{ "attribution": "Calculated by Environment Dashboard from FAO. 2025. FAOSTAT. Accessed on 5 October 2026. https://www.fao.org/faostat/en/#data Licence: CC-BY-4.0. Changes: converted from kilotonnes to million tonnes of CO₂-equivalent.", "description": "Greenhouse gas emissions from food and farming each year since 1990, for the world and each country, in carbon dioxide equivalent, split into the 22 processes FAO estimates, within its three stages. Farm gate (11): enteric fermentation, manure management, manure left on pasture, manure applied to soils, synthetic fertilizers, rice cultivation, crop residues, burning crop residues, drained organic soils, on-farm energy use and savanna fires. Land-use change (3): net forest conversion, fires in humid tropical forests and fires in organic soils. Pre- and post-production (8): fertilizers manufacturing, pesticides manufacturing, food processing, food packaging, food transport, food retail, food household consumption and agrifood systems waste disposal. Within each stage the processes add up exactly to FAO's stage total. Where FAO gives no value for a process in a country and year, it is absent, not zero.", "dimensions": [ { "id": "stage", "label": "Stage", "values": [ {"id": "farm-gate", "label": "On the farm"}, {"id": "land-use-change", "label": "Clearing land for farming"}, {"id": "pre-post-production", "label": "Before and after the farm"} ] }, { "id": "process", "label": "Process", "values": [ {"id": "enteric-fermentation", "label": "Farm animals' digestion (burps)"}, {"id": "manure-management", "label": "Storing and handling manure"}, {"id": "manure-left-on-pasture", "label": "Manure left on grazing land"}, {"id": "manure-applied-to-soils", "label": "Manure spread on fields"}, {"id": "synthetic-fertilizers", "label": "Synthetic fertiliser on fields"}, {"id": "rice-cultivation", "label": "Flooded rice fields"}, {"id": "crop-residues", "label": "Crop leftovers rotting on fields"}, {"id": "burning-crop-residues", "label": "Burning crop leftovers"}, {"id": "drained-organic-soils", "label": "Drained peat soils"}, {"id": "on-farm-energy-use", "label": "Fuel and electricity used on farms"}, {"id": "savanna-fires", "label": "Grassland (savanna) fires"}, {"id": "net-forest-conversion", "label": "Cutting down forests"}, {"id": "fires-in-humid-tropical-forests", "label": "Tropical forest fires"}, {"id": "fires-in-organic-soils", "label": "Peat fires"}, {"id": "fertilizers-manufacturing", "label": "Making fertiliser"}, {"id": "pesticides-manufacturing", "label": "Making pesticides"}, {"id": "food-processing", "label": "Processing food"}, {"id": "food-packaging", "label": "Packaging"}, {"id": "food-transport", "label": "Transport"}, {"id": "food-retail", "label": "Shops"}, {"id": "food-household-consumption", "label": "Cooking and storing food at home"}, {"id": "agrifood-systems-waste-disposal", "label": "Disposing of food waste"} ] } ], "display": { "decimals": 1 }, "geo_coverage": "country", "headline_entity": "WLD", "id": "food.faostat.agrifood-emissions-by-process", "kind": "series", "latest": { "age_bp": null, "dims": { "process": "enteric-fermentation", "stage": "farm-gate" }, "entity": "WLD", "period": "2023", "status": "final", "value": 2947.2047472 }, "licence": { "name": "CC BY 4.0 (FAO Statistical Database Terms of Use)", "spdx": "CC-BY-4.0", "url": "https://creativecommons.org/licenses/by/4.0/" }, "licence_class": "open", "notes": [], "notice": null, "origins": [ {"acquisition": "automatic", "artifact_id": "emissions-totals", "bytes": 20501708, "citation_full": "FAO. 2025. FAOSTAT. Accessed on 5 October 2026. https://www.fao.org/faostat/en/#data Licence: CC-BY-4.0.", "date_accessed": "2026-10-04", "date_published": "2025-10-28", "doi": null, "etag": "\"99a1f7889c9873df9bdb619a99572a1f-3\"", "last_modified": "Sat, 06 Dec 2025 15:13:44 GMT", "licence": {"name": "CC BY 4.0 (FAO Statistical Database Terms of Use)", "spdx": "CC-BY-4.0", "url": "https://creativecommons.org/licenses/by/4.0/"}, "producer": "Food and Agriculture Organization of the United Nations (FAO), Statistics Division", "r2_url": "https://files.environmentdashboard.org/raw/d2c47e116553711f7c2fd6b62437db511038fd9bd9ec77815fa69ff7a18a89a9.zst", "sha256": "d2c47e116553711f7c2fd6b62437db511038fd9bd9ec77815fa69ff7a18a89a9", "source_id": "faostat", "title": "FAOSTAT agrifood emissions, livestock emissions, emissions intensities, land use and food loss", "url_download": "https://bulks-faostat.fao.org/production/Emissions_Totals_E_All_Data_(Normalized).zip", "url_main": "https://www.fao.org/faostat/en/", "version_producer": "2025-10-28", "wayback_url": null}, {"acquisition": "automatic", "artifact_id": "datasets-catalogue", "bytes": 109120, "citation_full": "FAO. 2025. FAOSTAT. Accessed on 5 October 2026. https://www.fao.org/faostat/en/#data Licence: CC-BY-4.0.", "date_accessed": "2026-10-05", "date_published": "2025-10-28", "doi": null, "etag": "W/\"157c9ec8e5eea09a02497cc10f67bcdb\"", "last_modified": "Mon, 05 Oct 2026 12:49:35 GMT", "licence": {"name": "CC BY 4.0 (FAO Statistical Database Terms of Use)", "spdx": "CC-BY-4.0", "url": "https://creativecommons.org/licenses/by/4.0/"}, "producer": "Food and Agriculture Organization of the United Nations (FAO), Statistics Division", "r2_url": "https://files.environmentdashboard.org/raw/008f475c971a7770c69b1bc48f1c3a5fa8bf3873e762d6e1e9516bb0a700ebda.zst", "sha256": "008f475c971a7770c69b1bc48f1c3a5fa8bf3873e762d6e1e9516bb0a700ebda", "source_id": "faostat", "title": "FAOSTAT agrifood emissions, livestock emissions, emissions intensities, land use and food loss", "url_download": "https://bulks-faostat.fao.org/production/datasets_E.json", "url_main": "https://www.fao.org/faostat/en/", "version_producer": "2025-10-28", "wayback_url": null} ], "processing": [ { "description": "Read Emissions_Totals_E_All_Data_(Normalized).csv from FAOSTAT's GT bulk zip. The vintage is the domain's DateUpdate, 28 October 2025, from FAOSTAT's bulk-download catalogue (datasets_E.json), whose entry names this zip and gives FileRows 2,500,090, the number of data rows in this file. The zip was last modified on the server on Sat, 06 Dec 2025 15:13:44 GMT.", "inputs": ["d2c47e116553711f7c2fd6b62437db511038fd9bd9ec77815fa69ff7a18a89a9", "008f475c971a7770c69b1bc48f1c3a5fa8bf3873e762d6e1e9516bb0a700ebda"], "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda", "script": "pipeline/src/envdash/transforms/food/faostat_agrifood_stages.py", "transform_sha256": "636550f9686b9778d2e38caf6333b1c12ef9cc29ddb9813753ae715af65a10ad" }, { "description": "Kept the \"FAO TIER 1\" rows of element \"Emissions (CO2eq) (AR5)\" (code 723113), in kilotonnes of CO₂-equivalent (IPCC AR5 100-year global warming potentials), for item \"Agrifood systems\" (6518), its three stage items and their 22 process items. Rows from FAO's \"UNFCCC\" source are not used.", "inputs": ["d2c47e116553711f7c2fd6b62437db511038fd9bd9ec77815fa69ff7a18a89a9", "008f475c971a7770c69b1bc48f1c3a5fa8bf3873e762d6e1e9516bb0a700ebda"], "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda", "script": "pipeline/src/envdash/transforms/food/faostat_agrifood_stages.py", "transform_sha256": "636550f9686b9778d2e38caf6333b1c12ef9cc29ddb9813753ae715af65a10ad" }, { "description": "Checked, in all 9,174 areas and years from 1990 where FAO prints them (FAO's regions included), that \"Agrifood systems\" equals the sum of the three stages and each stage equals the sum of its processes present, to within 0.01 kilotonnes. Nothing is computed from this check; it shows that the parts published are FAO's whole total, with no remainder.", "inputs": ["d2c47e116553711f7c2fd6b62437db511038fd9bd9ec77815fa69ff7a18a89a9", "008f475c971a7770c69b1bc48f1c3a5fa8bf3873e762d6e1e9516bb0a700ebda"], "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda", "script": "pipeline/src/envdash/transforms/food/faostat_agrifood_stages.py", "transform_sha256": "636550f9686b9778d2e38caf6333b1c12ef9cc29ddb9813753ae715af65a10ad" }, { "description": "Left out 6,293 area-years before 1990 that carry farm process rows only: FAO publishes no stage total or agrifood total before 1990, so