landscape: - category: name: WETOStack subcategories: - subcategory: name: Engineering-fidelity physics models items: [] - subcategory: name: Numerical weather prediction items: [] - subcategory: name: Turbine and component models items: [] - subcategory: name: High fidelity models items: [] - subcategory: name: Design and optimization items: [] - subcategory: name: Controls development items: [] - subcategory: name: Resources assessment items: [] - subcategory: name: Cost models items: [] - subcategory: name: Grid load and demand models items: [] - subcategory: name: Other items: [] - subcategory: name: Operation and Maintenance items: [] - subcategory: name: Wildlife Impact items: [] - category: name: Renewable Energy subcategories: - subcategory: name: Photovoltaics and Solar Energy items: - item: name: A Global Inventory of Commerical-, Industrial-, and Utility-Scale Photovoltaic Solar Generating Units description: Used to produce a global inventory of utility-scale solar photvoltaic generating station. homepage_url: https://github.com/Lkruitwagen/solar-pv-global-inventory repo_url: https://github.com/Lkruitwagen/solar-pv-global-inventory logo: A Global Inventory of Commerical-, Industrial-, and Utility-Scale Photovoltaic Solar Generating Units.svg extra: refs: ',https://zenodo.org/record/5005868,https://zenodo.org/record/5005868' organization: name: Lucas Kruitwagen - item: name: autoxrd description: a python package for automatic xrd pattern classification of thin-films, tweaked for small and class-imbalanced datasets. homepage_url: https://github.com/pv-lab/autoxrd repo_url: https://github.com/pv-lab/autoxrd logo: autoxrd.svg extra: refs: ',https://doi.org/10.1038/s41524-019-0196-x,https://doi.org/10.1038/s41524-019-0196-x' organization: name: MIT Accelerated Materials Laboratory for Sustainability - item: name: bayesprocess description: >- a python package for physics informed bayesian network inference using neural network surrogate model for matching process / variable / performance in solar cells. homepage_url: https://github.com/pv-lab/bayesprocess repo_url: https://github.com/pv-lab/bayesprocess logo: bayesprocess.svg organization: name: MIT Accelerated Materials Laboratory for Sustainability - item: name: bifacialvf description: bifacial pv view factor model for system performance calculation. homepage_url: https://bifacialvf.readthedocs.io repo_url: https://github.com/nrel/bifacialvf logo: bifacialvf.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: >- ,https://zenodo.org/badge/latestdoi/114160149,https://zenodo.org/search?page=1&size=20&q=conceptrecid:6369162&all_versions&sort=-version,https://doi.org/10.5281/zenodo.6369162\n\nbilinear,https://doi.org/10.1016/j.solener.2005.06.010\n\n - item: name: bifacial_radiance description: toolkit for working with radiance for the ray-trace modeling of bifacial photovoltaics. homepage_url: https://bifacial-radiance.readthedocs.io repo_url: https://github.com/nrel/bifacial_radiance logo: bifacial_radiance.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: >- ,https://doi.org/10.5281/zenodo.3860350,https://doi.org/10.21105/joss.01865\n\n\nplease,https://zenodo.org/search?page=1&size=20&q=conceptrecid:3860349&all_versions&sort=-version topics: radiance,bifacial,photovoltaics,renewable-energy,renewables,gui - item: name: CarrierCapture.jl description: A set of codes to compute carrier capture and recombination rates in semiconducting compounds like solar cells. homepage_url: https://wmd-group.github.io/CarrierCapture.jl/dev/ repo_url: https://github.com/WMD-group/CarrierCapture.jl logo: CarrierCapture.jl.svg extra: topics: defects,semiconductors,electronic-structure,materials-design,solar-cells refs: ',https://zenodo.org/badge/latestdoi/130691083,https://doi.org/10.21105/joss.02102' organization: name: Materials Design Group - item: name: dGen second_path: - WETOStack / Grid load and demand models description: >- Forecast PV adoption based on user specified configurations like electricity rate prices, electricity load growth, solar resource factors, and much more. homepage_url: https://github.com/NREL/dgen repo_url: https://github.com/NREL/dgen logo: dGen.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: elpv-dataset description: A dataset of functional and defective solar cells extracted from EL images of solar modules. homepage_url: https://github.com/zae-bayern/elpv-dataset repo_url: https://github.com/zae-bayern/elpv-dataset logo: elpv-dataset.svg extra: topics: photovoltaic,solar-energy,solar-cells,machine-learning,computer-vision refs: https://doi.org/10.1007/s00138-021-01191-9 organization: name: ZAE Bayern homepage: https://www.zae-bayern.de/ linkedin: https://www.linkedin.com/company/zae-bayern - item: name: feedinlib description: >- Contains implementations of photovoltaic models to calculate electricity generation from a PV installation based on given solar radiation. Furthermore it contains all necessary pre-calculations. homepage_url: https://github.com/oemof/feedinlib repo_url: https://github.com/oemof/feedinlib logo: feedinlib.svg organization: name: oemof community - item: name: gsee description: Global Solar Energy Estimator homepage_url: https://gsee.readthedocs.io/ repo_url: https://github.com/renewables-ninja/gsee logo: gsee.svg extra: topics: solar,pandas,energy,irradiance,photovoltaic,pv,electricity,ninja refs: ',https://doi.org/10.1016/j.energy.2016.08.060' organization: name: Renewables.ninja - item: name: honeybee description: A Python library to create, run and visualize the results of daylight (RADIANCE) and energy analysis (EnergyPlus/OpenStudio). homepage_url: http://ladybug-tools.github.io/honeybee/docs repo_url: https://github.com/ladybug-tools/honeybee logo: honeybee.svg crunchbase: https://www.crunchbase.com/organization/ladybug-tools - item: name: IonMonger description: A free and fast perovskite solar cell simulator with coupled ion vacancy and charge carrier dynamics in one dimension. homepage_url: https://sites.google.com/view/ionmonger/home repo_url: https://github.com/PerovskiteSCModelling/IonMonger logo: IonMonger.svg crunchbase: https://www.crunchbase.com/organization/university-of-southampton extra: topics: perovskite-solar-cells,halide-ion-migration refs: ',https://doi.org/10.1039/C8EE01576G,https://doi.org/10.1016/j.apm.2018.06.051' - item: name: LibreSolar description: firmware for libresolar bms boards based on bq769x0 or isl94202. homepage_url: https://libre.solar repo_url: https://github.com/LibreSolar/bms-firmware logo: libresolar.svg organization: name: Libre Solar Project - item: name: Machine-Learning-for-Solar-Energy-Prediction description: Predict the power production of a solar panel farm from weather measurements using machine learning. homepage_url: https://github.com/ColasGael/Machine-Learning-for-Solar-Energy-Prediction repo_url: https://github.com/ColasGael/Machine-Learning-for-Solar-Energy-Prediction logo: Machine-Learning-for-Solar-Energy-Prediction.svg extra: refs: null topics: machine-learning,neural-network,data-processing,python,matlab,tensorflow organization: name: ColasGael - item: name: MPPT-Solar-Charger description: Supporting documentation and software for the MPPT Solar Charger. homepage_url: https://github.com/danjulio/MPPT-Solar-Charger repo_url: https://github.com/danjulio/MPPT-Solar-Charger logo: MPPT-Solar-Charger.svg organization: name: danjuliodesigns, LLC - item: name: nasapower description: >- Aims to make it quick and easy to automate downloadinASA-POWER global meteorology, surface solar energy and climatology data in your R session as a tidy data frame tibble object for analysis and use in modeling or other purposes. homepage_url: https://docs.ropensci.org/nasapower repo_url: https://github.com/ropensci/nasapower logo: nasapower.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: agroclimatology,weather,r,nasa-power,nasa,agroclimatology-data,weather-variables,weather-data,earth-science,rstats,data-access,r-package refs: ',https://zenodo.org/badge/latestdoi/109224461,https://doi.org/10.21105/joss.01035' - item: name: Open Solar Project description: ESP32 Smart Solar Charger. homepage_url: https://github.com/opensolarproject/OSPController/wiki repo_url: https://github.com/opensolarproject/OSPController logo: Open Solar Project.svg organization: name: Open Solar Project - item: name: photovoltaic description: A Python library used in photovoltaics. homepage_url: https://github.com/pvedu/photovoltaic repo_url: https://github.com/pvedu/photovoltaic logo: photovoltaic.svg crunchbase: https://www.crunchbase.com/organization/arizona-state-university - item: name: Photovoltaic_Fault_Detector description: Model-definition is a deep learning application for fault detection in photovoltaic plants. homepage_url: https://rentadrone.cl/developers/photovoltaic-fault-detector/ repo_url: https://github.com/RentadroneCL/Photovoltaic_Fault_Detector logo: Photovoltaic_Fault_Detector.svg extra: topics: yolo3,detector-model,model-detection,detection-boxes,fault-detection,solar-energy,photovoltaic-panels,hacktoberfest,hacktoberfest2020 organization: name: SimpleMap - item: name: predict_pv_yield description: Use machine learning to map satellite imagery of clouds to solar PV yield. homepage_url: https://github.com/openclimatefix/predict_pv_yield repo_url: https://github.com/openclimatefix/predict_pv_yield logo: predict_pv_yield.svg extra: topics: nowcasting organization: name: Open Climate Fix - item: name: PV Free description: A public API for PV modeling parameters. homepage_url: https://pvfree.azurewebsites.net/ repo_url: https://github.com/BreakingBytes/pvfree logo: PV Free.svg organization: name: Breaking Bytes - item: name: pv-system-profiler description: Estimating PV array location and orientation from real-world power datasets. homepage_url: https://github.com/slacgismo/pv-system-profiler repo_url: https://github.com/slacgismo/pv-system-profiler logo: pv-system-profiler.svg crunchbase: https://www.crunchbase.com/organization/slac-national-accelerator-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/183074637' - item: name: pv-terms description: Contains nomenclature for PV-relevant terms that are used in modeling and data analysis for PV systems. homepage_url: https://github.com/DuraMAT/pv-terms repo_url: https://github.com/DuraMAT/pv-terms logo: pv-terms.svg organization: name: Hacking Materials Research Group - item: name: PV4GER description: Aims at democratizing and accelerating the access to photovoltaic systems data in Germany and beyond. homepage_url: https://github.com/kdmayer/3D-PV-Locator repo_url: https://github.com/kdmayer/3D-PV-Locator logo: PV4GER.svg crunchbase: https://www.crunchbase.com/organization/stanford-university extra: topics: >- neurips-2020,solar,renewable-energy,pv-systems,deepsolar,computer-vision,inception-v3,deeplabv3,network-planning,solar-panels,climate-change,ai,deep-learning,remote-sensing,satellite-imagery refs: ',https://doi.org/10.1016/j.apenergy.2021.118469' - item: name: pvanalytics description: Quality control, filtering, feature labeling, and other tools for working with data from photovoltaic energy systems. homepage_url: https://pvanalytics.readthedocs.io repo_url: https://github.com/pvlib/pvanalytics logo: pvanalytics.svg extra: refs: https://doi.org/10.5281/zenodo.6110569 organization: name: pvlib - item: name: pvcaptest description: Collection of functions and Jupyter Notebooks to partially automate running a capacity test following ASTM E2848. homepage_url: https://github.com/pvcaptest/pvcaptest repo_url: https://github.com/pvcaptest/pvcaptest logo: pvcaptest.svg organization: name: Ben Taylor - item: name: pvcompare description: A model for comparing the benefits of different PV technologies in a specified local energy system in different energy supply scenarios. homepage_url: https://github.com/greco-project/pvcompare repo_url: https://github.com/greco-project/pvcompare logo: pvcompare.svg crunchbase: https://www.crunchbase.com/organization/universidad-polit-cnica-de-madrid-cepade extra: refs: ',https://zenodo.org/badge/latestdoi/224614782\n\n\npvcompare\n~~~~~~~~~\n\nIntroduction\n============\n\n*pvcompare*' - item: name: pvfactors description: Open source view-factor model for diffuse shading and bifacial PV modeling. homepage_url: http://sunpower.github.io/pvfactors/ repo_url: https://github.com/SunPower/pvfactors logo: pvfactors.svg crunchbase: https://www.crunchbase.com/organization/sunpower extra: topics: solar-energy,renewable-energy,python,bifacial - item: name: pvlib-python second_path: - Asset Management / Analytics description: A set of documented functions for simulating the performance of photovoltaic energy systems. homepage_url: https://pvlib-python.readthedocs.io repo_url: https://github.com/pvlib/pvlib-python logo: pvlib.svg crunchbase: https://www.crunchbase.com/organization/numfocus extra: topics: solar-energy,python,renewable-energy,renewables,photovoltaic refs: >- https://doi.org/10.5281/zenodo.593284,https://doi.org/10.21105/joss.00884\n\nPlease,https://zenodo.org/search?page=1&size=20&q=conceptrecid:593284&all_versions&sort=-version - item: name: PVMismatch description: An explicit Python PV system IV & PV curve trace calculator which can also calculate mismatch. homepage_url: http://sunpower.github.io/PVMismatch/ repo_url: https://github.com/SunPower/PVMismatch logo: PVMismatch.svg crunchbase: https://www.crunchbase.com/organization/sunpower extra: topics: numpy,scipy,python,solar,photovoltaic - item: name: pvoutput description: Python code for downloading PV data from PVOutput.org. homepage_url: https://github.com/openclimatefix/pvoutput repo_url: https://github.com/openclimatefix/pvoutput logo: pvoutput.svg extra: topics: pvoutput,python,python-library,solar,nowcasting organization: name: Open Climate Fix - item: name: pvtrace description: Optical ray tracing for luminescent materials and spectral converter photovoltaic devices. homepage_url: https://github.com/danieljfarrell/pvtrace repo_url: https://github.com/danieljfarrell/pvtrace logo: pvtrace.svg extra: refs: ',https://doi.org/10.5281/zenodo.592982' topics: python,photovoltaics,raytracing,optics,energy organization: name: danieljfarrell - item: name: PV_ICE description: An open-source tool to quantify Solar Photovoltaics (PV) Energy and Mass Flows in the Circular Economy, from a Reliability and Lifetime approach. homepage_url: https://PV_ICE.readthedocs.io repo_url: https://github.com/NREL/PV_ICE logo: PV_ICE.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: topics: circular-economy,circularity-metrics,reliability,solar-energy,circularity,mass-flow,repair,reuse,recycle,photovoltaics,lifetime refs: >- ,https://zenodo.org/badge/latestdoi/248347431,https://doi.org/10.1371/journal.pone.0274351.\n\n,https://doi.org/10.1016/j.isci.2021.103488.\n\n\nThere,https://doi.org/10.1016/j.isci.2021.103488.\n\n\nand,https://zenodo.org/ - item: name: Pysolar description: >- A collection of Python libraries for simulating the irradiation of any point on earth by the sun. It includes code for extremely precise ephemeris calculations. homepage_url: http://pysolar.org repo_url: https://github.com/pingswept/pysolar logo: Pysolar.svg crunchbase: https://www.crunchbase.com/organization/tufts-university - item: name: rayflare description: Provide a flexible, user-friendly Python environment to model complex optical stacks, with a focus on solar cells. homepage_url: https://github.com/qpv-research-group/rayflare repo_url: https://github.com/qpv-research-group/rayflare logo: rayflare.svg extra: topics: physics,optics,raytracing,ray-tracing,rigorous-coupled-wave,transfer-matrix-method,solar-cells,multiscale-simulation refs: ',https://doi.org/10.21105/joss.03460' organization: name: Quantum Photovoltaics Research Group homepage: https://www.qpvgroup.org/ - item: name: rdtools description: An open source library to support reproducible technical analysis of time series data from photovoltaic energy systems. homepage_url: https://rdtools.readthedocs.io/ repo_url: https://github.com/NREL/rdtools logo: rdtools.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: >- ,https://doi.org/10.5281/zenodo.1210316,https://doi.org/10.1109/JPHOTOV.2017.2779779,https://doi.org/10.1109/JPHOTOV.2017.2784682,https://doi.org/10.1109/PVSC45281.2020.9300635,https://doi.org/10.1109/PVSC43889.2021.9518733 - item: name: solar description: allows for reproducible research both for photovoltaics systems performance and solar radiation. homepage_url: http://oscarperpinan.github.io/solar/ repo_url: https://github.com/oscarperpinan/solar logo: solar.svg extra: refs: ',https://doi.org/10.18637/jss.v050.i09,https://doi.org/10.18637/jss.v050.i09\n\n,https://doi.org/10.18637/jss.v050.i09\n\na' organization: name: Journal of Statistical Software - item: name: Solar electricity Nowcasting description: Build the world's best near-term forecasting system for solar electricity generation. homepage_url: https://openclimatefix.org/projects/nowcasting/ repo_url: https://github.com/openclimatefix/nowcasting logo: Solar electricity Nowcasting.svg extra: topics: nowcasting organization: name: Open Climate Fix - item: name: Solar Forecast Arbiter description: Core data gathering, validation, processing, and reporting package for the Solar Forecast Arbiter. homepage_url: https://solarforecastarbiter-core.readthedocs.io repo_url: https://github.com/SolarArbiter/solarforecastarbiter-core logo: Solar Forecast Arbiter.svg extra: refs: ',https://doi.org/10.5281/zenodo.3473590' organization: name: Solar Forecast Arbiter - item: name: solar-data-tools description: Data analysis tools for working with historical PV solar time-series data sets. homepage_url: https://solar-data-tools.readthedocs.io/ repo_url: https://github.com/slacgismo/solar-data-tools logo: solar-data-tools.svg crunchbase: https://www.crunchbase.com/organization/slac-national-accelerator-laboratory extra: refs: ',https://zenodo.org/uadge/latestdoi/171066536' - item: name: solar-panel-detection description: >- Using a combination of AI (machine vision), open data and short-term forecasting, the project aims to determine the amount of solar electricity being put into the UK grid at a given time (i.e., "right now", or "nowcasting") homepage_url: https://github.com/alan-turing-institute/solar-panel-detection repo_url: https://github.com/alan-turing-institute/solar-panel-detection logo: solar-panel-detection.svg crunchbase: https://www.crunchbase.com/organization/alan-turing-institute extra: topics: hut23,hut23-425 - item: name: solariot description: Leverage your IoT enabled Solar PV Inverter to stream your solar energy usage data to a real time dashboard. homepage_url: https://solariot.live repo_url: https://github.com/meltaxa/solariot logo: solariot.svg extra: topics: freeboard,iot,solar-energy,sungrow-inverter,dashboard,pvoutput,modbus-sungrow,dweet,influxdb,telemetry organization: name: Solariot - item: name: SolarPILOT description: Solar power tower layout and optimization tool. homepage_url: https://www.nrel.gov/csp/solarpilot.html repo_url: https://github.com/NREL/SolarPILOT logo: solarpilot.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: ',https://doi.org/10.1016/j.solener.2018.06.063,https://doi.org/10.1016/j.solener.2018.06.063' - item: name: solarpv-der-simulation-utility description: >- allows user to run dynamics simulations for solar photovoltaic distributed energy resource connected to a stiff voltage source or to an external program. homepage_url: https://solarpv-der-simulation-utility.readthedocs.io repo_url: https://github.com/tdcosim/solarpv-der-simulation-tool logo: solarpv-der-simulation-utility.svg crunchbase: https://www.crunchbase.com/organization/argonne-national-laboratory - item: name: solarpy description: >- This package aims to provide a reliable solar radiation model, mainly based on the work of Duffie, J.A., and Beckman, W. A., 1974, "Solar energy thermal processes". homepage_url: https://github.com/aqreed/solarpy repo_url: https://github.com/aqreed/solarpy logo: solarpy.svg extra: topics: solar-energy,solar-cells,sun-position,beam-irradiance,photovoltaic,python,modeling,simulation,flight-simulation organization: name: AeroPython Team - item: name: solartherm description: solar thermal power/fuel station performance simulation and optimization using modelica. homepage_url: http://solartherm.readthedocs.org repo_url: https://github.com/solartherm/solartherm logo: solartherm.svg extra: topics: engineering,energy,solar,thermodynamics,optimisation,simulation,modelica,modelica-library organization: name: Solartherm project team - item: name: solax description: read energy usage data from the real-time api on solax solar inverters. homepage_url: https://github.com/squishykid/solax repo_url: https://github.com/squishykid/solax logo: solax.svg extra: topics: solax,solar,photovoltaic,home-automation,iot,raspberry-pi organization: name: squishykid - item: name: solcore5 description: a multi-scale, python-based library for the modeling of solar cells and semiconductor materials. homepage_url: https://www.solcore.solar/ repo_url: https://github.com/qpv-research-group/solcore5 logo: solcore5.svg extra: refs: ',https://doi.org/10.5281/zenodo.1185316' topics: photovoltaic,semiconductor,solar-cells,python,hacktoberfest organization: name: Quantum Photovoltaics Research Group homepage: https://www.qpvgroup.org/ - item: name: SolTrace description: A software tool developed at NREL to model concentrating solar power (CSP) systems and analyze their optical performance. homepage_url: https://www.nrel.gov/csp/soltrace.html repo_url: https://github.com/NREL/SolTrace logo: SolTrace.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: StatisticalClearSky description: Statistical estimation of a clear sky signal from PV system power data. homepage_url: https://github.com/slacgismo/StatisticalClearSky repo_url: https://github.com/slacgismo/StatisticalClearSky logo: StatisticalClearSky.svg crunchbase: https://www.crunchbase.com/organization/slac-national-accelerator-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/117483201' - item: name: Tonatiuh description: A Monte Carlo ray tracer for the optical simulation of solar concentrating systems. homepage_url: http://iat-cener.github.io/tonatiuh/ repo_url: https://github.com/iat-cener/tonatiuh logo: Tonatiuh.svg crunchbase: https://www.crunchbase.com/organization/centro-nacional-de-energ%C3%ADas-renovables extra: topics: solar-concentrating-systems,simulation,solar,energy - subcategory: name: Wind Energy items: - item: name: AirfoilPreppy description: A Python module for pre-processing and evaluating aerodynamic airfoil data, primarily for wind turbine applications. homepage_url: http://wisdem.github.io/AirfoilPreppy/ repo_url: https://github.com/WISDEM/AirfoilPreppy logo: AirfoilPreppy.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: amr-wind second_path: - WETOStack / High fidelity models description: A massively parallel, block-structured adaptive-mesh, incompressible flow solver for wind turbine and wind farm simulations. homepage_url: https://exawind.github.io/amr-wind repo_url: https://github.com/Exawind/amr-wind logo: amr-wind.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: topics: ecp,exascale-computing,amrex,amr,wind,wind-turbines - item: name: ANBA4 second_path: - WETOStack / Engineering-fidelity physics models homepage_url: https://github.com/ANBA4/anba4 repo_url: https://github.com/ANBA4/anba4 logo: ANBA4.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: ANYstructure description: Offshore Steel structure calculation tool with automatic optimization and report generation. homepage_url: https://github.com/audunarn/ANYstructure repo_url: https://github.com/audunarn/ANYstructure logo: ANYstructure.svg extra: topics: >- dnvgl-os-c101,design-of-offshore-steel-structures,buckling,fatigue-analysis,analysis-framework,plate-thickness,beam-section,gui-based,dnvgl-rp-c201,optimization-tools,structural-engineering,naval-architecture,dnvgl-rp-c203,cylinders,plates,girder,dnv-os-c101 organization: name: Audun Arnesen Nyhus - item: name: awebox description: Modelling and optimal control of single- and multiple-kite systems for airborne wind energy. homepage_url: https://github.com/awebox/awebox repo_url: https://github.com/awebox/awebox project_org: https://github.com/awebox logo: awebox.svg organization: name: Kiteswarms GmbH i. L. - item: name: BasicDTUController description: The scope of this project is to provide an open source, open access controller that can be used by the wind energy community as a reference. homepage_url: https://gitlab.windenergy.dtu.dk/OpenLAC/BasicDTUController repo_url: https://gitlab.windenergy.dtu.dk/OpenLAC/BasicDTUController license: GNU General Public License v3.0 logo: BasicDTUController.svg crunchbase: https://www.crunchbase.com/organization/technical-university-of-denmark - item: name: brightwind description: A Python library aims to empower wind resource analysts and establish a common industry standard toolset. homepage_url: https://brightwind-dev.github.io/brightwind-docs/ repo_url: https://github.com/brightwind-dev/brightwind project_org: https://github.com/brightwind-dev logo: brightwind.svg crunchbase: https://www.crunchbase.com/organization/brightwind - item: name: CCBlade second_path: - WETOStack / Engineering-fidelity physics models homepage_url: https://github.com/WISDEM/CCBlade repo_url: https://github.com/WISDEM/CCBlade logo: CCBlade.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: CEWAM second_path: - WETOStack / Other homepage_url: https://github.com/NREL/CEWAM repo_url: https://github.com/NREL/CEWAM logo: CEWAM.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: digital_wra_data_standard description: This standard data model and associated tools are intended as universal building blocks for Wind Energy Resource Assessment applications. homepage_url: https://github.com/IEA-Task-43/digital_wra_data_standard repo_url: https://github.com/IEA-Task-43/digital_wra_data_standard logo: digital_wra_data_standard.svg organization: name: IEA Wind Digitalization (Task 43) - item: name: Draco description: A collection of end-to-end solutions for machine learning problems commonly found in monitoring wind energy production system. homepage_url: https://sintel-dev.github.io/Draco repo_url: https://github.com/sintel-dev/Draco logo: Draco.svg crunchbase: https://www.crunchbase.com/organization/massachusetts-institute-of-technology-mit extra: topics: classification,machine-learning,time-series - item: name: DW TAP second_path: - WETOStack / Controls development homepage_url: https://github.com/NREL/dw-tap-app repo_url: https://github.com/NREL/dw-tap-app logo: DW TAP.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: FAST.Farm second_path: - WETOStack / Engineering-fidelity physics models homepage_url: https://github.com/openfast/openfast repo_url: https://github.com/openfast/openfast logo: FAST.Farm.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: FLASC second_path: - WETOStack / Design and optimization homepage_url: https://github.com/nrel/flasc repo_url: https://github.com/nrel/flasc logo: FLASC.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: FLORIS second_path: - WETOStack / Design and optimization homepage_url: https://github.com/nrel/floris repo_url: https://github.com/nrel/floris logo: floris.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: FUSED-Wind second_path: - WETOStack / Cost models homepage_url: https://github.com/FUSED-Wind/fusedwind repo_url: https://github.com/FUSED-Wind/fusedwind logo: FUSED-Wind.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: G2Aero second_path: - WETOStack / High fidelity models homepage_url: https://github.com/NREL/G2Aero repo_url: https://github.com/NREL/G2Aero logo: G2Aero.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: HAMS description: An open-source computer program for the analysis of wave diffraction and radiation of three-dimensional floating or submerged structures. homepage_url: https://github.com/YingyiLiu/HAMS repo_url: https://github.com/YingyiLiu/HAMS logo: HAMS.svg crunchbase: https://www.crunchbase.com/organization/kyushu-university extra: topics: wave-structure-interaction,boundary-element-method,potential-flow-theory,offshore-wind-platforms,ocean-wave-energy-converters - item: name: HOPP second_path: - WETOStack / High fidelity models homepage_url: https://github.com/NREL/HOPP repo_url: https://github.com/NREL/HOPP logo: HOPP.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: IEA-15-240-RWT description: A 15 MW reference wind turbine repository developed in conjunction with IEA Wind. homepage_url: https://github.com/IEAWindTask37/IEA-15-240-RWT repo_url: https://github.com/IEAWindTask37/IEA-15-240-RWT logo: IEA-15-240-RWT.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/213679527' - item: name: KiteFAST second_path: - WETOStack / Engineering-fidelity physics models homepage_url: https://kitefast.readthedocs.io repo_url: https://github.com/openfast/kitefast logo: KiteFAST.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: LandBOSSE second_path: - WETOStack / Cost models description: >- The Land-based Balance-of-System Systems Engineering model is a systems engineering tool that estimates the balance-of-system costs associated with installing utility scale wind plants (10, 1.5 MW turbines or larger). homepage_url: https://github.com/WISDEM/LandBOSSE repo_url: https://github.com/WISDEM/LandBOSSE logo: LandBOSSE.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: makani description: A project to develop a commercial-scale airborne wind turbine, culminating in a flight test of the Makani M600 off the coast of Norway. homepage_url: https://github.com/google/makani repo_url: https://github.com/google/makani logo: makani.svg crunchbase: https://www.crunchbase.com/organization/google extra: topics: makani,wind,renewable-energy,energy-kites,wind-power - item: name: MOST (Matlab for Offshore wind turbine Simulation Tool) second_path: - WETOStack / Engineering-fidelity physics models homepage_url: http://www.morenergylab.polito.it/most/ repo_url: https://github.com/MOREnergylab/MOST logo: most.svg crunchbase: https://www.crunchbase.com/organization/politecnico-di-torino - item: name: nalu-wind second_path: - WETOStack / High fidelity models description: Solver for wind farm simulations targeting exascale computational platforms. homepage_url: https://nalu-wind.readthedocs.io repo_url: https://github.com/Exawind/nalu-wind logo: nalu-wind.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: topics: low-mach,wind-energy,les,cfd,ecp,exascale-computing,exawind - item: name: NRWAL second_path: - WETOStack / Cost models description: A library of offshore wind cost equations. homepage_url: https://nrel.github.io/NRWAL/ repo_url: https://github.com/NREL/NRWAL logo: NRWAL.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/319377095\n\n,https://doi.org/10.5281/zenodo.4705961.\n\nIf,https://doi.org/10.2172/1324526' - item: name: OpenFAST second_path: - WETOStack / Engineering-fidelity physics models description: A multi-physics, multi-fidelity tool for simulating the coupled dynamic response of wind turbines and wind farms. homepage_url: http://openfast.readthedocs.io repo_url: https://github.com/OpenFAST/openfast project_org: https://github.com/OpenFAST logo: OpenFAST.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: topics: wind-turbine,wind-energy,wind-farm,aeroelasticity,wind-power,wind - item: name: OpenMDAO description: Optimization of Aerodynamic systems. homepage_url: http://openmdao.org repo_url: https://github.com/OpenMDAO/OpenMDAO project_org: https://github.com/OpenMDAO logo: OpenMDAO.svg crunchbase: https://www.crunchbase.com/organization/nasa extra: topics: nasa,open-source,framework,openmdao,optimization - item: name: OpenOA second_path: - WETOStack / Operation and Maintenance description: This library provides a framework for working with large time series data from wind plants, such as SCADA. homepage_url: https://openoa.readthedocs.io/ repo_url: https://github.com/NREL/OpenOA logo: OpenOA.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: ',https://doi.org/10.21105/joss.02171' - item: name: OpenTurbine second_path: - WETOStack / Engineering-fidelity physics models homepage_url: https://github.com/exawind/openturbine repo_url: https://github.com/exawind/openturbine logo: OpenTurbine.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: ORBIT second_path: - WETOStack / Cost models description: >- Offshore Renewable Balance-of-system Installation Tool computes capital costs and activity times for offshore wind plant balance-of-system (everything besides the turbine) costs. homepage_url: https://wisdem.github.io/ORBIT/ repo_url: https://github.com/WISDEM/ORBIT logo: ORBIT.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: OWENS second_path: - WETOStack / Engineering-fidelity physics models homepage_url: https://www.nrel.gov/docs/fy23osti/83748.pdf logo: OWENS.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: pBEAM second_path: - WETOStack / Engineering-fidelity physics models homepage_url: https://github.com/WISDEM/pBEAM repo_url: https://github.com/WISDEM/pBEAM logo: pBEAM.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: pyconturb description: Constrained Stochastic Turbulence for Wind Energy Applications. homepage_url: https://gitlab.windenergy.dtu.dk/pyconturb/pyconturb repo_url: https://gitlab.windenergy.dtu.dk/pyconturb license: MIT License logo: pyconturb.svg crunchbase: https://www.crunchbase.com/organization/technical-university-of-denmark - item: name: PyFrame3DD second_path: - WETOStack / Engineering-fidelity physics models homepage_url: https://github.com/WISDEM/pyFrame3DD repo_url: https://github.com/WISDEM/pyFrame3DD logo: PyFrame3DD.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: PyWake description: An AEP calculator for wind farms implemented in Python including a collection of wake models. homepage_url: https://topfarm.pages.windenergy.dtu.dk/PyWake repo_url: https://gitlab.windenergy.dtu.dk/TOPFARM/PyWake license: MIT License logo: PyWake.svg crunchbase: https://www.crunchbase.com/organization/technical-university-of-denmark - item: name: QBlade description: >- Provides a hands-on design and simulation capabilities for HAWT and VAWT rotor design and shows all the fundamental relationships of design concepts and turbine performance in an easy and intuitive way. homepage_url: http://www.q-blade.org repo_url: null license: Academic Public License logo: QBlade.svg crunchbase: https://www.crunchbase.com/organization/technical-university-of-berlin - item: name: RAFT second_path: - WETOStack / Engineering-fidelity physics models homepage_url: https://github.com/WISDEM/RAFT repo_url: https://github.com/WISDEM/RAFT logo: RAFT.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: ROSCO second_path: - WETOStack / Controls development description: NREL's Reference OpenSource Controller for wind turbine applications. homepage_url: https://rosco.readthedocs.io/en/latest/ repo_url: https://github.com/NREL/ROSCO logo: ROSCO.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/220498357' - item: name: SHARPy description: Simulation of High Aspect Ratio aeroplanes and wind turbines in Python. homepage_url: https://imperial.ac.uk/aeroelastics/sharpy repo_url: https://github.com/ImperialCollegeLondon/sharpy logo: SHARPy.svg crunchbase: https://www.crunchbase.com/organization/imperial-college-london extra: topics: aeroelasticity,simulation,aeronautics,structures,structural-dynamics,wind-turbines refs: ',https://doi.org/10.5281/zenodo.3531965,https://doi.org/10.21105/joss.01885`\n\nThe,https://doi.org/10.21105/joss.01885' - item: name: SONATA second_path: - WETOStack / High fidelity models homepage_url: https://github.com/ptrbortolotti/SONATA repo_url: https://github.com/ptrbortolotti/SONATA logo: SONATA.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: TopFarm2 description: A Python package developed by DTU Wind Energy to help with wind-farm optimizations. homepage_url: https://topfarm.pages.windenergy.dtu.dk/TopFarm2/ repo_url: https://gitlab.windenergy.dtu.dk/TOPFARM/TopFarm2 license: MIT License logo: TopFarm2.svg crunchbase: https://www.crunchbase.com/organization/technical-university-of-denmark - item: name: turbinesFoam description: A library for simulating wind and marine hydrokinetic turbines in OpenFOAM using the actuator line method. homepage_url: https://github.com/turbinesFoam/turbinesFoam repo_url: https://github.com/turbinesFoam/turbinesFoam logo: turbinesFoam.svg extra: topics: openfoam,turbines,airfoils,blade-element,actuator-line,wind-energy refs: ',https://zenodo.org/badge/latestdoi/4234/turbinesFoam/turbinesFoam,https://zenodo.org/badge/latestdoi/4234/turbinesFoam/turbinesFoam' organization: name: turbinesFoam - item: name: WEIS second_path: - WETOStack / Design and optimization description: WEIS is a framework that combines multiple tools to enable design optimization of floating offshore wind turbines. homepage_url: https://github.com/WISDEM/WEIS repo_url: https://github.com/WISDEM/WEIS logo: WEIS.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/289320573' - item: name: welib description: Wind energy library, python and matlab tools for wind turbines analyses. homepage_url: https://github.com/ebranlard/welib repo_url: https://github.com/ebranlard/welib logo: welib.svg organization: name: E. Branlard - item: name: WindEnergyToolbox description: >- A collection of Python scripts that facilitate working with (potentially a lot) of HAWC2,HAWCStab2, FAST or other text input based simulation tools. homepage_url: https://gitlab.windenergy.dtu.dk/toolbox/WindEnergyToolbox repo_url: https://github.com/DTUWindEnergy/WindEnergyToolbox logo: WindEnergyToolbox.svg crunchbase: https://www.crunchbase.com/organization/technical-university-of-denmark - item: name: windfarmGA description: Genetic algorithm to optimize the layout of wind farms. homepage_url: https://ysosirius.github.io/windfarmGA/ repo_url: https://github.com/YsoSirius/windfarmGA logo: windfarmGA.svg organization: name: Sebastian Gatscha - item: name: windpowerlib description: A library to model the output of wind turbines and farms. homepage_url: https://oemof.org/ repo_url: https://github.com/wind-python/windpowerlib logo: windpowerlib.svg extra: topics: wind,energy,power,model,modelling refs: ',https://doi.org/10.5281/zenodo.824267\n,https://zenodo.org/search?page=1&size=20&q=windpowerlib' organization: name: oemof community - item: name: windrose description: A graphic tool used by meteorologists to give a succinct view of how wind speed and direction are typically distributed at a particular location. homepage_url: https://python-windrose.github.io/windrose repo_url: https://github.com/python-windrose/windrose project_org: https://github.com/python-windrose logo: windrose.svg crunchbase: https://www.crunchbase.com/organization/university-of-poitiers extra: topics: python,matplotlib,windrose,wind,speed,pandas,numpy refs: ',https://zenodo.org/badge/latestdoi/37549137' - item: name: WindSE second_path: - WETOStack / High fidelity models description: A Python package that uses a FEniCS backend to perform wind farm simulations and optimization. homepage_url: https://github.com/NREL/WindSE repo_url: https://github.com/NREL/WindSE logo: WindSE.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: windtools description: The Wind Energy Generation Tools provides useful tools to assist in wind energy simulations. homepage_url: https://github.com/NREL/windtools repo_url: https://github.com/NREL/windtools logo: windtools.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: WindTurbineClassification description: Specification of 'normal' wind turbine operating behaviour for rapid anomaly detection. homepage_url: https://github.com/nmstreethran/WindTurbineClassification repo_url: https://github.com/nmstreethran/WindTurbineClassification logo: WindTurbineClassification.svg crunchbase: https://www.crunchbase.com/organization/university-college-cork extra: topics: energy,renewable-energy,python,jupyter-notebook,wind-turbines refs: ',https://doi.org/10.5281/zenodo.2875795' - item: name: WindView second_path: - WETOStack / Other homepage_url: https://github.com/windview/client repo_url: https://github.com/windview/client logo: WindView.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: WISDEM second_path: - WETOStack / Design and optimization description: Wind Plant Integrated System Design and Engineering Model. homepage_url: https://www.nrel.gov/wind/systems-engineering.html repo_url: https://github.com/WISDEM/WISDEM logo: WISDEM.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: topics: openmdao,systems-engineering,wisdem,wind - item: name: WOMBAT second_path: - WETOStack / Operation and Maintenance description: Windfarm Operations & Maintenance cost-Benefit Analysis Tool. homepage_url: https://wisdem.github.io/WOMBAT/ repo_url: https://github.com/WISDEM/WOMBAT logo: WOMBAT.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: topics: simulation,wind-energy,python3,simpy,operations-maintenance - item: name: wtDigiTwin second_path: - WETOStack / Engineering-fidelity physics models homepage_url: https://github.com/ebranlard/wtDigiTwin repo_url: https://github.com/ebranlard/wtDigiTwin logo: wtDigiTwin.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: wtphm description: >- The Wind Turbine Prognostics and Health Management library processes wind turbine events data, as well as operational SCADA data for easier fault detection, prognostics or reliability research. homepage_url: https://github.com/lkev/wtphm repo_url: https://github.com/lkev/wtphm logo: wtphm.svg crunchbase: https://www.crunchbase.com/organization/university-college-cork extra: topics: wind-turbine,wind-energy,fault-detection,machine-learning,scada - subcategory: name: Hydro Energy items: - item: name: BEMRosetta description: Used to model hydrodynamic forces in offshore devices like ships, offshore wind platforms and wave energy converters. homepage_url: https://github.com/BEMRosetta/BEMRosetta repo_url: https://github.com/BEMRosetta/BEMRosetta project_org: https://github.com/BEMRosetta logo: BEMRosetta.svg extra: topics: hydrodynamics,meshviewer,mesh-processing,potential-flow,offshore-wind-platforms,hydrodynamic-coefficients-viewer,boundary-element,wave-energy organization: name: BEMRosetta - item: name: CACTUS second_path: - WETOStack / Turbine and component models description: A turbine performance simulation code, based on a free wake vortex method, to study wind turbines and marine hydrokinetic devices. homepage_url: https://github.com/sandialabs/CACTUS repo_url: https://github.com/SNL-WaterPower/CACTUS logo: CACTUS.svg crunchbase: https://www.crunchbase.com/organization/sandia-national-laboratories - item: name: Capytaine description: A Python package for the simulation of the interaction between water waves and floating bodies in frequency domain. homepage_url: https://ancell.in/capytaine/ repo_url: https://github.com/capytaine/capytaine project_org: https://github.com/capytaine logo: Capytaine.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: topics: python,fortran,hydrodynamics,potential-flow,boundary-element-method,water-wave,wave-energy refs: ',https://doi.org/10.21105/joss.01341' - item: name: hydro-power-database description: Collects basic information on all the European hydro-power plants. homepage_url: https://github.com/energy-modelling-toolkit/hydro-power-database repo_url: https://github.com/energy-modelling-toolkit/hydro-power-database logo: hydro-power-database.svg crunchbase: https://www.crunchbase.com/organization/joint-research-centre extra: topics: hydropower,energy-system,power-system-simulation refs: ',https://zenodo.org/badge/latestdoi/179688356,https://zenodo.org/record/3349843' - item: name: hydropowerlib description: Designed to calculate feed-in time series of run-of-the-river hydropower plants. homepage_url: https://github.com/hydro-python/hydropowerlib repo_url: https://github.com/hydro-python/hydropowerlib logo: hydropowerlib.svg organization: name: hydro-python - item: name: HydroPowerSimulations.jl description: Contains extensions on PowerSystems.jl and PowerSimulations.jl to enable enhanced hydropower representations. homepage_url: https://github.com/NREL-SIIP/HydroPowerSimulations.jl repo_url: https://github.com/NREL-SIIP/HydroPowerSimulations.jl logo: HydroPowerSimulations.jl.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: MHKiT description: >- Provides the marine renewable energy community tools for data processing, visualization, quality control, resource assessment, and device performance. homepage_url: https://mhkit-software.github.io/MHKiT/ repo_url: https://github.com/MHKiT-Software/MHKiT project_org: https://github.com/MHKiT-Software logo: MHKiT-Python.svg crunchbase: https://www.crunchbase.com/organization/sandia-national-laboratories extra: topics: mhkit-python,mhkit,marine-renewable-energy,quality-control,visualization,python refs: ',https://doi.org/10.5281/zenodo.3924683' - item: name: MoorPy second_path: - WETOStack / Engineering-fidelity physics models homepage_url: https://github.com/nrel/moorpy repo_url: https://github.com/nrel/moorpy logo: MoorPy.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: NUMAD second_path: - WETOStack / High fidelity models homepage_url: https://numad.readthedocs.io/ repo_url: https://github.com/sandialabs/NuMAD logo: NUMAD.svg crunchbase: https://www.crunchbase.com/organization/sandia-national-laboratories - item: name: OpenHPL description: An open source hydropower library that consists of hydropower unit models and is modeled using Modelica. homepage_url: https://openhpl.opensimhub.org repo_url: https://github.com/OpenSimHub/OpenHPL logo: OpenHPL.svg crunchbase: https://www.crunchbase.com/organization/university-of-south-eastern-norway extra: topics: hacktoberfest,hydropower,modelica-library,academic - item: name: pyNuMAD second_path: - WETOStack / High fidelity models homepage_url: https://github.com/sandialabs/pyNuMAD repo_url: https://github.com/sandialabs/pyNuMAD logo: pyNuMAD.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: reservoir description: Tools for Analysis, Design, and Operation of Water Supply Storages. homepage_url: http://swd-turner.github.io/reservoir repo_url: https://github.com/swd-turner/reservoir logo: reservoir.svg crunchbase: https://www.crunchbase.com/organization/pacific-northwest-national-laboratory extra: topics: reservoir,simulation,water-resources,hydrology - item: name: WEC-Sim second_path: - WETOStack / Turbine and component models description: Wave Energy Converter Simulator is an open source code for simulating wave energy converters. homepage_url: https://wec-sim.github.io/WEC-Sim repo_url: https://github.com/WEC-Sim/WEC-Sim additional_repos: - repo_url: https://github.com/WEC-Sim/WEC-Sim_Applications logo: WEC-Sim.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: topics: wec-sim,marine-renewable-energy,wave-energy,matlab,simulink,snl-applications,hydrodynamics refs: ',https://zenodo.org/badge/latestdoi/20451353' - item: name: WecOptTool description: Allows users to perform wave energy converter device design optimization studies with constrained optimal control. homepage_url: https://snl-waterpower.github.io/WecOptTool/ repo_url: https://github.com/SNL-WaterPower/WecOptTool logo: WecOptTool.svg crunchbase: https://www.crunchbase.com/organization/sandia-national-laboratories extra: topics: snl-applications - subcategory: name: Geothermal Energy items: - item: name: FEHM description: >- Has proved to be a valuable asset on a variety of projects of national interest including Environmental Remediation of the Nevada Test Site, the LANL Groundwater Protection Program, geologic CO2 sequestration, Enhanced Geothermal Energy programs, Oil and Gas production, Nuclear Waste Isolation, and Arctic Permafrost. homepage_url: https://fehm.lanl.gov repo_url: https://github.com/lanl/FEHM logo: FEHM.svg crunchbase: https://www.crunchbase.com/organization/los-alamos-national-laboratory extra: topics: >- porous-flow,simulation-modeling,reactive-chemistry,coupled-heat-mass,multiphase-transport,groundwater-modelling,carbon-storage,soil-vapor,earth-science,carbon-sequestration,subsurface-remediation,nuclear-waste-repositories,subsurface-hydrology,geothermal-energy - item: name: fractoolbox description: >- Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reservoir geomechanics. homepage_url: https://github.com/ICWallis/fractoolbox repo_url: https://github.com/ICWallis/fractoolbox logo: fractoolbox.svg crunchbase: https://www.crunchbase.com/organization/university-of-auckland extra: topics: geology,structural-geology,fracture-mechanics,fracture,fractures,geomechanics,borehole-image-analysis,python,mplstereonet,geothermal - item: name: GeoThermalCloud.jl description: A repository containing all the data and codes required to demonstrate applications of machine learning methods for geothermal exploration. homepage_url: https://github.com/SmartTensors/GeoThermalCloud.jl repo_url: https://github.com/SmartTensors/GeoThermalCloud.jl logo: GeoThermalCloud.jl.svg crunchbase: https://www.crunchbase.com/organization/envitrace extra: topics: julia,geothermal,machine-learning,unsupervised-machine-learning refs: ',https://doi.org/10.1186/s40517-021-00199-8.\n\n###' - item: name: GHEtool homepage_url: https://ghetool.eu repo_url: https://github.com/wouterpeere/GHEtool logo: GHEtool.svg extra: topics: geothermal-energy,borefields,sizing,energy,storage,geothermal refs: >- ,https://doi.org/10.21105/joss.04406,https://doi.org/10.21105/joss.04406\n\n##,https://doi.org/10.21105/joss.04406\n\nPeere,https://doi.org/10.26868/25222708.2021.30180\n\nPeere organization: name: GHEtool city: Waregem country: Belgium linkedin: https://linkedin.com/company/ghetool - item: name: multiphysics description: Interactive (Heat Transfer) Simulations for Everyone. homepage_url: https://github.com/charxie/multiphysics repo_url: https://github.com/charxie/multiphysics logo: multiphysics.svg extra: topics: simulation,energy,physics,heat-transfer,engineering,science organization: name: Institute for Future Intelligence - item: name: OpenGeoSys 6 description: >- A scientific open source project for the development of numerical methods for the simulation of thermo-hydro-mechanical-chemical processes in porous and fractured media. homepage_url: https://www.opengeosys.org/ repo_url: https://gitlab.opengeosys.org/ogs/ogs logo: OpenGeoSys 6.svg organization: name: OpenGeoSys Community - item: name: pygfunction description: An open source toolbox for the evaluation of thermal response factors of geothermal borehole fields. homepage_url: https://github.com/MassimoCimmino/pygfunction repo_url: https://github.com/MassimoCimmino/pygfunction logo: pygfunction.svg crunchbase: https://www.crunchbase.com/organization/cole-polytechnique-de-montr-al extra: refs: ',https://zenodo.org/badge/latestdoi/100305705' - item: name: thermo description: Thermodynamics, phase equilibrium, transport properties and chemical database component of Chemical Engineering Design Library. homepage_url: https://thermo.readthedocs.io/ repo_url: https://github.com/CalebBell/thermo logo: thermo.svg crunchbase: https://www.crunchbase.com/organization/university-of-new-brunswick extra: topics: >- thermodynamics,chemistry,cheminformatics,chemical-engineering,mechanical-engineering,viscosity,density,heat-capacity,thermal-conductivity,surface-tension,combustion,environmental-engineering,solubility,vapor-pressure,equation-of-state,molecule,process-simulation,physics refs: ',https://zenodo.org/badge/latestdoi/62404647\n\n\n' - item: name: waiwera description: A parallel, open-source geothermal flow simulator. homepage_url: https://github.com/waiwera/waiwera repo_url: https://github.com/waiwera/waiwera project_org: https://github.com/waiwera logo: waiwera.svg extra: topics: geothermal,reservoir-simulation,reservoir-modeling,parallel,petsc organization: name: Waiwera - subcategory: name: Bioenergy items: - item: name: BETYdb description: Web-interface to the Biofuel Ecophysiological Traits and Yields Database. homepage_url: https://www.betydb.org repo_url: https://github.com/PecanProject/bety logo: BETYdb.svg extra: refs: ',https://zenodo.org/badge/latestdoi/4469/PecanProject/bety' topics: pecan,ruby,trait,database,postgis,agriculture,plants,phenotyping,crops,ecosystem-models organization: name: PEcAn Project - item: name: biogas description: 'Tools for biogas research in R: process biogas data and predict biogas production.' homepage_url: https://github.com/sashahafner/biogas repo_url: https://github.com/sashahafner/biogas logo: biogas.svg crunchbase: https://www.crunchbase.com/organization/aarhus-university extra: refs: ',https://doi.org/10.1016/j.softx.2018.06.005\n*' - item: name: biosteam description: The Biorefinery Simulation and Techno-Economic Analysis Modules. homepage_url: https://biosteam.readthedocs.io/en/latest/ repo_url: https://github.com/BioSTEAMDevelopmentGroup/biosteam project_org: https://github.com/BioSTEAMDevelopmentGroup logo: biosteam.svg crunchbase: https://www.crunchbase.com/organization/us-department-of-energy extra: topics: >- distillation,flash,biorefinery,bioprocess,fermentation,thermodynamics,pump,monte-carlo,heat-exchanger,techno-economic-analysis,chemical-engineering,biochemical-process,unit-operation,process-simulation,sensitivity-analysis,reactor,centrifuge,life-cycle-assessment refs: ',https://zenodo.org/badge/latestdoi/164639830\n,https://doi.org/10.1021/acssuschemeng.9b07040' - item: name: Multiscale_Ulva description: A multi-reactor, algae farm, simulation base function that will be solved in time. homepage_url: https://github.com/alexliberzonlab/Multiscale_Ulva repo_url: https://github.com/alexliberzonlab/Multiscale_Ulva logo: Multiscale_Ulva.svg twitter: null crunchbase: https://www.crunchbase.com/organization/tel-aviv-university extra: refs: ',https://doi.org/10.5281/zenodo.5017069,http://doi.org/10.1038/s42003-021-02371-z\n,http://doi.org/10.5281/zenodo.5017069\n\n' - category: name: Energy Storage subcategories: - subcategory: name: Battery items: - item: name: 3d_milp description: Energy Arbitrage Optimization With Battery Storage. homepage_url: https://github.com/ElektrikAkar/3d_milp repo_url: https://github.com/ElektrikAkar/3d_milp logo: 3d_milp.svg crunchbase: https://www.crunchbase.com/organization/nanyang-technological-university - item: name: Ampere description: Advanced Model Package for ElectRochemical Experiments. homepage_url: https://github.com/nealde/Ampere repo_url: https://github.com/nealde/Ampere logo: Ampere.svg organization: name: nealde - item: name: Battery Archive description: Easy visualization, analysis, and comparison of battery data across institutions. homepage_url: https://www.batteryarchive.org repo_url: https://github.com/battery-lcf/battery-archive-sandbox logo: Battery Archive.svg crunchbase: https://www.crunchbase.com/organization/sandia-national-laboratories - item: name: Battery Data Alliance homepage_url: https://batterydataalliance.energy project: sandbox repo_url: https://github.com/BatteryDataAlliance/battery-data-interface project_org: https://github.com/BatteryDataAlliance logo: batterydataalliance.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/BatteryDataAlliance/ - item: name: BatterySense description: >- A simple Arduino library to monitor battery consumption of your battery powered projects, being LiPo, LiIon, NiCd or any other battery type, single or multiple cells: if it can power your Arduino you can monitor it. homepage_url: https://github.com/rlogiacco/BatterySense repo_url: https://github.com/rlogiacco/BatterySense logo: BatterySense.svg crunchbase: https://www.crunchbase.com/organization/rci-bank - item: name: BattMo description: The Battery Modelling Toolbox (BattMo) is a resource for continuum modelling of electrochemical devices in MATLAB. homepage_url: https://batterymodel.com/battmo/ repo_url: https://github.com/BattMoTeam/BattMo logo: BattMo.svg extra: refs: ',https://zenodo.org/badge/latestdoi/410005581\n\nThe' organization: name: BatteryModel.com - item: name: beep description: >- A set of tools designed to support Battery Evaluation and Early Prediction of cycle life corresponding to the research of the d3batt program and the Toyota Research Institute. homepage_url: https://tri-amdd.github.io/beep/ repo_url: https://github.com/TRI-AMDD/beep logo: beep.svg crunchbase: https://www.crunchbase.com/organization/toyota-research-institute extra: refs: ',https://doi.org/10.1016/j.softx.2020.100506,https://doi.org/10.1016/j.softx.2020.100506' - item: name: CAEBAT OAS description: A flexible, robust, and computationally scalable open-architecture framework that integrates multi-physics and multi- scale battery models. homepage_url: https://vibe.ornl.gov/#introduction repo_url: null logo: CAEBAT OAS.svg crunchbase: https://www.crunchbase.com/organization/oak-ridge-national-laboratory - item: name: cellpy description: Extract and tweak data from electro-chemical tests of battery cells. homepage_url: https://cellpy.readthedocs.io/ repo_url: https://github.com/jepegit/cellpy logo: cellpy.svg crunchbase: https://www.crunchbase.com/organization/ife-b98a extra: topics: chemistry,electrochemistry,physics,data-analysis,opensource,battery - item: name: emobpy description: An open tool for creating battery-electric vehicle time series from empirical data. homepage_url: https://gitlab.com/diw-evu/emobpy/emobpy repo_url: https://gitlab.com/diw-evu/emobpy/emobpy license: MIT License logo: emobpy.svg crunchbase: https://www.crunchbase.com/organization/diw-berlin - item: name: ENNOID-BMS description: 'Open Source: Modular BMS based on LTC68XX & STM32 MCU for up to 400V EV battery pack.' homepage_url: https://www.ennoid.me/bms repo_url: https://github.com/EnnoidMe/ENNOID-BMS logo: ENNOID-BMS.svg extra: topics: bms,batteries,powerwall,slave-boards,battery-management-system organization: name: ENNOID - item: name: equiv-circ-model description: An equivalent circuit model for a battery cell, module, and pack. homepage_url: https://github.com/batterysim/equiv-circ-model repo_url: https://github.com/batterysim/equiv-circ-model logo: equiv-circ-model.svg extra: topics: battery,electric-vehicles,equivalent-circuit-model,battery-cell organization: name: batterysim - item: name: foxBMS description: >- A free, open and flexible development environment to design battery management systems. It is the first modular open source BMS development platform. homepage_url: https://github.com/foxBMS/foxBMS repo_url: https://github.com/foxBMS/foxBMS logo: foxBMS.svg crunchbase: https://www.crunchbase.com/organization/fraunhofer-iis - item: name: impedance.py description: A Python package for working with electro-chemical impedance data. homepage_url: https://github.com/ECSHackWeek/impedance.py repo_url: https://github.com/ECSHackWeek/impedance.py logo: impedance.py.svg extra: refs: ',https://zenodo.org/badge/latestdoi/136110609,https://doi.org/10.21105/joss.02349,https://doi.org/10.21105/joss.02349' topics: impedance,lithium-ion,battery,electrochemistry,fuel-cell,corrosion organization: name: ECS Hack Week - item: name: ISEAFramework description: >- Allows coupled electrical-thermal simulations of single storage systems (e.g. lithium ion batteries or double layer capacitors) or complete storage system packs. homepage_url: https://git.rwth-aachen.de/isea/framework repo_url: https://git.rwth-aachen.de/isea/framework license: BSD 3-Clause "New" or "Revised" License logo: ISEAFramework.svg crunchbase: https://www.crunchbase.com/organization/rwth-aachen-university - item: name: liionpack description: A battery pack simulation tool that uses the PyBaMM framework. homepage_url: https://liionpack.readthedocs.io/en/latest/ repo_url: https://github.com/pybamm-team/liionpack logo: liionpack.svg extra: refs: ',https://doi.org/10.21105/joss.04051' organization: name: PyBaMM Team - item: name: LIONSIMBA description: A Matlab framework based on a finite volume model suitable for Li-ion battery design, simulation, and control. homepage_url: https://github.com/lionsimbatoolbox/LIONSIMBA repo_url: https://github.com/lionsimbatoolbox/LIONSIMBA logo: LIONSIMBA.svg crunchbase: https://www.crunchbase.com/organization/university-of-pavia - item: name: long-live-the-battery description: Predicting total battery cycle life time with machine learning. homepage_url: https://github.com/dsr-18/long-live-the-battery repo_url: https://github.com/dsr-18/long-live-the-battery project_org: https://github.com/dsr-18 logo: long-live-the-battery.svg organization: name: dsr-18 - item: name: lp_opt description: Linear Programming Optimization Tool for Battery Energy Storage Systems. homepage_url: https://gitlab.lrz.de/open-ees-ses/lp_opt repo_url: https://gitlab.lrz.de/open-ees-ses/lp_opt logo: lp_opt.svg crunchbase: https://www.crunchbase.com/organization/leibniz-supercomputing-centre - item: name: offgridsystems description: Data sheet and assembly manual, component data sheets, busbars and files needed to build no-weld wireless BMS DKblock style battery packs. homepage_url: https://github.com/offgridsystems/Documents repo_url: https://github.com/offgridsystems/Documents logo: offgridsystems.svg extra: topics: battery,cell,bms,lithium,wireless,welding,cc1310,powerwall,ev,electric-vehicle,dkblock,no-weld organization: name: offgridsystems - item: name: open_BEA description: Open Battery Models for Electrical Grid Applications. homepage_url: https://gitlab.lrz.de/open-ees-ses/openbea repo_url: https://gitlab.lrz.de/open-ees-ses/openbea logo: open_BEA.svg crunchbase: https://www.crunchbase.com/organization/leibniz-supercomputing-centre - item: name: prediction-of-battery-cycle description: Data driven prediction of battery cycle life before capacity degradation. homepage_url: https://github.com/rdbraatz/data-driven-prediction-of-battery-cycle-life-before-capacity-degradation repo_url: https://github.com/rdbraatz/data-driven-prediction-of-battery-cycle-life-before-capacity-degradation logo: prediction-of-battery-cycle.svg crunchbase: https://www.crunchbase.com/organization/massachusetts-institute-of-technology-mit - item: name: PyBaMM description: Fast and flexible physics-based battery models in Python. homepage_url: https://www.pybamm.org/ repo_url: https://github.com/pybamm-team/PyBaMM logo: PyBaMM.svg extra: refs: ',https://doi.org/10.5334/jors.309' topics: pybamm,battery-models,solvers,python,batteries,simulation organization: name: PyBaMM Team - item: name: simses description: Software for techno-economic Simulation of Stationary Energy Storage Systems. homepage_url: https://gitlab.lrz.de/open-ees-ses/simses repo_url: https://gitlab.lrz.de/open-ees-ses/simses license: BSD 3-Clause "New" or "Revised" License logo: simses.svg crunchbase: https://www.crunchbase.com/organization/leibniz-supercomputing-centre - item: name: SLIDE description: SLIDE is a C++ code that simulates degradation of lithium ion cell. homepage_url: https://github.com/davidhowey/SLIDE repo_url: https://github.com/davidhowey/SLIDE logo: SLIDE.svg crunchbase: https://www.crunchbase.com/organization/university-of-oxford extra: refs: ',https://zenodo.org/badge/latestdoi/185216614.\n\n,https://doi.org/10.1149/2.0281914jes' - item: name: snl-quest description: An open source, Python-based software application suite for energy storage simulation and analysis developed by Sandia National Laboratories. homepage_url: https://github.com/snl-quest/snl-quest repo_url: https://github.com/snl-quest/snl-quest logo: snl-quest.svg crunchbase: https://www.crunchbase.com/organization/sandia-national-laboratories extra: topics: energy-storage,pyomo,kivy,sandia-national-laboratories,optimization,python - item: name: StorageVET description: A valuation model for analysis of energy storage technologies and some other energy resources paired with storage. homepage_url: https://www.storagevet.com repo_url: https://github.com/epri-dev/StorageVET logo: StorageVET.svg crunchbase: https://www.crunchbase.com/organization/epri - item: name: universal-battery-database description: The Universal Battery Database is an open source software for managing Lithium-ion cell data. homepage_url: https://github.com/Samuel-Buteau/universal-battery-database repo_url: https://github.com/Samuel-Buteau/universal-battery-database logo: universal-battery-database.svg crunchbase: https://www.crunchbase.com/organization/dalhousie-university extra: topics: lithium-ion,universal-battery-database,lithium-ion-cells,tensorflow,ml,deep-learning - subcategory: name: Hydrogen items: - item: name: GasModels.jl description: A Julia/JuMP Package for Gas Network Optimization. homepage_url: https://lanl-ansi.github.io/GasModels.jl/latest/ repo_url: https://github.com/lanl-ansi/GasModels.jl logo: GasModels.jl.svg crunchbase: https://www.crunchbase.com/organization/los-alamos-national-laboratory extra: topics: gas-network-formulations,optimization,gas-flow,network - item: name: gopem description: GOPEM is a graphical user interface of OPEM. homepage_url: http://gopem.ecsim.ir/ repo_url: https://github.com/ECSIM/gopem logo: gopem.svg extra: refs: ',https://doi.org/10.21105/joss.00676,https://doi.org/10.21105/joss.00676,https://doi.org/10.5281/zenodo.1133110' topics: opem,python,matplotlib,pyqt5,qt5,simulation,chemistry,fuel-cell,physics,electrochemistry,physics-simulation organization: name: ECSIM - item: name: HIM description: Hydrogen Infrastructure model for the analysis of spatially resolved hydrogen infrastructure pathways. homepage_url: https://github.com/FZJ-IEK3-VSA/HIM repo_url: https://github.com/FZJ-IEK3-VSA/HIM logo: HIM.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich - item: name: OPEM description: A modeling tool for evaluating the performance of proton exchange membrane fuel cells. homepage_url: http://opem.ecsim.ir repo_url: https://github.com/ECSIM/opem logo: OPEM.svg extra: refs: >- ,https://doi.org/10.3390/app9061066.\n,https://doi.org/10.21105/joss.00676,https://doi.org/10.21105/joss.00676,https://doi.org/10.5281/zenodo.1133110 topics: >- chemistry,pem,fuel-cell,opem,script,python,electrochemistry,dynamic-analysis,simulation,static-analysis,static-analyzer,simulator,physics,physics-simulation organization: name: ECSIM - item: name: pandapipes description: A pipeflow calculation tool that complements pandapower in the simulation of multi energy grids, in particular heat and gas networks. homepage_url: https://www.pandapipes.org repo_url: https://github.com/e2nIEE/pandapipes logo: pandapipes.svg crunchbase: https://www.crunchbase.com/organization/university-of-kassel - item: name: pem-dataset1 description: Proton Exchange Membrane Fuel Cell Dataset. homepage_url: https://github.com/ECSIM/pem-dataset1 repo_url: https://github.com/ECSIM/pem-dataset1 logo: pem-dataset1.svg extra: refs: ',https://doi.org/10.26434/chemrxiv.11902023' topics: >- pem,fuel-cell,dataset,polarization,proton-exchange-membrane,mea,data,data-science,chemistry,electrochemistry,energy,power,science,science-research,physics,activation-procedure,open-source,open-science,nafion,impedance organization: name: ECSIM - item: name: SciGRID_gas description: Methods to create an automated network model of the European gas transportation network. homepage_url: https://www.gas.scigrid.de/ repo_url: null license: Creative Commons Attribution 4.0 International logo: SciGRID_gas.svg crunchbase: https://www.crunchbase.com/organization/federal-ministry-for-economic-affairs-and-energy - item: name: The Hydrogen Risk Assessment Models description: >- The first-ever software toolkit that integrates deterministic and probabilistic models for quantifying accident scenarios, predicting physical effects, and characterizing hydrogen hazards impact on people and structures. homepage_url: https://github.com/sandialabs/hyram repo_url: https://github.com/sandialabs/hyram logo: The Hydrogen Risk Assessment Models.svg crunchbase: https://www.crunchbase.com/organization/sandia-national-laboratories extra: topics: snl-applications - item: name: Vehicle with Fuel Cell Powertrain description: Fuel cell electric vehicle with battery model and cooling system. homepage_url: https://github.com/mathworks/Fuel-Cell-Vehicle-Model-Simscape repo_url: https://github.com/mathworks/Fuel-Cell-Vehicle-Model-Simscape logo: Vehicle with Fuel Cell Powertrain.svg crunchbase: https://www.crunchbase.com/organization/mathworks - item: name: VirtualFCS description: A Modelica library for hybrid hydrogen fuel cell and battery power systems. homepage_url: https://github.com/Virtual-FCS/VirtualFCS repo_url: https://github.com/Virtual-FCS/VirtualFCS project_org: https://github.com/Virtual-FCS logo: VirtualFCS.svg crunchbase: https://www.crunchbase.com/organization/sintef - category: name: Energy Systems subcategories: - subcategory: name: Modeling and Optimization items: - item: name: AMIRIS homepage_url: https://dlr-ve.gitlab.io/esy/amiris/home/ project: null repo_url: https://gitlab.com/dlr-ve/esy/amiris/amiris license: Apache License 2.0 logo: amiris.svg crunchbase: https://www.crunchbase.com/organization/dlr - item: name: ANDES description: Power system transient dynamics simulation with symbolic modeling and numerical analysis. homepage_url: https://ltb.curent.org/andes/ repo_url: https://github.com/CURENT/andes logo: ANDES.svg crunchbase: https://www.crunchbase.com/organization/curent extra: topics: >- simulation,analysis,package,powerflow,timedomain,small-signal,toolbox,tool,library,modeling-dae,eigenvalue-analysis,andes,power-system,power-system-simulation,power-system-analysis,power-system-dynamics - item: name: Antares Simulator description: >- An Open Source power system simulator to quantify the adequacy or the economic performance of interconnected energy systems, at short or remote time horizons. homepage_url: https://antares-simulator.org repo_url: https://github.com/AntaresSimulatorTeam/Antares_Simulator project_org: https://github.com/AntaresSimulatorTeam logo: Antares Simulator.svg extra: topics: adequacy,simulation,power-systems organization: name: AntaresSimulatorTeam - item: name: antaresRead description: Import, manipulate and explore the results of an Antares simulation. homepage_url: https://github.com/rte-antares-rpackage/antaresRead repo_url: https://github.com/rte-antares-rpackage/antaresRead logo: antaresRead.svg extra: topics: r,monte-carlo-simulation,optimisation,simulation,linear-algebra,energy,electricity,adequacy,rhdf5,hdf5,rte,tyndp,bilan,previsionnel organization: name: rte-antares-rpackage - item: name: antaresViz description: >- Visualize the results of Antares, an Open Source power system simulator meant to be used by anybody placing value in quantifying the adequacy or the economic performance of interconnected energy systems, at short or remote time horizons. homepage_url: https://rte-antares-rpackage.github.io/antaresViz repo_url: https://github.com/rte-antares-rpackage/antaresViz logo: antaresViz.svg extra: topics: >- r,monte-carlo-simulation,simulation,optimization,linear-programming,stochastic-simulation-algorithm,energy,electric,renewable-energy,adequacy,shiny,shiny-apps,manipulatewidge,dygraphs,plotly,leaflet,rte,bilan,previsionnel,tyndp organization: name: rte-antares-rpackage - item: name: AnyMOD.jl description: Creating large scale energy system models with multiple periods of capacity expansion formulated as linear optimization problems. homepage_url: https://github.com/leonardgoeke/AnyMOD.jl repo_url: https://github.com/leonardgoeke/AnyMOD.jl logo: AnyMOD.jl.svg crunchbase: https://www.crunchbase.com/organization/eth-zurich extra: topics: capacity-expansion-planning,energy,julia,linear-programming,optimization - item: name: Asset-level Transition Risk in the Global Coal, Oil, and Gas Supply Chains description: The global fossil fuel supply chain, mapped at the asset-level. homepage_url: https://github.com/Lkruitwagen/global-fossil-fuel-supply-chain repo_url: https://github.com/Lkruitwagen/global-fossil-fuel-supply-chain logo: Asset-level Transition Risk in the Global Coal, Oil, and Gas Supply Chains.svg crunchbase: https://www.crunchbase.com/organization/oxford-earth-observation - item: name: Backbone description: A generic energy network optimization tool written in GAMS. homepage_url: https://gitlab.vtt.fi/backbone/backbone/-/wikis/home repo_url: https://gitlab.vtt.fi/backbone/backbone license: GNU Lesser General Public License v3.0 logo: Backbone.svg crunchbase: https://www.crunchbase.com/organization/vtt - item: name: Balmorel description: A partial equilibrium model for analyzing the electricity and combined heat and power sectors in an international perspective. homepage_url: http://www.balmorel.com repo_url: https://github.com/balmorelcommunity/Balmorel license: ISC License project_org: https://github.com/balmorelcommunity logo: Balmorel.svg extra: topics: energy-system-model,gams,optimisation-model organization: name: Balmorel Community - item: name: Calliope description: >- A framework to develop energy system models, with a focus on flexibility, high spatial and temporal resolution, the ability to execute many runs based on the same base model, and a clear separation of framework and model. homepage_url: https://www.callio.pe repo_url: https://github.com/calliope-project/calliope project_org: https://github.com/calliope-project logo: Calliope.svg extra: refs: ',https://doi.org/10.21105/joss.00825,https://doi.org/10.21105/joss.00825' topics: python,pyomo,energy,optimisation,energy-system organization: name: Calliope - item: name: CapacityExpansion.jl description: Future energy system planning (Generation and Transmission Capacity Expansion Planning) in Julia. homepage_url: https://youngfaithful.github.io/CapacityExpansion.jl/stable repo_url: https://github.com/YoungFaithful/CapacityExpansion.jl logo: CapacityExpansion.jl.svg crunchbase: https://www.crunchbase.com/organization/stanford-university extra: refs: >- ,https://zenodo.org/badge/latestdoi/178281868,https://doi.org/10.21105/joss.02034,https://doi.org/10.21105/joss.02034,https://doi.org/10.21105/joss.02034,https://doi.org/10.21105/joss.02034 topics: capacity-expansion-planning,energy,energy-optimization-model,julia,jump,clustering,california,germany - item: name: CIMapplication second_path: - System Management / Power System Calculation description: CIM J2EE application with resource adapter access to Spark. homepage_url: https://derrickoswald.github.io/CIMSparkPresentation/index.html repo_url: https://github.com/derrickoswald/CIMApplication logo: CIMapplication.svg crunchbase: https://www.crunchbase.com/organization/9code - item: name: CIMDraw second_path: - Shared / Data Management description: CIMDraw is a WebApp to view IEC CIM (CGMES) files homepage_url: https://cimug.ucaiug.org/ repo_url: https://github.com/danielePala/CIMDraw logo: cimdraw-text.svg crunchbase: https://www.crunchbase.com/organization/ricerca-sul-sistema-energetico-rse-s-p-a - item: name: CIMspace second_path: - Shared / Data Management description: >- CIMSpace allows you to read, display, analyze and edit CIM files, which are a data interchange format based on IEC standards 61968 & 61970. See CIM users group for additional details on the CIM format. homepage_url: https://github.com/derrickoswald repo_url: https://github.com/derrickoswald/CIMSpace logo: cimspace.svg crunchbase: https://www.crunchbase.com/organization/9code - item: name: CIMspark second_path: - System Management / Power System Calculation description: J2EE access to Spark for Common Information Model (CIM) applications. homepage_url: https://derrickoswald.github.io/CIMSparkPresentation/index.html repo_url: https://github.com/derrickoswald/CIMSpark logo: CIMspark.svg crunchbase: https://www.crunchbase.com/organization/9code - item: name: CIMSpy second_path: - Shared / Data Management description: CIM/RDF/XML file browser, editor, and validator. homepage_url: http://www.powerinfo.us/CIMSpyEE.html logo: cimspy-text.svg crunchbase: https://www.crunchbase.com/organization/power-info-llc - item: name: CIMTool second_path: - Shared / Data Management description: CIM profile and message schema creation, validation. homepage_url: https://wiki.cimtool.org repo_url: https://github.com/CIMug-org/CIMTool logo: cimtool-text.svg crunchbase: https://www.crunchbase.com/organization/langdale-consulting-and-technical-services - item: name: CityLearn description: Official reinforcement learning environment for demand response and load shaping. homepage_url: https://github.com/intelligent-environments-lab/CityLearn repo_url: https://github.com/intelligent-environments-lab/CityLearn logo: CityLearn.svg organization: name: Intelligent Environments Laboratory - item: name: CoMPAS second_path: - Distribution / Operation - Distribution / Station - Transmission / Operation - Transmission / Station - Acquisition and Control / Substation Node - Project Stack / Central Supporting Services description: >- Configuration Modules for Power industry Automation Systems. The CoMPAS project was formed to develop open source software components related to IEC 61850 model implementation (profile management) and configuration of a power industry Protection Automation and Control System (PACS). CoMPAS is part of the Digital Substation (DSAS) Initiative. homepage_url: https://www.lfenergy.org/projects/compas/ project: incubation repo_url: https://github.com/com-pas/.github project_org: https://github.com/com-pas url_for_bestpractices: https://github.com/com-pas/contributing.git logo: LFE_CoMPAS.