DB Versions

Version 16

This is the current operational version, released on 2025-03-11.

Changes

Added NOAA-20 VIIRS 8-day 500-m NDVI dataset
Added Sentinel-3 OLCI 10-day (dekadal) 300-m NDVI dataset
Added new crop masks:

GDA-CropID-Brazil_2020_Dbl-Crop-Soybeans-Corn
GDA-CropID-Brazil_2020_Soybeans-1st-harvest
GDA-CropID-Brazil_2021_Dbl-Crop-Soybeans-Corn
GDA-CropID-Brazil_2021_Soybeans-1st-harvest
GDA-CropID-Brazil_2022_Corn-2nd-harvest
GDA-CropID-Brazil_2022_Corn-3rd-harvest
GDA-CropID-Brazil_2022_Dbl-Crop-Soybeans-Corn
GDA-CropID-Brazil_2022_Dbl-Crop-Soybeans-Cotton
GDA-CropID-Brazil_2022_Soybeans-1st-harvest
GDA-CropID-Brazil_2023_Corn-2nd-harvest
GDA-CropID-Brazil_2023_Corn-3rd-harvest
GDA-CropID-Brazil_2023_Cotton
GDA-CropID-Brazil_2023_Dbl-Crop-Soybeans-Corn
GDA-CropID-Brazil_2023_Dbl-Crop-Soybeans-Cotton
GDA-CropID-Brazil_2023_Soybeans-1st-harvest
GDA-CropID-Brazil_2024_Corn-2nd-harvest
GDA-CropID-Brazil_2024_Cotton
GDA-CropID-Ethiopia_2024_Rice
GDA-CropID-Ethiopia_2024_WheatMeher
GDA-CropID-Ethiopia_2024_WheatBelg
GDA-CropID-Korea_2024_Corn
GDA-CropID-Korea_2024_Rice
GDA-CropID-Korea_2024_Soybeans
GDA-CropID-Korea_2024_SmallGrainsWinter
GDA-CropID-Korea_2024_Potatoes-main-season
GDA-CropID-Korea_2024_Dbl-Crop-SmallGrainsWinter-Soybeans
GDA-CropID-SouthAfrica_2024_Corn
GDA-CropID-SouthAfrica_2024_Soybeans
GDA-CropID-SouthAmerica_2024_Corn
GDA-CropID-SouthAmerica_2024_Corn-1st-harvest
GDA-CropID-SouthAmerica_2024_Corn-2nd-harvest
GDA-CropID-SouthAmerica_2024_Cotton
GDA-CropID-SouthAmerica_2024_Dbl-Crop-Rapeseed-Soybeans
GDA-CropID-SouthAmerica_2024_Dbl-Crop-Soybeans-Corn
GDA-CropID-SouthAmerica_2024_Dbl-Crop-Soybeans-Cotton
GDA-CropID-SouthAmerica_2024_Rapeseed
GDA-CropID-SouthAmerica_2024_Soybeans-1st-harvest
GDA-CropID-SouthAmerica_2024_Soybeans-2nd-harvest
GDA-CropID-SouthAsia_2024_RapeseedWinter

Updated and renamed crop masks:

From (v15.1)	To (v16)
`GDA-CropID-Brazil_2020_Soybeans`	`GDA-CropID-Brazil_2020_Soybeans-1st-harvest`
`GDA-CropID-Brazil_2021_Soybeans`	`GDA-CropID-Brazil_2021_Soybeans-1st-harvest`
`GDA-CropID-Brazil_2022_Corn-2nd-season`	`GDA-CropID-Brazil_2022_Corn-2nd-harvest`
`GDA-CropID-Brazil_2022_Soybeans-1st-season-v2`	`GDA-CropID-Brazil_2022_Soybeans-1st-harvest`

Collection

061 MODIS (3-digit version number for "Collection 6.1")
002 VIIRS (3-digit version number for "Collection 2")
v2 OLCI

Baseline Statistics Period

2001-2023 Terra MODIS (MOD)
2003-2023 Aqua MODIS (MYD)
2013-2023 S-NPP VIIRS (VNP)
2018-2023 NOAA-20 VIIRS (VJ1)
2021-2023 Sentinel-3 OLCI (OS3)

Shape IDs

Land Masks

ID	Name	Dataset
`MOD44W_2009_land`	MOD44W 2009 land	MODIS, VIIRS
`CGLOPS1-PROBAV-LC_v3-2019_land`	CGLOPS1-PROBAV v3 2019 land	OLCI