those rows could not be checked against one.", "inputs": ["d2c47e116553711f7c2fd6b62437db511038fd9bd9ec77815fa69ff7a18a89a9", "008f475c971a7770c69b1bc48f1c3a5fa8bf3873e762d6e1e9516bb0a700ebda"], "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda", "script": "pipeline/src/envdash/transforms/food/faostat_agrifood_stages.py", "transform_sha256": "636550f9686b9778d2e38caf6333b1c12ef9cc29ddb9813753ae715af65a10ad" }, { "description": "Left out FAO's projections for 2030 and 2050, which the file flags F (\"Forecast value\").", "inputs": ["d2c47e116553711f7c2fd6b62437db511038fd9bd9ec77815fa69ff7a18a89a9", "008f475c971a7770c69b1bc48f1c3a5fa8bf3873e762d6e1e9516bb0a700ebda"], "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda", "script": "pipeline/src/envdash/transforms/food/faostat_agrifood_stages.py", "transform_sha256": "636550f9686b9778d2e38caf6333b1c12ef9cc29ddb9813753ae715af65a10ad" }, { "description": "Published the 22 process items, 1990–2023, each value exactly as one row of the file.", "inputs": ["d2c47e116553711f7c2fd6b62437db511038fd9bd9ec77815fa69ff7a18a89a9", "008f475c971a7770c69b1bc48f1c3a5fa8bf3873e762d6e1e9516bb0a700ebda"], "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda", "script": "pipeline/src/envdash/transforms/food/faostat_agrifood_stages.py", "transform_sha256": "636550f9686b9778d2e38caf6333b1c12ef9cc29ddb9813753ae715af65a10ad" }, { "description": "Left out former states and territories reported only before their dissolution, with no entity here (Belgium-Luxembourg, Czechoslovakia, Ethiopia PDR, Netherlands Antilles (former), Pacific Islands Trust Territory, Sudan (former), USSR, Yugoslav SFR); FAO regional and analytical groups (Africa, Americas, Annex I countries, Asia, Australia and New Zealand, Caribbean, Central America, Central Asia, China, Eastern Africa, Eastern Asia, Eastern Europe, Europe, Land Locked Developing Countries (LLDCs), Latin America and the Caribbean, Least Developed Countries (LDCs), Low Income Food Deficit Countries (LIFDCs), Melanesia, Micronesia, Middle Africa, Net Food Importing Developing Countries (NFIDCs), Non-Annex I countries, Northern Africa, Northern America, Northern Europe, OECD, Oceania, Polynesia, Small Island Developing States (SIDS), South America, South-eastern Asia, Southern Africa, Southern Asia, Southern Europe, Western Africa, Western Asia, Western Europe); the European Union (27), a region (only the world and countries and territories are published). Their values are never re-assigned to other entities.", "inputs": ["d2c47e116553711f7c2fd6b62437db511038fd9bd9ec77815fa69ff7a18a89a9", "008f475c971a7770c69b1bc48f1c3a5fa8bf3873e762d6e1e9516bb0a700ebda"], "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda", "script": "pipeline/src/envdash/transforms/food/faostat_agrifood_stages.py", "transform_sha256": "636550f9686b9778d2e38caf6333b1c12ef9cc29ddb9813753ae715af65a10ad" }, { "description": "Converted kilotonnes to million tonnes by dividing by 1,000 (exact decimal arithmetic on the printed values).", "inputs": ["d2c47e116553711f7c2fd6b62437db511038fd9bd9ec77815fa69ff7a18a89a9", "008f475c971a7770c69b1bc48f1c3a5fa8bf3873e762d6e1e9516bb0a700ebda"], "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda", "script": "pipeline/src/envdash/transforms/food/faostat_agrifood_stages.py", "transform_sha256": "636550f9686b9778d2e38caf6333b1c12ef9cc29ddb9813753ae715af65a10ad" }, { "description": "Every value used carries FAO's flag E, which the file's codebook defines as \"Estimated value\".", "inputs": ["d2c47e116553711f7c2fd6b62437db511038fd9bd9ec77815fa69ff7a18a89a9", "008f475c971a7770c69b1bc48f1c3a5fa8bf3873e762d6e1e9516bb0a700ebda"], "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda", "script": "pipeline/src/envdash/transforms/food/faostat_agrifood_stages.py", "transform_sha256": "636550f9686b9778d2e38caf6333b1c12ef9cc29ddb9813753ae715af65a10ad" }, { "description": "Labelled FAO's items in plain words: \"Farm gate\" as \"On the farm\"; \"Land-use change\" as \"Clearing land for farming\"; \"Pre- and post-production\" as \"Before and