{
  "attribution": "Ember, Yearly Electricity Data (file of 2026-09-22), CC BY 4.0.",
  "description": "Greenhouse gas emissions per kilowatt-hour of electricity generated in each country, counting the whole lifecycle of each power source (fuel extraction, methane leaks, building the plants), each year since 2000, as estimated by Ember, with the world for comparison.",
  "dimensions": [],
  "display": {
    "decimals": 0
  },
  "geo_coverage": "country",
  "headline_entity": "WLD",
  "id": "electricity.ember.lifecycle-intensity-by-country",
  "kind": "series",
  "latest": {
    "age_bp": null,
    "dims": {},
    "entity": "WLD",
    "period": "2025",
    "status": "preliminary",
    "value": 460.503
  },
  "licence": {
    "name": "CC BY 4.0",
    "spdx": "CC-BY-4.0",
    "url": "https://creativecommons.org/licenses/by/4.0/"
  },
  "licence_class": "open",
  "notes": ["2025 is the latest year in Ember's file, which has no estimate flag; Ember's methodology says that for the most recent years it estimates annual generation from monthly data.", "Partly Ember's estimate: the file has no 2023 generation for 1 of the 209 countries and economies with generation for an earlier year, and Ember's methodology says it estimates a country's missing years from its historical trends of demand and generation by source.", "Partly Ember's estimate: the file has no 2024 generation for 15 of the 209 countries and economies with generation for an earlier year, and Ember's methodology says it estimates a country's missing years from its historical trends of demand and generation by source.", "Partly Ember's estimate: the file has no 2025 generation for 116 of the 209 countries and economies with generation for an earlier year, and Ember's methodology says it estimates a country's missing years from its historical trends of demand and generation by source."],
  "notice": null,
  "origins": [
    {"acquisition": "automatic", "artifact_id": "generation-yearly-global", "bytes": 16084305, "citation_full": "Yearly electricity generation data, Ember", "date_accessed": "2026-10-04", "date_published": "2026-09-22", "doi": null, "etag": "\"67122835394a3edc9da6e56901f3d640\"", "last_modified": "Tue, 22 Sep 2026 16:24:55 GMT", "licence": {"name": "CC BY 4.0", "spdx": "CC-BY-4.0", "url": "https://creativecommons.org/licenses/by/4.0/"}, "producer": "Ember", "r2_url": "https://files.environmentdashboard.org/raw/ea214963f4a98b26f52aaf541736d4310349a905e64f83e63425bfc3ab6255d7.zst", "sha256": "ea214963f4a98b26f52aaf541736d4310349a905e64f83e63425bfc3ab6255d7", "source_id": "ember-yearly", "title": "Yearly electricity data", "url_download": "https://files.ember-energy.org/public-downloads/generation/outputs/release_generation_yearly_global.csv", "url_main": "https://ember-energy.org/data/yearly-electricity-data/", "version_producer": "2026-09-22", "wayback_url": null},
    {"acquisition": "automatic", "artifact_id": "methodology-pdf", "bytes": 1487777, "citation_full": "Yearly electricity generation data, Ember", "date_accessed": "2026-10-04", "date_published": "2026-09-22", "doi": null, "etag": "\"9e4a04176b5b87901bdf0da81b05935b\"", "last_modified": "Tue, 22 Sep 2026 11:58:42 GMT", "licence": {"name": "CC BY 4.0", "spdx": "CC-BY-4.0", "url": "https://creativecommons.org/licenses/by/4.0/"}, "producer": "Ember", "r2_url": "https://files.environmentdashboard.org/raw/67c5eaac3bfbeb7e67bb786f9ea9680f67f6f26e75318560562ee52d439de908.zst", "sha256": "67c5eaac3bfbeb7e67bb786f9ea9680f67f6f26e75318560562ee52d439de908", "source_id": "ember-yearly", "title": "Yearly electricity data", "url_download": "https://files.ember-energy.org/public-downloads/ember_electricity_data_methodology.pdf", "url_main": "https://ember-energy.org/data/yearly-electricity-data/", "version_producer": "2026-09-22", "wayback_url": null}
  ],
  "processing": [
    {
      "description": "Read release_generation_yearly_global.csv, last modified by Ember on 2026-09-22 (Ember gives no version label, so that date is the vintage), and Ember's data methodology (PDF last modified 2026-09-22, sha256 67c5eaac3bfb…). Every methodology statement this transform relies on was found in the PDF (pages 10, 11, 12, 15, 16) before publishing.",
