Recent results from the WAGRIT project (Web for AGRIculture and environmenT), funded by the Italian Space Agency, have seen the development of algorithms for the classification and segmentation of remotely sensed images. The goal is to provide a client-server Internet application for agricultural monitoring of cultivated areas, exploiting remotely sensed high spectral resolution images.