Digital image processing techniques were carried out for Indian Remote Sensing satellite (IRS) LISS III and LISS IV sensors and Hyperion. Radiometric correction, Geometric corrections and image geo-referencing, image enhancement and color composites, were carried out to change and alter the original raw spectral data to increase the information availability, and to provide the best possible product for analysis and interpretation for information extraction (unsupervised classification, supervised classification), normalized difference vegetation index (NDVI). GIS was also used to build the soil properties, the land resource database and to work out the spatial model to produce the different maps.