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/compas/ mailing_list_url: https://lists.lfenergy.org/g/CoMPAS slack_channel: '#compas' LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%2Fcompas wiki_page: https://wiki.lfenergy.org/display/SHP SBOM: https://github.com/lfscanning/spdx-lfenergy/tree/main/compas TSC_meeting_notes: https://lists.lfenergy.org/g/CoMPAS-tsc/files/Monthly%20Compas%20TSC%20Meeting calendar: https://lists.lfenergy.org/g/compas/calendar contribution_guidelines: https://com-pas.github.io/contributing/ leads: Aliou Diate - item: name: CORAL second_path: - WETOStack / Cost models homepage_url: https://github.com/NREL/CORAL repo_url: https://github.com/NREL/CORAL logo: CORAL.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: deflex description: Flexible multi-regional energy system model for heat, power and mobility. homepage_url: https://github.com/reegis/deflex repo_url: https://github.com/reegis/deflex logo: deflex.svg extra: refs: >- ,https://doi.org/10.5281/zenodo.3572594\n\n\n------------------------------------------------\n\n,https://doi.org/10.5281/zenodo.3572594,https://doi.org/10.5281/zenodo.3572594\n\nGallery\n-------\n\nThe organization: name: reegis - item: name: demandlib description: With the demandlib you can create power and heat profiles for various sectors by scaling them to your desired demand. homepage_url: https://oemof.org repo_url: https://github.com/oemof/demandlib logo: demandlib.svg organization: name: oemof community - item: name: dieter_py description: >- An open source power sector optimization model that has been developed to investigate the role of electricity storage and sector coupling options in future scenarios with high shares of renewable energy sources. homepage_url: https://diw-evu.gitlab.io/dieter_public/dieterpy/ repo_url: https://gitlab.com/diw-evu/dieter_public/dieterpy license: MIT License additional_repos: - repo_url: https://gitlab.com/diw-evu/dieter_public/dietergms - repo_url: https://gitlab.com/diw-evu/dieter_public/DIETERjl - repo_url: https://gitlab.com/diw-evu/dieter_public/dieterpy_reduced logo: dieter_py.svg crunchbase: https://www.crunchbase.com/organization/diw-berlin - item: name: Dispa-SET description: Allows to model a power system at any level of detail e.g. micro-grid, region, country, continent. homepage_url: https://dispa-set.readthedocs.io/ repo_url: https://github.com/energy-modelling-toolkit/Dispa-SET logo: Dispa-SET.svg crunchbase: https://www.crunchbase.com/organization/joint-research-centre extra: topics: python,dispatch,power - item: name: DistAIX description: A simulator for cyber-physical power systems that makes use of high performance computing techniques to scale up the simulation. homepage_url: https://git.rwth-aachen.de/acs/public/simulation/DistAIXFramework/distaix repo_url: https://git.rwth-aachen.de/acs/public/simulation/DistAIXFramework/distaix license: GNU General Public License v3.0 logo: DistAIX.svg crunchbase: https://www.crunchbase.com/organization/rwth-aachen-university - item: name: draf description: Analysis and decision support framework for local multi-energy hubs focusing on demand response. homepage_url: https://github.com/DrafProject/draf repo_url: https://github.com/DrafProject/draf additional_repos: - repo_url: https://github.com/DrafProject/draf_demo_case_studies logo: draf.svg extra: refs: ',https://doi.org/10.3390/su14138025,https://doi.org/10.3390/su14138025\n' topics: decarbonization,decision-support,demand-response,flexibility-modeling,optimization,energy-system-modeling organization: name: The Draf Project - item: name: Dynaωo second_path: - System Management / Power System Calculation - Project Stack / Business Intelligence homepage_url: https://dynawo.energy project: incubation repo_url: https://github.com/dynawo/dynawo project_org: https://github.com/dynawo logo: dynawo.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/dynawo/ mailing_list_url: https://lists.lfenergy.org/g/dynawo slack_channel: '#dynawo' LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%2Fdynawo wiki_page: https://wiki.lfenergy.org/display/DYN SBOM: https://github.com/lfscanning/spdx-lfenergy/tree/main/dynawo TSC_meeting_notes: none calendar: https://lists.lfenergy.org/g/dynawo/calendar contribution_guidelines: https://github.com/dynawo/.github/blob/master/CONTRIBUTING.md leads: Marco Chiaramello - item: name: eGon homepage_url: https://ego-n.org/ repo_url: https://github.com/openego/eGo project_org: https://github.com/openego logo: egon.svg crunchbase: https://www.crunchbase.com/organization/federal-ministry-for-economic-affairs-and-energy - item: name: EIAdata description: Provides programmatic access to the Energy Information Administration's API. homepage_url: https://github.com/Matt-Brigida/EIAdata repo_url: https://github.com/Matt-Brigida/EIAdata logo: EIAdata.svg crunchbase: https://www.crunchbase.com/organization/u-s-energy-information-administration - item: name: EMMA description: A techno-economic model of the north-west European power market covering France, Benelux, Germany and Poland. homepage_url: https://emma-model.com/ repo_url: https://github.com/emma-model/EMMA project_org: https://github.com/emma-model logo: EMMA.svg crunchbase: https://www.crunchbase.com/organization/hertie-school-of-governance - item: name: Energy Policy Simulator description: The open-source United States Energy Policy Simulator estimates environmental and economic impacts of hundreds of climate and energy policies. homepage_url: https://github.com/EnergyInnovation/eps-us repo_url: https://github.com/EnergyInnovation/eps-us logo: Energy Policy Simulator.svg organization: name: Energy Innovation - item: name: Energy System Technology Data description: >- Compilation of assumptions about energy system technologies such as cost, efficiency and lifetime that can be read by energy system modelling software. homepage_url: https://technology-data.readthedocs.io repo_url: https://github.com/PyPSA/technology-data logo: Energy System Technology Data.svg extra: refs: ',https://doi.org/10.5281/zenodo.3994163' topics: energy,costs,energy-system-model organization: name: PyPSA - item: name: energy-py description: Reinforcement learning for energy systems. homepage_url: https://github.com/ADGEfficiency/energy-py repo_url: https://github.com/ADGEfficiency/energy-py logo: energy-py.svg extra: topics: reinforcement-learning,energy organization: name: ADG Efficiency twitter: https://twitter.com/ADGEfficiency - item: name: energy-py-linear description: Optimizing energy systems using mixed integer linear programming. homepage_url: https://github.com/ADGEfficiency/energy-py-linear repo_url: https://github.com/ADGEfficiency/energy-py-linear logo: energy-py-linear.svg extra: topics: python,optimization,energy organization: name: ADG Efficiency twitter: https://twitter.com/ADGEfficiency - item: name: energyRt description: Making Energy Systems Modeling as simple as a linear regression in R. homepage_url: http://www.energyRt.org repo_url: https://github.com/energyRt/energyRt logo: energyRt.svg extra: topics: energy-models,gams,glpk,pyomo,julia organization: name: energyRt - item: name: ERF second_path: - WETOStack / High fidelity models homepage_url: https://github.com/erf-model/ERF repo_url: https://github.com/erf-model/ERF logo: ERF.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: ESDL description: A modelling language created for the components in an energy system and their relations towards each other. homepage_url: https://energytransition.gitbook.io/esdl/ repo_url: https://github.com/EnergyTransition/ESDL logo: ESDL.svg crunchbase: https://www.crunchbase.com/organization/tno extra: topics: esdl,energy,energy-transition,energy-transition-calculation,dsl,description-language,language,energy-information,interoperability - item: name: ExaGO description: >- ExaGO is a library for solving large-scale alternating current optimal power flow (ACOPF) problems including stochastic effects, security constraints and multi-period constraints. homepage_url: https://gitlab.pnnl.gov/exasgd/frameworks/exago repo_url: https://gitlab.pnnl.gov/exasgd/frameworks/exago license: BSD Zero Clause License logo: exago.svg crunchbase: https://www.crunchbase.com/organization/battelle-memorial-institute - item: name: FAME homepage_url: https://gitlab.com/fame-framework/wiki/-/wikis/home project: null repo_url: https://gitlab.com/fame-framework license: Apache License 2.0 logo: fame.svg crunchbase: https://www.crunchbase.com/organization/dlr - item: name: FINE description: Provides a framework for modeling, optimizing and assessing energy systems. homepage_url: https://github.com/FZJ-IEK3-VSA/FINE repo_url: https://github.com/FZJ-IEK3-VSA/FINE logo: FINE.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich - item: name: FledgePOWER second_path: - Generation / Operation - Generation / Station - Distribution / Operation - Distribution / Station - Transmission / Operation - Transmission / Station - Acquisition and Control / Communication Infrastructure - Project Stack / Edge & Distributed Intelligence homepage_url: https://www.lfenergy.org/projects/fledgepower/ project: incubation repo_url: https://github.com/fledge-power/contributing project_org: https://github.com/fledge-power url_for_bestpractices: https://github.com/fledge-power logo: fledge-power.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/fledgepower/ mailing_list_url: https://lists.lfenergy.org/g/Fledgepower-General slack_channel: '#fledgepower' LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%fledgepower wiki_page: https://wiki.lfenergy.org/display/FLED SBOM: none TSC_meeting_notes: none calendar: https://lists.lfenergy.org/g/fledgepower-tsc/calendar contribution_guidelines: https://github.com/fledge-power/contributing/blob/main/CONTRIBUTING.md leads: Akli Rahmoun, RTE - item: name: FlexiGIS description: >- Extracts, filters and categorizes the geo-referenced urban energy infrastructure and allocates the required decentralized storage in urban settings. homepage_url: https://github.com/FlexiGIS/FlexiGIS repo_url: https://github.com/FlexiGIS/FlexiGIS additional_repos: - repo_url: https://github.com/FlexiGIS/FlexiGIS_light - repo_url: https://github.com/FlexiGIS/FlexiGIS-plugin - repo_url: https://github.com/FlexiGIS/FlexiGIS-Grid - repo_url: https://github.com/FlexiGIS/FlexiGIS_Philadelphia logo: FlexiGIS.svg crunchbase: https://www.crunchbase.com/organization/german-aerospace-center extra: refs: ',https://doi.org/10.5281/zenodo.4497334' - item: name: Frictionless Energy data description: Common medium to facilitate the flow of data between energy and environmental models in a way that can be automated. homepage_url: https://sentinel-energy.github.io/friendly_data/ repo_url: https://github.com/sentinel-energy/friendly_data logo: Frictionless Energy data.svg crunchbase: https://www.crunchbase.com/organization/sentinel-energy - item: name: Gear-SCouP second_path: - WETOStack / Design and optimization homepage_url: https://github.com/NREL/GEAR-SCouP repo_url: https://github.com/NREL/GEAR-SCouP logo: Gear-SCouP.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: GENeSYS-MOD description: An open-source energy system model, originally based on the Open-Source Energy Modeling System (OSeMOSYS) framework, with various additions. homepage_url: https://git.tu-berlin.de/genesysmod/genesys-mod-public repo_url: https://git.tu-berlin.de/genesysmod/genesys-mod-public logo: GENeSYS-MOD.svg crunchbase: https://www.crunchbase.com/organization/cfe-tu-berlin - item: name: GenX description: >- A highly-configurable, open source electricity resource capacity expansion model that incorporates several state-of-the-art practices in electricity system planning to offer improved decision support for a changing electricity landscape. homepage_url: https://genxproject.github.io/GenX repo_url: https://github.com/GenXProject/GenX logo: GenX.svg crunchbase: https://www.crunchbase.com/organization/mit-energy-initiative - item: name: glaes description: Geospatial Land Availability for Energy Systems. homepage_url: https://github.com/FZJ-IEK3-VSA/glaes repo_url: https://github.com/FZJ-IEK3-VSA/glaes logo: glaes.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich extra: refs: ',https://zenodo.org/badge/latestdoi/114907468,https://doi.org/10.1016/j.renene.2019.06.127,https://doi.org/10.1016/j.apenergy.2019.113794' topics: geospatial,geospatial-analysis,renewable-energy,energy,python - item: name: GlobalEnergyGIS description: Generates input data for energy models on renewable energy in arbitrary world regions using public datasets. homepage_url: https://github.com/niclasmattsson/GlobalEnergyGIS repo_url: https://github.com/niclasmattsson/GlobalEnergyGIS logo: GlobalEnergyGIS.svg organization: name: Niclas Mattsson - item: name: Grid Capacity Map second_path: - System Management / Power System Calculation - Project Stack / Business Intelligence - Transmission / Station - Distribution / Station - Transmission / Field - Distribution / Field description: >- A map that gives customers and stakeholders public information about grid capacity and grid connection cost in different locations. The purpose is to give early indication to customers that want to connect to the grid. The aim is to ensure customer and stakeholders expectations on grid connections are realistic to give a better connection experience with fewer surprises for both grid owner (DSO/TSO), grid customers and other stakeholders. homepage_url: https://github.com/gridcapacitymap project: sandbox repo_url: https://github.com/gridcapacitymap/tsc project_org: https://github.com/gridcapacitymap logo: grid-capacity-map.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/gridcapacitymap/ mailing_list_url: https://lists.lfenergy.org/g/gridcapacitymap-general slack_channel: none LFX_insights_url: none wiki_page: https://wiki.lfenergy.org/display/GCM SBOM: none TSC_meeting_notes: https://github.com/gridcapacitymap/tsc/tree/main/tsc/meetings calendar: https://lists.lfenergy.org/g/gridcapacitymap-tsc/calendar contribution_guidelines: none leads: Harald Klomp - item: name: GridPath description: A versatile simulation and optimization platform for power-system planning and operations. homepage_url: https://www.gridpath.io repo_url: https://github.com/blue-marble/gridpath logo: GridPath.svg extra: refs: ',https://zenodo.org/badge/latestdoi/65574330' topics: energy,electricity,power,renewables,renewable-energy,planning,power-systems,power-system-simulation,power-system-analysis,optimization organization: name: Blue Marble Analytics - item: name: Hierarchical Engine for Large-scale Infrastructure Co-Simulation description: >- Today the core uses are in the energy domain, where there is extensive and growing support for a wide-range of electric power system, natural gas, communications and control-schemes, transportation, buildings, and related domain tools. homepage_url: https://docs.helics.org/en/latest/ repo_url: https://github.com/GMLC-TDC/HELICS logo: Hierarchical Engine for Large-scale Infrastructure Co-Simulation.svg extra: topics: simulation,co-simulation,power-grids,simulation-framework organization: name: GMLC-TDC - item: name: HybridBOSSE second_path: - WETOStack / Cost models homepage_url: https://github.com/NREL/HybridBOSSE repo_url: https://github.com/NREL/HybridBOSSE logo: HybridBOSSE.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: Hyphae second_path: - DER / Field - DER / Operation - DER / Station - Project Stack / Edge & Distributed Intelligence - Acquisition and Control / Edge Node Control homepage_url: https://www.lfenergy.org/projects/hyphae/ project: incubation repo_url: https://github.com/hyphae/apis-common project_org: https://github.com/hyphae logo: hyphae.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/hyphae/ mailing_list_url: https://lists.lfenergy.org/g/hyphae-general slack_channel: '#hyphae' LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%2Fhyphae wiki_page: https://wiki.lfenergy.org/display/HYP SBOM: https://github.com/lfscanning/spdx-lfenergy/tree/main/hyphae TSC_meeting_notes: none calendar: https://lists.lfenergy.org/g/hyphae-tsc/calendar contribution_guidelines: none leads: Asimenia Korompili - item: name: Interactive Power Flow (IPF) homepage_url: https://bpa-ipf.readthedocs.io repo_url: https://github.com/mbheinen/bpa-ipf-tsp logo: ipf.svg crunchbase: https://www.crunchbase.com/organization/bonneville-power-administration - item: name: IRENA FlexTool homepage_url: https://irena-flextool.github.io/flextool/ repo_url: https://github.com/irena-flextool/flextool project_org: https://github.com/irena-flextool logo: irena-flextool.svg crunchbase: https://www.crunchbase.com/organization/irena-2 - item: name: Joulia.jl description: A Large-Scale Spatial Power System Model for Julia. homepage_url: https://github.com/JuliaEnergy/Joulia.jl repo_url: https://github.com/JuliaEnergy/Joulia.jl additional_repos: - repo_url: https://github.com/JuliaEnergy/JouliaExamples logo: Joulia.jl.svg extra: refs: ',https://doi.org/10.3390/en12061153' organization: name: JuliaEnergy - item: name: Linopy homepage_url: https://linopy.readthedocs.io/ repo_url: https://github.com/pypsa/linopy logo: linopy.svg organization: name: PyPSA - item: name: load_forecasting description: Load forecasting on Delhi area electric power load using ARIMA, RNN, LSTM and GRU models. homepage_url: https://github.com/pyaf/load_forecasting repo_url: https://github.com/pyaf/load_forecasting logo: load_forecasting.svg crunchbase: https://www.crunchbase.com/organization/tvarit extra: topics: machine-learning,rnn,lstm,gru,arima,wma,ses,sma,electric-load-forecasting,time-series-forecasting - item: name: MAFRIT second_path: - WETOStack / Engineering-fidelity physics models homepage_url: https://github.com/NREL/MAFRIT repo_url: https://github.com/NREL/MAFRIT logo: MAFRIT.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: MAGMA second_path: - WETOStack / Grid load and demand models homepage_url: https://github.com/NREL/MAGMA repo_url: https://github.com/NREL/MAGMA logo: MAGMA.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: Marmot second_path: - WETOStack / Cost models homepage_url: https://github.com/NREL/Marmot repo_url: https://github.com/NREL/Marmot logo: Marmot.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: matpower description: A package of M-files for solving power flow, continuation power flow and optimal power flow problems using MATLAB or Octave. homepage_url: https://matpower.org repo_url: https://github.com/MATPOWER/matpower logo: matpower.svg extra: refs: >- ,https://doi.org/10.5281/zenodo.3237850,https://doi.org/10.5281/zenodo.3237866,https://doi.org/10.5281/zenodo.3237900,https://doi.org/10.5281/zenodo.3237909,https://doi.org/10.5281/zenodo.4074135,https://doi.org/10.5281/zenodo.3236535.\n\n####,https://doi.org/10.5281/zenodo.4074122,https://doi.org/10.1109/TPWRS.2010.2051168\n,https://doi.org/10.1109/PES.2009.5275967\n,https://doi.org/10.1109/TPWRS.2007.901301\n,https://doi.org/10.1109/TSG.2013.2281001\n,https://doi.org/10.1109/TSTE.2018.2865454\n,https://doi.org/10.5281/zenodo.3236535\n,https://doi.org/10.5281/zenodo.3236519\n topics: matpower,matpower-github organization: name: MATPOWER Development - item: name: Minpower description: An open source toolkit for students and researchers in power systems. homepage_url: https://adamgreenhall.github.io/minpower repo_url: https://github.com/adamgreenhall/minpower logo: Minpower.svg crunchbase: https://www.crunchbase.com/organization/university-of-washington - item: name: Model Energy description: >- This is the code for the online optimization of zero-direct-emission electricity systems with wind, solar and storage (using batteries and electrolysed hydrogen gas) to provide a baseload electricity demand, using the cost and other assumptions of your choice. homepage_url: https://github.com/PyPSA/whobs-server repo_url: https://github.com/PyPSA/whobs-server logo: whobs-server.svg organization: name: PyPSA - item: name: MVS description: >- The multi-vector simulator allows the evaluation of local sector-coupled energy systems that include the energy carriers electricity, heat and/or gas. homepage_url: https://github.com/rl-institut/multi-vector-simulator repo_url: https://github.com/rl-institut/multi-vector-simulator logo: MVS.svg extra: refs: ',https://doi.org/10.5281/zenodo.4610237\n' organization: name: Reiner Lemoine Institut - item: name: NEMO second_path: - Earth Systems / Hydrosphere description: >- A state-of-the-art modeling framework for research activities and forecasting services in ocean and climate sciences, developed in a sustainable way by a European consortium. homepage_url: https://www.nemo-ocean.eu/ repo_url: https://github.com/bje-/NEMO logo: NEMO.svg crunchbase: https://www.crunchbase.com/organization/university-of-new-south-wales - item: name: Nempy description: Aims to enhance the Australian electricity industries modeling and analytical capabilities. homepage_url: https://nempy.readthedocs.io/en/latest/ repo_url: https://github.com/UNSW-CEEM/nempy logo: nempy.svg crunchbase: https://www.crunchbase.com/organization/university-of-new-south-wales - item: name: oemof description: >- Open Energy Modelling Framework - A Python toolbox for energy system modeling and optimization. A community driven, modular, flexible and generic software project. homepage_url: https://oemof.org repo_url: https://github.com/oemof/oemof logo: oemof.svg extra: refs: >- ,https://doi.org/10.5281/zenodo.596235\n\n*,https://doi.org/10.5281/zenodo.3606384\n\n*,https://doi.org/10.5281/zenodo.2625698\n\n*,https://doi.org/10.5281/zenodo.2553504\n\n*,https://doi.org/10.5281/zenodo.2554101\n\n*,https://doi.org/10.5281/zenodo.2555866\n\n*,https://doi.org/10.5281/zenodo.824267\n\n\nProjects organization: name: oemof community - item: name: oemof-solph description: A model generator for energy system modeling and optimization. homepage_url: https://oemof.org repo_url: https://github.com/oemof/oemof-solph logo: oemof-solph.svg extra: refs: ',https://doi.org/10.5281/zenodo.596235\n\n,https://doi.org/10.1016/j.simpa.2020.100028,https://doi.org/10.1016/j.esr.2018.07.001' topics: energy,energy-system,modelling,modelling-framework organization: name: oemof community - item: name: oemof-thermal description: >- Provides tools to model thermal energy components as an extension of oemof.solph, e.g. compression heat pumps, concentrating solar plants, thermal storage and solar thermal collectors. homepage_url: https://oemof.org repo_url: https://github.com/oemof/oemof-thermal logo: oemof-thermal.svg extra: refs: ',https://doi.org/10.5281/zenodo.3606385\n' organization: name: oemof community - item: name: OMEGAlpes description: Aims to be an energy systems modeling tool for linear optimization (LP, MILP). homepage_url: https://omegalpes-examples.readthedocs.io/ repo_url: https://gricad-gitlab.univ-grenoble-alpes.fr/omegalpes/omegalpes license: Apache License 2.0 logo: OMEGAlpes.svg crunchbase: https://www.crunchbase.com/organization/grenoble-alpes-university - item: name: onsset description: >- A GIS based optimization tool that has been developed to support electrification planning and decision making for the achievement of energy access goals in currently unserved locations. homepage_url: http://www.onsset.org repo_url: https://github.com/OnSSET/onsset logo: onsset.svg organization: name: The Open Source Spatial Electrification Tool - item: name: Open Energy Platform description: >- Aims to ensure quality, transparency and reproducibility in energy system research. It is a collection of various tools and information and that help working with energy-related data. homepage_url: http://openenergy-platform.org/ repo_url: https://github.com/OpenEnergyPlatform/oeplatform logo: Open Energy Platform.svg extra: topics: oep,django,rest-api,energy,database,open-energy-family,open-data organization: name: Open Energy Family - item: name: Open Energy System Databases description: Employ open data methods to collect, clean, and republish energy-related datasets for open use. homepage_url: https://en.wikipedia.org/wiki/Open_energy_system_databases repo_url: null logo: Open Energy System Databases.svg crunchbase: https://www.crunchbase.com/organization/wikipedia - item: name: Open Energy System Models description: Used to explore future energy systems and are often applied to questions involving energy and climate policy. homepage_url: https://en.wikipedia.org/wiki/Open_energy_system_models repo_url: null logo: Open Energy System Models.svg crunchbase: https://www.crunchbase.com/organization/wikipedia - item: name: Open Modeling Framework description: A set of Python libraries for simulating power systems behavior with an emphasis on cost-benefit analysis of emerging technologies. homepage_url: https://omf.coop repo_url: https://github.com/dpinney/omf logo: Open Modeling Framework.svg crunchbase: https://www.crunchbase.com/organization/nreca - item: name: Open Models description: This page lists energy models published under open source licenses. homepage_url: https://wiki.openmod-initiative.org/wiki/Open_Models repo_url: null logo: Open Models.svg organization: name: openmod initiative - item: name: openCEM description: Capacity Expansion Model and Optimiser for the Australian National Energy Market. homepage_url: https://github.com/openCEMorg/openCEM repo_url: https://github.com/openCEMorg/openCEM logo: openCEM.svg organization: name: openCEM - item: name: openENTRANCE description: >- The Horizon 2020 openENTRANCE project aims at developing, using and disseminating an open, transparent and integrated modeling platform for assessing low-carbon transition pathways in Europe. homepage_url: http://openentrance.eu repo_url: https://github.com/openENTRANCE/openentrance logo: openENTRANCE.svg crunchbase: https://www.crunchbase.com/organization/horizon-europe - item: name: OpenGEH second_path: - Shared / Data Management - Project Stack / Business Intelligence homepage_url: https://opengeh.energy project: sandbox repo_url: https://github.com/opengeh/.github project_org: https://github.com/opengeh logo: opengeh.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/opengeh/ leads: Nicolas Bernhardi - item: name: OpenIPSL description: >- A library of power system component models written in the Modelica language that can be used for power system dynamic analysis, such as phasor time-domain simulations. homepage_url: https://doc.openipsl.org/ repo_url: https://github.com/OpenIPSL/OpenIPSL logo: OpenIPSL.svg extra: topics: hacktoberfest organization: name: OpenIPSL - item: name: OpenSCD homepage_url: https://openscd.energy project: sandbox repo_url: https://github.com/openscd/open-scd project_org: https://github.com/openscd logo: openscd.svg crunchbase: https://www.crunchbase.com/organization/lf-energy - item: name: OpenSTEF second_path: - Generation / Enterprise - Transmission / Enterprise - Distribution / Enterprise - DER / Enterprise - Customer Premises / Enterprise - System Management / Power System Calculation - Project Stack / Business Intelligence homepage_url: https://openstef.energy project: incubation repo_url: https://github.com/OpenSTEF/openstef project_org: https://github.com/OpenSTEF url_for_bestpractices: https://github.com/OpenSTEF logo: openstef.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/openstef/ mailing_list_url: https://lists.lfenergy.org/g/openstef slack_channel: '#openstef' LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%2Fopenstf wiki_page: https://wiki.lfenergy.org/display/OS SBOM: none TSC_meeting_notes: https://wiki.lfenergy.org/display/OS/Meeting+notes+-+overview calendar: https://lists.lfenergy.org/g/openstef/calendar contribution_guidelines: https://github.com/OpenSTEF/.github/blob/main/CONTRIBUTING.md leads: Frank Kreuwel topics: forecasting,energy,python,data-science,machine-learning,time-series - item: name: openTEPES description: Determines the investment plans of new facilities (generators, ESS and lines) for supplying the forecasted demand at minimum cost. homepage_url: https://github.com/IIT-EnergySystemModels/openTEPES repo_url: https://github.com/IIT-EnergySystemModels/openTEPES logo: openTEPES.svg extra: refs: ',https://doi.org/10.1016/j.softx.2022.101070' organization: name: Comillas Pontifical University - item: name: open_plan homepage_url: https://open-plan-tool.org/ repo_url: https://github.com/open-plan-tool/gui license: MIT License project_org: https://github.com/open-plan-tool logo: open_plan.svg crunchbase: https://www.crunchbase.com/organization/federal-ministry-for-economic-affairs-and-energy - item: name: OSeMOSYS second_path: - Asset Management / Asset Investment Planning description: >- An open source modeling system for long-run integrated assessment and energy planning. It has been employed to develop energy systems models from the scale of continents (African Power Pools, South America, EU28+2) down to the scale of countries, regions and villages. homepage_url: http://www.osemosys.org repo_url: https://github.com/OSeMOSYS/OSeMOSYS project_org: https://github.com/OSeMOSYS logo: OSeMOSYS.svg crunchbase: https://www.crunchbase.com/organization/osemosys extra: topics: energy-model,energy,osemosys,energy-planners,investment,students - item: name: pandapower second_path: - System Management / Power System Calculation description: An easy to use open source tool for power system modeling, analysis and optimization with a high degree of automation. homepage_url: http://www.pandapower.org/ repo_url: https://github.com/e2nIEE/pandapower logo: pandapower.svg crunchbase: https://www.crunchbase.com/organization/university-of-kassel - item: name: Peaky Finders description: A Plotly Dash application with helpful peak load visualizations and a day ahead forecasting model for five different ISOs. homepage_url: https://github.com/kbaranko/peaky-finders repo_url: https://github.com/kbaranko/peaky-finders logo: Peaky Finders.svg crunchbase: https://www.crunchbase.com/organization/paces-ai - item: name: POMATO description: An easy to use tool for the comprehensive analysis of the modern electricity market. homepage_url: https://pomato.readthedocs.io/ repo_url: https://github.com/richard-weinhold/pomato logo: POMATO.svg crunchbase: https://www.crunchbase.com/organization/federal-ministry-for-economic-affairs-and-energy - item: name: Power Grid Model second_path: - Distribution / Operation - Distribution / Enterprise - DER / Operation - DER / Enterprise - System Management / Power System Calculation - Project Stack / Business Intelligence homepage_url: https://powergridmodel.energy project: incubation repo_url: https://github.com/PowerGridModel/power-grid-model project_org: https://github.com/PowerGridModel logo: powergridmodel.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/PowerGridModel/ mailing_list_url: https://lists.lfenergy.org/g/powergridmodel slack_channel: null LFX_insights_url: https://insights-v2.lfx.linuxfoundation.org/powergridmodel/trends wiki_page: https://wiki.lfenergy.org/display/PGM/Power+Grid+Model+Home SBOM: https://github.com/lfscanning/spdx-lfenergy/tree/main/PowerGridModel contribution_guidelines: https://github.com/PowerGridModel/.github/blob/main/CONTRIBUTING.md leads: Tony Xiang - item: name: Power System Analysis Toolbox description: A Matlab toolbox for electric power system analysis and simulation. homepage_url: http://faraday1.ucd.ie/psat.html repo_url: null logo: Power System Analysis Toolbox.svg crunchbase: https://www.crunchbase.com/organization/university-college-dublin - item: name: PowerGAMA description: A lightweight simulation tool for high level analyses of renewable energy integration in large power systems. homepage_url: https://bitbucket.org/harald_g_svendsen/powergama/wiki/Home repo_url: https://bitbucket.org/harald_g_svendsen/powergama logo: PowerGAMA.svg crunchbase: https://www.crunchbase.com/organization/sintef - item: name: PowerGenome description: A tool to quickly and easily create inputs for power systems models. homepage_url: https://github.com/PowerGenome/PowerGenome repo_url: https://github.com/PowerGenome/PowerGenome project_org: https://github.com/PowerGenome logo: PowerGenome.svg extra: refs: >- ,https://doi.org/10.5281/zenodo.4426096,https://doi.org/10.5281/zenodo.3653158,https://doi.org/10.5281/zenodo.3653158,https://doi.org/10.5281/zenodo.3653158 topics: python,capacity-expansion-planning,power-systems organization: name: Carbon Impact Consulting - item: name: PowerMatcher second_path: - Customer and Market / Market Platform Gateway description: The PowerMatcher is a ‘demand response’ technology that balances all smart devices, from low voltage to high voltage, in a virtual market. homepage_url: http://flexiblepower.github.io/technology/powermatcher/ repo_url: https://github.com/flexiblepower/powermatcher logo: powermatcher-txt.svg crunchbase: https://www.crunchbase.com/organization/powermatcher - item: name: PowerSimulations.jl description: A Julia package for power system modeling and simulation of Power Systems operations. homepage_url: https://www.nrel.gov/analysis/siip.html repo_url: https://github.com/NREL-SIIP/PowerSimulations.jl logo: PowerSimulations.jl.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/109443246' topics: julia,powersystems,optimization,energy,electricity,analysis,simulations - item: name: PowerSystemDataModel description: Provides an extensive data model capable of modeling energy systems with high granularity e.g. for bottom-up simulations. homepage_url: https://github.com/ie3-institute/PowerSystemDataModel repo_url: https://github.com/ie3-institute/PowerSystemDataModel logo: PowerSystemDataModel.svg extra: topics: simulation,datamodel,powersystem organization: name: Institute of Energy Systems, Energy Efficiency and Energy Economics - ie3 - item: name: PowerSystems.jl description: Provides a rigorous data model using Julia structures to enable power systems analysis and modeling. homepage_url: https://www.nrel.gov/analysis/siip.html repo_url: https://github.com/NREL-SIIP/PowerSystems.jl logo: PowerSystems.jl.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/114039584,https://doi.org/10.1016/j.softx.2021.100747' topics: julia,powersystems,energy-system,electrical,siip,nrel - item: name: PowNet description: A least-cost optimization model for simulating the Unit Commitment and Economic Dispatch of large-scale (regional to country) power systems. homepage_url: https://github.com/kamal0013/PowNet repo_url: https://github.com/kamal0013/PowNet logo: PowNet.svg crunchbase: https://www.crunchbase.com/organization/ministry-of-education extra: refs: >- ,https://doi.org/10.5281/zenodo.4020167,https://zenodo.org/record/4688309#.YHc5euhKguU,https://zenodo.org/record/3756750,https://zenodo.org/record/4020167#.X1hqrGhKguU,https://doi.org/10.1029/2020EF001814,http://doi.org/10.5334/jors.302.\n\nIn,https://zenodo.org/record/4020167#.X1hsSWhKguU,https://doi.org/10.1029/2020EF001814.\n2.\tChowdhury,https://doi.org/10.1061/(ASCE)WR.1943-5452.0001279,http://doi.org/10.5334/jors.302.\n topics: >- power-system-analysis,unit-commitment,economic-dispatch,transmission,dc-flow,n-1-criterion,water-energy-nexus,python,dispatchable-units,renewable-resources,electricity-supply,substations - item: name: PowSyBl second_path: - System Management / Power System Calculation - Project Stack / Business Intelligence description: >- A High-Performance Computing Framework For Grid Simulation and Planning. PowSyBl provides the code building blocks for the simulations and analyses of power systems, for horizons from real-time operation to investment planning. homepage_url: https://www.powsybl.org project: earlyadoption repo_url: https://github.com/powsybl/powsybl-core project_org: https://github.com/powsybl logo: powsybl.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/powsysbl/ mailing_list_url: https://lists.lfenergy.org/g/powsybl slack_channel: none LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%2Fpowsybl wiki_page: https://wiki.lfenergy.org/display/POW SBOM: https://github.com/lfscanning/spdx-lfenergy/tree/main/powsybl TSC_meeting_notes: none calendar: https://lists.lfenergy.org/g/powsybl-tsc/calendar contribution_guidelines: https://www.powsybl.org/pages/contributing/ leads: Anne Tilloy topics: powsybl,klu,power-systems,power-system-simulation,energy-system,modular,extensible,java,groovy,load-flow,cim,power-flow,loadflow,powerflow - item: name: PowSyBl Open Load Flow description: >- An open source implementation of the load flow API that can be found in PowSyBl Core. It supports AC Newtow-Raphson and linear DC calculation methods. homepage_url: https://github.com/powsybl/powsybl-open-loadflow repo_url: https://github.com/powsybl/powsybl-open-loadflow logo: PowSyBl Open Load Flow.svg extra: null organization: name: powsybl - item: name: PSP-UFU description: Open-Source Software with advanced GUI features and CAD tools for electrical power system studies. homepage_url: https://thales1330.github.io/PSP/ repo_url: https://github.com/Thales1330/PSP logo: PSP-UFU.svg crunchbase: https://www.crunchbase.com/organization/federal-university-of-uberlandia extra: refs: ',https://zenodo.org/badge/latestdoi/64333860,https://doi.org/10.1002/2050-7038.12185,https://doi.org/10.1177/0020720919879058' topics: >- psp-ufu,power-system-simulation,power-flow,short-circuit,stability,harmonics,educational-software,research,industry-aplication,graphical-user-interface,computer-aided-design,synchronous-machine,user-defined-control,induction-motors,free-and-open-source-software,open-source-project,free-libre-open-source-software - item: name: pyGRETA description: >- Python Generator of REnewable Time series and mAps: a tool that generates high-resolution potential maps and time series for user-defined regions within the globe. homepage_url: https://pygreta.readthedocs.io/ repo_url: https://github.com/tum-ens/pyGRETA logo: pyGRETA.svg crunchbase: https://www.crunchbase.com/organization/potsdam-institute-for-climate-impact-research extra: refs: ',https://zenodo.org/badge/latestdoi/174577484,https://doi.org/10.5281/zenodo.3727416\n' topics: renewable-energy,renewable-timeseries,potentials,wind,pv,csp,gis,high-resolution - item: name: PyPSA description: >- A free software toolbox for simulating and optimizing modern power systems that include features such as conventional generators with unit commitment, variable wind and solar generation, storage units, coupling to other energy sectors, and mixed alternating and direct current networks. homepage_url: https://pypsa.readthedocs.io repo_url: https://github.com/PyPSA/PyPSA logo: PyPSA.svg extra: refs: >- ,https://doi.org/10.5281/zenodo.3946412,https://doi.org/10.5334/jors.188,https://doi.org/10.5334/jors.188,https://zenodo.org/,https://doi.org/10.5281/zenodo.3946412,https://doi.org/10.5281/zenodo.786605 topics: >- python,loadflow,optimisation,pyomo,energy-system,power-systems-analysis,optimal-power-flow,powerflow,energy,energy-systems,pypsa,power-flow,power-systems,renewable-energy,electrical-engineering organization: name: PyPSA - item: name: PyPSA-Earth description: An Open Optimisation Model of the Earth Energy System. homepage_url: https://pypsa-earth.readthedocs.io/en/latest/ repo_url: https://github.com/pypsa-meets-earth/pypsa-earth logo: PyPSA-Earth.svg crunchbase: https://www.crunchbase.com/organization/pypsa-meets-africa extra: topics: pypsa-africa,pypsa-earth - item: name: PyPSA-Eur-Sec description: A Sector-Coupled Open Optimisation Model of the European Energy System. homepage_url: https://pypsa-eur-sec.readthedocs.io/ repo_url: https://github.com/PyPSA/pypsa-eur-sec logo: PyPSA-Eur-Sec.svg extra: refs: ',https://doi.org/10.5281/zenodo.3938042' topics: pypsa,energy,energy-system,energy-model,energy-system-model organization: name: PyPSA - item: name: R2PD second_path: - WETOStack / Other homepage_url: https://github.com/Smart-DS/R2PD repo_url: https://github.com/Smart-DS/R2PD logo: R2PD.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: RAMP description: >- A bottom-up stochastic model for the generation of high-resolution multi-energy profiles, conceived for application in contexts where only rough information about users' behaviour are obtainable. homepage_url: https://github.com/RAMP-project/RAMP repo_url: https://github.com/RAMP-project/RAMP logo: RAMP.svg extra: refs: >- ,https://doi.org/10.1016/j.energy.2019.04.097,https://doi.org/10.1016/j.energy.2019.04.097,https://doi.org/10.3390/app10217445,https://doi.org/10.1109/PTC.2019.8810571,https://doi.org/10.1016/j.energy.2019.04.097.*\n\n## organization: name: RAMP - item: name: REISE.jl description: Renewable Energy Integration Simulation Engine. homepage_url: https://breakthrough-energy.github.io/docs/ repo_url: https://github.com/Breakthrough-Energy/REISE.jl logo: REISE.jl.svg twitter: null crunchbase: https://www.crunchbase.com/organization/breakthrough-energy-ventures extra: refs: ',https://doi.org/10.5281/zenodo.4538590,https://doi.org/10.5281/zenodo.4538590\n' - item: name: Renewcast description: Forecasting renewable energy generation in EU countries with machine learning algorithms, based on Streamlit and sktime. homepage_url: https://renewcast.herokuapp.com/ repo_url: https://github.com/derevirn/renewcast logo: Renewcast.svg extra: topics: time-series,renewable-energy,machine-learning,streamlit,time-series-forecasting,pycaret organization: name: Giannis Tolios - item: name: REopt_Lite_API description: >- Offers a subset of features from NREL's more comprehensive REopt model. Both models provide concurrent, multiple technology integration and optimization capabilities to help organizations meet their cost savings and energy performance goals. homepage_url: https://developer.nrel.gov/docs/energy-optimization/reopt/v1 repo_url: https://github.com/NREL/REopt_API logo: REopt_Lite_API.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: topics: nrel,renewable-energy,optimization,reopt-lite-api - item: name: RESKit description: A toolkit to help generate renewable energy generation time series for energy systems analysis. homepage_url: https://github.com/FZJ-IEK3-VSA/RESKit repo_url: https://github.com/FZJ-IEK3-VSA/RESKit logo: RESKit.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich - item: name: reV second_path: - WETOStack / Grid load and demand models description: >- Enables the efficient and scalable computation of renewable energy generation, levelized cost of energy, application of geospatial exclusion layers, and generation of renewable energy supply curves. homepage_url: https://nrel.github.io/reV/ repo_url: https://github.com/NREL/reV logo: reV.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/201343076\n\n,https://doi.org/10.2172/1563140.\n\nMichael' - item: name: REVUB description: >- The main objective is to model how flexible operation of hydropower plants can help renewable electricity mixes with variable solar and wind power to provide reliable electricity supply and load-following services. homepage_url: https://github.com/VUB-HYDR/REVUB repo_url: https://github.com/VUB-HYDR/REVUB logo: REVUB.svg extra: topics: standalone-software,renewable,electricity,solar,wind,hydro,balancing,flexibility organization: name: HYDR - item: name: reVX second_path: - WETOStack / Grid load and demand models description: Renewable Energy Potential(V) eXchange Tool homepage_url: https://nrel.github.io/reVX/ repo_url: https://github.com/NREL/reVX logo: reVX.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/201337735\n\n,https://doi.org/10.5281/zenodo.4507580.\n' - item: name: RIAPS second_path: - Acquisition and Control / Edge Node Control description: An Effective Distributed Software Platform for Smart Grid Apps homepage_url: https://www.lfenergy.org/projects/riaps/ project: emeritus repo_url: https://github.com/RIAPS/riaps-core project_org: https://github.com/RIAPS logo: riaps.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: mailing_list_url: https://lists.lfenergy.org/g/riaps slack_channel: '#riaps' LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%2Friaps wiki_page: https://wiki.lfenergy.org/display/RIAP SBOM: https://github.com/lfscanning/spdx-lfenergy/tree/main/riaps TSC_meeting_notes: none calendar: none contribution_guidelines: none - item: name: rl-testbed-for-energyplus description: Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus. homepage_url: https://github.com/IBM/rl-testbed-for-energyplus repo_url: https://github.com/IBM/rl-testbed-for-energyplus logo: rl-testbed-for-energyplus.svg organization: name: International Business Machines - item: name: Shapeshifter second_path: - Generation / Market - Transmission / Market - Distribution / Market - DER / Market - Customer Premises / Market - Customer and Market / Market Platform Gateway - Project Stack / Business Intelligence homepage_url: https://github.com/shapeshifter project: incubation repo_url: https://github.com/shapeshifter/shapeshifter-specification project_org: https://github.com/shapeshifter url_for_bestpractices: https://github.com/shapeshifter/shapeshifter-library logo: shapeshifter.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/shapeshifter/ mailing_list_url: https://lists.lfenergy.org/g/shapeshifter-discussion slack_channel: '#shapeshifter' LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%2Fshapeshifter wiki_page: https://wiki.lfenergy.org/display/SHAP SBOM: https://github.com/lfscanning/spdx-lfenergy/tree/main/shapeshifter TSC_meeting_notes: https://github.com/shapeshifter/tsc/tree/main/tsc/meetings calendar: https://lists.lfenergy.org/g/shapeshifter-discussion/calendar contribution_guidelines: https://github.com/shapeshifter/tsc/blob/main/CONTRIBUTING.md leads: Robben Riksen - item: name: SOGNO second_path: - Distribution / Field - Distribution / Operation - Distribution / Station - System Management / System Control - Project Stack / Business Intelligence homepage_url: https://www.lfenergy.org/projects/sogno/ project: earlyadoption repo_url: https://github.com/sogno-platform/dpsim project_org: https://github.com/sogno-platform logo: sogno.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/sogno/ mailing_list_url: https://lists.lfenergy.org/g/sogno-discussion slack_channel: '#sogno' LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%2Fsogno wiki_page: https://wiki.lfenergy.org/display/SOG SBOM: https://github.com/lfscanning/spdx-lfenergy/tree/main/sogno TSC_meeting_notes: https://github.com/sogno-platform/tsc/tree/master/tsc/meetings calendar: https://lists.lfenergy.org/g/sogno-tsc/calendar contribution_guidelines: https://github.com/sogno-platform/tsc/blob/master/CONTRIBUTING.md leads: Antonello Monti topics: simulation,real-time,dynamic-phasors,powerflow,electromagnetic-transient,power-systems,emt,quasi-stationary - item: name: Spine-Toolbox description: An application to define, manage, and execute various energy system simulation models. homepage_url: http://www.spine-model.org repo_url: https://github.com/spine-tools/Spine-Toolbox logo: Spine-Toolbox.svg extra: refs: ',https://doi.org/10.1016/j.softx.2021.100967.\n\n##' topics: spine-toolbox,python,energy,anaconda,miniconda,simulation-model,workflow,data organization: name: Spine project - item: name: SpineOpt.jl description: >- SpineOpt is a flexible, open-source, energy systems modelling framework for performing operational and planning studies, consisting of a wide spectrum of novel tools and functionalities. The most salient features of SpineOpt include a generic data structure, flexible temporal and spatial structures, a comprehensive representation of uncertainties, and model decomposition capabilities to reduce the computational complexity. homepage_url: http://www.spine-model.org/index.htm repo_url: https://github.com/spine-tools/SpineOpt.jl logo: spineoptjl.svg crunchbase: https://www.crunchbase.com/organization/spine-project - item: name: switch-model description: Optimal planning model for power systems with large shares of renewable energy. homepage_url: http://switch-model.org/ repo_url: https://github.com/switch-model/switch logo: switch-model.svg organization: name: Switch Power System Planning Model - item: name: System Advisor Model description: >- A simulation program for electricity generation projects. It has models for different kinds of renewable energy systems and financial models for residential, commercial, and utility-scale projects. homepage_url: https://sam.nrel.gov repo_url: https://github.com/NREL/SAM logo: System Advisor Model.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: Temoa description: Tools for Energy Model Optimization and Analysis (Temoa) is an open source modeling framework for conducting energy system analysis. homepage_url: http://temoacloud.com repo_url: https://github.com/TemoaProject/temoa additional_repos: - repo_url: https://github.com/TemoaProject/oeo - repo_url: https://github.com/TemoaProject/temoacloud - repo_url: https://github.com/TemoaProject/data - repo_url: https://github.com/TemoaProject/PowerGenome logo: Temoa.svg crunchbase: https://www.crunchbase.com/organization/national-science-foundation - item: name: The IDAES Toolkit description: >- Aims to provide multi-scale, simulation-based, open source computational tools and models to support the design, analysis, optimization, scale-up, operation and troubleshooting of innovative, advanced energy systems. homepage_url: https://idaes-pse.readthedocs.io/ repo_url: https://github.com/IDAES/idaes-pse project_org: https://github.com/IDAES logo: The IDAES Toolkit.svg crunchbase: https://www.crunchbase.com/organization/lawrence-berkeley-national-laboratory extra: topics: process-systems-engineering,process-modeling,chemical-engineering - item: name: The Open Energy Ontology description: A domain ontology of the energy-system modeling context. homepage_url: https://github.com/OpenEnergyPlatform/ontology repo_url: https://github.com/OpenEnergyPlatform/ontology logo: The Open Energy Ontology.svg extra: topics: ontology,energy,open-energy-family organization: name: Open Energy Family - item: name: TIMES-Ireland Model description: >- Information on the Irish energy system as it is today and the best available projections for what the future technology and fuel options and demands will be. homepage_url: https://github.com/MaREI-EPMG/times-ireland-model repo_url: https://github.com/MaREI-EPMG/times-ireland-model logo: TIMES-Ireland Model.svg extra: refs: >- ,https://zenodo.org/badge/latestdoi/429173600,https://doi.org/10.5194/gmd-15-4991-2022,https://doi.org/10.5281/zenodo.5517363,https://doi.org/10.5194/gmd-15-4991-2022,https://doi.org/10.1016/j.rset.2022.100024,https://doi.org/10.1016/j.apenergy.2022.119078 topics: energy-system-model,times-model,gams,scenario-analysis,ireland,energy-planning organization: name: MaREI-EPMG - item: name: TimeSeriesClustering description: >- Provides simple integration of multi-dimensional time-series data (e.g. multiple attributes such as wind availability, solar availability, and electricity demand) in a single aggregation process. homepage_url: https://github.com/holgerteichgraeber/TimeSeriesClustering.jl repo_url: https://github.com/holgerteichgraeber/TimeSeriesClustering.jl logo: TimeSeriesClustering.svg crunchbase: https://www.crunchbase.com/organization/stanford-university extra: refs: >- ,https://doi.org/10.21105/joss.01573,https://doi.org/10.1016/j.apenergy.2019.02.012,https://doi.org/10.1016/j.apenergy.2019.02.012,https://doi.org/10.21105/joss.01573,https://doi.org/10.21105/joss.01573,https://doi.org/10.1016/j.apenergy.2019.02.012 topics: >- clustering,optimization,energy-systems,k-means-clustering,k-medoids-clustering,hierarchical-clustering,representative-days,time-series-aggregation,julia - item: name: Transactive Energy Service System description: A platform to design, deploy, and operate transactive energy systems in electric utility retail environments. homepage_url: https://github.com/slacgismo/TESS repo_url: https://github.com/slacgismo/TESS logo: Transactive Energy Service System.svg crunchbase: https://www.crunchbase.com/organization/slac-national-accelerator-laboratory extra: refs: ',https://doi.org/10.3390/en14133970\n1' - item: name: tsam description: A Python package which uses different machine learning algorithms for the aggregation of time series. homepage_url: https://github.com/FZJ-IEK3-VSA/tsam repo_url: https://github.com/FZJ-IEK3-VSA/tsam logo: tsam.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich extra: topics: clustering,timeseries,energy-system,typical-periods,optimization,aggregation - item: name: urbs description: A linear optimization model for distributed energy systems. homepage_url: https://urbs.readthedocs.io repo_url: https://github.com/tum-ens/urbs logo: urbs.svg crunchbase: https://www.crunchbase.com/organization/technical-university-of-munich extra: refs: ',https://doi.org/10.5281/zenodo.594200' topics: python,pyomo,pandas,optimisation-model,mathematical-modelling,linear-programming,energy-system - item: name: USelectricity description: Forecast the US demand for electricity. homepage_url: https://ramikrispin.github.io/USelectricity/ repo_url: https://github.com/RamiKrispin/USelectricity logo: USelectricity.svg crunchbase: https://www.crunchbase.com/organization/apple - item: name: VILLASframework homepage_url: https://fein-aachen.org/projects/villas-framework/ repo_url: https://github.com/VILLASframework/node project_org: https://github.com/VILLASframework logo: VILLASnode.svg crunchbase: https://www.crunchbase.com/organization/rwth-aachen-university - item: name: WISDEM dakota_driver second_path: - WETOStack / Design and optimization homepage_url: https://github.com/WISDEM/dakota_driver repo_url: https://github.com/WISDEM/dakota_driver logo: WISDEM dakota_driver.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: WPGNN and PLayGen second_path: - WETOStack / Design and optimization homepage_url: https://github.com/NREL/WPGNN repo_url: https://github.com/NREL/WPGNN logo: WPGNN and PLayGen.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - subcategory: name: Monitoring and Control items: - item: name: Emoncms second_path: - System Management / Data Management description: A powerful open source web application for processing, logging and visualizing energy, temperature and other environmental data. homepage_url: https://emoncms.org/ repo_url: https://github.com/emoncms/emoncms project_org: https://github.com/emoncms logo: emoncms.svg crunchbase: https://www.crunchbase.com/organization/openenergymonitor extra: topics: emoncms,php,openenergymonitor,energy-monitor,dashboards,sustainability - item: name: Energy Sparks description: An open source application that is designed to help schools improve their energy efficiency. homepage_url: http://www.energysparks.uk repo_url: https://github.com/Energy-Sparks/energy-sparks project_org: https://github.com/Energy-Sparks logo: energy-sparks.svg crunchbase: https://www.crunchbase.com/organization/energy-sparks extra: topics: energy,bath,school,rails,ruby,ruby-on-rails,data - item: name: FlexMeasures second_path: - Customer Premises / Operation - Customer Premises / Enterprise - Customer Premises / Market - DER / Operation - DER / Enterprise - DER / Market - Asset Management / Data Management - Project Stack / Business Intelligence description: A platform for building energy flexibility services with forecasting and scheduling, written in Python & offering a USEF-conform API. homepage_url: https://flexmeasures.io project: incubation repo_url: https://github.com/FlexMeasures/flexmeasures project_org: https://github.com/flexmeasures logo: flexmeasures.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/flexmeasures/ mailing_list_url: https://lists.lfenergy.org/g/flexmeasures slack_channel: '#flexmeasures' LFX_insights_url: none wiki_page: https://wiki.lfenergy.org/display/FLEX SBOM: https://github.com/lfscanning/spdx-lfenergy/tree/main/flexmeasures TSC_meeting_notes: none calendar: https://lists.lfenergy.org/g/flexmeasures/calendar contribution_guidelines: https://github.com/FlexMeasures/tsc/blob/main/CONTRIBUTING.md leads: Nicolas Höning topics: energy,energy-data,energy-flexibility,backend,machine-learning - item: name: hercules second_path: - WETOStack / Controls development homepage_url: https://github.com/nrel/hercules repo_url: https://github.com/nrel/hercules logo: hercules.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: moa_python second_path: - WETOStack / Controls development homepage_url: https://github.com/nrel/moa_python repo_url: https://github.com/nrel/moa_python logo: moa_python.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: OpenEEmeter second_path: - Customer and Market / Customer Relationship and Communication - Project Stack / Business Intelligence description: >- Consistent treatment of energy meter data for demand flexibility. Generates consistent and replicable results by always using the same methods to determine changes in energy consumption-there are no discretionary independent variables that change from calculation to calculation. homepage_url: http://eemeter.openee.io/ project: incubation repo_url: https://github.com/openeemeter/eemeter project_org: https://github.com/openeemeter url_for_bestpractices: https://github.com/openeemeter/eemeter/tree/master logo: openeemeter.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/openeemeter/ mailing_list_url: https://lists.lfenergy.org/g/openeemeter slack_channel: '#openeemeter' LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%2Fopeneemeter wiki_page: https://wiki.lfenergy.org/display/OP SBOM: https://github.com/lfscanning/spdx-lfenergy/tree/main/openeemeter TSC_meeting_notes: https://lists.lfenergy.org/g/openeemeter/wiki/Technical-Steering-Committee-%28TSC%29-Meetings calendar: https://lists.lfenergy.org/g/openeemeter/calendar contribution_guidelines: https://github.com/openeemeter/eemeter/blob/master/CONTRIBUTING.md leads: Travis Sikes topics: energy,efficiency,energy-data,energy-efficiency,building-energy,weather,weather-data,weather-station - item: name: OpenEMS second_path: - System Management / System Control description: >- A modular platform for energy management applications. It was developed around the requirements of controlling, monitoring and integrating energy storage systems together with renewable energy sources and complementary devices and services. homepage_url: https://openems.io/ repo_url: https://github.com/OpenEMS/openems logo: OpenEMS.svg twitter: https://twitter.com/openems_en crunchbase: https://www.crunchbase.com/organization/fenecon extra: refs: ',https://doi.org/10.5281/zenodo.4440883,https://doi.org/10.5281/zenodo.4440883' topics: climatechange,energy-management,photovoltaics,energy-storage,electric-vehicle-charging-station,heatpump - item: name: OpenEnergyMonitor description: The OpenEnergyMonitor system has the capability to monitor electrical energy use / generation, temperature and humidity. homepage_url: https://openenergymonitor.org repo_url: https://github.com/openenergymonitor/emonpi project_org: https://github.com/openenergymonitor logo: OpenEnergyMonitor.svg crunchbase: https://www.crunchbase.com/organization/openenergymonitor extra: topics: emonpi,hardware-designs,raspberry-pi,energy-monitor,arduino,emoncms - item: name: OperatorFabric second_path: - Generation / Enterprise - Transmission / Enterprise - Distribution / Enterprise - DER / Enterprise - Customer Premises / Enterprise - Shared / Unified Operator's UX Components and Framework - Project Stack / Business Intelligence description: >- A Smart Assistant For System Operators. OperatorFabric is a modular, extensible, industrial-strength and field-tested platform for use in electricity, water, and other utility operations. homepage_url: https://opfab.github.io/ project: earlyadoption repo_url: https://github.com/opfab/operatorfabric-core project_org: https://github.com/opfab logo: operatorfabric.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/operatorfabric/ mailing_list_url: https://lists.lfenergy.org/g/opfab slack_channel: '#operator-fabric' LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%2Foperator-fabric wiki_page: https://wiki.lfenergy.org/display/OF SBOM: https://github.com/lfscanning/spdx-lfenergy/tree/main/operatorfabric TSC_meeting_notes: none calendar: https://lists.lfenergy.org/g/opfab-tsc/calendar contribution_guidelines: https://opfab.github.io/documentation/current/community/ leads: Frederic Didier topics: energy,platform,collaboration,linux-foundation,hypervision,alerting - subcategory: name: Distribution and Grids items: - item: name: APIS description: Build a microgrid that utilizes variable renewable energy as the main power source and enhances the resilience of the power system. homepage_url: https://github.com/SonyCSL/APIS repo_url: https://github.com/SonyCSL/APIS logo: APIS.svg organization: name: Sony Computer Science Laboratories, Inc. - item: name: Arras second_path: - System Management / Power System Calculation - Project Stack / Central Supporting Services - Transmission / Operation - Distribution / Operation - DER / Operation - Customer Premises / Operation description: Arras is an open-source simulation and analysis tool that models emerging smart grid energy technologies. homepage_url: https://arras.energy/ project: sandbox repo_url: https://github.com/arras-energy/tsc project_org: https://github.com/arras-energy logo: arras.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/arras/ mailing_list_url: https://lists.lfenergy.org/g/arras-discussion slack_channel: null LFX_insights_url: none wiki_page: https://wiki.lfenergy.org/display/FLEX SBOM: none TSC_meeting_notes: none calendar: https://lists.lfenergy.org/g/arras-discussion/calendar contribution_guidelines: https://github.com/arras-energy/tsc/blob/main/CONTRIBUTING.md leads: David Chassin - item: name: Digital Twins Definition Language ontology for Energy Grid description: A global standard for energy grid assets management, power system operations modeling and physical energy commodity market. homepage_url: https://github.com/Azure/opendigitaltwins-energygrid repo_url: https://github.com/Azure/opendigitaltwins-energygrid logo: Digital Twins Definition Language ontology for Energy Grid.svg crunchbase: https://www.crunchbase.com/organization/microsoft - item: name: dsgrid second_path: - WETOStack / Grid load and demand models homepage_url: https://www.nrel.gov/analysis/dsgrid.html repo_url: https://github.com/dsgrid/dsgrid project_org: https://github.com/dsgrid logo: dsgrid.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: eDisGo description: Optimization of flexibility options and grid expansion for distribution grids based on PyPSA. homepage_url: https://github.com/openego/eDisGo repo_url: https://github.com/openego/eDisGo logo: eDisGo.svg crunchbase: https://www.crunchbase.com/organization/reiner-lemoine-institut - item: name: EGRET Python description: A Python-based package for electrical grid optimization based on the Pyomo optimization modeling language. homepage_url: https://github.com/grid-parity-exchange/Egret repo_url: https://github.com/grid-parity-exchange/Egret logo: EGRET Python.svg extra: topics: snl-applications,snl-science-libs,optimization,python,power,milp,nlp,minlp,energy-system,powerflow organization: name: Grid Parity Exchange - item: name: Energy Transition Engine description: Calculation engine for the Energy Transition Model. homepage_url: https://pro.energytransitionmodel.com repo_url: https://github.com/quintel/etengine logo: Energy Transition Engine.svg organization: name: Quintel - item: name: ETM Pro description: Professional interface of the Energy Transition model. homepage_url: https://pro.energytransitionmodel.com repo_url: https://github.com/quintel/etmodel logo: ETM Pro.svg organization: name: Quintel - item: name: Grid eXchange Fabric second_path: - Generation / Operation - Transmission / Operation - Distribution / Operation - DER / Operation - Customer Premises / Operation - Acquisition and Control / Infrastructure Management - Project Stack / Central Supporting Services description: >- Control and Monitor Smart Devices. Grid eXchange Fabric (GXF) allows you to monitor and control hardware in the public space. With several (generic) functions ready to use, the main benefits of GXF are scalability & high availability, high security, its generic design, and no vendor lock-in. homepage_url: https://www.lfenergy.org/projects/gxf project: earlyadoption repo_url: https://github.com/OSGP/open-smart-grid-platform project_org: https://github.com/OSGP url_for_bestpractices: https://github.com/osgp logo: gxf.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/grid-exchange-fabric/ mailing_list_url: https://lists.lfenergy.org/g/gxf slack_channel: '#gxf' LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%2Fgrid-exchange-fabric wiki_page: https://wiki.lfenergy.org/display/GEF SBOM: https://github.com/lfscanning/spdx-lfenergy/tree/main/gxf TSC_meeting_notes: none calendar: https://lists.lfenergy.org/g/gxf/calendar contribution_guidelines: https://documentation.gxf.lfenergy.org/opensourcecommunity/governance.html leads: Maarten Mulder - item: name: Grid Protection Alliance second_path: - Acquisition and Control / Edge Node Control description: GPA is a not-for-profit corporation formed to facilitate the development of comprehensive electric energy solutions. homepage_url: https://www.gridprotectionalliance.org/ repo_url: https://github.com/GridProtectionAlliance/gsf logo: gridprotectionalliance.svg crunchbase: https://www.crunchbase.com/organization/grid-protection-alliance - item: name: Grid Singularity Energy Exchange Engine (D3A) description: An interface to download and deploy interconnected, grid-aware energy marketplaces. homepage_url: https://github.com/gridsingularity/gsy-e repo_url: https://github.com/gridsingularity/gsy-e logo: Grid Singularity Energy Exchange Engine (D3A).svg organization: name: Grid Singularity - item: name: Grid2Op description: A testbed platform to model sequential decision making in power systems. homepage_url: https://grid2op.readthedocs.io/ repo_url: https://github.com/rte-france/Grid2Op logo: Grid2Op.svg extra: topics: grid2op,reinforcement-learning,reinforcement-learning-environments,powergrid,powergrid-operation,gym-environments organization: name: Réseau de transport d'électricité - item: name: GridAPPS-D second_path: - Shared / Unified Operator's UX Components and Framework description: >- GridAPPS-D™ is an open-source platform that accelerates development and deployment of portable applications for advanced distribution management and operations homepage_url: https://www.gridapps-d.org/ repo_url: https://github.com/GRIDAPPSD/gridappsd-docker project_org: https://github.com/GRIDAPPSD logo: gridappsd-text.svg crunchbase: https://www.crunchbase.com/organization/gridapps-d - item: name: GridCal description: Aims to be a complete platform for power systems research and simulation. homepage_url: https://www.advancedgridinsights.com/gridcal repo_url: https://github.com/SanPen/GridCal logo: GridCal.svg extra: topics: >- python,powerflow,electrical-engineering,electrical,helm,newton-raphson,latin-hypercube,monte-carlo-simulation,cim,comon-information-model,stochastic-power-flow,multi-terminal,acdc,optimization,power-systems organization: name: Advanced Grid Insight - item: name: GRIP (Grid Resilience and Intelligence Platform) homepage_url: https://grip-project.energy project: sandbox repo_url: https://github.com/gripenergy/grip-integration project_org: https://github.com/gripenergy logo: grip.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: mailing_list_url: https://lists.lfenergy.org/g/grip-discussion slack_channel: '#grip' wiki_page: https://wiki.lfenergy.org/display/GRIP artwork: https://artwork.lfenergy.org/projects/GRIP/ leads: Aliou Diate - item: name: Gym-ANM description: Design Reinforcement Learning environments that model Active Network Management tasks in electricity distribution networks. homepage_url: https://gym-anm.readthedocs.io/en/latest/ repo_url: https://github.com/robinhenry/gym-anm logo: Gym-ANM.svg crunchbase: https://www.crunchbase.com/organization/habitat-energy extra: refs: >- ,https://doi.org/10.1016/j.egyai.2021.100092,https://doi.org/10.1016/j.simpa.2021.100092,https://doi.org/10.1016/j.egyai.2021.100092,https://doi.org/10.1016/j.simpa.2021.100092 topics: reinforcement-learning,electricity-networks,gym-environments - item: name: InfrastructureSystems.jl description: Provides utilities to support data models for infrastructure modeling in NREL-SIIP. homepage_url: https://github.com/NREL-SIIP/InfrastructureSystems.jl repo_url: https://github.com/NREL-SIIP/InfrastructureSystems.jl logo: InfrastructureSystems.jl.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/202787784' topics: julia,nrel,siip - item: name: mosaik description: A flexible Smart Grid co-simulation framework. homepage_url: https://mosaik.readthedocs.io/ repo_url: https://gitlab.com/mosaik/mosaik license: GNU Lesser General Public License v2.1 logo: mosaik.svg crunchbase: https://www.crunchbase.com/organization/offis - item: name: offgridders description: Models and optimizes capacity & dispatch of electricity supply systems, off-grid or connected to a (weak) central grid. homepage_url: https://github.com/rl-institut/offgridders repo_url: https://github.com/rl-institut/offgridders logo: offgridders.svg crunchbase: https://www.crunchbase.com/organization/reiner-lemoine-institut - item: name: OPEN description: >- The framework combines distributed energy resource modelling (e.g. for PV generation sources, battery energy storage systems, electric vehicles), energy market modelling, power flow simulation and multi-period optimisation for scheduling flexible energy resources. homepage_url: https://github.com/EPGOxford/OPEN repo_url: https://github.com/EPGOxford/OPEN logo: OPEN.svg organization: name: Energy and Power Group - item: name: OpenDSS description: An electric power Distribution System Simulator for supporting distributed resource integration and grid modernization efforts. homepage_url: https://sourceforge.net/projects/electricdss/ repo_url: null logo: OpenDSS.svg crunchbase: https://www.crunchbase.com/organization/epri - item: name: openLEADR second_path: - Customer Premises / Field - Customer Premises / Operation - Customer Premises / Station - DER / Field - DER / Operation - DER / Station - Acquisition and Control / Edge Node Control - Project Stack / Edge & Distributed Intelligence description: A friendly and compliant OpenADR implementation for Python 3 homepage_url: https://www.lfenergy.org/projects/openleadr/ project: incubation repo_url: https://github.com/OpenLEADR/openleadr-python project_org: https://github.com/OpenLEADR logo: open-leadr.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/openleadr/ mailing_list_url: https://lists.lfenergy.org/g/openleadr slack_channel: '#openleadr' LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%2Fopenleadr wiki_page: https://wiki.lfenergy.org/display/OL SBOM: https://github.com/lfscanning/spdx-lfenergy/tree/main/openleadr TSC_meeting_notes: none calendar: https://lists.lfenergy.org/g/openLEADR-TSC/calendar contribution_guidelines: https://github.com/OpenLEADR/openleadr-tsc/blob/master/CONTRIBUTING.md leads: Stan Janssen - item: name: openmodelica-microgrid-gym description: An OpenAI Gym Environment for Microgrids. homepage_url: https://github.com/upb-lea/openmodelica-microgrid-gym repo_url: https://github.com/upb-lea/openmodelica-microgrid-gym logo: openmodelica-microgrid-gym.svg extra: refs: ',https://doi.org/10.21105/joss.02435\n\n\n\n,https://doi.org/10.21105/joss.02435' topics: >- reinforcement-learning,openai-gym,openai-gym-environments,machine-learning,control,simulation,modelica,openmodelica,power-electronics,power-systems,microgrid,energy-system-modeling,power-supply,smart-grids,engineering,electrical-engineering,python organization: name: Paderborn University - LEA - item: name: OpenMUC second_path: - Acquisition and Control / Central Hub description: OpenMUC is a software framework based on Java and OSGi that simplifies the development of customized monitoring, logging and control systems. homepage_url: https://www.openmuc.org/ repo_url: https://github.com/openmuc/jrxtx logo: Fraunhofer Ise - OpenMUC.svg twitter: https://twitter.com/FraunhoferISE crunchbase: https://www.crunchbase.com/organization/openmuc - item: name: origin description: A set of toolkits that together provide a system for issuance and management of Energy Attribute Certificates. homepage_url: https://energyweb.org/technology/ew-origin/ repo_url: https://github.com/energywebfoundation/origin logo: origin.svg crunchbase: https://www.crunchbase.com/organization/energy-web-foundation - item: name: Power Grid Lib description: >- This benchmark library is curated and maintained by the IEEE PES Task Force on Benchmarks for Validation of Emerging Power System Algorithms and is designed to evaluate a well established version of the the AC Optimal Power Flow problem. homepage_url: https://github.com/power-grid-lib/pglib-opf repo_url: https://github.com/power-grid-lib/pglib-opf logo: Power Grid Lib.svg crunchbase: https://www.crunchbase.com/organization/ieee extra: topics: optimal-power-flow,matpower,benchmark,dataset - item: name: PowerDynamics.jl description: Provides all the tools you need to create a dynamic power grid model and analyze it. homepage_url: https://juliaenergy.github.io/PowerDynamics.jl/latest/ repo_url: https://github.com/JuliaEnergy/PowerDynamics.jl additional_repos: - repo_url: https://github.com/JuliaEnergy/PowerDynamicsExamples - repo_url: https://github.com/JuliaEnergy/MTK_PowerDynamics - repo_url: https://github.com/JuliaEnergy/PowerDynSolve.jl - repo_url: https://github.com/JuliaEnergy/PowerDynOperationPoint.jl - repo_url: https://github.com/JuliaEnergy/PowerDynBase.jl - repo_url: https://github.com/JuliaEnergy/PowerDynModia.jl - repo_url: https://github.com/JuliaEnergy/PowerDynDelays.jl - repo_url: https://github.com/JuliaEnergy/PowerDynGrid.jl logo: PowerDynamics.jl.svg organization: name: JuliaEnergy - item: name: PowerModelsAnnex.jl description: >- An extension of PowerModels.jl that provides a home for open source sharing of preliminary and/or exploratory methods in power system optimization. homepage_url: https://github.com/lanl-ansi/PowerModelsAnnex.jl repo_url: https://github.com/lanl-ansi/PowerModelsAnnex.jl logo: PowerModelsAnnex.jl.svg crunchbase: https://www.crunchbase.com/organization/los-alamos-national-laboratory extra: topics: optimization,network,power-network,optimal-power-flow - item: name: PowerSimData description: Is part of a Python software ecosystem developed by Breakthrough Energy Sciences to carry out power flow study in the U.S. electrical grid. homepage_url: https://breakthrough-energy.github.io/docs/ repo_url: https://github.com/Breakthrough-Energy/PowerSimData logo: PowerSimData.svg twitter: null crunchbase: https://www.crunchbase.com/organization/breakthrough-energy-ventures extra: refs: ',https://doi.org/10.5281/zenodo.4538590' - item: name: pyehub description: >- A Python-based, modular and nestable implementation of the Energy Hub model (balancing demand and supply, system capacity sizing and network flows using Mixed-Integer Linear Programming). homepage_url: https://gitlab.com/energyincities/python-ehub repo_url: https://gitlab.com/energyincities/python-ehub logo: pyehub.svg crunchbase: https://www.crunchbase.com/organization/university-of-victoria-2 - item: name: pymgrid description: A Python library to generate and simulate a large number of microgrids. homepage_url: https://github.com/Total-RD/pymgrid repo_url: https://github.com/Total-RD/pymgrid logo: pymgrid.svg extra: topics: microgrid,reinforcement-learning,control,energy-management-systems,microgrid-model organization: name: TotalEnergies-R&D - item: name: pypownet description: A power network simulator with a Reinforcement Learning-focused usage. homepage_url: https://pypownet.readthedocs.io/ repo_url: https://github.com/MarvinLer/pypownet logo: pypownet.svg crunchbase: https://www.crunchbase.com/organization/rte-france extra: topics: power-network,reinforcement-learning,simulator,powergrid,reinforcement-learning-environments,gym-environments - item: name: PyPSA-Eur description: An Open Optimization Model of the European Transmission System. homepage_url: https://pypsa-eur.readthedocs.io/ repo_url: https://github.com/PyPSA/pypsa-eur logo: PyPSA-Eur.svg extra: refs: ',https://doi.org/10.5281/zenodo.3520874,https://doi.org/10.5281/zenodo.3601881' topics: snakemake,energy,energy-system,power-systems,energy-model,pypsa,energy-system-model,energy-systems organization: name: PyPSA - item: name: Real Time Data Ingestion Platform (RTDIP) second_path: - System Management / Data Management - Project Stack / Edge & Distributed Intelligence - Generation / Operation - Transmission / Operation - Distribution / Operation - DER / Operation - Customer Premises / Operation - Generation / Enterprise - Transmission / Enterprise - Distribution / Enterprise - DER / Enterprise - Customer Premises / Enterprise homepage_url: https://rtdip.io project: sandbox repo_url: https://github.com/rtdip/core project_org: https://github.com/rtdip logo: rtdip.