[dataset] Agricultural Inventory Data
We collected agricultural census and survey information on the areas and yields of 175 crops from the smallest political units reasonably obtainable for 206 countries. Data availability varied for different crops within each country, with most countries having subnational statistics for some crops but national statistics for others. Subnational data are one or two administrative levels below the national (i.e., state/province and county/district). These include 2299 political units one level below the national from 150 countries, and 19,751 units two levels below for 73 countries. The largest single source of subnational data is Agro-MAPS, a joint project between the United Nations Food and Agriculture Organization (FAO), the International Food Policy Research Institute (IFPRI), and the Center for Sustainability and the Global Environment (SAGE).
Agro-MAPS is a collection of subnational statistics on crop area, production, and yield for most countries in the world. For some crops, however, the Agro-MAPS data was missing or insufficiently detailed. To cover these gaps, we collected additional data from national census agencies and agricultural surveys. In particular, we turned to additional censuses and surveys to ensure county level data for the largest countries, including Brazil, Argentina, Mexico, Canada, India, the United States, and China. In certain instances we were only able to obtain subnational information on major crop groups (e.g., fruits or vegetables), which we used to proportionally distribute national level data from FAO to the state or county level.
When subnational statistics were unavailable, we relied on national figures from the Food and Agriculture Organization’s statistical databases [FAO, 2006a]. We collected independent national level data for four countries that were absent from FAO: Afghanistan, Iraq, Somalia, and Taiwan.
Data and Resources
- Global Synergy Cropland Map v3.0
- GPW Gridded Population of the World v4.0
- WDPA World Database on Protected Areas v1.6
- Harvested Area and Yield for 175 Crops
- Allocate resolution
- Data quality for 175 Crops
- Annual dynamics of global land cover and its long-term changes from 1982 to 2015
- Global Forest Change
- Demand and supply of pollination in the European Union
- Combine in-migration hotspots And land degradation in SSA
- Hotspots of in-migration and land degradation in sub-Saharan Africa
- Model rapeseed
- Model rapeseed output
- Combine Rapeseed And Pollination
- Output dataset
- Predicting Long-term Dynamics of Soil Salinity and Sodicity on a Global Scale
- Global Soil Erosion Modelling platform (GloSEM) - 2012
- Global Soil Erosion Modelling platform (GloSEM) - 2001
- MOD17A3HGF v006 MODIS/Terra Net Primary Production Gap-Filled Yearly L4 Global 500 m SIN Grid
- Global net migration and natural increase estimates at high spatial resolution
- Vegetation (Percent Tree Cover) - 2008
- Vegetation (Percent Tree Cover) - 2003
- GFCC30TCv003 Townsend Tree cover
- Pollination probability European Union
- Global data set of Monthly Irrigated and Rainfed Crop Areas around the year 2000 (MIRCA2000), version 1.1
- Pollinator abundance in Europe
- MapSPAM
- FAOSTAT Producer Prices
- GMIA Global Map of Irrigation Areas v5.0
- GAEZ Global Agro-ecological Zones v3.0
- MapSPAM Global Spatially-Disaggregated Crop Production Statistics Data for 2010 v2.0
- MapSPAM Yield
- MapSPAM Production
- MapSPAM Physical Area
- MapSPAM Harvested Area
- MapSPAM Model Process
- MapSPAM Measure Crop Potential Revenue
- MapSPAM Adopt Crop-Specific Prices
- MapSPAM Estimate Crop-Specific Potential Yield
- MapSPAM Consider Suitability
- MapSPAM Select Protected Areas
