@prefix : <http://cor.esipfed.org/ont/earthcube/> .
@prefix dc: <http://purl.org/dc/elements/1.1/> .
@prefix j.0: <http://mmisw.org/ont/mmi/20081020/ontologyMetadata/> .
@prefix j.1: <http://omv.ontoware.org/2005/05/ontology#> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix xml: <http://www.w3.org/XML/1998/namespace> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix oboinOwl: <http://www.geneontology.org/formats/oboInOwl#> .
@base <http://cor.esipfed.org/ont/earthcube/sfo> .

<http://cor.esipfed.org/ont/earthcube/sfo> rdf:type owl:Ontology ;
                                            j.0:contact "Ruth Duerr (ruth dot duerr3 gmailcom)"@en ;
                                            j.0:contactRole "Ontology Producer" ;
                                            j.0:creditCitation "Duerr, R., 2019, \"Software Functions Ontology\", ESIP Community Ontology Repository, http://cor.esipfed.org/ont/earthcube/sfo"@en ;
                                            j.0:creditRequired "yes" ;
                                            j.0:hasResourceType "text/turtle" ;
                                            j.0:origVocManager "None" ;
                                            j.1:hasCreator "Ruth Duerr" ;
                                            dc:creator <https://orcid.org/0000-0003-4808-4736> ;
                                            dc:description "This ontology defines a taxonomy of software functions based on the work of the NSF-funded EarthCube Resource Registry working group.  The functions are generally organized by their role in the research process."@en ;
                                            dc:title "Software Functions Ontology"@en ;
                                            oboinOwl:creation_date "2019-09-17T23:32:13Z" .

#################################################################
#    Annotation properties
#################################################################

###  http://mmisw.org/ont/mmi/20081020/ontologyMetadata/contact
j.0:contact rdf:type owl:AnnotationProperty .


###  http://mmisw.org/ont/mmi/20081020/ontologyMetadata/contactRole
j.0:contactRole rdf:type owl:AnnotationProperty .


###  http://mmisw.org/ont/mmi/20081020/ontologyMetadata/creditCitation
j.0:creditCitation rdf:type owl:AnnotationProperty .


###  http://mmisw.org/ont/mmi/20081020/ontologyMetadata/creditRequired
j.0:creditRequired rdf:type owl:AnnotationProperty .


###  http://mmisw.org/ont/mmi/20081020/ontologyMetadata/hasResourceType
j.0:hasResourceType rdf:type owl:AnnotationProperty .


###  http://mmisw.org/ont/mmi/20081020/ontologyMetadata/origVocManager
j.0:origVocManager rdf:type owl:AnnotationProperty .


###  http://omv.ontoware.org/2005/05/ontology#hasCreator
j.1:hasCreator rdf:type owl:AnnotationProperty .


###  http://purl.org/dc/elements/1.1/creator
dc:creator rdf:type owl:AnnotationProperty .


###  http://purl.org/dc/elements/1.1/description
dc:description rdf:type owl:AnnotationProperty .


###  http://purl.org/dc/elements/1.1/title
dc:title rdf:type owl:AnnotationProperty .


###  http://www.geneontology.org/formats/oboInOwl#created_by
oboinOwl:created_by rdf:type owl:AnnotationProperty .


###  http://www.geneontology.org/formats/oboInOwl#creation_date
oboinOwl:creation_date rdf:type owl:AnnotationProperty .


###  http://www.geneontology.org/formats/oboInOwl#hasExactSynonym
oboinOwl:hasExactSynonym rdf:type owl:AnnotationProperty .


###  http://www.geneontology.org/formats/oboInOwl#hasRelatedSynonym
oboinOwl:hasRelatedSynonym rdf:type owl:AnnotationProperty .


#################################################################
#    Classes
#################################################################

