{ "attribution": "Calculated by Environment Dashboard from Climate TRACE (2026), Climate TRACE Emissions Inventory v5.10.0, https://climatetrace.org [2026-10-08], doi:10.5281/zenodo.22919723, licensed CC BY 4.0. Includes EDGAR CH4, N2O and F-gases v8.0 (© European Union, European Commission Joint Research Centre, CC BY 4.0) and FAOSTAT emissions totals (FAO, CC BY 4.0) as reproduced by Climate TRACE. Changes: converted to million tonnes; world values summed from every country; methane and nitrous oxide of subsectors taken from EDGAR converted to CO₂-equivalent with IPCC AR6 100-year global warming potentials, their carbon dioxide left out; other manufacturing left out.", "description": "Each year's emissions of all greenhouse gases, in carbon dioxide equivalent, from each of 68 subsectors that Climate TRACE estimates, for the world (the sum of every country), 2015–2025, each with the activity it is grouped into in ghg.climate-trace.by-activity. Countries' activity totals are in ghg.climate-trace.by-activity; their subsectors are not republished here, to keep the file small enough to serve. Subsectors do not overlap. Land use is split into its parts, some of them below zero where land takes up carbon. For ten subsectors that Climate TRACE takes from EDGAR only methane and nitrous oxide are shown, because their carbon dioxide comes from the International Energy Agency under terms that do not allow regrouping; other manufacturing is not shown for the same reason.", "dimensions": [ { "id": "sector", "label": "Climate TRACE sector", "values": [ {"id": "power", "label": "Power"}, {"id": "manufacturing", "label": "Manufacturing"}, {"id": "mineral-extraction", "label": "Mineral extraction"}, {"id": "fossil-fuel-operations", "label": "Fossil fuel operations"}, {"id": "transportation", "label": "Transportation"}, {"id": "buildings", "label": "Buildings"}, {"id": "agriculture", "label": "Agriculture"}, {"id": "waste", "label": "Waste"}, {"id": "fluorinated-gases", "label": "Fluorinated gases"}, {"id": "forestry-and-land-use", "label": "Forestry and land use"} ] }, { "id": "subsector", "label": "Climate TRACE subsector", "values": [ {"id": "electricity-generation", "label": "Electricity generation"}, {"id": "heat-plants", "label": "Heat plants"}, {"id": "other-energy-use", "label": "Other energy use (methane and nitrous oxide only)"}, {"id": "aluminum", "label": "Aluminium"}, {"id": "cement", "label": "Cement"}, {"id": "chemicals", "label": "Chemicals"}, {"id": "food-beverage-tobacco", "label": "Food, beverage and tobacco"}, {"id": "glass", "label": "Glass"}, {"id": "iron-and-steel", "label": "Iron and steel"}, {"id": "lime", "label": "Lime"}, {"id": "other-chemicals", "label": "Other chemicals"}, {"id": "other-metals", "label": "Other metals"}, {"id": "petrochemical-steam-cracking", "label": "Petrochemical steam cracking"}, {"id": "pulp-and-paper", "label": "Pulp and paper"}, {"id": "textiles-leather-apparel", "label": "Textiles, leather and apparel"}, {"id": "wood-and-wood-products", "label": "Wood and wood products"}, {"id": "bauxite-mining", "label": "Bauxite mining"}, {"id": "copper-mining", "label": "Copper mining"}, {"id": "iron-mining", "label": "Iron mining"}, {"id": "other-mining-quarrying", "label": "Other mining and quarrying"}, {"id": "rock-quarrying", "label": "Rock quarrying"}, {"id": "sand-quarrying", "label": "Sand quarrying"}, {"id": "coal-mining", "label": "Coal mining"}, {"id": "oil-and-gas-production", "label": "Oil and gas production"}, {"id": "oil-and-gas-refining", "label": "Oil and gas refining"}, {"id": "oil-and-gas-transport", "label": "Oil and gas transport"}, {"id": "other-fossil-fuel-operations", "label": "Other fossil fuel operations (methane and nitrous oxide only)"}, {"id": "other-solid-fuels", "label": "Other solid fuels (methane and nitrous oxide only)"}, {"id": "domestic-aviation", "label": "Domestic aviation"}, {"id": "domestic-shipping", "label": "Domestic shipping"}, {"id": "international-aviation", "label": "International aviation"}, {"id": "international-shipping", "label": "International shipping"}, {"id": "non-broadcasting-vessels", "label": "Non-broadcasting vessels"}, {"id": "other-transport", "label": "Other transport (methane and nitrous oxide only)"}, {"id": "railways", "label": "Railways (methane and nitrous oxide only)"}, {"id": "road-transportation", "label": "Road transportation"}, {"id": "non-residential-onsite-fuel-usage", "label": "Non-residential onsite fuel usage"}, {"id": "other-onsite-fuel-usage", "label": "Other onsite fuel usage (methane and nitrous