A data receiving module receives sampled agricultural-related data associated with a given geographic area. An analysis module processes the received sampled agricultural-related data to generate a sub-sampled raster of agricultural-related data over the given geographic area. The analysis module processes the sub-sampled raster of agricultural-related data to generate a final output raster of agricultural-related data over the given geographic area. The final output raster has a higher resolution than the sub-sampled raster. A geospatial data map generation module generates image data that when used to control a display of a remote subscriber computing device causes the display to show a geospatial data map based on the final output raster of agricultural-related data over the given geographic area. A communication module transmits instructions including the generated image data to the remote subscriber computing device to cause processing of the image data to display the geospatial data map on the display.