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/rtdip/ mailing_list_url: https://lists.lfenergy.org/g/rtdip-discussion slack_channel: '#rtdip' LFX_insights_url: none wiki_page: https://wiki.lfenergy.org/display/RTDIP/Real+Time+Data+Ingestion+Platform+Home SBOM: none TSC_meeting_notes: none calendar: none contribution_guidelines: none leads: Bryce Bartmann - item: name: REopt second_path: - WETOStack / Grid load and demand models homepage_url: https://github.com/NREL/REopt.jl repo_url: https://github.com/NREL/REopt.jl logo: REopt.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: rex second_path: - WETOStack / Grid load and demand models homepage_url: https://github.com/NREL/rex repo_url: https://github.com/NREL/rex logo: rex.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: RTS-GMLC description: Reliability Test System of the Grid Modernization Lab Consortium. homepage_url: https://github.com/GridMod/RTS-GMLC repo_url: https://github.com/GridMod/RTS-GMLC logo: RTS-GMLC.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: topics: rts,energy-system,energy-data,power-systems,power-systems-analysis,matpower - item: name: SciGRID description: The focus will be on the European transmission grids, but the methods will be applicable more generally. homepage_url: https://power.scigrid.de/ repo_url: null license: Open Data Commons Open Database License v1.0 logo: SciGRID.svg crunchbase: https://www.crunchbase.com/organization/german-federal-ministry-of-education-and-research-bmbf - item: name: SEAPATH second_path: - Transmission / Station - Distribution / Station - Transmission / Field - Distribution / Field - Acquisition and Control / Substation Node - Project Stack / Edge & Distributed Intelligence description: >- SEAPATH, Software Enabled Automation Platform and Artifacts (THerein), aims at developing a “reference design” and “industrial grade” open source real-time platform that can run virtualized automation and protection applications (for the power grid industry in the first place and potentially beyond). This platform is intended to host multi-provider applications. homepage_url: https://www.lfenergy.org/projects/seapath/ project: earlyadoption repo_url: https://github.com/seapath/seapath-architecture project_org: https://github.com/seapath url_for_bestpractices: https://github.com/seapath logo: seapath.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/seapath/ mailing_list_url: https://lists.lfenergy.org/g/SEAPATH slack_channel: '#seapath' LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%2Fseapath wiki_page: https://wiki.lfenergy.org/display/SEAP SBOM: https://github.com/lfscanning/spdx-lfenergy/tree/main/seapath TSC_meeting_notes: https://github.com/seapath/TSC calendar: https://lists.lfenergy.org/g/seapath-TSC/calendar contribution_guidelines: https://github.com/seapath/contributing/blob/master/CONTRIBUTING.md leads: Eloi Bail - item: name: SimBench description: The objective of the research project SimBench is the development of a benchmark dataset to support research in grid planning and operation. homepage_url: https://simbench.de/en/ repo_url: https://github.com/e2nIEE/simbench logo: SimBench.svg crunchbase: https://www.crunchbase.com/organization/university-of-kassel - item: name: SIMONA description: Provides a simulation toolbox to run and implement large-scale agent-based electricity grid simulations with focus on distribution grids. homepage_url: https://github.com/ie3-institute/simona repo_url: https://github.com/ie3-institute/simona logo: SIMONA.svg extra: topics: simulation,powersystem,electricity,energy,agent-based-simulation,energy-transition,research organization: name: Institute of Energy Systems, Energy Efficiency and Energy Economics - ie3 - item: name: SmartGridToolbox description: Designed to provide an extensible and flexible starting point for developing a wide variety of smart grid simulations and other applications. homepage_url: https://gitlab.com/SmartGridToolbox/SmartGridToolbox repo_url: https://gitlab.com/SmartGridToolbox/SmartGridToolbox license: Apache License 2.0 additional_repos: - repo_url: https://gitlab.com/SmartGridToolbox/dexter-heatmap - repo_url: https://gitlab.com/SmartGridToolbox/e-network-viewer - repo_url: https://gitlab.com/SmartGridToolbox/ejson-viewer - repo_url: https://gitlab.com/SmartGridToolbox/sgt-viewer logo: SmartGridToolbox.svg crunchbase: https://www.crunchbase.com/organization/australian-national-university - item: name: The Energy Web Chain second_path: - Customer and Market / Customer Response description: >- The Energy Web Chain is a public, enterprise-grade blockchain platform designed for the energy sector’s regulatory, operational, and market needs. Launched in mid-2019, it has become the industry’s leading choice as the foundational digital infrastructure on which to build and run blockchain-based decentralized applications (dApps). homepage_url: https://github.com/energywebfoundation/paper repo_url: https://github.com/energywebfoundation/paper logo: the-energy-web-chain-text.svg crunchbase: https://www.crunchbase.com/organization/energy-web-foundation - item: name: Tools for the iTEM databases description: Contains tools for two databases maintained by iTEM, the International Transport Energy Modeling consortium. homepage_url: https://transportenergy.rtfd.io repo_url: https://github.com/transportenergy/database logo: Tools for the iTEM databases.svg extra: refs: ',https://doi.org/10.5281/zenodo.4271789' organization: name: 'iTEM: International Transport Energy Modeling' - item: name: TROLIE homepage_url: https://trolie.energy/ project: lfess repo_url: https://github.com/trolie/spec project_org: https://github.com/trolie logo: trolie.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/TROLIE/ - subcategory: name: Datasets on Energy Systems items: - item: name: atlite description: Light-weight version of Aarhus RE Atlas for converting weather data to power systems data. homepage_url: https://atlite.readthedocs.io repo_url: https://github.com/PyPSA/atlite logo: atlite.svg extra: refs: ',https://doi.org/10.21105/joss.03294\n' topics: python,energy,energy-system,energy-systems,wind,pv,era5,renewable-timeseries,renewable-energy,potentials,gis,reanalysis,solar organization: name: PyPSA - item: name: conventional power plants description: >- Contains data on conventional power plants for Germany as well as other selected European countries. The data include individual power plants with their technical characteristics. homepage_url: http://data.open-power-system-data.org/conventional_power_plants/ repo_url: https://github.com/Open-Power-System-Data/conventional_power_plants logo: conventional power plants.svg organization: name: Open Power System Data - item: name: disaggregator description: A set of tools for processing of spatial and temporal disaggregations of demands of electricity, heat and natural gas. homepage_url: https://github.com/DemandRegioTeam/disaggregator repo_url: https://github.com/DemandRegioTeam/disaggregator logo: disaggregator.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich - item: name: DKA Solar Centre description: Online hub for sharing solar-related knowledge and data from the Northern Territory, Australia. homepage_url: http://dkasolarcentre.com.au/ repo_url: null logo: DKA Solar Centre.svg crunchbase: https://www.crunchbase.com/organization/australian-government - item: name: EIA description: An R package wrapping the US Energy Information Administration open data API. homepage_url: https://docs.ropensci.org/eia repo_url: https://github.com/ropensci/eia logo: EIA.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: eia-api,r-package,energy-data,energy-information-administration,open-data,eia,cran - item: name: eiapy description: A simple wrapper for the U.S. Energy Information Administration API. homepage_url: https://pypi.org/project/eiapy/ repo_url: https://github.com/systemcatch/eiapy logo: eiapy.svg extra: topics: api-wrapper,energy-data,python,eia organization: name: systemcatch - item: name: ElexonDataPortal description: >- Wrapper for the Balancing Mechanism Reporting Service API to balance power flowing on to and off from the electricity Transmission System in Great Britain. homepage_url: https://osuked.github.io/ElexonDataPortal repo_url: https://github.com/OSUKED/ElexonDataPortal logo: ElexonDataPortal.svg extra: refs: ',https://zenodo.org/badge/latestdoi/189842391' organization: name: Open Source UK Energy Data (OSUKED) - item: name: energy-data description: Data on global energy consumption (primary energy, per capita, and growth rates), energy mix, electricity mix and other relevant metrics. homepage_url: https://ourworldindata.org/energy repo_url: https://github.com/owid/energy-data logo: energy-data.svg crunchbase: https://www.crunchbase.com/organization/our-world-in-data extra: topics: energy,electricity - item: name: EnergyData.Info description: An open data platform from the World Bank Group providing access to datasets and data analytics that are relevant to the energy sector. homepage_url: https://energydata.info/ repo_url: null logo: EnergyData.Info.svg crunchbase: https://www.crunchbase.com/organization/the-world-bank-group extra: null - item: name: EnergyDataSimulationChallenge description: Allows applicants to demonstrate their ability to analyze and develop software that makes use of big energy production data. homepage_url: https://enechange.co.jp repo_url: https://github.com/enechange/EnergyDataSimulationChallenge logo: EnergyDataSimulationChallenge.svg organization: name: ENECHANGE - item: name: entsoe-py description: A Python client for the ENTSO-E API (European Network of Transmission System Operators for Electricity). homepage_url: https://github.com/EnergieID/entsoe-py repo_url: https://github.com/EnergieID/entsoe-py logo: entsoe-py.svg organization: name: EnergieID cvba-so - item: name: ESIOS description: Comprehensive library to access the Spanish electricity market entity in Python. homepage_url: https://github.com/SanPen/ESIOS repo_url: https://github.com/SanPen/ESIOS logo: ESIOS.svg crunchbase: https://www.crunchbase.com/organization/red-electrica-de-espana - item: name: GDX-pandas second_path: - WETOStack / Other homepage_url: https://github.com/NREL/gdx-pandas repo_url: https://github.com/NREL/gdx-pandas logo: GDX-pandas.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: GeoNuclearData description: Database with information about Nuclear Power Plants worldwide. homepage_url: https://github.com/cristianst85/GeoNuclearData repo_url: https://github.com/cristianst85/GeoNuclearData logo: GeoNuclearData.svg crunchbase: https://www.crunchbase.com/organization/world-nuclear-association extra: topics: database,nuclear,reactor,npps,power,plant,powerplant,geolocation,open-datasets,open-data,energy - item: name: Global Power Plant Database description: A comprehensive, global and open source database of power plants. homepage_url: https://github.com/wri/global-power-plant-database repo_url: https://github.com/wri/global-power-plant-database logo: Global Power Plant Database.svg crunchbase: https://www.crunchbase.com/organization/world-resources-institute extra: topics: open-data,open-datasets,energy,energy-data,free-datasets,climate,climate-data - item: name: isodata description: Provides standardized API to access energy data from the major Independent System Operators in the United States. homepage_url: https://docs.gridstatus.io repo_url: https://github.com/kmax12/gridstatus logo: isodata.svg crunchbase: https://www.crunchbase.com/organization/massachusetts-institute-of-technology-mit extra: topics: co2-emissions,decarbonization,electrical-grid,energy,python - item: name: KoaVTracker description: Energy targets in the coalition agreement of the German government vs. where we stand today. homepage_url: https://gitlab.com/diw-evu/koavtracker repo_url: https://gitlab.com/diw-evu/koavtracker license: Creative Commons Attribution 4.0 International logo: KoaVTracker.svg crunchbase: https://www.crunchbase.com/organization/diw-berlin - item: name: L-TERRA second_path: - WETOStack / Other homepage_url: https://github.com/NREL/L-TERRA repo_url: https://github.com/NREL/L-TERRA logo: L-TERRA.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: NaTGenPD second_path: - WETOStack / Other homepage_url: https://github.com/NREL/NaTGenPD repo_url: https://github.com/NREL/NaTGenPD logo: NaTGenPD.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: NYISOToolkit description: >- A collection of modules for accessing power system data, generating statistics, and creating visualizations from the New York Independent System Operator. homepage_url: https://github.com/m4rz910/NYISOToolkit repo_url: https://github.com/m4rz910/NYISOToolkit logo: NYISOToolkit.svg crunchbase: https://www.crunchbase.com/organization/e3-6ecf extra: topics: >- electricity,nyiso,energy,analysis,data,datasets,datascience,decarbonization,visualization,clcpa,newyork,clean-energy,renewable-energy,kaggle,kaggle-competition,kaggle-dataset,machine-learning,ml - item: name: Open Power System Data description: A list of primary data sources that are helpful for power system modeling of Europe. homepage_url: https://open-power-system-data.org/data-sources repo_url: null logo: Open Power System Data.svg organization: name: Open Energy Modeling Initiative - item: name: open-MaStR description: Download and process German energy data from BNetzA database Marktstammdatenregister. homepage_url: https://www.marktstammdatenregister.de/MaStR repo_url: https://github.com/OpenEnergyPlatform/open-MaStR logo: open-MaStR.svg extra: refs: ',https://doi.org/10.5281/zenodo.6807426\n' topics: open-energy-family,oep,marktstammdatenregister,python organization: name: Open Energy Family - item: name: OpenEI description: >- A knowledge-sharing online community dedicated to connecting people with the latest information and data on energy resources from around the world. homepage_url: https://openei.org/wiki/Main_Page repo_url: null logo: OpenEI.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: OpenNEM description: Aims to make the wealth of public Australian Electricity Market data more accessible to a wider audience. homepage_url: https://opennem.org.au repo_url: https://github.com/opennem/opennem-fe logo: OpenNEM.svg extra: topics: national-electricity-market,vue,bulma-css,d3,nuxtjs,nuxt,vuejs,d3js,australia organization: name: OpenNEM - item: name: Photovoltaic time series for European countries description: >- Comprises 38 years-long hourly time series representing the photovoltaic capacity factors in every European country (EU-28 plus Serbia, Bosnia-Herzegovina, Norway, and Switzerland). homepage_url: https://zenodo.org/record/2613651#.XRtJRP7Rapo repo_url: null logo: Photovoltaic time series for European countries.svg crunchbase: https://www.crunchbase.com/organization/aarhus-university - item: name: Power grid frequency data base description: >- This data set contains precisely time stamped (GPS referenced) frequency data from several power grids around the world in one second resolution and 1 hour excerpts of raw data. homepage_url: https://osf.io/by5hu/ repo_url: null logo: Power grid frequency data base.svg crunchbase: https://www.crunchbase.com/organization/open-science-framework - item: name: Power Station Dictionary description: A power station dictionary that enables mapping between various naming conventions and associated plant metadata. homepage_url: https://osuked.github.io/Power-Station-Dictionary/ repo_url: https://github.com/OSUKED/Power-Station-Dictionary logo: Power Station Dictionary.svg extra: topics: energy-data,power-stations organization: name: Open Source UK Energy Data (OSUKED) - item: name: powerplantmatching description: A toolset for cleaning, standardizing and combining multiple power plant databases. homepage_url: https://github.com/PyPSA/powerplantmatching repo_url: https://github.com/PyPSA/powerplantmatching logo: powerplantmatching.svg extra: refs: ',https://zenodo.org/record/3358985#.XUReFPxS_MU,https://zenodo.org/record/3358985#.XURat99fjRY' organization: name: PyPSA - item: name: pyEIA description: An Energy Information Administration API Python client for researchers who need data. homepage_url: https://github.com/thomastu/pyEIA repo_url: https://github.com/thomastu/pyEIA logo: pyEIA.svg crunchbase: https://www.crunchbase.com/organization/u-s-energy-information-administration extra: topics: eia,python,eia-api,energy-data,energy - item: name: renewable power plant description: >- Contains scripts to create lists of renewable power plants in Germany, Denmark, France and Poland, and daily time series of cumulated installed capacity per energy source type for Germany. homepage_url: http://data.open-power-system-data.org/renewable_power_plants/ repo_url: https://github.com/Open-Power-System-Data/renewable_power_plants logo: renewable power plant.svg organization: name: Open Power System Data - item: name: SolarData description: Download and manipulate some publicly available solar datasets. homepage_url: https://github.com/dazhiyang/SolarData repo_url: https://github.com/dazhiyang/SolarData logo: SolarData.svg crunchbase: https://www.crunchbase.com/organization/harbin-institute-of-technology extra: topics: solar-energy - item: name: sup3r second_path: - WETOStack / Other description: >- The Super Resolution for Renewable Resource Data software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs. homepage_url: https://nrel.github.io/sup3r/ repo_url: https://github.com/NREL/sup3r logo: sup3r.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: topics: generative-adversarial-network,machine-learning,renewable-energy,deep-learning refs: ',https://zenodo.org/badge/latestdoi/422324608\n\n' - item: name: The FfE Open Data Portal description: Offers an overview of free datasets for modelling energy demand and generation. homepage_url: http://opendata.ffe.de/ repo_url: null logo: The FfE Open Data Portal.svg crunchbase: https://www.crunchbase.com/organization/forschungsstelle-f%C3%BCr-energiewirtschaft - item: name: The Public Utility Data Liberation Project description: Makes the US' energy data easier to access and use. homepage_url: https://catalyst.coop/pudl repo_url: https://github.com/catalyst-cooperative/pudl logo: The Public Utility Data Liberation Project.svg extra: refs: ',https://zenodo.org/badge/latestdoi/80646423\n,https://zenodo.org' topics: open-data,ferc,eia,energy,utility,climate,electricity,epa,coal,natural-gas,eia923,eia860,cems,ddj,ghg,emissions,pudl,python,etl,sqlite organization: name: Catalyst Cooperative - item: name: time series description: Contains scripts that compile time series data of the European power system. homepage_url: http://data.open-power-system-data.org/time_series/ repo_url: https://github.com/Open-Power-System-Data/time_series logo: time series.svg organization: name: Open Power System Data - item: name: UKgrid description: An R data package with the UK National Grid historical demand for electricity between April 2005 and October 2019. homepage_url: https://ramikrispin.github.io/UKgrid/ repo_url: https://github.com/RamiKrispin/UKgrid logo: UKgrid.svg crunchbase: https://www.crunchbase.com/organization/apple - item: name: USgrid description: The hourly demand and supply of electricity in the US. homepage_url: https://ramikrispin.github.io/USgrid/ repo_url: https://github.com/RamiKrispin/USgrid logo: USgrid.svg crunchbase: https://www.crunchbase.com/organization/apple - category: name: Consumption of Energy and Resources subcategories: - subcategory: name: Buildings and Heating items: - item: name: AixLib description: A Modelica model library for building performance simulations. homepage_url: https://ebc-tools.eonerc.rwth-aachen.de/aixlib repo_url: https://github.com/RWTH-EBC/AixLib logo: AixLib.svg crunchbase: https://www.crunchbase.com/organization/rwth-aachen-university extra: topics: hacktoberfest - item: name: BEMServer description: An open source Python server to deploy energy management solutions for buildings. homepage_url: http://bemserver.org repo_url: https://github.com/HIT2GAP-EU-PROJECT/bemserver project_org: https://github.com/HIT2GAP-EU-PROJECT logo: BEMServer.svg crunchbase: https://www.crunchbase.com/organization/nobatek-inef4 - item: name: BESOS description: A collection of modules for the simulation and optimization of buildings and urban energy systems. homepage_url: https://gitlab.com/energyincities/besos repo_url: https://gitlab.com/energyincities/besos logo: BESOS.svg crunchbase: https://www.crunchbase.com/organization/university-of-victoria-2 - item: name: BETTER description: Building Efficiency Targeting Tool for Energy Retrofits. homepage_url: https://github.com/LBNL-JCI-ICF/better repo_url: https://github.com/LBNL-JCI-ICF/better logo: BETTER.svg crunchbase: https://www.crunchbase.com/organization/lawrence-berkeley-national-laboratory - item: name: BOPTEST description: >- The Building Optimization Testing (BOPTEST) Framework enables the assessment and benchmarking of control algorithms for building energy management. homepage_url: https://github.com/ibpsa/project1-boptest repo_url: https://github.com/ibpsa/project1-boptest logo: BOPTEST.svg crunchbase: https://www.crunchbase.com/organization/international-building-performance-simulation-association extra: refs: >- ,https://doi.org/10.1080/19401493.2021.1986574,https://doi.org/10.3389/fbuil.2022.849754,https://doi.org/10.1080/19401493.2022.2058091,https://doi.org/10.1016/j.apenergy.2021.118346,https://doi.org/10.1080/19401493.2020.1770861 - item: name: BOPTEST-Gym description: The OpenAI-Gym interface of the BOPTEST framework facilitates the assessment and benchmarking of RL algorithms for building energy management. homepage_url: https://github.com/ibpsa/project1-boptest-gym repo_url: https://github.com/ibpsa/project1-boptest-gym logo: BOPTEST-Gym.svg crunchbase: https://www.crunchbase.com/organization/international-building-performance-simulation-association - item: name: Brick description: >- An open-source effort to standardize semantic descriptions of the physical, logical and virtual assets in buildings and the relationships between them. homepage_url: http://brickschema.org/ repo_url: https://github.com/BrickSchema/Brick project_org: https://github.com/BrickSchema logo: Brick.svg organization: name: Brick Schema - item: name: Building Data Genome Project description: A collection of non-residential buildings for performance analysis and algorithm benchmarking. homepage_url: http://www.buildingdatagenome.org repo_url: https://github.com/buds-lab/the-building-data-genome-project logo: The-building-data-genome-project.svg crunchbase: https://www.crunchbase.com/organization/national-university-of-singapore extra: refs: ',https://doi.org/10.1016/j.egypro.2017.07.400,https://doi.org/10.1016/j.egypro.2017.07.400",\nurl' topics: >- open-data,jupyter-notebook,electricity-meter,commercial-building,energy-efficiency,electrical-meters,smart-meter,temporal-data,feature-extraction,feature-engineering - item: name: Building Data Genome Project 2 description: Whole building non-residential hourly energy meter data from the Great Energy Predictor III competition. homepage_url: https://www.budslab.org/ repo_url: https://github.com/buds-lab/building-data-genome-project-2 logo: The Building Data Genome 2 Data-Set.svg crunchbase: https://www.crunchbase.com/organization/national-university-of-singapore extra: refs: >- ,https://zenodo.org/badge/latestdoi/247690451,https://doi.org/10.1038/s41597-020-00712-x\n\n```\n\n\n@ARTICLE,https://doi.org/10.6084/m9.figshare.13033847",\n topics: >- open-source,open-data,open-data-science,energy-efficiency,energy-consumption,building-energy,building-automation,smart-city,smart-meter,electricity-meter,electricity-consumption - item: name: BuildingSystems description: >- The Modelica open source BuildingSystems library is developed for dynamic simulation of the energetic behavior of single rooms, buildings and whole districts. homepage_url: http://modelica-buildingsystems.de/ repo_url: https://github.com/UdK-VPT/BuildingSystems logo: BuildingSystems.svg crunchbase: https://www.crunchbase.com/organization/berlin-university-of-the-arts extra: topics: modelica,building,energy,simulation - item: name: BuildSysPro description: EDF's Modelica library for buildings, districts and energy systems modeling. homepage_url: https://github.com/EDF-Lab/BuildSysPro repo_url: https://github.com/EDF-Lab/BuildSysPro logo: BuildSysPro.svg crunchbase: https://www.crunchbase.com/organization/edf-energy - item: name: CBE Clima Tool description: A web-based application built to support the need of architects and engineers interested in climate-adapted design. homepage_url: https://clima.cbe.berkeley.edu repo_url: https://github.com/CenterForTheBuiltEnvironment/clima logo: CBE Clima Tool.svg crunchbase: https://www.crunchbase.com/organization/center-for-the-built-environment extra: topics: clima,epw,epw-files,climate-analysis,building-design,python - item: name: CBE Thermal Comfort Tool description: A web interface for comfort model calculations and visualizations according to ASHRAE Standard-55, EN Standard 16798 and ISO Standard 7730. homepage_url: http://comfort.cbe.berkeley.edu repo_url: https://github.com/CenterForTheBuiltEnvironment/comfort_tool logo: comfort_tool.svg crunchbase: https://www.crunchbase.com/organization/center-for-the-built-environment extra: topics: comfort,air-temperature,thermal-comfort,pmv-prediction,pmv - item: name: City Energy Analyst description: >- Helps you to analyze the effects of building retrofits, land-use planning, district heating and cooling and renewable energy on the future costs, emissions and energy consumption of neighborhoods and districts. homepage_url: https://github.com/architecture-building-systems/CityEnergyAnalyst repo_url: https://github.com/architecture-building-systems/CityEnergyAnalyst logo: City Energy Analyst.svg crunchbase: https://www.crunchbase.com/organization/eth-zurich extra: refs: ',https://doi.org/10.5281/zenodo.6494266\n' - item: name: CityGML Energy ADE description: >- Defines a standardized data model based on CityGML format for urban energy analyses, aiming to be a reference exchange data format between different urban modeling tools and expert databases. homepage_url: https://github.com/cstb/citygml-energy repo_url: https://github.com/cstb/citygml-energy logo: The Application Domain Extension.svg crunchbase: https://www.crunchbase.com/organization/cstb - item: name: DHNx description: This package provides an open toolbox for district heating and cooling network optimization and simulation models. homepage_url: https://github.com/oemof/DHNx repo_url: https://github.com/oemof/DHNx logo: DHNx.svg extra: refs: >- ,https://zenodo.org/search?page=1&size=20&q=dhnx,https://doi.org/10.5278/ijsepm.6248,https://doi.org/10.5278/ijsepm.6248,https://doi.org/10.5281/zenodo.5084392\r\n\r\n organization: name: oemof community - item: name: DSMR-reader description: Used for reading the smart meter DSMR (Dutch Smart Meter Requirements) P1 port yourself at your home. homepage_url: https://dsmr-reader.readthedocs.io/ repo_url: https://github.com/dsmrreader/dsmr-reader project_org: https://github.com/dsmrreader logo: DSMR-reader.svg extra: topics: raspberry-pi,non-commercial,dsmr5,dsmr4,dsmrp1,dsmr-reader,telegram-data-storage,energy-consumption-visualizer organization: name: DSMR-reader - item: name: Energy Signature Analyser description: A toolbox to analyze energy signatures of buildings and compare the signatures of all buildings within an entire building stock. homepage_url: https://gitlab.com/energyincities/energy-signature-analyser repo_url: https://gitlab.com/energyincities/energy-signature-analyser logo: Energy Signature Analyser.svg crunchbase: https://www.crunchbase.com/organization/university-of-victoria-2 - item: name: EnergyPlus description: >- A whole building energy simulation program that engineers, architects, and researchers use to model both energy consumption and water usage in buildings. homepage_url: https://energyplus.net repo_url: https://github.com/NREL/EnergyPlus logo: EnergyPlus.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: eplusr description: >- Provides a rich toolkit of using whole building energy simulation program EnergyPlus directly in R, which enables programmatic navigation, modification of EnergyPlus, conducts parametric simulations and retrieves outputs. homepage_url: https://hongyuanjia.github.io/eplusr repo_url: https://github.com/hongyuanjia/eplusr logo: eplusr.svg crunchbase: https://www.crunchbase.com/organization/chongqing-science-and-technology-career-academy extra: refs: ',https://doi.org/10.1016/j.enbuild.2021.110757\n#' topics: energyplus,r,idf,idd,eplus,r6,parametric-simulation,epw,energyplus-models,simulation,energy-simulation - item: name: HiSim description: Simulation and analysis of household scenarios using modern components as alternative to fossil fuel based ones. homepage_url: https://github.com/FZJ-IEK3-VSA/HiSim repo_url: https://github.com/FZJ-IEK3-VSA/HiSim logo: HiSim.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich - item: name: Hotmaps description: The open source mapping and planning tool for heating and cooling. homepage_url: https://www.hotmaps-project.eu/ repo_url: https://github.com/HotMaps/Hotmaps-toolbox-service project_org: https://github.com/HotMaps logo: Hotmaps.svg crunchbase: https://www.crunchbase.com/organization/horizon-2020 - item: name: hplib description: Database with efficiency parameters from public Heatpump Keymark datasets as well as parameter-sets and functions in order to simulate heat pumps. homepage_url: https://github.com/RE-Lab-Projects/hplib repo_url: https://github.com/RE-Lab-Projects/hplib logo: hplib.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich extra: refs: ',https://doi.org/10.5281/zenodo.5521597,https://doi.org/10.5281/zenodo.5521597\n\n##' topics: energy,simulation,heatpump - item: name: HPWHsim description: An open source simulation model for Heat Pump Water Heaters (HPWH). homepage_url: https://github.com/EcotopeResearch/HPWHsim repo_url: https://github.com/EcotopeResearch/HPWHsim logo: HPWHsim.svg crunchbase: https://www.crunchbase.com/organization/ecotope - item: name: hpxml description: Home Performance XML is a data transfer standard for the home performance industry. homepage_url: http://hpxmlonline.com repo_url: https://github.com/hpxmlwg/hpxml project_org: https://github.com/hpxmlwg logo: hpxml.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: HPXML to Home Energy Score Translator description: This translator script takes an HPXML file or directory of files as an input and generates HEScore inputs from it. homepage_url: https://github.com/NREL/hescore-hpxml repo_url: https://github.com/NREL/hescore-hpxml logo: HPXML to Home Energy Score Translator.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: IDEAS description: A Modelica model library for integrated building or district energy simulations. homepage_url: https://github.com/open-ideas/IDEAS repo_url: https://github.com/open-ideas/IDEAS logo: IDEAS.svg crunchbase: https://www.crunchbase.com/organization/university-of-leuven - item: name: Kiva description: Used to calculate heat loss and gain on a timestep basis from building foundations. homepage_url: https://github.com/bigladder/kiva repo_url: https://github.com/bigladder/kiva logo: Kiva.svg crunchbase: https://www.crunchbase.com/organization/big-ladder-software extra: topics: engineering,heat-transfer,energy,kiva,foundation,building,simulation - item: name: LoadProfileGenerator description: A program for generating load curves for residential consumers. Agent-based and extremely detailed. homepage_url: https://github.com/FZJ-IEK3-VSA/LoadProfileGenerator repo_url: https://github.com/FZJ-IEK3-VSA/LoadProfileGenerator logo: LoadProfileGenerator.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich - item: name: Macquette description: >- A whole house energy assessment tool, which models a building to produce a report to help householders under how their home performs now in terms of energy use and how it might be improved. homepage_url: https://retrofitcoop.gitlab.io/macquette/index.html repo_url: https://gitlab.com/retrofitcoop/macquette license: GNU Affero General Public License v3.0 logo: Macquette.svg organization: name: People Powered Retrofit - item: name: ModBus Measurement Daemon description: A daemon for collecting measurement data from smart meters and grid inverters over modbus. homepage_url: https://github.com/volkszaehler/mbmd repo_url: https://github.com/volkszaehler/mbmd logo: ModBus Measurement Daemon.svg extra: topics: modbus,smart-meter,openhab,golang,volkszaehler,modbus-meters,grid-inverters,sunspec organization: name: volkszaehler.org project - item: name: Modelica Buildings library description: A free and open source library with dynamic simulation models for building energy and control systems. homepage_url: https://github.com/lbl-srg/modelica-buildings repo_url: https://github.com/lbl-srg/modelica-buildings logo: Modelica Buildings library.svg crunchbase: https://www.crunchbase.com/organization/lawrence-berkeley-national-laboratory extra: refs: ',https://doi.org/10.1080/19401493.2013.765506"\n' topics: modelica,buildings,control,energy-efficiency - item: name: modelica-ibpsa description: A Modelica library for building and district energy systems developed within IBPSA Project 1. homepage_url: https://ibpsa.github.io/project1 repo_url: https://github.com/ibpsa/modelica-ibpsa logo: modelica-ibpsa.svg crunchbase: https://www.crunchbase.com/organization/international-building-performance-simulation-association - item: name: MPCPy description: The Python-based open source platform for model predictive control in buildings. homepage_url: https://github.com/lbl-srg/MPCPy repo_url: https://github.com/lbl-srg/MPCPy logo: MPCPy.svg crunchbase: https://www.crunchbase.com/organization/lawrence-berkeley-national-laboratory - item: name: Multiscale Solar Water Heating description: Solar water heating system modeling and simulation for individual and community scale projects. homepage_url: https://github.com/LBNL-ETA/MSWH repo_url: https://github.com/LBNL-ETA/MSWH logo: Multiscale Solar Water Heating.svg crunchbase: https://www.crunchbase.com/organization/lawrence-berkeley-national-laboratory extra: refs: ',https://doi.org/10.21105/joss.02695' - item: name: NILM description: >- Non-Intrusive Load Monitoring is the process of estimating the energy consumed by individual appliances given just a whole-house power meter reading. homepage_url: http://nilmtk.github.io repo_url: https://github.com/nilmtk/nilmtk project_org: https://github.com/nilmtk logo: NILM.svg crunchbase: https://www.crunchbase.com/organization/indian-institute-of-technology-gandhinagar extra: refs: ',https://doi.org/10.1145/3360322.3360844' topics: disaggregation,python,nilm,energy,forecasting,algorithms,ipython-notebook,energy-disaggregation,nilmtk,nilm-algorithms - item: name: NYCBuildingEnergyUse description: >- Predict the emission of greenhouse gases from buildings by looking at their age, and water consumption as well as other energy consumption metrics. homepage_url: http://michael-harmon.com/blog/GreenBuildings1.html repo_url: https://github.com/mdh266/NYCBuildingEnergyUse logo: NYCBuildingEnergyUse.svg extra: topics: >- energy-efficiency,exploratory-data-analysis,regression-models,regression,bokeh,data-science,outlier-detection,outlier-removal,missing-values,missing-data,scikit-learn,google-app-engine,xgboost organization: name: Michael Harmon - item: name: obc description: Performance Evaluation, Specification, Deployment and Verification of Building Control Sequences. homepage_url: http://obc.lbl.gov repo_url: https://github.com/lbl-srg/obc logo: obc.svg crunchbase: https://www.crunchbase.com/organization/lawrence-berkeley-national-laboratory - item: name: OpenStudio description: >- A cross-platform collection of software tools to support whole building energy modeling using EnergyPlus and advanced daylight analysis using Radiance. homepage_url: https://www.openstudio.net/ repo_url: https://github.com/NREL/OpenStudio logo: OpenStudio.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: OpenStudio-ERI description: Calculates an Energy Rating Index (ERI) via an OpenStudio/EnergyPlus-based workflow. Building information is provided through an HPXML file. homepage_url: https://github.com/NREL/OpenStudio-ERI repo_url: https://github.com/NREL/OpenStudio-ERI logo: OpenStudio-ERI.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: OpenStudio-HPXML description: Modeling of residential buildings in EnergyPlus using OpenStudio/HPXML. homepage_url: https://github.com/NREL/OpenStudio-HPXML repo_url: https://github.com/NREL/OpenStudio-HPXML logo: OpenStudio-HPXML.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: PLANHEAT Tool description: A QGIS plug-in based on an open source code, whose goal is to analyze, plan and simulate low carbon Heating & Cooling scenarios. homepage_url: https://github.com/Planheat/Planheat-Tool repo_url: https://github.com/Planheat/Planheat-Tool logo: PLANHEAT Tool.svg crunchbase: https://www.crunchbase.com/organization/european-commission - item: name: project1 description: >- Creates open source software that builds the basis of next generation computing tools for the design and operation of building and district energy and control systems. homepage_url: https://github.com/ibpsa/project1 repo_url: https://github.com/ibpsa/project1 logo: project1.svg crunchbase: https://www.crunchbase.com/organization/international-building-performance-simulation-association extra: topics: ibpsa,modelica,bim,simulation,optimization,mpc - item: name: pyCity description: A Python package for data handling and scenario generation of city districts and urban energy systems. homepage_url: https://github.com/RWTH-EBC/pyCity repo_url: https://github.com/RWTH-EBC/pyCity logo: pyCity.svg crunchbase: https://www.crunchbase.com/organization/rwth-aachen-university extra: refs: ',https://doi.org/10.1016/j.buildenv.2018.12.025,https://doi.org/10.1002/bapi.201710001' topics: python,urban,city,modeling,urban-energy-modeling - item: name: pythermalcomfort description: Package to calculate several thermal comfort indices (e.g. PMV, PPD, SET, adaptive) and convert physical variables. homepage_url: https://pythermalcomfort.readthedocs.io/en/latest/ repo_url: https://github.com/CenterForTheBuiltEnvironment/pythermalcomfort logo: pythermalcomfort.svg crunchbase: https://www.crunchbase.com/organization/center-for-the-built-environment extra: refs: ',https://doi.org/10.1016/j.softx.2020.100578' - item: name: RC_BuildingSimulator description: A Resistance Capacitance Model for an Energetic Simulation of a Building. homepage_url: https://github.com/architecture-building-systems/RC_BuildingSimulator repo_url: https://github.com/architecture-building-systems/RC_BuildingSimulator logo: RC_BuildingSimulator.svg crunchbase: https://www.crunchbase.com/organization/eth-zurich - item: name: resstock description: Helping states, municipalities, utilities, and manufacturers identify which building stock improvements save the most energy and money. homepage_url: https://resstock.nrel.gov repo_url: https://github.com/NREL/resstock logo: resstock.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: scout description: >- A tool for estimating the future energy use, carbon emissions, and capital and operating cost impacts of energy efficiency and demand flexibility technologies in the U.S. residential and commercial building sectors. homepage_url: https://scout.energy.gov repo_url: https://github.com/trynthink/scout logo: scout.svg crunchbase: https://www.crunchbase.com/organization/us-department-of-energy extra: topics: building-energy,energy-data,energy-consumption,energy-efficiency,demand-side-management,carbon-emissions - item: name: SEED description: >- Standard Energy Efficiency Data Platform™ is a web-based application that helps organizations easily manage data on the energy performance of large groups of buildings. homepage_url: https://github.com/SEED-platform/seed repo_url: https://github.com/SEED-platform/seed project_org: https://github.com/SEED-platform logo: SEED.svg extra: topics: energy,commercial,buildings organization: name: Standard Energy Efficiency Data Platform™ - item: name: Smart-Energy-Monitor description: >- The goal is to accurately predict the monthly electricity bill of the household using minimum hardware and by acquiring electrical data at a single location. homepage_url: https://photos.app.goo.gl/EcPnu42qcf3pCxSX9 repo_url: https://github.com/jonathanrjpereira/Smart-Energy-Monitor logo: Smart-Energy-Monitor.svg extra: topics: >- arduino,raspberry-pi,energy-monitor,energy-consumption,energy-disaggregation,smarthome,electronics,machine-learning,naive-bayes-classifier,appliance-level-consumption,hardware organization: name: Jonathan Pereira - item: name: StROBe description: >- An open web tool developed at the KU Leuven Building Physics Section to model the pervasive space for residential integrated district energy assessment simulations in the openIDEAS modeling environment. homepage_url: https://github.com/open-ideas/StROBe repo_url: https://github.com/open-ideas/StROBe logo: strobe-logo.svg crunchbase: https://www.crunchbase.com/organization/university-of-leuven extra: refs: ',https://doi.org/10.1080/19401493.2015.1070203\n2' - item: name: TEASER description: Tool for Energy Analysis and Simulation for Efficient Retrofit. homepage_url: https://github.com/RWTH-EBC/TEASER repo_url: https://github.com/RWTH-EBC/TEASER logo: TEASER.svg crunchbase: https://www.crunchbase.com/organization/rwth-aachen-university extra: topics: python,simulation,buildings,urban-energy-modeling,hacktoberfest - item: name: teb description: A library to calculate the urban surface energy balance at neighborhood scale assuming a simplified canyon geometry. homepage_url: https://github.com/TEB-model/teb repo_url: https://github.com/TEB-model/teb project_org: https://github.com/TEB-model logo: teb.svg crunchbase: https://www.crunchbase.com/organization/capitoul-informatique extra: refs: >- ,https://doi.org/10.21105/joss.02008,https://doi.org/10.5281/zenodo.3887080,https://doi.org/10.1029/2019MS001961,https://doi.org/10.1007/s00703-008-0289-4,https://doi.org/10.1023/A:1002463829265,https://doi.org/10.21105/joss.02008,https://doi.org/10.5281/zenodo.3887080,https://doi.org/10.1023/A:1002463829265.\n\n,https://doi.org/10.21105/joss.02008.\n\n*please,https://doi.org/10.5281/zenodo.3887080 topics: >- energy-balance-model,urban-meteorology,land-surface-model,meteorology,building-energy,energy-model,energy-consumption,energy-simulation,urban-planning,atmospheric-modelling,environmental-modelling,cmake,teb,town-energy-balance,urban-energy-budget,forecasting-model - item: name: tespy description: Provides a powerful simulation toolkit for thermal engineering plants such as power plants, district heating systems or heat pumps. homepage_url: https://tespy.readthedocs.io repo_url: https://github.com/oemof/tespy logo: tespy.svg extra: refs: >- ,https://doi.org/10.5281/zenodo.2555866\n\n,https://doi.org/10.21105/joss.02178,https://doi.org/10.5281/zenodo.2555866.\n\nLicense\n=======\nCopyright topics: thermodynamics,process-engineering,cooling,heating,energy-system,powerplant,python,simulation,exergy,refrigeration organization: name: oemof community - item: name: Thermofeel description: A library to calculate human thermal comfort indexes. homepage_url: https://github.com/ecmwf-projects/thermofeel repo_url: https://github.com/ecmwf-projects/thermofeel logo: Thermofeel.svg crunchbase: https://www.crunchbase.com/organization/ecmwf extra: refs: ',https://doi.org/10.21957/mp6v-fd16\n\n\nFor,https://doi.org/10.21957/mp6v-fd16\n\n\n\nAcknowledgements\n================\nPast' - item: name: tsib description: >- A Python package that builds up on different databases and models for creating consistent demand and production time series of residential buildings. homepage_url: https://github.com/FZJ-IEK3-VSA/tsib repo_url: https://github.com/FZJ-IEK3-VSA/tsib logo: tsib.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich - item: name: Urban Multi-scale Environmental Predictor description: A climate service tool, designed for researchers and service providers presented as a plugin for QGIS. homepage_url: https://umep-docs.readthedocs.io/en/latest/ repo_url: https://github.com/UMEP-dev/UMEP project_org: https://github.com/UMEP-dev logo: Urban Multi-scale Environmental Predictor.svg organization: name: UMEP - item: name: Urban Weather Generator description: A Python application for modeling the urban heat island effect. homepage_url: https://www.ladybug.tools/uwg/docs/ repo_url: https://github.com/ladybug-tools/uwg logo: Urban Weather Generator.svg crunchbase: https://www.crunchbase.com/organization/ladybug-tools - item: name: volkszaehler.org description: A free smart meter implementation with focus on data privacy. homepage_url: https://volkszaehler.org repo_url: https://github.com/volkszaehler/volkszaehler.org logo: volkszaehler.org.svg extra: topics: smarthome,smartmeter,monitoring,volkszaehler,privacy,logging,php organization: name: volkszaehler.org project - item: name: Volttron second_path: - Acquisition and Control / Central Hub description: >- A platform that provides services for collecting and storing data from buildings and devices. It provides an environment for developing applications that interact with data. homepage_url: https://volttron.org/ repo_url: https://github.com/VOLTTRON/volttron logo: VolttronDoE.svg crunchbase: https://www.crunchbase.com/organization/volttron extra: topics: buildings,bacnet,modbus,python,message-bus,office-hours,volttron,volttron-applications,volttron-instance - subcategory: name: Mobility and Transportation items: - item: name: A/B Street description: A traffic simulation game exploring how small changes to roads affect cyclists, transit users, pedestrians, and drivers. homepage_url: https://a-b-street.github.io/docs/ repo_url: https://github.com/a-b-street/abstreet project_org: https://github.com/a-b-street logo: AB Street.svg extra: refs: ',https://zenodo.org/badge/latestdoi/135952436' topics: traffic-simulation,game,openstreetmap,simulation,seattle organization: name: A/B Street - item: name: BEAM description: The Framework for Modeling Behavior, Energy, Autonomy, and Mobility in Transportation Systems. homepage_url: https://github.com/LBNL-UCB-STI/beam repo_url: https://github.com/LBNL-UCB-STI/beam logo: BEAM.svg crunchbase: https://www.crunchbase.com/organization/lawrence-berkeley-national-laboratory - item: name: Bike Index description: 'Bike registration that works: online, powerful, free.' homepage_url: https://bikeindex.org repo_url: https://github.com/bikeindex/bike_index logo: Bike Index.svg crunchbase: https://www.crunchbase.com/organization/bike-index - item: name: bikedata description: >- Aims to enable ready importing of historical trip data from all public bicycle hire systems which provide data. Will be expanded on an ongoing basis as more systems publish open data. homepage_url: https://docs.ropensci.org/bikedata repo_url: https://github.com/ropensci/bikedata logo: bikedata.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://doi.org/10.21105/joss.00471\n#,https://doi.org/10.21105/joss.00471' topics: bicycle-hire-systems,r,rstats,bike-hire,bicycle-hire,database,bike-data,r-package,peer-reviewed - item: name: BikeshareClient description: Dotnet library for integrating with GBFS bikeshare systems. homepage_url: https://github.com/andmos/BikeshareClient repo_url: https://github.com/andmos/BikeshareClient logo: BikeshareClient.svg crunchbase: https://www.crunchbase.com/organization/north-american-bikeshare-association extra: topics: gbfs,bikeshare-systems,bikeshare,netstandard - item: name: Carpoolear description: The first Argentine Facebook app that allows the users of this social network to share car trips with other users. homepage_url: https://carpoolear.com.ar repo_url: https://github.com/STS-Rosario/carpoolear logo: Carpoolear.svg extra: topics: vuejs,frontend,carpooling,app,cordova,mobile,web organization: name: STS Rosario - item: name: ChargyDesktopApp description: Chargy is a transparency software for secure and transparent e-mobility charging processes, as defined by the German "Eichrecht". homepage_url: https://github.com/OpenChargingCloud/ChargyDesktopApp repo_url: https://github.com/OpenChargingCloud/ChargyDesktopApp logo: ChargyDesktopApp.svg crunchbase: https://www.crunchbase.com/organization/graphdefined-gmbh extra: topics: transparency,eichrecht,electron,chargy,smartmetering,evroamingdeluxe,premiumeichrecht,evroaming,e-mobility - item: name: CitrineOS homepage_url: https://citrineos.energy project: sandbox repo_url: https://github.com/citrineos/citrineos project_org: https://github.com/citrineos logo: citrineos.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/CitrineOS/ mailing_list_url: https://lists.lfenergy.org/g/citrineos-discussion slack_channel: '#citrineos' wiki_page: https://wiki.lfenergy.org/display/CIT - item: name: CityFlow description: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario. homepage_url: https://cityflow-project.github.io repo_url: https://github.com/cityflow-project/CityFlow project_org: https://github.com/cityflow-project logo: CityFlow.svg extra: topics: multiagent-systems,multiagent-reinforcement-learning,traffic-simulation,traffic-signal-control organization: name: CityFlow - item: name: CO2MPAS-TA description: CO2MPAS is backward-looking longitudinal-dynamics CO2 and fuel-consumption simulator for light-duty vehicles. homepage_url: https://co2mpas.readthedocs.io/ repo_url: https://github.com/JRCSTU/CO2MPAS-TA logo: CO2MPAS-TA.svg extra: topics: co2,fuel-consumption,vehicle,automotive,wltp,nedc,eu,jrc,simulator organization: name: STU-IET, JRC-EC - item: name: Complete_Street_Rule description: An ArcGIS CityEngine scenario oriented design tool intended to enable users to quickly create procedural generated multimodal streets. homepage_url: https://geonet.esri.com/docs/DOC-6915 repo_url: https://github.com/d-wasserman/Complete_Street_Rule logo: Complete_Street_Rule.svg crunchbase: https://www.crunchbase.com/organization/esri extra: topics: >- complete,streets,transportation,cityengine,procedural-generation,cga,treatments,street-rule,geometry,simulation,environmental-modelling,urban-planning,arcgis-cityengine,street-configuration,urban-design - item: name: CoopCycle description: A self-hosted platform to order meals in your neighborhood and get them delivered by bike couriers. homepage_url: https://coopcycle.org repo_url: https://github.com/coopcycle/coopcycle-web logo: CoopCycle.svg extra: topics: symfony,apiplatform,coop,platformcoop organization: name: CoopCycle - item: name: cyclestreets description: The goal of cyclestreets is to provide a simple R interface to the CycleStreets routing service. homepage_url: https://rpackage.cyclestreets.net/ repo_url: https://github.com/cyclestreets/cyclestreets-r logo: cyclestreets.svg extra: topics: cycling,routing,r,transport,transportation-planning organization: name: CycleStreets - item: name: CyclOSM description: A CartoCSS map style designed with cycling in mind. homepage_url: https://www.cyclosm.org repo_url: https://github.com/cyclosm/cyclosm-cartocss-style project_org: https://github.com/cyclosm logo: CyclOSM.svg extra: topics: osm,cartocss,cycling,openstreetmap,map,tiles organization: name: CyclOSM - item: name: DeepMove description: Predicting Human Mobility with Attentional Recurrent Networks. homepage_url: https://github.com/vonfeng/DeepMove repo_url: https://github.com/vonfeng/DeepMove logo: DeepMove.svg crunchbase: https://www.crunchbase.com/organization/tsinghua-university extra: topics: mobility-trajectory,attention,www,prediction - item: name: docile-charge-point description: Scriptable OCPP charge point simulator and test tool. homepage_url: https://github.com/ShellRechargeSolutionsEU/docile-charge-point repo_url: https://github.com/ShellRechargeSolutionsEU/docile-charge-point logo: docile-charge-point.svg extra: topics: ocpp,emobility,testing,charging-station,dsl,scala organization: name: Shell Recharge Solutions EU - item: name: emobility-smart-charging description: Smart charging algorithms with REST API for electric vehicle fleets. homepage_url: https://github.com/SAP/emobility-smart-charging repo_url: https://github.com/SAP/emobility-smart-charging logo: emobility-smart-charging.svg crunchbase: https://www.crunchbase.com/organization/sap - item: name: enviroCar description: An Android App for collecting car sensor data for the enviroCar platform. homepage_url: https://envirocar.org repo_url: https://github.com/enviroCar/enviroCar-app logo: enviroCar.svg organization: name: enviroCar - item: name: EVCC description: An extensible EV Charge Controller with PV integration implemented in Go. homepage_url: https://evcc.io repo_url: https://github.com/evcc-io/evcc project_org: https://github.com/evcc-io logo: EVCC.svg extra: topics: mqtt,golang,pv,wallbox,emobility,charger,wallbe,home-automation organization: name: EVCC - item: name: EVerest second_path: - Customer Premises / Field - DER / Field - Acquisition and Control / Infrastructure Management - Project Stack / Edge & Distributed Intelligence homepage_url: https://www.lfenergy.org/projects/everest/ project: earlyadoption repo_url: https://github.com/EVerest/EVerest project_org: https://github.com/everest logo: everest.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfenergy.org/projects/everest/ mailing_list_url: https://lists.lfenergy.org/g/everest slack_channel: '#everest' LFX_insights_url: https://insights.lfx.linuxfoundation.org/projects/lfenergy%2Feverest wiki_page: https://wiki.lfenergy.org/display/EV SBOM: none TSC_meeting_notes: none calendar: https://lists.lfenergy.org/g/everest/calendar contribution_guidelines: https://github.com/EVerest/everest/blob/main/CONTRIBUTING.md leads: Marco Möller - item: name: EVMap description: Android app to access the goingelectric.de electric vehicle charging station directory. homepage_url: https://github.com/ev-map/EVMap repo_url: https://github.com/ev-map/EVMap project_org: https://github.com/ev-map logo: EVMap.svg extra: topics: charging-stations,android,electric-vehicle,hacktoberfest,map organization: name: Johan von Forstner - item: name: EVNotify description: Allows you to monitor your electric vehicle and let you notify when the specified preset state of charge has been achieved. homepage_url: https://evnotify.com repo_url: https://github.com/EVNotify/EVNotify project_org: https://github.com/EVNotify logo: EVNotify.svg organization: name: EVNotify - item: name: gbfs description: Documentation for the General Bikeshare Feed Specification, a standardized data feed for shared mobility system availability. homepage_url: https://github.com/MobilityData/gbfs repo_url: https://github.com/MobilityData/gbfs logo: gbfs.svg extra: topics: >- gbfs,bikesharing,mobility,scooter-sharing,bike-share,bike-sharing,mobility-as-a-service,mobilitydata,carshare,carsharing,open-data,gbfs-documentation,shared-mobility,civic-tech,urban-mobility organization: name: MobilityData IO - item: name: go-ocpp description: v1.5 and v1.6 Open Charge Point Protocol implementation in Golang. homepage_url: https://github.com/voltbras/go-ocpp repo_url: https://github.com/voltbras/go-ocpp logo: go-ocpp.svg extra: topics: ocpp,electric-vehicles,charging-stations,chargingstation,emobility organization: name: Voltbras - item: name: goat description: A tool capable of modeling walking and cycling accessibility. homepage_url: https://github.com/goat-community/goat repo_url: https://github.com/goat-community/goat logo: goat.svg extra: refs: >- ,https://doi.org/10.1016/j.jtrangeo.2021.103080.\n\nPajares,https://doi.org/10.3390/ijgi10100662\n\nPajares,https://doi.org/10.26084/13dfns-p024\n\nPajares,https://doi.org/10.1016/j.urbmob.2022.100033\n\nJehle,https://doi.org/10.26084/13dfns-p020\n topics: accessibility-analysis,isochrones,walking,cycling,accessiblity-scenarios,mobility organization: name: Plan4Better - item: name: Growing Urban Bicycle Networks description: Source code for the paper Growing Urban Bicycle Networks, exploring algorithmically the limitations of urban bicycle network growth. homepage_url: https://github.com/mszell/bikenwgrowth repo_url: https://github.com/mszell/bikenwgrowth logo: Growing Urban Bicycle Networks.svg crunchbase: https://www.crunchbase.com/organization/university-of-copenhagen extra: refs: ',https://zenodo.org/record/5083049' topics: cycling,gis,transportation-network,urban-planning,osmnx,network-analysis,bicycle-network - item: name: gtfs-router description: An R package for routing with GTFS (General Transit Feed Specification) data. homepage_url: https://atfutures.github.io/gtfs-router/ repo_url: https://github.com/ATFutures/gtfs-router logo: gtfs-router.svg extra: topics: gtfs,public-transportation,router,gtfs-router,r-package organization: name: Active Transport Futures - item: name: Gym Electric Motor description: An OpenAI Gym Environment for Electric Motors. homepage_url: https://upb-lea.github.io/gym-electric-motor/ repo_url: https://github.com/upb-lea/gym-electric-motor logo: Gym Electric Motor.svg crunchbase: https://www.crunchbase.com/organization/university-of-paderborn extra: refs: ',https://doi.org/10.5281/zenodo.4355691,https://doi.org/10.21105/joss.02498,https://doi.org/10.21105/joss.02498' topics: >- reinforcement-learning,openai-gym-environments,machinelearning,openai-gym,openai,gym-environment,pmsm,motor-models,converters,benchmark,electrical-engineering,electric-drive - item: name: icare description: An open source carpooling platform used as a basis for our commercial product Company Carpool. homepage_url: https://icare.diowa.com/ repo_url: https://github.com/diowa/icare logo: icare.svg extra: topics: carpooling,rails,ridesharing,travel,ruby,heroku organization: name: diowa - item: name: MaaS Global description: Mobility as a Service API - data model, tests and validation. homepage_url: https://maasglobal.github.io/ repo_url: https://github.com/maasglobal/maas-schemas logo: MaaS Global.svg extra: topics: mobility-as-a-service,mobility,transportation organization: name: MaaS Global Ltd - item: name: mobility-data-specification description: A data standard to enable communication between mobility companies and local governments. homepage_url: https://www.openmobilityfoundation.org/about-mds/ repo_url: https://github.com/openmobilityfoundation/mobility-data-specification logo: mobility-data-specification.svg extra: topics: >- mds,scooters,cities,carshare,bikesharing,scooter-sharing,mobility-as-a-service,bike-share,bike-sharing,mobility,mobility-data,micromobility,passenger-services,delivery-robot,geofencing,right-of-way,policy-as-code,delivery,taxi organization: name: Open Mobility Foundation - item: name: MobiVoc description: An open vocabulary for future-oriented mobility solutions. homepage_url: http://mobivoc.org repo_url: https://github.com/vocol/mobivoc logo: MobiVoc.svg extra: topics: public-transportation,vocabulary,schema,ontology,mobility-concepts,parking,charging-stations,limbo-project organization: name: VoCol - Vocabulary collaboration and build environment - item: name: multicycles description: Aggregates on one map, more than 100 share vehicles like bikes, scooters, mopeds and cars. homepage_url: https://multicycles.org/ repo_url: https://github.com/PierrickP/multicycles logo: multicycles.svg crunchbase: https://www.crunchbase.com/organization/fluctuo extra: topics: velib,freefloating,bike,bikesharing,bikeshare,mobike,bike-rental-services,lime,bird,voi,tier,api,carsharing,scooters,bikes,cars - item: name: navitia description: An open source web API, initially built to provide traveler information on urban transportation networks. homepage_url: https://www.navitia.io/ repo_url: https://github.com/hove-io/navitia logo: navitia.svg extra: topics: public-transportation,navitia,open-api,journey-planner,gtfs,trip-planner,mobility,mobility-as-a-service,trip-planning organization: name: Hove - item: name: node-gtfs description: Import GTFS transit data into SQLite and query routes, stops, times, fares and more. homepage_url: https://github.com/BlinkTagInc/node-gtfs repo_url: https://github.com/BlinkTagInc/node-gtfs logo: node-gtfs.svg crunchbase: https://www.crunchbase.com/organization/blinktag extra: topics: gtfs,node-gtfs,transit,transit-data,public-transportation,sqlite,geojson - item: name: NoiseCapture description: Android App dedicated to the measurement of environmental noise. homepage_url: http://noise-planet.org/fr/noisecapture.html repo_url: https://github.com/Universite-Gustave-Eiffel/NoiseCapture logo: NoiseCapture.svg extra: topics: measurements,noise-maps,collaborative-science,android organization: name: Université Gustave Eiffel - item: name: NoiseModelling description: A free and open source model to compute noise maps. homepage_url: https://noisemodelling.readthedocs.io repo_url: https://github.com/Universite-Gustave-Eiffel/NoiseModelling logo: NoiseModelling.svg extra: topics: propagation,acoustics,gis,modelling,noise,java,cnossos-eu,noise-modelling,pathfinder,pathfinding,research,sound-propagation,noise-propagation organization: name: Université Gustave Eiffel - item: name: ocpp description: Python implementation of the Open Charge Point Protocol. homepage_url: https://github.com/mobilityhouse/ocpp repo_url: https://github.com/mobilityhouse/ocpp logo: ocpp.svg extra: topics: ocpp,framework,client,server,electric-vehicles organization: name: The Mobility House - item: name: OneBusAway description: The Open Source platform for Real Time Transit Info. homepage_url: http://www.onebusaway.org/ repo_url: https://github.com/OneBusAway/onebusaway-android project_org: https://github.com/OneBusAway logo: OneBusAway.svg crunchbase: https://www.crunchbase.com/organization/onebusaway extra: topics: android,onebusaway,java,public-transportation,transit,open-transit-software-foundation - item: name: Open Charge Map description: The global public registry of electric vehicle charging locations. homepage_url: https://openchargemap.org repo_url: https://github.com/openchargemap/ocm-system project_org: https://github.com/openchargemap logo: Open Charge Map.svg organization: name: Open Charge Map - item: name: open-ev-data description: Open Dataset of Electric Vehicle specs. homepage_url: https://github.com/chargeprice/open-ev-data repo_url: https://github.com/chargeprice/open-ev-data logo: open-ev-data.svg organization: name: Chargeprice - item: name: OpenConcept description: A toolkit for conceptual MDAO of aircraft with unconventional propulsion architectures. homepage_url: https://github.com/mdolab/openconcept repo_url: https://github.com/mdolab/openconcept logo: OpenConcept.svg extra: refs: ',https://doi.org/10.3390/aerospace9050243' organization: name: MDO Lab - item: name: OpenEVSE homepage_url: https://www.openevse.com repo_url: https://github.com/OpenEVSE/open_evse project_org: https://github.com/OpenEVSE logo: OpenEVSE.svg crunchbase: https://www.crunchbase.com/organization/openevse extra: topics: esp8266,openevse,openenergymonitor,evse,wifi,emoncms,mqtt-client - item: name: OpenMobility description: Driving the Evolution and Broad Adoption of Open Source Mobility Modeling and Simulation Technologies. homepage_url: https://openmobility.eclipse.org/ repo_url: https://github.com/eclipse/sumo additional_repos: - repo_url: https://github.com/eclipse/mosaic logo: OpenMobility.svg crunchbase: https://www.crunchbase.com/organization/eclipse-foundation - item: name: openv2g description: >- The objective to start this project is primarily to support the ISO and IEC standardization process to specify the so called "Vehicle 2 Grid Communication Interface" (V2G CI) which became the ISO IEC 15118 specification by now. homepage_url: http://openv2g.sourceforge.net/ repo_url: null logo: openv2g.svg crunchbase: https://www.crunchbase.com/organization/siemens-energy-6cf7 - item: name: osm2gtfs description: Turn OpenStreetMap data and schedule information into GTFS. homepage_url: https://github.com/grote/osm2gtfs repo_url: https://github.com/grote/osm2gtfs logo: osm2gtfs.svg extra: topics: openstreetmap,gtfs,schedule,public-transportation,python organization: name: Torsten Grote - item: name: PCT description: The goal is to increase the accessibility and reproducibility of the data produced by the Propensity to Cycle Tool (PCT). homepage_url: https://itsleeds.github.io/pct/ repo_url: https://github.com/ITSLeeds/pct logo: PCT.svg organization: name: Institute for Transport Studies - item: name: Public Transport Enabler description: Unleash public transport data in your Java project. homepage_url: https://groups.google.com/forum/#!forum/public-transport-enabler-discuss repo_url: https://github.com/schildbach/public-transport-enabler logo: Public Transport Enabler.svg extra: topics: java,library,public-transportation,navitia,hafas,efa organization: name: Andreas Schildbach - item: name: pybikes description: >- Provides a set of tools to scrape bike sharing data from different websites and APIs, thus providing a coherent and generalized set of classes and methods to access this sort of information. homepage_url: https://citybik.es repo_url: https://github.com/eskerda/pybikes logo: pybikes.svg organization: name: eskerda - item: name: Quetzal description: A modeling library designed for transport planning and traffic forecasts. homepage_url: https://github.com/systragroup/quetzal repo_url: https://github.com/systragroup/quetzal logo: Quetzal.svg organization: name: SYSTRA - item: name: quetzal_germany description: A four step transport model for Germany using the quetzal transport modeling suite. homepage_url: https://github.com/marlinarnz/quetzal_germany repo_url: https://github.com/marlinarnz/quetzal_germany logo: quetzal_germany.svg extra: refs: ',https://doi.org/10.1186/s12544-022-00568-9\n\nIt,https://doi.org/10.5281/zenodo.5659679' organization: name: marlinarnz - item: name: RAMP-mobility description: A novel application of the RAMP main engine for generating bottom-up stochastic electric vehicles load profiles. homepage_url: https://github.com/RAMP-project/RAMP-mobility repo_url: https://github.com/RAMP-project/RAMP-mobility project_org: https://github.com/RAMP-project logo: RAMP-mobility.svg crunchbase: https://www.crunchbase.com/organization/tu-delft extra: refs: >- ,https://doi.org/10.1016/j.energy.2019.04.097,https://doi.org/10.1016/j.apenergy.2022.118676,https://doi.org/10.1016/j.apenergy.2022.118676,https://doi.org/10.13140/RG.2.2.29560.26880*\n\nOr,https://doi.org/10.1016/j.energy.2019.04.097.*\n\n## topics: electric-vehicles-mobility,charging-profiles,ramp-model,charging-strategies,demand - item: name: RISE-V2G description: The only fully-featured reference implementation of the Vehicle-2-Grid communication interface ISO 15118. homepage_url: https://github.com/SwitchEV/RISE-V2G repo_url: https://github.com/SwitchEV/RISE-V2G logo: RISE-V2G.svg organization: name: Switch - item: name: simobility description: >- A human-friendly Python framework that helps scientists and engineers to prototype and compare fleet optimization algorithms (autonomous and human-driven vehicles). homepage_url: https://github.com/sash-ko/simobility repo_url: https://github.com/sash-ko/simobility logo: simobility.svg extra: topics: >- mobility,mobility-modeling,autonomous-vehicles,optimization-algorithms,simulation-framework,simulator,ridesharing,fleet-management,python,ridehailing,transportation organization: name: Oleksandr Lysenko - item: name: SmartEVSE description: Smart EVSE Electric Vehicle Charging Station. homepage_url: https://github.com/SmartEVSE/smartevse repo_url: https://github.com/SmartEVSE/smartevse project_org: https://github.com/SmartEVSE logo: SmartEVSE.svg organization: name: Stegen Electronics - item: name: SteVe description: >- Provides basic functions for the administration of charge points, user data and RFID cards for user authentication and was tested successfully in operation. homepage_url: https://github.com/steve-community/steve repo_url: https://github.com/steve-community/steve logo: SteVe.svg extra: topics: steve,ocpp,java,emobility,chargingstation,mobility,smarthome organization: name: SteVe Community - item: name: stplanr description: A package for sustainable transport planning with R. homepage_url: https://docs.ropensci.org/stplanr repo_url: https://github.com/ropensci/stplanr logo: stplanr.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: >- r,transport,spatial,rstats,r-package,peer-reviewed,transport-planning,walking,cycling,pubic-transport,origin-destination,desire-lines,routes,routing,route-network,transportation,cycle - item: name: Streetmix description: Makes it easy for people to design public spaces together. homepage_url: https://streetmix.net repo_url: https://github.com/streetmix/streetmix project_org: https://github.com/streetmix logo: Streetmix.svg extra: topics: streetmix,civic-tech,urban-planning organization: name: Streetmix - item: name: Super Advanced Meter (SAM) second_path: - Customer Premises / Field - DER / Field - Customer and Market / Customer Relationship and Communication - Project Stack / Central Supporting Services description: LF Energy project focused on enabling advanced smart meter solutions. homepage_url: https://superadvancedmeter.energy project: lfess repo_url: https://github.com/super-advanced-meter/SAMeter project_org: https://github.com/super-advanced-meter logo: sam.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfess.energy/projects/superadvancedmeter mailing_list_url: https://lists.lfenergy.org/g/sam-steering-committee slack_channel: '#sam-general' LFX_insights_url: none wiki_page: none SBOM: none TSC_meeting_notes: none calendar: none contribution_guidelines: none leads: Mark Nigge-Uricher - item: name: Sustainable Mobility API description: Consists of a Python library and HTTP API for estimating the environmental impact of personal mobility. homepage_url: https://github.com/maasglobal/sustainable-mobility-api repo_url: https://github.com/maasglobal/sustainable-mobility-api logo: sustainable-mobility-api.svg crunchbase: https://www.crunchbase.com/organization/maas-finland - item: name: tesla_powerwall description: Python Tesla Powerwall API for consuming a local endpoint. homepage_url: https://github.com/jrester/tesla_powerwall repo_url: https://github.com/jrester/tesla_powerwall logo: tesla_powerwall.svg crunchbase: https://www.crunchbase.com/organization/charge-v extra: topics: python,api,tesla,tesla-powerwall,battery,powerwall,powerwall-api,powerwall-status - item: name: The Open Charge Point Protocol description: A network protocol for communication between electric vehicle chargers and a central backoffice system. homepage_url: https://github.com/ShellRechargeSolutionsEU/ocpp repo_url: https://github.com/ShellRechargeSolutionsEU/ocpp logo: The Open Charge Point Protocol.svg extra: topics: ocpp,scala,electric-vehicles,charging-stations,chargingstation,websocket,emobility organization: name: Shell Recharge Solutions EU - item: name: transitfeed description: A Python library for reading, validating and writing transit schedule information in the GTFS format. homepage_url: https://github.com/google/transitfeed/wiki repo_url: https://github.com/google/transitfeed logo: transitfeed.svg crunchbase: https://www.crunchbase.com/organization/google - item: name: Transitland description: An open data platform that collects GTFS, GTFS Realtime, and other open data feeds from transit providers around the world. homepage_url: https://www.transit.land/operators/ repo_url: https://github.com/transitland/transitland-atlas logo: Transitland.svg extra: topics: gtfs,gtfs-realtime,gtfs-rt,transit,mobility,open-data,transportation,gbfs,mds,transitland organization: name: Transitland - item: name: Transportr description: The public transport companion that respects your privacy and your freedom. homepage_url: https://transportr.app repo_url: https://github.com/grote/Transportr logo: Transportr.svg extra: topics: public-transportation,android-app,map organization: name: Torsten Grote - item: name: UTD19 description: Largest multi-city traffic dataset publicly available. homepage_url: https://utd19.ethz.ch/ repo_url: null logo: UTD19.svg crunchbase: https://www.crunchbase.com/organization/eth-zurich - item: name: Vehicle Energy Dataset description: A large-scale dataset for vehicle energy consumption research. homepage_url: https://github.com/gsoh/VED repo_url: https://github.com/gsoh/VED logo: Vehicle Energy Dataset.svg crunchbase: https://www.crunchbase.com/organization/google extra: refs: ',https://doi.org/10.1109/TITS.2020.3035596' - item: name: wltp description: Generate WLTC gear-shifts based on vehicle characteristics. homepage_url: https://wltp.readthedocs.org repo_url: https://github.com/JRCSTU/wltp logo: wltp.svg extra: topics: python,vehicle,emissions,simulator,wltp,nedc,fuel-consumption,engine,driving,unece organization: name: STU-IET, JRC-EC - item: name: WoBike description: >- Public transport and multimodal routing apps could benefit from showing nearby bikes from bikesharing services. So here's a list showing the APIs of a few of these platforms. homepage_url: https://github.com/ubahnverleih/WoBike repo_url: https://github.com/ubahnverleih/WoBike logo: WoBike.svg extra: topics: bike,sharing,api,map,location,documentation,opendata,scooter,bike-share,scooter-sharing organization: name: ubahnverleih - item: name: WWCP_Core description: >- The World Wide Charging Protocol Suite is a collection of protocols in order to connect market actors in the field of e-mobility solutions via scalable and secure Internet protocols. homepage_url: https://github.com/OpenChargingCloud/WWCP_Core repo_url: https://github.com/OpenChargingCloud/WWCP_Core logo: WWCP_Core.svg crunchbase: https://www.crunchbase.com/organization/graphdefined-gmbh extra: topics: wwcp,e-mobility,ev-roaming,charging,chargingstation - item: name: WWCP_OCPP description: Connectivity between the World Wide Charging Protocol (WWCP) and the Open Charge Point Protocol (OCPP v1.6/v2.0). homepage_url: https://github.com/OpenChargingCloud/WWCP_OCPP repo_url: https://github.com/OpenChargingCloud/WWCP_OCPP logo: WWCP_OCPP.svg crunchbase: https://www.crunchbase.com/organization/graphdefined-gmbh extra: topics: ocpp,e-mobility,charging,chargingstation - subcategory: name: Production and Industry items: - item: name: Industry Energy Data Book description: >- Summarizes the status of, and identifies the key trends in energy use and its underlying economic drivers across the four industrial subsectors: agriculture, construction, manufacturing, and mining. homepage_url: https://github.com/NREL/Industry-energy-data-book repo_url: https://github.com/NREL/Industry-energy-data-book logo: Industry Energy Data Book.