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 (AOI), the information system comprising:

• a computer system comprising a memory and a processor coupled to the memory, wherein the computer system is configured to:
• generate the plurality of primary index raster files including at least two vegetation index (VI) raster files, wherein each primary index raster file includes a plurality of georeferenced pixel values;
• classify each pixel value of the at least two VI raster files as one of a leafy material and a non-leafy material;
• generate a leaf pigmentation index (LPI) raster file based on the classified pixel values;
• store the LPI raster file into the memory;
• and
• selectively display the LPI raster file based on a user-selected display option.

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 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 at least two vegetation index (VI) raster files and a soil brightness index (SBI) raster file, wherein each primary index raster file includes a plurality of pixel values;
• a classification component that when executed by at least one processor causes the at least one processor to classify each pixel value of the at least two VI raster files as one of a leafy material and a non-leafy material based on at least one threshold pixel value;
• a supplementary index component that when executed by at least one processor causes the at least one processor to generate a leaf pigmentation index (LPI) raster file based on the classified pixel values;
• a storage component that when executed by at least one processor causes the at least one processor to store the LPI raster file in a memory;
• and
• a display component that when executed by at least one processor causes the at least one processor to selectively transmit the LPI raster file to a display device.