      "inputs": ["ea214963f4a98b26f52aaf541736d4310349a905e64f83e63425bfc3ab6255d7", "67c5eaac3bfbeb7e67bb786f9ea9680f67f6f26e75318560562ee52d439de908"],
      "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda",
      "script": "pipeline/src/envdash/transforms/energy/ember_countries.py",
      "transform_sha256": "8155ba05603a0ff0a7cd456b75f6d3bde247bb6c7c953191a0a1e7787cbf41a3"
    },
    {
      "description": "Kept the World and the 209 countries and economies in pipeline/geo/entities.csv, from 2000, the first year of Ember's stated coverage (earlier rows exist for some countries and are partial). Each country is matched by Ember's ISO 3 code; Ember's XKX is Kosovo (KOS).",
      "inputs": ["ea214963f4a98b26f52aaf541736d4310349a905e64f83e63425bfc3ab6255d7", "67c5eaac3bfbeb7e67bb786f9ea9680f67f6f26e75318560562ee52d439de908"],
      "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda",
      "script": "pipeline/src/envdash/transforms/energy/ember_countries.py",
      "transform_sha256": "8155ba05603a0ff0a7cd456b75f6d3bde247bb6c7c953191a0a1e7787cbf41a3"
    },
    {
      "description": "Checked, for every country and year, that the shares of the generating sources in the file add up to 100%, that Clean generation is Renewables plus Nuclear and the Clean share is Clean over Total generation, and that the emissions intensity is emissions over generation, each to within the rounding of the printed values.",
      "inputs": ["ea214963f4a98b26f52aaf541736d4310349a905e64f83e63425bfc3ab6255d7", "67c5eaac3bfbeb7e67bb786f9ea9680f67f6f26e75318560562ee52d439de908"],
      "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda",
      "script": "pipeline/src/envdash/transforms/energy/ember_countries.py",
      "transform_sha256": "8155ba05603a0ff0a7cd456b75f6d3bde247bb6c7c953191a0a1e7787cbf41a3"
    },
    {
      "description": "Left as null, with the reason, every share and intensity of a country-year in which the file gives a negative generation for a source, because those shares do not describe a generation mix. Ember projects the latest year by applying absolute changes from monthly data to annual values, which can go below zero. In this vintage: Azerbaijan 2025 (Solar -0.094 TWh); Belgium 2025 (Other fossil -0.349 TWh); Bangladesh 2025 (Wind -0.038 TWh); Costa Rica 2025 (Other fossil -1.15 TWh); Czechia 2025 (Other renewables -0.111 TWh); Spain 2025 (Other renewables -0.045 TWh); Estonia 2025 (Other renewables -0.001 TWh); Croatia 2025 (Other fossil -0.003 TWh); Kyrgyzstan 2025 (Other fossil -0.144 TWh); Netherlands 2025 (Other renewables -0.005 TWh); Slovenia 2025 (Other fossil -0.019 TWh).",
      "inputs": ["ea214963f4a98b26f52aaf541736d4310349a905e64f83e63425bfc3ab6255d7", "67c5eaac3bfbeb7e67bb786f9ea9680f67f6f26e75318560562ee52d439de908"],
      "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda",
      "script": "pipeline/src/envdash/transforms/energy/ember_countries.py",
      "transform_sha256": "8155ba05603a0ff0a7cd456b75f6d3bde247bb6c7c953191a0a1e7787cbf41a3"
    },
    {
      "description": "Status: a World year is preliminary when the file has no Total generation for a country that has it for an earlier year (Ember estimates missing country years from historical trends), as in electricity.ember.mix-world: 2023, 2024, 2025. Each country's values for 2025, the latest year in the file, are preliminary, because Ember estimates the most recent year from monthly data and the file does not say for which countries.",
      "inputs": ["ea214963f4a98b26f52aaf541736d4310349a905e64f83e63425bfc3ab6255d7", "67c5eaac3bfbeb7e67bb786f9ea9680f67f6f26e75318560562ee52d439de908"],
      "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda",
      "script": "pipeline/src/envdash/transforms/energy/ember_countries.py",
      "transform_sha256": "8155ba05603a0ff0a7cd456b75f6d3bde247bb6c7c953191a0a1e7787cbf41a3"
    },
    {
      "description": "Published Ember's 'Emissions intensity (gCO2e/kWh)' of 'Total generation' as printed.",
      "inputs": ["ea214963f4a98b26f52aaf541736d4310349a905e64f83e63425bfc3ab6255d7", "67c5eaac3bfbeb7e67bb786f9ea9680f67f6f26e75318560562ee52d439de908"],
      "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda",
      "script": "pipeline/src/envdash/transforms/energy/ember_countries.py",
      "transform_sha256": "8155ba05603a0ff0a7cd456b75f6d3bde247bb6c7c953191a0a1e7787cbf41a3"
