“…Determination of these sub-field areas is difficult due to the interactions among several biotic, abiotic and climate factors that affect crop yield. Different approaches have been developed for site-specific management zone delineation: topography and soil properties, including soil survey maps (Carr et al, 1991) and soil sampling (Mulla, 1991); landscape factors obtained from digital elevation models (DEM) (McCann et al, 1996;Lark, 1998;Nolan et al, 2000), aerial photographs of bare soil (Fleming et al, 2000), remote sensing images (Bhatti et al, 1991;Moulin et al, 1998), invasive soil sampling (Mulla, 1991) and non-invasive soil sampling using electrical conductivity Delineation of Management Zones Using Soil Properties and a Multivariate Geostatistical Approach (Johnson et al, 2003;Castrignanò et al, 2006). Therefore, combining several types of data (soil, landscape, crop, yield and multiple remote sensing images) is supposed to partly compensate the weakness of the approaches using a single source of information and, above all, to produce more stable management zones.…”