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: ',https://doi.org/10.2172/1335587,https://doi.org/10.1016/j.apenergy.2019.01.077,https://doi.org/10.2172/1484348' - item: name: Industry Energy Tool description: >- A calculator developed by NREL for projecting energy efficiency and fuel switching scenarios for the U.S. industrial sector energy use and emissions at the Census Region and county-level. homepage_url: https://github.com/NREL/Industry-Energy-Tool repo_url: https://github.com/NREL/Industry-Energy-Tool logo: Industry Energy Tool.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory extra: refs: ',https://doi.org/10.1016/j.enpol.2003.10.017,https://doi.org/10.1006/redy.1998.0011' - item: name: OpenModelica description: An open source Modelica-based modeling and simulation environment intended for industrial and academic usage. homepage_url: https://openmodelica.org repo_url: https://github.com/OpenModelica/OpenModelica logo: OpenModelica.svg organization: name: Open Source Modelica Consortium - subcategory: name: Computation and Communication items: - item: name: argos description: >- A tool to measure consumption of a given Docker command and see its performance evolution. Argos is able to measure CPU, memory and network usage of Docker containers for a given command. By measuring resource consumption of dockerized E2E tests, Argos allows to compare the consumption of an app between its different versions. homepage_url: https://github.com/marmelab/argos repo_url: https://github.com/marmelab/argos logo: argos.svg organization: name: marmelab - item: name: Carbon free energy for Google Cloud regions description: Contains sustainability characteristics of Google Cloud regions in a machine readable format. homepage_url: https://github.com/GoogleCloudPlatform/region-carbon-info repo_url: https://github.com/GoogleCloudPlatform/region-carbon-info logo: Carbon free energy for Google Cloud regions.svg crunchbase: https://www.crunchbase.com/organization/google extra: topics: google-cloud,carbon-emissions,carbon-free - item: name: Carbonalyser description: Allows to visualize the electricity consumption and greenhouse gases emissions that your Internet browsing leads to. homepage_url: https://theshiftproject.org/en/carbonalyser-browser-extension/ repo_url: https://github.com/carbonalyser/Carbonalyser logo: Carbonalyser.svg crunchbase: https://www.crunchbase.com/organization/the-shift-project extra: topics: addon,ecology,carbon-emissions,firefox-addon,chrome-extension - item: name: carbontracker description: Track and predict the energy consumption and carbon footprint of training deep learning models. homepage_url: https://theshiftproject.org/en/carbonalyser-browser-extension/ repo_url: https://github.com/lfwa/carbontracker logo: carbontracker.svg crunchbase: https://www.crunchbase.com/organization/eth-zurich - item: name: Cloud Carbon Footprint description: A tool to estimate energy use (kilowatt-hours) and carbon emissions (metric tons CO2e) from public cloud usage. homepage_url: https://cloudcarbonfootprint.org repo_url: https://github.com/cloud-carbon-footprint/cloud-carbon-footprint logo: Cloud Carbon Footprint.svg extra: topics: thoughtworks,climate,sustainability,cloud,carbon-footprint,carbon-emissions,hacktoberfest organization: name: Cloud Carbon Footprint - item: name: co2.js description: A npm module for accessing the green web API, and estimating the carbon emissions from using digital services. homepage_url: https://developers.thegreenwebfoundation.org/co2js/overview/ repo_url: https://github.com/thegreenwebfoundation/co2.js logo: co2.js.svg crunchbase: https://www.crunchbase.com/organization/the-green-web-foundation - item: name: CodeCarbon description: Track emissions from Compute and recommend ways to reduce their impact on the environment. homepage_url: https://mlco2.github.io/codecarbon repo_url: https://github.com/mlco2/codecarbon logo: CodeCarbon.svg twitter: null crunchbase: https://www.crunchbase.com/organization/comet-ml extra: refs: ',https://zenodo.org/badge/latestdoi/263364731' - item: name: CPU Energy Meter description: A Linux tool that allows to monitor power consumption of Intel CPUs at fine time intervals. homepage_url: https://github.com/sosy-lab/cpu-energy-meter repo_url: https://github.com/sosy-lab/cpu-energy-meter logo: CPU Energy Meter.svg extra: refs: ',https://zenodo.org/badge/latestdoi/46493895' topics: rapl,energy,resource-measurement,linux organization: name: SoSy-Lab - item: name: Eco2AI description: A Python library which accumulates statistics about power consumption and CO2 emission during running code. homepage_url: https://github.com/sb-ai-lab/Eco2AI repo_url: https://github.com/sb-ai-lab/Eco2AI logo: Eco2AI.svg crunchbase: https://www.crunchbase.com/organization/artificial-intelligence-research-institute-f36a extra: refs: ',https://doi.org/10.48550/arxiv.2208.00406,\n' topics: >- carbon-emissions,carbon-footprint,esg,sustainability,ai,environment,co2-emissions,co2-monitoring,energy-consumption,power-consumption-measurement,emission-tracker,deep-learning,machine-learning,python,ghg - item: name: ecoCode description: Reduce the environmental footprint of your software applications with this cutting-edge sonarQube plugin. homepage_url: https://github.com/cnumr/ecoCode repo_url: https://github.com/cnumr/ecoCode logo: ecoCode.svg extra: topics: green,code,quality,sustainability,ecology,environment,energy organization: name: Collectif Conception Numérique Responsable - item: name: ecometer description: >- Loads websites, compute metrics (from network activity, loaded payloads and the web page), and uses them to assess the website's ecodesign maturity based on a list of best practices. homepage_url: https://gitlab.com/ecoconceptionweb/ecometer repo_url: https://gitlab.com/ecoconceptionweb/ecometer logo: ecometer.svg crunchbase: https://www.crunchbase.com/organization/atol-consulting-developments - item: name: Energy-Languages description: The complete set of tools for energy consumption analysis of programming languages, using Computer Language Benchmark Game. homepage_url: https://github.com/greensoftwarelab/Energy-Languages repo_url: https://github.com/greensoftwarelab/Energy-Languages logo: Energy-Languages.svg extra: topics: clbg,energy,programming,languages organization: name: Green Software Lab - item: name: Environmental Footprint Data description: >- Aims to reference as much data as possible to help organizations to evaluate the environmental footprint of their information systems, applications and digital services. homepage_url: https://github.com/Boavizta/environmental-footprint-data repo_url: https://github.com/Boavizta/environmental-footprint-data logo: Environmental Footprint Data.svg extra: topics: ghg-emissions,footprint,environment,carbon-emissions,carbon-footprint,sustainability,digital-sustainability organization: name: Boavizta - item: name: ethereum-nft-activity description: Estimate the total emissions for popular CryptoArt platforms. homepage_url: https://github.com/kylemcdonald/ethereum-nft-activity repo_url: https://github.com/kylemcdonald/ethereum-nft-activity logo: ethereum-nft-activity.svg extra: topics: ethereum,cryptoart,climate organization: name: Kyle McDonald - item: name: experiment-impact-tracker description: Meant to be a simple drop-in method to track energy usage, carbon emissions, and compute utilization of your system. homepage_url: https://breakend.github.io/experiment-impact-tracker/ repo_url: https://github.com/Breakend/experiment-impact-tracker logo: experiment-impact-tracker.svg crunchbase: https://www.crunchbase.com/organization/stanford-university - item: name: FEEP description: Improve the energy efficiency of free and open source software. homepage_url: https://invent.kde.org/cschumac/feep repo_url: https://invent.kde.org/cschumac/feep logo: FEEP.svg crunchbase: https://www.crunchbase.com/organization/kde - item: name: Green Cost Explorer description: See how much of your cloud bill is spent on fossil fuels, so you can do the right thing and switch. homepage_url: https://github.com/thegreenwebfoundation/green-cost-explorer repo_url: https://github.com/thegreenwebfoundation/green-cost-explorer logo: Green Cost Explorer.svg crunchbase: https://www.crunchbase.com/organization/the-green-web-foundation - item: name: green-ai description: The Green AI Standard aims to develop a standard and raise awareness for best environmental practices in AI research and development. homepage_url: https://github.com/daviddao/green-ai repo_url: https://github.com/daviddao/green-ai logo: green-ai.svg organization: name: GainForest e.V. - item: name: grid-intensity-go description: A tool written in go to help you factor carbon intensity into decisions about where and when to run computing jobs. homepage_url: https://github.com/thegreenwebfoundation/grid-intensity-go repo_url: https://github.com/thegreenwebfoundation/grid-intensity-go logo: grid-intensity-go.svg crunchbase: https://www.crunchbase.com/organization/the-green-web-foundation - item: name: H2020 CATALYST description: Converting data centres in energy flexibility ecosystems. homepage_url: https://gitlab.com/project-catalyst repo_url: https://gitlab.com/project-catalyst license: GNU Lesser General Public License v3.0 logo: H2020 CATALYST.svg crunchbase: https://www.crunchbase.com/organization/european-commission - item: name: impact description: Compute your ML model's emissions with our calculator and add the results to your paper with our generated LaTeX template. homepage_url: https://mlco2.github.io/impact repo_url: https://github.com/mlco2/impact logo: impact.svg crunchbase: https://www.crunchbase.com/organization/black-rock-marketing-group - item: name: Kepler description: Uses eBPF to probe energy related system stats and exports as Prometheus metrics. homepage_url: https://sustainable-computing.io/ repo_url: https://github.com/sustainable-computing-io/kepler logo: Kepler.svg extra: topics: kubernetes,sustainability,ebpf,prometheus-exporter,energy-consumption,energy-monitor,energy-efficiency,prometheus,cloud-native,machine-learning organization: name: Sustainable Computing - item: name: kube-green description: A k8s operator to reduce CO2 footprint of your clusters. homepage_url: https://kube-green.dev repo_url: https://github.com/kube-green/kube-green project_org: https://github.com/kube-green logo: kube-green.svg crunchbase: https://www.crunchbase.com/organization/mia-platform extra: topics: kubernetes,k8s,green-software,resources,cloud-native,downscale,hacktoberfest - item: name: LEAF description: Simulator for modeling energy consumption in cloud, fog, and edge computing environments. homepage_url: https://leaf.readthedocs.io repo_url: https://github.com/dos-group/leaf logo: LEAF.svg crunchbase: https://www.crunchbase.com/organization/technical-university-of-berlin extra: topics: simulation,modeling,fog-computing,edge-computing,energy-consumption - item: name: Let's Wait Awhile description: Simulator and datasets to research on carbon-aware temporal workload shifting. homepage_url: https://github.com/dos-group/lets-wait-awhile repo_url: https://github.com/dos-group/lets-wait-awhile logo: lets-wait-awhile.svg crunchbase: https://www.crunchbase.com/organization/technical-university-of-berlin extra: topics: carbon-aware-scheduling,green-computing,simulator,datasets - item: name: nvidia-co2 description: Adds gCO2eq emissions to nvidia-smi. homepage_url: https://github.com/kylemcdonald/nvidia-co2 repo_url: https://github.com/kylemcdonald/nvidia-co2 logo: nvidia-co2.svg organization: name: Kyle McDonald - item: name: OSOS second_path: - WETOStack / Other homepage_url: https://github.com/NREL/osos repo_url: https://github.com/NREL/osos logo: OSOS.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: patch-node description: The road to global carbon-neutrality will be through programmatic compensation. homepage_url: https://www.patch.io repo_url: https://github.com/patch-technology/patch-node logo: patch-node.svg extra: topics: javascript,carbon,carbon-offsetting,carbon-emissions,carbon-neutral,carbon-offsets organization: name: Patch - item: name: PowerAPI description: A middleware toolkit for building software-defined power meters. homepage_url: http://powerapi.org repo_url: https://github.com/powerapi-ng/powerapi logo: PowerAPI.svg extra: topics: powerapi,energy,power-meter,python,inria,spirals organization: name: PowerAPI - item: name: Principles of Green Software Engineering description: Are a core set of competencies needed to define, build and run sustainable software applications. homepage_url: https://github.com/jawache/principles-green repo_url: https://github.com/jawache/principles-green logo: Principles of Green Software Engineering.svg crunchbase: https://www.crunchbase.com/organization/green-software-foundation - item: name: pyJoules description: A software toolkit to measure the energy footprint of a host machine along the execution of a piece of Python code. homepage_url: https://github.com/powerapi-ng/pyJoules repo_url: https://github.com/powerapi-ng/pyJoules logo: pyJoules.svg extra: topics: rapl,intel-rapl,energy-consumption,energy,python,power organization: name: PowerAPI - item: name: Scaphandre description: An open source software agent to track energy consumption of ICT services from the servers. homepage_url: https://github.com/hubblo-org/scaphandre repo_url: https://github.com/hubblo-org/scaphandre logo: Scaphandre.svg extra: topics: >- greenit,rust,rust-lang,energy,energy-consumption,energy-efficiency,energy-monitor,sustainability,electricity,electricity-consumption,electricity-meter,prometheus,watts,wattmeter,qemu,virtual-machines,carbon-footprint,virtual-machine,measure,hacktoberfest organization: name: Hubblo - item: name: Software Carbon Intensity Specification description: A specification that describes how to calculate a carbon intensity for software applications. homepage_url: https://github.com/Green-Software-Foundation/software_carbon_intensity repo_url: https://github.com/Green-Software-Foundation/software_carbon_intensity logo: Software Carbon Intensity Specification.svg crunchbase: https://www.crunchbase.com/organization/green-software-foundation - item: name: The Low Impact Website description: Reduces data transfer by up to 70% in comparison to our regular website. homepage_url: https://lowimpact.organicbasics.com repo_url: https://github.com/Organic-Basics/ob-low-impact-website logo: The Low Impact Website.svg extra: topics: shopify,sustainability,co2,nuxtjs,climate organization: name: Organic Basics ApS - item: name: Tracarbon description: Tracarbon tracks your device's energy consumption and calculates your carbon emissions using your location. homepage_url: https://fvaleye.github.io/tracarbon/documentation/ repo_url: https://github.com/fvaleye/tracarbon logo: Tracarbon.svg crunchbase: https://www.crunchbase.com/organization/back-market extra: topics: energy,sustainability,energy-consumption,electricity-consumption,energy-efficiency,carbon-footprint - category: name: Emissions subcategories: - subcategory: name: Carbon Intensity and Accounting items: - item: name: blockchain-carbon-accounting description: Code of the Carbon Accounting and Certification Working Group. homepage_url: https://wiki.hyperledger.org/display/CASIG/Carbon+Accounting+and+Certification+WG repo_url: https://github.com/hyperledger-labs/blockchain-carbon-accounting logo: blockchain-carbon-accounting.svg crunchbase: https://www.crunchbase.com/organization/hyperledger-2 - item: name: CAMx description: A multi-scale photochemical modeling system for gas and particulate air pollution. homepage_url: https://www.camx.com/ repo_url: null logo: CAMx.svg crunchbase: https://www.crunchbase.com/organization/ramboll - item: name: Carbon Data Specification Consortium (CDSC) second_path: - Project Stack / Central Supporting Services - Asset Management / Data Management homepage_url: https://carbondataspec.org/ project: lfess repo_url: https://github.com/carbon-data-specification/Steering_Committee project_org: https://github.com/carbon-data-specification logo: carbon-data-specification.svg crunchbase: https://www.crunchbase.com/organization/lf-energy extra: artwork: https://artwork.lfess.energy/projects/cdsc/ mailing_list_url: https://lists.lfenergy.org/g/cdsc-tsc slack_channel: '#cdsc' LFX_insights_url: none wiki_page: none SBOM: none TSC_meeting_notes: none calendar: >- https://open-web-calendar.herokuapp.com/calendar.html?specification_url=https://raw.githubusercontent.com/carbon-data-specification/.github/main/CDSC-Community-Calendar.json contribution_guidelines: none leads: none - item: name: carbon footprint description: Calculate your carbon footprint easily using a command line interface. homepage_url: http://www.protea.earth repo_url: https://github.com/protea-earth/carbon_footprint logo: carbon footprint.svg extra: topics: >- carbon,carbon-emissions,carbon-footprint,carbon-cycle,carbon-dioxide,co2,co2-emissions,co2monitor,co2-emission,co2-measurements,co2-concentration,climate-change,climate-science,climate-models,climate-model,climate-data,climate,climate-analysis,climatology,machine-learning organization: name: Protea.Earth - item: name: Carbonfact Models description: The carbon footprint models used by carbonfact.co. homepage_url: https://github.com/kansoapp/carbonfact-models repo_url: https://github.com/kansoapp/carbonfact-models project_org: https://github.com/kansoapp logo: Carbonfact Models.svg crunchbase: https://www.crunchbase.com/organization/carbonfact - item: name: CarbonFootprint description: A browser extension that displays carbon footprint information in multiple map services. homepage_url: https://gitlab.com/aossie/CarbonFootprint repo_url: https://gitlab.com/aossie/CarbonFootprint logo: CarbonFootprint.svg organization: name: AOSSIE - item: name: ConferenceCarbonTracker homepage_url: https://github.com/ConferenceCarbonTracker/CarbonFootprintEGU repo_url: https://github.com/ConferenceCarbonTracker/ConferenceCarbonTracker project_org: https://github.com/ConferenceCarbonTracker logo: CarbonFootprintEGU.svg extra: refs: >- ,https://zenodo.org/badge/latestdoi/218331367,https://doi.org/10.1007/s11367-018-1556-3,https://doi.org/10.1007/s11367-018-1556-3,https://doi.org/10.1007/s11367-018-1556-3 organization: name: ConferenceCarbonTracker - item: name: Electricity Maps description: A real-time visualization of the CO2 emissions from electricity consumption. homepage_url: https://app.electricitymaps.com repo_url: https://github.com/electricitymaps/electricitymaps-contrib project_org: https://github.com/electricitymaps logo: electricity_maps.svg crunchbase: https://www.crunchbase.com/organization/electricitymap extra: topics: sustainability,d3,data-visualization,climate-change,hacktoberfest - item: name: elmada description: Dynamic electricity carbon emission factors and prices for Europe. homepage_url: https://github.com/DrafProject/elmada repo_url: https://github.com/DrafProject/elmada logo: elmada.svg extra: refs: >- ,https://doi.org/10.1016/j.apenergy.2021.117040\n,https://doi.org/10.21105/joss.03625\n,https://doi.org/10.1007/978-3-662-49823-1\n,https://doi.org/10.1016/j.esr.2019.100367\n topics: carbon-emissions,electricity-prices,electricity-market,demand-response,energy-system-modeling,python,marginal-emissions organization: name: The Draf Project - item: name: EnergyPATHWAYS description: >- The energyPATHWAYS Model is a professional, open source energy and carbon planning tool for use in evaluating long-term, economy-wide greenhouse gas mitigation scenarios. homepage_url: https://EnergyPATHWAYS.github.io repo_url: https://github.com/energyPATHWAYS/EnergyPATHWAYS project_org: https://github.com/energyPATHWAYS logo: EnergyPATHWAYS.svg organization: name: EnergyPATHWAYS - item: name: footprint description: An R package to calculate carbon footprints from air travel based on IATA airport codes or latitude and longitude. homepage_url: https://github.com/acircleda/footprint repo_url: https://github.com/acircleda/footprint logo: footprint.svg organization: name: Anthony Schmidt - item: name: gridemissions description: Displays the hourly carbon footprint of the US electricity system. homepage_url: https://github.com/jdechalendar/gridemissions repo_url: https://github.com/jdechalendar/gridemissions logo: gridemissions.svg crunchbase: https://www.crunchbase.com/organization/stanford-university - item: name: intensegRid description: Provides information on national and regional carbon intensity, the amount of carbon emitted per unit of energy consumed, for the UK. homepage_url: https://carbonintensity.org.uk/ repo_url: https://github.com/KKulma/intensegRid logo: intensegRid.svg crunchbase: https://www.crunchbase.com/organization/national-grid extra: topics: climate-change,carbon-intensity,carbon-api,carbon-emissions,r,hacktoberfest - item: name: NMF.earth app description: iOS & Android app to understand and reduce your carbon footprint. homepage_url: https://nmf.earth repo_url: https://github.com/NMF-earth/nmf-app logo: NMF.earth app.svg extra: topics: >- react-native,ios,android,expo,climate-change,sustainability,global-warming,functional-programming,redux-toolkit,zero-waste,typescript,openfoodfacts,hacktoberfest organization: name: NMF.earth - item: name: Open Grid Emissions Initiative description: >- Seeks to fill a critical need for high-quality, publicly-accessible, hourly grid emissions data that can be used for GHG accounting, policymaking, academic research, and energy attribute certificate markets. homepage_url: https://docs.singularity.energy/docs/open-grid-emissions-docs/about_ogei-about-the-open-grid-emissions-initiative repo_url: https://github.com/singularity-energy/open-grid-emissions logo: Open Grid Emissions Initiative.svg crunchbase: https://www.crunchbase.com/organization/singularity-energy extra: refs: ',https://doi.org/10.5281/zenodo.7062460' topics: >- carbon-accounting,climate,electricity,emissions,ghg,open-data,eia,epa,power-systems,python,ghg-emissions,carbon-emissions,climate-change,decarbonization - item: name: Open-Emission-Factors-DB description: An open access, contributer-led database of emission factors, validated by the team at Climatiq. homepage_url: https://www.climatiq.io/explorer repo_url: https://github.com/climatiq/Open-Emission-Factors-DB project_org: https://github.com/climatiq logo: Open-Emission-Factors-DB.svg crunchbase: https://www.crunchbase.com/organization/climatiq - item: name: Silicone description: Automated filling of detail in reported emission scenarios. homepage_url: https://silicone.readthedocs.io repo_url: https://github.com/GranthamImperial/silicone project_org: https://github.com/GranthamImperial logo: Silicone.svg crunchbase: https://www.crunchbase.com/organization/imperial-college-london extra: topics: emissions,automation,filling,detail,climate - item: name: UNFCCC emissions data description: UNFCCC Emissions data from the Detailed Data By Party interface. homepage_url: https://github.com/openclimatedata/unfccc-detailed-data-by-party repo_url: https://github.com/openclimatedata/unfccc-detailed-data-by-party logo: UNFCCC emissions data.svg crunchbase: https://www.crunchbase.com/organization/united-nations-framework-convention-on-climate-change extra: refs: ',https://doi.org/10.5281/zenodo.1300334' - subcategory: name: Carbon Capture and Removal items: - item: name: Carbon Capture and Storage description: >- This is a complete modeling workflow that integrates reservoir simulation data, rock physics, time-lapse seismic and geomechanics of CO2 injection in carbonate rock. homepage_url: https://github.com/yohanesnuwara/carbon-capture-and-storage repo_url: https://github.com/yohanesnuwara/carbon-capture-and-storage logo: Carbon Capture and Storage.svg crunchbase: https://www.crunchbase.com/organization/bandung-institute-of-technology-0675 extra: topics: ccs,rock-physics,geomechanics,seismic,simulation - item: name: Carbon Dioxide Removal Database description: Open science reports on carbon removal projects and technologies. homepage_url: https://carbonplan.org/research/cdr-database repo_url: https://github.com/carbonplan/cdr-database logo: Carbon Dioxide Removal Database.svg extra: refs: ',https://zenodo.org/badge/latestdoi/252217021' organization: name: carbonplan - item: name: CDRMEx description: Carbon Dioxide Removal Modeling Experiments. homepage_url: >- https://opennanocarbon.atlassian.net/wiki/spaces/REF/pages/575963137/Method+to+Determine+A+CDR+Target#MethodtoDetermineACDRTarget-ExperimentalValidationPaper repo_url: https://github.com/hsbay/cdrmex logo: CDRMEx.svg extra: refs: ',https://doi.org/10.21105/joss.00516\n\n,https://doi.org/10.5194/acp-11-1417-2011\n\nThis' topics: carbon-dioxide-removal,magicc,cdr,carbon-removal,climate-modeling-experiments,climate-change organization: name: Open NanoCarbon - item: name: FOQUS description: Framework for Optimization and Quantification of Uncertainty and Surrogates. homepage_url: https://foqus.readthedocs.io repo_url: https://github.com/CCSI-Toolset/FOQUS logo: FOQUS.svg extra: topics: foqus organization: name: CCSI Toolset - item: name: GEOSX description: A simulation framework for modeling coupled flow, transport, and geomechanics in the subsurface. homepage_url: https://geosx-geosx.readthedocs-hosted.com/ repo_url: https://github.com/GEOS-DEV/GEOS project_org: https://github.com/GEOS-DEV logo: GEOSX.svg crunchbase: https://www.crunchbase.com/organization/lawrence-livermore-national-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/131810578' topics: hpc,reservoir-simulation,geomechanics,gpu,carbon-storage,llnl - item: name: OpenIAM description: >- An open source integrated assessment model developed by National Risk Assessment Partnership Phase II to facilitate risk assessment, management and containment assurance for geologic carbon sequestration projects. homepage_url: https://gitlab.com/NRAP/OpenIAM repo_url: https://gitlab.com/NRAP/OpenIAM license: Lawrence Berkeley National Labs BSD variant license logo: OpenIAM.svg crunchbase: https://www.crunchbase.com/organization/us-department-of-energy - item: name: SimCCS description: A software platform for carbon capture and storage infrastructure design. homepage_url: https://github.com/simccs/SimCCS repo_url: https://github.com/simccs/SimCCS additional_repos: - repo_url: https://github.com/simccs/simccs.github.io - repo_url: https://github.com/simccs/SCO2T - repo_url: https://github.com/simccs/costmap - repo_url: https://github.com/simccs/costmap_preprocess logo: SimCCS.svg crunchbase: https://www.crunchbase.com/organization/los-alamos-national-laboratory - subcategory: name: Emission Observation and Modeling items: - item: name: Carbon Mapper description: Accelerate local climate action globally by locating, quantifying and tracking methane leaks and CO2 point-sources from space. homepage_url: https://carbonmapperdata.org/ repo_url: null logo: Carbon Mapper.svg organization: name: Carbon Mapper - item: name: CO2 Emission Datasets description: >- The CHE Data Portal provides an interface to the distributed data used and made available through the project, either as input data sets or as resulting data sets. homepage_url: https://www.che-project.eu/data-portal repo_url: null logo: CO2 Emission Datasets.svg crunchbase: https://www.crunchbase.com/organization/horizon-europe - item: name: co2-data description: Data on CO2 and greenhouse gas emissions by Our World in Data. homepage_url: https://ourworldindata.org/co2-and-other-greenhouse-gas-emissions repo_url: https://github.com/owid/co2-data logo: co2-data.svg crunchbase: https://www.crunchbase.com/organization/our-world-in-data extra: topics: co2-emissions,greenhouse-gas-emissions,environment,energy - item: name: deep-smoke-machine description: Deep learning models and dataset for recognizing industrial smoke emissions. homepage_url: http://smoke.createlab.org repo_url: https://github.com/CMU-CREATE-Lab/deep-smoke-machine logo: deep-smoke-machine.svg crunchbase: https://www.crunchbase.com/organization/carnegie-mellon-university extra: topics: deep-learning,neural-network,machine-learning,computer-vision,smoke,air-quality,python,pytorch,smoke-recognition,citizen-science - item: name: DuMux description: >- Based on the DUNE framework and aims to provide a multitude of numerical models as well as flexible discretization methods for complex non-linear phenomena, such as CO2 sequestration, soil remediation, drug delivery in cancer therapy and more. homepage_url: https://git.iws.uni-stuttgart.de/dumux-repositories/dumux repo_url: https://git.iws.uni-stuttgart.de/dumux-repositories/dumux license: GNU General Public License v3.0 logo: DuMux.svg crunchbase: https://www.crunchbase.com/organization/university-of-stuttgart - item: name: Easy-ERA5-Trck description: A super lightweight Lagrangian model for calculating millions of trajectories using ERA5 data. homepage_url: https://github.com/Novarizark/easy-era5-trck repo_url: https://github.com/Novarizark/easy-era5-trck logo: Easy-ERA5-Trck.svg crunchbase: https://www.crunchbase.com/organization/hong-kong-university-of-science-and-technology extra: topics: era5,python,lagrangian,trajectory,multiprocessing - item: name: EDGAR description: Emissions Database for Global Atmospheric Research. homepage_url: https://edgar.jrc.ec.europa.eu/ repo_url: null logo: EDGAR.svg crunchbase: https://www.crunchbase.com/organization/european-commission - item: name: eixport description: >- An R package that provides functions to read emissions from VEIN and from other models in different formats and export the emissions into the appropriate format suitable to other models. homepage_url: https://atmoschem.github.io/eixport/ repo_url: https://github.com/atmoschem/eixport logo: eixport.svg extra: refs: ',https://zenodo.org/badge/latestdoi/106145968,https://doi.org/10.21105/joss.00607,https://doi.org/10.21105/joss.00607' topics: wrf,emissions,exporting-emissions,atmospheric-models,atmospheric-science organization: name: ATMOSCHEM - item: name: Emissions API description: A solution that provides simple access to emissions data of climate-relevant gases. homepage_url: https://emissions-api.org repo_url: https://github.com/emissions-api/emissions-api project_org: https://github.com/emissions-api logo: emissions-api.svg crunchbase: https://www.crunchbase.com/organization/the-open-knowledge-foundation-deutschland-okf-de extra: topics: emissions-api,python,esa,sentinel-5,copernicus,remote-sensing,air-quality,citizen-science,hacktoberfest - item: name: EmissV description: >- This package provides some methods to create emissions (with a focus on vehicular emissions) for use in numeric air quality models such as WRF-Chem. homepage_url: https://atmoschem.github.io/EmissV repo_url: https://github.com/atmoschem/EmissV logo: EmissV.svg extra: refs: ',https://doi.org/10.5281/zenodo.1451027' organization: name: ATMOSCHEM - item: name: ESTA description: >- A command-line tool for processing raw emissions data into spatially and temporally-allocated emissions inventories, suitable for photochemicaly modeling or other analysis. homepage_url: https://github.com/mmb-carb/ESTA repo_url: https://github.com/mmb-carb/ESTA logo: ESTA.svg crunchbase: https://www.crunchbase.com/organization/california-air-resources-board extra: topics: emissions,air-pollution,modeling,inventory,on-road,automobiles - item: name: ETS-Watch description: Provides a Python client for retrieving the latest data on the EU Emissions Trading System market and its participants. homepage_url: https://OSUKED.github.io/ETS-Watch/ repo_url: https://github.com/OSUKED/ETS-Watch logo: ETS-Watch.svg extra: topics: git-scraping,eu-ets-market organization: name: Open Source UK Energy Data (OSUKED) - item: name: FIRECAM description: An online app for end-users to diagnose and explore regional differences in fire emissions from five global fire emissions inventories. homepage_url: https://sites.google.com/view/firecam/home repo_url: https://github.com/tianjialiu/FIRECAM logo: FIRECAM.svg extra: refs: >- ,https://doi.org/10.1016/j.rse.2019.111557\n\n2,https://doi.org/10.5194/essd-9-697-2017\n\n3,https://doi.org/10.5194/gmd-4-625-2011\n\n4,https://doi.org/10.5194/bg-9-527-2012\n\n5,https://doi.org/10.5194/acp-14-6643-2014\n topics: fires,emissions,google-earth-engine,modis,fire-emissions,fire-inventory,gfedv4s-emissions organization: name: Tianjia Liu - item: name: FlyingClimate description: Model the CO2 and non-CO2 effects like nitrogen oxide emissions and contrail formation to analyse aviation's total warming footprint. homepage_url: https://github.com/milankl/FlyingClimate repo_url: https://github.com/milankl/FlyingClimate logo: FlyingClimate.svg extra: refs: ',https://zenodo.org/badge/latestdoi/314593749' organization: name: Milan Klöwer - item: name: GCP-GridFED description: Gridded fossil CO2 emissions and related O2 combustion consistent with national inventories 1959-2018. homepage_url: https://zenodo.org/record/3958283 repo_url: null logo: GCP-GridFED.svg crunchbase: https://www.crunchbase.com/organization/european-commission - item: name: ghg emissions indicator description: R scripts for a greenhouse gases emissions indicator published on Environmental Reporting British Columbia. homepage_url: https://github.com/bcgov/ghg-emissions-indicator repo_url: https://github.com/bcgov/ghg-emissions-indicator logo: ghg emissions indicator.svg crunchbase: https://www.crunchbase.com/organization/government-of-british-columbia extra: topics: env,rstats,r,data-science - item: name: Global Carbon Budget description: >- An annual living data publication of carbon cycle sources and sinks, generated from multiple data sources and by multiple organisations and research groups. homepage_url: https://github.com/openclimatedata/global-carbon-budget repo_url: https://github.com/openclimatedata/global-carbon-budget logo: Global Carbon Budget.svg extra: refs: ',https://doi.org/10.5194/essd-11-1783-2019,https://doi.org/10.18160/gcp-2019\n\nor\n\nGlobal' topics: data-package organization: name: Open Climate Data - item: name: Global Database of Cement, Iron and Steel Production Assets description: >- The Global Database of Cement, Iron and Steel Production Assets provides information on global cement production plants that are operational today. homepage_url: https://www.cgfi.ac.uk/spatial-finance-initiative/geoasset-project/geoasset-databases/ repo_url: null logo: Global Database of Cement, Iron and Steel Production Assets.svg crunchbase: https://www.crunchbase.com/organization/smith-school-of-enterprise-and-the-environment-university-of-oxford - item: name: GRACED description: >- Near-real-time Global Gridded Daily CO2 Emissions Dataset from fossil fuel and cement production with a global spatial resolution of 0.1° by 0.1° and a temporal resolution of 1 day. homepage_url: https://carbonmonitor-graced.com/ repo_url: null logo: GRACED.svg extra: null organization: name: Carbon Monitor - item: name: Industrial Smoke Plume Detection description: Characterization of Industrial Smoke Plumes from Remote Sensing Data. homepage_url: https://github.com/HSG-AIML/IndustrialSmokePlumeDetection repo_url: https://github.com/HSG-AIML/IndustrialSmokePlumeDetection logo: Industrial Smoke Plume Detection.svg crunchbase: https://www.crunchbase.com/organization/university-of-st-gallen extra: refs: ',http://doi.org/10.5281/zenodo.4250706,http://doi.org/10.5281/zenodo.4250706' - item: name: Integrated Carbon Observation System description: >- Produces standardised data on greenhouse gas concentrations in the atmosphere, as well as on carbon fluxes between the atmosphere, the earth and oceans. homepage_url: https://github.com/ICOS-Carbon-Portal/pylib repo_url: https://github.com/ICOS-Carbon-Portal/pylib logo: Integrated Carbon Observation System.svg extra: topics: icos,dataaccess,greenhouse-gas,european organization: name: ICOS Carbon Portal - item: name: Methane Source Finder description: >- Explore, analyze, and download methane plumes detected from airborne platforms on an interactive map alongside VISTA infrastructure, gridded methane estimates, and other additional data layers. homepage_url: https://methane.jpl.nasa.gov/ repo_url: null logo: Methane Source Finder.svg crunchbase: https://www.crunchbase.com/organization/jet-propulsion-laboratory - item: name: Methane-detection-from-hyperspectral-imagery description: Deep Learning based Remote Sensing Methods for Methane Detection in Airborne Hyperspectral Imagery. homepage_url: https://github.com/satish1901/Methane-detection-from-hyperspectral-imagery repo_url: https://github.com/satish1901/Methane-detection-from-hyperspectral-imagery logo: Methane-detection-from-hyperspectral-imagery.svg crunchbase: https://www.crunchbase.com/organization/university-of-california-santa-barbara - item: name: Nationally Determined Contributions (NDCs) description: >- Intended Nationally Determined Contributions as provided in the UNFCCC registries, containing only the main document and using the English version if multiple are available. homepage_url: https://github.com/openclimatedata/national-climate-plans repo_url: https://github.com/openclimatedata/ndcs logo: national-climate-plans.svg extra: topics: data-package organization: name: Open Climate Data - item: name: oco2peak description: >- The goal of our project is to localize CO2 emissions on Earth based on the the carbon concentration data measured by the OCO-2 Satellite from NASA. homepage_url: https://github.com/dataforgoodfr/batch7_satellite_ges repo_url: https://github.com/dataforgoodfr/batch7_satellite_ges logo: oco2peak.svg organization: name: Data For Good France - item: name: Open Carbon Watch description: >- We monitor greenhouse gases emission reports published by organizations, along with their legal obligations and their own commitments, and track them over time. homepage_url: https://opencarbonwatch.org repo_url: https://github.com/OpenCarbonWatch/Website logo: Open Carbon Watch.svg extra: topics: opendata,carbon-emissions,database,laravel,vuejs organization: name: Open Carbon Watch - item: name: OpenGHG description: A cloud platform for greenhouse gas data analysis and collaboration. homepage_url: https://www.openghg.org repo_url: https://github.com/openghg/openghg logo: OpenGHG.svg extra: topics: greenhouse-gas,data-science,cloud,analysis,collaboration organization: name: OpenGHG - item: name: OpenGHGMap description: A city-level CO2 emissions inventory for Europe. homepage_url: https://openghgmap.net/ repo_url: null logo: OpenGHGMap.svg crunchbase: https://www.crunchbase.com/organization/cdp-2 - item: name: OPGEE description: Oil Production Greenhouse Gas Emissions Estimator. homepage_url: https://eao.stanford.edu/opgee-oil-production-greenhouse-gas-emissions-estimator repo_url: https://github.com/arbrandt/OPGEE logo: OPGEE.svg crunchbase: https://www.crunchbase.com/organization/stanford-university - item: name: PyChEmiss description: A Python script to create the wrfchemi file from local emissions needed to run WRF-Chem model. homepage_url: https://github.com/quishqa/PyChEmiss repo_url: https://github.com/quishqa/PyChEmiss logo: PyChEmiss.svg crunchbase: https://www.crunchbase.com/organization/federal-university-of-sao-paulo extra: topics: emission,wrf-chem,wrf-domain - item: name: Ribbit Network Frog Sensor description: The sensor for the world's largest crowdsourced network of open-source, low-cost, CO2 Gas Detection Sensors. homepage_url: https://github.com/Ribbit-Network/ribbit-network-frog-sensor repo_url: https://github.com/Ribbit-Network/ribbit-network-frog-sensor logo: Ribbit Network Frog Sensor.svg crunchbase: https://www.crunchbase.com/organization/ribbit-network extra: topics: climate,co2-sensors,balena,influxdb,raspberry-pi - item: name: stilt description: >- An open source Lagrangian particle dispersion model which is widely used to simulate the transport of pollution and greenhouse gases through the atmosphere. homepage_url: https://uataq.github.io/stilt/ repo_url: https://github.com/uataq/stilt logo: stilt.svg extra: refs: >- ,https://doi.org/10.1175/JAMC-D-20-0158.1,https://doi.org/10.5194/gmd-11-2813-2018,https://doi.org/10.1175/BAMS-D-14-00110.1,https://doi.org/10.1029/2002JD003161 topics: atmospheric-science,r,climate-science organization: name: Utah Atmospheric Trace gas & Air Quality Lab - item: name: The Community Emissions Data System description: Produces consistent estimates of global air emissions species over the industrial era (1750 - present). homepage_url: http://www.globalchange.umd.edu/ceds/ repo_url: https://github.com/JGCRI/CEDS logo: The Community Emissions Data System.svg crunchbase: https://www.crunchbase.com/organization/pacific-northwest-national-laboratory extra: refs: >- ,http://doi.org/10.5281/zenodo.4741285,http://doi.org/10.5281/zenodo.4509372,http://doi.org/10.5281/zenodo.4509372,http://doi.org/10.5281/zenodo.4509372 topics: emissions,data - item: name: The Global Registry of Fossil Fuels description: Open Source database of oil, gas and coal production and reserves globally, expressed in CO2-equivalent. homepage_url: https://github.com/fossilfuelregistry/portal-v2 repo_url: https://github.com/fossilfuelregistry/portal-v2 logo: The Global Registry of Fossil Fuels.svg organization: name: Global Energy Monitor - item: name: vein description: An R package to estimate Vehicular Emissions INventories. homepage_url: https://atmoschem.github.io/vein/ repo_url: https://github.com/atmoschem/vein logo: vein.svg organization: name: ATMOSCHEM - item: name: X-STILT description: An atmospheric transport model that deals with vertically integrated column CO2 and potentially other trace gases. homepage_url: https://github.com/uataq/X-STILT repo_url: https://github.com/uataq/X-STILT logo: X-STILT.svg extra: refs: >- ,https://doi.org/10.5194/gmd-11-4843-2018,https://doi.org/10.1029/2002JD003161,https://doi.org/10.5194/gmd-11-2813-2018,https://doi.org/10.5194/gmd-11-4843-2018,https://doi.org/10.5194/gmd-11-4843-2018,https://doi.org/10.5194/gmd-11-2813-2018,https://doi.org/10.1029/2002JD003161,https://doi.org/10.1029/2004GL021127,https://doi.org/10.5194/acp-2021-1029 topics: atmospheric-modelling,remote-sensing,column-transport-error,urban-emission organization: name: Utah Atmospheric Trace gas & Air Quality Lab - category: name: Industrial Ecology subcategories: - subcategory: name: Life Cycle Assessment items: - item: name: BioSTEAM_LCA description: >- An agile life cycle assessment platform that enables a fast and flexible evaluation of the life cycle environmental impacts of biorefineries under uncertainty. homepage_url: https://github.com/scyjth/biosteam_lca repo_url: https://github.com/scyjth/biosteam_lca logo: BioSTEAM_LCA.svg crunchbase: https://www.crunchbase.com/organization/university-of-illinois extra: topics: life-cycle-assessment,environmental-impacts,integrated-lca-and-tea,uncertainty - item: name: BONSAI description: >- The aim of BONSAI is to make reliable, unbiased sustainability information on products (product footprints) readily and freely available whenever and wherever it is needed to support product comparisons and decisions. homepage_url: https://bonsai.uno/ repo_url: https://github.com/BONSAMURAIS/bonsai logo: bonsai.svg extra: topics: overview,guidelines,management organization: name: BONSAI - item: name: brightway2 description: An open source framework for life cycle assessment. homepage_url: https://brightway.dev/ repo_url: https://github.com/brightway-lca/brightway2 project_org: https://github.com/brightway-lca logo: brightway2.svg extra: topics: life-cycle-assessment,bw2,python,documentation organization: name: Brightway LCA software framework - item: name: carculator description: Prospective environmental and economic life cycle assessment of vehicles made blazing fast. homepage_url: http://carculator.psi.ch repo_url: https://github.com/romainsacchi/carculator logo: carculator.svg crunchbase: https://www.crunchbase.com/organization/paul-scherrer-institut extra: refs: ',https://doi.org/10.5281/zenodo.3778259' - item: name: Content Repository for the U.S. Life Cycle Inventory Database (USLCI) description: Supplementary content for the U.S. Life Cycle Inventory Database. homepage_url: https://github.com/uslci-admin/uslci-content repo_url: https://github.com/uslci-admin/uslci-content logo: uslci-content.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: Electricity Life Cycle Inventory description: >- A Python package that uses standardized facility release and generation data to create regionalized life cycle inventory (LCI) models for the generation, mix of generation, mix of consumption, and distribution of electricity to end users for the US, with embedded system processes of upstream fuel production and infrastructure. homepage_url: https://github.com/USEPA/ElectricityLCI repo_url: https://github.com/USEPA/ElectricityLCI logo: Electricity Life Cycle Inventory.svg crunchbase: https://www.crunchbase.com/organization/u-s-environmental-protection-agency extra: topics: ord - item: name: exiobase description: A global and detailed Multi-Regional Environmentally Extended Supply-Use Table (MR-SUT) and Input-Output Table (MR-IOT). homepage_url: https://www.exiobase.eu/ repo_url: null license: Creative Commons Attribution-ShareAlike 4.0 International License logo: exiobase.svg crunchbase: https://www.crunchbase.com/organization/norwegian-university-of-science-and-technology - item: name: fedelemflowlist description: >- A Python package that generates and provides a standardized elementary flow list for use in life cycle assessment (LCA) data as well as mappings to convert data from other sources. homepage_url: https://github.com/USEPA/Federal-LCA-Commons-Elementary-Flow-List repo_url: https://github.com/USEPA/Federal-LCA-Commons-Elementary-Flow-List logo: fedelemflowlist.svg crunchbase: https://www.crunchbase.com/organization/u-s-environmental-protection-agency extra: refs: ',https://doi.org/10.3390/app12199687' topics: ord - item: name: Federal LCA Commons description: A central point of access to a collection of data repositories for use in Life Cycle Assessment. homepage_url: https://www.lcacommons.gov/ repo_url: null logo: Federal LCA Commons.svg crunchbase: https://www.crunchbase.com/organization/u-s-department-of-agriculture - item: name: FORBIO description: Physical multi-regional input-output model for forestry, wood and paper products. homepage_url: https://github.com/fineprint-global/forbio repo_url: https://github.com/fineprint-global/forbio logo: FORBIO.svg crunchbase: https://www.crunchbase.com/organization/vienna-university-of-economics-and-business - item: name: Global LCA Data Access Network description: >- Gathers life cycle dataset providers and other stakeholders who share the goal of improving sustainability-related decisions through enhanced, interoperable and global access to LCA datasets. homepage_url: https://www.globallcadataaccess.org/ repo_url: https://github.com/UNEP-Economy-Division/GLAD-ElementaryFlowResources logo: Global LCA Data Access Network.svg crunchbase: https://www.crunchbase.com/organization/un-environment-programme - item: name: lca_algebraic description: >- A small layer above brightway2, designed for the definition of parametric inventories with fast computation of LCA impacts, suitable for Monte Carlo analysis. homepage_url: https://github.com/oie-mines-paristech/lca_algebraic repo_url: https://github.com/oie-mines-paristech/lca_algebraic logo: lca_algebraic.svg crunchbase: https://www.crunchbase.com/organization/mines-paristech extra: topics: lca,brightway2,numpy,monte-carlo,lca-algebraic,foreground-activities,symbolic-expressions - item: name: OpenLCA description: An open source and free software for Sustainability and Life Cycle Assessment. homepage_url: https://openlca.org repo_url: https://github.com/GreenDelta/olca-app logo: OpenLCA.svg crunchbase: https://www.crunchbase.com/organization/greendelta extra: topics: openlca,eclipse-rcp,java - item: name: openlca-python-tutorial description: Explains the usage of the openLCA API from Python. homepage_url: https://github.com/GreenDelta/openlca-python-tutorial repo_url: https://github.com/GreenDelta/openlca-python-tutorial logo: openlca-python-tutorial.svg crunchbase: https://www.crunchbase.com/organization/greendelta extra: topics: python,jython,tutorial,openlca - item: name: premise description: Coupling Integrated Assessment Models output with Life Cycle Assessment. homepage_url: https://github.com/polca/premise repo_url: https://github.com/polca/premise logo: premise.svg crunchbase: https://www.crunchbase.com/organization/paul-scherrer-institut extra: refs: ',https://doi.org/10.1016/j.rser.2022.112311' topics: lifecycle,energy,ecoinvent,transport,inventory - item: name: pymrio description: Multi-Regional Input-Output Analysis in Python. homepage_url: http://pymrio.readthedocs.io/en/latest/ repo_url: https://github.com/IndEcol/pymrio logo: pymrio.svg crunchbase: https://www.crunchbase.com/organization/yale-university extra: refs: ',https://zenodo.org/badge/latestdoi/21688312\n' topics: python,calculations,mrio,input-output-analysis - item: name: QSDsan description: A package for the quantitative sustainable design of sanitation and resource recovery systems. homepage_url: https://qsdsan.com repo_url: https://github.com/QSD-Group/QSDsan logo: QSDsan.svg extra: refs: >- ,https://doi.org/10.1039/d2ew00455k\n\n,https://doi.org/10.1039/d2ew00455k.\n\n,https://doi.org/10.1039/D2EW00431C.\n\n,https://doi.org/10.1021/acssuschemeng.9b07040.\n\n\n topics: sanitation,resource-recovery,techno-economic-analysis,life-cycle-assessment,quantitative-sustainable-design,sustainability-analysis organization: name: Quantitative Sustainable Design (QSD) Group - item: name: Trase description: Brings unprecedented transparency to commodity supply chains revealing new pathways towards achieving a deforestation-free economy. homepage_url: https://trase.earth repo_url: https://github.com/Vizzuality/trase logo: Trase.svg crunchbase: https://www.crunchbase.com/organization/vizzuality - item: name: useeior description: Estimating potential environmental impacts of goods and services in the US economy. homepage_url: https://github.com/USEPA/useeior repo_url: https://github.com/USEPA/useeior logo: useeior.svg crunchbase: https://www.crunchbase.com/organization/u-s-environmental-protection-agency extra: refs: ',https://doi.org/10.5281/zenodo.6370101,https://doi.org/10.3390/app12094469' topics: ord - subcategory: name: Circular Economy and Waste items: - item: name: ADVECTOR description: A whole-ocean marine debris transport model which is built to handle millions of particles and terabytes of data. homepage_url: https://github.com/TheOceanCleanupAlgorithms/ADVECT repo_url: https://github.com/TheOceanCleanupAlgorithms/ADVECT logo: ADVECTOR.svg crunchbase: https://www.crunchbase.com/organization/the-ocean-cleanup - item: name: circularity.ID Open Data Standard description: >- The standard represents the results and findings of an extensive six-year research into the needs of stakeholders in the fashion industry to achieve a circular economy. homepage_url: https://circularity.id repo_url: https://github.com/circularfashion/cf-circularity-id-standard logo: circularity.ID Open Data Standard.svg organization: name: circular.fashion - item: name: CircuMat description: RaMa-Scene fork, CircuMat focuses on NUTS2 level classification as opposed to Rama-Scene country level analysis tool. homepage_url: https://github.com/CMLPlatform/CircuMAT repo_url: https://github.com/CMLPlatform/CircuMAT logo: CircuMat.svg extra: null organization: name: CML-IE-EB - item: name: Detect waste description: Detecting plastic waste in the environment to combat environmental pollution and promote circular economy. homepage_url: https://detectwaste.ml repo_url: https://github.com/wimlds-trojmiasto/detect-waste logo: Detect waste.svg extra: refs: ',https://zenodo.org/badge/latestdoi/314221459,https://doi.org/10.1016/j.wasman.2021.12.001' topics: pytorch,deep-learning,object-detection,python,cnn,neural-networks,efficientdet,detr,maskrcnn,fastrcnn,litter,waste-detection,trash organization: name: wimlds-trojmiasto - item: name: Global Plastic Navigator description: Visualises the most recent and high-resolution data of current scientific publications on marine plastic pollution. homepage_url: https://plasticnavigator.wwf.de repo_url: https://github.com/WWF-Deutschland/marine-plastic-explorer logo: Global Plastic Navigator.svg crunchbase: https://www.crunchbase.com/organization/wwf - item: name: MARIDA description: A marine debris-oriented dataset on Sentinel-2 satellite images. homepage_url: https://github.com/marine-debris/marine-debris.github.io repo_url: https://github.com/marine-debris/marine-debris.github.io logo: MARIDA.svg extra: refs: >- ,https://doi.org/10.1371/journal.pone.0262247\r\n\r\nIn,https://doi.org/10.5281/zenodo.5151941.\r\n\r\nAlternatively,https://doi.org/10.5281/zenodo.5151941,https://doi.org/10.5194/egusphere-egu21-15243 topics: deep-learning,semantic-segmentation,classification,marine-litter organization: name: MARIDA - item: name: marine_debris_ML description: Marine debris detection with commercial satellite imagery and deep learning. homepage_url: https://github.com/NASA-IMPACT/marine_debris_ML repo_url: https://github.com/NASA-IMPACT/marine_debris_ML logo: marine_debris_ML.svg organization: name: Inter Agency Implementation and Advanced Concepts - item: name: ONEARMY description: A series of tools for the Precious Plastic community to collaborate around the world and tackle plastic waste. homepage_url: http://preciousplastic.com repo_url: https://github.com/ONEARMY/precious-plastic logo: ONEARMY.svg organization: name: ONE ARMY - item: name: OpenLitterMap description: An open, interactive and accessible database of the world's litter and plastic pollution. homepage_url: https://openlittermap.com repo_url: https://github.com/OpenLitterMap/openlittermap-web logo: OpenLitterMap.svg organization: name: OpenLitterMap - item: name: pycirk description: Model Circular Economy policy and technological interventions in Environmentally Extended Input-Output Analysis. homepage_url: https://pycirk.readthedocs.io/en/latest/readme.html repo_url: https://github.com/CMLPlatform/pycirk logo: pycirk.svg extra: refs: ',https://zenodo.org/badge/latestdoi/157891556' topics: circular-economy,sustainability,eeioa,environmental-modelling,environmental-science,scenario-creator,economics-models organization: name: CML-IE-EB - item: name: RaMa-Scene description: RaMa-Scene a web-platform to analyse Environmentally Extended Input-Output data and generate scenarios. homepage_url: https://www.ramascene.eu/ repo_url: https://github.com/CMLPlatform/ramascene logo: RaMa-Scene.svg organization: name: CML-IE-EB - item: name: Recyclebot description: An open source waste plastic extruder that creates 3D printer filament from waste plastic and natural polymers. homepage_url: https://www.appropedia.org/Recyclebot repo_url: null logo: Recyclebot.svg organization: name: RecycleBot - item: name: RecycleNet description: Effective trash classification model using only a small number of annotated images. homepage_url: https://github.com/sangminwoo/RecycleNet repo_url: https://github.com/sangminwoo/RecycleNet logo: RecycleNet.svg crunchbase: https://www.crunchbase.com/organization/korea-advanced-institute-of-science-and-technology extra: topics: trash-classification,attention,recyclenet,trashnet - item: name: Santiago.jl description: A Julia package to generate appropriate sanitation system options. homepage_url: https://github.com/santiago-sanitation-systems/Santiago.jl repo_url: https://github.com/santiago-sanitation-systems/Santiago.jl logo: Santiago.jl.svg crunchbase: https://www.crunchbase.com/organization/eawag extra: refs: ',https://doi.org/10.1016/j.watres.2018.08.021\n\nSpuhler,https://doi.org/10.1016/j.watres.2020.116281\n\nSpuhler' - item: name: Surfrider Plastic Origins description: A citizen science project that uses AI to map plastic pollution in European rivers and share its data publicly. homepage_url: https://plasticorigins.eu/ repo_url: https://github.com/surfriderfoundationeurope/The-Plastic-Origins-Project logo: Surfrider Plastic Origins.svg crunchbase: https://www.crunchbase.com/organization/surfrider-foundation extra: topics: ngo,ngo-data,trash,detection-model,citizen-science - item: name: TACO description: Trash Annotations in Context Dataset Toolkit. homepage_url: http://tacodataset.org repo_url: https://github.com/pedropro/TACO logo: TACO.svg crunchbase: https://www.crunchbase.com/organization/nasa-jet-propulsion-laboratory-2a9c extra: refs: ',https://doi.org/10.5281/zenodo.3587843' topics: trash,dataset,mask-rcnn,object-detection,litter,deep-learning,garbage - item: name: Trash-ICRA19 description: A Bounding Box Labeled Dataset of Underwater Trash. homepage_url: https://conservancy.umn.edu/handle/11299/214366 repo_url: null logo: Trash-ICRA19.svg crunchbase: https://www.crunchbase.com/organization/university-of-minnesota - item: name: trashnet description: Dataset of images of trash. Torch-based CNN for garbage image classification. homepage_url: https://github.com/garythung/trashnet repo_url: https://github.com/garythung/trashnet logo: trashnet.svg crunchbase: https://www.crunchbase.com/organization/stanford-university extra: topics: dataset,torch,convolutional-neural-networks,deep-learning,trash,garbage,image-classification - category: name: Earth Systems subcategories: - subcategory: name: Biosphere items: - item: name: ALA4R description: >- The Atlas of Living Australia provides tools to enable users of biodiversity information to find, access, combine and visualise data on Australian plants and animals. homepage_url: https://atlasoflivingaustralia.github.io/ALA4R/ repo_url: https://github.com/AtlasOfLivingAustralia/ALA4R logo: ALA4R.svg extra: topics: r,ala,ala-product-ala4r organization: name: Atlas of Living Australia - item: name: allodb description: An R package for biomass estimation at extratropical forest plots. homepage_url: https://docs.ropensci.org/allodb/ repo_url: https://github.com/ropensci/allodb logo: allodb.svg crunchbase: https://www.crunchbase.com/organization/ropensci - item: name: Annotation Interface for Data-driven Ecology description: Tools for detecting wildlife in aerial images using active learning. homepage_url: https://github.com/microsoft/aerial_wildlife_detection repo_url: https://github.com/microsoft/aerial_wildlife_detection logo: Annotation Interface for Data-driven Ecology.svg crunchbase: https://www.crunchbase.com/organization/microsoft extra: refs: ',https://doi.org/10.1111/2041-210X.13489' topics: aiforearth,wildlife,conservation,aerial-imagery,active-learning - item: name: auk description: eBird Data Extraction and Processing in R. homepage_url: https://CornellLabofOrnithology.github.io/auk/ repo_url: https://github.com/CornellLabofOrnithology/auk logo: auk.svg crunchbase: https://www.crunchbase.com/organization/cornell-university extra: topics: r,ebird,dataset - item: name: biodivMapR description: An R package for α- and β-diversity mapping using remotely-sensed images. homepage_url: https://jbferet.github.io/biodivMapR/index.html repo_url: https://github.com/jbferet/biodivMapR logo: biodivMapR.svg crunchbase: https://www.crunchbase.com/organization/agence-national-de-la-recherche extra: refs: ',https://doi.org/10.1111/2041-210X.13310\n\nF\xc3\xa9ret,https://doi.org/10.1890/13-1824.1\n\n\n#' topics: diversity-mapping,biodiversity,remote-sensing,sentinel-2,hyperspectral-imaging,tropical-forest - item: name: BIOMASS description: An R package for estimating aboveground biomass and its uncertainty in tropical forests. homepage_url: https://github.com/umr-amap/BIOMASS repo_url: https://github.com/umr-amap/BIOMASS logo: BIOMASS.svg crunchbase: https://www.crunchbase.com/organization/cirad - item: name: BioPAL description: The BIOMASS Product Algorithm Laboratory hosts official tools for processing and analysing ESA's BIOMASS mission data. homepage_url: https://biopal.org/ repo_url: https://github.com/BioPAL/BioPAL logo: BioPAL.svg extra: refs: ',https://doi.org/10.3390/rs12060985*' organization: name: BioPAL - item: name: bioRad description: R package for analysis and visualisation of biological signals in weather radar data. homepage_url: http://adokter.github.io/bioRad repo_url: https://github.com/adokter/bioRad logo: bioRad.svg crunchbase: https://www.crunchbase.com/organization/cornell-university extra: refs: ',https://doi.org/10.5281/zenodo.3370004,https://doi.org/10.1111/ecog.04028' topics: r,package,radar,aeroecology,movement-ecology,enram,nexrad,eumetnet-opera,lifewatch,wsr-88d,weather-radar,oscibio - item: name: Bioverse Labs description: Python scripts using usual frameworks in Deep Learning for pattern recognition on forest environments. homepage_url: https://github.com/Bioverse-Labs/deep-learning repo_url: https://github.com/Bioverse-Labs/deep-learning logo: Bioverse Labs.svg crunchbase: https://www.crunchbase.com/organization/bioverse-labs - item: name: BIRDS description: >- This set of tools has been developed for systematizing biodiversity data review in order to evaluate whether a set of species observation are fit-for-use and help take decisions upon its use on further analysis. homepage_url: https://greenswayab.github.io/BIRDS/ repo_url: https://github.com/GreenswayAB/BIRDS logo: BIRDS.svg extra: topics: rstats,gbif,sampling-effort,reported-species,species-observed,biodiversity-data,data-gaps,biodiversity-informatics organization: name: Greensway AB - item: name: burnr description: Basic tools to analyze forest fire history data (e.g. FHX) in R. homepage_url: https://ltrr-arizona-edu.github.io/burnr/ repo_url: https://github.com/ltrr-arizona-edu/burnr logo: burnr.svg extra: refs: ',https://doi.org/10.5281/zenodo.594459,https://doi.org/10.1016/j.dendro.2018.02.005' topics: scientific,ecology,dendrochronology,statistics,plot,r,forestfire,cran,citation organization: name: Laboratory of Tree-Ring Research - item: name: California Forest Observatory description: Python wrappers for accessing Forest Observatory data via the Salo API. homepage_url: https://www.forestobservatory.com repo_url: https://github.com/forestobservatory/cfo-api project_org: https://github.com/forestobservatory logo: California Forest Observatory.svg crunchbase: https://www.crunchbase.com/organization/salo-sciences extra: topics: ecology,wildfire,california,api,python-wrappers - item: name: caliver description: CALIbration and VERification of gridded fire danger models. homepage_url: https://ecmwf.github.io/caliver repo_url: https://github.com/ecmwf/caliver logo: caliver.svg crunchbase: https://www.crunchbase.com/organization/ecmwf extra: refs: >- ,https://doi.org/10.5281/zenodo.596343,https://doi.org/10.1371/journal.pone.0189419\n*Please,https://doi.org/10.1038/s41597-020-0554-z\n\n-,https://doi.org/10.1038/sdata.2019.32\n\n## topics: natural-hazard,geospatial-data,verification,calibration,netcdf,r,wildfire - item: name: canopyLazR description: An R package that estimates leaf area density and leaf area index from airborne LiDAR point clouds. homepage_url: https://github.com/akamoske/canopyLazR repo_url: https://github.com/akamoske/canopyLazR logo: canopyLazR.svg crunchbase: https://www.crunchbase.com/organization/michigan-state-university - item: name: carbon budget description: >- This model maps gross greenhouse gas emissions from forests between 2001 and 2015, gross carbon removals by forests between 2001, and the difference between them (net flux). homepage_url: https://github.com/wri/carbon-budget repo_url: https://github.com/wri/carbon-budget logo: carbon budget.svg crunchbase: https://www.crunchbase.com/organization/world-resources-institute - item: name: CART description: >- The Conservation Assessment Ranking Tool is designed for use in the conservation planning process to assess resource concerns, planned practices and site vulnerability. homepage_url: https://jneme910.github.io/CART/ repo_url: https://github.com/jneme910/CART logo: CART.svg crunchbase: https://www.crunchbase.com/organization/u-s-department-of-agriculture extra: topics: >- resource-assessment,intrinsic-soil-properties,soil-quality-degradation,soils-data,conservation-assessment-ranking,cart,land-unit,risk,ranking,conservation-practices,ssurgo,nrcs,usda,usda-nrcs,soil-data-access,conservation,assessment,ranking-tool - item: name: CODED description: An algorithm developed to monitor for low-magnitude forest disturbances using Landsat data. homepage_url: https://coded.readthedocs.io/ repo_url: https://github.com/bullocke/coded logo: CODED.svg crunchbase: https://www.crunchbase.com/organization/boston-university - item: name: Continuous Reforestation description: A GitHub Action for planting trees within your development workflow using the Reforestation as a Service (RaaS) API developed by DigitalHumani. homepage_url: https://github.com/protontypes/continuous-reforestation repo_url: https://github.com/protontypes/continuous-reforestation logo: Continuous Reforestation.svg extra: topics: reforestation,continuous-integration,carbon-capture-sequestration,carbon-capture,sustainable-software,sustainability organization: name: protontypes - item: name: CRootBox description: >- The focus of CRootBox is the simulation of different types of root architecture, and to provide a generic interface for coupling with arbitrary soil/environmental models, e.g., in order to determine the impact of specific root architectures on function. homepage_url: https://plant-root-soil-interactions-modelling.github.io/CRootBox/ repo_url: https://github.com/Plant-Root-Soil-Interactions-Modelling/CRootBox logo: CRootBox.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich extra: refs: ',https://doi.org/10.1093/aob/mcx221\n\nSTATISTICAL' - item: name: Darwin Core description: Standard for sharing of information about biological diversity. homepage_url: https://dwc.tdwg.org repo_url: https://github.com/tdwg/dwc logo: Darwin Core.svg crunchbase: https://www.crunchbase.com/organization/tdwg extra: refs: ',https://doi.org/10.1371/journal.pone.0029715\n\nFor,https://doi.org/10.5281/zenodo.592792\n\nThe' topics: tdwg,standard,biodiversity-standards,darwin-core,biodiversity-informatics - item: name: Deep Plant Phenomics description: A platform for plant phenotyping using deep learning. homepage_url: https://github.com/p2irc/deepplantphenomics repo_url: https://github.com/p2irc/deepplantphenomics logo: Deep Plant Phenomics.svg crunchbase: https://www.crunchbase.com/organization/university-of-saskatchewan - item: name: DeepForest description: Python Package for Tree Crown Detection in Airborne RGB imagery. homepage_url: https://deepforest.readthedocs.io/ repo_url: https://github.com/weecology/DeepForest logo: DeepForest.svg crunchbase: https://www.crunchbase.com/organization/university-of-florida-cd10 extra: refs: ',https://doi.org/10.5281/zenodo.2538143' - item: name: DeepLidar description: Geographic Generalization in Airborne RGB Deep Learning Tree Detection. homepage_url: https://github.com/weecology/DeepLidar repo_url: https://github.com/weecology/DeepLidar logo: DeepLidar.svg crunchbase: https://www.crunchbase.com/organization/university-of-florida-cd10 - item: name: DeepTreeAttention description: Hyperspectral Image Classification with Attention Aided CNNs. homepage_url: https://github.com/weecology/DeepTreeAttention repo_url: https://github.com/weecology/DeepTreeAttention logo: DeepTreeAttention.svg crunchbase: https://www.crunchbase.com/organization/university-of-florida-cd10 - item: name: DetecTree description: A Pythonic library to classify tree/non-tree pixels from aerial imagery. homepage_url: https://doi.org/10.21105/joss.02172 repo_url: https://github.com/martibosch/detectree logo: DetecTree.svg crunchbase: https://www.crunchbase.com/organization/epfl extra: refs: ',https://doi.org/10.21105/joss.02172,https://doi.org/10.5281/zenodo.3908338,https://doi.org/10.21105/joss.02172' topics: tree-detection,tree-pixels,tree-canopy,remote-sensing,python,image-segmentation - item: name: detectreeRGB description: Tree crown delineation from RGB imagery, coupled with methods to delineate tree crowns from LiDAR data. homepage_url: https://github.com/shmh40/detectreeRGB repo_url: https://github.com/shmh40/detectreeRGB logo: detectreeRGB.svg crunchbase: https://www.crunchbase.com/organization/alan-turing-institute extra: refs: ',https://zenodo.org/record/5090039.