Three major steps are involved in producing crop water productivity maps: (1) crop dominance map, (2) yield estimates, and (3) water consumption (evapotranspiration (ET)) estimates. The crop dominance map is synthesized from the relevant, and publically available, land use/land cover (LULC) maps with ground truth data. National statistics on crop area and yields are collected, and the yields are interpolated to grid level (500 meters (m) x 500 m) using Moderate Resolution Imaging Spectroradiometer (MODIS) Normalized Difference Vegetation Index (NDVI) maps.
Crop ET is mapped using Simplified Surface Energy Balance (SSEB) model with MODIS land surface temperature estimates and meteorological data (minimum, maximum and mean air temperature) collected from 56 weather stations. The study notes the following -
Water is the determining factor for crop yields in most areas, which, however, has to be developed in light of environmental sustainability.
The paper can be downloaded at the website of the International Water Management Institute here