###  http://cor.esipfed.org/ont/earthcube/SFO_0000001
:SFO_0000001 rdf:type owl:Class ;
             dc:description "The function that software performs during the research process."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T21:39:57Z"^^xsd:dateTime ;
             rdfs:comment "Example: The concept “Research Planning” may be used to describe the function of sofware used in generating a plan for a research project."@en ;
             rdfs:label "research software function"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000002
:SFO_0000002 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000001 ;
             dc:description "Functions used in generating a scientific and logistic plan for executing a research project."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:03:53Z"^^xsd:dateTime ;
             rdfs:comment "Examples: Data management planning tools; concept mapping tools; project management tools"@en ;
             rdfs:label "research planning"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000003
:SFO_0000003 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000001 ;
             dc:description "Functions that involve human-machine communication necessary for the operation of some component of a research project."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:12:46Z"^^xsd:dateTime ;
             rdfs:comment "Examples: list-serve software; wiki software; OAuth"@en ;
             rdfs:label "user interaction"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000004
:SFO_0000004 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000001 ;
             dc:description "Functions enabling incorporation of new data into an information system."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:16:29Z"^^xsd:dateTime ;
             rdfs:comment "Data might originate from instruments or from other information systems."@en ,
                          "Examples: satellite downlink software; streaming data handlers (stream gauge); strike and dip app for mobile device; strabo"@en ;
             rdfs:label "data acquisition"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000005
:SFO_0000005 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000001 ;
             dc:description "Functions that enable an agent to locate and access (acquire for use) information resources"@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:18:13Z"^^xsd:dateTime ;
             rdfs:comment "Examples: ElasticSearch; web map server (GeoServer); OpenSearch; Thredds; Apache Nutch, Sparkler"@en ;
             rdfs:label "data discovery and access"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000006
:SFO_0000006 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000001 ;
             dc:description "Functions that enable interaction with data to determine usability, suitability for specific use,  for hypothesis generation, or evaluation of patterns suggesting the need for further analysis."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:19:45Z"^^xsd:dateTime ;
             rdfs:comment "Examples: NLP annotation; ArcGIS; RapidMiner;"@en ;
             rdfs:label "data exploration"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000007
:SFO_0000007 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000001 ;
             dc:description "Functions to refine data for use in data analysis or other purposes."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:22:34Z"^^xsd:dateTime ;
             rdfs:comment "Examples: MODIS cal/Val; Excel (save as); Google Refine"@en ;
             rdfs:label "data preparation"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000008
:SFO_0000008 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000001 ;
             dc:description "Functions to produce a higher level defined data product"@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:26:27Z"^^xsd:dateTime ;
             rdfs:comment "Examples: MODIS L2 processing; geophysical forward modeling and inversion (e.g., SpecFEM3D, ModEM, etc); hydrological modeling (e.g., TopoFlow, ModFlow, etc); weather modeling and data assimilation (WRF)"@en ;
             rdfs:label "data processing and modeling"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000009
:SFO_0000009 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000001 ;
             dc:description "Functions to orchestrate a series of tools in an automated fashion to perform some reproducible task."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:27:37Z"^^xsd:dateTime ;
             rdfs:comment "Examples: Kepler, Taverna, VisTrails"@en ;
             rdfs:label "workflow management"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000010
:SFO_0000010 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000001 ;
             dc:description "Functions to enable hypothesis testing or to gain insights from data."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:28:33Z"^^xsd:dateTime ;
             rdfs:comment "Examples: Topic modeling; Named entity recognition; ArcMap; various R statistical or image processing packages;"@en ;
             rdfs:label "data analysis"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000011
:SFO_0000011 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000001 ;
             dc:description "Functions to visually display data."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:29:52Z"^^xsd:dateTime ;
             rdfs:comment "Examples: ASINA (https://nsidc.org/arcticseaicenews/); Google Earth; ParaView"@en ;
             rdfs:label "visualization"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000012
:SFO_0000012 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000001 ;
             dc:description "Functions that describe key aspects of a resource or its usage, or of new insights from data"@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:32:42Z"^^xsd:dateTime ;
             rdfs:comment "Examples: Google Analytics"@en ;
             rdfs:label "reporting"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000013
:SFO_0000013 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000001 ;
             dc:description "Functions that maintain and conserve data in a usable and useful condition for the long term"@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:34:13Z"^^xsd:dateTime ;
             rdfs:comment "Examples: Data Conservancy; Fedora, DataOne; DataVerse"@en ;
             rdfs:label "data preservation"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000014
:SFO_0000014 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000001 ;
             dc:description "Functions that support aspects of software development."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:35:36Z"^^xsd:dateTime ;
             rdfs:comment "Examples: GitHub, Subversion, Eclipse,"@en ;
             rdfs:label "programmer assistance"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000015
:SFO_0000015 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000002 ;
             dc:description "Functions that allow users to visually map relevant concepts, processes, and other entities relevant to planning their research."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:40:31Z"^^xsd:dateTime ;
             rdfs:comment "Examples: mindmapping, concept mapping, brainstorming software"@en ;
             rdfs:label "mental modeling"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000016
:SFO_0000016 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000002 ;
             dc:description "Examples: Microsoft Project, GanttPro, Redmine, Airtable, Trello"@en ,
                            "Functions that allow users to develop and manage implementation of a project plan."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:45:29Z"^^xsd:dateTime ;