\n\n##' - item: name: Digital Forestry Toolbox description: A collection of digital forestry tools for Matlab/Octave. homepage_url: http://mparkan.github.io/Digital-Forestry-Toolbox/ repo_url: https://github.com/mparkan/Digital-Forestry-Toolbox logo: Digital Forestry Toolbox.svg crunchbase: https://www.crunchbase.com/organization/epfl extra: refs: ',https://zenodo.org/badge/latestdoi/58712667' topics: digital-forestry-toolbox,forest,matlab,lidar,remote-sensing,laser,forestry,asprs,point-cloud,octave,laser-scanning,vegetation - item: name: DiversiTree description: Help urban foresters, planners, greeners, and ecologists in quantifying tree ecosystem diversity in cities. homepage_url: https://github.com/DiversiTree/TreeDiversity repo_url: https://github.com/DiversiTree/TreeDiversity logo: DiversiTree.svg crunchbase: https://www.crunchbase.com/organization/university-college-dublin extra: topics: ecology,forestry,urban-planning - item: name: DynACof description: >- Process-based model computes plot-scale Net Primary Productivity, carbon allocation, growth, yield, energy, and water balance of coffee plantations according to management. homepage_url: https://vezy.github.io/DynACof/ repo_url: https://github.com/VEZY/DynACof logo: DynACof.svg crunchbase: https://www.crunchbase.com/organization/agence-national-de-la-recherche extra: refs: ',https://doi.org/10.5281/zenodo.1256816,https://doi.org/10.1016/j.envsoft.2019.104609' - item: name: ecoCore description: >- A standard vocabulary for the ecological community, a need expressed repeatedly over the past few years at workshops focused on ecological, environmental, and population-based semantics. homepage_url: https://github.com/EcologicalSemantics/ecocore repo_url: https://github.com/EcologicalSemantics/ecocore logo: ecoCore.svg crunchbase: https://www.crunchbase.com/organization/national-science-foundation extra: refs: ',https://zenodo.org/record/846451' topics: obofoundry - item: name: ecodata description: A data package for reporting on Northeast Continental Shelf ecosystem status and trends. homepage_url: https://noaa-edab.github.io/ecodata/landing_page repo_url: https://github.com/NOAA-EDAB/ecodata logo: ecodata.svg crunchbase: https://www.crunchbase.com/organization/noaa-marine-fisheries extra: topics: soe,data-package - item: name: ECOSTRESS description: >- The images acquired by ECOSTRESS are the most detailed temperature images of the surface ever acquired from space and can be used to measure the temperature of an individual farmers field and plants. homepage_url: https://ecostress.jpl.nasa.gov/ repo_url: null logo: ECOSTRESS.svg crunchbase: https://www.crunchbase.com/organization/jet-propulsion-laboratory - item: name: FATES description: >- A cohort model of vegetation competition and co-existence, allowing a representation of the biosphere which accounts for the division of the land surface into successional stages. homepage_url: https://github.com/NGEET/fates repo_url: https://github.com/NGEET/fates logo: FATES.svg extra: refs: ',https://doi.org/10.5281/zenodo.3825473' organization: name: NGEE-Tropics - item: name: fgeo description: Analyze forest diversity and dynamics. homepage_url: https://forestgeo.github.io/fgeo/. repo_url: https://github.com/forestgeo/fgeo logo: fgeo.svg crunchbase: https://www.crunchbase.com/organization/smithsonian-institution extra: topics: ecology,forests,dynamics,forestgeo,metapackage,fgeo,abundance,tree,demography,habitat,dynamic - item: name: fgeo.biomass description: Calculate biomass with allometric equations from the allodb package and ForestGEO data. homepage_url: https://forestgeo.github.io/fgeo.biomass repo_url: https://github.com/forestgeo/fgeo.biomass logo: fgeo.biomass.svg crunchbase: https://www.crunchbase.com/organization/smithsonian-institution - item: name: FIREDpy description: Classifying fire events from the Collection 6 MODIS Burned Area Product. homepage_url: https://github.com/earthlab/firedpy repo_url: https://github.com/earthlab/firedpy logo: FIREDpy.svg extra: refs: >- ,https://zenodo.org/badge/latestdoi/214283770,https://doi.org/10.3390/rs12213498\n\nDescription,https://doi.org/10.1038/s41597-022-01572-3\n\n\n\n### organization: name: Earth Lab - item: name: forest description: Forecast and Observation Research and Evaluation Survey Tool. homepage_url: http://forest.metoffice.cloud repo_url: https://github.com/MetOffice/forest logo: forest.svg crunchbase: https://www.crunchbase.com/organization/met-office extra: topics: visualization,meteorology - item: name: Forest Carbon database description: Global Forest Carbon Database. homepage_url: https://forc-db.github.io/ repo_url: https://github.com/forc-db/ForC logo: Forest Carbon database.svg extra: refs: ',https://zenodo.org/badge/latestdoi/49171546' organization: name: ForC - item: name: Forest Scenario Planner description: An online tool for forest management scenario planning. homepage_url: https://github.com/Ecotrust/forestplanner repo_url: https://github.com/Ecotrust/forestplanner logo: Forest Scenario Planner.svg crunchbase: https://www.crunchbase.com/organization/ecotrust - item: name: Forest Structural Complexity Tool description: Allowing plot scale measurements to be extracted automatically from most high-resolution forest point clouds from a variety of sensor sources. homepage_url: https://github.com/SKrisanski/FSCT repo_url: https://github.com/SKrisanski/FSCT logo: Forest Structural Complexity Tool.svg crunchbase: https://www.crunchbase.com/organization/australian-research-council extra: refs: ',https://doi.org/10.3390/rs12101652,https://doi.org/10.3390/rs13224677\n\n##' - item: name: forest-prediction description: Deep learning for deforestation classification and forecasting in satellite imagery. homepage_url: https://github.com/DS3Lab/forest-prediction repo_url: https://github.com/DS3Lab/forest-prediction logo: forest-prediction.svg organization: name: DS3 Lab - item: name: forest-risks description: Statistical models of forest carbon potential and risks. homepage_url: https://carbonplan.org/research/forest-risks-explainer repo_url: https://github.com/carbonplan/forest-risks logo: forest-risks.svg extra: refs: ',https://doi.org/10.5281/zenodo.4741329' organization: name: carbonplan - item: name: forestatrisk description: Forest refuge areas and carbon emissions from tropical deforestation in the 21st century. homepage_url: https://forestatrisk.cirad.fr repo_url: https://github.com/ghislainv/forestatrisk-tropics additional_repos: - repo_url: https://github.com/ghislainv/forestatrisk logo: forestatrisk.svg crunchbase: https://www.crunchbase.com/organization/cirad extra: refs: >- ,https://doi.org/10.21105/joss.02975,https://doi.org/10.5281/zenodo.996337\n,https://doi.org/10.21105/joss.02975\n,https://doi.org/10.18167/DVN1/7N2BTU,https://doi.org/10.1101/2022.03.22.485306,https://doi.org/10.1101/2022.03.22.485306 topics: >- python,land-use-change,spatial-modelling,spatial-analysis,forecasting,spatial-autocorrelation,tropical-forests,roads,protected-areas,biodiversity-scenario,ipbes,co2-emissions,ipcc,forest-cover-change,deforestation,deforestation-risk,redd,biodiversity-scenario,climate-change,co2-emissions,deforestation,deforestation-risk,forecasting,forest-cover-change,ipbes,ipcc,land-use-change,protected-areas,redd,roads,spatial-analysis,spatial-autocorrelation,spatial-modelling,tropical-forests - item: name: forestlas description: Code for generating metrics of forest vertical structure from airborne LiDAR data. homepage_url: https://github.com/philwilkes/forestlas repo_url: https://github.com/philwilkes/forestlas logo: forestlas.svg crunchbase: https://www.crunchbase.com/organization/crcsi extra: refs: ',https://doi.org/10.1111/2041-210X.12510' - item: name: forestmangr description: An R package for forest mensuration and management. homepage_url: https://github.com/sollano/forestmangr repo_url: https://github.com/sollano/forestmangr logo: forestmangr.svg organization: name: Sollano Rabelo Braga - item: name: ForesToolboxRS description: Remote Sensing Tools for Forest Monitoring. homepage_url: https://ytarazona.github.io/ForesToolboxRS/ repo_url: https://github.com/ytarazona/ForesToolboxRS logo: ForesToolboxRS.svg crunchbase: https://www.crunchbase.com/organization/universidad-nacional-agraria-la-molina extra: refs: ',https://doi.org/10.1080/07038992.2021.1941823' topics: remote-sensing,change-detection,deforestation,machine-learning - item: name: ForestTools description: Detect and segment individual tree from remotely sensed data. homepage_url: https://github.com/andrew-plowright/ForestTools repo_url: https://github.com/andrew-plowright/ForestTools logo: ForestTools.svg crunchbase: https://www.crunchbase.com/organization/natural-resources-canada - item: name: FSDL Deforestation Detection description: A deep learning approach to detecting deforestation risk, using satellite images and a deep learning model. homepage_url: https://github.com/karthikraja95/fsdl_deforestation_detection repo_url: https://github.com/karthikraja95/fsdl_deforestation_detection logo: FSDL Deforestation Detection.svg crunchbase: https://www.crunchbase.com/organization/full-stack-deep-learning - item: name: gfcanalysis description: Tools for working with Global Forest Change dataset. homepage_url: https://github.com/azvoleff/gfcanalysis repo_url: https://github.com/azvoleff/gfcanalysis logo: gfcanalysis.svg crunchbase: https://www.crunchbase.com/organization/conservation-international - item: name: gfw-mapbuilder description: A library to build custom Forest Atlas web applications. homepage_url: https://my.gfw-mapbuilder.org/v1.latest/ repo_url: https://github.com/wri/gfw-mapbuilder logo: gfw-mapbuilder.svg crunchbase: https://www.crunchbase.com/organization/world-resources-institute extra: topics: gfw,esri-js,website - item: name: Gieß den Kiez description: Enable coordinated citizen participation in the irrigation of urban trees. homepage_url: https://www.giessdenkiez.de repo_url: https://github.com/technologiestiftung/giessdenkiez-de logo: Giess den Kiez.svg crunchbase: https://www.crunchbase.com/organization/technologiestiftung-berlin extra: topics: citylab-berlin,trees,watering,rain,community,map,berlin,open-data - item: name: Global Biotic Interactions description: Global Biotic Interactions provides access to existing species interaction datasets. homepage_url: https://globalbioticinteractions.org repo_url: https://github.com/globalbioticinteractions/globalbioticinteractions logo: Global Biotic Interactions.svg crunchbase: https://www.crunchbase.com/organization/encyclopedia-of-life extra: refs: ',https://zenodo.org/badge/latestdoi/2478263,https://doi.org/10.1016/j.ecoinf.2014.08.005' topics: >- eol,ecology,biology,ecoinformatics,globi,species-interactions,bioinformatics,etl-framework,food-webs,pollinators,diseases,parasites,biodiversity,diet - item: name: Global ECMWF Fire Forecasting description: The model is a Fortran program to calculate fire danger indices from atmospheric inputs. homepage_url: https://git.ecmwf.int/projects/CEMSF/repos/geff/browse repo_url: null logo: Global ECMWF Fire Forecasting.svg crunchbase: https://www.crunchbase.com/organization/ecmwf - item: name: Global Forest Watch description: An online, global and near real-time forest monitoring tool. homepage_url: https://www.globalforestwatch.org repo_url: https://github.com/Vizzuality/gfw logo: Global Forest Watch.svg crunchbase: https://www.crunchbase.com/organization/vizzuality extra: topics: forest-monitoring,satellite-imagery,mapbox,deforestation,nextjs,react,redux - item: name: Global Reforestation Opportunity Assessment description: Quantify carbon sequestration in naturally regenerating forests around the world. homepage_url: https://github.com/forc-db/GROA repo_url: https://github.com/forc-db/GROA logo: Global Reforestation Opportunity Assessment.svg extra: refs: ',https://doi.org/10.5281/zenodo.3983644,https://doi.org/10.5281/zenodo.3983644' organization: name: ForC - item: name: iNaturalist description: Helps you identify the plants and animals around you. homepage_url: http://www.inaturalist.org repo_url: https://github.com/inaturalist/inaturalist logo: iNaturalist.svg organization: name: iNaturalist - item: name: lidR description: An R package for airborne LiDAR data manipulation and visualization for forestry application. homepage_url: https://CRAN.R-project.org/package=lidR repo_url: https://github.com/r-lidar/lidR logo: lidR.svg extra: topics: point-cloud,lidar,las,laz,r,als,forestry organization: name: R lidar - item: name: MAAP description: Discover and use biomass relevant data, integrating the data for comparison, analysis, evaluation, and generation. homepage_url: https://docs.maap-project.org/ repo_url: https://github.com/MAAP-Project/maap-documentation project_org: https://github.com/MAAP-Project logo: MAAP.svg crunchbase: https://www.crunchbase.com/organization/nasa - item: name: mapme.biodiversity description: Efficient analysis of spatial biodiversity datasets for global portfolios. homepage_url: https://mapme-initiative.github.io/mapme.biodiversity/ repo_url: https://github.com/mapme-initiative/mapme.biodiversity logo: mapme.biodiversity.svg organization: name: mapme-initiative - item: name: mobr description: Tools for analyzing changes in biodiversity across scales. homepage_url: https://github.com/MoBiodiv/mobr repo_url: https://github.com/MoBiodiv/mobr logo: mobr.svg extra: refs: >- ,https://doi.org/10.5281/zenodo.4014111,https://doi.org/10.1111/2041-210X.13102\n\nMcGlinn,https://doi.org/10.1002/ecy.3233\n\nChase,https://doi.org/10.1111/ele.13151 topics: biodiversity,ecology,conservation,statistics,rarefaction,species organization: name: Measurement of Biodiversity (MoB) - item: name: monitoring-ecosystem-resilience description: The focus is understanding vegetation patterns in semi-arid environments. homepage_url: https://github.com/alan-turing-institute/monitoring-ecosystem-resilience repo_url: https://github.com/alan-turing-institute/monitoring-ecosystem-resilience logo: monitoring-ecosystem-resilience.svg crunchbase: https://www.crunchbase.com/organization/alan-turing-institute extra: topics: hut23,hut23-240 - item: name: NeonTreeEvaluation description: Benchmark dataset for tree detection for airborne RGB, Hyperspectral and LIDAR imagery. homepage_url: https://github.com/weecology/NeonTreeEvaluation repo_url: https://github.com/weecology/NeonTreeEvaluation logo: NeonTreeEvaluation.svg crunchbase: https://www.crunchbase.com/organization/university-of-florida-cd10 - item: name: OceanAdapt description: >- Provide information about the impacts of changing climate and other factors on the distribution of marine life to the National Climate Assessment, fisheries communities, policymakers, and to others. homepage_url: http://oceanadapt.rutgers.edu repo_url: https://github.com/pinskylab/OceanAdapt logo: OceanAdapt.svg crunchbase: https://www.crunchbase.com/organization/rutgers-university extra: refs: >- ,http://doi.org/10.1126/science.1239352,http://doi.org/10.1371/journal.pone.0196127,https://zenodo.org/badge/latestdoi/29789533,https://zenodo.org/badge/latestdoi/29789533,https://doi.org/10.5281/zenodo.3890214 - item: name: OpenPlantPathology description: >- Open Plant Pathology is an initiative that supports and promotes the spread of all open, transparent and reproducible practices in the field of plant pathology. homepage_url: https://www.openplantpathology.org/ repo_url: https://github.com/openplantpathology/OpenPlantPathology logo: OpenPlantPathology.svg extra: topics: openplantpathology,reproducible-research organization: name: Open Plant Pathology - item: name: OpenSimRoot description: Source code for simulating root architecture, nutrient and water uptake and more. homepage_url: https://rootmodels.gitlab.io/OpenSimRoot/ repo_url: https://gitlab.com/rootmodels/OpenSimRoot license: GNU General Public License v3.0 logo: OpenSimRoot.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich - item: name: OpenTreeMap description: A collaborative platform for crowdsourced tree inventory, ecosystem services calculations, urban forestry analysis and community engagement. homepage_url: https://www.opentreemap.org repo_url: https://github.com/OpenTreeMap/otm-core logo: OpenTreeMap.svg crunchbase: https://www.crunchbase.com/organization/national-institute-of-food-and-agriculture - item: name: palmerpenguins description: The palmerpenguins data contains size measurements for three penguin species observed on three islands in the Palmer Archipelago, Antarctica. homepage_url: https://allisonhorst.github.io/palmerpenguins/ repo_url: https://github.com/allisonhorst/palmerpenguins logo: palmerpenguins.svg crunchbase: https://www.crunchbase.com/organization/observable extra: refs: >- ,https://doi.org/10.5281/zenodo.3960218,https://doi.org/10.1371/journal.pone.0090081,https://doi.org/10.6073/pasta/98b16d7d563f265cb52372c8ca99e60f,https://doi.org/10.6073/pasta/7fca67fb28d56ee2ffa3d9370ebda689,https://doi.org/10.6073/pasta/c14dfcfada8ea13a17536e73eb6fbe9e - item: name: PCSE description: A framework developed for implementing crop simulation models developed in Wageningen. homepage_url: https://github.com/ajwdewit/pcse repo_url: https://github.com/ajwdewit/pcse logo: PCSE.svg crunchbase: https://www.crunchbase.com/organization/wageningen-university-and-research-centre - item: name: PEcAn description: The Predictive Ecosystem Analyzer is an integrated ecological bioinformatics toolbox. homepage_url: https://www.pecanproject.org repo_url: https://github.com/PecanProject/pecan logo: PEcAn.svg extra: refs: >- ,https://zenodo.org/badge/latestdoi/4469/PecanProject/pecan,https://doi.org/10.1890/12-0137.1,https://doi.org/10.1890/12-0854.1,https://doi.org/10.1111/pce.12043,https://doi.org/10.1890/14-0497.1 topics: >- ecosystem-model,pecan,r,national-science-foundation,ecosystem-science,bayesian,plants,meta-analysis,data-science,data-assimilation,forecasting,cyberinfrastructure organization: name: PEcAn Project - item: name: phenocamr description: Facilitates the retrieval and post-processing of PhenoCam time series. homepage_url: http://bluegreen-labs.github.io/phenocamr/ repo_url: https://github.com/bluegreen-labs/phenocamr logo: phenocamr.svg extra: topics: phenocam,phenology-modelling,phenocam-data,remote-sensing organization: name: BlueGreen Labs - item: name: phenofit description: A state-of-the-art remote sensing vegetation phenology extraction package. homepage_url: http://phenofit.top repo_url: https://github.com/eco-hydro/phenofit logo: phenofit.svg extra: refs: >- ,https://doi.org/10.5281/zenodo.6320537,https://doi.org/10.1111/2041-210X.13870,https://doi.org/10.1029/2020JG005636,https://doi.org/10.5281/zenodo.6320537,https://doi.org/10.1016/j.agrformet.2017.10.026 topics: phenology,remote-sensing organization: name: Eco-Hydrological Researches in China University of Geosciences (Wuhan) - item: name: photosynthesis description: An R package with modeling tools for C3 photosynthesis, as well as analytical tools for curve-fitting plant ecophysiology responses. homepage_url: https://github.com/cdmuir/photosynthesis repo_url: https://github.com/cdmuir/photosynthesis logo: photosynthesis.svg crunchbase: https://www.crunchbase.com/organization/university-of-hawaii-at-manoa-40f2 - item: name: PlanktonIndividuals.jl description: This package simulates the behaviors of an ensemble of phytoplankton individuals. homepage_url: https://github.com/JuliaOcean/PlanktonIndividuals.jl repo_url: https://github.com/JuliaOcean/PlanktonIndividuals.jl logo: PlanktonIndividuals.jl.svg extra: refs: ',https://zenodo.org/badge/latestdoi/178023615,https://doi.org/10.21105/joss.04207' organization: name: JuliaOcean - item: name: plant description: A package for modeling forest trait ecology and evolution. homepage_url: https://traitecoevo.github.io/plant repo_url: https://github.com/traitecoevo/plant logo: plant.svg extra: refs: >- ,http://doi.org/10.1111/2041-210X.12525,http://doi.org/10.1111/j.1365-2745.2010.01735.x,http://doi.org/10.1101/083451,http://doi.org/10.1111/2041-210X.12525,http://doi.org/10.1073/pnas.1714044115,http://doi.org/10.1086/714868 topics: ecology,evolution,demography,plant-physiology,c-plus-plus,r,trait,dynamic,simulation,science-research,forests organization: name: Trait Ecology and Evolution - item: name: Plant-for-the-Planet description: Allows you to plant trees with over 100 reforestation projects around the world. homepage_url: https://www.trilliontreecampaign.org repo_url: https://github.com/Plant-for-the-Planet-org/treecounter-app logo: Plant-for-the-Planet.svg extra: topics: climate-change,react-native,plant,reforestation,plant-trees,react organization: name: Plant-for-the-Planet - item: name: PlantCV description: Plant phenotyping using computer vision. homepage_url: https://github.com/danforthcenter/plantcv repo_url: https://github.com/danforthcenter/plantcv logo: PlantCV.svg extra: refs: ',https://doi.org/10.5281/zenodo.595522' topics: science,bioinformatics,image-analysis,plant-phenotyping,plantcv organization: name: Donald Danforth Plant Science Center - item: name: PNVmaps description: Global Maps of Potential Natural Vegetation based on Machine Learning. homepage_url: https://github.com/Envirometrix/PNVmaps repo_url: https://github.com/Envirometrix/PNVmaps logo: PNVmaps.svg extra: refs: >- ,https://doi.org/10.5281/zenodo.3631253,https://doi.org/10.5281/zenodo.3526619,https://doi.org/10.7717/peerj.5457,https://doi.org/10.7717/peerj.5457\n\n#,https://doi.org/10.5281/zenodo.3526619\n\nThe organization: name: Envirometrix - item: name: prioritizr description: Uses mixed integer linear programming techniques to provide a flexible interface for building and solving conservation planning problems. homepage_url: https://prioritizr.net repo_url: https://github.com/prioritizr/prioritizr logo: prioritizr.svg crunchbase: https://www.crunchbase.com/organization/carleton-university extra: topics: r,spatial,optimization,conservation,biodiversity,prioritization,solver,conservation-planner,rstats - item: name: PyCrown description: Fast raster-based individual tree segmentation for LiDAR data. homepage_url: https://datastore.landcareresearch.co.nz/dataset/pycrown repo_url: https://github.com/manaakiwhenua/pycrown logo: PyCrown.svg extra: refs: ',https://doi.org/10.7931/M0SR-DN55\r\n\r\n*Research,https://doi.org/10.3390/f9110702\r\n\r\n\r\n#' topics: tree,crowns,segmentation,lidar,python,numba,trees organization: name: Manaaki Whenua – Landcare Research - item: name: PyETo description: A Python library for calculating reference crop evapotranspiration, sometimes referred to as potential evapotranspiration. homepage_url: https://pyeto.readthedocs.io/ repo_url: https://github.com/woodcrafty/PyETo logo: PyETo.svg crunchbase: https://www.crunchbase.com/organization/university-of-aberdeen - item: name: pyfor description: Tools for analyzing aerial point clouds of forest data. homepage_url: https://github.com/brycefrank/pyfor repo_url: https://github.com/brycefrank/pyfor logo: pyfor.svg extra: topics: lidar,forestry,las,forest-inventory organization: name: Bryce Frank - item: name: pyinaturalist description: >- Python client for iNaturalist, a community science platform that helps people get involved in the natural world by observing and identifying the living things around them. homepage_url: https://pyinaturalist.readthedocs.io repo_url: https://github.com/pyinat/pyinaturalist logo: pyinaturalist.svg crunchbase: https://www.crunchbase.com/organization/inaturalist extra: topics: python,inaturalist,api-client,api,biodiversity,biodiversity-data,biodiversity-informatics,citizen-science - item: name: pyMETRIC description: A set of Python based tools developed for estimating and mapping evapotranspiration for large areas, utilizing the Landsat image archive. homepage_url: https://github.com/WSWUP/pymetric repo_url: https://github.com/WSWUP/pymetric logo: pyMETRIC.svg crunchbase: https://www.crunchbase.com/organization/desert-research-institute - item: name: Pyronear Risks description: The pyro-risks project aims at providing the pyronear-platform with a machine learning based wildfire forecasting capability. homepage_url: https://pyronear.github.io/pyro-risks repo_url: https://github.com/pyronear/pyro-risks logo: Pyronear Risks.svg crunchbase: https://www.crunchbase.com/organization/pyronear extra: topics: python3,wildfire-forecasting,scikit-learn - item: name: Pyrovision description: Computer vision library for wildfire detection. homepage_url: https://pyronear.org/pyro-vision/ repo_url: https://github.com/pyronear/pyro-vision logo: Pyrovision.svg crunchbase: https://www.crunchbase.com/organization/pyronear extra: topics: wildfire,python,deep-learning,pytorch,image-classification,object-detection,keypoint-detection,computer-vision - item: name: pywdpa description: Python interface to the World Database on Protected Areas. homepage_url: https://ecology.ghislainv.fr/pywdpa repo_url: https://github.com/ghislainv/pywdpa logo: pywdpa.svg crunchbase: https://www.crunchbase.com/organization/cirad extra: refs: ',https://doi.org/10.5281/zenodo.4275513\n' topics: wdpa,protected-planet,protected-areas,api,shapefiles,python-package,world,country-iso-code - item: name: Quantitative Plant description: A website presenting image analysis software tools and models for plants. homepage_url: https://www.quantitative-plant.org/ repo_url: null logo: Quantitative Plant.svg crunchbase: https://www.crunchbase.com/organization/catholic-university-of-louvain - item: name: rebird description: A package to interface with the eBird webservices a real-time, online bird checklist program. homepage_url: https://docs.ropensci.org/rebird repo_url: https://github.com/ropensci/rebird logo: rebird.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: ebird,rstats,birds,ebird-api,r,ebird-webservices,spocc,r-package - item: name: redlistr description: >- An R package that contains a set of tools suitable for calculating the metrics required for making assessments of species and ecosystems against the IUCN Red List of Threatened Species and the IUCN Red List of Ecosystems categories and criteria. homepage_url: https://github.com/red-list-ecosystem/redlistr repo_url: https://github.com/red-list-ecosystem/redlistr logo: redlistr.svg crunchbase: https://www.crunchbase.com/organization/iucn - item: name: rFIA description: >- Increase the accessibility and use of the USFS Forest Inventory and Analysis Database by providing a user-friendly, open source platform to easily query and analyze. homepage_url: https://rfia.netlify.com/ repo_url: https://github.com/hunter-stanke/rFIA logo: rFIA.svg extra: refs: ',https://doi.org/10.1016/j.envsoft.2020.104664,https://doi.org/10.1016/j.envsoft.2020.104664' topics: fia,fia-database,forest-inventory,forest-variables,inventories,fia-datamart,compute-estimates,space-time,spatial,r organization: name: Hunter Stanke - item: name: rfishbase description: An R interface to the fishbase.org database. homepage_url: https://docs.ropensci.org/rfishbase repo_url: https://github.com/ropensci/rfishbase logo: rfishbase.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://doi.org/10.1111/j.1095-8649.2012.03464.x' topics: r,rstats,r-package,fishbase,taxonomy,fish - item: name: rgbif description: Interface to the Global Biodiversity Information Facility API. homepage_url: https://docs.ropensci.org/rgbif repo_url: https://github.com/ropensci/rgbif logo: rgbif.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://zenodo.org/badge/latestdoi/2273724' topics: gbif,api,data,biodiversity,species,rstats,r,spocc,r-package,lifewatch,oscibio - item: name: rGEDI description: An R Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing. homepage_url: https://github.com/carlos-alberto-silva/rGEDI repo_url: https://github.com/carlos-alberto-silva/rGEDI logo: rGEDI.svg crunchbase: https://www.crunchbase.com/organization/university-of-florida-cd10 extra: refs: ',https://doi.org/10.1016/j.srs.2020.100002\n\nHancock,https://doi.org/10.1029/2018EA000506\n\nSilva' - item: name: rnpn description: R client for interacting with the USA National Phenology Network data web services. homepage_url: https://rdrr.io/cran/rnpn/ repo_url: https://github.com/usa-npn/rnpn logo: rnpn.svg crunchbase: https://www.crunchbase.com/organization/usa-national-phenology-network extra: topics: web-api,species,data,rstats,r,national-phenology-network,phenology,r-package - item: name: robis description: >- Build and maintain a global alliance that collaborates with scientific communities to facilitate free and open access to, and application of, biodiversity and biogeographic data and information on marine life. homepage_url: https://iobis.github.io/robis repo_url: https://github.com/iobis/robis logo: robis.svg crunchbase: https://www.crunchbase.com/organization/unesco extra: refs: ',https://zenodo.org/badge/latestdoi/47509713' - item: name: rredlist description: An R client for the IUCN Red List of threatened and endangered species. homepage_url: https://docs.ropensci.org/rredlist repo_url: https://github.com/ropensci/rredlist logo: rredlist.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: conservation,api-wrapper,biodiversity,rstats,iucn-red-list,iucn,r,r-package,taxize - item: name: Sentinel-Tree-Cover description: This project maps tree extent at the ten-meter scale using open source artificial intelligence and satellite imagery. homepage_url: https://github.com/wri/sentinel-tree-cover repo_url: https://github.com/wri/sentinel-tree-cover logo: Sentinel-Tree-Cover.svg crunchbase: https://www.crunchbase.com/organization/world-resources-institute - item: name: SEPAL description: System for Earth Observation Data Access, Processing and Analysis for Land Monitoring. homepage_url: https://sepal.io/ repo_url: https://github.com/openforis/sepal logo: SEPAL.svg crunchbase: https://www.crunchbase.com/organization/fao - item: name: spanner description: Utilities to support landscape-, forest-, and tree-related data collection, manipulation, analysis, modelling, and visualization. homepage_url: https://github.com/bi0m3trics/spanner repo_url: https://github.com/bi0m3trics/spanner logo: spanner.svg crunchbase: https://www.crunchbase.com/organization/northern-arizona-university extra: refs: ',https://doi.org/10.5281/zenodo.4624277,https://doi.org/10.3390/rs13122297,https://doi.org/10.3390/rs13122297\n\n```r\nlibrary(spanner)\n\n#' - item: name: spatialEco description: R package for spatial analysis and modelling of ecological systems. homepage_url: https://github.com/jeffreyevans/spatialEco repo_url: https://github.com/jeffreyevans/spatialEco logo: spatialEco.svg crunchbase: https://www.crunchbase.com/organization/the-nature-conservancy - item: name: spocc description: An R package to query and collect species occurrence data from many sources. homepage_url: https://docs.ropensci.org/spocc repo_url: https://github.com/ropensci/spocc logo: spocc.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: gbif,vertnet,ecoengine,antweb,ebird,data,api,rstats,r,species,inaturalist,idigbio,obis,bison,species-occurrence,occurrence,spocc,r-package - item: name: SSRS second_path: - WETOStack / Wildlife Impact homepage_url: https://github.com/NREL/SSRS repo_url: https://github.com/NREL/SSRS logo: SSRS.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: taxize description: >- Allows users to search over many taxonomic data sources for species names (scientific and common) and download up and downstream taxonomic hierarchical information. homepage_url: https://docs.ropensci.org/taxize repo_url: https://github.com/ropensci/taxize logo: taxize.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: taxonomy,data,api,biodiversity,biology,rstats,nomenclature,darwincore,taxize,api-wrapper,r,r-package - item: name: TaxonWorks description: An integrated web-based workbench for taxonomists and biodiversity scientists. homepage_url: http://taxonworks.org repo_url: https://github.com/SpeciesFileGroup/taxonworks logo: TaxonWorks.svg crunchbase: https://www.crunchbase.com/organization/illinois-natural-history-survey extra: topics: species,biodiversity-informatics,ruby,taxonomy,biodiversity,describe,life,evolution,nomenclature,collections - item: name: The Catalogue of Life description: The most complete authoritative list of the world's species, maintained by hundreds of global taxonomists. homepage_url: https://github.com/CatalogueOfLife/general repo_url: https://github.com/CatalogueOfLife/general logo: The Catalogue of Life.svg extra: topics: taxonomy,life,science,biodiversity,nomenclature organization: name: Species 2000 - item: name: Tree Mapper App description: Tree Mapper extends the Plant-for-the-Planet App and allows on site coordinate submission during plantation. homepage_url: https://treemapper.app repo_url: https://github.com/Plant-for-the-Planet-org/treemapper logo: Tree Mapper App.svg extra: topics: climate-change,react-native,plant,reforestation organization: name: Plant-for-the-Planet - item: name: Tree Tracker description: Used by people who plant trees so they don't have to manually type coordinates with pictures they took. homepage_url: https://github.com/protect-earth/TreeTracker repo_url: https://github.com/protect-earth/TreeTracker logo: Tree Tracker.svg organization: name: Protect Earth - item: name: TreeLS description: High performance R functions for forest data processing based on Terrestrial Laser Scanning (but not only) point clouds. homepage_url: https://github.com/tiagodc/TreeLS repo_url: https://github.com/tiagodc/TreeLS logo: TreeLS.svg extra: refs: ',https://doi.org/10.1016/j.compag.2017.10.019' organization: name: Tiago de Conto - item: name: TreeQSM description: Quantitative Structure Models of Single Trees from Laser Scanner Data. homepage_url: https://github.com/InverseTampere/TreeQSM repo_url: https://github.com/InverseTampere/TreeQSM logo: TreeQSM.svg extra: refs: ',https://zenodo.org/badge/latestdoi/100592530' organization: name: Inverse Tampere - item: name: treeseg description: Developed to near-automatically extract tree-level point clouds from high-density larger-area lidar point clouds acquired in forests. homepage_url: https://github.com/apburt/treeseg repo_url: https://github.com/apburt/treeseg logo: treeseg.svg extra: refs: ',https://doi.org/10.1111/2041-210X.13121' organization: name: Andrew Burt - item: name: Treetracker description: >- Coordinates the digital capture of tree growth data in the field, allowing to establish employment for people living in extreme poverty based on tree planting. homepage_url: https://github.com/Greenstand/treetracker-android repo_url: https://github.com/Greenstand/treetracker-android logo: Treetracker.svg extra: topics: android organization: name: Greenstand - item: name: UVic-updates-opem description: >- Introduces optimality-based phytoplankton and zooplankton into the UVic-ESCM (version 2.9) with variable C:N:P(:Chl) stoichiometry for phytoplankton, diazotrophs and detritus. homepage_url: https://git.geomar.de/markus-pahlow/UVic-updates-opem repo_url: https://git.geomar.de/markus-pahlow/UVic-updates-opem license: GNU General Public License v3.0 logo: UVic-updates-opem.svg crunchbase: https://www.crunchbase.com/organization/geomar - item: name: VIAME description: >- A computer vision application designed for do-it-yourself artificial intelligence including object detection, object tracking, image/video annotation, image/video search, image mosaicing, stereo measurement, rapid model generation, and tools for the evaluation of different algorithms. homepage_url: http://www.viametoolkit.org/ repo_url: https://github.com/VIAME/VIAME logo: VIAME.svg extra: topics: >- computer-vision,artificial-intelligence,video-search,video-analytics,marine-biology,open-source,machine-learning,video-annotation,image-annotation,annotation-framework,oceanography,image-processing,conservation,ecology organization: name: VIAME - item: name: wdpar description: R Interface to the World Database on Protected Areas. homepage_url: https://prioritizr.github.io/wdpar repo_url: https://github.com/prioritizr/wdpar logo: wdpar.svg crunchbase: https://www.crunchbase.com/organization/carleton-university extra: refs: ',https://doi.org/10.1111/conl.12158,https://doi.org/10.1126/science.aac9180,https://doi.org/10.21105/joss.04594' topics: r,conservation,data,spatial,database,biodiversity,protected-areas,cran,r-package,rstats - item: name: Wildbook description: >- Blends structured wildlife research with artificial intelligence, citizen science, and computer vision to speed population analysis and develop new insights to help fight extinction. homepage_url: https://www.wildbook.org repo_url: https://github.com/WildMeOrg/Wildbook project_org: https://github.com/WildMeOrg logo: Wildbook.svg crunchbase: https://www.crunchbase.com/organization/wild-me-b018 - item: name: wildfire forecasting description: >- The project intends to reproduce the Fire Forecasting capabilities of GEFF using Deep Learning and develop further improvements in accuracy, geography and time scale through inclusion of additional variables or optimization of model architecture and hyperparameters. homepage_url: https://github.com/esowc/wildfire-forecasting repo_url: https://github.com/esowc/wildfire-forecasting logo: wildfire forecasting.svg crunchbase: https://www.crunchbase.com/organization/ecmwf extra: topics: deep-learning,wildfire-forecasting,gis,earth-observation,remote-sensing - item: name: Wildfire Predictive Services description: Wildfire Predictive Services to support decision making in prevention, preparedness, response and recovery. homepage_url: https://github.com/bcgov/wps repo_url: https://github.com/bcgov/wps logo: Wildfire Predictive Services.svg crunchbase: https://www.crunchbase.com/organization/government-of-british-columbia extra: topics: flnr,wildfire,bcws,python,fastapi,react,javascript,typescript,weather,postgis,postgres,postgresql,cffdrs,hacktoberfest - item: name: worldpa description: R interface to the World Database on Protected Areas. homepage_url: https://frbcesab.github.io/worldpa/ repo_url: https://github.com/FRBCesab/worldpa logo: worldpa.svg extra: refs: ',https://zenodo.org/badge/latestdoi/221718108' topics: r,protected-areas,protected-planet,world,spatial,shapefile organization: name: FRB CESAB - subcategory: name: Cryosphere items: - item: name: ALPGM description: Regional glacier evolution model based on deep learning and parametrizations. homepage_url: https://github.com/JordiBolibar/ALPGM repo_url: https://github.com/JordiBolibar/ALPGM logo: ALPGM.svg crunchbase: https://www.crunchbase.com/organization/delft-university-of-technology extra: refs: ',https://zenodo.org/badge/latestdoi/195388796' topics: glacier,surface-mass-balance,glacier-modelling,deep-learning - item: name: BedMachine description: Matlab tools for loading, interpolating, and displaying BedMachine ice sheet topography. homepage_url: https://github.com/chadagreene/BedMachine repo_url: https://github.com/chadagreene/BedMachine logo: BedMachine.svg crunchbase: https://www.crunchbase.com/organization/nasa-jet-propulsion-laboratory-2a9c extra: topics: antarctica,matlab,greenland,bedmachine,geology,ice-shelves,glaciology,glaciers - item: name: BioSNICAR description: >- Predicts the spectral albedo of snow and glacier ice between 200nm to 5000nm given information about the illumination conditions, ice structure and the type and concentration particulates. homepage_url: https://github.com/jmcook1186/biosnicar-py repo_url: https://github.com/jmcook1186/biosnicar-py logo: BioSNICAR.svg extra: refs: >- ,https://doi.org/10.1029/2006JD008003\n\nAnd,https://doi.org/10.5194/tc-2019-58,https://doi.org/10.5194/tc-13-2325-2019\n\nFlanner,https://doi.org/10.1029/2006JD008003\n\nFlanner,https://doi.org/10.5194/gmd-14-7673-2021 organization: name: Joseph Cook - item: name: captoolkit description: NASA's Cryosphere Altimetry Processing Toolkit. homepage_url: https://github.com/nasa-jpl/captoolkit repo_url: https://github.com/nasa-jpl/captoolkit logo: captoolkit.svg crunchbase: https://www.crunchbase.com/organization/nasa extra: refs: ',https://zenodo.org/badge/latestdoi/104787010' - item: name: CICE description: A computationally efficient model for simulating the growth, melting, and movement of polar sea ice. homepage_url: https://github.com/CICE-Consortium/CICE repo_url: https://github.com/CICE-Consortium/CICE logo: CICE.svg organization: name: CICE Consortium - item: name: cosipy description: Solves the energy balance at the surface and is coupled to an adaptive vertical multi-layer subsurface module. homepage_url: https://github.com/cryotools/cosipy repo_url: https://github.com/cryotools/cosipy logo: cosipy.svg extra: refs: ',https://doi.org/10.5281/zenodo.2579668\n\n:License:\n' organization: name: CryoTools - item: name: DeepBedMap description: Using a deep neural network to better resolve the bed topography of Antarctica. homepage_url: https://github.com/weiji14/deepbedmap repo_url: https://github.com/weiji14/deepbedmap logo: DeepBedMap.svg crunchbase: https://www.crunchbase.com/organization/development-seed extra: refs: >- ,https://doi.org/10.5194/tc-14-3687-2020,https://zenodo.org/badge/latestdoi/147595013,https://doi.org/10.5281/zenodo.4054246.\nNeural,https://doi.org/10.5281/zenodo.3752613.\n topics: >- super-resolution,digital-elevation-model,deep-neural-network,data-science,antarctica,flat-file-db,glaciology,generative-adversarial-network,jupyter-notebook,chainer,remote-sensing,optuna,bedmap,pangeo,binder - item: name: DeepIceDrain description: Mapping and monitoring deep subglacial water activity in Antarctica using remote sensing and machine learning. homepage_url: https://github.com/weiji14/deepicedrain repo_url: https://github.com/weiji14/deepicedrain logo: DeepIceDrain.svg crunchbase: https://www.crunchbase.com/organization/development-seed extra: refs: ',https://doi.org/10.5281/zenodo.4071235,https://doi.org/10.5281/zenodo.4071235.\n' topics: intake,binder,python3,jupyter-lab,big-data,antarctica,ice-sheet,hdf5,zarr,pygmt,datashader,analysis-ready-data,icesat-2,open-science - item: name: ECCO-v4-Python-Tutorial description: Contains several tutorials for using the ECCO Central Production Version 4 ocean and sea-ice state estimate. homepage_url: https://ecco-v4-python-tutorial.readthedocs.io/index.html repo_url: https://github.com/ECCO-GROUP/ECCO-v4-Python-Tutorial logo: ECCO-v4-Python-Tutorial.svg organization: name: Estimating the Circulation and Climate of the Ocean (ECCO) - item: name: freshwater description: Greenland liquid water runoff from 1958 through 2019. homepage_url: https://doi.org/10.5194/essd-12-2811-2020 repo_url: https://github.com/GEUS-Glaciology-and-Climate/freshwater logo: freshwater.svg crunchbase: https://www.crunchbase.com/organization/geus-375a extra: refs: >- ,https://doi.org/10.5194/essd-12-2811-2020.\n+,https://doi.org/10.22008/promice/freshwater,https://doi.org/10.5194/essd-12-1367-2020,https://doi.org/10.22008/promice/data/ice_discharge,https://doi.org/10.22008/FK2/KIDYD1,https://doi.org/10.22008/FK2/TARK8O,https://doi.org/10.22008/FK2/XKQVL7,https://doi.org/10.22008/FK2/XKQVL7,https://doi.org/10.5194/essd-13-5001-2021,https://doi.org/10.22008/FK2/OHI23Z\n\n+,https://doi.org/10.5194/essd-12-1367-2020,https://doi.org/10.22008/promice/data/ice_discharge topics: scientific-workflows,greenland,org-mode,grass-gis,water - item: name: FSM2 description: >- The Flexible Snow Model is a multi-physics energy balance model of snow accumulation and melt, extending the Factorial Snow Model (Essery, 2015) with additional physics, driving and output options. homepage_url: https://github.com/RichardEssery/FSM2 repo_url: https://github.com/RichardEssery/FSM2 logo: FSM2.svg crunchbase: https://www.crunchbase.com/organization/the-university-of-edinburgh - item: name: Glacier Mapping From Satellite Imagery description: Use computer vision to automatically segment debris and ice glaciers from satellite images. homepage_url: https://github.com/krisrs1128/glacier_mapping repo_url: https://github.com/krisrs1128/glacier_mapping logo: Glacier Mapping From Satellite Imagery.svg organization: name: Kris Sankaran - item: name: GlaThiDa description: Glacier Thickness Database. homepage_url: https://www.gtn-g.ch/data_catalogue_glathida/ repo_url: https://gitlab.com/wgms/glathida license: Creative Commons Attribution 4.0 International logo: GlaThiDa.svg organization: name: World Glacier Monitoring Service - item: name: Iceberg Locations description: Antarctic large iceberg positions derived from ASCAT and OSCAT-2. homepage_url: https://www.scp.byu.edu/current_icebergs.html repo_url: https://github.com/Joel-hanson/Iceberg-locations logo: Iceberg Locations.svg crunchbase: https://www.crunchbase.com/organization/brigham-young-university extra: topics: climate-change,iceberg,python,beautifulsoup4,scraping - item: name: icepack description: Finite element modeling of glaciers and ice sheets. homepage_url: https://cice-consortium-icepack.readthedocs.io/ repo_url: https://github.com/CICE-Consortium/Icepack logo: icepack.svg crunchbase: https://www.crunchbase.com/organization/us-department-of-energy - item: name: icepyx description: Python tools for obtaining and working with ICESat-2 data. homepage_url: https://icepyx.readthedocs.io/ repo_url: https://github.com/icesat2py/icepyx logo: icepyx.svg crunchbase: https://www.crunchbase.com/organization/university-of-washington extra: topics: icesat-2,community-driven,python3,hacktoberfest,closember - item: name: Open Global Glacier Model description: A modular open source model for glacier dynamics. homepage_url: http://oggm.org repo_url: https://github.com/OGGM/oggm project_org: https://github.com/OGGM logo: OGGM.svg extra: refs: ',https://zenodo.org/badge/latestdoi/43965645\n' topics: glacier,model,climate,ice-dynamics,mass-balance,global,sea-level,calving,python organization: name: OGGM e.V. - item: name: OSSP description: Open Source Algorithm for Detecting Sea Ice Surface Features in High Resolution Optical Imagery. homepage_url: https://github.com/wrightni/OSSP repo_url: https://github.com/wrightni/OSSP logo: OSSP.svg organization: name: Nicholas Wright - item: name: PISM description: The Parallel Ice Sheet Model is an open source, parallel, high-resolution ice sheet model. homepage_url: https://pism.io/ repo_url: https://github.com/pism/pism project_org: https://github.com/pism logo: PISM.svg crunchbase: https://www.crunchbase.com/organization/university-of-alaska-fairbanks extra: refs: ',https://doi.org/10.5281/zenodo.1199019\n' topics: scientific-computing,parallel,geophysics,c-plus-plus,ice-sheet,glacier,sea-level,numerical,petsc,python,sphinx,climate,mpi - item: name: Planet Snowcover description: >- A project that pairs airborne lidar and Planet Labs satellite imagery with cutting-edge computer vision techniques to identify snow-covered area at unprecedented spatial and temporal resolutions. homepage_url: https://planet-snowcover.readthedocs.io/en/latest/ repo_url: https://github.com/acannistra/planet-snowcover logo: Planet Snowcover.svg crunchbase: https://www.crunchbase.com/organization/university-of-washington extra: topics: planet-labs,computer-vision,cloud-native - item: name: PyTrx description: Its primary purpose is to obtain velocities, surface areas, and distances from oblique, optical imagery of glacial environments. homepage_url: https://github.com/PennyHow/PyTrx repo_url: https://github.com/PennyHow/PyTrx logo: PyTrx.svg crunchbase: https://www.crunchbase.com/organization/geus-375a extra: refs: ',https://zenodo.org/badge/latestdoi/91549468,https://doi.org/10.5194/tc-11-2691-2017' topics: python3,glaciology,photogrammetry,time-lapse,opencv,optical-flow,template-matching,oblique-imagery,image-classification - item: name: QGreenland description: A free mapping tool to support interdisciplinary Greenland-focused research, teaching, decision making, and collaboration. homepage_url: https://qgreenland.org/ repo_url: https://github.com/nsidc/qgreenland logo: QGreenland.svg crunchbase: https://www.crunchbase.com/organization/national-snow-and-ice-data-center extra: refs: ',https://zenodo.org/badge/latestdoi/241453043' - item: name: Sea ice drift description: Sea ice drift from Sentinel-1 SAR imagery using open source feature tracking. homepage_url: https://github.com/nansencenter/sea_ice_drift repo_url: https://github.com/nansencenter/sea_ice_drift logo: Sea ice drift.svg extra: refs: ',https://zenodo.org/badge/latestdoi/46479183' organization: name: Nansen Environmental and Remote Sensing Center - item: name: sea-ice description: Displays the monthly mean sea ice extent for the Arctic and Antarctic along with the historical median extent. homepage_url: https://livingatlas.arcgis.com/sea-ice/ repo_url: https://github.com/vannizhang/sea-ice logo: sea-ice.svg twitter: https://twitter.com/Esri crunchbase: https://www.crunchbase.com/organization/arcgis extra: topics: arcgis-js-api,living-atlas,arcgis-online,esri,d3,sea-ice,visualization,arctic,antarctic - item: name: SICOPOLIS description: A 3-d dynamic/thermodynamic model that simulates the evolution of large ice sheets and ice caps. homepage_url: http://www.sicopolis.net/ repo_url: https://gitlab.awi.de/sicopolis/sicopolis logo: SICOPOLIS.svg crunchbase: https://www.crunchbase.com/organization/alfred-wegener-institute - item: name: SIS2 description: >- Calculates the concentration, thickness, temperature, brine content and snow cover of an arbitrary number of ice thickness categories (including open water) as well as the motion of the complete pack. homepage_url: https://github.com/NOAA-GFDL/SIS2 repo_url: https://github.com/NOAA-GFDL/SIS2 logo: SIS2.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration - item: name: smrt description: Snow Microwave Radiative Transfer model to compute thermal emission and backscatter from snowpack. homepage_url: https://smrt-model.science/ repo_url: https://github.com/smrt-model/smrt project_org: https://github.com/smrt-model logo: smrt.svg crunchbase: https://www.crunchbase.com/organization/european-space-agency-f580 extra: topics: modeling,snow,microwave - item: name: Teaspoon description: A python library designed to make working with permafrost ground temperature time series data more straightforward, efficient, and reproduceable. homepage_url: https://permafrostnet.gitlab.io/teaspoon repo_url: https://gitlab.com/permafrostnet/teaspoon license: GNU General Public License v3.0 logo: Teaspoon.svg crunchbase: https://www.crunchbase.com/organization/nserc-natural-sciences-and-engineering-research-council-of-canada - subcategory: name: Hydrosphere items: - item: name: AIBECS.jl description: A Julia package that provides ocean biogeochemistry modelers with an easy-to-use interface for creating and running models of the ocean system. homepage_url: https://github.com/JuliaOcean/AIBECS.jl repo_url: https://github.com/JuliaOcean/AIBECS.jl logo: AIBECS.jl.svg extra: refs: ',https://doi.org/10.21105/joss.03814,https://doi.org/10.5281/zenodo.2864051' topics: >- ocean,oceanography,ocean-circulation,modeling,model,models,global,optimization,inverse-model,marine,marine-tracer,tracer,transport,julia,awesome,biogeochemistry,biogeochemical,biogeochemical-model,pathways,fluxes organization: name: JuliaOcean - item: name: Aqualink description: A philanthropically funded system to help people manage their local marine ecosystems in the face of increasing Ocean temperatures. homepage_url: https://github.com/aqualinkorg/aqualink-app repo_url: https://github.com/aqualinkorg/aqualink-app logo: Aqualink.svg extra: topics: environment,climate-change,typescript,react,nodejs organization: name: Aqualink.org - item: name: argopy description: A global network of nearly 4000 autonomous probes measuring pressure, temperature and salinity from the surface to 2000m depth every 10 days. homepage_url: https://argopy.readthedocs.io repo_url: https://github.com/euroargodev/argopy logo: argopy.svg crunchbase: https://www.crunchbase.com/organization/ifremer extra: topics: argo,python,argo-floats,oceanography,argo-data - item: name: Badlands description: >- Basin and Landscape Dynamics is a long-term surface evolution model built to simulate landscape development, sediment transport and sedimentary basins formation from upstream regions down to marine environments. homepage_url: https://badlands.readthedocs.io repo_url: https://github.com/badlands-model/badlands project_org: https://github.com/badlands-model logo: Badlands.svg crunchbase: https://www.crunchbase.com/organization/university-of-sydney extra: refs: ',https://zenodo.org/badge/latestdoi/51286954' topics: basin-evolution,landscape-dynamics,geosciences,sedimentology,stratigraphy,marine,climate,geomorphology - item: name: Bergen Layered Ocean Model description: Employs an isopycnic vertical coordinate, with near-isopycnic interior layers and variable density layers in the surface mixed boundary layer. homepage_url: https://github.com/NorESMhub/BLOM repo_url: https://github.com/NorESMhub/BLOM logo: Bergen Layered Ocean Model.svg organization: name: Norwegian Earth System Modeling hub - item: name: Blueant description: Environmental data for Antarctic and Southern Ocean science. homepage_url: https://australianantarcticdivision.github.io/blueant/ repo_url: https://github.com/AustralianAntarcticDivision/blueant logo: Blueant.svg extra: refs: >- ,https://doi.org/10.5281/zenodo.6809070,https://doi.org/10.4225/15/5afcadad6c130,https://doi.org/10.4225/15/5afcb927e8162,https://doi.org/10.26179/5d64b361ca8ec,https://doi.org/10.26179/fbfd-0828,https://doi.org/10.26179/5b8f30e30d4f3,https://doi.org/10.4225/15/5906b48f70bf9,https://doi.org/10.26179/5d267d1ceb60c,https://doi.org/10.4225/15/5667AC726B224,https://doi.org/10.26179/5d1af0ba45c03,https://doi.org/10.5194/tc-2017-223,https://doi.org/10.4225/25/53D9B12E0F96E organization: name: Australian Antarctic Division - item: name: Buhayra description: Obtaining water extent of small reservoirs in semi-arid regions from satellite data in real-time. homepage_url: https://github.com/jmigueldelgado/buhayra repo_url: https://github.com/jmigueldelgado/buhayra logo: Buhayra.svg crunchbase: https://www.crunchbase.com/organization/german-research-foundation extra: topics: dams,sentinel,iwrm,reservoirs,filters - item: name: ccpp-physics description: >- The Common Community Physics Package is designed to facilitate the implementation of physics innovations in state-of-the-art atmospheric models, the use of various models to develop physics, and the acceleration of transition of physics innovations to operational NOAA models. homepage_url: https://github.com/NCAR/ccpp-physics repo_url: https://github.com/NCAR/ccpp-physics logo: ccpp-physics.svg crunchbase: https://www.crunchbase.com/organization/ncar - item: name: CDFTOOLS description: A Fortran package for analysis and diagnostics on NEMO ocean model output. homepage_url: https://github.com/meom-group/CDFTOOLS repo_url: https://github.com/meom-group/CDFTOOLS logo: CDFTOOLS.svg organization: name: MEOM Research Group - item: name: CO2SYS description: A MATLAB (or Octave) project to compute variables of ocean CO2 systems. homepage_url: https://github.com/jamesorr/CO2SYS-MATLAB repo_url: https://github.com/jamesorr/CO2SYS-MATLAB logo: CO2SYS.svg crunchbase: https://www.crunchbase.com/organization/cea extra: refs: >- ,https://doi.org/10.5194/bg-12-1483-2015,https://doi.org/10.1016/j.marchem.2018.10.006.\n\nvan,https://doi.org/10.3334/CDIAC/otg.CO2SYS_MATLAB_v1.1\n\n - item: name: CoralNet description: A repository and resource for benthic image analysis. homepage_url: http://coralnet.ucsd.edu/ repo_url: https://github.com/beijbom/coralnet logo: CoralNet.svg crunchbase: https://www.crunchbase.com/organization/university-of-california-san-diego - item: name: COSIMA description: Ocean and sea-ice model analysis tools and examples. homepage_url: https://cosima.org.au/ repo_url: https://github.com/COSIMA/cosima-cookbook project_org: https://github.com/COSIMA logo: COSIMA.svg crunchbase: https://www.crunchbase.com/organization/australian-national-university extra: topics: ocean,mom,analysis - item: name: dorado description: >- Simulating passive Lagrangian particle transport over flow-fields from any 2D shallow-water hydrodynamic model using a weighted random walk methodology. homepage_url: https://passah2o.github.io/dorado repo_url: https://github.com/passaH2O/dorado logo: dorado.svg extra: topics: >- lagrangian,particles,particle-transport,tracer,particle-tracking,particle-tracing,random-walk,rivers,hydrodynamic-modeling,simulator,particle,particle-routing,passive-tracers,numerical-modeling,numerical-modelling organization: name: PassaH2O Group - item: name: eWaterCycle description: Makes it easier to use hydrological models without having intimate knowledge about how to install and run the models. homepage_url: https://www.ewatercycle.org/ repo_url: https://github.com/eWaterCycle/ewatercycle project_org: https://github.com/eWaterCycle logo: eWaterCycle.svg crunchbase: https://www.crunchbase.com/organization/netherlands-escience-centre-nlesc extra: refs: ',https://doi.org/10.5281/zenodo.5119389' - item: name: Ferret description: >- An interactive computer visualization and analysis environment designed to meet the needs of oceanographers and meteorologists analyzing large and complex gridded datasets. homepage_url: https://ferret.pmel.noaa.gov/Ferret/ repo_url: https://github.com/NOAA-PMEL/Ferret logo: Ferret.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration - item: name: FLAREr description: Flexible, scalable, robust, and near-real time iterative ecological forecasts in lakes and reservoirs. homepage_url: https://flare-forecast.org/FLAREr/ repo_url: https://github.com/FLARE-forecast/FLAREr logo: FLAREr.svg crunchbase: https://www.crunchbase.com/organization/national-science-foundation - item: name: GOLD description: >- Stands for Generalized Ocean Layer Dynamics and is a hybrid coordinate finite volume ocean model code funded by NOAA and developed by the ocean group at NOAA-GFDL and Princeton University. homepage_url: https://code.google.com/archive/p/gold-omod/ repo_url: https://github.com/coecms/gold logo: GOLD.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration - item: name: GOTM description: The General Ocean Turbulence Model is an ambitious name for a one-dimensional water column model for marine and limnological applications. homepage_url: https://gotm.net repo_url: https://github.com/gotm-model/code logo: GOTM.svg organization: name: GOTM - item: name: heatwaveR description: >- Contains the original functions from the RmarineHeatWaves package that calculate and display marine heatwaves according to the definition of Hobday et al. (2016). homepage_url: https://robwschlegel.github.io/heatwaveR/ repo_url: https://github.com/robwschlegel/heatwaveR logo: heatwaveR.svg crunchbase: https://www.crunchbase.com/organization/institut-national-des-sciences-et-technologies-de-la-mer extra: refs: ',https://doi.org/10.21105/joss.00821,https://doi.org/10.5281/zenodo.1324308,https://doi.org/10.21105/joss.00821' - item: name: hydroscoper description: An R interface to the Greek National Data Bank for Hydrometeorological Information. homepage_url: https://docs.ropensci.org/hydroscoper repo_url: https://github.com/ropensci/hydroscoper logo: hydroscoper.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://doi.org/10.5281/zenodo.1196540,https://doi.org/10.21105/joss.00625' topics: >- climate,hydroscope,hydrometeorology,hydrology,tidy-data,time-series,greece,water-resources,meteorological-stations,meteorological-data,r,rstats,r-package,peer-reviewed - item: name: HydroShare description: A collaborative website for better access to data and models in the hydrologic sciences. homepage_url: https://www.hydroshare.org repo_url: https://github.com/hydroshare/hydroshare logo: HydroShare.svg extra: topics: >- django,django-rest-framework,postgresql,docker,hydroshare,python,hydrologic-sciences,collaboration,javascript,hydrology,hydrologic-modeling,hydrology-stormwater-analysis,hydrologic-networks,hydrologic-database,hydro,irods,nginx,solr organization: name: HydroShare - item: name: HyRiver description: A Python software stack for retrieving hydroclimate data from web services. homepage_url: https://docs.hyriver.io repo_url: https://github.com/hyriver/hyriver.github.io logo: HyRiver.svg extra: topics: python,webservice,hydrology,climate,data organization: name: HyRiver - item: name: Intro to Physical Oceanography description: Course materials for Introduction to Physical Oceanography. homepage_url: http://rabernat.github.io/intro_to_physical_oceanography repo_url: https://github.com/rabernat/intro_to_physical_oceanography logo: Intro to Physical Oceanography.svg crunchbase: https://www.crunchbase.com/organization/columbia-university - item: name: Iris description: A powerful, format-agnostic, community-driven Python package for analyzing and visualizing Earth science data. homepage_url: https://scitools-iris.readthedocs.io repo_url: https://github.com/SciTools/iris logo: Iris.svg crunchbase: https://www.crunchbase.com/organization/met-office extra: refs: ',https://zenodo.org/badge/latestdoi/5312648' topics: iris,python,netcdf,grib,visualisation,data-analysis,earth-science,meteorology,oceanography,spaceweather - item: name: LAGOSNE description: Interface to the LAke multi-scaled GeOSpatial & temporal database. homepage_url: https://cont-limno.github.io/LAGOSNE/ repo_url: https://github.com/cont-limno/LAGOSNE logo: LAGOSNE.svg extra: refs: >- ,https://doi.org/10.1093/gigascience/gix101,https://doi.org/ckpj,https://doi.org/10.6073/PASTA/08C6F9311929F4874B01BCC64EB3B2D7,https://doi.org/ckpm topics: water-quality,ecology,geoscience,limnology,cran,rstats organization: name: Continental Limnology - item: name: LakePy description: Pythonic user-centered front-end to the Global Lake Level Database. homepage_url: https://github.com/ESIPFed/LakePy repo_url: https://github.com/ESIPFed/LakePy logo: LakePy.svg crunchbase: https://www.crunchbase.com/organization/earth-science-information-partners extra: refs: ',https://zenodo.org/badge/latestdoi/322186575,http://doi.org/10.\n5281/zenodo.4415936\n\n##' - item: name: leaflet-velocity description: Create a canvas visualization layer for direction and intensity of arbitrary velocities (e.g. wind, ocean current). homepage_url: https://onaci.github.io/leaflet-velocity/ repo_url: https://github.com/onaci/leaflet-velocity logo: leaflet-velocity.svg extra: topics: leaflet,velocity,wind,water,ocean,current,weather,visualization,visualisation organization: name: CSIRO Oceans and Atmosphere - Coastal Informatics Team - item: name: LESbrary.jl description: Generating a library of ocean turbulence large eddy simulation data to train ocean and climate models. homepage_url: https://github.com/CliMA/LESbrary.jl repo_url: https://github.com/CliMA/LESbrary.jl logo: LESbrary.jl.svg organization: name: Climate Modeling Alliance - item: name: marineHeatWaves description: A module for Python which implements the Marine Heatwave definition of Hobday et al. (2016). homepage_url: https://github.com/ecjoliver/marineHeatWaves repo_url: https://github.com/ecjoliver/marineHeatWaves logo: marineHeatWaves.svg crunchbase: https://www.crunchbase.com/organization/dalhousie-university - item: name: MITgcm description: A flexible non-hydrostatic formulation that efficiently simulates fluid phenomena over a wide range of scales. homepage_url: http://mitgcm.org/ repo_url: https://github.com/MITgcm/MITgcm logo: MITgcm.svg extra: refs: ',https://doi.org/10.5281/zenodo.1409237' topics: ocean-modelling,mitgcm,gfd,automatic-differentiation,data-assimilation,exoplanets,climate-science organization: name: MITgcm - item: name: mocsy description: Routines to model ocean carbonate system thermodynamics. homepage_url: https://github.com/jamesorr/mocsy repo_url: https://github.com/jamesorr/mocsy logo: mocsy.svg crunchbase: https://www.crunchbase.com/organization/cea extra: refs: ',https://doi.org/10.5194/bg-12-1483-2015,https://doi.org/10.1016/j.marchem.2018.10.006' - item: name: Mohid description: >- A modular finite volumes water-modeling system written in ANSI-Fortran95 using an Object-oriented programming philosophy, integrating diverse mathematical models and supporting graphical user interfaces that manage all the pre- and post-processing. homepage_url: http://www.mohid.com repo_url: https://github.com/Mohid-Water-Modelling-System/Mohid logo: Mohid.svg extra: topics: catchment,circulation,estuary,mohid,ocean,watershed,fortran organization: name: MOHIDWater Modelling System - item: name: MOHID-Lagrangian description: Mainly developed for oceanographic and fluvial modeling, application to atmospheric and other planetary settings should be trivial. homepage_url: http://www.mohid.com repo_url: https://github.com/Mohid-Water-Modelling-System/MOHID-Lagrangian logo: MOHID-Lagrangian.svg extra: topics: fortran,lagrangian-ocean-modelling,oop,mohid,lagrangian,particle,faecal,tracer organization: name: MOHIDWater Modelling System - item: name: noaa_coops description: A Python wrapper for the NOAA CO-OPS Tides & Currents Data and Metadata APIs. homepage_url: https://github.com/GClunies/noaa_coops repo_url: https://github.com/GClunies/noaa_coops logo: noaa_coops.svg crunchbase: https://www.crunchbase.com/organization/surfline extra: topics: noaa,tidesandcurrents,tides,currents,metocean - item: name: oce description: An R package for oceanographic processing. homepage_url: http://dankelley.github.io/oce/ repo_url: https://github.com/dankelley/oce logo: oce.svg crunchbase: https://www.crunchbase.com/organization/dalhousie-university extra: refs: ',https://doi.org/10.21105/joss.03594' topics: oceanography,r - item: name: Ocean-Data-Map-Project description: A Data Visualization tool that enables users to discover and view 3D ocean model output quickly and easily. homepage_url: http://navigator.oceansdata.ca repo_url: https://github.com/DFO-Ocean-Navigator/Ocean-Data-Map-Project logo: Ocean-Data-Map-Project.svg extra: topics: science,ocean-model,oceanography,javascript,netcdf,python,ocean-navigator,gis,data-visualization organization: name: Ocean Navigator - item: name: Oceananigans.jl description: Fast and friendly fluid dynamics on CPUs and GPUs. homepage_url: https://clima.github.io/OceananigansDocumentation/stable repo_url: https://github.com/CliMA/Oceananigans.jl logo: Oceananigans.jl.svg extra: refs: ',https://doi.org/10.21105/joss.02018,https://doi.org/10.21105/joss.02018' topics: climate,ocean,fluid-dynamics,julia,gpu,climate-change,machine-learning,data-assimilation organization: name: Climate Modeling Alliance - item: name: OceanSpy description: An open source and user-friendly Python package that enables scientists and interested amateurs to analyze and visualize ocean model datasets. homepage_url: https://oceanspy.readthedocs.io repo_url: https://github.com/hainegroup/oceanspy logo: OceanSpy.svg extra: refs: ',https://doi.org/10.21105/joss.01506,https://doi.org/10.5281/zenodo.3270646\n,https://doi.org/10.21105/joss.01506\n\n' topics: oceanography,ocean,physical-oceanography organization: name: Thomas Haine Research Group - item: name: OpenDrift description: A software for modeling the trajectories and fate of objects or substances drifting in the ocean, or even in the atmosphere. homepage_url: https://opendrift.github.io repo_url: https://github.com/OpenDrift/opendrift logo: OpenDrift.svg extra: refs: ',https://doi.org/10.5281/zenodo.582321' topics: python,ocean-modelling,trajectory,ocean organization: name: OpenDrift - item: name: parcels description: Can be used to track passive and active particulates such as water, plankton, plastic and fish. homepage_url: http://www.oceanparcels.org repo_url: https://github.com/OceanParcels/parcels logo: parcels.svg crunchbase: https://www.crunchbase.com/organization/european-research-council extra: refs: ',https://doi.org/10.5194/gmd-2017-167*\n\nThe,https://doi.org/10.5194/gmd-12-3571-2019*\n\n###,https://doi.org/10.5281/zenodo.823561' topics: ocean-circulation-models,lagrangian-ocean-modelling,particles - item: name: ParFlow description: An open-source, modular, parallel watershed flow model. homepage_url: http://parflow.org repo_url: https://github.com/parflow/parflow logo: ParFlow.svg extra: refs: ',https://zenodo.org/search?page=1&size=20&q=parflow&version,https://doi.org/10.5281/zenodo.4816884' organization: name: Parflow - item: name: Pastas description: An open-source Python framework for the analysis of groundwater time series. homepage_url: http://pastas.readthedocs.io/ repo_url: https://github.com/pastas/pastas logo: Pastas.svg extra: refs: ',https://doi.org/10.5281/zenodo.1465866\n,http://doi.org/10.5281/zenodo.1465866\n\n' topics: hydrology,groundwater,python,timeseries,analysis,pastas organization: name: Pastas - item: name: PCR-GLOBWB_model description: A large-scale hydrological model intended for global to regional studies. homepage_url: https://github.com/UU-Hydro/PCR-GLOBWB_model repo_url: https://github.com/UU-Hydro/PCR-GLOBWB_model logo: PCR-GLOBWB_model.svg extra: refs: ',https://doi.org/10.5194/gmd-11-2429-2018,https://doi.org/10.5194/gmd-11-2429-2018' organization: name: UU-Hydro - item: name: podaacpy description: A Python utility library for interacting with NASA JPL's Physical Oceanography Distributed Active Archive Center. homepage_url: http://podaacpy.readthedocs.org/en/latest/ repo_url: https://github.com/nasa/podaacpy logo: podaacpy.svg crunchbase: https://www.crunchbase.com/organization/nasa extra: refs: ',https://doi.org/10.5281/zenodo.1751972\n' topics: nasa,nasa-data,science,oceanography,metadata,python,podaac - item: name: py-wave-runup description: >- A Python module which makes it easy for coastal engineers and scientists to test and use various empirical wave runup models which have been published in literature. homepage_url: https://github.com/chrisleaman/py-wave-runup repo_url: https://github.com/chrisleaman/py-wave-runup logo: py-wave-runup.svg crunchbase: https://www.crunchbase.com/organization/university-of-new-south-wales extra: refs: >- ,https://zenodo.org/badge/latestdoi/180274721\n\n,https://doi.org/10.5281/zenodo.2667464\n\n\nLicense\n--------\n\nDistributed,https://doi.org/10.1038/s41598-017-01362-7.\n,https://doi.org/10.1016/j.coastaleng.2005.12.005\n topics: coastal,coastal-modelling,coastal-engineering,beach,beaches - item: name: PyCO2SYS description: Marine carbonate system calculations in Python. homepage_url: https://pyco2sys.readthedocs.io/ repo_url: https://github.com/mvdh7/PyCO2SYS logo: PyCO2SYS.svg crunchbase: https://www.crunchbase.com/organization/nioz extra: refs: ',https://doi.org/10.5281/zenodo.3744275,https://doi.org/10.5194/gmd-15-15-2022,https://doi.org/10.5281/zenodo.3744275' - item: name: pyroms description: A collection of tools to process input and output files from the Regional Ocean Modeling System. homepage_url: https://github.com/ESMG/pyroms repo_url: https://github.com/ESMG/pyroms logo: pyroms.svg crunchbase: https://www.crunchbase.com/organization/university-of-alaska-fairbanks - item: name: qgs description: Models the dynamics of a 2-layer quasi-geostrophic channel atmosphere on a beta-plane, coupled to a simple land or shallow-water ocean component. homepage_url: https://github.com/Climdyn/qgs repo_url: https://github.com/Climdyn/qgs logo: qgs.svg extra: refs: >- ,https://zenodo.org/badge/latestdoi/246609584,https://doi.org/10.21105/joss.02597,https://doi.org/10.21105/joss.02597,https://doi.org/10.21105/joss.02597 topics: atmospheric-models,python,anaconda,meteorology,climate-variability,numba,ocean-atmosphere-model organization: name: RMIB - Dynamical Meteorology and Climatology - item: name: Raven description: Made to help scientists run hydrological modeling experiments with climate change projections. homepage_url: https://pavics-raven.readthedocs.io/en/latest/ repo_url: https://github.com/Ouranosinc/raven logo: Raven.svg crunchbase: https://www.crunchbase.com/organization/ouranos extra: refs: ',https://zenodo.org/badge/latestdoi/135511617\n' topics: hydrology,wps,pavics,gis,birdhouse - item: name: RHESSys description: The Regional Hydro-Ecologic Simulation System. homepage_url: https://github.com/RHESSys/RHESSys repo_url: https://github.com/RHESSys/RHESSys project_org: https://github.com/RHESSys logo: RHESSys.svg crunchbase: https://www.crunchbase.com/organization/university-of-california-santa-barbara - item: name: River Runner description: Visualize the path of a rain droplet from any point in the contiguous United States to its end point. homepage_url: https://river-runner-global.samlearner.com/ repo_url: https://github.com/sdl60660/river-runner logo: River Runner.svg crunchbase: https://www.crunchbase.com/organization/mapbox extra: topics: >- hydrology,mapping,usgs,usgs-data,usgs-api,visualization,data-visualization,mapbox,mapping-tools,svelte,river-runner,yellowstone-national-park,nhdplus,ocean,geology,3d,topography,nhdplus-data,mountain-features,sci-viz - item: name: river-dl description: Deep learning model for predicting environmental variables on river systems. homepage_url: https://github.com/USGS-R/river-dl repo_url: https://github.com/USGS-R/river-dl logo: river-dl.svg crunchbase: https://www.crunchbase.com/organization/usgs - item: name: RivGraph description: Extracting and quantifying graphical representations of river and delta channel networks from binary masks. homepage_url: https://veinsoftheearth.github.io/RivGraph/ repo_url: https://github.com/VeinsOfTheEarth/RivGraph logo: RivGraph.svg extra: refs: ',https://doi.org/10.21105/joss.02952' organization: name: Veins of the Earth - item: name: rivr description: Designed as an educational tool for students and instructors of undergraduate and graduate courses in open channel hydraulics. homepage_url: https://hydroecology.net/rivr repo_url: https://github.com/mkoohafkan/rivr logo: rivr.svg crunchbase: https://www.crunchbase.com/organization/u-s-army-corps-of-engineers extra: topics: hydraulics - item: name: rnoaa description: An R interface to many National Oceanic and Atmospheric Administration data sources. homepage_url: https://docs.ropensci.org/rnoaa repo_url: https://github.com/ropensci/rnoaa logo: rnoaa.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: noaa,climate,rstats,noaa-data,r,r-package - item: name: rrricanes description: An R library that extracts information from Atlantic and east Pacific hurricanes and tropical storms. homepage_url: https://docs.ropensci.org/rrricanes repo_url: https://github.com/ropensci/rrricanes logo: rrricanes.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: r,hurricane,weather,rstats,r-package,peer-reviewed - item: name: rwrfhydro description: A community-contributed tool box for managing, analyzing, and visualizing WRF Hydro (and HydroDART) input and output files in R. homepage_url: https://github.com/NCAR/rwrfhydro repo_url: https://github.com/NCAR/rwrfhydro logo: rwrfhydro.svg crunchbase: https://www.crunchbase.com/organization/ncar - item: name: seacarb description: An R package that calculates various parameters of the carbonate system in seawater. homepage_url: https://github.com/jpgattuso/seacarb-git repo_url: https://github.com/jpgattuso/seacarb-git logo: seacarb.svg crunchbase: https://www.crunchbase.com/organization/cnrs-university - item: name: SOILWAT2 description: An ecosystem water balance simulation model. homepage_url: https://github.com/DrylandEcology/SOILWAT2 repo_url: https://github.com/DrylandEcology/SOILWAT2 logo: SOILWAT2.svg extra: refs: ',https://zenodo.org/badge/latestdoi/9551524\n' organization: name: Dryland Ecology - item: name: tidyhydat description: An R package to import Water Survey of Canada hydrometric data and make it tidy. homepage_url: https://docs.ropensci.org/tidyhydat repo_url: https://github.com/ropensci/tidyhydat logo: tidyhydat.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://doi.org/10.21105/joss.00511,https://zenodo.org/badge/latestdoi/100978874,https://doi.org/10.21105/joss.00511' topics: r,tidy-data,government-data,water-resources,rstats,r-package,hydrology,hydrometrics,citz - item: name: TSG-QC description: Analysis and validation of underway Sea Surface Temperature and Sea Surface Salinity measurements from a SeaBird Thermosalinograph. homepage_url: https://git.outils-is.ird.fr/grelet/TSG-QC repo_url: null logo: TSG-QC.svg crunchbase: https://www.crunchbase.com/organization/inrae - item: name: VAPOR description: The Visualization and Analysis Platform for Ocean, Atmosphere and Solar Researchers. homepage_url: https://www.vapor.ucar.edu/ repo_url: https://github.com/NCAR/VAPOR logo: VAPOR.svg crunchbase: https://www.crunchbase.com/organization/ncar extra: refs: ',https://doi.org/10.5281/zenodo.7139693' topics: visualization,atmosphere,science - item: name: Veros description: Powerful tool that makes high-performance ocean modeling approachable and fun. homepage_url: https://veros.readthedocs.io repo_url: https://github.com/team-ocean/veros logo: Veros.svg extra: refs: ',https://zenodo.org/badge/latestdoi/87419383' topics: oceanography,python,parallel,multi-core,geophysics,jax,climate,distributed,gpu organization: name: TeamOcean - item: name: VIC description: A macroscale hydrologic model that solves full water and energy balances. homepage_url: http://vic.readthedocs.io repo_url: https://github.com/UW-Hydro/VIC logo: VIC.svg crunchbase: https://www.crunchbase.com/organization/university-of-washington extra: refs: ',https://zenodo.org/badge/latestdoi/7766/UW-Hydro/VIC,https://doi.org/10.5194/gmd-11-3481-2018,https://doi.org/10.5194/gmd-11-3481-2018' topics: hydrology,climate,land-surface,streamflow - item: name: visGWDB description: A framework for groundwater-level informatics. homepage_url: https://code.usgs.gov/map/gw/visGWDBmrva repo_url: https://code.usgs.gov/map/gw/visGWDBmrva license: Creative Commons Zero v1.0 Universal logo: visGWDB.svg crunchbase: https://www.crunchbase.com/organization/usgs - item: name: WaterDetect description: >- End-to-end algorithm to generate open water cover mask, specially conceived for L2A Sentinel 2 imagery from MAJA1 processor, without any a priori knowledge on the scene. homepage_url: https://github.com/cordmaur/WaterDetect repo_url: https://github.com/cordmaur/WaterDetect logo: WaterDetect.svg crunchbase: https://www.crunchbase.com/organization/brazilgovernment extra: refs: >- ,https://zenodo.org/badge/latestdoi/224832878,https://doi.org/10.1016/j.rse.2020.112209.\n\n##,https://doi.org/10.1016/j.rse.2010.03.002.\n\n(2),https://doi.org/10.1016/j.rse.2020.112209.\n\n - item: name: Wflow description: >- A Julia package that provides a hydrological modeling framework, as well as several different vertical and lateral concepts that can be used to run hydrological simulations. homepage_url: https://deltares.github.io/Wflow.jl/dev/ repo_url: https://github.com/Deltares/Wflow.jl logo: Wflow.svg crunchbase: https://www.crunchbase.com/organization/deltares extra: refs: ',https://zenodo.org/badge/latestdoi/246787232' topics: wflow,julia,hydrology,hydrological-modelling,hydrodynamics - item: name: WRF-Hydro description: A community modeling system and framework for hydrologic modeling and model coupling. homepage_url: https://ral.ucar.edu/projects/wrf_hydro repo_url: https://github.com/NCAR/wrf_hydro_nwm_public logo: WRF-Hydro.svg crunchbase: https://www.crunchbase.com/organization/ncar extra: refs: ',https://doi.org/10.5281/zenodo.3625237' topics: modeling,hydrologic-modeling,hydrology,earth-science,wrf-hydro,fortran - item: name: wrfhydropy description: Provides an end-to-end python interface to support reproducible research and construction of workflows involving the WRF-Hydro model. homepage_url: https://github.com/NCAR/wrf_hydro_py repo_url: https://github.com/NCAR/wrf_hydro_py logo: wrfhydropy.svg crunchbase: https://www.crunchbase.com/organization/ncar - subcategory: name: Atmosphere items: - item: name: Chemical Lagrangian Model of the Stratosphere description: A world leader in simulating exchange processes in the atmosphere across transport barriers such as stratosphere-troposphere exchange. homepage_url: https://jugit.fz-juelich.de/clams repo_url: https://jugit.fz-juelich.de/clams/CLaMS license: GNU General Public License v3.0 logo: Chemical Lagrangian Model of the Stratosphere.