emissionFactors: direct: battery charge: _comment: Emissions are counted at discharge source: Electricity Maps value: 0 battery discharge: - _comment: As a default fallback, we use the annual consumption-weighted mean carbon intensity of all Electricity Maps zones; charge-hour filtering was skipped due to insufficient battery charging-hour data for 2015 datetime: '2015-01-01' source: 2015 annual consumption-weighted mean carbon intensity across Electricity Maps zones (insufficient battery charging-hour data) value: 314.71 - _comment: As a default fallback, we use the annual consumption-weighted mean carbon intensity of all Electricity Maps zones; charge-hour filtering was skipped due to insufficient battery charging-hour data for 2016 datetime: '2016-01-01' source: 2016 annual consumption-weighted mean carbon intensity across Electricity Maps zones (insufficient battery charging-hour data) value: 309.85 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2017-01-01' source: 2017 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 382.59 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2018-01-01' source: 2018 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 441.01 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2019-01-01' source: 2019 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 383.75 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2020-01-01' source: 2020 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 375.45 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2021-01-01' source: 2021 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 384.87 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2022-01-01' source: 2022 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 374.44 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2023-01-01' source: 2023 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 326.6 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2024-01-01' source: 2024 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 317.53 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2025-01-01' source: 2025 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 297.68 biomass: source: BEIS 2021 value: 0 coal: source: IPCC 2014 value: 760 gas: source: IPCC 2014 value: 370 geothermal: source: IPCC 2014 value: 0 hydro: source: IPCC 2014 value: 0 hydro charge: _comment: Emissions are counted at discharge source: Electricity Maps value: 0 hydro discharge: - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2015-01-01' source: 2015 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 269.26 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2016-01-01' source: 2016 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 255.18 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2017-01-01' source: 2017 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 379.81 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2018-01-01' source: 2018 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 399.84 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2019-01-01' source: 2019 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 345.16 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2020-01-01' source: 2020 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 310.13 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2021-01-01' source: 2021 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 329.21 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2022-01-01' source: 2022 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 333.1 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2023-01-01' source: 2023 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 303.98 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2024-01-01' source: 2024 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 291.77 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2025-01-01' source: 2025 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 303.19 nuclear: source: IPCC 2014 value: 0 oil: _comment: A blended average of US and UK direct emission factor figures source: EIA 2020/BEIS 2021 value: 406 solar: source: IPCC 2014 value: 0 unknown: _comment: assume conventional source: assumes thermal (coal, gas, or oil) value: 575 wind: source: IPCC 2014 value: 0 lifecycle: battery charge: _comment: Emissions are counted at discharge source: Electricity Maps value: 0 battery discharge: - _comment: As a default fallback, we use the annual consumption-weighted mean carbon intensity of all Electricity Maps zones; charge-hour filtering was skipped due to insufficient battery charging-hour data for 2015 datetime: '2015-01-01' source: 2015 annual consumption-weighted mean carbon intensity across Electricity Maps zones (insufficient battery charging-hour data) value: 370.25 - _comment: As a default fallback, we use the annual consumption-weighted mean carbon intensity of all Electricity Maps zones; charge-hour filtering was skipped due to insufficient battery charging-hour data for 2016 datetime: '2016-01-01' source: 2016 annual consumption-weighted mean carbon intensity across Electricity Maps zones (insufficient battery charging-hour data) value: 368.45 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2017-01-01' source: 2017 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 449.16 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2018-01-01' source: 2018 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 509.14 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2019-01-01' source: 2019 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 449.32 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2020-01-01' source: 2020 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 442.36 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2021-01-01' source: 2021 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 450.66 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2022-01-01' source: 2022 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 439.67 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2023-01-01' source: 2023 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 390.45 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2024-01-01' source: 