“…The Normalised Difference Vegetation Index derived from the radiometric data of remote sensing, are largely used in the monitoring plans of the dynamics of the vegetation and the cartography of the changes which have occurred in the various ecosystems (Rondeaux, et al, 1996) ; (Bannari, 1999 ;Chirici et al, 2001). Remote sensing techniques have been mainly applied to overcome the shortcomings of classical inventory methods, and they resulted in a large variety of inventory data and derivative products (Ababou et al, 2010;McRoberts & Tomppo, 2007). Since the launching of the first Landsat dealing with a Multispectral Scanner System (MSS) dated to 1972, remote sensing and different modeling methods have been used in forest inventory studies: regression analysis (Ardö, 1992;West, 1995 ;Lu, 2005;Salvador & Pons, 1998;); k-nearest neighbor method (Franco-Lopez et al, 2001;McRoberts & Tomppo, 2007 ;Tomppo et al, 2008;Gasparri et al, 2010;Dandan Xu, Xilun Guo 2014;Khader et al, 1014) ; neural networks (Foody et al, 2003); and fuzzy logic (Triepke et al, 2008).…”