- MapSPAM IrrArea
- MapSPAM Adopt Irrigated Area
- MapSPAM Create Market Accessibility
- MapSPAM Derive Rural Population Density
- MapSPAM Determine Cropland Extent
- MapSPAM CropLand
- MapSPAM Protect
- MapSPAM AggRurPop
- MapSPAM Access
- MapSPAM SuitArea
- MapSPAM Price
- MapSPAM Rev
- MapSPAM PotYield
- GRUMP 1 Urban Extents Grid
- Rapeseed yield
- WorldClim 2 Precipitation
- Allocate cropland
- Agricultural Inventory Data
- Land cover classification
- Cropland and Pasture Area in 2000
- MODIS
- SPOT
Was used by
- Global Synergy Cropland Map v3.0
- GPW Gridded Population of the World v4.0
- WDPA World Database on Protected Areas v1.6
- Harvested Area and Yield for 175 Crops
- Allocate resolution
- Data quality for 175 Crops
- Annual dynamics of global land cover and its long-term changes from 1982 to 2015
- Global Forest Change
- Demand and supply of pollination in the European Union
- Combine in-migration hotspots And land degradation in SSA
- Hotspots of in-migration and land degradation in sub-Saharan Africa
- Model rapeseed
- Model rapeseed output
- Combine Rapeseed And Pollination
- Output dataset
- Predicting Long-term Dynamics of Soil Salinity and Sodicity on a Global Scale
- Global Soil Erosion Modelling platform (GloSEM) - 2012
- Global Soil Erosion Modelling platform (GloSEM) - 2001
- MOD17A3HGF v006 MODIS/Terra Net Primary Production Gap-Filled Yearly L4 Global 500 m SIN Grid
- Global net migration and natural increase estimates at high spatial resolution
- Vegetation (Percent Tree Cover) - 2008
- Vegetation (Percent Tree Cover) - 2003
- GFCC30TCv003 Townsend Tree cover
- Pollination probability European Union
- Global data set of Monthly Irrigated and Rainfed Crop Areas around the year 2000 (MIRCA2000), version 1.1
- Pollinator abundance in Europe
- MapSPAM
- FAOSTAT Producer Prices
- GMIA Global Map of Irrigation Areas v5.0
- GAEZ Global Agro-ecological Zones v3.0
- MapSPAM Global Spatially-Disaggregated Crop Production Statistics Data for 2010 v2.0
- MapSPAM Yield
- MapSPAM Production
- MapSPAM Physical Area
- MapSPAM Harvested Area
- MapSPAM Model Process
- MapSPAM Measure Crop Potential Revenue
- MapSPAM Adopt Crop-Specific Prices
- MapSPAM Estimate Crop-Specific Potential Yield
- MapSPAM Consider Suitability
- MapSPAM Select Protected Areas
- MapSPAM IrrArea
- MapSPAM Adopt Irrigated Area
- MapSPAM Create Market Accessibility
- MapSPAM Derive Rural Population Density
- MapSPAM Determine Cropland Extent
- MapSPAM CropLand
- MapSPAM Protect
- MapSPAM AggRurPop
- MapSPAM Access
- MapSPAM SuitArea
- MapSPAM Price
- MapSPAM Rev
- MapSPAM PotYield
- GRUMP 1 Urban Extents Grid
- Rapeseed yield
- WorldClim 2 Precipitation
- Allocate cropland
- Agricultural Inventory Data
- Land cover classification
- Cropland and Pasture Area in 2000
- MODIS
- SPOT
Was generated by
- Global Synergy Cropland Map v3.0
- GPW Gridded Population of the World v4.0
- WDPA World Database on Protected Areas v1.6
- Harvested Area and Yield for 175 Crops
- Allocate resolution
- Data quality for 175 Crops
- Annual dynamics of global land cover and its long-term changes from 1982 to 2015
- Global Forest Change
- Demand and supply of pollination in the European Union
- Combine in-migration hotspots And land degradation in SSA
- Hotspots of in-migration and land degradation in sub-Saharan Africa
- Model rapeseed
- Model rapeseed output
- Combine Rapeseed And Pollination
- Output dataset
- Predicting Long-term Dynamics of Soil Salinity and Sodicity on a Global Scale
- Global Soil Erosion Modelling platform (GloSEM) - 2012
- Global Soil Erosion Modelling platform (GloSEM) - 2001
- MOD17A3HGF v006 MODIS/Terra Net Primary Production Gap-Filled Yearly L4 Global 500 m SIN Grid