             rdfs:label "project planning"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000017
:SFO_0000017 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000002 ;
             dc:description "Functions that enable planning for the logistics needed to support research in the field."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:51:18Z"^^xsd:dateTime ;
             rdfs:comment "Examples: Easyship, LogiMap, DELMIA Quintiq Logistics Planning"@en ;
             rdfs:label "logistics planning"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000018
:SFO_0000018 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000002 ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T22:58:18Z"^^xsd:dateTime ;
             rdfs:comment "Examples: DMPtool"@en ,
                          "Functions to enable the development and management of data management plans."@en ;
             rdfs:label "data management planning"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000019
:SFO_0000019 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000003 ;
             dc:description "Functions that authenticate and/or control access to specific capabilities."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T23:01:41Z"^^xsd:dateTime ;
             rdfs:comment "Examples: OAuth, OpenID"@en ;
             rdfs:label "authentication and access control"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000020
:SFO_0000020 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000003 ;
             dc:description "Functions that allow a user to interact with a system."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T23:04:32Z"^^xsd:dateTime ;
             rdfs:comment "Examples: browsers, flyover country app"@en ;
             rdfs:label "user interface"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000021
:SFO_0000021 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000003 ;
             dc:description "Functions that allow users to form communities across space and time and to interact with one another remotely."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T23:09:25Z"^^xsd:dateTime ;
             rdfs:comment "Examples: AGU Connect, Facebook, MediaWiki, DokuWiki, Google groups, listservs, zoom"@en ;
             rdfs:label "community support & social networking"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000022
:SFO_0000022 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000003 ;
             dc:description "Functions that allow notification of events, or other happenings."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T23:13:51Z"^^xsd:dateTime ;
             rdfs:comment "Examples: Appwoodoo, OneSignal, Notifu, PyOxidizer"@en ;
             rdfs:label "notification"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000023
:SFO_0000023 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000004 ;
             dc:description "Functions to control the operation of a scientific instrument."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T23:20:56Z"^^xsd:dateTime ;
             rdfs:comment "Examples: MATLAB Instrument Control Box, LabView, Systems Test and Operations Language"@en ;
             rdfs:label "instrument control"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000024
:SFO_0000024 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000004 ;
             dc:description "Functions to calibrate an instrument."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T23:24:19Z"^^xsd:dateTime ;
             rdfs:comment "Examples: MODIS cal/val, EasyCal, Calibration Studio"@en ;
             rdfs:label "instrument calibration"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000025
:SFO_0000025 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000004 ;
             dc:description "Functions to handle data that is streaming in real-time."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T23:28:53Z"^^xsd:dateTime ;
             rdfs:comment "Examples: CHORDS"@en ;
             rdfs:label "streaming data handling"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000026
:SFO_0000026 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000004 ;
             dc:description "Functions to ingest data into a data system."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-17T23:30:08Z"^^xsd:dateTime ;
             rdfs:comment "Examples: Apache Kafka, Datatorrent, Apache Samza"@en ;
             rdfs:label "data ingest"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000027
:SFO_0000027 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000005 ;
             dc:description "The function that enables an agent to query a system that retrieves a list of data that match the agent's search criteria and which might be suitable for their purpose."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-18T22:40:18Z"^^xsd:dateTime ;
             rdfs:comment "Examples: NSIDC Scientific Data Search, data.gov, USGS ScienceBase"@en ;
             rdfs:label "data query"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000028
:SFO_0000028 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000005 ;
             dc:description "Functions that enable an agent to access or order data."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-18T22:53:52Z"^^xsd:dateTime ;
             rdfs:comment "Examples: NOAA's HadISST Sea Ice Component, 1°, Global, Monthly, 1870-present Data Subset Service, NSIDC Near-Real-Time SSM/I-SSMIS EASE-Grid Daily Global Ice Concentration and Snow Extent, Version 5 subscription service"@en ;
             rdfs:label "data access/order"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000029
:SFO_0000029 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000005 ;
             dc:description "Functions that automatically and systematically search some portion of the World Wide Web for items that meet provided criteria (e.g., specific keywords, certain file types)."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-18T23:15:57Z"^^xsd:dateTime ;
             rdfs:comment "Examples: Apache Nutch, Octoparse, Dexi.io"@en ;
             rdfs:label "web crawling"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000030
:SFO_0000030 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000005 ;
             dc:description "The function of extracting specified information/data from specific, targeted sites."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-18T23:25:01Z"^^xsd:dateTime ;
             rdfs:comment "Examples: EnhancedOAIServer, OAIA, WAF, arcIMS, Z39.50"@en ;
             rdfs:label "data harvesting"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000033
:SFO_0000033 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000006 ;
             dc:description "The function of systematically analyzing groups of data in order to uncover previously unknown patterns and relationships."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-18T23:58:41Z"^^xsd:dateTime ;
             rdfs:comment "Examples: RapidMiner Studio, STATISTICA, KNIME Analytics Platform"@en ;
             rdfs:label "data mining"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000034
:SFO_0000034 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000006 ;
             dc:description "Functions that allow users to perform initial investigations on data so as to discover patterns, to spot anomalies, to test hypothesis and/or to check assumptions with the help of summary statistics and graphical representations."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-19T00:04:49Z"^^xsd:dateTime ;
             rdfs:comment "Examples: pandas, numpy, matplotlib, seaborn"@en ;
             rdfs:label "exploratory data analysis"@en .