oxide only)"}, {"id": "residential-onsite-fuel-usage", "label": "Residential onsite fuel usage"}, {"id": "fluorinated-gases", "label": "Fluorinated gases"}, {"id": "crop-residues", "label": "Crop residues"}, {"id": "cropland-fires", "label": "Cropland fires (methane and nitrous oxide only)"}, {"id": "enteric-fermentation-cattle-operation", "label": "Enteric fermentation, cattle operations"}, {"id": "enteric-fermentation-cattle-pasture", "label": "Enteric fermentation, cattle pasture"}, {"id": "enteric-fermentation-other", "label": "Enteric fermentation, other animals"}, {"id": "manure-applied-to-soils", "label": "Manure applied to soils"}, {"id": "manure-left-on-pasture-cattle", "label": "Manure left on pasture, cattle"}, {"id": "manure-management-cattle-operation", "label": "Manure management, cattle operations"}, {"id": "manure-management-other", "label": "Manure management, other animals"}, {"id": "other-agricultural-soil-emissions", "label": "Other agricultural soil emissions"}, {"id": "rice-cultivation", "label": "Rice cultivation"}, {"id": "synthetic-fertilizer-application", "label": "Synthetic fertilizer application"}, {"id": "biological-treatment-of-solid-waste-and-biogenic", "label": "Biological treatment of solid waste (methane and nitrous oxide only)"}, {"id": "domestic-wastewater-treatment-and-discharge", "label": "Domestic wastewater treatment and discharge"}, {"id": "incineration-and-open-burning-of-waste", "label": "Incineration and open burning of waste (methane and nitrous oxide only)"}, {"id": "industrial-wastewater-treatment-and-discharge", "label": "Industrial wastewater 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US EPA (FLIGHT and the Landfill Methane Outreach Program), the European Pollutant Release and Transfer Register (European Environment Agency) and Canada's Greenhouse Gas Reporting Program, and contains information licensed under the Open Government Licence - Canada. 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"description": "Used the 100-year CO₂-equivalent file (co2e_100yr, IPCC AR6 global warming potentials) for aluminum, bauxite-mining, cement, chemicals, coal-mining, copper-mining, crop-residues, domestic-aviation, domestic-shipping, domestic-wastewater-treatment-and-discharge, electricity-generation, enteric-fermentation-cattle-operation, enteric-fermentation-cattle-pasture, enteric-fermentation-other, food-beverage-tobacco, forest-land-clearing, forest-land-degradation, forest-land-fires, glass, heat-plants, industrial-wastewater-treatment-and-discharge, international-aviation, international-shipping, iron-and-steel, iron-mining, lime, manure-applied-to-soils, manure-left-on-pasture-cattle, manure-management-cattle-operation, manure-management-other, net-forest-land, net-shrubgrass, net-soil-organic-carbon, net-wetland, non-broadcasting-vessels, non-residential-onsite-fuel-usage, oil-and-gas-production, oil-and-gas-refining, oil-and-gas-transport, other-agricultural-soil-emissions, other-chemicals, other-metals, other-mining-quarrying, petrochemical-steam-cracking, pulp-and-paper, removals, residential-onsite-fuel-usage, rice-cultivation, road-transportation, rock-quarrying, sand-quarrying, shrubgrass-fires, synthetic-fertilizer-application, textiles-leather-apparel, water-reservoirs, wetland-fires, wood-and-wood-products, and for fluorinated-gases (EDGAR F-gases, CO₂-equivalent only).", "inputs": ["e88bd1350c1d0a3b8f4386f26b5efe7fa05790f8245a231d1ee4345a24828281", "82ec025df354271b60cb1b1542e5148c46483a490e5dad582ca26475b5082ea0", "d9e06dfdba385566a1c49ee4aefea7289c7a3d5fa57b5a126deedfca9e338989", "63f146632c9e70ca670f1d4052bd82354fcf9b58ed4e5a2390f93dc0c8b5982d", "3520d92151f064daae45cef102428cc65582e44550e2c7e8a1c7ca8494ef2095", "2f5be87d1cd22eddc5080f68e97f8a9191ae80746d6d533df0edca94fa35f368", "f6bfbc8a3c488197d24d86385914cfb0aa5e982646434735dbb574b484e40376", "8c222b17821caa2c2d9381bc7eb1e1055cac9ba718dfa1f0bba52c64fcdedaf3", 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"540d352a2533554fbfd8f392b6bae78d1f9332effe729c06b520b2a630450330", "script": "pipeline/src/envdash/transforms/emissions/climate_trace.py", "transform_sha256": "6933e7b0e108b6822bffab3dceff086d902111b7be53a4987aae75b8ee9a2afd" }, { "description": "For the subsectors Climate TRACE takes from EDGAR (biological-treatment-of-solid-waste-and-biogenic, cropland-fires, incineration-and-open-burning-of-waste, other-energy-use, other-fossil-fuel-operations, other-onsite-fuel-usage, other-solid-fuels, other-transport, railways, solid-waste-disposal) read only the methane