Propagating aleatory and epistemic uncertainty associated with both parameters andmodel structure of LCC prediction process using belief function theory. This method allows to solve multidimensional problems. The changes prediction of land cover in Cairo region, Egypt was anticipated usingmulti-temporal Landsat TM5 satellite images.