Crop Masks

crop-idname-v16.txt

ID	Display Name
`AAFC-STB_2019-2023_barley-50pp`	AAFC 2019-2023 50% PR Barley
`AAFC-STB_2019-2023_corn-50pp`	AAFC 2019-2023 50% PR Corn
`AAFC-STB_2019-2023_rapeseed-50pp`	AAFC 2019-2023 50% PR Rapeseed
`AAFC-STB_2019-2023_soybean-50pp`	AAFC 2019-2023 50% PR Soybean
`AAFC-STB_2019-2023_springwheat-50pp`	AAFC 2019-2023 50% PR Spring Wheat
`AAFC-STB_2019-2023_sunflower-50pp`	AAFC 2019-2023 50% PR Sunflower
`AAFC-STB_2019-2023_winterwheat-50pp`	AAFC 2019-2023 50% PR Winter Wheat
`CREAF_2019_palmoil`	BIOPAMA 2019 Palm Oil
`EC-JRC-ASAP-LC_v02_crops`	EC/JRC/ASAP v02 Crops
`EC-JRC-EU-CropMap_2018_wheat`	EU CropMap 2018 Wheat
`EC-JRC-EU-CropMap_2018_barley`	EU CropMap 2018 Barley
`EC-JRC-EU-CropMap_2018_rye-oat`	EU CropMap 2018 Rye/Oat
`EC-JRC-EU-CropMap_2018_corn`	EU CropMap 2018 Corn
`EC-JRC-EU-CropMap_2018_rice`	EU CropMap 2018 Rice
`EC-JRC-EU-CropMap_2018_sunflower`	EU CropMap 2018 Sunflower
`EC-JRC-EU-CropMap_2018_rapeseed`	EU CropMap 2018 Rapeseed
`EC-JRC-EU-CropMap_2018_soybean`	EU CropMap 2018 Soybean
`ECMWF-C3S-2018_crops`	ESA-CCI 2018 Crops
`EEA-CORINE-v20_2018_crops`	Corine 2018 Dryland
`ESA-CCI-S2P-LC_2016_crops`	ESA/CCI S2 2016 Crops
`ESA-UCL-Globcover-v2-3_2009_irrigated`	Globcover 2009 Irrigated
`ESA-UCL-Globcover-v2-3_2009_rainfed`	Globcover 2009 Rainfed
`ESA-WorldCover_2020_crops`	ESA WorldCover 2020 crops
`ESRI-Sentinel2-LULC_2020_crops`	ESRI Sentinel-2 Crops
`FAO-IIASA-GAEZ-v3_2000-2005_irrigated`	GAEZ 2000-2005 Irrigtated
`FAO-IIASA-GAEZ-v3_2000-2005_rainfed`	GAEZ 2000-2005 Rainfed
`GDA-CropID-Argentina_2019_WinterGrains`	GDA Argentina 2019 Winter Grain
`GDA-CropID-Argentina_2020_WinterGrains`	GDA Argentina 2020 Winter Grain
`GDA-CropID-Australia_2021_Cotton`	GDA Australia 2021 Cotton
`GDA-CropID-Australia_2022_Cotton-v2`	GDA Australia 2022 Cotton
`GDA-CropID-Australia_2023_Cotton`	GDA Australia 2023 Cotton
`GDA-CropID-Australia_2022_Rice-v2`	GDA Australia 2022 Rice
`GDA-CropID-Australia_2023_Rice`	GDA Australia 2023 Rice
`GDA-CropID-Australia_2023_RapeseedWinter`	GDA Australia 2023 Rapeseed (Winter)
`GDA-CropID-Australia_2022_Sorghum`	GDA Australia 2022 Sorghum
`GDA-CropID-Bangladesh_2020_Rice`	GDA Bangladesh 2020 Rice
`GDA-CropID-Bangladesh_2021_Rice`	GDA Bangladesh 2021 Rice
`GDA-CropID-Brazil_2020_Dbl-Crop-Soybeans-Corn`	GDA Brazil 2020 Soybean/Corn (Double-crop)
`GDA-CropID-Brazil_2020_Soybeans-1st-harvest`	GDA Brazil 2020 Soybean
`GDA-CropID-Brazil_2021_Dbl-Crop-Soybeans-Corn`	GDA Brazil 2021 Soybean/Corn (Double-crop)
`GDA-CropID-Brazil_2021_Soybeans-1st-harvest`	GDA Brazil 2021 Soybean
`GDA-CropID-Brazil_2022_Corn-2nd-harvest`	GDA Brazil 2022 Corn (2nd harvest)
`GDA-CropID-Brazil_2022_Corn-3rd-harvest`	GDA Brazil 2022 Corn (3rd harvest)
`GDA-CropID-Brazil_2022_Dbl-Crop-Soybeans-Corn`	GDA Brazil 2022 Soybean/Corn (Double-crop)
`GDA-CropID-Brazil_2022_Dbl-Crop-Soybeans-Cotton`	GDA Brazil 2022 Soybean/Soybean (Double-crop)
`GDA-CropID-Brazil_2022_Rice-irrigated`	GDA Brazil 2022 Rice (Irrigated)
`GDA-CropID-Brazil_2022_Soybeans-1st-harvest`	GDA Brazil 2022 Soybean (1st harvest)
`GDA-CropID-Brazil_2023_Corn-2nd-harvest`	GDA Brazil 2023 Corn (2nd harvest)
`GDA-CropID-Brazil_2023_Corn-3rd-harvest`	GDA Brazil 2023 Corn (3rd harvest)
`GDA-CropID-Brazil_2023_Cotton`	GDA Brazil 2023 Cotton
`GDA-CropID-Brazil_2023_Dbl-Crop-Soybeans-Corn`	GDA Brazil 2023 Soybean/Corn (Double-crop)
`GDA-CropID-Brazil_2023_Dbl-Crop-Soybeans-Cotton`	GDA Brazil 2023 Soybean/Soybean (Double-crop)
`GDA-CropID-Brazil_2023_Soybeans-1st-harvest`	GDA Brazil 2023 Soybean (1st harvest)
`GDA-CropID-Brazil_2024_Corn-1st-harvest`	GDA Brazil 2024 Corn (1st harvest)
`GDA-CropID-Brazil_2024_Corn-2nd-harvest`	GDA Brazil 2024 Corn (2nd harvest)
`GDA-CropID-Brazil_2024_Cotton`	GDA Brazil 2024 Cotton
`GDA-CropID-Brazil_2024_Soybeans-1st-harvest`	GDA Brazil 2024 Soybean (1st harvest)
`GDA-CropID-Canada_2020_Rapeseed`	GDA Canada 2020 Rapeseed
`GDA-CropID-Canada_2021_Rapeseed`	GDA Canada 2021 Rapeseed
`GDA-CropID-Canada_2022_RapeseedSpring`	GDA Canada 2022 Rapeseed (Spring)
`GDA-CropID-Canada_2023_RapeseedSpring`	GDA Canada 2023 Rapeseed (Spring)
`GDA-CropID-Canada_2022_SmallGrainsSpring`	GDA Canada 2022 Small Grain (Spring)
`GDA-CropID-Canada_2022_SmallGrainsWinter`	GDA Canada 2022 Small Grain (Winter)
`GDA-CropID-China_2019_Corn`	GDA China 2019 Corn
`GDA-CropID-China_2020_Corn`	GDA China 2020 Corn
`GDA-CropID-China_2019_Rice`	GDA China 2019 Rice
`GDA-CropID-China_2020_Rice`	GDA China 2020 Rice
`GDA-CropID-China_2021_Rice`	GDA China 2021 Rice
`GDA-CropID-China_2019_Soy`	GDA China 2019 Soybean
`GDA-CropID-China_2020_Soy`	GDA China 2020 Soybean
`GDA-CropID-China_2021_Soy`	GDA China 2021 Soybean
`GDA-CropID-Egypt_2019_Rice`	GDA Egypt 2019 Rice
`GDA-CropID-Egypt_2020_Rice`	GDA Egypt 2020 Rice
`GDA-CropID-Ethiopia_2023_Rice`	GDA Ethiopia 2023 Rice
`GDA-CropID-Ethiopia_2023_WheatMeher`	GDA Ethiopia 2023 Wheat (Spring/Meher)
`GDA-CropID-Ethiopia_2023_WheatBelg`	GDA Ethiopia 2023 Wheat (Winter/Belg)
`GDA-CropID-Ethiopia_2024_Rice`	GDA Ethiopia 2024 Rice
`GDA-CropID-Ethiopia_2024_WheatMeher`	GDA Ethiopia 2024 Wheat (Spring/Meher)
`GDA-CropID-Ethiopia_2024_WheatBelg`	GDA Ethiopia 2024 Wheat (Winter/Belg)
`GDA-CropID-Eurasia_2023_SmallGrainsWinter`	GDA Eurasia 2023 Small Grain (Winter)
`GDA-CropID-Eurasia_2023_RapeseedSpring`	GDA Eurasia 2023 Rapeseed (Spring)
`GDA-CropID-Eurasia_2023_RapeseedWinter`	GDA Eurasia 2023 Rapeseed (Winter)
`GDA-CropID-Europe_2024_RapeseedWinter`	GDA Europe 2024 Rapeseed (Winter)
`GDA-CropID-France_2022_BarleyWinter`	GDA France 2022 Barley (Winter)
`GDA-CropID-France_2022_RapeseedWinter`	GDA France 2022 Rapeseed (Winter)
