Land surface processes form a dynamic boundary interface within the climate system (Pielke & Niyogi, 2010). Land surface characteristics determine the surface energy balance by assigning the distribution of net radiation into sensible, latent, and ground heat fluxes (Dickinson, 1983). Surface fluxes not only affect temperature and humidity, but also influence wind field and local circulation pattern (Pielke & Niyogi, 2009). Therefore, the land use/cover change (LUCC) is one of the driving forces of the regional and global climate change (Cao et al., 2015; Stocker et al., 2014). LUCC can affect global and regional climate by means of changing biogeochemistry and biogeophysical properties of terrestrial surface and its associated effect on atmosphere (Kabat et al., 2004). The biogeochemistry effects of LUCC on global climate in terms of greenhouse gas (GHG) emission and carbon assimilation are well studied in the literature (Li, Zhang, et al., 2015; Meinshausen et al., 2009). According to the IPCC AR5, GHG has caused a 0.5-1.3 °C average global surface warming from 1951 to 2012 (Brovkin et al., 2004; Lawrence et al., 2012). However, the climate response to changing biogeophysical properties of terrestrial surface still exits uncertainty, due to regional climate change can be dampened or enhanced by changes in local land surface parameters which depends on the location and the season (