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich - item: name: Elefridge.jl description: Compressing atmospheric data into its real information. homepage_url: https://github.com/esowc/Elefridge.jl repo_url: https://github.com/esowc/Elefridge.jl logo: Elefridge.jl.svg crunchbase: https://www.crunchbase.com/organization/ecmwf extra: topics: data-compression,information-theory,weather-forecast,climate-data,entropy - item: name: Fluid Earth description: Open-source Visualization of Weather and Climate Data. homepage_url: https://fluid-earth.byrd.osu.edu/#smode=false repo_url: https://github.com/byrd-polar/fluid-earth logo: Fluid Earth.svg crunchbase: https://www.crunchbase.com/organization/the-ohio-state-university extra: topics: webgl,webgl2,earth,ohio-state-university,byrd,fever,atmosphere,oceans - item: name: FluxEngine description: An open source atmosphere ocean gas flux data processing toolbox. homepage_url: https://github.com/oceanflux-ghg/FluxEngine repo_url: https://github.com/oceanflux-ghg/FluxEngine logo: FluxEngine.svg crunchbase: https://www.crunchbase.com/organization/european-space-agency-f580 extra: refs: >- ,https://doi.org/10.5194/os-15-1707-2019,https://doi.org/10.18160/vmt4-4563\n\nHolding,https://doi.org/10.5194/essd-12-3269-2020,https://doi.org/10.1038/s41467-020-18203-3,https://doi.org/10.1002/fee.2129\n\nWoolf,https://doi.org/10.1029/2018GB006041\n\nHolding,https://doi.org/10.5194/os-15-1707-2019\n\nHenson,https://doi.org/10.5194/os-15-1707-2019 - item: name: gcpy description: A Python-based toolkit containing useful functions for working specifically with the GEOS-Chem model of atmospheric chemistry and composition. homepage_url: https://github.com/geoschem/gcpy repo_url: https://github.com/geoschem/gcpy logo: gcpy.svg extra: topics: >- python,cloud-computing,visualization-tools,geos-chem,atmospheric-modelling,atmospheric-chemistry,scientific-computing,plotting-in-python,benchmarking,python-toolkit,xarray,cartopy,plots,numpy organization: name: GEOS-Chem - item: name: GEOS-Chem description: >- Advance understanding of human and natural influences on the environment through a comprehensive, state-of-the-science, readily accessible global model of atmospheric composition. homepage_url: https://github.com/geoschem/geos-chem repo_url: https://github.com/geoschem/geos-chem logo: GEOS-Chem.svg extra: refs: ',https://doi.org/10.5281/zenodo.1343546' topics: geos-chem,cloud-computing,atmospheric-modelling,atmospheric-chemistry,aws,scientific-computing,atmospheric-composition organization: name: GEOS-Chem - item: name: GRAL description: Provides a CFD model for the flow calculation around buildings or micrsocale terrain structures. homepage_url: https://gral.tugraz.at/ repo_url: https://github.com/GralDispersionModel/GRAL project_org: https://github.com/GralDispersionModel logo: GRAL.svg crunchbase: https://www.crunchbase.com/organization/graz-university-of-technology - item: name: ICAR description: A simplified atmospheric model designed primarily for climate downscaling, atmospheric sensitivity tests, and hopefully educational uses. homepage_url: https://github.com/NCAR/icar repo_url: https://github.com/NCAR/icar logo: ICAR.svg crunchbase: https://www.crunchbase.com/organization/ncar extra: topics: icar,netcdf,climate,downscaling,regional-climate-model,precipitation - item: name: Isca description: A framework for the idealized modeling of the global circulation of planetary atmospheres at varying levels of complexity and realism. homepage_url: https://execlim.github.io/IscaWebsite repo_url: https://github.com/ExeClim/Isca logo: Isca.svg extra: refs: ',https://doi.org/10.5194/gmd-11-843-2018' topics: planetary-atmospheres,atmospheric-science,atmospheric-modelling,geophysical-fluid-dynamics,climate-model organization: name: Exeter Climate Systems - item: name: lowtran description: Atmospheric absorption extinction, scatter and irradiance model in Python and Matlab. homepage_url: https://github.com/space-physics/lowtran repo_url: https://github.com/space-physics/lowtran logo: lowtran.svg extra: refs: ',https://doi.org/10.5281/zenodo.213475' topics: atmosphere,atmospheric-modelling,fortran,lowtran,python,matlab,matlab-python-interface,geoscience,f2py organization: name: Space Physics - item: name: maja description: An atmospheric correction and cloud screening software. homepage_url: https://gitlab.orfeo-toolbox.org/maja/maja repo_url: https://github.com/CNES/MAJA logo: maja.svg crunchbase: https://www.crunchbase.com/organization/cnes extra: refs: ',https://doi.org/10.5281/zenodo.1209633\n\n' topics: maja,remote-sensing,earth-observation,cloud-detection,atmospheric-correction,sentinel-2 - item: name: Massive-Parallel Trajectory Calculations description: A Lagrangian particle dispersion model for the analysis of atmospheric transport processes in the free troposphere and stratosphere. homepage_url: https://github.com/slcs-jsc/mptrac repo_url: https://github.com/slcs-jsc/mptrac logo: Massive-Parallel Trajectory Calculations.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich extra: refs: >- ,https://doi.org/10.5281/zenodo.4400597,https://doi.org/10.5194/gmd-15-2731-2022,https://doi.org/10.1002/2015JD023749,https://doi.org/10.5281/zenodo.4400597 topics: >- atmospheric-modelling,dispersion-model,stratosphere,trajectories,dispersion,atmospheric-science,climate,climate-science,troposphere,meteorology,high-performance-computing - item: name: met.3D description: Interactive three-dimensional visualization of numerical ensemble weather predictions and similar numerical atmospheric model datasets. homepage_url: https://gitlab.com/wxmetvis/met.3d repo_url: https://gitlab.com/wxmetvis/met.3d logo: met.3D.svg crunchbase: https://www.crunchbase.com/organization/university-of-hamburg - item: name: mHM description: The mesoscale Hydrological Model. homepage_url: https://mhm.pages.ufz.de/mhm repo_url: https://git.ufz.de/mhm/mhm logo: mHM.svg crunchbase: https://www.crunchbase.com/organization/helmholtz - item: name: MiMA description: 'Model of an idealized Moist Atmosphere: Intermediate-complexity General Circulation Model with full radiation.' homepage_url: http://mjucker.github.io/MiMA/ repo_url: https://github.com/mjucker/MiMA logo: MiMA.svg crunchbase: https://www.crunchbase.com/organization/university-of-new-south-wales extra: refs: ',https://doi.org/10.5281/zenodo.597136' topics: fortran,gcm,climate-model,atmospheric-science,atmospheric-modelling - item: name: Mission Support System description: A collaboration server to plan atmospheric research flights. homepage_url: https://open-mss.github.io repo_url: https://github.com/Open-MSS/MSS logo: Mission Support System.svg crunchbase: https://www.crunchbase.com/organization/deutsches-zentrum-f%C3%BCr-neurodegenerative-erkrankungen-dzne extra: refs: ',https://doi.org/10.5281/zenodo.6572620' topics: mission-support-system,flight-planning,python,conda-forge - item: name: OasisPiWind description: PiWind is a wind storm model for a small area of the UK. homepage_url: https://oasislmf.github.io repo_url: https://github.com/OasisLMF/OasisPiWind logo: OasisPiWind.svg organization: name: Oasis Loss Modelling Framework - item: name: PyBox description: A Python based box-model generator and simulator designed for atmospheric chemistry and aerosol studies. homepage_url: https://github.com/loftytopping/PyBox repo_url: https://github.com/loftytopping/PyBox logo: PyBox.svg crunchbase: https://www.crunchbase.com/organization/university-of-manchester extra: refs: ',https://doi.org/10.21105/joss.00755,https://doi.org/10.21105/joss.00755,https://doi.org/10.21105/joss.00755\n' topics: chemistry,numba,fortran,atmospheric-science - item: name: PyCHAM description: CHemistry with Aerosol Microphysics in Python box model for Windows, Linux and Mac. homepage_url: https://github.com/simonom/PyCHAM repo_url: https://github.com/simonom/PyCHAM logo: PyCHAM.svg crunchbase: https://www.crunchbase.com/organization/university-of-manchester extra: refs: >- ,https://doi.org/10.21105/joss.01918,https://doi.org/10.5194/gmd-14-675-2021,https://doi.org/10.5194/acp-3-161-2003,https://doi.org/10.5194/acp-3-161-2003,https://doi.org/10.5194/gmd-14-675-2021,https://doi.org/10.5194/gmd-14-675-2021 topics: atmospheric-modelling,scipy,chemical-scheme,aerosol-microphysics,aerosol-chambers - item: name: pyglow description: A Python module that wraps several upper atmosphere climatological models written in FORTRAN. homepage_url: https://github.com/timduly4/pyglow repo_url: https://github.com/timduly4/pyglow logo: pyglow.svg crunchbase: https://www.crunchbase.com/organization/spire - item: name: pyvortex description: Equivalent Latitude and polar vortex edge calculation using Nash criteria. homepage_url: https://github.com/pankajkarman/pyvortex repo_url: https://github.com/pankajkarman/pyvortex logo: pyvortex.svg crunchbase: https://www.crunchbase.com/organization/karlsruhe-institute-of-technology - item: name: RRTMGP.jl description: A Julia implementation of Rapid and accurate Radiative Transfer Model for General Circulation Models. homepage_url: https://github.com/CliMA/RRTMGP.jl repo_url: https://github.com/CliMA/RRTMGP.jl logo: RRTMGP.jl.svg organization: name: Climate Modeling Alliance - item: name: SCREAM description: A global atmosphere model targeted towards 3 km ("cloud resolving") resolution. homepage_url: https://github.com/E3SM-Project/scream repo_url: https://github.com/E3SM-Project/scream project_org: https://github.com/E3SM-Project logo: SCREAM.svg crunchbase: https://www.crunchbase.com/organization/us-department-of-energy extra: topics: climate,atmosphere-model,kokkos,gcm,hpc,cxx,e3sm - item: name: splitr description: We can determine, from one or more receptor sites, where arriving air masses originated. homepage_url: https://github.com/rich-iannone/splitr repo_url: https://github.com/rich-iannone/splitr logo: splitr.svg crunchbase: https://www.crunchbase.com/organization/rstudio extra: refs: ',https://zenodo.org/badge/latestdoi/20543/rich-iannone/SplitR' topics: modeling,atmosphere,trajectory-model,dispersion-model - category: name: Climate and Earth Science subcategories: - subcategory: name: Earth and Climate Modeling items: - item: name: Analysis-Ready, Cloud Optimized ERA5 description: A global history of the climate highly accessible in the cloud. homepage_url: https://cloud.google.com/storage/docs/public-datasets/era5 repo_url: https://github.com/google-research/ARCO-ERA5 logo: Analysis-Ready, Cloud Optimized ERA5.svg crunchbase: https://www.crunchbase.com/organization/google extra: refs: ',https://doi.org/10.1017/CBO9780511734458,https://doi.org/10.1017/CBO9780511802270,https://doi.org/10.1175/JHM-D-21-0195.1' topics: cloud-optimized,ecmwf,era5,zarr,open-science - item: name: atlas description: A library for numerical weather prediction and climate modeling. homepage_url: https://sites.ecmwf.int/docs/atlas repo_url: https://github.com/ecmwf/atlas logo: atlas.svg crunchbase: https://www.crunchbase.com/organization/ecmwf extra: refs: ',https://doi.org/10.1016/j.cpc.2017.07.006,https://doi.org/10.1016/j.cpc.2017.07.006",\nurl' - item: name: canadaHCD description: Access Canadian Historical Climate Data from R. homepage_url: https://github.com/gavinsimpson/canadaHCD repo_url: https://github.com/gavinsimpson/canadaHCD logo: canadaHCD.svg crunchbase: https://www.crunchbase.com/organization/government-of-canada - item: name: CDSAPI.jl homepage_url: https://juliaclimate.github.io/CDSAPI.jl repo_url: https://github.com/JuliaClimate/CDSAPI.jl logo: CDSAPI.jl.svg organization: name: JuliaClimate - item: name: chirps description: >- A quasi-global high-resolution rainfall data set, which incorporates satellite imagery and in-situ station data to create gridded rainfall time series for trend analysis and seasonal drought monitoring. homepage_url: https://docs.ropensci.org/chirps/ repo_url: https://github.com/ropensci/chirps logo: chirps.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://zenodo.org/badge/latestdoi/225693680,https://doi.org/10.1038/sdata.2015.66,https://doi.org/10.1175/JCLI-D-18-0698.1' topics: climatology,precipitation-data,rstats,chirps - item: name: CLIMA Land description: Everything within the Land model (Soil Plant Atmosphere Module, Land Hydrology, etc). homepage_url: https://github.com/CliMA/Land repo_url: https://github.com/CliMA/Land logo: CLIMA-Land.svg extra: refs: ',https://doi.org/10.5194/gmd-14-6741-2021,https://doi.org/10.1016/j.rse.2021.112497,https://doi.org/10.5194/bg-19-29-2022' topics: soil-plant-atmosphere,fluorescence,canopy,sif,julia,land-surface-model organization: name: Climate Modeling Alliance - item: name: CLIMADA description: >- Stands for CLIMate ADAptation and is a probabilistic natural catastrophe impact model, that also calculates averted damage (benefit) thanks to adaptation measures of any kind (from grey to green infrastructure, behavioural, etc.). homepage_url: https://climada.ethz.ch/ repo_url: https://github.com/CLIMADA-project/climada_python project_org: https://github.com/CLIMADA-project logo: CLIMADA.svg crunchbase: https://www.crunchbase.com/organization/eth-zurich extra: refs: >- ,https://zenodo.org/badge/latestdoi/112729129,https://zenodo.org/search?page=1&size=20&q=climada,https://doi.org/10.5194/gmd-12-3085-2019\n\nBresch,https://doi.org/10.5194/gmd-14-351-2021\n\nPlease - item: name: ClimateBase.jl description: A Julia package offering basic functionality for analyzing data that are typically in the form used by climate sciences. homepage_url: https://juliaclimate.github.io/ClimateBase.jl/dev/ repo_url: https://github.com/JuliaClimate/ClimateBase.jl logo: ClimateBase.jl.svg extra: topics: climate,data,analysis,spatiotemporal,julia,hacktoberfest organization: name: JuliaClimate - item: name: climatedataguide description: >- Search and access 212 datasets covering the Atmosphere, Ocean, Land and more. Explore climate indices, reanalyses and satellite data and understand their application to climate model metrics. homepage_url: https://climatedataguide.ucar.edu/ repo_url: null logo: climatedataguide.svg crunchbase: https://www.crunchbase.com/organization/ncar - item: name: climateforcing description: An incomplete toolbox of scripts and modules used for analysis of climate models and climate data. homepage_url: https://github.com/chrisroadmap/climateforcing repo_url: https://github.com/chrisroadmap/climateforcing logo: climateforcing.svg extra: refs: >- ,https://doi.org/10.5281/zenodo.4621058\n,https://doi.org/10.1002/2014JD021710.\n-,https://doi.org/10.1175/JCLI4143.1\n\n\natmos,https://doi.org/10.1175/2009JCLI3466.1\n-,https://doi.org/10.1175/JCLI-D-12-00195.1\n-,https://doi.org/10.1175/JCLI-D-12-00196.1\n-,https://doi.org/10.1088/1748-9326/aad2e4\n\n\nutci,https://doi.org/10.1007/s00484-011-0454-1\n\n\nutils organization: name: Chris Smith - item: name: ClimateMachine.jl description: 'Climate Machine: an Earth System Model that automatically learns from data.' homepage_url: https://clima.github.io/ClimateMachine.jl/latest/ repo_url: https://github.com/CliMA/ClimateMachine.jl logo: ClimateMachine.jl.svg crunchbase: https://www.crunchbase.com/organization/massachusetts-institute-of-technology-mit extra: refs: ',https://zenodo.org/badge/latestdoi/162166244\n\nFor' topics: climate,climate-change,julia,gpu - item: name: ClimateMARGO.jl description: A Julia implementation of MARGO, an idealized framework for optimization of climate change control strategies. homepage_url: https://github.com/ClimateMARGO/ClimateMARGO.jl repo_url: https://github.com/ClimateMARGO/ClimateMARGO.jl logo: ClimateMARGO.jl.svg organization: name: ClimateMARGO - item: name: ClimateModels.jl description: Uniform interface to climate models of varying complexity and completeness. homepage_url: https://gaelforget.github.io/ClimateModels.jl/dev/ repo_url: https://github.com/gaelforget/ClimateModels.jl logo: ClimateModels.jl.svg crunchbase: https://www.crunchbase.com/organization/massachusetts-institute-of-technology-mit extra: refs: ',https://zenodo.org/badge/latestdoi/260379066' topics: climate,data,data-science,git,interface,julia,modeling,parameters,atmosphere,cmip,ecco,ipcc,mitgcm,ocean,workflow - item: name: ClimateSatellite.jl description: Julia package that downloads measurements and observational of climate satellite mission data. homepage_url: https://github.com/JuliaClimate/ClimateSatellite.jl repo_url: https://github.com/JuliaClimate/ClimateSatellite.jl logo: ClimateSatellite.jl.svg extra: topics: climate,climate-analysis,climate-science,gpm-imerg organization: name: JuliaClimate - item: name: ClimateSERV description: >- This web application allows development practitioners, scientists/researchers, and government decision-makers to visualize and download historical rainfall data, vegetation condition data, and 180-day forecasts of rainfall and temperature to improve understanding of, and make improved decisions for, issues related to agriculture and water availability. homepage_url: https://climateserv.servirglobal.net/ repo_url: https://github.com/SERVIR/ClimateSERV2 additional_repos: - repo_url: https://github.com/SERVIR/ClimateSERV - repo_url: https://github.com/SERVIR/ClimateSERVpy - repo_url: https://github.com/SERVIR/ClimateSERV-2.0-Server - repo_url: https://github.com/SERVIR/ClimateSERV-UI - repo_url: https://github.com/SERVIR/ClimateSERV-2.0-Client-Admin logo: ClimateSERV.svg crunchbase: https://www.crunchbase.com/organization/servir-global extra: topics: climate,servir,servirglobal,climateserv,ndvi,esi,emodis,imerg,chirps - item: name: ClimateTools.jl description: >- A collection of commonly-used tools in climate science. Basics of climate field analysis are covered, with some forays into exploratory techniques associated with climate scenarios design. homepage_url: https://juliaclimate.github.io/ClimateTools.jl/stable/ repo_url: https://github.com/JuliaClimate/ClimateTools.jl logo: ClimateTools.jl.svg extra: refs: ',https://zenodo.org/badge/latestdoi/76293821' topics: climate-indices,climate-science,netcdf-files,julia,parallel-computing,multiple-threads,timeseries,climate-analysis,bias-correction organization: name: JuliaClimate - item: name: Climate_Indices description: >- Contains Python implementations of various climate index algorithms which provide a geographical and temporal picture of the severity of precipitation and temperature anomalies useful for climate monitoring and research. homepage_url: https://climate-indices.readthedocs.io/ repo_url: https://github.com/monocongo/climate_indices logo: Climate_Indices.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration - item: name: climlab description: A Python package for process-oriented climate modeling. homepage_url: https://climlab.readthedocs.io/ repo_url: https://github.com/climlab/climlab logo: climlab.svg twitter: https://twitter.com/ualbany crunchbase: https://www.crunchbase.com/organization/university-at-albany-the-state-university-of-new-york extra: refs: >- ,https://doi.org/10.21105/joss.00659\n\n\nDependencies\n-----------------\n\nThese,https://doi.org/10.21105/joss.00659\n,https://zenodo.org/badge/latestdoi/24968065\n topics: python,climate-model,educational-software,climate-science - item: name: climpred description: >- Aims to be the primary package used to analyze output from initialized dynamical forecast models, ranging from short-term weather forecasts to long-term climate forecasts. homepage_url: https://climpred.readthedocs.io repo_url: https://github.com/pangeo-data/climpred logo: climpred.svg extra: refs: ',https://doi.org/10.5281/zenodo.4556085\n' topics: python,climate,climate-analysis,prediction,xarray,dask,pangeo,forecasting,s2s,s2d organization: name: Pangeo - item: name: CliMT description: A Toolkit for building Earth system models in Python. homepage_url: https://climt.readthedocs.io repo_url: https://github.com/CliMT/climt project_org: https://github.com/CliMT logo: CliMT.svg crunchbase: https://www.crunchbase.com/organization/stockholm-university extra: refs: ',https://zenodo.org/badge/latestdoi/74854230\n' topics: atmospheric-modelling,climate-model,python - item: name: CMEPS description: >- The Community Mediator for Earth Prediction Systems (CMEPS) is a NUOPC-compliant Mediator component used for coupling Earth system model component. homepage_url: https://escomp.github.io/CMEPS/ repo_url: https://github.com/ESCOMP/CMEPS logo: CMEPS.svg organization: name: Earth System Community Modeling Portal - item: name: cmip56_forcing_feedback_ecs description: >- Effective climate sensitivity, effective 2xCO2 radiative forcing, and radiative feedbacks for all CMIP5 and CMIP6 models that have published output from abrupt CO2 quadrupling experiments. homepage_url: https://github.com/mzelinka/cmip56_forcing_feedback_ecs repo_url: https://github.com/mzelinka/cmip56_forcing_feedback_ecs logo: cmip56_forcing_feedback_ecs.svg crunchbase: https://www.crunchbase.com/organization/lawrence-livermore-national-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/259409949' - item: name: CMIP6 Datasets description: >- Provides an access to the outputs of the current phase 6 of the Coupled Model Intercomparison Project (CMIP). CMIP6 global climate models give a base to (almost) all we may know for the climate of the future. homepage_url: https://pcmdi.github.io/CMIP6/ repo_url: https://github.com/PCMDI/pcmdi.github.io logo: CMIP6 Datasets.svg crunchbase: https://www.crunchbase.com/organization/lawrence-livermore-national-laboratory - item: name: CRU TS description: >- The gridded archive of the Climatic Research Unit (University of East Anglia) and NCAS. The dataset was derived by the interpolation of monthly climate observations from extensive networks of weather stations. homepage_url: https://crudata.uea.ac.uk/cru/data/hrg/ repo_url: null license: Open Government Licence logo: CRU TS.svg crunchbase: https://www.crunchbase.com/organization/university-of-east-anglia - item: name: DALES - Dutch Atmospheric Large Eddy Simulation description: Dutch Atmospheric Large-Eddy Simulation model. homepage_url: https://github.com/dalesteam/dales/wiki/ repo_url: https://github.com/dalesteam/dales project_org: https://github.com/dalesteam logo: DALES.svg crunchbase: https://www.crunchbase.com/organization/knmi extra: refs: ',https://zenodo.org/badge/latestdoi/32735454,https://doi.org/10.5194/gmd-3-415-2010,https://doi.org/10.1007/s10546-016-0182-5' - item: name: DeepDownscaling description: Deep learning approaches for statistical downscaling in climate. homepage_url: https://github.com/SantanderMetGroup/DeepDownscaling repo_url: https://github.com/SantanderMetGroup/DeepDownscaling logo: DeepDownscaling.svg extra: refs: ',https://doi.org/10.5281/zenodo.3461087' organization: name: Santander Meteorology Group (UC-CSIC) - item: name: downscaleR description: >- An R package for empirical-statistical downscaling focusing on daily data and covering the most popular approaches (bias correction, Model Output Statistics, Perfect Prognosis) and techniques (e.g. quantile mapping, regression, analogs, neural networks). homepage_url: https://github.com/SantanderMetGroup/climate4R repo_url: https://github.com/SantanderMetGroup/downscaleR logo: downscaleR.svg extra: refs: ',https://doi.org/10.5281/zenodo.3277316,https://doi.org/10.1016/j.envsoft.2018.09.009\nCheck,http://doi.org/10.1016/j.cliser.2017.07.001\n\n\n' organization: name: Santander Meteorology Group (UC-CSIC) - item: name: Dragonfly description: Legacy dragonfly plugin for large-scale climate and urban heat island modeling. homepage_url: https://github.com/ladybug-tools/dragonfly-legacy repo_url: https://github.com/ladybug-tools/dragonfly-core additional_repos: - repo_url: https://github.com/ladybug-tools/dragonfly-legacy logo: Dragonfly for Grasshopper.svg crunchbase: https://www.crunchbase.com/organization/ladybug-tools - item: name: E-OBS description: The detailed gridded observations data archive for the whole of Europe. homepage_url: https://www.ecad.eu/download/ensembles/download.php repo_url: null logo: E-OBS.svg crunchbase: https://www.crunchbase.com/organization/met-office - item: name: E3SM description: A state-of-the-art fully coupled model of the Earth's climate including important biogeochemical and cryospheric processes. homepage_url: https://e3sm.org repo_url: https://github.com/E3SM-Project/E3SM logo: E3SM.svg crunchbase: https://www.crunchbase.com/organization/us-department-of-energy extra: topics: climate-model,climate-science,climate,fortran,e3sm,snl-applications - item: name: ECMWF Reanalyses description: A collection of reanalysis datasets produced the European Centre for Medium-Range Weather Forecasts (ERA family). homepage_url: https://www.ecmwf.int/en/forecasts/datasets/browse-reanalysis-datasets repo_url: null logo: ECMWF Reanalyses.svg crunchbase: https://www.crunchbase.com/organization/ecmwf - item: name: ecmwfr description: >- Provides easy access to the European Centre for Medium-Range Weather Forecasts web API services and Copernicus Climate Data Store from within R, matching and expanding upon the ECMWF Python tools. homepage_url: https://bluegreen-labs.github.io/ecmwfr/ repo_url: https://github.com/bluegreen-labs/ecmwfr logo: ecmwfr.svg extra: refs: ',https://zenodo.org/badge/latestdoi/156325084,http://doi.org/10.5281/zenodo.2647531.\n\n##,http://doi.org/10.5281/zenodo.2647531.\n\n##' topics: copernicus,cds,ecmwf-api,ecmwf-services,climate-data organization: name: BlueGreen Labs - item: name: ECRAD description: A radiation scheme suitable for use in atmospheric weather and climate models. homepage_url: https://confluence.ecmwf.int/display/ECRAD repo_url: https://github.com/ecmwf-ifs/ecrad logo: ECRAD.svg crunchbase: https://www.crunchbase.com/organization/ecmwf - item: name: ERA-NUTS description: A set of time-series of meteorological variables based on Copernicus Climate Change Service ERA5 reanalysis. homepage_url: https://github.com/energy-modelling-toolkit/era-nuts-code repo_url: https://github.com/energy-modelling-toolkit/era-nuts-code logo: ERA-NUTS.svg crunchbase: https://www.crunchbase.com/organization/joint-research-centre extra: refs: ',https://doi.org/10.5281/zenodo.2650191,https://doi.org/10.5281/zenodo.2650191,https://doi.org/10.5281/zenodo.2650191' - item: name: esa-climate-from-space description: >- The role of the Climate from Space application is to increase the visibility of the Climate Change Initiative programme and the role of ESA satellite data in climate science. homepage_url: https://cfs.climate.esa.int repo_url: https://github.com/ubilabs/esa-climate-from-space logo: esa-climate-from-space.svg crunchbase: https://www.crunchbase.com/organization/european-space-agency-f580 - item: name: ESMF description: >- The Earth System Modeling Framework is a suite of software tools for developing high-performance, multi-component Earth science modeling applications. homepage_url: https://github.com/esmf-org/esmf repo_url: https://github.com/esmf-org/esmf logo: ESMF.svg organization: name: Earth System Modeling Framework - item: name: ESMValTool description: A community diagnostic and performance metrics tool for routine evaluation of Earth system models in World Climate Research Programme. homepage_url: https://www.esmvaltool.org repo_url: https://github.com/ESMValGroup/ESMValTool logo: ESMValTool.svg extra: refs: ',https://doi.org/10.5281/zenodo.3401363' organization: name: ESMValGroup - item: name: FAIR description: Finite Amplitude Impulse-Response simple climate-carbon-cycle model. homepage_url: https://fair.readthedocs.io repo_url: https://github.com/OMS-NetZero/FAIR project_org: https://github.com/OMS-NetZero logo: FAIR.svg crunchbase: https://www.crunchbase.com/organization/university-of-leeds-england extra: refs: ',https://doi.org/10.5194/gmd-11-2273-2018,https://doi.org/10.5281/zenodo.1247898\n' - item: name: ForestGEO description: This public repository is a portal for climate data and information for ForestGEO sites. homepage_url: https://forestgeo.github.io/Climate/ repo_url: https://github.com/forestgeo/Climate logo: ForestGEO.svg crunchbase: https://www.crunchbase.com/organization/smithsonian-institution extra: refs: ',https://zenodo.org/badge/latestdoi/83330500,https://zenodo.org/badge/latestdoi/83330500' - item: name: GeoRegions.jl homepage_url: https://juliaclimate.github.io/GeoRegions.jl repo_url: https://github.com/JuliaClimate/GeoRegions.jl logo: GeoRegions.jl.svg organization: name: JuliaClimate - item: name: gis4wrf description: >- A free and open source QGIS plug-in to help researchers and practitioners with their Advanced Research Weather Research and Forecasting modeling workflows. homepage_url: https://gis4wrf.github.io repo_url: https://github.com/GIS4WRF/gis4wrf project_org: https://github.com/GIS4WRF logo: gis4wrf.svg crunchbase: https://www.crunchbase.com/organization/university-of-reading extra: refs: >- ,https://doi.org/10.1016/j.envsoft.2018.10.018,https://doi.org/10.5281/zenodo.1288569,https://doi.org/10.1016/j.envsoft.2018.10.018,https://doi.org/10.5281/zenodo.1288569 topics: >- qgis-plugin,wrf,wps,weather,nwp,atmospheric-science,atmospheric-modelling,gis,python,plotting,meteorology,netcdf,grib,scientific-computing,scientific-computations,academia,urban-planning,simulation,air-quality,forecasting-models - item: name: global-workflow description: Global Superstructure/Workflow currently supporting the Finite-Volume on a Cubed-Sphere Global Forecast System. homepage_url: https://github.com/NOAA-EMC/global-workflow repo_url: https://github.com/NOAA-EMC/global-workflow logo: global-workflow.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration - item: name: hector description: An open source, object-oriented, simple global climate carbon-cycle model. homepage_url: https://jgcri.github.io/hector repo_url: https://github.com/JGCRI/hector logo: hector.svg crunchbase: https://www.crunchbase.com/organization/pacific-northwest-national-laboratory extra: topics: climate-model,hector,science,climate,climate-change - item: name: hn2016_falwa description: A Python library for computing Finite-Amplitude Local Wave Activity from climate data. homepage_url: https://hn2016-falwa.readthedocs.io/en/latest/ repo_url: https://github.com/csyhuang/hn2016_falwa logo: hn2016_falwa.svg crunchbase: https://www.crunchbase.com/organization/university-of-chicago extra: refs: ',https://zenodo.org/badge/latestdoi/63908662,https://doi.org/10.1126/science.aat0721' topics: hacktoberfest,science,science-research,climate-analysis,python,climate-data-analysis,climate-data,climate,climate-science - item: name: IndividualDisplacements.jl homepage_url: https://juliaclimate.github.io/IndividualDisplacements.jl repo_url: https://github.com/JuliaClimate/IndividualDisplacements.jl logo: IndividualDisplacements.jl.svg organization: name: JuliaClimate - item: name: INMET.jl homepage_url: https://juliaclimate.github.io/INMET.jl repo_url: https://github.com/JuliaClimate/INMET.jl logo: INMET.jl.svg organization: name: JuliaClimate - item: name: MDTF-diagnostics description: Analysis framework and collection of process-oriented diagnostics for weather and climate simulations. homepage_url: https://github.com/NOAA-GFDL/MDTF-diagnostics repo_url: https://github.com/NOAA-GFDL/MDTF-diagnostics logo: MDTF-diagnostics.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration extra: refs: ',https://doi.org/10.22033/ESGF/CMIP6.8594\n\nKrasting,https://doi.org/10.22033/ESGF/CMIP6.8597\n\nE,https://doi.org/10.1175/BAMS-D-18-0042.1' - item: name: MERRA-2 Reanalysis description: Produced by NASA Global Modeling and Assimilation Office (GMAO). Apart of the surface observations assimilates space-based ones as well. homepage_url: https://disc.sci.gsfc.nasa.gov/datasets?keywords=%22MERRA-2%22 repo_url: null logo: MERRA- 2 Reanalysis.svg crunchbase: https://www.crunchbase.com/organization/nasa - item: name: MeshArrays.jl homepage_url: https://juliaclimate.github.io/MeshArrays.jl repo_url: https://github.com/JuliaClimate/MeshArrays.jl logo: MeshArrays.jl.svg organization: name: JuliaClimate - item: name: MetSim description: A meteorological simulator and forcing disaggregator for hydrologic modeling and climate applications. homepage_url: http://metsim.readthedocs.io/ repo_url: https://github.com/UW-Hydro/MetSim logo: MetSim.svg crunchbase: https://www.crunchbase.com/organization/university-of-washington extra: refs: >- ,https://doi.org/10.21105/joss.02042,https://zenodo.org/badge/latestdoi/69834400,https://doi.org/10.21105/joss.02042\n\nOr,https://doi.org/10.21105/joss.02042 topics: meteorology,disaggregation,hydrology,climate,mtclim - item: name: MOM5 description: A numerical ocean model based on the hydrostatic primitive equations. Development of the model is managed through this GitHub site. homepage_url: https://mom-ocean.github.io/ repo_url: https://github.com/mom-ocean/MOM5 logo: MOM5.svg organization: name: Modular Ocean Model (Community Supported Version) - item: name: MOM6 description: A numerical representation of the ocean fluid with applications from the process scale to the planetary circulation scale. homepage_url: https://github.com/NOAA-GFDL/MOM6 repo_url: https://github.com/NOAA-GFDL/MOM6 logo: MOM6.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration - item: name: MPAS description: >- The Model for Prediction Across Scales is a collaborative project for developing atmosphere, ocean, and other earth-system simulation components for use in climate, regional climate, and weather studies. homepage_url: https://github.com/MPAS-Dev/MPAS-Model repo_url: https://github.com/MPAS-Dev/MPAS-Model project_org: https://github.com/MPAS-Dev logo: MPAS.svg crunchbase: https://www.crunchbase.com/organization/los-alamos-national-laboratory - item: name: NOAA PSL Reanalyses description: A public reanalysis collection of the NOAA Physical Sciences Laboratory (NCEP, NARR, 20th Century Reanalysis). homepage_url: https://psl.noaa.gov/data/gridded/reanalysis/index.html repo_url: null logo: NOAA PSL Reanalyses.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration - item: name: NorESM description: Norwegian Earth System Model and Documentation. homepage_url: https://NorESM-docs.readthedocs.io/en/latest repo_url: https://github.com/NorESMhub/NorESM logo: NorESM.svg extra: refs: ',https://doi.org/10.5281/zenodo.3905091' topics: noresm,cesm,norwegian organization: name: Norwegian Earth System Modeling hub - item: name: Pangeo description: A community platform for Big Data geoscience. homepage_url: http://pangeo.io repo_url: https://github.com/pangeo-data/pangeo logo: pangeo.svg extra: topics: hacktoberfest organization: name: Pangeo - item: name: pygac description: A Python package to read and calibrate NOAA and Metop AVHRR GAC and LAC data. homepage_url: https://pygac.readthedocs.org/ repo_url: https://github.com/pytroll/pygac logo: pygac.svg extra: refs: ',https://doi.org/10.5281/zenodo.5832775' topics: satellite,gac,lac,noaa,avhrr,tiros,metop,radiometric,calibration,navigation,climate,hacktoberfest organization: name: Pytroll - item: name: pyhector description: A Python interface for the simple global climate carbon-cycle model Hector. homepage_url: http://pyhector.readthedocs.io/en/latest/ repo_url: https://github.com/openclimatedata/pyhector logo: pyhector.svg extra: refs: ',https://doi.org/10.5194/gmd-8-939-2015,https://doi.org/10.21105/joss.00248\n,https://zenodo.org/record/1194599\n' topics: climate-model,hector-model,python-wrapper organization: name: Open Climate Data - item: name: pylandtemp description: Global land surface temperature and emissivity from NASA's Landsat satellite images. homepage_url: https://github.com/pylandtemp/pylandtemp repo_url: https://github.com/pylandtemp/pylandtemp logo: pylandtemp.svg extra: topics: >- remote-sensing,geospatial,satellite-images,satellite-data,python,geodata,landsat-data,satellite-imagery-analysis,landsat-8,landsat,nasa-data,nasa-api,raster,climate,earth-observation,earth-science,image-processing organization: name: pylandtemp - item: name: Pymagicc description: A Python wrapper around the reduced complexity climate model. homepage_url: https://pymagicc.readthedocs.io/ repo_url: https://github.com/openscm/pymagicc logo: Pymagicc.svg extra: refs: >- ,https://zenodo.org/record/1111815\n,https://doi.org/10.5194/acp-11-1417-2011,https://doi.org/10.5194/acp-11-1417-2011,https://doi.org/10.21105/joss.00516,https://doi.org/10.21105/joss.00516,https://doi.org/10.5281/zenodo.1111815 topics: climate-model,magicc-model,python-wrapper organization: name: OpenSCM - item: name: pymt description: A Python toolkit for running and coupling Earth surface models. homepage_url: https://github.com/csdms/pymt repo_url: https://github.com/csdms/pymt logo: pymt.svg organization: name: Community Surface Dynamics Modeling System - item: name: pyOSOAA description: A python interface for the Ocean Successive Orders with Atmosphere radiative transfer. homepage_url: https://pyosoaa.readthedocs.io/ repo_url: https://github.com/fnemina/pyOSOAA logo: pyOSOAA.svg crunchbase: https://www.crunchbase.com/organization/comision-nacional-de-mercado-de-valores extra: topics: radiative-transfer,radiative-transfer-models,ocean-sciences,atmospheric-science - item: name: RegESM description: >- Regional Earth System Model is designed to be a state-of-art coupled modeling system that allows using variety of different earth system model components as well as their integration with co-processing tool. homepage_url: https://github.com/uturuncoglu/RegESM repo_url: https://github.com/uturuncoglu/RegESM logo: RegESM.svg crunchbase: https://www.crunchbase.com/organization/ncar extra: refs: ',https://zenodo.org/badge/latestdoi/7665906,https://doi.org/10.1145/3364228.3364231,https://doi.org/10.5194/gmd-12-233-2019' topics: esmf,atmosphere,ocean,coupled,regional,roms,regcm,mitgcm - item: name: sedproxy description: An R package for modeling sediment archived climate proxy records. homepage_url: https://earthsystemdiagnostics.github.io/sedproxy/ repo_url: https://github.com/EarthSystemDiagnostics/sedproxy logo: sedproxy.svg extra: refs: ',https://doi.org/10.5194/cp-2018-13' organization: name: EarthSystemDiagnostics - item: name: STAC.jl homepage_url: https://juliaclimate.github.io/STAC.jl repo_url: https://github.com/JuliaClimate/STAC.jl logo: STAC.jl.svg organization: name: JuliaClimate - item: name: TECA description: The Toolkit for Extreme Climate Analysis, contains a collection of climate anlysis algorithms targetted at extreme event detection and analysis. homepage_url: https://github.com/LBL-EESA/TECA repo_url: https://github.com/LBL-EESA/TECA logo: TECA.svg crunchbase: https://www.crunchbase.com/organization/lawrence-berkeley-national-laboratory extra: refs: ',https://doi.org/10.5281/zenodo.6640287' - item: name: The Community Earth System Model description: >- Composed of separate models simultaneously simulating the Earth's atmosphere, ocean, land, river run-off, land-ice, and sea-ice, plus one central coupler/moderator component, it allows researchers to conduct fundamental research into the Earth's past, present, and future climate states. homepage_url: http://www.cesm.ucar.edu/ repo_url: https://github.com/ESCOMP/CESM logo: The Community Earth System Model.svg crunchbase: https://www.crunchbase.com/organization/ncar extra: topics: climate,climate-model,ncar - item: name: The Flexible Modeling System description: >- A software framework for supporting the efficient development, construction, execution, and scientific interpretation of atmospheric, oceanic, and climate system models. homepage_url: https://github.com/NOAA-GFDL/FMS repo_url: https://github.com/NOAA-GFDL/FMS logo: The Flexible Modeling System.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration extra: topics: gfdl,climate-model,fms,climate,infrastructure,netcdf,fortran - item: name: The Global Environmental Multiscale Model description: >- An integrated forecasting and data assimilation system developed by the Atmospheric Numerical Prediction Research Section, Meteorological Research Division, of Environment and Climate Change Canada. homepage_url: https://github.com/ECCC-ASTD-MRD/gem repo_url: https://github.com/ECCC-ASTD-MRD/gem logo: The Global Environmental Multiscale Model.svg extra: topics: numerical-weather-prediction,nwp,meteorology organization: name: Meteorological Research Informatics Services - item: name: WRF second_path: - WETOStack / Numerical weather prediction description: A state-of-the-art atmospheric modeling system designed for both meteorological research and numerical weather prediction. homepage_url: https://github.com/wrf-model/WRF repo_url: https://github.com/wrf-model/WRF logo: WRF.svg crunchbase: https://www.crunchbase.com/organization/university-corporation-for-atmospheric-research extra: topics: wrf,weather,climate,forecast,nwp,model,simulation,fortran - item: name: wrf-python description: A collection of diagnostic and interpolation routines for use with output from the Weather Research and Forecasting Model. homepage_url: https://github.com/NCAR/wrf-python repo_url: https://github.com/NCAR/wrf-python logo: wrf-python.svg crunchbase: https://www.crunchbase.com/organization/ncar - item: name: xgcm description: A Python package for analyzing general circulation model output data. homepage_url: http://xgcm.readthedocs.org repo_url: https://github.com/xgcm/xgcm project_org: https://github.com/xgcm logo: xgcm.svg extra: refs: ',https://zenodo.org/badge/latestdoi/41581350\n' topics: climate-model,gridded-data,python,finite-volume organization: name: xgcm - subcategory: name: Radiative Transfer items: - item: name: ARTS description: A radiative transfer model for the millimeter and sub-millimeter spectral range. homepage_url: https://www.radiativetransfer.org/ repo_url: https://github.com/atmtools/arts logo: ARTS.svg extra: topics: radiative-transfer,atmospheric-science,cpp organization: name: ARTS - item: name: Eradiate description: A next-generation radiative transfer model for Earth observation applications. homepage_url: https://www.eradiate.eu repo_url: https://github.com/eradiate/eradiate project_org: https://github.com/eradiate logo: Eradiate.svg extra: topics: radiative-transfer,earth-observation organization: name: Rayference - item: name: Juelich Rapid Spectral Simulation Code description: >- The Juelich Rapid Spectral Simulation Code (JURASSIC) is a fast infrared radiative transfer model for the analysis of atmospheric remote sensing measurements. homepage_url: https://github.com/slcs-jsc/jurassic repo_url: https://github.com/slcs-jsc/jurassic logo: Juelich Rapid Spectral Simulation Code.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich extra: refs: >- ,https://doi.org/10.5281/zenodo.4572889,https://doi.org/10.5194/gmd-15-1855-2022,https://doi.org/10.1029/2008JD011241,https://doi.org/10.5194/acp-8-3671-2008,https://doi.org/10.5281/zenodo.4572889 topics: radiative-transfer,remote-sensing,infrared,stratosphere,troposphere,meteorology,atmospheric-science,atmosphere,high-performance-computing - item: name: libRadtran description: A collection of C and Fortran functions and programs for calculation of solar and thermal radiation in the Earth's atmosphere. homepage_url: http://www.libradtran.org/ repo_url: https://github.com/ns-bak/libradtran logo: libRadtran.svg crunchbase: https://www.crunchbase.com/organization/ludwig-maximilians-universit%C3%A4t-m%C3%BCnchen - item: name: Line-By-Line Radiative Transfer Model (LBLRTM) description: >- Line-By-Line Radiative Transfer Model is an accurate and efficient line-by-line radiative transfer model derived from the Fast Atmospheric Signature Code. homepage_url: https://github.com/AER-RC/LBLRTM repo_url: https://github.com/AER-RC/LBLRTM logo: LBLRTM.svg crunchbase: https://www.crunchbase.com/organization/atmospheric-and-environmental-research--inc- extra: refs: >- ,https://zenodo.org/record/4019178,https://zenodo.org/record/4019178/files/aer_v_3.8.1.tar.gz?download=1,https://zenodo.org/record/4019178,https://zenodo.org/record/4019178,https://zenodo.org/record/4019178,https://zenodo.org/record/4019178 topics: radiative-transfer,radiative-transfer-models,atmospheric-modelling - item: name: Py6S description: A Python interface to the 6S Radiative Transfer Model. homepage_url: https://py6s.readthedocs.io/ repo_url: https://github.com/robintw/Py6S logo: Py6S.svg crunchbase: https://www.crunchbase.com/organization/university-of-southampton extra: topics: python,radiative-transfer,science,satellite,atmosphere,remote-sensing - item: name: RTE+RRTMGP description: A set of codes for computing radiative fluxes in planetary atmospheres. homepage_url: https://earth-system-radiation.github.io/rte-rrtmgp/ repo_url: https://github.com/earth-system-radiation/rte-rrtmgp project_org: https://github.com/earth-system-radiation logo: RTE+RRTMGP.svg crunchbase: https://www.crunchbase.com/organization/university-of-colorado extra: refs: ',https://doi.org/10.1029/2019MS001621' topics: radiative-transfer,climate-model - item: name: Tenstream description: A 3D radiative transfer solver for earth system models. homepage_url: https://github.com/tenstream/tenstream/wiki repo_url: https://github.com/tenstream/tenstream project_org: https://github.com/tenstream logo: Tenstream.svg extra: topics: >- radiative-transfer,atmospheric-science,atmospheric-modelling,large-eddy-simulation,numerical-weather-prediction,simulation,atmosphere,atmosphere-model,radiation,radiative-transfer-models organization: name: Tenstream Radiative Transfer Model - item: name: vSmartMOM.jl description: A full end-to-end modular software suite for radiative transfer and related atmospheric analysis. homepage_url: https://remotesensingtools.github.io/vSmartMOM.jl/ repo_url: https://github.com/RemoteSensingTools/vSmartMOM.jl logo: RadiativeTransfer.jl.svg crunchbase: https://www.crunchbase.com/organization/caltech - subcategory: name: Meteorological Observation and Forecast items: - item: name: AWIPS description: >- The Advanced Weather Interactive Processing System is a meteorological display and analysis package originally developed by the National Weather Service and Raytheon. homepage_url: http://unidata.github.io/awips2/ repo_url: https://github.com/Unidata/awips2 logo: AWIPS.svg crunchbase: https://www.crunchbase.com/organization/university-corporation-for-atmospheric-research extra: topics: >- meteorology,forecasting,hdf5,gempak,data-visualization,data-server,awips,java,spring,python,httpd-server,postgresql,hibernate,python-awips,cave,awips-data,edex,foss - item: name: climate description: The goal of the climate R package is to automatize downloading of meteorological and hydrological data from publicly available repositories. homepage_url: https://bczernecki.github.io/climate/ repo_url: https://github.com/bczernecki/climate logo: climate.svg crunchbase: https://www.crunchbase.com/organization/iqdata extra: refs: ',https://doi.org/10.3390/su12010394"\n\nLaTeX/BibTeX' topics: climate,climate-data,meteorological-data,meteorology,ogimet,imgw,sounding,r,noaa-data,r-package - item: name: MetPy description: A collection of tools in Python for reading, visualizing and performing calculations with weather data. homepage_url: https://unidata.github.io/MetPy repo_url: https://github.com/Unidata/MetPy logo: MetPy.svg crunchbase: https://www.crunchbase.com/organization/university-corporation-for-atmospheric-research extra: topics: python,atmospheric-science,meteorology,weather,plotting,scientific-computations,hodograph,skew-t,weather-data,hacktoberfest - item: name: metR description: Several functions and utilities that make R better for handling meteorological data in the tidy data paradigm. homepage_url: https://eliocamp.github.io/metR/ repo_url: https://github.com/eliocamp/metR logo: metR.svg crunchbase: https://www.crunchbase.com/organization/university-of-buenos-aires extra: refs: ',https://zenodo.org/badge/latestdoi/96357263' topics: r,atmospheric-science - item: name: Open-Meteo description: Global weather API for non-commercial use with hourly weather forecast. homepage_url: https://open-meteo.com repo_url: https://github.com/open-meteo/open-meteo logo: Open-Meteo.svg extra: topics: weather-api,weather,weather-forecast organization: name: Open-Meteo - item: name: rdwd description: An R package to select, download and read climate data from the German Weather Service. homepage_url: https://bookdown.org/brry/rdwd repo_url: https://github.com/brry/rdwd logo: rdwd.svg extra: refs: ',https://doi.org/10.1016/j.scitotenv.2018.02.241,https://doi.org/10.5675/HyWa_2017,3_1' organization: name: Berry Boessenkool - item: name: stationaRy description: Get hourly meteorological data from one of thousands of global stations. homepage_url: http://rich-iannone.github.io/stationaRy/ repo_url: https://github.com/rich-iannone/stationaRy logo: stationaRy.svg crunchbase: https://www.crunchbase.com/organization/rstudio extra: topics: r,met-data,dataset,global - item: name: weathercan description: >- This package makes it easier to search for and download multiple months/years of historical weather data from the Environment and Climate Change Canada (ECCC) website. homepage_url: https://docs.ropensci.org/weathercan repo_url: https://github.com/ropensci/weathercan logo: weathercan.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://zenodo.org/badge/latestdoi/60650396,https://doi.org/10.21105/joss.00571' topics: weather-data,environment-canada,weather-downloader,r,rstats,r-package,peer-reviewed - item: name: wetterdienst description: Trying to make access to weather data in Python feel like a warm summer breeze. homepage_url: https://wetterdienst.readthedocs.io/ repo_url: https://github.com/earthobservations/wetterdienst logo: wetterdienst.svg extra: refs: ',https://zenodo.org/badge/latestdoi/160953150\n' topics: >- deutscher-wetterdienst,germany,open-source,open-data,historical-data,time-series,dwd,radar,weather,weatherservice,weather-forecast,weather-api,weather-station,eccc,canada,data,united-states,uk,hydrology,meteorology organization: name: earthobservations - subcategory: name: Climate Data Processing and Access items: - item: name: aospy description: A Python package for automated analysis and management of gridded climate data. homepage_url: https://aospy.readthedocs.io/ repo_url: https://github.com/spencerahill/aospy logo: aospy.svg crunchbase: https://www.crunchbase.com/organization/lamont-doherty-earth-observatory extra: refs: ',https://zenodo.org/badge/latestdoi/37231620\n' topics: python,xarray,netcdf,science,climate - item: name: AR6-WG1-Data-Compilation description: >- Compiles the data into a uniform, csv-based data format following the standard established by the Integrated Assessment Modeling Consortium and used by IPCC WG3. homepage_url: https://github.com/openscm/AR6-WG1-Data-Compilation repo_url: https://github.com/openscm/AR6-WG1-Data-Compilation logo: AR6-WG1-Data-Compilation.svg organization: name: OpenSCM - item: name: ATLAS description: Datasets, code and virtual workspace for the Climate Change ATLAS. homepage_url: https://github.com/SantanderMetGroup/ATLAS repo_url: https://github.com/SantanderMetGroup/ATLAS logo: atlas2.svg extra: refs: ',https://doi.org/10.5194/essd-12-2959-2020' topics: climate4r,ipcc-regions,climate-change-atlas,cmip6,cordex,warming-levels organization: name: Santander Meteorology Group (UC-CSIC) - item: name: bomrang description: Australian government Bureau of Meteorology (BOM) data client for R. homepage_url: https://docs.ropensci.org/bomrang repo_url: https://github.com/ropensci/bomrang logo: bomrang.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://doi.org/10.5281/zenodo.598301' topics: >- bom,meteorological-data,weather-forecast,australia,weather,weather-data,meteorology,r,rstats,australia-bureau-of-meteorology,r-package,peer-reviewed - item: name: Cate description: A software for ingesting, operating on and visualizing all ESA Climate Change Initiative data. homepage_url: https://github.com/CCI-Tools/cate repo_url: https://github.com/CCI-Tools/cate logo: Cate.svg extra: topics: python,conda,climate,esa,cci organization: name: ESA CCI Toolbox (Cate) - item: name: cdsapi description: Python API to access the Copernicus Climate Data Store. homepage_url: https://github.com/ecmwf/cdsapi repo_url: https://github.com/ecmwf/cdsapi logo: cdsapi.svg crunchbase: https://www.crunchbase.com/organization/ecmwf - item: name: CF Conventions description: The conventions for CF (Climate and Forecast) metadata are designed to promote the processing and sharing of files created with the NetCDF API. homepage_url: http://cfconventions.org/cf-conventions/cf-conventions repo_url: https://github.com/cf-convention/cf-conventions project_org: https://github.com/cf-convention logo: cf-conventions.svg organization: name: CF Conventions - item: name: cf-python description: A CF-compliant Earth Science data analysis library. homepage_url: http://ncas-cms.github.io/cf-python repo_url: https://github.com/NCAS-CMS/cf-python logo: cf-python.svg crunchbase: https://www.crunchbase.com/organization/natural-environment-research-council extra: refs: ',https://doi.org/10.5281/zenodo.3894533,https://doi.org/10.21105/joss.02717,https://doi.org/10.5194/gmd-10-4619-2017' topics: cf,metadata,netcdf,um,pp,cfdm,cfunits,data-analysis,earth-science,python - item: name: cfgrib description: A Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes. homepage_url: https://github.com/ecmwf/cfgrib repo_url: https://github.com/ecmwf/cfgrib logo: cfgrib.svg crunchbase: https://www.crunchbase.com/organization/ecmwf extra: topics: meteorology,grib - item: name: CliFlo description: Easily download and visualise climate data from New Zealand's National Climate Database. homepage_url: https://docs.ropensci.org/clifro repo_url: https://github.com/ropensci/clifro logo: CliFlo.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: r,climate-data,climate-stations,national-climate-database,zealand,kml,windrose,weather,rstats,r-package - item: name: climaemet description: An interface to download the climatic data of the Spanish Meteorological Agency directly from R using their API and create scientific graphs. homepage_url: https://ropenspain.github.io/climaemet/ repo_url: https://github.com/rOpenSpain/climaemet logo: climaemet.svg extra: refs: ',https://doi.org/10.5281/zenodo.5205573,https://doi.org/10.5281/zenodo.5205573' topics: science,data,climate,aemet,r,rstats,cran,r-package,ropenspain organization: name: rOpenSpain - item: name: Climate categories description: Commonly used codes, categories, terminologies, and nomenclatures used in climate policy analysis in a nice Python package. homepage_url: https://climate-categories.readthedocs.io/ repo_url: https://github.com/pik-primap/climate_categories logo: Climate categories.svg extra: refs: ',https://doi.org/10.5281/zenodo.4590232\n\nCommonly,https://doi.org/10.5281/zenodo.5727646\n' topics: climate-change,climate-data organization: name: PRIMAP - item: name: Climate Data Store Toolbox description: Dive into this wealth of information about the Earth's past, present and future climate. homepage_url: https://cds.climate.copernicus.eu/toolbox/doc/index.html repo_url: null logo: Climate Data Store Toolbox.svg crunchbase: https://www.crunchbase.com/organization/european-union - item: name: Climate Data Store Toolbox for MATLAB description: This toolbox allows you to easily access data and download hundreds of data sets associated with climate change for analysis in MATLAB. homepage_url: https://github.com/mathworks/climatedatastore repo_url: https://github.com/mathworks/climatedatastore logo: Climate Data Store Toolbox for MATLAB.svg crunchbase: https://www.crunchbase.com/organization/mathworks extra: topics: climate-data,matlab,matlab-toolbox,data-science,data-analysis,climate - item: name: Climate Model Output Rewriter description: Produce CF-compliant netCDF files that fulfill the requirements of many of the climate community's standard model experiments. homepage_url: https://github.com/PCMDI/cmor repo_url: https://github.com/PCMDI/cmor logo: Climate Model Output Rewriter.svg extra: refs: ',https://doi.org/10.5281/zenodo.7015697' topics: cmip6,cmor3,prepare,esgf organization: name: Program for Climate Model Diagnosis and Intercomparison - item: name: climate4R description: >- A bundle of R packages for transparent climate data access, post-processing (including data collocation and bias correction / downscaling) and visualization. homepage_url: https://github.com/SantanderMetGroup/climate4R repo_url: https://github.com/SantanderMetGroup/climate4R logo: climate4R.svg extra: refs: >- ,https://doi.org/10.1016/j.envsoft.2018.09.009,http://doi.org/10.1016/j.cliser.2017.07.001,http://doi.org/10.1016/j.envsoft.2017.09.008,https://doi.org/10.1016/j.envsoft.2019.07.005,https://doi.org/10.5194/gmd-2019-224,http://doi.org/10.1016/j.cliser.2017.04.001,http://doi.org/10.1016/j.cliser.2017.07.001,http://doi.org/10.1016/j.envsoft.2017.09.008,http://doi.org/10.1016/j.cliser.2017.04.001 organization: name: Santander Meteorology Group (UC-CSIC) - item: name: climateR description: An R package for getting point and gridded climate data by AOI. homepage_url: https://mikejohnson51.github.io/climateR-intro/ repo_url: https://github.com/mikejohnson51/climateR logo: climateR.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration extra: refs: ',https://zenodo.org/badge/latestdoi/158620263' topics: climate,rstats,weather,aoi,geospatial,gridded-climate-data,dataset - item: name: climetlab description: >- A Python package aiming at simplifying access to climate and meteorological datasets, allowing users to focus on science instead of technical issues such as data access and data formats. homepage_url: https://github.com/ecmwf/climetlab repo_url: https://github.com/ecmwf/climetlab logo: climetlab.svg crunchbase: https://www.crunchbase.com/organization/ecmwf - item: name: climpact description: Calculate the ET-SCI climate extremes indices. homepage_url: https://github.com/ARCCSS-extremes/climpact repo_url: https://github.com/ARCCSS-extremes/climpact logo: climpact.svg crunchbase: https://www.crunchbase.com/organization/australian-research-council - item: name: clisops description: Climate simulation operations. homepage_url: https://clisops.readthedocs.io/en/latest/ repo_url: https://github.com/roocs/clisops logo: clisops.svg extra: topics: xarray,climate-analysis,climate-science,python,netcdf4,xclim organization: name: roocs - remote operations on climate simulations - item: name: cmip6-downscaling description: Climate downscaling using CMIP6 data. homepage_url: https://docs.carbonplan.org/cmip6-downscaling repo_url: https://github.com/carbonplan/cmip6-downscaling logo: cmip6-downscaling.svg organization: name: carbonplan - item: name: Data wrangling for the "IEA Net Zero by 2050" Roadmap description: Transform data supporting the IEA Netzero2050 Roadmap (2021) to the IAMC format. homepage_url: https://github.com/danielhuppmann/iea-netzero2050-datawrangler repo_url: https://github.com/danielhuppmann/iea-netzero2050-datawrangler logo: data_wrangling.svg crunchbase: https://www.crunchbase.com/organization/international-institute-for-applied-systems-analysis - item: name: DeepSphere description: Learning on the sphere with a graph-based ConvNet. homepage_url: https://arxiv.org/abs/2012.15000 repo_url: https://github.com/deepsphere/deepsphere-pytorch logo: DeepSphere.svg extra: refs: ',https://doi.org/10.5281/zenodo.3243380,https://doi.org/10.5281/zenodo.2839355,https://doi.org/10.5281/zenodo.3777976' topics: graph-neural-networks,spherical-geometry,sphere,climate-science,pytorch,deepsphere organization: name: DeepSphere - item: name: easyclimate description: Easy access to high-resolution daily climate data for Europe. homepage_url: https://verughub.github.io/easyclimate/ repo_url: https://github.com/VeruGHub/easyclimate logo: easyclimate.svg crunchbase: https://www.crunchbase.com/organization/harvard-university extra: refs: ',https://doi.org/10.1002/joc.4436,https://doi.org/10.1002/joc.4436' topics: r-package,climate-data,europe - item: name: epwshiftr description: Create future EnergyPlus Weather files using CMIP6 data. homepage_url: https://ideas-lab-nus.github.io/epwshiftr/ repo_url: https://github.com/ideas-lab-nus/epwshiftr logo: epwshiftr.svg crunchbase: https://www.crunchbase.com/organization/national-university-of-singapore extra: topics: climate-change,energyplus,epw,esgf,cmip6 - item: name: esd description: Designed for climate and weather data analysis, empirical-statistical downscaling, and visualisation. homepage_url: https://github.com/metno/esd repo_url: https://github.com/metno/esd logo: esd.svg organization: name: Norwegian Meteorological Institute - item: name: Geoclimate description: Geospatial processing toolbox for environmental and climate studies. homepage_url: https://github.com/orbisgis/geoclimate repo_url: https://github.com/orbisgis/geoclimate logo: Geoclimate.svg extra: topics: gis,climate-change,environment organization: name: OrbisGIS - item: name: getCRUCLdata description: Provides functions that automate importing CRU CL v. 2.0 climatology data into R. homepage_url: https://docs.ropensci.org/getCRUCLdata repo_url: https://github.com/ropensci/getCRUCLdata logo: getCRUCLdata.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://doi.org/10.5281/zenodo.466812' topics: >- cru,climate-data,cru-cl2,temperature,rainfall,elevation,r,data-access,wind,relative-humidity,solar-radiation,diurnal-temperature,frost,rstats,r-package,peer-reviewed - item: name: GSODR description: Global Surface Summary of the Day Weather Data Client for R. homepage_url: https://docs.ropensci.org/GSODR repo_url: https://github.com/ropensci/GSODR logo: GSODR.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://doi.org/10.5281/zenodo.439850' topics: >- r,weather-data,gsod,ncdc,weather-stations,global-data,data-access,ncei,weather,weather-information,historical-weather,historical-data,daily-data,daily-weather,rstats,r-package - item: name: h5netcdf description: >- A Python interface for the netCDF4 file format that reads and writes local or remote HDF5 files directly via h5py or h5pyd, without relying on the Unidata netCDF library. homepage_url: https://h5netcdf.org repo_url: https://github.com/h5netcdf/h5netcdf logo: h5netcdf.svg extra: topics: python,netcdf,hdf5,h5py organization: name: Kai Mühlbauer - item: name: hockeystick description: Make essential Climate Change datasets easily available to non-climate experts. homepage_url: https://cortinah.github.io/hockeystick/ repo_url: https://github.com/cortinah/hockeystick logo: hockeystick.svg extra: topics: >- climate-data,ggplot2,climate-change,climate,warming-stripes,noaa,sea-ice,temperature-data,sea-levels,carbon-dioxide-data,climate-science,rstats,carbon-emissions,carbon organization: name: Hernando Cortina - item: name: hyfo description: Mainly focuses on data process and visualization in hydrology and climate forecasting. homepage_url: http://yuanchao-xu.github.io/hyfo/ repo_url: https://github.com/Yuanchao-Xu/hyfo logo: hyfo.svg crunchbase: https://www.crunchbase.com/organization/ey-japan extra: topics: climate,forecasting-models,netcdf4,hydrology,maps,climate-forecasting,cran - item: name: icclim description: Python library for climate indices and climate indicators calculation. homepage_url: https://icclim.readthedocs.io/en/latest/ repo_url: https://github.com/cerfacs-globc/icclim logo: icclim.svg crunchbase: https://www.crunchbase.com/organization/european-commission extra: refs: ',https://zenodo.org/badge/latestdoi/15936714\n' topics: calculation-climate,climate-indices,python,climate-indicators,netcdf,climate-simulations,python-library,python-package,xclim,xarray,icclim - item: name: IceVarFigs description: Weather and climate graphics for science communication. homepage_url: https://zacklabe.com/ repo_url: https://github.com/zmlabe/IceVarFigs logo: IceVarFigs.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration extra: refs: ',https://zenodo.org/badge/latestdoi/107888830' topics: arctic-sea-ice,sea-ice-thickness,climate-change,scicomm,climate-variability - item: name: Intake-esm description: An intake plugin for parsing an Earth System Model catalog and loading assets into xarray datasets. homepage_url: https://intake-esm.readthedocs.io repo_url: https://github.com/intake/intake-esm logo: Intake-esm.svg extra: refs: ',https://doi.org/10.5281/zenodo.3491062\n' topics: cmip6,data-catalog,pangeo,earth-system-model,data-access,intake,climate-datasets,cesm-lens,hacktoberfest organization: name: Intake - item: name: IPCC AR6 Chapter 9 Figures description: Code and data for all figures from Chapter 9 of the IPCC AR6. homepage_url: https://github.com/IPCC-WG1/Chapter-9 repo_url: https://github.com/IPCC-WG1/Chapter-9 logo: IPCC AR6 Chapter 9 Figures.svg extra: refs: ',https://zenodo.org/record/5217365#.YR0ZX9NKjqR' organization: name: IPCC-WG1 - item: name: ipcc_sr15_scenario_analysis description: Scenario analysis notebooks for the IPCC Special Report on Global Warming of 1.5°C. homepage_url: https://data.ene.iiasa.ac.at/sr15_scenario_analysis repo_url: https://github.com/iiasa/ipcc_sr15_scenario_analysis logo: ipcc_sr15_scenario_analysis.svg crunchbase: https://www.crunchbase.com/organization/international-institute-for-applied-systems-analysis extra: refs: ',https://doi.org/10.1038/s41558-018-0317-4,https://doi.org/10.5281/zenodo.3363345,https://doi.org/10.22022/SR15/08-2018.15428' topics: ipcc,sr15,climate-change,climate-change-mitigation,scenario,pathway-analysis,integrated-assessment - item: name: JuliaClimate Notebooks description: Notebooks that show Julia packages related to climate working in concert. homepage_url: https://juliaclimate.github.io/Notebooks/ repo_url: https://github.com/JuliaClimate/Notebooks logo: JuliaClimate Notebooks.svg organization: name: JuliaClimate - item: name: loadeR description: An R package for climate data access building on the NetCDF-Java API. homepage_url: https://github.com/SantanderMetGroup/climate4R repo_url: https://github.com/SantanderMetGroup/loadeR logo: loadeR.svg extra: refs: >- ,https://doi.org/10.1016/j.envsoft.2018.09.009\nCheck,https://doi.org/10.5194/gmd-13-1711-2020\n\n\n**,http://doi.org/10.1016/j.cliser.2017.07.001\n\n**,http://doi.org/10.1016/j.cliser.2017.04.001\n organization: name: Santander Meteorology Group (UC-CSIC) - item: name: MeteoInfo description: GIS and scientific computation environment for meteorological community. homepage_url: http://www.meteothink.org/ repo_url: https://github.com/meteoinfo/MeteoInfo logo: MeteoInfo.svg extra: refs: ',https://zenodo.org/badge/latestdoi/172686439,http://doi.org/10.5334/jors.267\n\nGet' topics: gis,scientific,scientific-computing,meteorology,java,jython organization: name: MeteoInfo - item: name: Meteostat Python description: Access and analyze historical weather and climate data with Python. homepage_url: https://dev.meteostat.net/python/ repo_url: https://github.com/meteostat/meteostat-python logo: Meteostat Python.svg extra: topics: weather,weather-station,climate,climate-change,climate-data,statistics,open-data,data-science,meteostat,weather-data organization: name: Meteostat - item: name: Miranda description: A modern Python utility library for climate data collection and management. homepage_url: https://github.com/Ouranosinc/miranda repo_url: https://github.com/Ouranosinc/miranda logo: Miranda.svg crunchbase: https://www.crunchbase.com/organization/ouranos extra: topics: climate,netcdf,archiving,collection,management - item: name: NASAaccess description: >- An R package that can generate gridded ASCII tables of climate (CIMP5) and weather data (GPM, TRMM, GLDAS) needed to drive various hydrological models (e.g. SWAT, VIC, RHESSys). homepage_url: https://github.com/nasa/NASAaccess repo_url: https://github.com/nasa/NASAaccess logo: NASAaccess.svg crunchbase: https://www.crunchbase.com/organization/nasa - item: name: NCL description: The NCAR Command Language is a scripting language for the analysis and visualization of climate and weather data. homepage_url: http://www.ncl.ucar.edu repo_url: https://github.com/NCAR/ncl logo: NCL.svg crunchbase: https://www.crunchbase.com/organization/ncar - item: name: NCO description: Manipulates and analyzes data stored in netCDF-accessible formats. homepage_url: http://nco.sf.net repo_url: https://github.com/nco/nco logo: NCO.svg extra: topics: nco,netcdf,dap,climate,netcdf-operators,hdf5,hdf,regrid,gsl,cmip5,esgf,opendap,cesm,e3sm organization: name: netCDF Operators - item: name: netcdf-c description: >- The Unidata network Common Data Form (netCDF) in C is an interface for scientific data access and a set of freely-distributed software libraries that provide an implementation of the interface. homepage_url: https://github.com/Unidata/netcdf-c repo_url: https://github.com/Unidata/netcdf-c logo: netcdf-c.svg crunchbase: https://www.crunchbase.com/organization/university-corporation-for-atmospheric-research extra: topics: netcdf,unidata,unidata-netcdf,c,hacktoberfest - item: name: netcdf-fortran description: >- The Unidata network Common Data Form (netCDF) in Fortran is an interface for scientific data access and a set of freely-distributed software libraries that provide an implementation of the interface. homepage_url: https://github.com/Unidata/netcdf-fortran repo_url: https://github.com/Unidata/netcdf-fortran logo: netcdf-fortran.svg crunchbase: https://www.crunchbase.com/organization/university-corporation-for-atmospheric-research extra: topics: netcdf-fortran,unidata,netcdf-library,dataset,hacktoberfest - item: name: netcdf-python description: >- The Unidata network Common Data Form (netCDF) in Python is an interface for scientific data access and a set of freely-distributed software libraries that provide an implementation of the interface. homepage_url: http://unidata.github.io/netcdf4-python repo_url: https://github.com/Unidata/netcdf4-python logo: netcdf-python.svg crunchbase: https://www.crunchbase.com/organization/university-corporation-for-atmospheric-research extra: refs: ',https://doi.org/10.5281/zenodo.2592290' topics: python,netcdf,netcdf4 - item: name: OpenClimateGIS description: A set of geoprocessing and calculation tools for CF-compliant climate datasets. homepage_url: https://github.com/NCPP/ocgis repo_url: https://github.com/NCPP/ocgis logo: OpenClimateGIS.svg extra: topics: climate,climate-datasets,thredds,grid,shapefiles,gis,mpi,mpi4py,netcdf,gdal-python organization: name: National Climate Prediction Portal - item: name: PRISM second_path: - Natural Resources / Natural Hazard and Poverty description: >- Assesses the potential risk and forecasts the impact of climate hazards on the most vulnerable communities, in order to design risk reduction activities and target disaster responses. homepage_url: https://docs.ropensci.org/prism repo_url: https://github.com/ropensci/prism additional_repos: - repo_url: https://github.com/WFP-VAM/prism-app logo: PRISM.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: r,rstats,r-package - item: name: pynco description: Contains the module python nco, which implements a Python style access to the NetCDF Operators (NCO). homepage_url: http://pynco.readthedocs.org repo_url: https://github.com/nco/pynco logo: pynco.svg organization: name: netCDF Operators - item: name: Reegle Tagging API (CKAN Extension) second_path: - WETOStack / Other homepage_url: https://github.com/REEEP/ckanext-climate-tagger repo_url: https://github.com/REEEP/ckanext-climate-tagger logo: ckanext-climate-tagger.svg crunchbase: https://www.crunchbase.com/organization/reeep - item: name: remote_climate_data description: A collection of remote climate data accessed via intake cached to disk. homepage_url: https://github.com/aaronspring/remote_climate_data repo_url: https://github.com/aaronspring/remote_climate_data logo: remote_climate_data.svg crunchbase: https://www.crunchbase.com/organization/new-work extra: topics: data-catalog,shapefiles,accessibility,netcdf,thredds-catalogs,opendap,observations,climate-science,climate-data,remote - item: name: rsoi description: An R package to download the most up to date climate indices. homepage_url: https://boshek.github.io/rsoi/ repo_url: https://github.com/boshek/rsoi logo: rsoi.svg crunchbase: https://www.crunchbase.com/organization/voltron-data extra: topics: oceanography,r,cran,oceanic-nino - item: name: rWBclimate description: An R interface for the World Bank climate data used in the World Bank climate knowledge portal. homepage_url: https://docs.ropensci.org/rWBclimate repo_url: https://github.com/ropensci/rWBclimate logo: rWBclimate.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: r,rstats,r-package - item: name: semanticClimate description: Conversion of IPCC documents into semantic form. homepage_url: https://github.com/petermr/semanticClimate repo_url: https://github.com/petermr/semanticClimate logo: semanticClimate.svg organization: name: semanticClimate - item: name: Senses Toolkit description: Offers a range of modules to learn about and explore climate change scenarios. homepage_url: https://climatescenarios.org/ repo_url: https://github.com/SensesProject/senses-toolkit logo: Senses Toolkit.svg crunchbase: https://www.crunchbase.com/organization/potsdam-institute-for-climate-impact-research extra: topics: climate-change,data-visualization,toolkit,learn,explore - item: name: weather-tools description: A series of command-line tools to make common data engineering tasks easier for researchers in climate and weather. homepage_url: https://weather-tools.readthedocs.io/ repo_url: https://github.com/google/weather-tools logo: weather-tools.svg crunchbase: https://www.crunchbase.com/organization/google extra: topics: python,apache-beam,weather - item: name: xCDAT description: An extension of xarray for climate data analysis on structured grids. homepage_url: https://xcdat.readthedocs.io/ repo_url: https://github.com/xCDAT/xcdat project_org: https://github.com/xCDAT logo: xCDAT.svg crunchbase: https://www.crunchbase.com/organization/us-department-of-energy extra: refs: ',https://zenodo.org/badge/latestdoi/354103918\n' topics: climate-data-analysis,xarray,climate-science,python,climate-data,cdat,xcdat - item: name: xclim description: A library of derived climate variables, i.e. climate indicators, based on xarray. homepage_url: https://xclim.readthedocs.io/en/latest/ repo_url: https://github.com/Ouranosinc/xclim logo: xclim.svg crunchbase: https://www.crunchbase.com/organization/ouranos extra: refs: ',https://doi.org/10.5281/zenodo.2795043\n\nCredits\n-------\n\nxclim,https://zenodo.org/badge/latestdoi/142608764\n' topics: climate-analysis,climate-science,python,xarray,icclim,netcdf4,xclim,anuclim,dask - item: name: xskillscore description: >- An open source project and Python package that provides verification metrics of deterministic (and probabilistic from properscoring) forecasts with xarray. homepage_url: https://xskillscore.readthedocs.io repo_url: https://github.com/xarray-contrib/xskillscore additional_repos: - repo_url: https://github.com/raybellwaves/xskillscore-tutorial logo: xskillscore.svg crunchbase: https://www.crunchbase.com/organization/numfocus extra: refs: ',https://doi.org/10.5281/zenodo.5173152\n\n**xskillscore**' topics: forecasting,verification,metrics,pangeo - subcategory: name: Integrated Assessment items: - item: name: CELAVI second_path: - WETOStack / Other homepage_url: https://github.com/NREL/celavi repo_url: https://github.com/NREL/celavi logo: CELAVI.