[ rdf:type owl:Axiom ;
   owl:annotatedSource :SFO_0000034 ;
   owl:annotatedProperty dc:description ;
   owl:annotatedTarget "Functions that allow users to perform initial investigations on data so as to discover patterns, to spot anomalies, to test hypothesis and/or to check assumptions with the help of summary statistics and graphical representations."@en ;
   dc:creator "Adapted from Prasad Patil, https://medium.com/@theprasadpatil"@en
 ] .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000036
:SFO_0000036 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000007 ;
             dc:description "Functions that prospectively ensure the quality of data to be acquired or which verify the data's reasonableness after acquisition through the use of techniques such as flagging outlying values, etc."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-19T21:24:05Z"^^xsd:dateTime ;
             oboinOwl:hasExactSynonym "Quality Assurance and Quality Control"@en ;
             rdfs:comment "Examples: ZenQMS, SmartSolve, Qualio"@en ;
             rdfs:label "QA/QC"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000039
:SFO_0000039 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000007 ;
             dc:description "Functions that allow users to extract a portion of a larger data set."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-19T21:59:09Z"^^xsd:dateTime ;
             rdfs:comment "Examples: channel selection, spatial subsetting, temporal subsetting"@en ;
             rdfs:label "subsetting"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000041
:SFO_0000041 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000007 ;
             dc:description "Functions that help agents develop and/or validate the metadata and other markup needed to 1) make their data usable in the short and long term or 2) prepare it for further processing and analysis."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-19T22:04:15Z"^^xsd:dateTime ;
             rdfs:comment "Examples: AgriMetamaker, C Compliance Checker, M3Cat, Metacat, Morpho, SPASE metadata editor"@en ,
                          """Functions may be manual or automated.  