`GDA-CropID-France_2022_WheatWinter`	GDA France 2022 Wheat (Winter)
`GDA-CropID-Korea_2023_Corn`	GDA Korea 2023 Corn
`GDA-CropID-Korea_2022_Rice`	GDA Korea 2022 Rice
`GDA-CropID-Korea_2023_Rice`	GDA Korea 2023 Rice
`GDA-CropID-Korea_2024_Corn`	GDA Korea 2024 Corn
`GDA-CropID-Korea_2024_Rice`	GDA Korea 2024 Rice
`GDA-CropID-Korea_2024_Soybeans`	GDA Korea 2024 Soybean
`GDA-CropID-Korea_2024_SmallGrainsWinter`	GDA Korea 2024 Small Grain (Winter)
`GDA-CropID-Korea_2024_Potatoes-main-season`	GDA Korea 2024 Potatoes (main-season)
`GDA-CropID-Korea_2024_Dbl-Crop-SmallGrainsWinter-Soybeans`	GDA Korea 2024 Small Grain (Winter) / Soybean (Double-crop)
`GDA-CropID-Mexico_2020_WinterGrains`	GDA Mexico 2020 Winter Grain
`GDA-CropID-Mexico_2021_WinterGrains`	GDA Mexico 2021 Winter Grain
`GDA-CropID-NorthKorea_2020_Rice`	GDA North Korea 2020 Rice
`GDA-CropID-NorthKorea_2021_Rice`	GDA North Korea 2021 Rice
`GDA-CropID-Philippines_2020_Rice`	GDA Philippines 2020 Rice
`GDA-CropID-Russia_2020_WinterGrains`	GDA Russia 2020 Winter Grain
`GDA-CropID-Russia_2021_WinterGrains`	GDA Russia 2021 Winter Grain
`GDA-CropID-Russia_2022_Rice`	GDA Russia 2022 Rice
`GDA-CropID-Russia_2022_SmallGrainsWinter`	GDA Russia 2022 Small Grain (Winter)
`GDA-CropID-SouthAfrica_2020_Corn`	GDA South Africa 2020 Corn
`GDA-CropID-SouthAfrica_2021_Corn`	GDA South Africa 2021 Corn
`GDA-CropID-SouthAfrica_2022_Corn`	GDA South Africa 2022 Corn
`GDA-CropID-SouthAfrica_2023_Corn`	GDA South Africa 2023 Corn
`GDA-CropID-SouthAfrica_2022_Soybeans`	GDA South Africa 2022 Soybean
`GDA-CropID-SouthAfrica_2023_Soybeans-1st-season`	GDA South Africa 2023 Soybean (1st harvest)
`GDA-CropID-SouthAfrica_2023_Sunflower`	GDA South Africa 2023 Sunflower
`GDA-CropID-SouthAfrica_2024_Corn`	GDA South Africa 2024 Corn
`GDA-CropID-SouthAfrica_2024_Soybeans`	GDA South Africa 2024 Soybean
`GDA-CropID-SouthAmerica_2023_Corn`	GDA South America 2023 Corn
`GDA-CropID-SouthAmerica_2023_Corn-2nd-season`	GDA South America 2023 Corn (2nd harvest)
`GDA-CropID-SouthAmerica_2023_Dbl-Crop-Soybeans-Corn`	GDA South America 2023 Soybean/Corn (Double-crop)
`GDA-CropID-SouthAmerica_2023_Dbl-Crop-Soybeans-Soybeans`	GDA South America 2023 Soybean/Soybean (Double-crop)
`GDA-CropID-SouthAmerica_2023_Soybeans-1st-season-v2`	GDA South America 2023 Soybean (1st harvest)
`GDA-CropID-SouthAmerica_2023_Soybeans-2nd-season-v2`	GDA South America 2023 Soybean (2nd harvest)
`GDA-CropID-SouthAmerica_2024_Corn`	GDA South America 2024 Corn
`GDA-CropID-SouthAmerica_2024_Corn-1st-harvest`	GDA South America 2024 Corn (1st harvest)
`GDA-CropID-SouthAmerica_2024_Corn-2nd-harvest`	GDA South America 2024 Corn (2nd harvest)
`GDA-CropID-SouthAmerica_2024_Cotton`	GDA South America 2024 Cotton
`GDA-CropID-SouthAmerica_2024_Dbl-Crop-Rapeseed-Soybeans`	GDA South America 2024 Rapeseed/Soybean (Double-crop)
`GDA-CropID-SouthAmerica_2024_Dbl-Crop-Soybeans-Corn`	GDA South America 2024 Soybean/Corn (Double-crop)
`GDA-CropID-SouthAmerica_2024_Dbl-Crop-Soybeans-Cotton`	GDA South America 2024 Soybean/Soybean (Double-crop)
`GDA-CropID-SouthAmerica_2024_Rapeseed`	GDA South America 2024 Rapeseed
`GDA-CropID-SouthAmerica_2024_Soybeans-1st-harvest`	GDA South America 2024 Soybean (1st harvest)
`GDA-CropID-SouthAmerica_2024_Soybeans-2nd-harvest`	GDA South America 2024 Soybean (2nd harvest)
`GDA-CropID-SouthAsia_2024_RapeseedWinter`	GDA South Asia 2024 Rapeseed (Winter)
`GDA-CropID-Turkey_2019_Cotton`	GDA Turkey 2019 Cotton
`GDA-CropID-Turkey_2020_Cotton`	GDA Turkey 2020 Cotton
`GDA-CropID-Turkey_2021_Cotton`	GDA Turkey 2021 Cotton
`GDA-CropID-UK_2020_RapeseedWinter`	GDA UK 2020 Rapeseed (Winter)
`GDA-CropID-UK_2020_SmallGrainsWinter`	GDA UK 2020 Small Grain (Winter)
`GDA-CropID-UK_2021_RapeseedWinter`	GDA UK 2021 Rapeseed (Winter)
`GDA-CropID-UK_2021_SmallGrainsWinter`	GDA UK 2021 Small Grain (Winter)
`GDA-CropID-Ukraine_2021_Sunflower`	GDA Ukraine 2021 Sunflower
`GDA-CropID-Ukraine_2021_RapeseedWinter`	GDA Ukraine 2021 Rapeseed (Winter)
`GDA-CropID-Ukraine_2022_RapeseedWinter`	GDA Ukraine 2022 Rapeseed (Winter)
`GDA-CropID-Ukraine_2022_SmallGrainsWinter`	GDA Ukraine 2022 Small Grain (Winter)
`GDA-CropID-Ukraine_2022_Sunflower`	GDA Ukraine 2022 Sunflower
`GFSAD30-CE_2015_crops`	GFSAD30 2015 Crops
`GTI-DEA-SANLC-v4_2018_crops`	SANLC 2018 Crops
`IBGE-Brazil_2017-2022_rice`	IBGE Brazil 2017-2022 Rice
`IFPRI-SPAM_2010-v1.0_barley`	IFPRI SPAM 2010 v1 Barley
`IFPRI-SPAM_2010-v1.0_corn`	IFPRI SPAM 2010 v1 Corn
`IFPRI-SPAM_2010-v1.0_cotton`	IFPRI SPAM 2010 v1 Cotton
`IFPRI-SPAM_2010-v1.0_groundnut`	IFPRI SPAM 2010 v1 Groundnut
`IFPRI-SPAM_2010-v1.0_palmoil`	IFPRI SPAM 2010 v1 Palm Oil
`IFPRI-SPAM_2010-v1.0_pearlmillet`	IFPRI SPAM 2010 v1 Pearl Millet
`IFPRI-SPAM_2010-v1.0_rapeseed`	IFPRI SPAM 2010 v1 Rapeseed
`IFPRI-SPAM_2010-v1.0_rice`	IFPRI SPAM 2010 v1 Rice
`IFPRI-SPAM_2010-v1.0_sorghum`	IFPRI SPAM 2010 v1 Sorghum
`IFPRI-SPAM_2010-v1.0_soybean`	IFPRI SPAM 2010 v1 Soybean
`IFPRI-SPAM_2010-v1.0_sunflower`	IFPRI SPAM 2010 v1 Sunflower
`IFPRI-SPAM_2010-v1.0_wheat`	IFPRI SPAM 2010 v1 Wheat
`IIASA-IFPRI_2010_crops`	IIASA IFPRI 2010 Crops
`LMCS-CGLS_2015_crops`	PROBA-V 2015 Crops
`MCD12C1-IGBP_2018_crops`	MODIS-IGBP 2018 Crops
`NASS_2011-2016_13crops`	NASS 2011-2016 50% PR All Crops
`NASS_2011-2016_alfalfa`	NASS 2011-2016 50% PR Alfalfa
`NASS_2011-2016_barley`	NASS 2011-2016 50% PR Barley
`NASS_2011-2016_canola`	NASS 2011-2016 50% PR Canola
`NASS_2011-2016_corn`	NASS 2011-2016 50% PR Corn
`NASS_2011-2016_cotton`	NASS 2011-2016 50% PR Cotton
`NASS_2011-2016_grass`	NASS 2011-2016 50% PR Grass
`NASS_2011-2016_millet`	NASS 2011-2016 50% PR Millet
`NASS_2011-2016_peanuts`	NASS 2011-2016 50% PR Peanuts
`NASS_2011-2016_rice`	NASS 2011-2016 50% PR Rice