2024 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 382.58 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during battery charging hours datetime: '2025-01-01' source: 2025 consumption-weighted mean carbon intensity across Electricity Maps zones during battery charging hours value: 358.44 biomass: source: IPCC 2014 value: 230 coal: source: IPCC 2014 value: 820 gas: source: IPCC 2014 value: 490 geothermal: source: IPCC 2014 value: 38 hydro: source: IPCC 2014 value: 24 hydro charge: _comment: Emissions are counted at discharge source: Electricity Maps value: 0 hydro discharge: - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2015-01-01' source: 2015 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 318.68 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2016-01-01' source: 2016 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 305.6 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2017-01-01' source: 2017 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 445.39 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2018-01-01' source: 2018 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 464.15 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2019-01-01' source: 2019 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 409.45 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2020-01-01' source: 2020 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 371.84 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2021-01-01' source: 2021 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 391.04 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2022-01-01' source: 2022 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 395.9 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2023-01-01' source: 2023 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 365.65 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2024-01-01' source: 2024 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 350.96 - _comment: As a default fallback, we use the consumption-weighted mean carbon intensity of all Electricity Maps zones during hydro charging hours datetime: '2025-01-01' source: 2025 consumption-weighted mean carbon intensity across Electricity Maps zones during hydro charging hours value: 362.9 nuclear: source: IPCC 2014 value: 12 oil: _comment: UK Parliamentary Office of Science and Technology (2006) 'Carbon footprint of electricity generation' source: UK POST 2014 value: 650 solar: source: IPCC 2014 value: 45 unknown: _comment: assume conventional source: assumes thermal (coal, gas, oil or biomass) value: 700 wind: source: IPCC 2014 value: 11 fallbackZoneMixes: powerOriginRatios: _comment: https://www.bp.com/en/global/corporate/energy-economics/statistical-review-of-world-energy.html, https://www.irena.org/-/media/Files/IRENA/Agency/Publication/2018/Jul/IRENA_Renewable_Energy_Statistics_2018.pdf _source: BP Statistical Review of World Energy 2019, values from 2018, and Electricity Maps Avg for average carbon intensity, and IRENA report for Biomass and geothermal value: battery charge: 0 battery discharge: 0 biomass: 0.017509 coal: 0.38 gas: 0.232 geothermal: 0.003081 hydro: 0.158 hydro charge: 0 hydro discharge: 0 nuclear: 0.102 oil: 0.03 solar: 0.021966 unknown: 0.007728 wind: 0.047716 isLowCarbon: battery charge: _comment: Charge does not have any impact (we count emissions at discharge) source: Electricity Maps value: 1 battery discharge: _comment: Battery discharge is assumed to be powered by low-carbon. Ideally this should be overriden per zone. source: Electricity Maps value: 1 biomass: _comment: biomass is considered low-carbon. source: Electricity Maps value: 1 coal: _comment: coal is a fossil fuel. source: Electricity Maps value: 0 gas: _comment: gas is a fossil fuel. source: Electricity Maps value: 0 geothermal: _comment: geothermal is considered low-carbon. source: Electricity Maps value: 1 hydro: _comment: hydro is considered low-carbon. source: Electricity Maps value: 1 hydro charge: _comment: Charge does not have any impact (we count emissions at discharge) source: Electricity Maps value: 1 hydro discharge: _comment: Hydro discharge is assumed to be powered by low-carbon. Ideally this should be overriden per zone. source: Electricity Maps value: 1 nuclear: _comment: nuclear is considered low-carbon. source: Electricity Maps value: 1 oil: _comment: oil is a fossil fuel. source: Electricity Maps value: 0 solar: _comment: solar is considered low-carbon. source: Electricity Maps value: 1 unknown: _comment: By default unknown is assumed to be made up of fossil fuel based modes. datetime: '2020-01-01' source: Electricity Maps value: 0 wind: _comment: wind is considered low-carbon. source: Electricity Maps value: 1 isRenewable: battery charge: _comment: Charge does not have any impact (we count emissions at discharge) source: Electricity Maps value: 1 battery discharge: _comment: Battery discharge is assumed to be powered by renewables. Ideally this should be overriden per zone. source: Electricity Maps value: 1 biomass: _comment: biomass is considered renewable. source: Electricity Maps value: 1 coal: _comment: coal is a fossil fuel. source: Electricity Maps value: 0 gas: _comment: gas is a fossil fuel. source: Electricity Maps value: 0 geothermal: _comment: geothermal is considered renewable. source: Electricity Maps value: 1 hydro: _comment: hydro is considered renewable. source: Electricity Maps value: 1 hydro charge: _comment: Charge does not have any impact (we count emissions at discharge) source: Electricity Maps value: 1 hydro discharge: _comment: Hydro discharge is assumed to be powered by renewables. Ideally this should be overriden per zone. source: Electricity Maps value: 1 nuclear: _comment: nuclear is a not renewable. source: Electricity Maps value: 0 oil: _comment: oil is a fossil fuel. source: Electricity Maps value: 0 solar: _comment: solar is considered renewable. source: Electricity Maps value: 1 unknown: _comment: By default unknown is assumed to be made up of fossil fuel based modes. source: Electricity Maps value: 0 wind: _comment: wind is considered renewable. source: Electricity Maps value: 1