Generating agricultural information products using remote sensing

An information system configured to generate a supplementary index raster file based on a plurality of primary index raster files that are associated with an area of interest (AGI), the information system comprising:

• a computer system comprising a memory and a processor coupled to the memory, wherein the computer system is configured to:
• receive a plurality of AOI raster files including a common land unit mask (CLUM) raster file, a federal information processing standards (FIPS) raster file, and an orthorectified reference image (ORI) of the AOI;
• generate the plurality of primary index raster files including a green biomass index (GBI) raster file, a pigmentation index (PGI) raster file, and a soil brightness index (SBI) raster file;
• generate a plurality of levels for each of the plurality of primary index raster files based on the plurality of AOI raster files by generating at least a first level GBI raster file (GBIM1), a first level PGI raster file (PGIM1), a first level SBI raster file (SBIM1), a second level GBI raster file (GBI2), a second level PGI raster file (PGI2), and a second level SBI raster file (SBI2);
• generate a combination vegetation index (CVIPP) raster file based on a highest level of the GBI and PGI raster files;
• generate a corn soybean map (CSM) raster file based on the CVIPP raster file;
• store the CSM raster file into the memory;
• and display a CSM report based on the CSM raster file.

One or more non-transitory computer-readable storage media having computer-executable components for generating a supplementary index raster file based on a plurality of primary index raster files that are associated with an area of interest (AOI), the components comprising:

• a data reception component that when executed by at least one processor causes the at least one processor to receive a plurality of AOI raster files via a network;
• a primary index component that when executed by at least one processor causes the at least one processor to generate the plurality of primary index raster files including a green biomass index (GBI) raster file, a pigmentation (PGI) raster file, and a soil brightness index (SBI) raster file;
• a masking component that when executed by at least one processor causes the at least one processor to generate a cloud mask raster file based on the PGI and SBI raster files;
• a level generation component that when executed by at least one processor causes the at least one processor to generate a plurality of levels for each of the plurality of primary index raster files by generating at least a first level GBI raster file (GBIM1), a first level PGI raster file (PGIM1), a first level SBI raster file (SBIM1), a second level GBI raster file (GBI2), a second level PGI raster file (PGI2), and a second level SBI raster file (SBI2);
• a combination index component that when executed by at least one processor causes the at least one processor to generate a combination vegetation index (CVIPP) raster file based on a highest level of the GBI and PGI raster files;
• a map component that when executed by at least one processor causes the at least one processor to generate a corn soybean map (CSM) raster file based on the CVIPP raster file;
• a storage component that when executed by at least one processor causes the at least one processor to store the CSM raster file in a memory;
• and
• a display component that when executed by at least one processor causes the at least one processor to transmit a CSM report to a display device, wherein the CSM report is based on the CSM raster file.