“…The classification of multi-spectral images has been a successful application that is used for classification of land cover maps (Lunetta and Balogh, 1999;Oettera et al, 2000;Yuan et al, 2005), urban growth (Yeh and Li, 1997;Zhang et al, 2002), forest change (Vogelmann and Rock, 1988;Hall et al, 1991;Coppin and Bauer, 1994), monitoring change in ecosystem condition (Lambin, 1998;Weng, 2002), monitoring assessing deforestation and burned forest areas (Potapov et al, 2008), agricultural expansion (Woodcock et al, 1993;Pax-Lenney et al, 1996), mapping corn (Maxwell et al, 2004), real time fire detection (Dennison and Roberts, 2009), estimating tornado damage areas (Myint et al, 2008), estimating water quality characteristics of lakes (Lillesand et al, 1983;Lathrop et al, 1991;Dekker and Peters, 1993), geological mapping (Mostafa and Bishta, 2004;Bishta, 2010), estimating crop acreage and production (Liu et al, 2005), monitoring of environmental pollution (Zhu and Basir, 2005), monitoring and mapping mangrove ecosystems (Kuenzer et al, 2011).…”