`NASS_2011-2016_sorghum`	NASS 2011-2016 50% PR Sorghum
`NASS_2011-2016_soybeans`	NASS 2011-2016 50% PR Soybeans
`NASS_2011-2016_springwheat`	NASS 2011-2016 50% PR Spring Wheat
`NASS_2011-2016_sunflowers`	NASS 2011-2016 50% PR Sunflowers
`NASS_2011-2016_winterwheat`	NASS 2011-2016 50% PR Winter Wheat
`NGA-VISNAV-LC_2014_general`
`NGA-VISNAV-LC_2014_rice-paddy`
`ORNL-DAAC-India-v1_2005_crops`	Decadal LULC India Crops
`RSA_2010_dryland-ag`	RSA Dryland
`RSA_2010_irrigated-ag`	RSA Irrigated
`SIGMA-Unified-CL_2014_crops`	Unified Cropland 2014 v3.2
`UMD-GLAD-SouthAmerica_2019-2023_soybean-50pp`	UMD GLAD South America 2019-2023 Soybean 50% PR
`USDA-ASRC-Argentina_2023_soybean`	ASRC Argentina 2023 Soybean
`USDA-ASRC-Brazil_2021_secondcorn`	ASRC Brazil 2021 Second Corn
`USDA-ASRC-Brazil_2021_soybean`	ASRC Brazil 2021 Soybean
`USDA-ASRC-Brazil_2022_cotton`	ASRC Brazil 2022 Cotton
`USDA-ASRC-Brazil_2023_corn-2nd-season`	ASRC Brazil 2023 Second Corn
`USDA-ASRC-Canada-MB_2017_wheat`	ASRC Canada (Manitoba) 2017 Wheat
`USDA-ASRC-Canada-ON_2017_corn`	ASRC Canada (Ontario) 2017 Corn
`USDA-ASRC-Canada-ON_2017_rapeseed`	ASRC Canada (Ontario) 2017 Rapeseed
`USDA-ASRC-Canada-ON_2017_soybean`	ASRC Canada (Ontario) 2017 Soybean
`USDA-ASRC-Canada-ON_2017_wheat`	ASRC Canada (Ontario) 2017 Wheat
`USDA-ASRC-China_2021_winterwheat`	ASRC China 2021 Winter Wheat
`USDA-ASRC-China_2022_corn`	ASRC China 2022 Corn
`USDA-ASRC-China_2022_soybean`	ASRC China 2022 Soybean
`USDA-ASRC-Cuba_2021_rice`	ASRC Cuba 2021 Rice
`USDA-ASRC-Dominican-Republic_2020_rice`	ASRC Dominican Republic 2020 Rice
`USDA-ASRC-Egypt_2017_corn`	ASRC Egypt 2017 Corn
`USDA-ASRC-Egypt_2017_cotton`	ASRC Egypt 2017 Cotton
`USDA-ASRC-Egypt_2017_rice`	ASRC Egypt 2017 Rice
`USDA-ASRC-Ethiopia_2023_wheat`	ASRC Ethiopia 2023 Wheat
`USDA-ASRC-France_2020_wheat`	ASRC France 2020 Wheat
`USDA-ASRC-Germany_2023_rapeseed`	ASRC Germany 2023 Rapeseed
`USDA-ASRC-Greece_2017_corn`	ASRC Greece 2017 Corn
`USDA-ASRC-Greece_2017_cotton`	ASRC Greece 2017 Cotton
`USDA-ASRC-Greece_2017_rice`	ASRC Greece 2017 Rice
`USDA-ASRC-India_2022_wheat`	ASRC India 2022 Wheat
`USDA-ASRC-India_2022_rapeseed`	ASRC India 2022 Rapeseed
`USDA-ASRC-India-Telangana_2022_rice`	ASRC India (Telangana) 2022 Rice
`USDA-ASRC-India-Telangana_2023_rice`	ASRC India (Telangana) 2023 Rice
`USDA-ASRC-Indonesia_2020_palmoil`	ASRC Indonesia 2020 Palm Oil
`USDA-ASRC-Iraq_2022_wheat`	ASRC Iraq 2022 Wheat
`USDA-ASRC-Kazakhstan_2022_wheat`	ASRC Kazakhstan 2022 Wheat
`USDA-ASRC-Mexico_2020_cotton`	ASRC Mexico 2020 Cotton
`USDA-ASRC-Mexico_2021_soybean`	ASRC Mexico 2021 Soybean
`USDA-ASRC-Mexico_2021_summercorn`	ASRC Mexico 2021 Summer corn
`USDA-ASRC-Mexico_2021_winterbarley`	ASRC Mexico 2021 Barley (Winter)
`USDA-ASRC-Mexico_2022_soybean`	ASRC Mexico 2022 Soybean
`USDA-ASRC_Morocco_2017_smallgrain`	ASRC Morocco 2017 Small grain
`USDA-ASRC-North-Korea_2018_rice`	ASRC North Korea 2018 Rice
`USDA-ASRC-Pakistan_2020_fallcorn`	ASRC Pakistan 2020 Fall corn
`USDA-ASRC-Pakistan_2021_rice`	ASRC Pakistan 2021 Rice
`USDA-ASRC-Pakistan_2022_fallcorn`	ASRC Pakistan 2022 Fall corn
`USDA-ASRC-Pakistan_2023_corn`	ASRC Pakistan 2023 Corn
`USDA-ASRC-Pakistan_2023_rice`	ASRC Pakistan 2023 Rice
`USDA-ASRC-Paraguay_2021-2022_corn`	ASRC Paraguay 2021-2022 Corn
`USDA-ASRC-Paraguay_2021_soybean`	ASRC Paraguay 2021 Soybean
`USDA-ASRC-Paraguay_2022_soybean`	ASRC Paraguay 2022 Soybean
`USDA-ASRC-Romania_2020_corn`	ASRC Romania 2020 Corn
`USDA-ASRC-Romania_2022_rapeseed`	ASRC Romania 2022 Rapeseed
`USDA-ASRC-South-Africa_2015_corn`	ASRC South Africa 2015 Corn
`USDA-ASRC-South-Africa-WesternCape_2021_wheat`	ASRC South Africa (Western Cape) 2021 Wheat
`USDA-ASRC-Syria_2023_winterwheat`	ASRC Syria 2023 Winter Wheat
`USDA-ASRC-Thailand_2021_rice-mainseason`	ASRC Thailand 2021 Rice (Main season)
`USDA-ASRC-Tunisia_2017_smallgrain`	ASRC Tunisia 2017 Small grain
`USDA-ASRC-Turkey_2020_rice`	ASRC Turkey 2020 Rice
`USDA-ASRC-Turkey_2021_wheat`	ASRC Turkey 2021 Wheat
`USDA-ASRC-Turkmenistan_2018_wheat`	ASRC Turkmenistan 2018 Wheat
`USDA-ASRC-Ukraine_2017_corn`	ASRC Ukraine 2017 Corn
`USDA-ASRC-Ukraine_2020_corn`	ASRC Ukraine 2020 Corn
`USDA-ASRC-Ukraine_2017_soybean`	ASRC Ukraine 2017 Soybean
`USDA-ASRC-Ukraine_2023_sunflower`	ASRC Ukraine 2023 Sunflower
`USDA-ASRC-Zambia_2020_wheat`	ASRC Zambia 2020 Wheat
`USDA-ASRC-Zambia_2021_wheat`	ASRC Zambia 2021 Wheat
`USDA-ASRC-Zimbabwe_2020_wheat`	ASRC Zimbabwe 2020 Wheat
`USDA-ASRC-Zimbabwe_2021_wheat`	ASRC Zimbabwe 2021 Wheat
`USDA-NASS-CDL_2018-2023_13crops-50pp`	NASS 2018-2023 50% PR 13 Crops
`USDA-NASS-CDL_2018-2023_alfalfa-50pp`	NASS 2018-2023 50% PR Alfalfa
`USDA-NASS-CDL_2018-2023_barley-50pp`	NASS 2018-2023 50% PR Barley
`USDA-NASS-CDL_2018-2023_canola-50pp`	NASS 2018-2023 50% PR Canola
`USDA-NASS-CDL_2018-2023_corn-50pp`	NASS 2018-2023 50% PR Corn
`USDA-NASS-CDL_2018-2023_cotton-50pp`	NASS 2018-2023 50% PR Cotton
`USDA-NASS-CDL_2018-2023_grass-50pp`	NASS 2018-2023 50% PR Grass
`USDA-NASS-CDL_2018-2023_hay-50pp`	NASS 2018-2023 50% PR Hay
`USDA-NASS-CDL_2018-2023_millet-50pp`	NASS 2018-2023 50% PR Millet
`USDA-NASS-CDL_2018-2023_peanut-50pp`	NASS 2018-2023 50% PR Peanuts
`USDA-NASS-CDL_2018-2023_rice-50pp`	NASS 2018-2023 50% PR Rice
`USDA-NASS-CDL_2018-2023_sorghum-50pp`	NASS 2018-2023 50% PR Sorghum
`USDA-NASS-CDL_2018-2023_soybean-50pp`	NASS 2018-2023 50% PR Soybean
`USDA-NASS-CDL_2018-2023_sunflower-50pp`	NASS 2018-2023 50% PR Sunflower
`USDA-NASS-CDL_2018-2023_springwheat-50pp`	NASS 2018-2023 50% PR Spring Wheat
`USDA-NASS-CDL_2018-2023_winterwheat-50pp`	NASS 2018-2023 50% PR Winter Wheat
`USGS-NLCD_2016_crops`	NLCD 2016 Crops
`USGS-NLCD_2021_crops`	NLCD 2021 Crops