Functions specifically include NLP markup (e.b., syntactic structure), image markup (e.g., outline around hurricane), etc., in addition to discovery, access, use and preservation metadata."""@en ;
             rdfs:label "metadata assistance"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000042
:SFO_0000042 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000007 ;
             dc:description "Functions that help ensure that the data being used is clean and consistent."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-19T22:10:36Z"^^xsd:dateTime ;
             rdfs:comment "Examples: OpenRefine, DataWrangler, DataCleaner"@en ;
             rdfs:label "data cleaning"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000043
:SFO_0000043 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000007 ;
             dc:description "Functions that allow users to anonymize, deidentify, blur or otherwise alter or hide portions of data to protect information because of ethical and legal issues"@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-19T22:14:32Z"^^xsd:dateTime ;
             rdfs:comment "Example tools: ARX Data Anonymization Tool, Amnesia, sdcMicro"@en ,
                          """Some of the issues addressed:

* location of  
   * protected species
   * archaeological sites
   * specimen locations
* personal privacy"""@en ;
             rdfs:label "data desensitization"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000044
:SFO_0000044 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000008 ;
             dc:description "Functions that generate geometrical shapes that cover a physical domain."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-20T22:39:30Z"^^xsd:dateTime ;
             rdfs:comment "Examples: LaGriT, GridTool, Gridgen, NWGrid"@en ;
             rdfs:label "grid or mesh generation"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000045
:SFO_0000045 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000008 ;
             dc:description "Functions that generate test data."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-20T22:50:51Z"^^xsd:dateTime ;
             rdfs:label "test data generation"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000046
:SFO_0000046 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000008 ;
             dc:description "Functions used to validate the output products of processing or modeling softare."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-20T22:57:25Z"^^xsd:dateTime ;
             rdfs:label "output validation"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000047
:SFO_0000047 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000008 ;
             dc:description "Functions that allow the outputs of one model to feed into another model."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-20T22:59:03Z"^^xsd:dateTime ;
             rdfs:label "model coupling"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000048
:SFO_0000048 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000008 ;
             dc:description "Functions that convert data into a useable and desired form."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-20T23:02:20Z"^^xsd:dateTime ;
             rdfs:label "data processing"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000049
:SFO_0000049 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000008 ;
             dc:description "Functions that allow users to computationally model physical processes."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-20T23:07:15Z"^^xsd:dateTime ;
             rdfs:label "computational model"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000050
:SFO_0000050 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000008 ;
             dc:description "Functions that allow users to adjust model parameters and forcings so that model outputs match observed values."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-20T23:09:18Z"^^xsd:dateTime ;
             rdfs:label "model calibration"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000051
:SFO_0000051 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000008 ;
             dc:description "Functions that optimally combine theory, often in the form of models, with available data."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T17:23:09Z"^^xsd:dateTime ;
             rdfs:label "inversion/assimilation"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000053
:SFO_0000053 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000008 ;
             dc:description "Functions that combine data from different sources into a single, unified view."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T17:29:33Z"^^xsd:dateTime ;
             rdfs:label "data integration"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000054
:SFO_0000054 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000010 ;
             dc:description "Functions that use statistical methods to analyze time series data and extract meaningful statistics and characteristics about the data."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T17:33:53Z"^^xsd:dateTime ;
             rdfs:label "time series analysis"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000055
:SFO_0000055 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000010 ;
             dc:description "Funcions that use formal techniques to study entities using their topological, geometric, or geographic properties"@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T17:36:00Z"^^xsd:dateTime ;
             rdfs:label "spatial analysis"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000056
:SFO_0000056 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000010 ;
             dc:description "Functions for collecting, exploring and presenting large amounts of data to discover underlying patterns and trends."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T18:42:18Z"^^xsd:dateTime ;
             rdfs:label "statistical analysis"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000057
:SFO_0000057 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000010 ;
             dc:description "Functions that allow quantitative analyses and/or algorithms applied to digital image (including multimedia) data."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T18:44:03Z"^^xsd:dateTime ;
             rdfs:label "image processing"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000058
:SFO_0000058 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000010 ;
             dc:description "Functions that parse texts in order to extract machine-readable facts from them, thereby creating structured data out of free text content."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T18:45:39Z"^^xsd:dateTime ;
             rdfs:comment "Example: Natural Language Processing"@en ;
             rdfs:label "text analysis"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000059
:SFO_0000059 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000010 ;
             dc:description "Structured techniques used to mathematically analyze a network of interconnected components."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T18:49:52Z"^^xsd:dateTime ;
             rdfs:label "graph or network analysis"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000060
:SFO_0000060 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000010 ;
             dc:description "Functions (i.e., algorithms and statistical models) used to perform a specific task without using explicit instructions, relying on patterns and inference observed in input test data instead."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T18:53:32Z"^^xsd:dateTime ;
             rdfs:label "machine learning"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000062
:SFO_0000062 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000011 ;
             dc:description "Functions that present data and information in a form suitable for visual perception and decision-making by a person."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T19:11:40Z"^^xsd:dateTime ;
             rdfs:label "display"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000063
:SFO_0000063 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000011 ;
             dc:description "Functions used to manipulate images or data so they appear as moving images."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T19:13:11Z"^^xsd:dateTime ;
             rdfs:label "animation"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000064
:SFO_0000064 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000011 ;
             dc:description "Functions used to generate two-dimensional or three-dimensional images from a model."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T19:16:20Z"^^xsd:dateTime ;
             rdfs:label "rendering"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000065
:SFO_0000065 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000012 ;
             dc:description "Functions that automate or partly automate the generation of documentation."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T19:19:48Z"^^xsd:dateTime ;
             rdfs:comment "Example: Live OWL Documentation Environment (LODE)"@en ;
             rdfs:label "document generation"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000066
:SFO_0000066 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000012 ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T19:25:10Z"^^xsd:dateTime ;
             rdfs:comment "Functions that transforms report data and layout information into a specific format."@en ;
             rdfs:label "report rendering"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000067
:SFO_0000067 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000012 ;
             dc:description "Functions to collect and submit data so that accurate analyses of the facts on the ground can be performed."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T19:27:48Z"^^xsd:dateTime ;
             rdfs:label "data reporting"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000068
:SFO_0000068 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000012 ;
             dc:description "Functions that allow the usage of a resource to be monitored."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T19:29:02Z"^^xsd:dateTime ;
             rdfs:label "usage monitoring"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000071
:SFO_0000071 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000014 ;
             dc:description "Functions that track changes made to a digital asset over time"@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T19:48:07Z"^^xsd:dateTime ;
             rdfs:label "version control"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000072
:SFO_0000072 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000014 ;
             dc:description "Functions to improve the efficiency and quality of code."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T19:49:47Z"^^xsd:dateTime ;
             rdfs:label "code optimization"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000073
:SFO_0000073 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000014 ;
             dc:description "Functions for evaluating and ascertaining the completeness and quality of code, determining if it complies with its requirements, performs functions for which it is intended and meets the organization's goals and user needs."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-09-23T19:51:20Z"^^xsd:dateTime ;
             rdfs:label "code validation and testing"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000100
:SFO_0000100 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000009 ;
             dc:description "Functions that enable a workflow process to be reproduced."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-10-16T03:04:39Z"^^xsd:dateTime ;
             rdfs:comment "Typically reproducibility of a process or workflow requires that any input parameters, data, the sequence of steps, and the code used in the workflow be available and documented for re-use."@en ;
             rdfs:label "reproducibility support"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000101
:SFO_0000101 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000009 ;
             dc:description "Functions that enable management of the provenance of 1) the definition of a workflow, 2) a workflow run, and 3) the data used or created by the workflow."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-10-16T03:10:48Z"^^xsd:dateTime ;
             rdfs:label "provenance management"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000102
:SFO_0000102 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000009 ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-10-16T03:16:29Z"^^xsd:dateTime ;
             rdfs:label "workflow design"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000103
:SFO_0000103 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000009 ;
             dc:description "Functions that enable arrangement, coordination, and management of a complex series of processes that depend on one another for their proper functioning."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-10-16T03:20:54Z"^^xsd:dateTime ;
             rdfs:label "workflow orchestration"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000104
:SFO_0000104 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000009 ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-10-16T03:27:11Z"^^xsd:dateTime ;
             rdfs:label "workflow execution"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000105
:SFO_0000105 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000013 ;
             dc:description "Functions that enable data to remain accessible and usable for a period of time long enough for there to be concern about the impacts of changing technologies, including support for new media and data formats, and of a changing Designated Community."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-10-16T03:45:48Z"^^xsd:dateTime ;
             rdfs:label "long-term archiving"@en .