    }
  ],
  "published_value": null,
  "schema_version": 1,
  "scope": {
    "baseline": null,
    "basis": "Lifecycle emissions per unit of electricity generated, as Ember labels them: upstream methane, supply chain and manufacturing emissions of each fuel and technology, all gases, in CO₂-equivalent over 100 years with methane counted at 21 times CO₂ (a factor from the IPCC Second Assessment Report, so none of the AR5 or AR6 options applies). Not combustion CO₂, and never comparable with or added to Global Carbon Project emissions. Per unit of generation, net imports excluded.",
    "bunkers": null,
    "geography": "Countries and economies, and the world",
    "gwp": null,
    "lulucf": null
  },
  "superseded_by": null,
  "table": {
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"ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE", "ZWE"],
    "missing_reason": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "Not published: Ember's file gives negative generation for Azerbaijan in 2025 (Solar -0.094 TWh), so its emissions intensity does not describe a generation mix.", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "Not published: Ember's file gives negative generation for Belgium in 2025 (Other fossil -0.349 TWh), so its emissions intensity does not describe a generation mix.", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "Not published: Ember's file gives negative generation for Bangladesh in 2025 (Wind -0.038 TWh), so its emissions intensity does not describe a generation mix.", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, 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null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "Not published: Ember's file gives negative generation for Costa Rica in 2025 (Other fossil -1.15 TWh), so its emissions intensity does not describe a generation mix.", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "Not published: Ember's file gives negative generation for Czechia in 2025 (Other renewables -0.111 TWh), so its emissions intensity does not describe a generation mix.", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "Not published: Ember's file gives negative generation for Spain in 2025 (Other renewables -0.045 TWh), so its emissions intensity does not describe a generation mix.", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "Not published: Ember's file gives negative generation for Estonia in 2025 (Other renewables -0.001 TWh), so its emissions intensity does not describe a generation mix.", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, 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null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "Not published: Ember's file gives negative generation for Croatia in 2025 (Other fossil -0.003 TWh), so its emissions intensity does not describe a generation mix.", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, 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null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "Not published: Ember's file gives negative generation for Kyrgyzstan in 2025 (Other fossil -0.144 TWh), so its emissions intensity does not describe a generation mix.", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, 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null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "Ember's file gives Total generation of 0.0 TWh for Lesotho in 2023, and no emissions intensity.", "Ember's file gives Total generation of 0.0 TWh for Lesotho in 2024, and no emissions intensity.", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, 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null, null, null, null, null, null, null, null, "Not published: Ember's file gives negative generation for Netherlands in 2025 (Other renewables -0.005 TWh), so its emissions intensity does not describe a generation mix.", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, 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  },
  "time_basis": "calendar",
  "title": "Carbon intensity of electricity (lifecycle), by country",
  "unit": {
    "code": "gCO2e/kWh",
    "label": "grams of carbon dioxide equivalent per kilowatt-hour (lifecycle)",
    "short": "g CO₂e/kWh"
  },
  "vintage": "2026-09-22"
}