Version 15.1

Discontinued on 2025-03-21.

CHANGES

Same as DB v15, but updated Terra & Aqua MODIS C6.1 long term means to 2023.

Baseline Statistics Period

2001-2023 Terra MODIS (MOD)
2003-2023 Aqua MODIS (MYD)

Version 15

Discontinued on 2025-03-21.

CHANGES

Added 42 crop masks:

ID Display Name

AAFC-STB_2019-2023_barley-50pp AAFC 2019-2023 50% PR Barley

AAFC-STB_2019-2023_corn-50pp AAFC 2019-2023 50% PR Corn

AAFC-STB_2019-2023_rapeseed-50pp AAFC 2019-2023 50% PR Rapeseed

AAFC-STB_2019-2023_soybean-50pp AAFC 2019-2023 50% PR Soybean

AAFC-STB_2019-2023_springwheat-50pp AAFC 2019-2023 50% PR Spring Wheat

AAFC-STB_2019-2023_sunflower-50pp AAFC 2019-2023 50% PR Sunflower

AAFC-STB_2019-2023_winterwheat-50pp AAFC 2019-2023 50% PR Winter Wheat

GDA-CropID-Brazil_2024_Corn-1st-harvest GDA Brazil 2024 Corn (1st season)

GDA-CropID-Brazil_2024_Soybeans-1st-harvest GDA Brazil 2024 Soybean (1st season)

GDA-CropID-Ethiopia_2023_Rice GDA Ethiopia 2023 Rice

GDA-CropID-Ethiopia_2023_WheatMeher GDA Ethiopia 2023 Wheat (Spring/Meher)

GDA-CropID-Ethiopia_2023_WheatBelg GDA Ethiopia 2023 Wheat (Winter/Belg)

GDA-CropID-Europe_2024_RapeseedWinter GDA Europe 2024 Rapeseed (Winter)

UMD-GLAD-SouthAmerica_2019-2023_soybean-50pp UMD GLAD South America 2019-2023 Soybean 50% PR

USDA-ASRC-Argentina_2023_soybean ASRC Argentina 2023 Soybean

USDA-ASRC-Brazil_2023_corn-2nd-season ASRC Brazil 2023 Second Corn

USDA-ASRC-Ethiopia_2023_wheat ASRC Ethiopia 2023 Wheat

USDA-ASRC-Germany_2023_rapeseed ASRC Germany 2023 Rapeseed

USDA-ASRC-India-Telangana_2022_rice ASRC India (Telangana) 2022 Rice

USDA-ASRC-India-Telangana_2023_rice ASRC India (Telangana) 2023 Rice

USDA-ASRC-Indonesia_2020_palmoil ASRC Indonesia 2020 Palm Oil

USDA-ASRC-Pakistan_2023_corn ASRC Pakistan 2023 Corn

USDA-ASRC-Pakistan_2023_rice ASRC Pakistan 2023 Rice

USDA-ASRC-Syria_2023_winterwheat ASRC Syria 2023 Winter Wheat

USDA-ASRC-Ukraine_2023_sunflower ASRC Ukraine 2023 Sunflower

USDA-NASS-CDL_2018-2023_13crops-50pp NASS 2018-2023 50% PR 13 Crops

USDA-NASS-CDL_2018-2023_alfalfa-50pp NASS 2018-2023 50% PR Alfalfa

USDA-NASS-CDL_2018-2023_barley-50pp NASS 2018-2023 50% PR Barley

USDA-NASS-CDL_2018-2023_canola-50pp NASS 2018-2023 50% PR Canola

USDA-NASS-CDL_2018-2023_corn-50pp NASS 2018-2023 50% PR Corn

USDA-NASS-CDL_2018-2023_cotton-50pp NASS 2018-2023 50% PR Cotton

USDA-NASS-CDL_2018-2023_grass-50pp NASS 2018-2023 50% PR Grass

USDA-NASS-CDL_2018-2023_hay-50pp NASS 2018-2023 50% PR Hay

USDA-NASS-CDL_2018-2023_millet-50pp NASS 2018-2023 50% PR Millet

USDA-NASS-CDL_2018-2023_peanut-50pp NASS 2018-2023 50% PR Peanuts

USDA-NASS-CDL_2018-2023_rice-50pp NASS 2018-2023 50% PR Rice

USDA-NASS-CDL_2018-2023_sorghum-50pp NASS 2018-2023 50% PR Sorghum

USDA-NASS-CDL_2018-2023_soybean-50pp NASS 2018-2023 50% PR Soybean

USDA-NASS-CDL_2018-2023_sunflower-50pp NASS 2018-2023 50% PR Sunflower

USDA-NASS-CDL_2018-2023_springwheat-50pp NASS 2018-2023 50% PR Spring Wheat

USDA-NASS-CDL_2018-2023_winterwheat-50pp NASS 2018-2023 50% PR Winter Wheat

USGS-NLCD_2021_crops NLCD 2021 Crops

Removed 10 crop masks:

ID Display Name

AAFC-STB_2019_crops AAFC 2019 Cropland

AAFC-STB_2015-2019_barley AAFC 2015-2019 50% PR Barley

AAFC-STB_2015-2019_corn AAFC 2015-2019 50% PR Corn

AAFC-STB_2015-2019_millet AAFC 2015-2019 50% PR Millet

AAFC-STB_2015-2019_rapeseed AAFC 2015-2019 50% PR Rapeseed

AAFC-STB_2015-2019_soybean AAFC 2015-2019 50% PR Soybean

AAFC-STB_2015-2019_springwheat AAFC 2015-2019 50% PR Spring Wheat

AAFC-STB_2015-2019_sunflower AAFC 2015-2019 50% PR Sunflower

AAFC-STB_2015-2019_winterwheat AAFC 2015-2019 50% PR Winter Wheat

UMD-GLAD-SouthAmerica_2017-2021_soybean-50pctPr UMD GLAD South America 2017-2021 Soybean 50% PR

ID	Display Name
`AAFC-STB_2019_crops`	AAFC 2019 Cropland
`AAFC-STB_2015-2019_barley`	AAFC 2015-2019 50% PR Barley
`AAFC-STB_2015-2019_corn`	AAFC 2015-2019 50% PR Corn
`AAFC-STB_2015-2019_millet`	AAFC 2015-2019 50% PR Millet
`AAFC-STB_2015-2019_rapeseed`	AAFC 2015-2019 50% PR Rapeseed
`AAFC-STB_2015-2019_soybean`	AAFC 2015-2019 50% PR Soybean
`AAFC-STB_2015-2019_springwheat`	AAFC 2015-2019 50% PR Spring Wheat
`AAFC-STB_2015-2019_sunflower`	AAFC 2015-2019 50% PR Sunflower
`AAFC-STB_2015-2019_winterwheat`	AAFC 2015-2019 50% PR Winter Wheat
`UMD-GLAD-SouthAmerica_2017-2021_soybean-50pctPr`	UMD GLAD South America 2017-2021 Soybean 50% PR

DB v15

Collection

061 MODIS (3-digit version number for "Collection 6.1")
002 VIIRS (3-digit version number for "Collection 2")

Baseline Statistics Period

2001-2021 Terra MODIS (MOD)
2003-2021 Aqua MODIS (MYD)
2013-2023 S-NPP VIIRS (VNP)