- Global net migration and natural increase estimates at high spatial resolution
- Vegetation (Percent Tree Cover) - 2008
- Vegetation (Percent Tree Cover) - 2003
- GFCC30TCv003 Townsend Tree cover
- Pollination probability European Union
- Global data set of Monthly Irrigated and Rainfed Crop Areas around the year 2000 (MIRCA2000), version 1.1
- Pollinator abundance in Europe
- MapSPAM
- FAOSTAT Producer Prices
- GMIA Global Map of Irrigation Areas v5.0
- GAEZ Global Agro-ecological Zones v3.0
- MapSPAM Global Spatially-Disaggregated Crop Production Statistics Data for 2010 v2.0
- MapSPAM Yield
- MapSPAM Production
- MapSPAM Physical Area
- MapSPAM Harvested Area
- MapSPAM Model Process
- MapSPAM Measure Crop Potential Revenue
- MapSPAM Adopt Crop-Specific Prices
- MapSPAM Estimate Crop-Specific Potential Yield
- MapSPAM Consider Suitability
- MapSPAM Select Protected Areas
- MapSPAM IrrArea
- MapSPAM Adopt Irrigated Area
- MapSPAM Create Market Accessibility
- MapSPAM Derive Rural Population Density
- MapSPAM Determine Cropland Extent
- MapSPAM CropLand
- MapSPAM Protect
- MapSPAM AggRurPop
- MapSPAM Access
- MapSPAM SuitArea
- MapSPAM Price
- MapSPAM Rev
- MapSPAM PotYield
- GRUMP 1 Urban Extents Grid
- Rapeseed yield
- WorldClim 2 Precipitation
- Allocate cropland
- Agricultural Inventory Data
- Land cover classification
- Cropland and Pasture Area in 2000
- MODIS
- SPOT
Related workflows
- Global Synergy Cropland Map v3.0
- GPW Gridded Population of the World v4.0
- WDPA World Database on Protected Areas v1.6
- Harvested Area and Yield for 175 Crops
- Allocate resolution
- Data quality for 175 Crops
- Annual dynamics of global land cover and its long-term changes from 1982 to 2015
- Global Forest Change
- Demand and supply of pollination in the European Union
- Combine in-migration hotspots And land degradation in SSA
- Hotspots of in-migration and land degradation in sub-Saharan Africa
- Model rapeseed
- Model rapeseed output
- Combine Rapeseed And Pollination
- Output dataset
- Predicting Long-term Dynamics of Soil Salinity and Sodicity on a Global Scale
- Global Soil Erosion Modelling platform (GloSEM) - 2012
- Global Soil Erosion Modelling platform (GloSEM) - 2001
- MOD17A3HGF v006 MODIS/Terra Net Primary Production Gap-Filled Yearly L4 Global 500 m SIN Grid
- Global net migration and natural increase estimates at high spatial resolution
- Vegetation (Percent Tree Cover) - 2008
- Vegetation (Percent Tree Cover) - 2003
- GFCC30TCv003 Townsend Tree cover
- Pollination probability European Union
- Global data set of Monthly Irrigated and Rainfed Crop Areas around the year 2000 (MIRCA2000), version 1.1
- Pollinator abundance in Europe
- MapSPAM
- FAOSTAT Producer Prices
- GMIA Global Map of Irrigation Areas v5.0
- GAEZ Global Agro-ecological Zones v3.0
- MapSPAM Global Spatially-Disaggregated Crop Production Statistics Data for 2010 v2.0
- MapSPAM Yield
- MapSPAM Production
- MapSPAM Physical Area
- MapSPAM Harvested Area
- MapSPAM Model Process
- MapSPAM Measure Crop Potential Revenue
- MapSPAM Adopt Crop-Specific Prices
- MapSPAM Estimate Crop-Specific Potential Yield
- MapSPAM Consider Suitability
- MapSPAM Select Protected Areas
- MapSPAM IrrArea
- MapSPAM Adopt Irrigated Area
- MapSPAM Create Market Accessibility
- MapSPAM Derive Rural Population Density
- MapSPAM Determine Cropland Extent
- MapSPAM CropLand
- MapSPAM Protect
- MapSPAM AggRurPop
- MapSPAM Access
- MapSPAM SuitArea
- MapSPAM Price
- MapSPAM Rev
- MapSPAM PotYield
- GRUMP 1 Urban Extents Grid
- Rapeseed yield
- WorldClim 2 Precipitation
- Allocate cropland
- Agricultural Inventory Data
- Land cover classification
- Cropland and Pasture Area in 2000
- MODIS
- SPOT
Had derivation