“…Rapid and extensive urban growth accompanied by the economic activities results in the necessity of more land for housing, public infrastructure, industrial and commercial developments (Weng, 2007), which results in changes in land use/cover (Long et al, 2007), but in turn causes profound impact on the environment (Turner and Meyer, 1994). Land use/cover changes are a global concern due to their adverse effects on climate (Foley et al, 2000;Foley et al, 2005;Pielke, 2005), biodiversity (Sala et al, 2000;Rizzoli, 2003), biogeochemical cycle (Pouyat et al, 2007;Klumpp et al, 2009;Schneck et al, 2015) and hydrology (Matheussen et al, 2000;Tu, 2006).…”