Shape IDs

Land Masks

ID	Display Name
`MOD44W_2009_land`	MOD44W 2009 Land

Crop Masks

ID	Display Name
`AAFC-STB_2019-2023_barley-50pp`	AAFC 2019-2023 50% PR Barley
`AAFC-STB_2019-2023_corn-50pp`	AAFC 2019-2023 50% PR Corn
`AAFC-STB_2019-2023_rapeseed-50pp`	AAFC 2019-2023 50% PR Rapeseed
`AAFC-STB_2019-2023_soybean-50pp`	AAFC 2019-2023 50% PR Soybean
`AAFC-STB_2019-2023_springwheat-50pp`	AAFC 2019-2023 50% PR Spring Wheat
`AAFC-STB_2019-2023_sunflower-50pp`	AAFC 2019-2023 50% PR Sunflower
`AAFC-STB_2019-2023_winterwheat-50pp`	AAFC 2019-2023 50% PR Winter Wheat
`CREAF_2019_palmoil`	BIOPAMA 2019 Palm Oil
`EC-JRC-ASAP-LC_v02_crops`	EC/JRC/ASAP v02 Crops
`EC-JRC-EU-CropMap_2018_wheat`	EU CropMap 2018 Wheat
`EC-JRC-EU-CropMap_2018_barley`	EU CropMap 2018 Barley
`EC-JRC-EU-CropMap_2018_rye-oat`	EU CropMap 2018 Rye/Oat
`EC-JRC-EU-CropMap_2018_corn`	EU CropMap 2018 Corn
`EC-JRC-EU-CropMap_2018_rice`	EU CropMap 2018 Rice
`EC-JRC-EU-CropMap_2018_sunflower`	EU CropMap 2018 Sunflower
`EC-JRC-EU-CropMap_2018_rapeseed`	EU CropMap 2018 Rapeseed
`EC-JRC-EU-CropMap_2018_soybean`	EU CropMap 2018 Soybean
`ECMWF-C3S-2018_crops`	ESA-CCI 2018 Crops
`EEA-CORINE-v20_2018_crops`	Corine 2018 Dryland
`ESA-CCI-S2P-LC_2016_crops`	ESA/CCI S2 2016 Crops
`ESA-UCL-Globcover-v2-3_2009_irrigated`	Globcover 2009 Irrigated
`ESA-UCL-Globcover-v2-3_2009_rainfed`	Globcover 2009 Rainfed
`ESA-WorldCover_2020_crops`	ESA WorldCover 2020 crops
`ESRI-Sentinel2-LULC_2020_crops`	ESRI Sentinel-2 Crops
`FAO-IIASA-GAEZ-v3_2000-2005_irrigated`	GAEZ 2000-2005 Irrigtated
`FAO-IIASA-GAEZ-v3_2000-2005_rainfed`	GAEZ 2000-2005 Rainfed
`GDA-CropID-Argentina_2019_WinterGrains`	GDA Argentina 2019 Winter Grains
`GDA-CropID-Argentina_2020_WinterGrains`	GDA Argentina 2020 Winter Grains
`GDA-CropID-Australia_2021_Cotton`	GDA Australia 2021 Cotton
`GDA-CropID-Australia_2022_Cotton-v2`	GDA Australia 2022 Cotton
`GDA-CropID-Australia_2023_Cotton`	GDA Australia 2023 Cotton
`GDA-CropID-Australia_2022_Rice-v2`	GDA Australia 2022 Rice
`GDA-CropID-Australia_2023_Rice`	GDA Australia 2023 Rice
`GDA-CropID-Australia_2023_RapeseedWinter`	GDA Australia 2023 Rapeseed (Winter)
`GDA-CropID-Australia_2022_Sorghum`	GDA Australia 2022 Sorghum
`GDA-CropID-Bangladesh_2020_Rice`	GDA Bangladesh 2020 Rice
`GDA-CropID-Bangladesh_2021_Rice`	GDA Bangladesh 2021 Rice
`GDA-CropID-Brazil_2022_Rice-irrigated`	GDA Brazil 2022 Rice (Irrigated)
`GDA-CropID-Brazil_2020_Soybeans`	GDA Brazil 2020 Soybean
`GDA-CropID-Brazil_2021_Soybeans`	GDA Brazil 2021 Soybean
`GDA-CropID-Brazil_2022_Corn-2nd-season`	GDA Brazil 2022 Corn (2nd season)
`GDA-CropID-Brazil_2022_Soybeans-1st-season-v2`	GDA Brazil 2022 Soybean (1st season)
`GDA-CropID-Brazil_2024_Corn-1st-harvest`	GDA Brazil 2024 Corn (1st season)
`GDA-CropID-Brazil_2024_Soybeans-1st-harvest`	GDA Brazil 2024 Soybean (1st season)
`GDA-CropID-Canada_2020_Rapeseed`	GDA Canada 2020 Rapeseed
`GDA-CropID-Canada_2021_Rapeseed`	GDA Canada 2021 Rapeseed
`GDA-CropID-Canada_2022_RapeseedSpring`	GDA Canada 2022 Rapeseed (Spring)
`GDA-CropID-Canada_2023_RapeseedSpring`	GDA Canada 2023 Rapeseed (Spring)
`GDA-CropID-Canada_2022_SmallGrainsSpring`	GDA Canada 2022 Small Grains (Spring)
`GDA-CropID-Canada_2022_SmallGrainsWinter`	GDA Canada 2022 Small Grains (Winter)
`GDA-CropID-China_2019_Corn`	GDA China 2019 Corn
`GDA-CropID-China_2020_Corn`	GDA China 2020 Corn
`GDA-CropID-China_2019_Rice`	GDA China 2019 Rice
`GDA-CropID-China_2020_Rice`	GDA China 2020 Rice
`GDA-CropID-China_2021_Rice`	GDA China 2021 Rice
`GDA-CropID-China_2019_Soy`	GDA China 2019 Soybean
`GDA-CropID-China_2020_Soy`	GDA China 2020 Soybean
`GDA-CropID-China_2021_Soy`	GDA China 2021 Soybean
`GDA-CropID-Egypt_2019_Rice`	GDA Egypt 2019 Rice
`GDA-CropID-Egypt_2020_Rice`	GDA Egypt 2020 Rice
`GDA-CropID-Ethiopia_2023_Rice`	GDA Ethiopia 2023 Rice
`GDA-CropID-Ethiopia_2023_WheatMeher`	GDA Ethiopia 2023 Wheat (Spring/Meher)
`GDA-CropID-Ethiopia_2023_WheatBelg`	GDA Ethiopia 2023 Wheat (Winter/Belg)
`GDA-CropID-Eurasia_2023_SmallGrainsWinter`	GDA Eurasia 2023 Small Grains (Winter)
`GDA-CropID-Eurasia_2023_RapeseedSpring`	GDA Eurasia 2023 Rapeseed (Spring)
`GDA-CropID-Eurasia_2023_RapeseedWinter`	GDA Eurasia 2023 Rapeseed (Winter)
`GDA-CropID-Europe_2024_RapeseedWinter`	GDA Europe 2024 Rapeseed (Winter)
`GDA-CropID-France_2022_BarleyWinter`	GDA France 2022 Barley (Winter)
`GDA-CropID-France_2022_RapeseedWinter`	GDA France 2022 Rapeseed (Winter)
`GDA-CropID-France_2022_WheatWinter`	GDA France 2022 Wheat (Winter)
`GDA-CropID-Korea_2023_Corn`	GDA Korea 2023 Corn
`GDA-CropID-Korea_2022_Rice`	GDA Korea 2022 Rice
`GDA-CropID-Korea_2023_Rice`	GDA Korea 2023 Rice
`GDA-CropID-Mexico_2020_WinterGrains`	GDA Mexico 2020 Winter Grains
`GDA-CropID-Mexico_2021_WinterGrains`	GDA Mexico 2021 Winter Grains