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: DICE.jl description: >- The Dynamic Integrated model of Climate and the Economy model family are a popular and capable type of simple Integrated Assessment Model of climate change economics pioneered by William Nordhaus. homepage_url: https://github.com/Libbum/DICE.jl repo_url: https://github.com/Libbum/DICE.jl logo: DICE.jl.svg crunchbase: https://www.crunchbase.com/organization/cervest - item: name: edgeTransport description: Prepare EDGE Transport Data for the REMIND model. homepage_url: https://github.com/pik-piam/edgeTransport repo_url: https://github.com/pik-piam/edgeTransport logo: edgeTransport.svg crunchbase: https://www.crunchbase.com/organization/potsdam-institute-for-climate-impact-research - item: name: ENGAGE description: Source code for figure generation and analysis of the ENGAGE netzero scenario analysis. homepage_url: https://data.ece.iiasa.ac.at/engage-netzero-analysis/ repo_url: https://github.com/iiasa/ENGAGE-netzero-analysis logo: ENGAGE.svg crunchbase: https://www.crunchbase.com/organization/international-institute-for-applied-systems-analysis extra: refs: ',https://doi.org/10.1038/s41558-021-01215-2,https://doi.org/10.5281/zenodo.5553976' topics: integrated-assessment,scenario-analysis,pyam,opensource,data-visualization - item: name: EXIOMOD description: A macro-economic model that predicts the effects of public authority measures, shifts in consumer behaviour and associated enviromnetal impacts. homepage_url: https://github.com/TNO/EXIOMOD-open repo_url: https://github.com/TNO/EXIOMOD-open logo: EXIOMOD.svg organization: name: TNO - item: name: GCAM description: >- A dynamic-recursive model with technology-rich representations of the economy, energy sector, land use and water linked to a climate model that can be used to explore climate change mitigation policies including carbon taxes, carbon trading, regulations and accelerated deployment of energy technology. homepage_url: http://jgcri.github.io/gcam-doc/ repo_url: https://github.com/JGCRI/gcam-core logo: GCAM.svg crunchbase: https://www.crunchbase.com/organization/pacific-northwest-national-laboratory extra: refs: ',https://doi.org/10.5194/gmd-12-677-2019' topics: energy,land,integrated-assessment,economics,gcam,water,climate,coupled-human-natural-systems,human-earth-system - item: name: LPJmL description: >- A process-based model that simulates climate and land-use change impacts on the terrestrial biosphere, the water and carbon cycle and on agricultural production. homepage_url: https://gitlab.pik-potsdam.de/lpjml/LPJmL repo_url: https://github.com/PIK-LPJmL/LPJmL logo: LPJmL.svg crunchbase: https://www.crunchbase.com/organization/potsdam-institute-for-climate-impact-research - item: name: MESSAGEix description: >- A versatile, dynamic systems-optimization modeling framework developed by the IIASA Energy, Climate, and Environment (ECE) Program since the 1980s. homepage_url: https://docs.messageix.org repo_url: https://github.com/iiasa/message_ix logo: MESSAGEix.svg crunchbase: https://www.crunchbase.com/organization/international-institute-for-applied-systems-analysis extra: refs: ',https://doi.org/10.5281/zenodo.4005684' topics: energy-system,strategic-planning,integrated-assessment,integrated-assessment-model,gams,open-source - item: name: mrremind description: MadRat REMIND Input Data Package. homepage_url: https://github.com/pik-piam/mrremind repo_url: https://github.com/pik-piam/mrremind logo: mrremind.svg organization: name: Potsdam Integrated Assessment Modelling (PIAM) - item: name: pyam description: A Python package for data-wrangling, analysis and visualization of integrated-assessment scenarios and energy systems modeling results. homepage_url: https://pyam-iamc.readthedocs.io/ repo_url: https://github.com/IAMconsortium/pyam logo: pyam.svg extra: refs: >- ,https://doi.org/10.5281/zenodo.1470400,https://doi.org/10.12688/openreseurope.13633.2,https://doi.org/10.12688/openreseurope.13633.2,https://doi.org/10.21105/joss.01095 topics: >- integrated-assessment,scenario,analysis,iamc-format,visualization,macro-energy,energy-systems,modeling,timeseries-format,integrated-assessment-scenarios,scenario-data,pyam organization: name: Integrated Assessment Modeling Consortium (IAMC) - item: name: remind description: >- A numerical model that represents the future evolution of the world economies with a special focus on the development of the energy sector and the implications for our world climate. homepage_url: https://github.com/pik-piam/remind repo_url: https://github.com/pik-piam/remind logo: remind.svg organization: name: Potsdam Integrated Assessment Modelling (PIAM) - category: name: Natural Resources subcategories: - subcategory: name: Air Quality items: - item: name: Air-Trends-Report description: Source code for EPA's annual air trends report on air quality, emissions and visibility trends. homepage_url: https://github.com/USEPA/Air-Trends-Report repo_url: https://github.com/USEPA/Air-Trends-Report logo: Air-Trends-Report.svg crunchbase: https://www.crunchbase.com/organization/u-s-environmental-protection-agency extra: topics: oar - item: name: AirCasting description: The project aims to build a platform for gathering, visualization and sharing of environmental data. homepage_url: http://aircasting.org repo_url: https://github.com/HabitatMap/AirCasting logo: AirCasting.svg crunchbase: https://www.crunchbase.com/organization/aircasting - item: name: AirGradient description: Affordable and open-hardware air quality monitors for indoor and outdoor use. homepage_url: https://www.airgradient.com/ repo_url: https://github.com/airgradienthq/arduino additional_repos: - repo_url: https://github.com/airgradienthq/arduino-ng - repo_url: https://github.com/airgradienthq/map logo: airgradient.svg organization: name: AirGradient - item: name: Airqmon description: A macOS menu bar application that displays live air quality data from the nearest sensor station. homepage_url: https://airqmon.app repo_url: https://github.com/jsynowiec/airqmon logo: airqmon.svg extra: topics: electron,react,typescript,air-quality,airly,macos-menubar,air-quality-monitor,poland,macos,smog,air-pollution,sensor-station,graphql organization: name: Jakub Synowiec - item: name: airQualityMeter description: Detects air particulate matter (PM - pm1, pm2.5, pm10) concentrations and sends data to an MQTT server. homepage_url: https://github.com/rpanfili/airQualityMeter repo_url: https://github.com/rpanfili/airQualityMeter logo: airQualityMeter.svg extra: topics: arduino,air,airquality,esp8266,esp32,nodemcu,iot,particles,pms5003,pms5003st,pm10,plantower organization: name: Rubens Panfili - item: name: AMET description: A suite of software designed to facilitate the analysis and evaluation of predictions from meteorological and air quality models. homepage_url: https://www.epa.gov/CMAQ/atmospheric-model-evaluation-tool repo_url: https://github.com/USEPA/AMET logo: AMET.svg crunchbase: https://www.crunchbase.com/organization/u-s-environmental-protection-agency extra: topics: ord - item: name: breethe-server description: Breethe allows instant access to up to date air quality data for locations in Europe. homepage_url: https://breethe.app repo_url: https://github.com/mainmatter/breethe-server logo: breethe-server.svg organization: name: Mainmatter - item: name: CMAQ description: Code base for the U.S. EPA's Community Multiscale Air Quality Model. homepage_url: https://github.com/USEPA/CMAQ repo_url: https://github.com/USEPA/CMAQ logo: CMAQ.svg crunchbase: https://www.crunchbase.com/organization/u-s-environmental-protection-agency extra: refs: ',https://doi.org/10.5281/zenodo.7218076' topics: ord - item: name: inmap description: >- A multi-scale emissions-to-health impact model for fine particulate matter (PM2.5) that mechanistically evaluates air quality and health benefits of perturbations to baseline emissions. homepage_url: https://inmap.run/ repo_url: https://github.com/spatialmodel/inmap logo: inmap.svg crunchbase: https://www.crunchbase.com/organization/university-of-illinois - item: name: MLAir description: >- Machine Learning on Air data is an environment that simplifies and accelerates the creation of new machine learning models for the analysis and forecasting of meteorological and air quality time-series. homepage_url: https://gitlab.version.fz-juelich.de/esde/machine-learning/mlair repo_url: https://gitlab.version.fz-juelich.de/esde/machine-learning/mlair license: MIT License logo: MLAir.svg crunchbase: https://www.crunchbase.com/organization/forschungszentrum-julich - item: name: Open Source EMEP MSC-W model description: >- Designed to calculate air concentrations and deposition fields for major acidifying and eutrophying pollutants, photo-oxidants and particulate matter. homepage_url: https://github.com/metno/emep-ctm repo_url: https://github.com/metno/emep-ctm logo: Open Source EMEP MSC-W model.svg extra: refs: >- ,https://zenodo.org/badge/latestdoi/65725508,https://doi.org/10.5281/zenodo.4230110,https://doi.org/10.5281/zenodo.3647990,https://doi.org/10.5281/zenodo.3265912,https://doi.org/10.5281/zenodo.3355023,https://doi.org/10.5281/zenodo.3355041,https://doi.org/10.5281/zenodo.3355083 organization: name: Norwegian Meteorological Institute - item: name: openair description: An R package developed for the purpose of analyzing air quality data — or more generally atmospheric composition data. homepage_url: http://davidcarslaw.github.io/openair/ repo_url: https://github.com/davidcarslaw/openair logo: openair.svg crunchbase: https://www.crunchbase.com/organization/university-of-york extra: topics: air-quality,meteorology,air-quality-data,openair - item: name: OpenAQ API Version 2 description: A web-accessible API that provides endpoints to query the real-time and historical air quality measurements on the platform. homepage_url: https://api.openaq.org repo_url: https://github.com/openaq/openaq-api-v2 logo: OpenAQ API Version 2.svg organization: name: OpenAQ Platform - item: name: OpenAQ Data Ingest Pipeline description: A tool to collect data for OpenAQ platform. homepage_url: https://github.com/openaq/openaq-fetch repo_url: https://github.com/openaq/openaq-fetch logo: OpenAQ Data Ingest Pipeline.svg extra: topics: air-quality organization: name: OpenAQ Platform - item: name: opendata-stuttgart description: The maintained main firmware for the Luftdaten.Info Sensor. homepage_url: https://github.com/opendata-stuttgart/sensors-software repo_url: https://github.com/opendata-stuttgart/sensors-software logo: opendata-stuttgart.svg crunchbase: https://www.crunchbase.com/organization/the-open-knowledge-foundation-deutschland-okf-de extra: topics: sensor,arduino,iot,iot-device - item: name: openSenseMap description: Wikipedia for environmental data in order to awaken and promote education, environmental and climate protection. homepage_url: https://opensensemap.org repo_url: https://github.com/sensebox/openSenseMap logo: openSenseMap.svg extra: topics: opensensemap,iot,sensor,platform,citizenscience organization: name: senseBox - item: name: Ozone description: An open-source package to easily obtain real-time, historical, or forecasted air quality data for anywhere in the world. homepage_url: https://github.com/Ozon3Org/Ozon3 repo_url: https://github.com/Ozon3Org/Ozon3 logo: Ozone.svg extra: topics: >- api-wrapper,python,air-quality,api,open-source,python3,python-package,python3-package,air-quality-index,air-quality-data,air-quality-api,aqi,waqi,aqi-readings organization: name: Ozon3 - item: name: PM2.5-GNN description: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting. homepage_url: https://github.com/shuowang-ai/PM2.5-GNN repo_url: https://github.com/shuowang-ai/PM2.5-GNN logo: PM2.5-GNN.svg crunchbase: https://www.crunchbase.com/organization/beijing-normal-university extra: refs: ',https://doi.org/10.1145/3397536.3422208' - item: name: qualR description: Download of air pollutants and meteorological information from CETESB QUALAR System for São Paulo, and MonitorAr Program, for Rio de Janeiro. homepage_url: https://docs.ropensci.org/qualR/ repo_url: https://github.com/ropensci/qualR logo: qualR.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://zenodo.org/badge/latestdoi/267442363' topics: cetesb,sao-paulo,brazil,air-quality-data,air-quality-measurements,rio-de-janeiro,air-pollutants,weather-data,r,rstats,r-package - item: name: RAQSAPI description: Retrieve data from the United States Environmental Protection Agency's Air Quality Systems. homepage_url: https://github.com/USEPA/RAQSAPI repo_url: https://github.com/USEPA/RAQSAPI logo: RAQSAPI.svg crunchbase: https://www.crunchbase.com/organization/u-s-environmental-protection-agency extra: topics: r03 - item: name: rdefra description: Interact with the UK AIR Pollution Database from DEFRA. homepage_url: https://docs.ropensci.org/rdefra repo_url: https://github.com/ropensci/rdefra logo: rdefra.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://doi.org/10.5281/zenodo.593187,https://doi.org/10.21105/joss.00051' topics: r,rstats,r-package,uk,defra,air-pollution,air-quality,air-pollution-levels,peer-reviewed - item: name: rfasst description: Estimation of a consistent range of adverse health and agricultural effects attributable to air pollution for a GCAM scenario. homepage_url: https://jgcri.github.io/rfasst/ repo_url: https://github.com/JGCRI/rfasst logo: rfasst.svg crunchbase: https://www.crunchbase.com/organization/pacific-northwest-national-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/344924589,https://doi.org/10.21105/joss.03820' - item: name: rmweather description: An R package to conduct meteorological/weather normalisation on air quality so trends and interventions can be investigated in a robust way. homepage_url: https://github.com/skgrange/rmweather repo_url: https://github.com/skgrange/rmweather logo: rmweather.svg crunchbase: https://www.crunchbase.com/organization/empa extra: refs: ',https://doi.org/10.1021/acs.estlett.0c00605' - item: name: ropenaq description: >- A community of scientists, software developers and lovers of open environmental data who are building an open, real-time database that provides programmatic and historical access to air quality data. homepage_url: https://docs.ropensci.org/ropenaq repo_url: https://github.com/ropensci-archive/ropenaq logo: ropenaq.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: openaq,openaq-api,openaq-data,air-quality,air-pollution,air-pollution-levels,air,r,rstats,r-package,peer-reviewed - item: name: Rpollution description: The goal of Rpollution is to assemble R functions to analyze air pollution data. homepage_url: https://github.com/openvironment/Rpollution repo_url: https://github.com/openvironment/Rpollution logo: Rpollution.svg organization: name: Openvironment - item: name: Safecast description: Building out a network of sensors to monitor particulate matter in sizes PM1.0, PM2.5, PM10. homepage_url: https://github.com/Safecast/safecastapi repo_url: https://github.com/Safecast/safecastapi logo: Safecast.svg organization: name: Safecast - item: name: saqgetr description: Import Air Quality Monitoring Data in a Fast and Easy Way. homepage_url: https://github.com/skgrange/saqgetr repo_url: https://github.com/skgrange/saqgetr logo: saqgetr.svg crunchbase: https://www.crunchbase.com/organization/empa - item: name: Sensor.Community description: Making the world a better place through community driven, open environmental data. homepage_url: https://sensor.community repo_url: https://github.com/opendata-stuttgart/sensor.community logo: Sensor.Community.svg crunchbase: https://www.crunchbase.com/organization/the-open-knowledge-foundation-deutschland-okf-de extra: topics: svelte,sapper,javascript,sensor-community - item: name: shoot-i-smoke description: See your city's air pollution measured in daily cigarettes. homepage_url: https://shootismoke.app repo_url: https://github.com/shootismoke/mobile-app logo: shoot-i-smoke.svg extra: topics: cigarettes,pollution,expo,functional-programming,climate-change,sustainability,global-warming,aqi,air-pollution,react-native,hacktoberfest organization: name: Sh**t! I Smoke - item: name: SMOKE description: Create emissions inputs for multiple air quality modeling systems with unmatched speed and flexibility. homepage_url: https://www.cmascenter.org/smoke/ repo_url: https://github.com/CEMPD/SMOKE logo: SMOKE.svg extra: refs: ',https://zenodo.org/badge/latestdoi/39790736' topics: emissions-model,air-quality organization: name: Center for Environmental Modeling for Policy Development - item: name: West Oakland Air Quality Project description: A platform for impacted communities to understand their local air quality and advocate for environmental justice. homepage_url: https://woaq.org repo_url: https://github.com/openoakland/woeip logo: West Oakland Air Quality Project.svg extra: topics: west-oakland,air-quality,openoakland,environmental-justice,code-for-america,air-pollution organization: name: OpenOakland - item: name: YETI description: A bottom-up traffic emission calculation tool developed at the Institute for Advanced Sustainability Studies in Potsdam and built in Python. homepage_url: https://www.iass-potsdam.de/en repo_url: https://github.com/twollnik/YETI logo: YETI.svg crunchbase: https://www.crunchbase.com/organization/german-research-centre-for-geosciences - subcategory: name: Water Supply and Quality items: - item: name: AED2 description: >- A community-driven library of modules and algorithms for simulation of "aquatic ecodynamics": water quality, aquatic biogeochemsitry, biotic habitat and aquatic ecosystem dynamics. homepage_url: http://aquatic.science.uwa.edu.au/research/models/AED/ repo_url: https://github.com/AquaticEcoDynamics/libaed2 logo: AED2.svg crunchbase: https://www.crunchbase.com/organization/university-of-western-australia extra: topics: aem,water,quality,aquatic,ecology,lakes,estuaries,phytoplankton,nutrients,sediment - item: name: aguaclara description: A Python package for designing and performing research on AguaClara water treatment plants. homepage_url: https://aguaclara.github.io/aguaclara/ repo_url: https://github.com/AguaClara/aguaclara logo: aguaclara.svg crunchbase: https://www.crunchbase.com/organization/cornell-university extra: topics: aguaclara,python,water-treatment - item: name: AquaSat description: A data set to enable remote sensing of water quality for inland waters. homepage_url: https://github.com/GlobalHydrologyLab/AquaSat repo_url: https://github.com/GlobalHydrologyLab/AquaSat logo: AquaSat.svg organization: name: Global Hydrology Lab - item: name: AWH-Geo description: Tool and calculations for Global Potential of Harvesting Drinking Water from Air using Solar Energy. homepage_url: https://github.com/AWH-GlobalPotential-X/AWH-Geo repo_url: https://github.com/AWH-GlobalPotential-X/AWH-Geo logo: AWH-Geo.svg crunchbase: https://www.crunchbase.com/organization/google - item: name: AWSM description: Automated Water Supply Model was developed at the USDA Agricultural Research Service. homepage_url: https://github.com/USDA-ARS-NWRC/awsm repo_url: https://github.com/USDA-ARS-NWRC/awsm logo: AWSM.svg crunchbase: https://www.crunchbase.com/organization/u-s-department-of-agriculture extra: refs: ',https://doi.org/10.5281/zenodo.898158' topics: watershed,hydrology,awsm,forecast,modeling,water,snow - item: name: bcgroundwater description: An R package to facilitate analysis and visualization of groundwater data from the British Columbia groundwater observation well network. homepage_url: https://github.com/bcgov/bcgroundwater repo_url: https://github.com/bcgov/bcgroundwater logo: bcgroundwater.svg crunchbase: https://www.crunchbase.com/organization/government-of-british-columbia extra: topics: env,rstats,r,data-science - item: name: canwqdata description: An R package to download open water quality data from Environment and Climate Change Canada's National Long-term Water Quality Monitoring Data. homepage_url: https://github.com/bcgov/canwqdata repo_url: https://github.com/bcgov/canwqdata logo: canwqdata.svg crunchbase: https://www.crunchbase.com/organization/government-of-british-columbia extra: topics: rstats,rlang,r-package,env,r,data-science - item: name: CDE description: Facilitates searching and download of the Water Framework Directive reporting data for all waterbodies from the EA website. homepage_url: https://docs.ropensci.org/cde repo_url: https://github.com/ropensci/cde logo: CDE.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://zenodo.org/badge/latestdoi/92712854' - item: name: CRITERIA3D description: >- Includes a numerical solution for three-dimensional water and heat flow in the soil, coupled surface and subsurface flow, meteorological data interpolation, radiation budget, crop development and crop water uptake. homepage_url: https://github.com/ARPA-SIMC/CRITERIA3D repo_url: https://github.com/ARPA-SIMC/CRITERIA3D logo: CRITERIA3D.svg extra: topics: >- soil,water,heat,crop,water-balance,climate-analysis,3d-water-fluxes,spatial-analysis,agro-meteorological,meteorological-data-interpolation,land-surface-modeling,environmental-modelling,hydrological-modelling,criteria-3d,boundary-conditions,catchments,subsurface-flow organization: name: Arpae ER - Servizio Idro Meteo Clima - item: name: CSHShydRology description: This is a collection of R functions used by the Canadian Association Society for Hydrological Sciences. homepage_url: https://github.com/CSHS-CWRA/CSHShydRology repo_url: https://github.com/CSHS-CWRA/CSHShydRology logo: CSHShydRology.svg organization: name: Canadian Society for Hydrological Sciences - item: name: CWATM description: >- Represents one of the new key elements of IIASAs Water program to assess water supply, water demand and environmental needs at global and regional level. homepage_url: https://cwatm.iiasa.ac.at repo_url: https://github.com/iiasa/CWatM logo: CWATM.svg crunchbase: https://www.crunchbase.com/organization/international-institute-for-applied-systems-analysis extra: refs: ',https://doi.org/10.5281/zenodo.3528097' topics: hydrology,climate-change,water-security,hydrogeology,hydrological,hydrological-model,hydrological-modelling - item: name: dataretrieval python description: >- A Python alternative to USGS-R's dataRetrieval package for obtaining USGS or EPA water quality data, streamflow data, and metadata directly from web services. homepage_url: https://github.com/USGS-python/dataretrieval repo_url: https://github.com/USGS-python/dataretrieval logo: dataretrieval python.svg crunchbase: https://www.crunchbase.com/organization/usgs - item: name: dataRetrieval R description: This R package is designed to obtain USGS or EPA water quality sample data, streamflow data and metadata directly from web services. homepage_url: https://rconnect.usgs.gov/dataRetrieval/ repo_url: https://github.com/USGS-R/dataRetrieval logo: dataRetrieval R.svg crunchbase: https://www.crunchbase.com/organization/usgs extra: topics: r,usgs,rstats,r-package - item: name: Echopype description: A package built to enable interoperability and scalability in ocean sonar data processing. homepage_url: https://echopype.readthedocs.io/ repo_url: https://github.com/OSOceanAcoustics/echopype logo: Echopype.svg extra: refs: ',https://doi.org/10.5281/zenodo.3906999' topics: ocean,acoustics,echosounder,sonar,netcdf,ek60,azfp,xarray,ek80,zarr organization: name: Open-Source Ocean Acoustics - item: name: EGRET R description: >- An R package for the analysis of long-term changes in water quality and streamflow, including the water-quality method Weighted Regressions on Time, Discharge, and Season. homepage_url: http://pubs.usgs.gov/tm/04/a10/ repo_url: https://github.com/USGS-R/EGRET logo: EGRET R.svg crunchbase: https://www.crunchbase.com/organization/usgs extra: refs: ',https://doi.org/10.3133/tm4A10' topics: r,usgs,water-quality-data,water-quality,rstats,r-package - item: name: EPANET description: The Water Distribution System Hydraulic and Water Quality Analysis Toolkit. homepage_url: https://github.com/OpenWaterAnalytics/EPANET repo_url: https://github.com/OpenWaterAnalytics/EPANET logo: EPANET.svg extra: topics: water-distribution,environmental-engineering,hydraulics organization: name: Open Water Analytics - item: name: fasstr description: An R package to analyze, summarize, and visualize daily streamflow data. homepage_url: https://bcgov.github.io/fasstr/ repo_url: https://github.com/bcgov/fasstr logo: fasstr.svg crunchbase: https://www.crunchbase.com/organization/government-of-british-columbia extra: topics: water,streamflow,hydrology,hydat,summary-statistics,frequency-analysis,trends,bcgov,for,r - item: name: flopy description: A Python package to create, run, and post-process MODFLOW-based models. homepage_url: https://flopy.readthedocs.io repo_url: https://github.com/modflowpy/flopy logo: flopy.svg crunchbase: https://www.crunchbase.com/organization/usgs extra: refs: ',https://doi.org/10.1111/gwat.12413,https://doi.org/10.5066/F7BK19FH,https://doi.org/10.5066/F7BK19FH' topics: python,modeling,plotting - item: name: GSFLOW description: >- A coupled Groundwater and Surface-water FLOW model based on the integration of the USGS Precipitation-Runoff Modeling System and the USGS Modular Groundwater Flow Model. homepage_url: https://www.usgs.gov/software/coupled-ground-water-and-surface-water-flow-model-gsflow repo_url: https://github.com/PublicDomainRelease/GSFLOW logo: GSFLOW.svg crunchbase: https://www.crunchbase.com/organization/usgs - item: name: GSFLOW-GRASS description: Generates inputs for and runs the coupled groundwater-surface water model "GSFLOW". homepage_url: https://github.com/UMN-Hydro/GSFLOW-GRASS repo_url: https://github.com/UMN-Hydro/GSFLOW-GRASS logo: GSFLOW-GRASS.svg crunchbase: https://www.crunchbase.com/organization/university-of-minnesota extra: topics: hydrologic-modeling,hydrology,grass,gis - item: name: gwells description: Groundwater Wells and Aquifers application for the Ministry of Environment in British Columbia. homepage_url: https://apps.nrs.gov.bc.ca/gwells/ repo_url: https://github.com/bcgov/gwells logo: gwells.svg crunchbase: https://www.crunchbase.com/organization/government-of-british-columbia extra: topics: bcgov-csnr,django,vuejs,groundwater-data,env - item: name: GWHAT description: A free, open source, and cross-platform interactive computer program whose main focus is the interpretation of observation well hydrographs. homepage_url: https://github.com/jnsebgosselin/gwhat repo_url: https://github.com/jnsebgosselin/gwhat logo: GWHAT.svg crunchbase: https://www.crunchbase.com/organization/geostack extra: topics: groundwater-recharge,well-hydrograph,soil-water-balance,hydrographs - item: name: HASP description: Hydrologic AnalySis Package. homepage_url: https://usgs-r.github.io/HASP repo_url: https://github.com/USGS-R/HASP logo: HASP.svg crunchbase: https://www.crunchbase.com/organization/usgs extra: topics: rstats,r,r-package,groundwater-level,groundwater - item: name: HydroFunctions description: A suite of convenience functions for working with hydrology data in an interactive Python session. homepage_url: https://hydrofunctions.readthedocs.io/ repo_url: https://github.com/mroberge/hydrofunctions logo: HydroFunctions.svg crunchbase: https://www.crunchbase.com/organization/towson-university extra: topics: water,hydrology,scientific-visualization - item: name: HydroSHEDS description: Seamless hydrographic data for global and regional applications. homepage_url: https://www.hydrosheds.org/ repo_url: null logo: HydroSHEDS.svg crunchbase: https://www.crunchbase.com/organization/world-wildlife-fund - item: name: iMOD description: >- An easy to use Graphical User Interface + an accelerated Deltares-version of MODFLOW with fast, flexible and consistent sub-domain modeling techniques. homepage_url: https://oss.deltares.nl/web/imod/home repo_url: https://gitlab.com/deltares/imod/imod-python license: MIT License logo: iMOD.svg crunchbase: https://www.crunchbase.com/organization/deltares - item: name: KnowFlow description: KnowFlow Automatic Water Monitoring device is an open source tool enabling everyone to have access to first hand water quality data with low cost. homepage_url: https://github.com/KnowFlow/KnowFlow_AWM repo_url: https://github.com/KnowFlow/KnowFlow_AWM logo: KnowFlow.svg extra: topics: water-quality,iot-application,water-monitoring,citizen-science organization: name: KnowFlowTeam - item: name: Liquid Prep description: Offers an end-to-end solution for farmers looking to optimize their water usage; especially during times of drought. homepage_url: https://liquidprep.wixsite.com/website repo_url: https://github.com/Liquid-Prep/Liquid-Prep project_org: https://github.com/Liquid-Prep logo: Liquid Prep.svg crunchbase: https://www.crunchbase.com/organization/linux-foundation - item: name: Long-term Trends in Groundwater Levels in B.C. description: R scripts for an indicator on long-term trends in groundwater levels in British Columbia published on Environmental Reporting British Columbia. homepage_url: https://github.com/bcgov/groundwater-levels-indicator repo_url: https://github.com/bcgov/groundwater-levels-indicator logo: Long-term Trends in Groundwater Levels in B.C..svg crunchbase: https://www.crunchbase.com/organization/government-of-british-columbia extra: topics: env,soe,rstats,r,data-science - item: name: Model My Watershed description: A watershed-modeling web app for citizens, conservation practitioners, municipal decision-makers, educators, and students. homepage_url: https://modelmywatershed.org repo_url: https://github.com/WikiWatershed/model-my-watershed logo: Model My Watershed.svg crunchbase: https://www.crunchbase.com/organization/stroud-water-research-center extra: topics: civic-apps-team,watersheds,hydrology,stormwater - item: name: modflow6 description: >- Has been widely used by academics, private consultants, and government scientists to accurately, reliably, and efficiently simulate groundwater flow. homepage_url: https://modflow6.readthedocs.io/ repo_url: https://github.com/MODFLOW-USGS/modflow6 logo: modflow6.svg crunchbase: https://www.crunchbase.com/organization/usgs extra: refs: >- ,https://doi.org/10.3133/tm6A57,https://doi.org/10.3133/tm6A57,https://doi.org/10.3133/tm6A55,https://doi.org/10.3133/tm6A55,https://doi.org/10.3133/tm6A56,https://doi.org/10.3133/tm6A56,https://doi.org/10.1111/gwat.12967,https://doi.org/10.1111/gwat.13117,https://doi.org/10.1016/j.envsoft.2021.105257,https://doi.org/10.1016/j.envsoft.2021.105257,https://doi.org/10.3133/tm6A61,https://doi.org/10.3133/tm6A61,https://doi.org/10.3133/tm6A62,https://doi.org/10.3133/tm6A62,https://doi.org/10.5066/F76Q1VQV,https://doi.org/10.5066/F76Q1VQV topics: groundwater,earth-science,modflow - item: name: NeuralHydrology description: Python library to train neural networks with a strong focus on hydrological applications. homepage_url: https://neuralhydrology.readthedocs.io/ repo_url: https://github.com/neuralhydrology/neuralhydrology logo: NeuralHydrology.svg extra: refs: ',https://doi.org/10.21105/joss.04050' organization: name: Neural Hydrology - item: name: Next Gen Water Modeling Framework description: >- This framework includes an encapsulation strategy which focuses on the hydrologic data first, and then builds a functional abstraction of hydrologic behavior. homepage_url: https://github.com/NOAA-OWP/ngen repo_url: https://github.com/NOAA-OWP/ngen logo: Next Gen Water Modeling Framework.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration - item: name: nhdplusTools description: This package is a growing set of tools for manipulation of hydrographic data using the NHDPlus data model. homepage_url: https://usgs-r.github.io/nhdplusTools/ repo_url: https://github.com/USGS-R/nhdplusTools logo: nhdplusTools.svg crunchbase: https://www.crunchbase.com/organization/usgs extra: refs: ',https://doi.org/10.5066/P97AS8JD\n```\n\n###' - item: name: nhdR description: An R interface to the US National Hydrography Dataset. homepage_url: https://jsta.github.io/nhdR/ repo_url: https://github.com/jsta/nhdR logo: nhdR.svg crunchbase: https://www.crunchbase.com/organization/los-alamos-national-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/75339263' topics: nhd,national-hydrography-dataset,water-quality,water-resources,cran,geospatial,rstats - item: name: OpenET description: Provides Google Earth Engine Python API based implementation of the SSEBop ET model used within OpenET. homepage_url: https://github.com/Open-ET/openet-ssebop repo_url: https://github.com/Open-ET/openet-ssebop logo: OpenET.svg extra: refs: >- ,https://doi.org/10.1111/jawr.12057,https://doi.org/10.1111/jawr.12057,https://doi.org/10.1016/j.rse.2015.12.043,https://doi.org/10.1016/j.rse.2015.12.043,https://doi.org/10.1016/j.rse.2017.05.005,https://doi.org/10.1016/j.rse.2017.05.005,https://doi.org/10.13031/aea.12614,https://doi.org/10.13031/aea.12614,https://doi.org/10.3390/rs11131587,https://doi.org/10.3390/rs11131587,https://doi.org/10.3390/rs11151782,https://doi.org/10.3390/rs11151782 organization: name: Open ET - item: name: PCRaster description: A collection of tools and software libraries tailored to the construction of spatio-temporal environmental models. homepage_url: http://www.pcraster.eu repo_url: https://github.com/pcraster/pcraster logo: PCRaster.svg extra: topics: earth-science,simulation,spatio-temporal-modeling,hydrology,modflow,python,cpp organization: name: PCRaster - item: name: pipedream description: Interactive hydrodynamic solver for sewer/stormwater networks. homepage_url: https://mattbartos.com/pipedream/ repo_url: https://github.com/mdbartos/pipedream logo: pipedream.svg crunchbase: https://www.crunchbase.com/organization/university-of-texas-at-austin - item: name: PooPyLab_Project description: A biological wastewater treatment software. homepage_url: https://github.com/toogad/PooPyLab_Project repo_url: https://github.com/toogad/PooPyLab_Project logo: PooPyLab_Project.svg extra: topics: simulation,python,wastewater,environmental-engineering,process-flow-diagram organization: name: PooPyLab - item: name: PyForecast description: >- A statistical modeling tool used by Reclamation water managers and reservoir operators to train and build predictive models for seasonal inflows and streamflows. homepage_url: https://github.com/usbr/PyForecast repo_url: https://github.com/usbr/PyForecast logo: PyForecast.svg crunchbase: https://www.crunchbase.com/organization/bureau-of-reclamation extra: topics: python,forecasting,machine-learning,statistical-models,hydrology - item: name: PyGnome description: It is designed to support oil and other hazardous material spills in the coastal environment. homepage_url: https://gnome.orr.noaa.gov/doc/pygnome/index.html repo_url: https://github.com/NOAA-ORR-ERD/PyGnome logo: PyGnome.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration - item: name: pyGSFLOW description: A set of Python modules to run the GSFLOW integrated hydrologic model program. homepage_url: https://pygsflow.github.io/pygsflowdocs/ repo_url: https://github.com/pygsflow/pygsflow logo: pyGSFLOW.svg crunchbase: https://www.crunchbase.com/organization/usgs extra: refs: >- ,https://doi.org/10.21105/joss.03852,https://doi.org/10.3389/feart.2022.907533,https://doi.org/10.3389/feart.2022.907533,https://doi.org/10.21105/joss.03852,https://doi.org/10.5066/P9NPZ5AD,https://doi.org/10.5066/P9NPZ5AD topics: gsflow,modflow,pygsflow,prms,groundwater,surface-water,usgs,python,groundwater-modelling,integrated-modelling - item: name: pysheds description: Simple and fast watershed delineation in Python. homepage_url: https://mdbartos.github.io/pysheds repo_url: https://github.com/mdbartos/pysheds logo: pysheds.svg crunchbase: https://www.crunchbase.com/organization/university-of-texas-at-austin extra: topics: digital-elevation-model,hydrology,flow-direction,accumulation,catchments,gis - item: name: pySTEPS description: An open-source and community-driven Python library for probabilistic precipitation nowcasting, i.e. short-term ensemble prediction systems. homepage_url: https://pysteps.github.io/ repo_url: https://github.com/pySTEPS/pysteps logo: pySTEPS.svg extra: refs: ',https://zenodo.org/badge/latestdoi/140263418\n\n,https://doi.org/10.5194/gmd-12-4185-2019,https://doi.org/10.13140/RG.2.2.31368.67840' topics: >- nowcasting,optical-flow,advection,forecast-verification,stochastic-processes,weather-radar,precipitation,hydrology,rainfall,rainfall-prediction,ensemble-prediction,weather organization: name: pySTEPS - item: name: pyswmm description: Python Wrapper for Stormwater Management Model. homepage_url: https://www.pyswmm.org repo_url: https://github.com/OpenWaterAnalytics/pyswmm logo: pyswmm.svg extra: refs: ',https://doi.org/10.21105/joss.02292\n\nBuild,https://doi.org/10.21105/joss.02292\n' topics: swmm5,hydraulic-modeling,stormwater,hydrology-stormwater-analysis,python,swmm organization: name: Open Water Analytics - item: name: pyWaPOR description: Data manual and Algorithm to compute the evapotranspiration of large areas using remote sensing data. homepage_url: https://bitbucket.org/cioapps/wapor-et-look/ repo_url: null logo: pyWaPOR.svg crunchbase: https://www.crunchbase.com/organization/eleaf - item: name: QGEP description: A waste-water application based on QGIS in compliance with SIA-405. homepage_url: https://www.teksi.ch repo_url: https://github.com/QGEP/QGEP logo: QGEP.svg extra: topics: >- qgis,wastewater,gis,postgis,gep,vsa-dss,sia405,abwasser,datenmanagement,kataster,leitungskataster,werkinformationen,kanalfernsehen,kek,vsa-kek,sewerpipe,qgep,teksi organization: name: TEKSI wastewater module (Project QGEP) - item: name: RainfallRescue description: Monthly rainfall observations taken in the UK and Ireland, covering the period 1677-1960. homepage_url: https://github.com/ed-hawkins/rainfall-rescue repo_url: https://github.com/ed-hawkins/rainfall-rescue logo: RainfallRescue.svg crunchbase: https://www.crunchbase.com/organization/met-office extra: refs: ',https://zenodo.org/badge/latestdoi/261481817' topics: rainfall - item: name: reservatoriosBR description: R package for Brazilian reservoirs data. homepage_url: https://brunomioto.github.io/reservatoriosBR repo_url: https://github.com/brunomioto/reservatoriosBR logo: reservatoriosBR.svg extra: refs: ',https://doi.org/10.5281/zenodo.5496237,https://doi.org/10.5281/zenodo.5496237' topics: brazil,water,reservoir organization: name: Bruno Mioto - item: name: rivamap description: An Automated River Analysis and Mapping Engine. homepage_url: https://github.com/isikdogan/rivamap repo_url: https://github.com/isikdogan/rivamap logo: rivamap.svg crunchbase: https://www.crunchbase.com/organization/apple extra: topics: river,river-networks,mapping,automated-river-analysis - item: name: RTC-Tools description: A toolbox for control and optimization of water systems. homepage_url: https://gitlab.com/deltares/rtc-tools repo_url: https://gitlab.com/deltares/rtc-tools license: GNU Lesser General Public License v3.0 logo: RTC-Tools.svg crunchbase: https://www.crunchbase.com/organization/deltares - item: name: SELEN description: >- An open source Fortran code for the numerical solution of the Sea Level Equation for a spherical, layered, rotating earth with viscoelastic rheology. homepage_url: http://geodynamics.org/cig/software/selen/ repo_url: https://github.com/geodynamics/selen logo: SELEN.svg organization: name: Computational Infrastructure for Geodynamics - item: name: Soil-Water-Balance description: A Modified Thornthwaite-Mather Soil-Water-Balance Code for Estimating Groundwater Recharge. homepage_url: https://github.com/smwesten-usgs/swb repo_url: https://github.com/smwesten-usgs/swb logo: Soil-Water-Balance.svg crunchbase: https://www.crunchbase.com/organization/usgs extra: topics: soil-water-balance,usgs,fortran,deep-percolation,groundwater-recharge - item: name: SPEI description: Computing the Standardized Precipitation-Evapotranspiration Index and other reference evapotranspiration. homepage_url: https://github.com/sbegueria/SPEI repo_url: https://github.com/sbegueria/SPEI logo: SPEI.svg crunchbase: https://www.crunchbase.com/organization/spanish-national-research-council-csic - item: name: Stormwater-Management-Model description: Used for single event or long-term (continuous) simulation of runoff quantity and quality from primarily urban areas. homepage_url: https://github.com/USEPA/Stormwater-Management-Model repo_url: https://github.com/USEPA/Stormwater-Management-Model logo: Stormwater-Management-Model.svg crunchbase: https://www.crunchbase.com/organization/u-s-environmental-protection-agency extra: topics: ord,simulation,c,stormwater - item: name: TADA description: Help developers compile and evaluate water quality data for samples collected from surface water monitoring sites on streams and lakes. homepage_url: https://usepa.github.io/TADA/ repo_url: https://github.com/USEPA/TADA logo: TADA.svg crunchbase: https://www.crunchbase.com/organization/u-s-environmental-protection-agency extra: topics: ow - item: name: The General Lake Model description: A water balance and one-dimensional vertical stratification hydrodynamic model. homepage_url: http://aquatic.science.uwa.edu.au/research/models/GLM/ repo_url: https://github.com/AquaticEcoDynamics/GLM logo: The General Lake Model.svg crunchbase: https://www.crunchbase.com/organization/university-of-western-australia extra: refs: ',https://doi.org/10.5194/gmd-12-473-2019,https://doi.org/10.5194/gmd-12-473-2019' topics: lake,model,mixing,hydrodynamics,stratification,water,quality,ecology,glm,biogeochemical,lakes,aquatic-science,hydrology-modeling - item: name: The Safe Water Project description: >- A team of volunteers at Code for Boston who are using data modeling, data visualization and machine learning to predict, visualize, and share data about the presence of hazardous drinking and surface water contaminants in the United States. homepage_url: https://github.com/codeforboston/safe-water repo_url: https://github.com/codeforboston/safe-water logo: The Safe Water Project.svg crunchbase: https://www.crunchbase.com/organization/code-for-america-accelerator - item: name: Tree-based Inland Hydraulic Routing Project description: >- The program under development here seeks to effectively manage the traversal of a network of streams with defined hydraulic properties specifically for the purpose of hydraulic routing in an operational flood and water resources forecasting system. homepage_url: https://github.com/NOAA-OWP/t-route repo_url: https://github.com/NOAA-OWP/t-route logo: Tree-based Inland Hydraulic Routing Project.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration - item: name: VICRes description: >- The model simulates key hydrological processes occurring in a river basin (e.g. water and energy balances, streamflow routing), but does not account for the operations of artificial water reservoirs. homepage_url: https://github.com/thanhiwer/VICRes repo_url: https://github.com/thanhiwer/VICRes logo: VICRes.svg crunchbase: https://www.crunchbase.com/organization/singapore-university-of-technology-design - item: name: Water Network Tool for Resilience description: A Python package designed to simulate and analyze resilience of water distribution networks. homepage_url: https://github.com/USEPA/WNTR repo_url: https://github.com/USEPA/WNTR logo: Water Network Tool for Resilience.svg crunchbase: https://www.crunchbase.com/organization/u-s-environmental-protection-agency extra: topics: ord,water,python,modeling,simulation - item: name: WaterModels.jl description: Designed to enable computational evaluation of historical and emerging water network formulations and algorithms using a common platform. homepage_url: https://lanl-ansi.github.io/WaterModels.jl/latest/ repo_url: https://github.com/lanl-ansi/WaterModels.jl logo: WaterModels.jl.svg crunchbase: https://www.crunchbase.com/organization/los-alamos-national-laboratory extra: topics: water,network,optimization,julia - item: name: waterquality description: A package designed to detect and quantify water quality and cyanobacterial harmful algal bloom (CHABs) from remotely sensed imagery. homepage_url: https://rajohansen.github.io/waterquality/ repo_url: https://github.com/RAJohansen/waterquality logo: waterquality.svg crunchbase: https://www.crunchbase.com/organization/u-s-army-corps-of-engineers extra: topics: water-quality,algal-bloom,algorithms,sentinel-2,landsat-8,meris,olci,modis,remote-sensing - item: name: WhiteboxTools description: WhiteboxTools is an advanced geospatial data analysis platform. homepage_url: https://www.whiteboxgeo.com/ repo_url: https://github.com/jblindsay/whitebox-tools logo: WhiteboxTools.svg crunchbase: https://www.crunchbase.com/organization/university-of-guelph-2 extra: topics: geospatial,gis,remote-sensing,geoprocessing,hydrology,geomorphometry,geomorphology - item: name: wqbc description: An R package for water quality thresholds and index calculation for British Columbia. homepage_url: http://bcgov.github.io/wqbc/ repo_url: https://github.com/bcgov/wqbc logo: wqbc.svg crunchbase: https://www.crunchbase.com/organization/government-of-british-columbia extra: topics: r-package,rstats,env,r,data-science - item: name: wqtrends description: R package to assess water quality trends with generalized additive models. homepage_url: https://tbep-tech.github.io/wqtrends repo_url: https://github.com/tbep-tech/wqtrends logo: wqtrends.svg extra: refs: ',https://zenodo.org/badge/latestdoi/239808241,https://doi.org/10.1016/j.scitotenv.2021.149927,https://doi.org/10.1016/j.scitotenv.2021.149927' topics: reporting,water-quality,time-series-analysis,package,san-francisco-bay organization: name: Tampa Bay Estuary Program - item: name: WWTP description: EU28 Waste Water Treatment Plants. homepage_url: https://gitlab.com/hotmaps/potential/WWTP repo_url: https://gitlab.com/hotmaps/potential/WWTP license: Creative Commons Attribution 4.0 International logo: WWTP.svg crunchbase: https://www.crunchbase.com/organization/eurac-research - subcategory: name: Soil and Land items: - item: name: AQP description: Algorithms for Quantitative Pedology is a collection of code, ideas, documentation, and examples wrapped-up into several R packages. homepage_url: http://ncss-tech.github.io/aqp/ repo_url: https://github.com/ncss-tech/aqp logo: AQP.svg crunchbase: https://www.crunchbase.com/organization/u-s-department-of-agriculture extra: topics: nrcs,usda,soil,digital-soil-mapping,pedometrics,ncss-tech,pedology,soil-survey - item: name: CNN-SoilTextureClassification description: One-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data. homepage_url: https://doi.org/10.5281/zenodo.2540718 repo_url: https://github.com/felixriese/CNN-SoilTextureClassification logo: CNN-SoilTextureClassification.svg crunchbase: https://www.crunchbase.com/organization/karlsruhe-institute-of-technology extra: refs: >- ,https://doi.org/10.5281/zenodo.2540718,https://doi.org/10.5281/zenodo.2540718,https://doi.org/10.5194/isprs-annals-IV-2-W5-615-2019,https://doi.org/10.5281/zenodo.3871431,https://doi.org/10.5445/IR/1000120067 topics: soil-texture-classification,convolutional-neural-networks,hyperspectral-data,cnn,1d-cnn,classification,conference,publication,publication-code - item: name: cosore description: Data, metadata, and software tools for the COSORE database of continuous soil respiration measurements. homepage_url: https://github.com/bpbond/cosore repo_url: https://github.com/bpbond/cosore logo: cosore.svg crunchbase: https://www.crunchbase.com/organization/pacific-northwest-national-laboratory extra: topics: carbon-cycle,soil-respiration,science,earth-sciences - item: name: CryoGrid description: A one-dimensional land surface model dedicated to simulate ground temperatures in permafrost environments. homepage_url: https://github.com/CryoGrid/CryoGrid3 repo_url: https://github.com/CryoGrid/CryoGridCommunity_source project_org: https://github.com/CryoGrid logo: CryoGrid.svg crunchbase: https://www.crunchbase.com/organization/alfred-wegener-institute extra: refs: >- ,https://doi.org/10.5194/gmd-9-523-2016,https://doi.org/10.5194/gmd-9-523-2016,https://doi.org/10.1002/2016JF003956,https://doi.org/10.1002/2016JF003956,https://doi.org/10.5194/tc-13-1089-2019,https://doi.org/10.5194/tc-13-1089-2019,https://doi.org/10.1029/2018JF004945,https://doi.org/10.1029/2018JF004945,https://doi.org/10.5194/tc-2020-338,https://doi.org/10.5194/tc-2020-338,https://doi.org/10.1038/s41467-020-15725-8,https://doi.org/10.1038/s41467-020-15725-8,https://doi.org/10.5194/tc-15-1399-2021,https://doi.org/10.5194/tc-15-1399-2021 - item: name: Demeter description: A land use land cover disaggregation and change detection model. homepage_url: https://github.com/JGCRI/demeter repo_url: https://github.com/JGCRI/demeter logo: Demeter.svg crunchbase: https://www.crunchbase.com/organization/pacific-northwest-national-laboratory extra: refs: ',https://zenodo.org/badge/latestdoi/101879773' - item: name: DRIP-SLIP description: Detecting Realtime Increased Precipitation / Sudden Landslide Identification Product. homepage_url: https://github.com/NASA-DEVELOP/DRIP-SLIP repo_url: https://github.com/NASA-DEVELOP/DRIP-SLIP logo: DRIP-SLIP.svg crunchbase: https://www.crunchbase.com/organization/nasa - item: name: Drought Indices Map description: This project attempts to find an accessible and friendly way to visualize data of drought indices in Spain from 1961 until 2017. homepage_url: https://github.com/imartinezl/drought-map repo_url: https://github.com/imartinezl/drought-map logo: Drought Indices Map.svg crunchbase: https://www.crunchbase.com/organization/vicomtech extra: topics: r,rstudio,data-visualization,map,animation,heatmap,spain,drought-indices,dataset - item: name: droughtwatch description: >- Leverages deep learning and computer vision for drought resilience, using satellite images and human expert labels to detect drought conditions in Northern Kenya. homepage_url: https://github.com/wandb/droughtwatch repo_url: https://github.com/wandb/droughtwatch logo: droughtwatch.svg crunchbase: https://www.crunchbase.com/organization/weights-biases - item: name: EarthML description: >- Improving, documenting, and illustrating how to use other, freely available, general-purpose open source projects to solve problems in the earth sciences. homepage_url: https://earthml.holoviz.org repo_url: https://github.com/pyviz-topics/EarthML logo: EarthML.svg organization: name: Pyviz Topics - item: name: esa_cci_sm description: Readers and converters for ESA CCI Soil Moisture image and time series data. homepage_url: https://www.esa-soilmoisture-cci.org/ repo_url: https://github.com/TUW-GEO/esa_cci_sm logo: esa_cci_sm.svg crunchbase: https://www.crunchbase.com/organization/technische-universit%C3%A4t-wien - item: name: Full Lands INtegration Tool (FLINT) description: A modular system to estimate greenhouse gas emissions and removals by the land sector. homepage_url: https://github.com/moja-global/About_moja_global repo_url: https://github.com/moja-global/FLINT project_org: https://github.com/moja-global logo: Full Lands INtegration Tool.svg crunchbase: https://www.crunchbase.com/organization/linux-foundation extra: topics: moja-global,flint,climate-change,hacktoberfest,governance,contributing - item: name: globsim description: Using global reanalyses for permafrost simulation. homepage_url: https://globsim.readthedocs.io/ repo_url: https://github.com/geocryology/globsim logo: globsim.svg crunchbase: https://www.crunchbase.com/organization/carleton-university - item: name: Hyperspectral Soilmoisture Dataset description: Hyperspectral benchmark dataset on soil moisture. homepage_url: https://doi.org/10.5281/zenodo.1227837 repo_url: https://github.com/felixriese/hyperspectral-soilmoisture-dataset logo: Hyperspectral Soilmoisture Dataset.svg crunchbase: https://www.crunchbase.com/organization/omicera-diagnostics extra: refs: >- ,https://doi.org/10.5281/zenodo.1227836,https://doi.org/10.1109/IGARSS.2018.8517812,http://doi.org/10.5281/zenodo.1227836,https://doi.org/10.5281/zenodo.1227837 topics: dataset,soil-moisture,hyperspectral,benchmark,field-campaigns - item: name: iSDAsoil description: Open access soil property map with 30m resolution for Africa. homepage_url: https://www.isda-africa.com/isdasoil/ repo_url: https://github.com/iSDA-Africa/open-soil-data logo: iSDAsoil.svg crunchbase: https://www.crunchbase.com/organization/isda-cdf0 - item: name: ismn description: Readers for the data from the International Soil Moisture Database. homepage_url: https://ismn.earth/en/ repo_url: https://github.com/TUW-GEO/ismn logo: ismn.svg crunchbase: https://www.crunchbase.com/organization/technische-universit%C3%A4t-wien extra: refs: ',https://doi.org/10.5281/zenodo.855308\n\nIf,https://doi.org/10.5281/zenodo.855308' topics: soil-moisture,in-situ,remote-sensing,ismn - item: name: ISRaD description: Improve the use of radiocarbon as a constraint for understanding the soil carbon cycle. homepage_url: https://international-soil-radiocarbon-database.github.io/ISRaD/ repo_url: https://github.com/International-Soil-Radiocarbon-Database/ISRaD logo: ISRaD.svg crunchbase: https://www.crunchbase.com/organization/u-s-department-of-agriculture extra: refs: ',https://doi.org/10.5194/essd-12-61-2020,https://doi.org/10.5194/essd-12-61-2020' - item: name: Land Matrix description: Independent global land monitoring initiative that promotes transparency & accountability in decisions over large-scale land acquisitions. homepage_url: https://landmatrix.org repo_url: https://github.com/sinnwerkstatt/landmatrix logo: Land Matrix.svg crunchbase: https://www.crunchbase.com/organization/sinnwerkstatt-media-agency - item: name: Landlab description: An open source Python package for numerical modeling of Earth surface dynamics. homepage_url: https://landlab.readthedocs.io/ repo_url: https://github.com/landlab/landlab logo: Landlab.svg crunchbase: https://www.crunchbase.com/organization/university-of-colorado-boulder-566f extra: refs: ',https://doi.org/10.5281/zenodo.3776837\n\n,https://doi.org/10.5194/esurf-8-379-2020,https://doi.org/10.5281/zenodo.595872\n\n' - item: name: landscapemetrics description: Landscape Metrics for Categorical Map Patterns in R. homepage_url: https://r-spatialecology.github.io/landscapemetrics repo_url: https://github.com/r-spatialecology/landscapemetrics logo: landscapemetrics.svg crunchbase: https://www.crunchbase.com/organization/university-of-massachusetts extra: refs: ',https://doi.org/10.1111/ecog.04617,https://doi.org/10.1007/s10980-019-00830-x' topics: r,landscape-metrics,spatial,raster,landscape-ecology - item: name: Landslides Detection description: Machine learning tool to detect landslides from optical satellite imagery. homepage_url: https://github.com/mhscience/landslides_detection/wiki repo_url: https://github.com/mhscience/landslides_detection logo: Landslides Detection.svg crunchbase: https://www.crunchbase.com/organization/delft-university-of-technology extra: topics: >- landslides-detection,random-forest,google-earth-engine,k-means,image-segmentation,object-based-image-analysis,merging-algorithms,optical-satellite-imagery,rsgislib,obia,geomatics - item: name: LT-GEE description: Google Earth Engine implementation of the LandTrendr spectral-temporal segmentation algorithm. homepage_url: https://emapr.github.io/LT-GEE repo_url: https://github.com/eMapR/LT-GEE logo: LT-GEE.svg extra: topics: landtrendr,google-earth-engine,time-series-analysis,landsat,change-detection,landscape-dynamics,mapping organization: name: eMapR Lab - item: name: ml_drought description: A Machine Learning Pipeline to Predict Vegetation Health. homepage_url: https://ml-clim.github.io/drought-prediction/ repo_url: https://github.com/esowc/ml_drought logo: ml_drought.svg crunchbase: https://www.crunchbase.com/organization/ecmwf extra: topics: machine-learning,copernicus,2019 - item: name: NLMR description: R package to simulate neutral landscape models. homepage_url: https://ropensci.github.io/NLMR/ repo_url: https://github.com/ropensci/NLMR logo: NLMR.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://doi.org/10.1111/2041-210X.13076' topics: r,spatial,landscape-ecology,neutral-landscape-model,rstats,r-package,peer-reviewed - item: name: Open Soil Spectral Library description: >- Brings together soil scientists, spectroscopists, informaticians, data scientists and software engineers to overcome some of the current bottlenecks preventing wider and more efficient use of soil spectroscopy. homepage_url: https://soilspectroscopy.github.io/ossl-manual/ repo_url: https://github.com/soilspectroscopy/ossl-manual project_org: https://github.com/soilspectroscopy logo: Open Soil Spectral Library.svg crunchbase: https://www.crunchbase.com/organization/woodwell-climate-research-center - item: name: OpenFLUID description: A software environment for modeling and simulation of complex landscape systems. homepage_url: https://www.openfluid-project.org/ repo_url: https://github.com/OpenFLUID/openfluid project_org: https://github.com/OpenFLUID logo: OpenFLUID.svg crunchbase: https://www.crunchbase.com/organization/inrae extra: topics: >- modelling,simulation,complex-systems,environmental-engineering,c-plus-plus,boost,gdal,cmake,gui,openfluid-framework,linux,ogr,qt5,science,simulators - item: name: OpenLand description: Tool for Quantitative Analysis and Visualization of Land Use and Land Cover Change. homepage_url: https://reginalexavier.github.io/OpenLand/articles/openland_vignette.html repo_url: https://github.com/reginalexavier/OpenLand logo: OpenLand.svg crunchbase: https://www.crunchbase.com/organization/universidade-de-so-paulo extra: refs: >- ,https://doi.org/10.5281/zenodo.3685230,https://doi.org/10.1016/j.landurbplan.2012.02.010,https://doi.org/10.1007/978-0-387-75936-4,https://doi.org/10.32614/RJ-2021-021 topics: land-use-and-land-cover-change,lulc,intensity-analysis,luc-maps,r,rasters,geospatial,geography,plot - item: name: OpenLandMap description: >- Data, services and web-apps providing access and interactive visualizations of the TB of high resolution data produced by the OpenGeoHub Foundation and contributing organizations. homepage_url: https://openlandmap.org repo_url: https://gitlab.com/openlandmap logo: OpenLandMap.svg organization: name: OpenLandMap - item: name: PredictiveSoilMapping description: >- Applying statistical and/or machine learning techniques to fit models for the purpose of producing spatial and/or spatiotemporal predictions of soil variables, i.e. maps of soil properties and classes at different resolutions. homepage_url: http://soilmapper.org/ repo_url: https://github.com/Envirometrix/PredictiveSoilMapping logo: PredictiveSoilMapping.svg extra: refs: ',https://zenodo.org/badge/latestdoi/136352570,https://doi.org/10.5281/zenodo.2561034\n\n**Cite' topics: soil-survey,soil-mapping,pedometrics,gis,r,machine-learning-algorithms organization: name: Envirometrix - item: name: pycoal description: A Python toolkit for characterizing Coal and Open-pit surface mining impacts on American Lands. homepage_url: http://capstone-coal.github.io/ repo_url: https://github.com/capstone-coal/pycoal logo: pycoal.svg crunchbase: https://www.crunchbase.com/organization/oregon-state-university extra: topics: coal,open-surface-mining,surface-mining-activities,python,classification-algorithm,classification,hyperspectral-image-classification - item: name: PyLandStats description: An open-source Pythonic library to compute landscape metrics. homepage_url: https://doi.org/10.1371/journal.pone.0225734 repo_url: https://github.com/martibosch/pylandstats logo: PyLandStats.svg crunchbase: https://www.crunchbase.com/organization/epfl extra: refs: ',https://doi.org/10.1371/journal.pone.0225734' topics: landscape-metrics,landscape-ecology,python,raster,land-change-analysis - item: name: pytesmo description: Python Toolbox for the Evaluation of Soil Moisture Observations. homepage_url: https://pytesmo.readthedocs.io repo_url: https://github.com/TUW-GEO/pytesmo logo: pytesmo.svg crunchbase: https://www.crunchbase.com/organization/technische-universit%C3%A4t-wien extra: refs: ',https://doi.org/10.5281/zenodo.596422\n\nTo,https://doi.org/10.5281/zenodo.596422' topics: python,remote-sensing,soil-moisture,earth-science,validation - item: name: pyTSEB description: >- Contains Python code for Two Source Energy Balance models (Priestley-Taylor TSEB-PT, Dual Time Difference DTD and TSEB with component soil and canopy temperatures TSEB-2T) for estimating sensible and latent heat flux based on measurements of radiometric surface temperature. homepage_url: https://pytseb.readthedocs.io repo_url: https://github.com/hectornieto/pyTSEB logo: pyTSEB.svg crunchbase: https://www.crunchbase.com/organization/consejo-superior-de-investigaciones-cient%C3%ADficas extra: topics: source-energy-balance,canopy,soil,radiometric-temperatures,heat,satellite-imagery,evapotranspiration - item: name: rSFSW2 description: An R package to create soil water balance simulation experiment. homepage_url: https://github.com/DrylandEcology/rSFSW2 repo_url: https://github.com/DrylandEcology/rSFSW2 logo: rSFSW2.svg extra: topics: simulation-framework,r-package,r,soil-water-balance organization: name: Dryland Ecology - item: name: SCOPE description: Simulation model for radiative transfer, photosynthesis and energy fluxes in vegetation and soil. homepage_url: https://scope-model.readthedocs.io/ repo_url: https://github.com/Christiaanvandertol/SCOPE logo: SCOPE.svg crunchbase: https://www.crunchbase.com/organization/l-universit%C3%A0-di-milano-bicocca extra: refs: ',https://doi.org/10.5194/gmd-2020-251.\n\nVan,https://doi.org/10.5194/bg-6-3109-2009' - item: name: sharpshootR description: Miscellaneous soil data management, summary, visualization, and conversion utilities to support soil survey. homepage_url: http://ncss-tech.github.io/sharpshootR/ repo_url: https://github.com/ncss-tech/sharpshootR logo: sharpshootR.svg crunchbase: https://www.crunchbase.com/organization/u-s-department-of-agriculture - item: name: sidb description: Contains information on laboratory soil incubation experiments, with emphasis on time series of CO2 release. homepage_url: https://soilbgc-datashare.github.io/sidb/ repo_url: https://github.com/SoilBGC-Datashare/sidb project_org: https://github.com/SoilBGC-Datashare logo: sidb.svg crunchbase: https://www.crunchbase.com/organization/max-planck-society extra: refs: ',https://doi.org/10.5281/zenodo.3871263,https://doi.org/10.5194/essd-2019-184' topics: scientific,database,soil,science,open-data - item: name: Simsphere description: A one-dimensional model that allows one to simulate the transfer of heat and moisture between plants, soil and atmosphere over a 24 hour day. homepage_url: https://simsphere.ems.psu.edu repo_url: https://github.com/tjc181/simsphere logo: Simsphere.svg crunchbase: https://www.crunchbase.com/organization/pennsylvania-state-university - item: name: SITS description: Enables users to apply machine learning techniques for classifying image time series obtained from earth observation data cubes. homepage_url: https://e-sensing.github.io/sitsbook/ repo_url: https://github.com/e-sensing/sits logo: SITS.svg crunchbase: https://www.crunchbase.com/organization/instituto-nacional-de-pesquisas-espaciais extra: topics: remote-sensing,satellite-imagery,big-earth-data,geospatial,data-cubes - item: name: slga description: Offers the ability to download geographic subsets of raster data from the Soil and Landscape Grid of Australia. homepage_url: https://obrl-soil.github.io/slga/index.html repo_url: https://github.com/obrl-soil/slga logo: slga.svg crunchbase: https://www.crunchbase.com/organization/manaaki-whenua-landcare-research extra: topics: soil,australia,raster-data,wcs,r,terrain,digital-soil-mapping - item: name: smapr description: An R package for acquisition and processing of NASA (Soil Moisture Active-Passive) SMAP data. homepage_url: https://docs.ropensci.org/smapr repo_url: https://github.com/ropensci/smapr logo: smapr.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: nasa,smap-data,raster,extract-data,acquisition,soil-moisture,soil-moisture-sensor,soil-mapping,peer-reviewed,r,r-package,rstats - item: name: Soil Erosion Watch description: A Google Earth Engine App to explore the state of the world's degraded soils. homepage_url: https://soilwatch.eu/ repo_url: https://github.com/SoilWatch/soil-erosion-watch project_org: https://github.com/SoilWatch logo: Soil Erosion Watch.svg crunchbase: https://www.crunchbase.com/organization/soilwatch - item: name: soilDB description: Simplified Access to NCSS Soil Databases. homepage_url: http://ncss-tech.github.io/soilDB/ repo_url: https://github.com/ncss-tech/soilDB logo: soilDB.svg crunchbase: https://www.crunchbase.com/organization/u-s-department-of-agriculture extra: topics: nrcs,usda,soil,soil-survey,sql,nasis,soil-data-access,soilweb,kssl - item: name: SoilGrids description: A system for automated soil mapping based on global soil profile and environmental covariate data at 250 m spatial resolution. homepage_url: https://soilgrids.org/ repo_url: https://github.com/ISRICWorldSoil/SoilGrids250m additional_repos: - repo_url: https://git.wur.nl/isric/soilgrids/soilgrids.notebooks/ logo: SoilGrids.svg crunchbase: https://www.crunchbase.com/organization/wageningen-university-and-research-centre - item: name: SoilHealthDB description: >- Compiled data from a set of soil health measurements collected across 41 countries around the world, which includes 5,241 data entries from 281 published studies. homepage_url: https://github.com/jinshijian/SoilHealthDB repo_url: https://github.com/jinshijian/SoilHealthDB logo: SoilHealthDB.svg crunchbase: https://www.crunchbase.com/organization/virginia-tech - item: name: soilReports description: An R package that assists with the setup and operation of a collection of soil data summary, comparison, and evaluation reports. homepage_url: https://github.com/ncss-tech/soilReports repo_url: https://github.com/ncss-tech/soilReports logo: soilReports.svg crunchbase: https://www.crunchbase.com/organization/u-s-department-of-agriculture extra: topics: usda,nrcs,soil,soil-survey,nasis - item: name: soils-revealed description: Platform for direct visualization, analysis and reporting of soil organic carbon predictions and changes over time. homepage_url: https://soilsrevealed.org/ repo_url: https://github.com/Vizzuality/soils-revealed logo: soils-revealed.svg crunchbase: https://www.crunchbase.com/organization/vizzuality extra: topics: soils,soils-revealed,climate-change,food-security,water-quality - item: name: srdb description: Global soil respiration database. homepage_url: https://github.com/bpbond/srdb repo_url: https://github.com/bpbond/srdb logo: srdb.svg crunchbase: https://www.crunchbase.com/organization/pacific-northwest-national-laboratory extra: refs: ',https://doi.org/10.3334/ORNLDAAC/1235,https://doi.org/10.5194/essd-13-255-2021' topics: data,soil-respiration,science,carbon-cycle,soil,global-database - item: name: stats_for_soil_survey description: Lecture material on "Statistics for Pedologists". homepage_url: https://ncss-tech.github.io/stats_for_soil_survey/ repo_url: https://github.com/ncss-tech/stats_for_soil_survey logo: stats_for_soil_survey.svg crunchbase: https://www.crunchbase.com/organization/u-s-department-of-agriculture - item: name: STEP description: >- ESA is developing free open source toolboxes for the scientific exploitation of Earth Observation missions under the Scientific Exploitation of Operational Missions programme element. homepage_url: http://step.esa.int/main/ repo_url: null logo: STEP.svg crunchbase: https://www.crunchbase.com/organization/european-space-agency-f580 - item: name: Terraso description: Develop an open source technology platform to help local community leaders practice Integrated Landscape Management. homepage_url: https://terraso.org/ repo_url: https://github.com/techmatters/terraso-backend additional_repos: - repo_url: https://github.com/techmatters/terraso-wp-theme - repo_url: https://github.com/techmatters/terraso-web-client-e2e - repo_url: https://github.com/techmatters/terraso-web-client - repo_url: https://github.com/techmatters/terraso-backend - repo_url: https://github.com/techmatters/terraso-ilm-guide-plugin - repo_url: https://github.com/techmatters/terraso-mobile-client - repo_url: https://github.com/techmatters/terraso-allauth - repo_url: https://github.com/techmatters/terraso-cron-job - repo_url: https://github.com/techmatters/terraso-library-prototype logo: Terraso.svg crunchbase: https://www.crunchbase.com/organization/techmatters - item: name: Trends.Earth description: A QGIS plugin that supports monitoring of land change, including changes in productivity, land cover, and soil organic carbon. homepage_url: http://trends.earth repo_url: https://github.com/ConservationInternational/trends.earth logo: Trends.Earth.svg crunchbase: https://www.crunchbase.com/organization/conservation-international extra: topics: >- qgis-plugin,conservation,remote-sensing,python,sdgs,sustainable-development-goals,conservation-international,unccd,ldn,gef,toolbox,trends,land,earth,land-degradation,climate,climate-change,natural-climate-solutions - item: name: US_SoilGrids100m description: >- Complete-coverage gridded predictions of soil properties (percent organic carbon, total nitrogen, bulk density, pH, and percent sand and clay) and classes (taxonomic great group and particle size in the control section) for the Conterminous U.S. homepage_url: https://github.com/aramcharan/US_SoilGrids100m repo_url: https://github.com/aramcharan/US_SoilGrids100m logo: US_SoilGrids100m.svg crunchbase: https://www.crunchbase.com/organization/pennsylvania-state-university extra: refs: ',https://doi.org/10.18113/S1KW2H' - subcategory: name: Agriculture and Nutrition items: - item: name: Agridat description: An extensive collection of datasets from agricultural experiments. homepage_url: https://github.com/kwstat/agridat repo_url: https://github.com/kwstat/agridat logo: Agridat.svg crunchbase: https://www.crunchbase.com/organization/corteva-agriscience extra: topics: rstats,data - item: name: AgroMo description: An Integrated Assessment and Modelling software that integrates a crop, biogeochemical and a agro-economical model. homepage_url: http://agromo.atk.hu/EN/index.html repo_url: https://github.com/hollorol/AgroMo logo: AgroMo.svg extra: topics: crop-modeling,climate-change,decision-support,big-data,biogeochemical-model,gridded-data,grid-simulation,agriculture,crop-model organization: name: Centre for Agricultural Research (ATK) - item: name: ApsimX description: An agricultural modeling framework used extensively worldwide. homepage_url: http://www.apsim.info repo_url: https://github.com/APSIMInitiative/ApsimX project_org: https://github.com/APSIMInitiative logo: ApsimX.svg organization: name: APSIM Initiative - item: name: Automatic field delineation description: Generate automatic contours for agricultural parcels, given Sentinel-2 images. homepage_url: https://github.com/sentinel-hub/field-delineation repo_url: https://github.com/sentinel-hub/field-delineation logo: Automatic field delineation.svg crunchbase: https://www.crunchbase.com/organization/sentinel-hub - item: name: BreizhCrops description: A Satellite Time Series Dataset for Crop Type Identification. homepage_url: https://github.com/dl4sits/BreizhCrops repo_url: https://github.com/dl4sits/BreizhCrops logo: BreizhCrops.svg crunchbase: https://www.crunchbase.com/organization/technical-university-of-munich - item: name: Crop-Classification description: Provides codes for crop classification using multi temporal satellite images. homepage_url: https://github.com/bhavesh907/Crop-Classification repo_url: https://github.com/bhavesh907/Crop-Classification logo: Crop-Classification.svg crunchbase: https://www.crunchbase.com/organization/stanford-university extra: topics: agriculture-research,agricultural-modelling,satellite-images,crop-classification - item: name: CropHarvest description: Collects data from a variety of agricultural land use datasets and remote sensing products. homepage_url: https://github.com/nasaharvest/cropharvest repo_url: https://github.com/nasaharvest/cropharvest logo: CropHarvest.svg crunchbase: https://www.crunchbase.com/organization/nasa-harvest extra: refs: ',https://zenodo.org/record/5828893,https://zenodo.org/record/7257688' - item: name: Cycles description: >- A daily time-step agroecosystem model that simulates the biophysical processes and management practices occurring within cropping systems and other land uses. homepage_url: https://psumodeling.github.io/Cycles/ repo_url: https://github.com/PSUmodeling/Cycles logo: Cycles.svg crunchbase: https://www.crunchbase.com/organization/pennsylvania-state-university - item: name: dormancyR description: >- Provide alternatives to common chill models used in horticulture to compute chill metrics in deciduous fruit tree orchards as well as functions to handle weather data. homepage_url: https://github.com/EduardoFernandezC/dormancyR repo_url: https://github.com/EduardoFernandezC/dormancyR logo: dormancyR.svg crunchbase: https://www.crunchbase.com/organization/pontificia-universidad-cat%C3%B3lica-de-valpara%C3%ADso extra: refs: ',https://doi.org/10.1016/j.eja.2020.126103' topics: weather-data,chill-models,agronomy - item: name: DSSAT Cropping System Model description: >- Has been used for many applications ranging from on-farm and precision management to regional assessments of the impact of climate variability and climate change. homepage_url: https://github.com/DSSAT/dssat-csm-os repo_url: https://github.com/DSSAT/dssat-csm-os logo: DSSAT Cropping System Model.svg extra: topics: agriculture-research,crop-simulation-models,crop-model organization: name: DSSAT Foundation - item: name: Eodal homepage_url: https://www.eoa-team.net/ repo_url: https://github.com/lukasValentin/OBIA4RTM logo: OBIA4RTM.svg crunchbase: https://www.crunchbase.com/organization/agroscope extra: refs: ',https://zenodo.org/badge/latestdoi/184379375,https://zenodo.org/badge/latestdoi/184379375' topics: obia,image-analysis,rtm,vegetation,remote,remote-sensing,google-earth-engine,sentinel-2,imagery - item: name: EuroCrops description: A dataset collection combining all publicly available self-declared crop reporting datasets from countries of the European Union. homepage_url: https://www.eurocrops.tum.de repo_url: https://github.com/maja601/EuroCrops logo: EuroCrops.svg crunchbase: https://www.crunchbase.com/organization/technical-university-of-munich extra: refs: ',https://zenodo.org/record/6866846' topics: dataset,opendata,agriculture,machine-learning,deep-learning,sentinel-2 - item: name: FABIO description: Forestry and Agriculture Biomass Input-Output Tables. homepage_url: https://github.com/fineprint-global/fabio repo_url: https://github.com/fineprint-global/fabio logo: FABIO.svg extra: topics: agriculture,food,mrio-tables,piot,faostat organization: name: FINEPRINT - item: name: Farmbot description: Humanity's open-source CNC farming machine. homepage_url: https://my.farm.bot repo_url: https://github.com/FarmBot/Farmbot-Web-App project_org: https://github.com/FarmBot logo: Farmbot.svg crunchbase: https://www.crunchbase.com/organization/farmbot extra: topics: farmbot - item: name: FarmOS description: Open source web-based application for farm management, planning, and record keeping. homepage_url: https://farmos.org/ repo_url: https://github.com/farmOS/farmOS project_org: https://github.com/farmOS logo: FarmOS.svg organization: name: FarmOS - item: name: Fisheries Stock Assessment description: Provides R functions to conduct typical introductory fisheries analyses. homepage_url: https://fishr-core-team.github.io/FSA/ repo_url: https://github.com/fishR-Core-Team/FSA logo: Fisheries Stock Assessment.svg extra: refs: ',https://zenodo.org/badge/latestdoi/18348400' topics: fisheries,fisheries-stock-assessment,stock-assessment,fish,population-dynamics,fisheries-management,r organization: name: fishR Core Team - item: name: fishRman description: Shiny R Dashboard to easily query, download, analyse and visualise Global Fishing Watch data on fishing effort. homepage_url: https://osmos.xyz/ repo_url: https://github.com/Shyentist/fish-r-man logo: fishRman.svg extra: refs: ',https://doi.org/10.21105/joss.03467,https://doi.org/10.21105/joss.03467**\r\n-' topics: >- marine-biology,fisheries,fisheries-research,fisheries-management,shiny,r,open-source,globalfishingwatch,global-fishing-watch,dashboard,fishing-effort organization: name: Open Source for Open Seas - item: name: Food and Agriculture Organization Corporate Statistical Database description: Disseminates statistical data collected and maintained by the Food and Agriculture Organization. homepage_url: http://www.fao.org/faostat/en/#data logo: Food and Agriculture Organization Corporate Statistical Database.svg crunchbase: https://www.crunchbase.com/organization/fao - item: name: GlobalFishingWatch description: Track commercial fishing activity worldwide on the free, user-friendly, interactive Global Fishing Watch map. homepage_url: http://globalfishingwatch.org/ repo_url: https://github.com/GlobalFishingWatch/map-client logo: GlobalFishingWatch.svg crunchbase: https://www.crunchbase.com/organization/global-fishing-watch - item: name: Growstuff description: Open source and open data platform that can predict when your plantings will be ready to harvest. homepage_url: http://growstuff.org/ repo_url: https://github.com/Growstuff/growstuff logo: Growstuff.svg extra: topics: gardening,food organization: name: Growstuff - item: name: HappyPlants description: Creating your own plant database in a visual way. homepage_url: https://happyplants.garden repo_url: https://github.com/morkro/happy-plants logo: HappyPlants.svg extra: topics: vuejs,pwa,plants,happy-plants,gardening,green-technologies,lernajs,houseplants,firebase organization: name: Moritz Kröger - item: name: Is-Vegan description: Helps you to find out which food ingredients are vegan / non-vegan. homepage_url: https://is-vegan.netlify.app/ repo_url: https://github.com/hmontazeri/is-vegan logo: Is-Vegan.svg extra: topics: vegan,food,ingredients,npm organization: name: Hamed Montazeri - item: name: Karrot description: Web application for organization of foodsaving groups worldwide. homepage_url: https://karrot.world repo_url: https://github.com/karrot-dev/karrot-frontend project_org: https://github.com/karrot-dev logo: Karrot.svg extra: topics: social,community,organization,food,grassroots organization: name: Foodsaving Worldwide Dev Team - item: name: MAgPIE description: Model of Agricultural Production and its Impact on the Environment. homepage_url: https://magpiemodel.github.io/ repo_url: https://github.com/magpiemodel/magpie project_org: https://github.com/magpiemodel logo: MAgPIE.svg crunchbase: https://www.crunchbase.com/organization/potsdam-institute-for-climate-impact-research extra: refs: ',https://zenodo.org/badge/latestdoi/135430060,https://doi.org/10.5194/gmd-12-1299-2019\n\nThe' topics: magpie,pik,gams,land - item: name: mizer description: An R package to run dynamic multi-species size-spectrum models of fish communities. homepage_url: https://sizespectrum.org/mizer repo_url: https://github.com/sizespectrum/mizer logo: mizer.svg crunchbase: https://www.crunchbase.com/organization/horizon-europe extra: topics: >- r,fisheries,ecosystem-model,fish-population-dynamics,species-interactions,marine-ecosystem,simulation,fisheries-management,population-dynamics,size-structure,transport-equation - item: name: monica description: A dynamic, process-based simulation model which describes transport and bio-chemical turn-over of carbon, nitrogen and water in agro-ecosystems. homepage_url: https://github.com/zalf-rpm/monica repo_url: https://github.com/zalf-rpm/monica logo: monica.svg organization: name: Research Platform "Data Analysis & Simulation" - item: name: MudPi description: A scalable smart garden system that allows you to maintain controls, monitor conditions, and sustainably manage resources of your garden. homepage_url: https://mudpi.app repo_url: https://github.com/mudpi/mudpi-core logo: MudPi.svg crunchbase: https://www.crunchbase.com/organization/mudpi extra: topics: raspberry-pi,python,redis,arduino,garden,automation - item: name: OBI description: >- The Open-Bodem-Index-Calculator is a tool that evaluates the soil of agricultural fields based on four main criteria: chemical, physical, biological and management. homepage_url: https://agrocares.github.io/Open-Bodem-Index-Calculator/ repo_url: https://github.com/AgroCares/Open-Bodem-Index-Calculator logo: OBI.svg extra: topics: r,package,soil,agriculture organization: name: Nutriënten Management Instituut - item: name: OpenFarm description: A free and open database and web application for farming and gardening knowledge. homepage_url: https://OpenFarm.cc repo_url: https://github.com/openfarmcc/OpenFarm logo: OpenFarm.svg extra: topics: gardening,farming,plants,open-source,rails organization: name: OpenFarm - item: name: openfoodfacts-server description: Open Food Facts is a collaborative, free and open database of food products from around the world. homepage_url: https://github.com/openfoodfacts/openfoodfacts-server repo_url: https://github.com/openfoodfacts/openfoodfacts-server logo: openfoodfacts-server.svg crunchbase: https://www.crunchbase.com/organization/open-food-facts extra: topics: food,food-products,perl,database,crowdsourcing,nutrition,recycling,allergies,allergens,hacktoberfest,environment - item: name: openfoodnetwork description: >- An online marketplace for local food. It enables a network of independent online food stores that connects farmers and food hubs with individuals and local businesses. homepage_url: https://www.openfoodnetwork.org/become-a-contributor/ repo_url: https://github.com/openfoodfoundation/openfoodnetwork logo: openfoodnetwork.svg extra: topics: food,ruby,food-hubs,rails,farmers,sustainable-consumption,nonprofit,hacktoberfest organization: name: Open Food Foundation - item: name: plantFEM description: >- A plant simulator based on Finite Element Method, which targets crops in fields. This software provides multi-physical simulations of agriculture for canopies, plants, and organs for farmers, breeders, and agronomists. homepage_url: https://plantfem.org/ repo_url: https://github.com/kazulagi/plantFEM logo: plantFEM.svg crunchbase: https://www.crunchbase.com/organization/tokyo-institute-of-technology extra: topics: agriculture,finite-element-methods,fem - item: name: POSEIDON description: A fishery agent-based model. homepage_url: https://github.com/poseidon-fisheries/POSEIDON repo_url: https://github.com/poseidon-fisheries/POSEIDON logo: POSEIDON.svg extra: topics: fisheries,agent-based-modeling organization: name: POSEIDON - item: name: powerplant description: Provides intelligent planting suggestions which maximize positive crop interaction for the mutual benefit of all your crops. homepage_url: https://github.com/Ecohackerfarm/powerplant repo_url: https://github.com/Ecohackerfarm/powerplant logo: powerplant.svg extra: topics: powerplant,garden,react,redux,javascript,crop,permaculture,pouchdb organization: name: Eco Hacker Farm - item: name: r4ss description: A fisheries stock assessment model written by Rick Methot. homepage_url: https://r4ss.github.io/r4ss/ repo_url: https://github.com/r4ss/r4ss logo: r4ss.svg extra: refs: ',https://doi.org/10.1016/j.fishres.2021.105924' topics: stock-synthesis organization: name: R4SS - item: name: ramlegacy homepage_url: https://github.com/ropensci/ramlegacy/ repo_url: https://github.com/ropensci/ramlegacy logo: ramlegacy.svg crunchbase: https://www.crunchbase.com/organization/ropensci - item: name: Resilience Atlas description: >- An interactive analytical tool for building understanding of the extent and severity of some of the key stressors and shocks that are affecting rural livelihoods, production systems, and ecosystems in the Sahel, Horn of Africa and South and Southeast Asia. homepage_url: https://github.com/ConservationInternational/resilienceatlas repo_url: https://github.com/ConservationInternational/resilienceatlas logo: Resilience Atlas.svg crunchbase: https://www.crunchbase.com/organization/conservation-international extra: topics: resilience,bigdata,conservation,sustainability,climate-change - item: name: RFishBC description: Helps fisheries scientists collect measurements from calcified structures and back-calculate estimated lengths at previous ages. homepage_url: https://fishr-core-team.github.io/RFishBC/ repo_url: https://github.com/fishR-Core-Team/RFishBC logo: RFishBC.svg extra: refs: ',https://doi.org/10.5281/zenodo.1218245' topics: fish,fisheries,stock-assessment,population-dynamics,fisheries-stock-assessment,fisheries-management,r organization: name: fishR Core Team - item: name: rfisheries description: Interacting with fisheries databases at openfisheries.org. homepage_url: https://docs.ropensci.org/rfisheries repo_url: https://github.com/ropensci/rfisheries logo: rfisheries.