[ rdf:type owl:Axiom ;
   owl:annotatedSource :SFO_0000105 ;
   owl:annotatedProperty dc:description ;
   owl:annotatedTarget "Functions that enable data to remain accessible and usable for a period of time long enough for there to be concern about the impacts of changing technologies, including support for new media and data formats, and of a changing Designated Community."@en ;
   rdfs:isDefinedBy <https://public.ccsds.org/Pubs/650x0m2.pdf>
 ] .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000106
:SFO_0000106 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000013 ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-10-16T03:59:05Z"^^xsd:dateTime ;
             rdfs:label "backup"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000107
:SFO_0000107 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000013 ;
             dc:description "Functions that enable the preservation of digital information, through transformation of the full information content from one form to another."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-10-16T04:00:47Z"^^xsd:dateTime ;
             rdfs:label "data migration"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000310
:SFO_0000310 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000007 ;
             dc:description "Functions that transform the representation of the data."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-10-01T23:07:45Z"^^xsd:dateTime ;
             rdfs:comment "Examples: spatial transformation, format conversion, interpolation, regridding, etc."@en ;
             rdfs:label "data transformation"@en .


###  http://cor.esipfed.org/ont/earthcube/SFO_0000311
:SFO_0000311 rdf:type owl:Class ;
             rdfs:subClassOf :SFO_0000003 ;
             dc:description "Functions to create, update and remove user accounts and their rights and capabilities within a system."@en ;
             oboinOwl:created_by <http://orcid.org/0000-0003-4808-4736> ;
             oboinOwl:creation_date "2019-10-01T23:21:44Z"^^xsd:dateTime ;
             rdfs:label "user management"@en .


###  Generated by the OWL API (version 4.5.7.2018-12-02T02:23:35Z) https://github.com/owlcs/owlapi