`GDA-CropID-NorthKorea_2020_Rice`	GDA North Korea 2020 Rice
`GDA-CropID-NorthKorea_2021_Rice`	GDA North Korea 2021 Rice
`GDA-CropID-Philippines_2020_Rice`	GDA Philippines 2020 Rice
`GDA-CropID-Russia_2020_WinterGrains`	GDA Russia 2020 Winter Grains
`GDA-CropID-Russia_2021_WinterGrains`	GDA Russia 2021 Winter Grains
`GDA-CropID-Russia_2022_Rice`	GDA Russia 2022 Rice
`GDA-CropID-Russia_2022_SmallGrainsWinter`	GDA Russia 2022 Small Grains (Winter)
`GDA-CropID-SouthAfrica_2020_Corn`	GDA South Africa 2020 Corn
`GDA-CropID-SouthAfrica_2021_Corn`	GDA South Africa 2021 Corn
`GDA-CropID-SouthAfrica_2022_Corn`	GDA South Africa 2022 Corn
`GDA-CropID-SouthAfrica_2023_Corn`	GDA South Africa 2023 Corn
`GDA-CropID-SouthAfrica_2022_Soybeans`	GDA South Africa 2022 Soybean
`GDA-CropID-SouthAfrica_2023_Soybeans-1st-season`	GDA South Africa 2023 Soybean (1st season)
`GDA-CropID-SouthAfrica_2023_Sunflower`	GDA South Africa 2023 Sunflower
`GDA-CropID-SouthAmerica_2023_Corn`	GDA South America 2023 Corn
`GDA-CropID-SouthAmerica_2023_Corn-2nd-season`	GDA South America 2023 Corn (2nd season)
`GDA-CropID-SouthAmerica_2023_Dbl-Crop-Soybeans-Corn`	GDA South America 2023 Soybean/Corn (Double-crop)
`GDA-CropID-SouthAmerica_2023_Dbl-Crop-Soybeans-Soybeans`	GDA South America 2023 Soybean/Soybean (Double-crop)
`GDA-CropID-SouthAmerica_2023_Soybeans-1st-season-v2`	GDA South America 2023 Soybean (1st season)
`GDA-CropID-SouthAmerica_2023_Soybeans-2nd-season-v2`	GDA South America 2023 Soybean (2nd season)
`GDA-CropID-Turkey_2019_Cotton`	GDA Turkey 2019 Cotton
`GDA-CropID-Turkey_2020_Cotton`	GDA Turkey 2020 Cotton
`GDA-CropID-Turkey_2021_Cotton`	GDA Turkey 2021 Cotton
`GDA-CropID-UK_2020_RapeseedWinter`	GDA UK 2020 Rapeseed (Winter)
`GDA-CropID-UK_2020_SmallGrainsWinter`	GDA UK 2020 Small Grains (Winter)
`GDA-CropID-UK_2021_RapeseedWinter`	GDA UK 2021 Rapeseed (Winter)
`GDA-CropID-UK_2021_SmallGrainsWinter`	GDA UK 2021 Small Grains (Winter)
`GDA-CropID-Ukraine_2021_Sunflower`	GDA Ukraine 2021 Sunflower
`GDA-CropID-Ukraine_2021_RapeseedWinter`	GDA Ukraine 2021 Rapeseed (Winter)
`GDA-CropID-Ukraine_2022_RapeseedWinter`	GDA Ukraine 2022 Rapeseed (Winter)
`GDA-CropID-Ukraine_2022_SmallGrainsWinter`	GDA Ukraine 2022 Small Grains (Winter)
`GDA-CropID-Ukraine_2022_Sunflower`	GDA Ukraine 2022 Sunflower
`GFSAD30-CE_2015_crops`	GFSAD30 2015 Crops
`GTI-DEA-SANLC-v4_2018_crops`	SANLC 2018 Crops
`IBGE-Brazil_2017-2022_rice`	IBGE Brazil 2017-2022 Rice
`IFPRI-SPAM_2010-v1.0_barley`	IFPRI SPAM 2010 v1 Barley
`IFPRI-SPAM_2010-v1.0_corn`	IFPRI SPAM 2010 v1 Corn
`IFPRI-SPAM_2010-v1.0_cotton`	IFPRI SPAM 2010 v1 Cotton
`IFPRI-SPAM_2010-v1.0_groundnut`	IFPRI SPAM 2010 v1 Groundnut
`IFPRI-SPAM_2010-v1.0_palmoil`	IFPRI SPAM 2010 v1 Palm Oil
`IFPRI-SPAM_2010-v1.0_pearlmillet`	IFPRI SPAM 2010 v1 Pearl Millet
`IFPRI-SPAM_2010-v1.0_rapeseed`	IFPRI SPAM 2010 v1 Rapeseed
`IFPRI-SPAM_2010-v1.0_rice`	IFPRI SPAM 2010 v1 Rice
`IFPRI-SPAM_2010-v1.0_sorghum`	IFPRI SPAM 2010 v1 Sorghum
`IFPRI-SPAM_2010-v1.0_soybean`	IFPRI SPAM 2010 v1 Soybean
`IFPRI-SPAM_2010-v1.0_sunflower`	IFPRI SPAM 2010 v1 Sunflower
`IFPRI-SPAM_2010-v1.0_wheat`	IFPRI SPAM 2010 v1 Wheat
`IIASA-IFPRI_2010_crops`	IIASA IFPRI 2010 Crops
`LMCS-CGLS_2015_crops`	PROBA-V 2015 Crops
`MCD12C1-IGBP_2018_crops`	MODIS-IGBP 2018 Crops
`NASS_2011-2016_13crops`	NASS 2011-2016 50% PR All Crops
`NASS_2011-2016_alfalfa`	NASS 2011-2016 50% PR Alfalfa
`NASS_2011-2016_barley`	NASS 2011-2016 50% PR Barley
`NASS_2011-2016_canola`	NASS 2011-2016 50% PR Canola
`NASS_2011-2016_corn`	NASS 2011-2016 50% PR Corn
`NASS_2011-2016_cotton`	NASS 2011-2016 50% PR Cotton
`NASS_2011-2016_grass`	NASS 2011-2016 50% PR Grass
`NASS_2011-2016_millet`	NASS 2011-2016 50% PR Millet
`NASS_2011-2016_peanuts`	NASS 2011-2016 50% PR Peanuts
`NASS_2011-2016_rice`	NASS 2011-2016 50% PR Rice
`NASS_2011-2016_sorghum`	NASS 2011-2016 50% PR Sorghum
`NASS_2011-2016_soybeans`	NASS 2011-2016 50% PR Soybeans
`NASS_2011-2016_springwheat`	NASS 2011-2016 50% PR Spring Wheat
`NASS_2011-2016_sunflowers`	NASS 2011-2016 50% PR Sunflowers
`NASS_2011-2016_winterwheat`	NASS 2011-2016 50% PR Winter Wheat
`NGA-VISNAV-LC_2014_general`
`NGA-VISNAV-LC_2014_rice-paddy`
`ORNL-DAAC-India-v1_2005_crops`	Decadal LULC India Crops
`RSA_2010_dryland-ag`	RSA Dryland
`RSA_2010_irrigated-ag`	RSA Irrigated
`SIGMA-Unified-CL_2014_crops`	Unified Cropland 2014 v3.2
`UMD-GLAD-SouthAmerica_2019-2023_soybean-50pp`	UMD GLAD South America 2019-2023 Soybean 50% PR
`USDA-ASRC-Argentina_2023_soybean`	ASRC Argentina 2023 Soybean
`USDA-ASRC-Brazil_2021_secondcorn`	ASRC Brazil 2021 Second Corn
`USDA-ASRC-Brazil_2021_soybean`	ASRC Brazil 2021 Soybean
`USDA-ASRC-Brazil_2022_cotton`	ASRC Brazil 2022 Cotton
`USDA-ASRC-Brazil_2023_corn-2nd-season`	ASRC Brazil 2023 Second Corn