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: fisheries,open-data,openfisheries,r,rstats,r-package - item: name: rice-awd-shb description: >- Research compendium for a report on the effects of using alternate wetting and drying irrigation techniques and nitrogen rates on sheath blight disease in rice paddies. homepage_url: https://adamhsparks.github.io/rice-awd-shb/ repo_url: https://github.com/adamhsparks/rice-awd-shb logo: rice-awd-shb.svg crunchbase: https://www.crunchbase.com/organization/university-of-southern-queensland extra: refs: ',https://doi.org/10.5281/zenodo.3889800,https://doi.org/10.5281/zenodo.3889800,https://doi.org/xxx/xxx,https://doi.org/xxx/xxx' topics: >- nitrogen-managements,water,rice,sheath-blight,awd,irrigation,rhizoctonia-solani,rhizoctonia,plant-disease,botanical-epidemiology,nitrogen,fertilisation,fertilizer,split-plot,agriculture,agriculture-research,reproducible-research,r,rstats - item: name: seedr description: An R package that provides functions to fit hydro and thermal time germination models. homepage_url: https://github.com/efernandezpascual/seedr repo_url: https://github.com/efernandezpascual/seedr logo: seedr.svg crunchbase: https://www.crunchbase.com/organization/university-of-oviedo extra: topics: seeds,botany,ecology,agronomy,germination - item: name: Sentinels for Common Agriculture Policy description: >- Aims at providing to the European and national stakeholders validated algorithms, products, workflows and best practices for agriculture monitoring relevant for the management. homepage_url: http://www.esa-sen2agri.org repo_url: https://github.com/Sen2Agri/Sen2Agri-System logo: Sentinels for Common Agriculture Policy.svg extra: topics: otb,esa,gdal,agricultural organization: name: ESA DUE Sentinel-2 For Agriculture - item: name: ss3sim description: >- An R package that facilitates flexible, rapid, and reproducible fisheries stock assessment simulation testing with the widely-used Stock Synthesis statistical age-structured stock assessment framework. homepage_url: https://ss3sim.github.io/ss3sim/ repo_url: https://github.com/ss3sim/ss3sim logo: ss3sim.svg crunchbase: https://www.crunchbase.com/organization/noaa-marine-fisheries extra: topics: r,fisheries,stock-synthesis,simulation,r-package - item: name: Trefle description: >- A botanical JSON REST API for plants species, allowing you to search and query over all the registered species, and build the next gardening apps and farming robots. homepage_url: https://trefle.io repo_url: https://github.com/treflehq/trefle-api logo: Trefle.svg extra: topics: trefle,trefle-api,plants,api-rest,biodiversity,database,hacktoberfest,plants-species,gardening-apps,farming-robots organization: name: Trefle - item: name: VeganCheck.me description: >- A multilingual progressive web app, which scans the EAN or UPC codes of over 3.000.000 food- or non-food-products and simply tells you if it they're vegan or not. homepage_url: https://vegancheck.me repo_url: https://github.com/JokeNetwork/vegancheck.me logo: VeganCheck.me.svg extra: topics: >- scanner,barcode,html5,css,sass,javascript,vegan,vegan-ingredients,vegan-dishes,nutrition-information,nutrition,nutrition-services,pwa,progressive-web-app,scannerbarcode,scan,barcode-scanner,openfoodfacts,openbeautyfacts,nutriscore organization: name: JokeNetwork Open Web - subcategory: name: Natural Hazard and Poverty items: - item: name: Cahaba description: Flood inundation mapping and evaluation software configured to work with U.S. National Water Model. homepage_url: https://github.com/NOAA-OWP/inundation-mapping repo_url: https://github.com/NOAA-OWP/inundation-mapping logo: Cahaba.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration extra: refs: ',https://doi.org/10.1111/1752-1688.12661,https://doi.org/10.1111/1752-1688.12660' topics: inundation,mapping,evaluation,hydrology,gis,flood-inundation-maps,national-water-center,noaa,national-hydrography-dataset - item: name: CaMa description: Designed to simulate the hydrodynamics in continental-scale rivers. homepage_url: https://github.com/global-hydrodynamics/CaMa-Flood_v4 repo_url: https://github.com/global-hydrodynamics/CaMa-Flood_v4 logo: CaMa.svg organization: name: Global Hydrodynamics Lab - item: name: CAMS description: Critical Asset Management and Disaster Resilience for Islands, Cities, and Communities. homepage_url: https://climateresilient.world/ repo_url: https://github.com/CriticalAssetManagement/CAMS-Dashboard project_org: https://github.com/CriticalAssetManagement logo: CAMS.svg crunchbase: https://www.crunchbase.com/organization/united-nations extra: topics: open-source - item: name: CanFlood description: Flood Risk modelling toolbox for Canada. homepage_url: https://canflood.readthedocs.io/ repo_url: https://github.com/NRCan/CanFlood logo: CanFlood.svg crunchbase: https://www.crunchbase.com/organization/natural-resources-canada extra: topics: qgis,flood-risk-models,canada,flood,disaster - item: name: Flood Mapping description: Flood forecasting via the National Water Model. homepage_url: https://mikejohnson51.github.io/FloodMapping/ repo_url: https://github.com/mikejohnson51/FloodMapping logo: Flood Mapping.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration extra: refs: ',https://zenodo.org/badge/latestdoi/130427796' topics: floods,national-water-model,hand,mapping - item: name: Global Flood Database Scripts & Data description: Used to produce the Global Flood Database and assess changes in population exposed to floods. homepage_url: https://github.com/cloudtostreet/MODIS_GlobalFloodDatabase repo_url: https://github.com/cloudtostreet/MODIS_GlobalFloodDatabase logo: Global Flood Database Scripts & Data.svg extra: refs: ',https://doi.org/10.1038/s41586-021-03695-w*\n\n###' organization: name: Cloud to Street - item: name: GLOCOFFS description: An ADCIRC-based global storm tide modeling system providing real-time forecasts of coastal flooding. homepage_url: https://wpringle.github.io/GLOCOFFS/ repo_url: https://github.com/WPringle/GLOCOFFS logo: GLOCOFFS.svg crunchbase: https://www.crunchbase.com/organization/argonne-national-laboratory extra: refs: >- ,https://doi.org/10.5194/gmd-14-1125-2021,https://doi.org/10.5194/gmd-12-1847-2019,https://doi.org/10.5194/gmd-14-1125-2021,https://doi.org/10.17615/39bf-wa56,https://doi.org/10.5194/gmd-12-1847-2019 - item: name: HYDRAFloods description: An open source Python application for downloading, processing, and delivering surface water maps derived from remote sensing data. homepage_url: https://servir-mekong.github.io/hydra-floods/ repo_url: https://github.com/Servir-Mekong/hydra-floods logo: HYDRAFloods.svg crunchbase: https://www.crunchbase.com/organization/servir-global extra: topics: remote-sensing,surface-water,flood,near-real-time,earth-engine,google-cloud refs: ',https://doi.org/10.3390/rs12152469\nwater_imgs' - item: name: InaSAFE description: QGIS plugin for estimating impact from natural disasters. homepage_url: https://www.inasafe.org repo_url: https://github.com/inasafe/inasafe project_org: https://github.com/inasafe logo: InaSAFE.svg crunchbase: https://www.crunchbase.com/organization/ministry-of-communication-and-informatics extra: topics: qgis-plugin,python,qgis,inasafe,risk,disasterresponse - item: name: LISFLOOD description: A spatially distributed water resources model, developed by the Joint Research Centre of the European Commission since 1997. homepage_url: https://ec-jrc.github.io/lisflood repo_url: https://github.com/ec-jrc/lisflood-code additional_repos: - repo_url: https://github.com/ec-jrc/lisflood-lisvap - repo_url: https://github.com/ec-jrc/lisflood-calibration - repo_url: https://github.com/ec-jrc/lisflood-utilities - repo_url: https://github.com/ec-jrc/lisflood-usecases - repo_url: https://github.com/ec-jrc/lisflood-model - repo_url: https://github.com/ec-jrc/lisflood-tests logo: LISFLOOD.svg crunchbase: https://www.crunchbase.com/organization/european-commission extra: topics: flood,forecasting,environmental-modelling,lisflood,lisvap,efas,glofas,cordex,copernicus - item: name: ML4Floods description: An ecosystem of data, models and code pipelines to tackle flooding with machine learning. homepage_url: http://trillium.tech/ml4floods repo_url: https://github.com/spaceml-org/ml4floods logo: ML4Floods.svg organization: name: SpaceML - item: name: OasisLMF description: An open source catastrophe modelling platform, free to use by anyone. homepage_url: https://oasislmf.org/ repo_url: https://github.com/OasisLMF/OasisLMF project_org: https://github.com/OasisLMF logo: OasisLMF.svg crunchbase: https://www.crunchbase.com/organization/climate-kic extra: topics: catastrophe-modelling,catastrophe-model,risk,hazard,vulnerability,loss,insurance,reinsurance - item: name: pystorms description: Simulation Sandbox for the Design and Evaluation of Stormwater Control Algorithms. homepage_url: https://www.pystorms.org repo_url: https://github.com/kLabUM/pystorms logo: pystorms.svg organization: name: Real-time water systems lab - item: name: StormEvents description: Provides Python interfaces for observational data surrounding named storm events. homepage_url: https://stormevents.readthedocs.io repo_url: https://github.com/oceanmodeling/StormEvents logo: StormEvents.svg organization: name: Ocean Modeling Collaboration - category: name: Sustainable Development subcategories: - subcategory: name: Sustainable Development Goals items: - item: name: Europe Sustainable Development Reports description: Track the progress of the European Union and European Countries towards the Sustainable Development Goals. homepage_url: https://eu-dashboards.sdgindex.org/ repo_url: https://github.com/sdsna/2019EUIndex logo: Europe Sustainable Development ReportS.svg crunchbase: https://www.crunchbase.com/organization/sustainable-development-solutions-network - item: name: Open SDG description: A platform for collecting and disseminating data for the Sustainable Development Goal global indicators. homepage_url: https://open-sdg.org repo_url: https://github.com/open-sdg/open-sdg project_org: https://github.com/open-sdg logo: open-sdg.svg organization: name: Open SDG - item: name: OSDG description: Tool that assigns Sustainable Development Goals labels to your input. homepage_url: https://github.com/osdg-ai/osdg-tool repo_url: https://github.com/osdg-ai/osdg-tool project_org: https://github.com/osdg-ai logo: OSDG.svg organization: name: OSDG - item: name: SDG Tracker description: Sustainable Development Goals tracker website. homepage_url: https://sdg-tracker.org/ repo_url: https://github.com/owid/sdg-tracker.org logo: sdg-tracker.org.svg organization: name: Global Change Data Lab - item: name: SDGIO description: The repository for the Sustainable Development Goals Interface Ontology. homepage_url: https://www.unep.org/explore-topics/sustainable-development-goals/what-we-do/monitoring-progress/sdg-interface-ontology repo_url: https://github.com/SDG-InterfaceOntology/sdgio project_org: https://github.com/SDG-InterfaceOntology logo: SDGIO.svg crunchbase: https://www.crunchbase.com/organization/un-environment-programme - item: name: SDGmapR description: R functions and datasets related to the mapping of text to the United Nations 17 Sustainable Development Goals. homepage_url: https://github.com/CMUSustainability/SDGmapR repo_url: https://github.com/CMUSustainability/SDGmapR logo: SDGmapR.svg crunchbase: https://www.crunchbase.com/organization/carnegie-mellon-university - item: name: Sustainable Development Report description: International Sustainable Development Reports. homepage_url: https://www.sdgindex.org/ repo_url: https://github.com/sdsna/SDR2020 logo: sdgindex.svg crunchbase: https://www.crunchbase.com/organization/sustainable-development-solutions-network - item: name: SustainBench description: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning. homepage_url: https://sustainlab-group.github.io/sustainbench repo_url: https://github.com/sustainlab-group/sustainbench logo: SustainBench.svg crunchbase: https://www.crunchbase.com/organization/stanford-university extra: topics: machine-learning,deep-learning,sustainability,sdgs - item: name: text2sdg description: Multi-system analysis package that identifies SDGs in text, opening up the opportunity to monitor any type of text-based data. homepage_url: https://github.com/dwulff/text2sdg repo_url: https://github.com/dwulff/text2sdg logo: text2sdg.svg crunchbase: https://www.crunchbase.com/organization/university-of-basel extra: refs: ',https://doi.org/10.5281/zenodo.5553980,https://doi.org/10.5281/zenodo.5553980\n' - item: name: US Sustainable Development Goal indicators description: U.S. National Reporting Platform for the Sustainable Development Goals. homepage_url: https://sdg.data.gov repo_url: https://github.com/GSA/sdg-indicators-usa logo: US Sustainable Development Goal indicators.svg crunchbase: https://www.crunchbase.com/organization/us-general-services-administration - subcategory: name: Sustainable Investment items: - item: name: gfer description: >- Designed for green finance and environmental risk research focused on data collecting and analyzing in green finance and environmental risk research and analysis. homepage_url: https://yuanchao-xu.github.io/gfer/ repo_url: https://github.com/Yuanchao-Xu/gfer logo: gfer.svg crunchbase: https://www.crunchbase.com/organization/ernst-young extra: topics: green-finance,data-scraping,data-analysis,stock-data,environmental-risk,corporate-social-responsibility,csr - item: name: Integrated Valuation of Ecosystem Services and Tradeoffs description: A family of tools for quantifying the values of natural capital in clear, credible, and practical ways. homepage_url: https://naturalcapitalproject.stanford.edu/software/invest repo_url: https://github.com/natcap/invest logo: Integrated Valuation of Ecosystem Services and Tradeoffs.svg crunchbase: https://www.crunchbase.com/organization/natural-capital-project extra: topics: gis,ecosystem-services,geospatial - item: name: Investment Framework for a More Sustainable World description: >- This framework was created as a tool for those seeking to make emissions reductions and sustainability related investments with the goal of mitigating the impacts of climate change, based on guidelines set forth by Chamath Palihapitiya in July 2020. homepage_url: https://github.com/My-Climate-Journey/climate-sustainability-investment-framework repo_url: https://github.com/My-Climate-Journey/climate-sustainability-investment-framework logo: Investment Framework for a More Sustainable World.svg organization: name: My Climate Journey - item: name: MimiFUND.jl description: Used to perform cost-benefit and cost-effectiveness analyses of greenhouse gas emission reduction policies. homepage_url: https://www.fund-model.org repo_url: https://github.com/fund-model/MimiFUND.jl logo: MimiFUND.jl.svg organization: name: Richard Tol - item: name: open-climate-investing description: Application and data for analyzing and structuring portfolios for climate investing. homepage_url: https://climate-investing-book.opensourcestrategies.com/v/main/book repo_url: https://github.com/opentaps/open-climate-investing logo: open-climate-investing.svg crunchbase: https://www.crunchbase.com/organization/open-source-strategies extra: topics: >- finance,stock-market,stock,factor-analysis,fama-french,modern-portfolio-theory,modern-portfolio-analysis,hacktoberfest,hacktoberfest2021,climate-change,climate-data,esg - item: name: OS-Climate Data Commons description: Collect, normalize and integrate climate and ESG data from public and private sources. homepage_url: https://github.com/os-climate/os_c_data_commons repo_url: https://github.com/os-climate/os_c_data_commons logo: OS-Climate Data Commons.svg organization: name: OS-Climate - item: name: r2dii.analysis description: Summarize key metrics attributed to the portfolio (e.g. production, emission factors), and calculate targets based on climate scenarios. homepage_url: https://rmi-pacta.github.io/r2dii.analysis repo_url: https://github.com/RMI-PACTA/r2dii.analysis logo: r2dii.analysis.svg crunchbase: https://www.crunchbase.com/organization/rocky-mountain-institute - item: name: Real Impact Tracker Methodology description: A methodology to assess the Real Impact of funds on social and environmental issues. homepage_url: https://github.com/realimpat/Real-Impact-Tracker-Methodology repo_url: https://github.com/realimpat/Real-Impact-Tracker-Methodology logo: Real-Impact-Tracker-Methodology.svg crunchbase: https://www.crunchbase.com/organization/real-impact-tracker - item: name: SBTi Temperature Alignment tool description: >- Helps companies and financial institutions to assess the temperature alignment of current targets, commitments, and investment and lending portfolios, and to use this information to develop targets for official validation. homepage_url: https://sciencebasedtargets.org/ repo_url: https://github.com/ScienceBasedTargets/SBTi-finance-tool logo: SBTi Temperature Alignment tool.svg crunchbase: https://www.crunchbase.com/organization/world-resources-institute extra: topics: suistainable,finance,portfolio,climate-science,climate-model,climate-data - item: name: SSC description: Contains the source code for the technology and financial models contained within the National Renewable Energy Laboratory's System Advisor Model. homepage_url: https://github.com/NREL/ssc repo_url: https://github.com/NREL/ssc logo: SSC.svg crunchbase: https://www.crunchbase.com/organization/national-renewable-energy-laboratory - item: name: The REgional Model of INvestments and Development description: A modular open source multi-regional model incorporating the economy, the climate system and a detailed representation of the energy sector. homepage_url: https://www.pik-potsdam.de/en/institute/departments/transformation-pathways/models/remind repo_url: https://github.com/remindmodel/remind project_org: https://github.com/remindmodel logo: The REgional Model of INvestments and Development.svg crunchbase: https://www.crunchbase.com/organization/potsdam-institute-for-climate-impact-research extra: refs: ',https://zenodo.org/badge/latestdoi/226360184' - item: name: WHAT-IF description: Water, Hydropower, Agriculture Tool for Investment and Financing decision support tool. homepage_url: https://github.com/RaphaelPB/WHAT-IF/wiki repo_url: https://github.com/RaphaelPB/WHAT-IF logo: WHAT-IF.svg crunchbase: https://www.crunchbase.com/organization/technical-university-of-denmark extra: refs: ',https://doi.org/10.5194/hess-23-4129-2019,https://doi.org/10.5194/hess-23-4129-2019' - item: name: WikiRate description: Facilitates research and analysis on complex topics in collaboration with partners, to make ESG data open, comparable and useful for all. homepage_url: https://github.com/wikirate/wikirate repo_url: https://github.com/wikirate/wikirate project_org: https://github.com/wikirate logo: WikiRate.svg crunchbase: https://www.crunchbase.com/organization/wikirate - item: name: XDC Model description: Enable users, or any intereted subject, to understand and familiarize with the basic concepts of the X-Degree Compatibility methodology. homepage_url: https://gitlab.com/xdc-model/xdc repo_url: https://gitlab.com/xdc-model/xdc license: GNU Affero General Public License v3.0 logo: XDC Model.svg twitter: null crunchbase: https://www.crunchbase.com/organization/right-based-on-science - subcategory: name: Knowledge Platforms items: - item: name: Airminers description: >- The index of companies and projects mining carbon from the air for entrepreneurs, researchers, and funders to explore opportunities in carbon dioxide. homepage_url: http://www.airminers.org/ repo_url: null logo: Airminers.svg crunchbase: https://www.crunchbase.com/organization/airminers - item: name: Appropedia description: Shares knowledge to build rich, sustainable lives. homepage_url: https://www.appropedia.org repo_url: https://github.com/Appropedia/extension project_org: https://github.com/Appropedia logo: Appropedia.svg crunchbase: https://www.crunchbase.com/organization/appropedia - item: name: Climate and Economic Justice Screening Tool description: A tool to identify disadvantaged communities due to environmental, socioeconomic and health burdens. homepage_url: https://screeningtool.geoplatform.gov/ repo_url: https://github.com/usds/justice40-tool logo: Justice40 Tool.svg crunchbase: https://www.crunchbase.com/organization/u-s-digital-service extra: topics: open-source,environmental-justice,climate-change - item: name: Climate change in the contiguous United States description: The Washington Post's analysis of NOAA climate change data for the contiguous United States. homepage_url: https://github.com/washingtonpost/data-2C-beyond-the-limit-usa repo_url: https://github.com/washingtonpost/data-2C-beyond-the-limit-usa logo: Climate change in the contiguous United States.svg crunchbase: https://www.crunchbase.com/organization/washington-post - item: name: Climate Impact Lab description: >- A team of economists, climate scientists, data engineers, and risk analysts are building the world's most comprehensive body of research quantifying the impacts of climate change, sector-by-sector and community-by-community around the world. homepage_url: http://www.impactlab.org/ repo_url: null logo: Climate Impact Lab.svg organization: name: Climate Impact Lab twitter: https://twitter.com/impact_lab - item: name: Climate Watch description: >- Offers open data, visualizations and analysis to help policymakers, researchers and other stakeholders gather insights on countries' climate progress. homepage_url: https://www.climatewatchdata.org repo_url: https://github.com/ClimateWatch-Vizzuality/climate-watch project_org: https://github.com/ClimateWatch-Vizzuality logo: Climate Watch.svg crunchbase: https://www.crunchbase.com/organization/world-resources-institute extra: topics: climate,data,react,rails,postgresql - item: name: Climatemind description: >- Explore how your values and personal interests are being affected by climate change and shows you attractive solutions exist that you may not be aware of. homepage_url: https://climatemind.org/ repo_url: https://github.com/ClimateMind/climatemind-backend project_org: https://github.com/ClimateMind logo: Climatemind.svg extra: topics: flask,owl-ontology,climate,climate-change,climate-action,global-warming,python,climate-science,climatechange organization: name: Climate Mind twitter: https://twitter.com/Climate_Mind linkedin: https://www.linkedin.com/company/climate-mind - item: name: Climatescape description: Discover the organizations solving climate change. homepage_url: https://climatescape.org/ repo_url: https://github.com/climatescape/climatescape.org project_org: https://github.com/climatescape logo: Climatescape.svg crunchbase: https://www.crunchbase.com/organization/climatescape - item: name: Credible Goals Database description: A public goals database containing leading sustainability goals and commitments set by large companies globally. homepage_url: https://www.embeddingproject.org/goals-database repo_url: null logo: Credible Goals Database.svg crunchbase: https://www.crunchbase.com/organization/embedding-project - item: name: Digital Public Goods description: >- Accelerate the attainment of the sustainable development goals in low- and middle-income countries by facilitating the discovery, development, use of, and investment in digital public goods. homepage_url: https://digitalpublicgoods.net/registry repo_url: https://github.com/DPGAlliance/publicgoods-candidates project_org: https://github.com/DPGAlliance logo: Digital Public Goods.svg extra: topics: public-good,public-goods,sdgs,sustainable-development-goals organization: name: Digital Public Goods Alliance - item: name: ENVO description: A community-driven ontology for the representation of environments. homepage_url: http://www.environmentontology.org repo_url: https://github.com/EnvironmentOntology/envo project_org: https://github.com/EnvironmentOntology logo: ENVO.svg extra: topics: >- obofoundry,environment,ecology,ontology,ecoinformatics,data-science,data-management,sustainable-development-goals,esip,earth-science,planetary-science,semantics refs: ',https://zenodo.org/badge/latestdoi/13996/EnvironmentOntology/envo' organization: name: The Environment Ontology - item: name: Ireland Energy Wiki by the National Retrofitting Modelling Group description: Contains actively maintained listings of Irish energy-related resources. homepage_url: https://energy-modelling-ireland.github.io/ireland-energy-wiki/ repo_url: https://github.com/energy-modelling-ireland/wiki logo: Ireland Energy Wiki by the National Retrofitting Modelling Group.svg organization: name: Energy Modeling Ireland - item: name: ModularSensors description: This Arduino library gives environmental sensors a common interface of functions for use with Arduino-compatible dataloggers. homepage_url: https://envirodiy.github.io/ModularSensors/ repo_url: https://github.com/EnviroDIY/ModularSensors logo: ModularSensors.svg extra: topics: arduino-library,environmental-sensors organization: name: EnviroDIY - item: name: Net Zero Tracker description: >- Create the definitive global resource for collating, assessing and presenting the scale and quality of net zero pledges across nationals, sub-nationals, companies and other entities. homepage_url: https://zerotracker.net/ repo_url: null logo: Net Zero Tracker.svg crunchbase: https://www.crunchbase.com/organization/university-of-oxford - item: name: NOAA-Affiliated-Projects description: >- A list of GitHub accounts and repositories that are contributed to by National Oceanic and Atmospheric Administration staff from line offices and/or staff office throughout the organization. homepage_url: https://github.com/NOAAGov/NOAA-Affiliated-Projects repo_url: https://github.com/NOAAGov/NOAA-Affiliated-Projects logo: NOAA-Affiliated-Projects.svg crunchbase: https://www.crunchbase.com/organization/national-oceanic-and-atmospheric-administration - item: name: Open Climate Knowledge description: An open research project for data mining Open Access papers related to Climate Change. homepage_url: https://github.com/petermr/climate repo_url: https://github.com/petermr/climate logo: Open Climate Knowledge.svg crunchbase: https://www.crunchbase.com/organization/german-national-library extra: refs: >- ,https://doi.org/10.25815/eb9f-ad48,https://doi.org/10.5281/zenodo.3517114,https://doi.org/10.25815/eqne-xc82\n\n##,https://doi.org/10/gf64mq,https://doi.org/10/gf64mq - item: name: Open Hardware Observatory description: Search engine and assessment platform for sustainable open hardware. homepage_url: https://en.oho.wiki/wiki/Home repo_url: null license: Creative Commons Attribution 4.0 International logo: Open Hardware Observatory.svg organization: name: Open Hardware Observatory - item: name: Open Source Ecology description: Developing open source industrial machines that can be made for a fraction of commercial costs, and sharing the designs for free. homepage_url: https://www.opensourceecology.org/ repo_url: https://github.com/OpenSourceEcology/circular_knitic project_org: https://github.com/OpenSourceEcology logo: Open Source Ecology.svg crunchbase: https://www.crunchbase.com/organization/open-source-ecology - item: name: OpenClimate description: >- An open source initiative exploring the application of distributed ledger technology and other emerging technologies, such as IoT, big data and machine learning, to the challenge of helping the world keep a transparent climate accounting system towards the climate targets. homepage_url: https://github.com/YaleOpenLab/openclimate-demo repo_url: https://github.com/YaleOpenLab/openclimate-demo logo: OpenClimate.svg crunchbase: https://www.crunchbase.com/organization/yale-university extra: topics: climate,climate-change,climate-change-mitigation,backend,go,golang,python3 - item: name: OpenSourceSeeds description: Committed to re-establishing seed as a common good for all. homepage_url: https://www.opensourceseeds.org repo_url: null logo: OpenSourceSeeds.svg organization: name: OpenSourceSeeds - item: name: ProjectDrawdown description: >- The mission of Project Drawdown is to help the world reach "Drawdown"— the point in the future when levels of greenhouse gases in the atmosphere stop climbing and start to steadily decline, thereby stopping catastrophic climate change — as quickly, safely, and equitably as possible. homepage_url: https://www.drawdown.org/ repo_url: https://github.com/ProjectDrawdown/solutions project_org: https://github.com/ProjectDrawdown logo: ProjectDrawdown.svg crunchbase: https://www.crunchbase.com/organization/project-drawdown extra: topics: climate-solutions,climate,climate-change,climate-model,climate-change-mitigation,drawdown - item: name: Regen Ledger description: Providing a structured database of claims regarding ecological state and change of state. homepage_url: https://www.regen.network repo_url: https://github.com/regen-network/regen-ledger logo: Regen Ledger.svg crunchbase: https://www.crunchbase.com/organization/regen-network extra: topics: blockchain,ecology,sustainability,climate-change,cosmos-sdk,tendermint,agriculture - item: name: Salish Sea Wiki description: >- A wiki oriented around human systems and ecological restoration (usually riparian / watershed) for the Salish Sea area (Northwestern US & BC Canada). homepage_url: https://salishsearestoration.org/ repo_url: null logo: Salish Sea Wiki.svg crunchbase: https://www.crunchbase.com/organization/salish-sea-research-center - item: name: Stripe Climate Carbon Removal Purchases description: Source materials supporting Stripe Climate carbon removal purchases. homepage_url: https://stripe.com/climate repo_url: https://github.com/stripe/carbon-removal-source-materials logo: Stripe Climate Carbon Removal Purchases.svg crunchbase: https://www.crunchbase.com/organization/stripe - item: name: SWEET description: Official repository for Semantic Web for Earth and Environmental Terminology Ontologies. homepage_url: https://github.com/ESIPFed/sweet repo_url: https://github.com/ESIPFed/sweet logo: SWEET.svg crunchbase: https://www.crunchbase.com/organization/earth-science-information-partners extra: topics: ontologies,earth-science,environment,environment-variables,owl-ontology,owl,earth,sweet-ontologies - item: name: Transition Project description: An Open Data Initiative designed to help enable rapid carbon abatement for cities worldwide. homepage_url: https://www.transitionproject.org/ repo_url: null logo: Transition Project.svg crunchbase: https://www.crunchbase.com/organization/climateview - item: name: U.S. Climate Resilience Toolkit description: A website designed to help people find and use tools, information, and subject matter expertise to build climate resilience. homepage_url: https://toolkit.climate.gov/ repo_url: null logo: U.S. Climate Resilience Toolkit.svg crunchbase: https://www.crunchbase.com/organization/noaa-climate - subcategory: name: Data Catalogs and Interfaces items: - item: name: AI for Earth Data Sets description: Notebooks and documentation for AI-for-Earth-managed datasets on Azure. homepage_url: https://microsoft.github.io/AIforEarthDataSets/ repo_url: https://github.com/microsoft/AIforEarthDataSets logo: AI for Earth Data Sets.svg crunchbase: https://www.crunchbase.com/organization/microsoft extra: topics: aiforearth - item: name: Climate Action Plans description: A simple, open database of local government climate action plan documents and emissions data. homepage_url: https://data.climateemergency.uk repo_url: https://github.com/mysociety/caps logo: Climate Action Plans.svg crunchbase: https://www.crunchbase.com/organization/mysociet extra: topics: climate,climate-change,local-government,citizen-participation,mapit,docker,vagrant - item: name: Climate Data Dashboard of the ESA Climate Change Initiative description: Access global climate data produced through the ESA's Climate Change Initiative. homepage_url: https://climate.esa.int/en/odp/#/dashboard repo_url: null logo: Climate Data Dashboard of the ESA Climate Change Initiative.svg crunchbase: https://www.crunchbase.com/organization/european-space-agency-f580 - item: name: Custom Scripts Sentinel Hub description: A repository of custom scripts to be used with Sentinel Hub. homepage_url: https://github.com/sentinel-hub/custom-scripts repo_url: https://github.com/sentinel-hub/custom-scripts logo: Custom Scripts Sentinel Hub.svg crunchbase: https://www.crunchbase.com/organization/sentinel-hub extra: topics: sentinel-hub,remote-sensing,earth-observation - item: name: Digital Earth Africa Notebooks description: Using Earth observations to address social, environmental and economic changes on the Africa continent. homepage_url: https://github.com/digitalearthafrica/deafrica-sandbox-notebooks repo_url: https://github.com/digitalearthafrica/deafrica-sandbox-notebooks logo: Digital Earth Africa Notebooks.svg extra: topics: python,jupyter-notebooks,opendatacube,remotesensing,earthobservation,xarray,hacktoberfest refs: ',https://doi.org/10.26186/145234\n\n---\n\nThe' organization: name: Digital Earth Africa - item: name: earthaccess description: A Python library to search and access NASA datasets. homepage_url: https://earthdata.readthedocs.io/en/latest/ repo_url: https://github.com/nsidc/earthaccess logo: earthdata2.svg crunchbase: https://www.crunchbase.com/organization/national-snow-and-ice-data-center extra: topics: nasa,nasa-api,openscience,data,access,cmr - item: name: EarthData description: >- Our vision is to make NASA's free and open Earth science data interactive, interoperable, and accessible for research and societal benefit both today and tomorrow. homepage_url: https://earthdata.nasa.gov/ repo_url: null logo: EarthData.svg crunchbase: https://www.crunchbase.com/organization/nasa - item: name: Earthdata Search description: >- A web application developed by NASA EOSDIS to enable data discovery, search, comparison, visualization, and access across EOSDIS' Earth Science data holdings. homepage_url: https://search.earthdata.nasa.gov repo_url: https://github.com/nasa/earthdata-search logo: Earthdata Search.svg crunchbase: https://www.crunchbase.com/organization/nasa extra: topics: earthdata-search,data-discovery,eosdis,hacktoberfest - item: name: EarthDataLab.jl description: Julia interface for Reading from the Earth System Datacube. homepage_url: http://earthsystemdatacube.net repo_url: https://github.com/JuliaDataCubes/EarthDataLab.jl logo: EarthDataLab.jl.svg crunchbase: https://www.crunchbase.com/organization/european-space-agency-f580 - item: name: ecmwf-opendata description: A package to simplify the download of ECMWF open data. homepage_url: https://github.com/ecmwf/ecmwf-opendata repo_url: https://github.com/ecmwf/ecmwf-opendata logo: ecmwf-opendata.svg crunchbase: https://www.crunchbase.com/organization/ecmwf - item: name: EcoDataCube description: >- Building the Open Data Science Europe Portal, a freely-accessible viewer containing gridded layers for Europe at spatial resolutions of 30-m or better. homepage_url: https://ecodatacube.eu/ repo_url: null logo: Open Data Science Europe Metadata Catalog.svg crunchbase: https://www.crunchbase.com/organization/european-commission - item: name: EEA geospatial data catalogue description: Discover and access easily the geospatial data catalogue of the European Environment Agency. homepage_url: https://geonetwork-opensource.org/ repo_url: https://github.com/eea/geonetwork-eea logo: EEA geospatial data catalogue.svg crunchbase: https://www.crunchbase.com/organization/european-environment-agency - item: name: epair description: Use R to get data from the Environmental Protection Agency API. homepage_url: https://github.com/ropensci/epair repo_url: https://github.com/ropensci/epair logo: epair.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: refs: ',https://zenodo.org/badge/latestdoi/263992685' - item: name: ESGF PyClient description: A Python package designed for interacting with the Earth System Grid Federation system. homepage_url: https://esgf-pyclient.readthedocs.io/en/latest/ repo_url: https://github.com/ESGF/esgf-pyclient logo: ESGF PyClient.svg extra: topics: esgf,opendap,search,logon organization: name: Earth System Grid Federation - item: name: Eumap description: >- Comprises environmental, land cover, terrain, climatic, soil and vegetation layers covering the continental Europe at relatively fine spatial resolutions. homepage_url: http://eumap.readthedocs.org/ repo_url: https://gitlab.com/geoharmonizer_inea/eumap logo: Eumap.svg crunchbase: https://www.crunchbase.com/organization/european-union - item: name: eurostat R package description: R tools to access open data from Eurostat, the statistical office of the European Union. homepage_url: http://ropengov.github.io/eurostat repo_url: https://github.com/rOpenGov/eurostat logo: eurostat R package.svg extra: topics: eurostat,eurostat-data,r,ropengov,r-package,cran refs: ',https://doi.org/10.32614/RJ-2017-019,https://doi.org/10.5281/zenodo.399279,https://doi.org/10.32614/RJ-2017-019' organization: name: rOpenGov - item: name: Food and Agriculture Organization Map Catalog description: Allows to easily share geographically referenced thematic information between different organizations. homepage_url: https://data.apps.fao.org/ repo_url: null logo: Food and Agriculture Organization Map Catalog.svg crunchbase: https://www.crunchbase.com/organization/fao - item: name: getSpatialData description: Making it easy to query, preview, download and preprocess multiple kinds of satellite datasets via R. homepage_url: https://jakob.schwalb-willmann.de/getSpatialData repo_url: https://github.com/16EAGLE/getSpatialData logo: getSpatialData.svg crunchbase: https://www.crunchbase.com/organization/university-of-w-rzburg extra: topics: spatial-data,remote-sensing,sentinel,landsat,modis,r,api-client,getspatialdata,copernicus,usgs-earth-explorer,esa,nasa refs: ',https://doi.org/10.1038/d41586-018-03924-9\n\n\n\n' - item: name: giscoR description: An R API package that helps to retrieve data from Eurostat Geographic Information System of the Commission. homepage_url: https://ropengov.github.io/giscoR/ repo_url: https://github.com/rOpenGov/giscoR logo: giscoR.svg extra: topics: r,gisco,eurostat-data,api-wrapper,eurostat,cran,thematic-maps,r-package,rstats,spatial,ggplot2,ropengov,gis refs: ',https://doi.org/10.5281/zenodo.4317946,https://doi.org/10.5281/zenodo.4317946' organization: name: rOpenGov - item: name: Global Energy Monitor description: Studies the evolving international energy landscape, creating databases, reports, and interactive tools that enhance understanding. homepage_url: https://globalenergymonitor.org/ repo_url: null logo: Global Energy Monitor.svg organization: name: Global Energy Monitor - item: name: Global Environmental Database description: Providing long-term monitoring data, data analysis results, output of models. homepage_url: https://db.cger.nies.go.jp/portal/geds/index repo_url: null logo: Global Environmental Database.svg crunchbase: https://www.crunchbase.com/organization/national-institute-for-environmental-studies - item: name: Global Fishing Watch description: We use cutting-edge technology to visualise, track and share data about global fishing activity in near real-time and for free. homepage_url: https://globalfishingwatch.org/ repo_url: null logo: Global Fishing Watch.svg crunchbase: https://www.crunchbase.com/organization/global-fishing-watch - item: name: Global Solar Atlas description: Start exploring solar potential. homepage_url: https://globalsolaratlas.info/ repo_url: null logo: Global Solar Atlas.svg crunchbase: https://www.crunchbase.com/organization/the-world-bank-group - item: name: Global Wind Atlas description: Immediately start exploring windy areas. homepage_url: https://globalwindatlas.info/ repo_url: null logo: Global Wind Atlas.svg crunchbase: https://www.crunchbase.com/organization/the-world-bank-group - item: name: MeCCO description: Open Database on the Media Coverage of Climate Change and Global Warming. homepage_url: http://sciencepolicy.colorado.edu/icecaps/research/media_coverage/ repo_url: null logo: MeCCO.svg crunchbase: https://www.crunchbase.com/organization/university-of-colorado - item: name: MODIS description: >- Provides automated access to the global online data archives LP DAAC, LAADS and NSIDC as well as processing capabilities such as file conversion, mosaicking, subsetting and time series. homepage_url: https://github.com/fdetsch/MODIS repo_url: https://github.com/fdetsch/MODIS logo: MODIS.svg crunchbase: https://www.crunchbase.com/organization/meter-group extra: topics: download,modis,process - item: name: MODIStsp description: An R package for automatic download and preprocessing of MODIS Land Products Time-Series. homepage_url: https://docs.ropensci.org/MODIStsp repo_url: https://github.com/ropensci/MODIStsp logo: MODIStsp.svg crunchbase: https://www.crunchbase.com/organization/ropensci extra: topics: modis,gdal,r,preprocessing,time-series,remote-sensing,satellite-imagery,modis-data,modis-land-products,peer-reviewed,r-package,rstats refs: ',https://doi.org/10.5281/zenodo.1972039,https://doi.org/10.1016/j.cageo.2016.08.020' - item: name: OGC API - Environmental Data Retrieval description: A Web API that provides a family of lightweight interfaces for accessing Environmental Data resources. homepage_url: https://ogcapi.ogc.org/edr/ repo_url: https://github.com/opengeospatial/ogcapi-environmental-data-retrieval logo: OGC API - Environmental Data Retrieval.svg crunchbase: https://www.crunchbase.com/organization/open-geospatial-consortium - item: name: openEO description: Provides intuitive programming libraries to process a wide variety of earth observation datasets. homepage_url: https://github.com/Open-EO/openeo-python-client repo_url: https://github.com/Open-EO/openeo-python-client project_org: https://github.com/Open-EO logo: openEO.svg crunchbase: https://www.crunchbase.com/organization/university-of-m-nster - item: name: owid-catalog description: A Pythonic API for working with Our World in Data catalog. homepage_url: https://github.com/owid/owid-catalog-py repo_url: https://github.com/owid/owid-catalog-py logo: owid-catalog.svg crunchbase: https://www.crunchbase.com/organization/our-world-in-data - item: name: owidR description: An R Package for Interacting with Data from Our World in Data. homepage_url: https://github.com/piersyork/owidR repo_url: https://github.com/piersyork/owidR logo: owidR.svg crunchbase: https://www.crunchbase.com/organization/our-world-in-data extra: topics: r,r-package,data,data-visualisation,economics - item: name: Planetary Computer Data Catalog description: Combines a multi-petabyte catalog of global environmental data with intuitive APIs and a flexible scientific environment. homepage_url: https://planetarycomputer.microsoft.com repo_url: https://github.com/microsoft/PlanetaryComputerDataCatalog logo: Planetary Computer Data Catalog.svg crunchbase: https://www.crunchbase.com/organization/microsoft extra: topics: aiforearth - item: name: Radiant MLHub Python Client description: Open community commons for geospatial training data, machine learning models, and standards to encourage collaboration and share information. homepage_url: https://radiant-mlhub.readthedocs.io/ repo_url: https://github.com/radiantearth/radiant-mlhub logo: Radiant MLHub Python Client.svg extra: topics: machine-learning,satellite-imagery,python,python-client,python-3,stac organization: name: Radiant Earth Foundation - item: name: Resource Watch description: Features hundreds of data sets all in one place on the state of the planet's resources and citizens. homepage_url: http://resourcewatch.org repo_url: https://github.com/resource-watch/resource-watch logo: Resource Watch.svg extra: topics: react,mapbox,nextjs,datasets,wri-api,climate-change,typescript organization: name: Resource Watch - item: name: rwlts description: >- Support governments in making decisions about the impact of human activities on the environment, planning the use of natural resources, conserving biodiversity and monitoring climate change. homepage_url: http://www.brazildatacube.org/en/about-brazil-data-cube-2/ repo_url: https://github.com/brazil-data-cube/rwlts logo: rwlts.svg crunchbase: https://www.crunchbase.com/organization/funcate extra: topics: earth-science,geoscience,earth-observation,geoinformatics,geospatial,r,land-cover,trajectory - item: name: Satip description: A library for satellite image processing providing all of the functionality necessary for retrieving, and storing EUMETSAT data. homepage_url: https://satip.readthedocs.io/ repo_url: https://github.com/openclimatefix/Satip logo: Satip.svg extra: topics: satellite-imagery,eumetsat,gis,nowcasting organization: name: Open Climate Fix - item: name: sentinelhub-py description: Download and process satellite imagery in Python using Sentinel Hub services. homepage_url: http://sentinelhub-py.readthedocs.io repo_url: https://github.com/sentinel-hub/sentinelhub-py logo: sentinelhub-py.svg crunchbase: https://www.crunchbase.com/organization/sentinel-hub extra: topics: python-library,sentinel-hub,aws,ogc-services,satellite-imagery - item: name: Sentinelsat description: Makes searching, downloading and retrieving the metadata of Sentinel satellite images from the Copernicus Open Access Hub easy. homepage_url: https://sentinelsat.readthedocs.io repo_url: https://github.com/sentinelsat/sentinelsat project_org: https://github.com/sentinelsat logo: sentinelsat.svg extra: topics: sentinel,copernicus,esa,remote-sensing,satellite-imagery,geographic-data,open-data,hacktoberfest refs: ',https://doi.org/10.5281/zenodo.595961\n' organization: name: Sentinelsat - item: name: Siphon description: >- A collection of Python utilities for retrieving atmospheric and oceanic data from remote sources, focusing on being able to retrieve data from Unidata data technologies. homepage_url: https://unidata.github.io/siphon repo_url: https://github.com/Unidata/siphon logo: Siphon.svg crunchbase: https://www.crunchbase.com/organization/university-corporation-for-atmospheric-research extra: topics: python,unidata,netcdf,thredds,thredds-catalogs,hacktoberfest - item: name: Smart Data Models description: This Models describe the main entities involved with smart applications that deal with environmental issues. homepage_url: https://github.com/smart-data-models/dataModel.Environment repo_url: https://github.com/smart-data-models/dataModel.Environment logo: Smart Data Models.svg organization: name: Smart Data Models - item: name: STAC Index description: Find STAC Catalogs, Collections, APIs, Software and Tools. homepage_url: https://stacindex.org repo_url: https://github.com/stac-utils/stac-index logo: STAC Index.svg extra: topics: stac,index,spec organization: name: stac-utils - item: name: The CEDA Archive description: We host over 18 Petabytes of data from climate models, satellites, aircraft, met observations, and other sources. homepage_url: https://archive.ceda.ac.uk/ repo_url: https://github.com/cedadev/archive-site logo: The CEDA Archive.svg crunchbase: https://www.crunchbase.com/organization/centre-for-environmental-data-analysis - item: name: The POWER Project description: Provides solar and meteorological data sets from NASA research for support of renewable energy, building energy efficiency and agricultural needs. homepage_url: https://power.larc.nasa.gov/ repo_url: null logo: The POWER Project.svg crunchbase: https://www.crunchbase.com/organization/nasa - item: name: The Subak Data Catalogue description: Exists to make climate data more discoverable, more trusted and more connected. homepage_url: https://data.climatesubak.org/ repo_url: null logo: The Subak Data Catalogue.svg crunchbase: https://www.crunchbase.com/organization/subak - item: name: USGS API Python Module description: A python module for interfacing with the US Geological Survey's API. homepage_url: http://kapadia.github.io/usgs/ repo_url: https://github.com/kapadia/usgs logo: USGS.svg organization: name: Amit Kapadia - item: name: wopr description: An R package and Shiny application to provide API access to the WorldPop Open Population Repository. homepage_url: https://apps.worldpop.org/woprVision repo_url: https://github.com/wpgp/wopr logo: wopr.svg crunchbase: https://www.crunchbase.com/organization/worldpop extra: topics: bayesian-methods,r-package,shiny-apps,population-model - subcategory: name: Curated Lists items: - item: name: Awesome Agriculture description: Open source technology for agriculture, farming, and gardening. homepage_url: https://github.com/brycejohnston/awesome-agriculture repo_url: https://github.com/brycejohnston/awesome-agriculture logo: Awesome Agriculture.svg extra: topics: agriculture,awesome-list,farming,farm,plants,agricultural,crop,soil,grower,weather,awesome,gardening refs: ',https://doi.org/10.5061/dryad.4b8gtht99' organization: name: Bryce Johnston - item: name: Awesome Arctic Data description: A curated list on data sources related to climate change in the arctic. homepage_url: https://github.com/arctic-risk/awesome-arctic-data repo_url: https://github.com/arctic-risk/awesome-arctic-data logo: Awesome Arctic Data.svg extra: topics: awesome,awesome-list,arctic-data,arctic,arctic-sea-ice,climate-change organization: name: Arctic Risk Platform - item: name: Awesome Clean Tech description: >- Clean technology is any process, product, or service that reduces negative environmental impacts through significant energy efficiency improvements, the sustainable use of resources, or environmental protection activities. homepage_url: https://github.com/nglgzz/awesome-clean-tech repo_url: https://github.com/nglgzz/awesome-clean-tech logo: Awesome Clean Tech.svg crunchbase: https://www.crunchbase.com/organization/neo-technology extra: topics: awesome,awesome-list,clean-tech,environment-friendly,climate-change,climate-change-mitigation - item: name: Awesome Coastal description: A curated list of awesome resources for coastal engineers and scientists. homepage_url: https://github.com/chrisleaman/awesome-coastal repo_url: https://github.com/chrisleaman/awesome-coastal logo: Awesome Coastal.svg crunchbase: https://www.crunchbase.com/organization/university-of-new-south-wales extra: topics: awesome,coastal,beaches,coastal-modelling,coastal-engineering refs: ',https://doi.org/10.1016/j.apgeog.2022.102645,https://zenodo.org/record/2635416' - item: name: Awesome Earth description: '"What can I do about the climate crisis?" Here are 326 things you can do.' homepage_url: https://protect.earth repo_url: https://github.com/philsturgeon/awesome-earth logo: Awesome Earth.svg twitter: null crunchbase: https://www.crunchbase.com/organization/protect-earth extra: topics: >- carbon-footprint,carbon-emissions,climate-change,climate-crisis,climate-action,awesome,awesome-list,renewable-energy,carbon-reduction,food-waste,footprint-calculators - item: name: Awesome ERDDAP description: >- A data server that gives you a simple, consistent way to download subsets of gridded and tabular scientific datasets in common file formats and makeps. homepage_url: https://github.com/IrishMarineInstitute/awesome-erddap repo_url: https://github.com/IrishMarineInstitute/awesome-erddap logo: Awesome ERDDAP.svg crunchbase: https://www.crunchbase.com/organization/marine-institute extra: topics: awesome-list,awesome,lists,resources,erddap,cc0 - item: name: Awesome Green Software description: Research, tools, code, libraries and training to for building applications that emit less carbon into our atmosphere. homepage_url: https://github.com/Green-Software-Foundation/awesome-green-software repo_url: https://github.com/Green-Software-Foundation/awesome-green-software logo: Awesome Green Software.svg crunchbase: https://www.crunchbase.com/organization/green-software-foundation extra: topics: green-software,sustainable-software,sustainability,awesome-list,green-ai,sustainable-ai,climate,green-computing,hacktoberfest - item: name: Awesome Open Climate Science description: Awesome Open Atmospheric, Ocean, and Climate Science. homepage_url: https://github.com/pangeo-data/awesome-open-climate-science repo_url: https://github.com/pangeo-data/awesome-open-climate-science logo: Awesome Open Climate Science.svg organization: name: Pangeo - item: name: Awesome Open Geoscience description: Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome. homepage_url: https://github.com/softwareunderground/awesome-open-geoscience repo_url: https://github.com/softwareunderground/awesome-open-geoscience logo: Awesome Open Geoscience.svg extra: topics: >- awesome-list,geoscience,open-source,open-data,awesome,geophysics,reservoir-modeling,seismic,geospatial,subsurface,geology,open-science,python,cheatsheet,geosciences,geostatistics,simulation,geochemistry,groundwater,modflow organization: name: Software Underground - item: name: Awesome Remote Sensing Change Detection description: List of datasets, codes, and contests related to remote sensing change detection. homepage_url: https://github.com/wenhwu/awesome-remote-sensing-change-detection repo_url: https://github.com/wenhwu/awesome-remote-sensing-change-detection logo: Awesome Remote Sensing Change Detection.svg extra: topics: awesome,change-detection,remote-sensing,dataset refs: ',https://zenodo.org/record/4280482#.YBBCX-j7RhE' organization: name: wenhwu - item: name: Awesome Sentinel description: A curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites. homepage_url: https://github.com/kr-stn/awesome-sentinel repo_url: https://github.com/kr-stn/awesome-sentinel logo: Awesome Sentinel.svg extra: topics: science,research,open-data,satellite-imagery,space,awesome-list,hacktoberfest organization: name: Kersten Clauss - item: name: Awesome Spectral Indices description: A ready-to-use curated list of Spectral Indices for Remote Sensing applications. homepage_url: https://awesome-ee-spectral-indices.readthedocs.io/ repo_url: https://github.com/awesome-spectral-indices/awesome-spectral-indices logo: Awesome Spectral Indices.svg extra: topics: >- python,gis,raster,remote-sensing,satellite-imagery,google-earth-engine,earth-engine,geographic-information-systems,javascript,awesome,landsat,sentinel,modis,landsat-8,sentinel-2,landsat-7,spectral-indices,spectral-index,radar,sentinel-1 refs: >- 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organization: name: Awesome Spectral Indices - item: name: Awesome Sustainability Jobs description: A curated list of companies in the sustainability sector that have jobs for devs. homepage_url: https://github.com/pogopaule/awesome-sustainability-jobs repo_url: https://github.com/pogopaule/awesome-sustainability-jobs logo: Awesome Sustainability Jobs.svg extra: topics: >- awesome-list,sustainability,jobs,jobsearch,job-search,renewable-energies,renewables,circular-economy,emobility,job-portal,jobseeker,job-board,carbon-footprint,climate-change,climatechange,green-tech,climate-action organization: name: pogopaule - item: name: Awesome Vegetation Index description: List of reference, applications of common Vegetation Indices for Multi-spectral, hyper-spectral and UAV images. homepage_url: https://github.com/px39n/Awesome-Vegetation-Index repo_url: https://github.com/px39n/Awesome-Vegetation-Index logo: Awesome Vegetation Index.svg organization: name: px39n - item: name: awesome-earth-engine-apps description: An awesome list of all available Google Earth Engine Apps and user-specific App Galleries. homepage_url: https://github.com/philippgaertner/awesome-earth-engine-apps repo_url: https://github.com/philippgaertner/awesome-earth-engine-apps logo: awesome-earth-engine-apps.svg crunchbase: https://www.crunchbase.com/organization/umweltbundesamt extra: topics: google-earth-engine,earth-engine,apps - item: name: Awesome-forests description: A curated list of ground-truth forest datasets for the machine learning and forestry community. homepage_url: https://github.com/blutjens/awesome-forests repo_url: https://github.com/blutjens/awesome-forests logo: Awesome-forests.svg crunchbase: https://www.crunchbase.com/organization/massachusetts-institute-of-technology-mit extra: topics: machine-learning,forestry,carbon,deep-learning,datasets,ecosystems,biodiversity,climate-change refs: >- ,https://doi.org/10.5281/zenodo.6598391,https://doi.org/10.1111/gcb.16302,https://doi.org/10.1890/14-1889.1,https://doi.org/10.1111/j.1365-2486.2011.02451.x,https://doi.org/10.5061/dryad.234,https://doi.org/10.5194/essd-13-3927-2021 - item: name: awesome-gee-community-datasets description: Community Datasets & Data Commons in Google Earth Engine. homepage_url: https://gee-community-catalog.org/ repo_url: https://github.com/samapriya/awesome-gee-community-datasets logo: awesome-gee-community-datasets.svg extra: topics: >- googleearthengine,community-datasets,catalog,awesome-list,earth-engine,geospatial,geospatial-data,gis,google-earth-engine,open-datasets,remote-sensing refs: ',https://doi.org/10.5281/zenodo.7144934,https://doi.org/10.5281/zenodo.7271726\n```\n' organization: name: Samapriya Roy - item: name: awesome-transit description: Community list of transit APIs, apps, datasets, research, and software. homepage_url: https://github.com/CUTR-at-USF/awesome-transit repo_url: https://github.com/CUTR-at-USF/awesome-transit logo: awesome-transit.svg crunchbase: https://www.crunchbase.com/organization/university-of-south-florida extra: topics: >- transit,gtfs,awesome-list,bus,datasets,awesome,list,tools,transit-data,gtfs-feed,gtfs-realtime,gtfs-validator,gtfs-files,transit-map,transit-agencies,realtime-data,gtfs-utils,gtfs-libraries,gtfs-converters,gtfs-analysis refs: ',https://doi.org/10.5198/jtlu.2022.2012' - item: name: Code against Climate Change description: A curated list of tech projects against climate change - hoping to inspire disruptive technological climate action. homepage_url: https://github.com/daviddao/code-against-climate-change repo_url: https://github.com/daviddao/code-against-climate-change logo: Code against Climate Change.svg crunchbase: https://www.crunchbase.com/organization/gainforest-labs - item: name: Cryosphere Software, Data and Tools description: A prototype of a curated list of awesome data sources, models, tools and organizations related to the Cryosphere and its subspheres. homepage_url: https://github.com/awesome-cryosphere/cryosphere-links repo_url: https://github.com/awesome-cryosphere/cryosphere-links logo: Cryosphere Software, Data and Tools.svg extra: topics: cryosphere,glaciers,sea-ice,snow,permafrost,ice-sheets,awesome-list refs: >- ,https://doi.org/10.21105/joss.04704,https://doi.org/10.5194/essd-11-1203-2019,https://doi.org/10.1029/2008JF001015,https://doi.org/10.5194/gmd-2021-90,https://doi.org/10.5194/gmd-12-909-2019,https://doi.org/10.5194/tc-5-715-2011,https://doi.org/10.5194/gmd-14-2443-2021,https://doi.org/10.5194/tc-7-1161-2013,https://doi.org/10.5194/gmd-2019-273,http://doi.org/10.3189/2013JoG13J081,https://doi.org/10.5194/gmd-13-5645-2020,https://doi.org/10.5194/tc-7-1591-2013,https://doi.org/10.1029/2020GL090213,https://doi.org/10.5194/tc-10-2147-2016,https://doi.org/10.3189/S0022143000003087,https://doi.org/10.3189/172756505781829566,https://doi.org/10.5194/gmd-11-2955-2018,https://doi.org/10.5194/tc-11-1851-2017,https://doi.org/10.5194/tc-11-1851-2017,https://doi.org/10.1017/jog.2018.59,https://doi.org/10.3389/feart.2015.00054,https://doi.org/10.3389/feart.2015.00054,https://doi.org/10.5194/tc-13-1125-2019,https://doi.org/10.5194/tc-13-1125-2019,https://doi.org/10.1002/hyp.7055,https://doi.org/10.5194/gmd-5-1273-2012,https://doi.org/10.5194/gmd-5-1273-2012,https://doi.org/10.5194/tc-12-3931-2018,https://doi.org/10.1017/aog.2016.3,https://doi.org/10.5194/gmd-8-1613-2015,https://doi.org/10.1002/2016JF003842,https://doi.org/10.3189/002214311796405951,https://doi.org/10.1002/2013JF002943,https://doi.org/10.1029/2004GL020622,https://doi.org/10.1098/rspa.2010.0211,https://doi.org/10.1002/jgrf.20146,https://doi.org/10.1594/PANGAEA.844988,https://doi.org/10.1016/j.cageo.2005.06.020,https://doi.org/10.1080/10899995.2018.1412177,https://doi.org/10.1016/S0165-232x(02)00073-3,https://doi.org/10.5194/gmd-11-2763-2018 organization: name: Awesome Cryosphere - item: name: Datasets APIs and open source projects related to Climate Change description: A curated list of APIs, open data and ML/AI projects on climate change. homepage_url: https://github.com/KKulma/climate-change-data repo_url: https://github.com/KKulma/climate-change-data logo: Datasets APIs and open source projects related to Climate Change.svg extra: topics: climate,climate-change,climate-data,climate-analysis,rstats,r,datascience,python,data-science,data,resources,hacktoberfest organization: name: Dr. Kasia Kulma - item: name: Open Source Python Packages in Hydrology description: Holds a list of open source Python packages interesting to Hydrologists. homepage_url: https://github.com/raoulcollenteur/Python-Hydrology-Tools repo_url: https://github.com/raoulcollenteur/Python-Hydrology-Tools logo: Open Source Python Packages in Hydrology.svg extra: topics: hydrology,open-source,python,hydrologists refs: ',https://doi.org/10.5194/gmd-15-5371-2022' organization: name: Raoul Collenteur - item: name: PO.DAAC description: NASA Earth Observing System Data and Information System data center managed by the Earth Science Data and Information System Project. homepage_url: https://podaac.jpl.nasa.gov/datasetlist repo_url: null logo: PO.DAAC.svg crunchbase: https://www.crunchbase.com/organization/nasa - item: name: Urban & Regional Planning Resources description: Community list of data & technology resources concerning the built environment and communities. homepage_url: https://github.com/APA-Technology-Division/urban-and-regional-planning-resources repo_url: https://github.com/APA-Technology-Division/urban-and-regional-planning-resources logo: Urban & Regional Planning Resources.svg crunchbase: https://www.crunchbase.com/organization/american-planning-association extra: topics: >- urban-planning,planners,technology,data,resources,awesome,awesome-list,regional-planning,communities,built-environment,sustainability,planning,hacktoberfest - category: name: Asset Management subcategories: - subcategory: name: Analytics items: - item: name: ADVANCED GRID ANALYTICS-Connectivity Model Validation Module description: Identify gaps in connectivity model, asset rating issues, and evaluate power flow convergence. homepage_url: https://www.landisgyr.eu/product/connectivity-model-validation-module/ logo: landis-gyr-con-mod-val-mod.svg crunchbase: https://www.crunchbase.com/organization/landis-gyr - item: name: GridStore description: Appraisal software values grid-scale battery technologies. homepage_url: http://www.integralanalytics.com/products-and-services/storage-and-renewable-evaluation/gridstore.aspx logo: gridstore-text.svg crunchbase: https://www.crunchbase.com/organization/integral-analytics - item: name: WindStore description: >- The WindStore Model combines the storage optimization methods used in GridStore with the intermittent generation risks of renewable wind and solar assets to accurately measure the benefits of firm and reliable energy to both the energy consumer and supplier. homepage_url: http://www.integralanalytics.com/products-and-services/storage-and-renewable-evaluation/windstore.aspx logo: windstore-text.svg crunchbase: https://www.crunchbase.com/organization/integral-analytics - subcategory: name: Asset Investment Planning items: - item: name: ADVANCED GRID ANALYTICS-Capacity Planning Module description: Test various loading and control scenarios to address capacity bottlenecks, mitigate equipment failure, and support DER integration. homepage_url: https://www.landisgyr.eu/product/capacity-planning-module/ logo: landis-gyr-cap-planning-mod.svg crunchbase: https://www.crunchbase.com/organization/landis-gyr - subcategory: name: Asset Repository items: - item: name: ArcGIS description: ArcGIS provides contextual tools for mapping 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name: Field Service Lightning description: Elevate every field service experience. homepage_url: https://www.salesforce.com/products/field-service/overview/ logo: salesforce-field-service-lightning.svg crunchbase: https://www.crunchbase.com/organization/salesforce - item: name: GRIDSTREAM SOFTWARE-Field Operations Manager description: >- Field Operations Manager is a complete solution to manage smart metering field installations. It offers tools for planning and scheduling tasks and monitoring their progress. homepage_url: https://www.landisgyr.eu/product/field-operations-manager/ logo: landis-gyr-field-ops-man.svg crunchbase: https://www.crunchbase.com/organization/landis-gyr - item: name: Qterra description: Qterra enables planners to easily request a professional soil investigation. homepage_url: https://qterra.nl/ logo: qterra-text.svg crunchbase: https://www.crunchbase.com/organization/qterra - category: name: Acquisition and Control subcategories: - subcategory: name: Central Hub items: - item: name: EcoStruxure description: >- The digital backbone connecting best-in-class operational technology (OT) solutions with the latest in IT technology to unlock trapped value in your operations and leverage the true potential of the Internet of Things. homepage_url: https://www.se.com/ca/en/work/solutions/software/ logo: Schneider-Electric-EcoStruxure.svg twitter: https://twitter.com/SchneiderElecCA crunchbase: https://www.crunchbase.com/organization/schneider-electric - subcategory: name: Edge Node Control items: - item: name: SASensor description: >- SASensor® is a digital substation automation system comprised of a high-performance central processing unit capable of providing substation protection, control, condition monitoring, intelligent communication and assets management function by collecting the data those functions require. SASensor® uses accurate, highspeed, time synchronised measurements within your medium voltage substation. homepage_url: https://www.locamation.com/ logo: sasensor.svg twitter: https://twitter.com/locamation crunchbase: https://www.crunchbase.com/organization/locamation - item: name: Smart Cable Guard description: >- DNV GL’s Smart Cable Guard online monitoring system considerably improves the reliability of your MV cable network resulting in better SAIDI and SAIFI figures. homepage_url: https://www.dnv.com/power-renewables/services/scg/about.html logo: Smart Cable Guard.DNV.GL.svg twitter: https://twitter.com/dnvgl crunchbase: https://www.crunchbase.com/organization/dnv-gl - subcategory: name: Communication Infrastructure items: [] - subcategory: name: Infrastructure Management items: [] - subcategory: name: Substation Node items: [] - category: name: Customer and Market subcategories: - subcategory: name: Customer Relationship and Communication items: - item: name: Estfeed description: Estfeed is a fully distributed consent management and consent-based data sharing platform. homepage_url: https://www.estfeed.eu/en/home logo: estfeed.svg crunchbase: https://www.crunchbase.com/organization/estfeed - subcategory: name: Market Platform Gateway items: - item: name: Autobidder description: >- Autobidder provides independent power producers, utilities and capital partners the ability to autonomously monetize battery assets. Autobidder is a real-time trading and control platform that provides value-based asset management and portfolio optimization, enabling owners and operators to configure operational strategies that maximize revenue according to their business objectives and risk preferences. homepage_url: https://www.tesla.com/en_CA/support/energy/tesla-software/autobidder logo: Tesla-Autobidder.svg crunchbase: https://www.crunchbase.com/organization/tesla-motors - item: name: ENTRNCE description: >- ENTRNCE is the first independent (B2B) electricity transaction platform that executes direct administration and financial transactions between generators and users, regardless of their location. 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