after the farm\"; \"Enteric Fermentation\" as \"Farm animals' digestion (burps)\"; \"Manure Management\" as \"Storing and handling manure\"; \"Manure left on Pasture\" as \"Manure left on grazing land\"; \"Manure applied to Soils\" as \"Manure spread on fields\"; \"Synthetic Fertilizers\" as \"Synthetic fertiliser on fields\"; \"Rice Cultivation\" as \"Flooded rice fields\"; \"Crop Residues\" as \"Crop leftovers rotting on fields\"; \"Burning - Crop residues\" as \"Burning crop leftovers\"; \"Drained organic soils\" as \"Drained peat soils\"; \"On-farm energy use\" as \"Fuel and electricity used on farms\"; \"Savanna fires\" as \"Grassland (savanna) fires\"; \"Net Forest conversion\" as \"Cutting down forests\"; \"Fires in humid tropical forests\" as \"Tropical forest fires\"; \"Fires in organic soils\" as \"Peat fires\"; \"Fertilizers Manufacturing\" as \"Making fertiliser\"; \"Pesticides Manufacturing\" as \"Making pesticides\"; \"Food Processing\" as \"Processing food\"; \"Food Packaging\" as \"Packaging\"; \"Food Transport\" as \"Transport\"; \"Food Retail\" as \"Shops\"; \"Food Household Consumption\" as \"Cooking and storing food at home\"; \"Agrifood Systems Waste Disposal\" as \"Disposing of food waste\". Only the names shown differ; every value is FAO's item of that name.", "inputs": ["d2c47e116553711f7c2fd6b62437db511038fd9bd9ec77815fa69ff7a18a89a9", "008f475c971a7770c69b1bc48f1c3a5fa8bf3873e762d6e1e9516bb0a700ebda"], "lock_sha256": "7e110986c30381965c2e6096466c401cbf72bd1b7a828369f6f6c14c909dcbda", "script": "pipeline/src/envdash/transforms/food/faostat_agrifood_stages.py", "transform_sha256": "636550f9686b9778d2e38caf6333b1c12ef9cc29ddb9813753ae715af65a10ad" } ], "published_value": null, "schema_version": 1, "scope": { "baseline": null, "basis": "The 22 FAOSTAT process items of item \"Agrifood systems\" (6518), with FAO's names, each under its stage; overlapping FAOSTAT items (Emissions from livestock, Emissions from crops, Emissions on agricultural land, IPCC Agriculture, AFOLU, LULUCF) are not included, so nothing is counted twice. A few synthetic-fertilizer values are negative as published (Somalia and Timor-Leste, some years). FAO TIER 1 estimates for every country with the same method, not country inventory submissions, so they can differ from a country's own inventory. Farm gate is FAO's grouping: it includes on-farm energy use, drained organic soils and savanna fires as well as livestock and crop emissions. Land-use change counts only what FAO attributes to agriculture: net forest conversion (deforestation) plus fires in humid tropical forests and in organic soils (peat). The carbon taken up by standing forests (FAOSTAT item \"Forestland\", a net removal) is outside FAO's agrifood total: it is not subtracted and not shown. Net forest conversion uses FAO Forest Resources Assessment period averages, so it is constant within each assessment period and steps between periods, including a method break between 2000 and 2001; year-to-year changes in land-use change are partly an artefact of that method. Pre- and post-production covers fertilizer and pesticide manufacturing, food processing, packaging, transport, retail, household consumption (cooking, storing) and agrifood waste disposal. International aviation and shipping bunkers are a separate FAOSTAT item and are not included. Stage totals start in 1990.", "bunkers": "excluded", "geography": "Countries and territories, and the world", "gwp": "AR5-GWP100", "lulucf": "included" }, "superseded_by": null, "table": { "dims": { "process": ["synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "synthetic-fertilizers", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "drained-organic-soils", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "savanna-fires", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "net-forest-conversion", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-humid-tropical-forests", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", "fires-in-organic-soils", 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