`USDA-ASRC-Canada-MB_2017_wheat`	ASRC Canada (Manitoba) 2017 Wheat
`USDA-ASRC-Canada-ON_2017_corn`	ASRC Canada (Ontario) 2017 Corn
`USDA-ASRC-Canada-ON_2017_rapeseed`	ASRC Canada (Ontario) 2017 Rapeseed
`USDA-ASRC-Canada-ON_2017_soybean`	ASRC Canada (Ontario) 2017 Soybean
`USDA-ASRC-Canada-ON_2017_wheat`	ASRC Canada (Ontario) 2017 Wheat
`USDA-ASRC-China_2021_winterwheat`	ASRC China 2021 Winter Wheat
`USDA-ASRC-China_2022_corn`	ASRC China 2022 Corn
`USDA-ASRC-China_2022_soybean`	ASRC China 2022 Soybean
`USDA-ASRC-Cuba_2021_rice`	ASRC Cuba 2021 Rice
`USDA-ASRC-Dominican-Republic_2020_rice`	ASRC Dominican Republic 2020 Rice
`USDA-ASRC-Egypt_2017_corn`	ASRC Egypt 2017 Corn
`USDA-ASRC-Egypt_2017_cotton`	ASRC Egypt 2017 Cotton
`USDA-ASRC-Egypt_2017_rice`	ASRC Egypt 2017 Rice
`USDA-ASRC-Ethiopia_2023_wheat`	ASRC Ethiopia 2023 Wheat
`USDA-ASRC-France_2020_wheat`	ASRC France 2020 Wheat
`USDA-ASRC-Germany_2023_rapeseed`	ASRC Germany 2023 Rapeseed
`USDA-ASRC-Greece_2017_corn`	ASRC Greece 2017 Corn
`USDA-ASRC-Greece_2017_cotton`	ASRC Greece 2017 Cotton
`USDA-ASRC-Greece_2017_rice`	ASRC Greece 2017 Rice
`USDA-ASRC-India_2022_wheat`	ASRC India 2022 Wheat
`USDA-ASRC-India_2022_rapeseed`	ASRC India 2022 Rapeseed
`USDA-ASRC-India-Telangana_2022_rice`	ASRC India (Telangana) 2022 Rice
`USDA-ASRC-India-Telangana_2023_rice`	ASRC India (Telangana) 2023 Rice
`USDA-ASRC-Indonesia_2020_palmoil`	ASRC Indonesia 2020 Palm Oil
`USDA-ASRC-Iraq_2022_wheat`	ASRC Iraq 2022 Wheat
`USDA-ASRC-Kazakhstan_2022_wheat`	ASRC Kazakhstan 2022 Wheat
`USDA-ASRC-Mexico_2020_cotton`	ASRC Mexico 2020 Cotton
`USDA-ASRC-Mexico_2021_soybean`	ASRC Mexico 2021 Soybean
`USDA-ASRC-Mexico_2021_summercorn`	ASRC Mexico 2021 Summer corn
`USDA-ASRC-Mexico_2021_winterbarley`	ASRC Mexico 2021 Barley (Winter)
`USDA-ASRC-Mexico_2022_soybean`	ASRC Mexico 2022 Soybean
`USDA-ASRC_Morocco_2017_smallgrain`	ASRC Morocco 2017 Small grain
`USDA-ASRC-North-Korea_2018_rice`	ASRC North Korea 2018 Rice
`USDA-ASRC-Pakistan_2020_fallcorn`	ASRC Pakistan 2020 Fall corn
`USDA-ASRC-Pakistan_2021_rice`	ASRC Pakistan 2021 Rice
`USDA-ASRC-Pakistan_2022_fallcorn`	ASRC Pakistan 2022 Fall corn
`USDA-ASRC-Pakistan_2023_corn`	ASRC Pakistan 2023 Corn
`USDA-ASRC-Pakistan_2023_rice`	ASRC Pakistan 2023 Rice
`USDA-ASRC-Paraguay_2021-2022_corn`	ASRC Paraguay 2021-2022 Corn
`USDA-ASRC-Paraguay_2021_soybean`	ASRC Paraguay 2021 Soybean
`USDA-ASRC-Paraguay_2022_soybean`	ASRC Paraguay 2022 Soybean
`USDA-ASRC-Romania_2020_corn`	ASRC Romania 2020 Corn
`USDA-ASRC-Romania_2022_rapeseed`	ASRC Romania 2022 Rapeseed
`USDA-ASRC-South-Africa_2015_corn`	ASRC South Africa 2015 Corn
`USDA-ASRC-South-Africa-WesternCape_2021_wheat`	ASRC South Africa (Western Cape) 2021 Wheat
`USDA-ASRC-Syria_2023_winterwheat`	ASRC Syria 2023 Winter Wheat
`USDA-ASRC-Thailand_2021_rice-mainseason`	ASRC Thailand 2021 Rice (Main season)
`USDA-ASRC-Tunisia_2017_smallgrain`	ASRC Tunisia 2017 Small grain
`USDA-ASRC-Turkey_2020_rice`	ASRC Turkey 2020 Rice
`USDA-ASRC-Turkey_2021_wheat`	ASRC Turkey 2021 Wheat
`USDA-ASRC-Turkmenistan_2018_wheat`	ASRC Turkmenistan 2018 Wheat
`USDA-ASRC-Ukraine_2017_corn`	ASRC Ukraine 2017 Corn
`USDA-ASRC-Ukraine_2020_corn`	ASRC Ukraine 2020 Corn
`USDA-ASRC-Ukraine_2017_soybean`	ASRC Ukraine 2017 Soybean
`USDA-ASRC-Ukraine_2023_sunflower`	ASRC Ukraine 2023 Sunflower
`USDA-ASRC-Zambia_2020_wheat`	ASRC Zambia 2020 Wheat
`USDA-ASRC-Zambia_2021_wheat`	ASRC Zambia 2021 Wheat
`USDA-ASRC-Zimbabwe_2020_wheat`	ASRC Zimbabwe 2020 Wheat
`USDA-ASRC-Zimbabwe_2021_wheat`	ASRC Zimbabwe 2021 Wheat
`USDA-NASS-CDL_2018-2023_13crops-50pp`	NASS 2018-2023 50% PR 13 Crops
`USDA-NASS-CDL_2018-2023_alfalfa-50pp`	NASS 2018-2023 50% PR Alfalfa
`USDA-NASS-CDL_2018-2023_barley-50pp`	NASS 2018-2023 50% PR Barley
`USDA-NASS-CDL_2018-2023_canola-50pp`	NASS 2018-2023 50% PR Canola
`USDA-NASS-CDL_2018-2023_corn-50pp`	NASS 2018-2023 50% PR Corn
`USDA-NASS-CDL_2018-2023_cotton-50pp`	NASS 2018-2023 50% PR Cotton
`USDA-NASS-CDL_2018-2023_grass-50pp`	NASS 2018-2023 50% PR Grass
`USDA-NASS-CDL_2018-2023_hay-50pp`	NASS 2018-2023 50% PR Hay
`USDA-NASS-CDL_2018-2023_millet-50pp`	NASS 2018-2023 50% PR Millet
`USDA-NASS-CDL_2018-2023_peanut-50pp`	NASS 2018-2023 50% PR Peanuts
`USDA-NASS-CDL_2018-2023_rice-50pp`	NASS 2018-2023 50% PR Rice
`USDA-NASS-CDL_2018-2023_sorghum-50pp`	NASS 2018-2023 50% PR Sorghum
`USDA-NASS-CDL_2018-2023_soybean-50pp`	NASS 2018-2023 50% PR Soybean
`USDA-NASS-CDL_2018-2023_sunflower-50pp`	NASS 2018-2023 50% PR Sunflower
`USDA-NASS-CDL_2018-2023_springwheat-50pp`	NASS 2018-2023 50% PR Spring Wheat
`USDA-NASS-CDL_2018-2023_winterwheat-50pp`	NASS 2018-2023 50% PR Winter Wheat
`USGS-NLCD_2016_crops`	NLCD 2016 Crops
`USGS-NLCD_2021_crops`	NLCD 2021 Crops