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Crop yield, soil data, pest surveillance, livestock, food composition, precision farming
17,902 datasets
Supplying dekadal (10-day) Normalized Difference Vegetation Index (NDVI) indicators for Malaysia, aggregated by sub-national administrative units using NASA MODIS collection 6.1 satellite data. Produced by the World Food Programme (WFP), the records include current vegetation health, long-term averages, and percentage anomalies. The data is structured to support environmental monitoring at the district or provincial level using standardized Pcode references.
A source of dekadal (10-day) Normalized Difference Vegetation Index (NDVI) indicators for Lesotho, aggregated by sub-national administrative units using NASA MODIS collection 6.1 satellite data. Produced by the World Food Programme (WFP), the records track vegetation health through current values, long-term averages, and percentage anomalies. The data is formatted for integration with WFP administrative boundaries using standardized Pcode references.
Dekadal NDVI vegetation indicators for the Maldives are provided at sub-national administrative levels by the World Food Programme. The data, derived from NASA MODIS collection 6.1 satellite imagery, includes 10-day averages, long-term averages, and percentage anomalies updated as of March 2026.
Supplying dekadal (10-day) Normalized Difference Vegetation Index (NDVI) indicators for the Russian Federation, aggregated by sub-national administrative units using NASA MODIS collection 6.1 satellite data. Produced by the World Food Programme (WFP), the records track vegetation health through 10-day intervals and historical anomalies as recently as March 2026.
Sierra Leone dekadal NDVI indicators aggregated by sub-national administrative units from NASA MODIS collection 6.1 satellite data. Produced by the World Food Programme (WFP), the data provides 10-day vegetation indices and anomalies for monitoring agricultural health. The records include pixel counts and Pcode references for spatial alignment with WFP administrative boundaries.
A source of dekadal NDVI indicators for French Guiana, aggregated from NASA MODIS collection 6.1 satellite imagery by the World Food Programme. It tracks vegetation health through 10-day indices, long-term averages, and anomalies mapped to sub-national administrative units.
Dekadal (10-day) Normalized Difference Vegetation Index (NDVI) indicators for Oman, aggregated by sub-national administrative units using NASA MODIS collection 6.1 satellite data. Produced by the World Food Programme (WFP), the records include long-term averages and anomalies to track vegetation health across the country.
Dekadal (10-day) NDVI vegetation indicators for Nicaragua are aggregated by sub-national administrative units using NASA MODIS collection 6.1 satellite data. Produced by the World Food Programme (WFP), the data tracks vegetation health through current indices, long-term averages, and percentage anomalies as of March 2026.
Giving access to dekadal (10-day) Normalized Difference Vegetation Index (NDVI) indicators for Malawi, aggregated by sub-national administrative units using NASA MODIS collection 6.1 satellite data. Produced by the World Food Programme (WFP), the records include current vegetation health, historical averages, and percentage anomalies. The data is structured to support environmental monitoring and food security analysis at the district level.
Madagascar sub-national NDVI indicators aggregated from NASA MODIS collection 6.1 satellite data by the World Food Programme. The data provides dekadal (10-day) vegetation indices, long-term averages, and anomalies for administrative units identified by WFP Pcodes.
Giving access to dekadal (10-day) Normalized Difference Vegetation Index (NDVI) indicators for the Central African Republic, aggregated by sub-national administrative units. Produced by the World Food Programme (WFP) using NASA MODIS collection 6.1 satellite data, it includes long-term averages and percentage anomalies. The records are current as of March 2026.
Peru's sub-national vegetation health is tracked through dekadal (10-day) NDVI indicators derived from NASA MODIS collection 6.1 satellite imagery. Produced by the World Food Programme (WFP), the data aggregates pixel-level observations into administrative units to provide historical averages and current anomalies.
Dekadal (10-day) Normalized Difference Vegetation Index (NDVI) indicators for Pakistan, aggregated by sub-national administrative units using NASA MODIS collection 6.1 satellite data. Produced by the World Food Programme (WFP), the records include current vegetation health, long-term averages, and percentage anomalies. The data is structured for humanitarian and agricultural monitoring using standardized Pcode references.
Mali subnational vegetation indicators derived from NASA MODIS Collection 6.1 satellite data, aggregated by the World Food Programme (WFP) into 10-day intervals. The data provides dekadal NDVI values, long-term averages, and percentage anomalies for administrative units across the country.
Dekadal NDVI vegetation indicators for Cambodia are provided at the sub-national level based on NASA MODIS collection 6.1 satellite data. Created by the World Food Programme, the data includes 10-day averages and anomalies mapped to specific administrative Pcodes.
Greece subnational NDVI indicators derived from NASA MODIS collection 6.1 satellite data, aggregated by the World Food Programme (WFP). The data provides 10-day (dekadal) intervals for vegetation health monitoring across administrative units as recently as March 2026.
Kyrgyzstan dekadal NDVI indicators aggregated by sub-national administrative units, produced by the World Food Programme. The data utilizes NASA MODIS collection 6.1 satellite imagery to track vegetation health and anomalies through 2026.
A source of dekadal (10-day) Normalized Difference Vegetation Index (NDVI) indicators for Congo, aggregated by sub-national administrative units. Produced by the World Food Programme (WFP) using NASA MODIS collection 6.1 satellite data, the records include vegetation health metrics and long-term averages.
Dekadal (10-day) Normalized Difference Vegetation Index (NDVI) indicators for Myanmar, aggregated by sub-national administrative units using NASA MODIS collection 6.1 satellite data. Produced by the World Food Programme (WFP), the data tracks vegetation health through current values, long-term averages, and percentage anomalies. It utilizes WFP administrative boundaries and Pcode references for standardized spatial reporting.
Offering dekadal Normalized Difference Vegetation Index (NDVI) indicators for Japan, aggregated by sub-national administrative units using NASA MODIS collection 6.1 satellite data. Produced by the World Food Programme (WFP), the records include 10-day vegetation measurements, long-term averages, and percentage anomalies updated through March 2026.