and nitrous oxide files (EDGAR CH4 and N2O, CC BY 4.0) and converted them to CO₂-equivalent with the IPCC AR6 100-year global warming potentials Climate TRACE applies: nitrous oxide 273; methane 27.0 for biological-treatment-of-solid-waste-and-biogenic, cropland-fires, incineration-and-open-burning-of-waste, solid-waste-disposal; methane 29.8 for other-energy-use, other-fossil-fuel-operations, other-onsite-fuel-usage, other-solid-fuels, other-transport, railways. Their carbon dioxide is IEA-EDGAR CO2, licensed CC BY-NC-ND 4.0, and is not included anywhere: these subsectors are methane and nitrous oxide only.", "inputs": ["e88bd1350c1d0a3b8f4386f26b5efe7fa05790f8245a231d1ee4345a24828281", "82ec025df354271b60cb1b1542e5148c46483a490e5dad582ca26475b5082ea0", "d9e06dfdba385566a1c49ee4aefea7289c7a3d5fa57b5a126deedfca9e338989", "63f146632c9e70ca670f1d4052bd82354fcf9b58ed4e5a2390f93dc0c8b5982d", "3520d92151f064daae45cef102428cc65582e44550e2c7e8a1c7ca8494ef2095", "2f5be87d1cd22eddc5080f68e97f8a9191ae80746d6d533df0edca94fa35f368", "f6bfbc8a3c488197d24d86385914cfb0aa5e982646434735dbb574b484e40376", "8c222b17821caa2c2d9381bc7eb1e1055cac9ba718dfa1f0bba52c64fcdedaf3", "255c6261f03329c93e706dfee3b5b2236e00780c4f8588a3e3d79f6a7fe3d460", "8e9df3df6c1ea5c05e13ab0bd61a294e1f86b5e5aa41765ffe558363d3190790", "6504a53c8afddbf9cee5fca281c7dfe42d62165cecccb55a22612cfc8f86ba7d", "a3e44e6c37414e26d464b75d00223ebe2fdf298c3ca6616522185ce0c4fcfe96", 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where Climate TRACE carries its EDGAR, FAOSTAT or other input forward: heat-plants 2024, 2025; other-fossil-fuel-operations 2025; non-broadcasting-vessels 2016; enteric-fermentation-other 2024, 2025; manure-management-other 2024, 2025; biological-treatment-of-solid-waste-and-biogenic 2025; incineration-and-open-burning-of-waste 2025.", "inputs": ["e88bd1350c1d0a3b8f4386f26b5efe7fa05790f8245a231d1ee4345a24828281", "82ec025df354271b60cb1b1542e5148c46483a490e5dad582ca26475b5082ea0", "d9e06dfdba385566a1c49ee4aefea7289c7a3d5fa57b5a126deedfca9e338989", "63f146632c9e70ca670f1d4052bd82354fcf9b58ed4e5a2390f93dc0c8b5982d", "3520d92151f064daae45cef102428cc65582e44550e2c7e8a1c7ca8494ef2095", "2f5be87d1cd22eddc5080f68e97f8a9191ae80746d6d533df0edca94fa35f368", "f6bfbc8a3c488197d24d86385914cfb0aa5e982646434735dbb574b484e40376", "8c222b17821caa2c2d9381bc7eb1e1055cac9ba718dfa1f0bba52c64fcdedaf3", "255c6261f03329c93e706dfee3b5b2236e00780c4f8588a3e3d79f6a7fe3d460", 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"6933e7b0e108b6822bffab3dceff086d902111b7be53a4987aae75b8ee9a2afd" } ], "published_value": null, "schema_version": 1, "scope": { "baseline": null, "basis": "Climate TRACE V5.10.0 country-level estimates (modelled, mostly from satellite and other remote sensing and facility data, revised every month), 100-year global warming potentials from the IPCC Sixth Assessment Report. Some subsectors' country totals are built by Climate TRACE from EDGAR, CEDS or IEA World Energy Balances inputs (road transport, residential and non-residential buildings, heat plants, glass, lime, food, textiles, other chemicals, other metals, wood, other mining) and are used under Climate TRACE's CC BY 4.0. For the subsectors Climate TRACE takes from EDGAR (other energy use, railways, other transport, other onsite fuel use, other solid fuels, other fossil fuel operations, landfills, composting, waste burning, cropland fires) only methane and nitrous oxide are included: their carbon dioxide is IEA-EDGAR CO2, licensed CC BY-NC-ND 4.0. Other manufacturing is not included. 2026 is a partial year and is not shown. International aviation and shipping are included. Land use is shown in parts: clearing and degrading forest (gross carbon released) and the net carbon change of cropland soils; wildfires; and carbon taken up by standing forests with the net change of forest, shrub and grassland, and wetland that stays as it is (below zero where land takes up carbon). In V5.10.0 the 2025 values of that uptake are not yet estimated and are missing.", "bunkers": "included", "geography": "The world and 251 countries and territories (international aviation and shipping assigned to countries)", "gwp": "AR6-GWP100", "lulucf": "included" }, "superseded_by": null, "table": { "dims": { "activity": ["plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "plugging-in", "making-things", "making-things", "making-things", "making-things", "making-things", "making-things", "making-things", "making-things", "making-things", "making-things", 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