“…Different urbanization indicators have been adopted to classify stations with different urbanization levels and to select representative reference stations as benchmark. The most frequently applied indicators include population (total population, urban resident population, and population density) in the urban areas where the stations are located Jones et al, 1990;Portman, 1993;Zhou & Ren, 2005), remote sensing nighttime light level (Hansen et al, 1999;Owen et al, 1998;Peterson et al, 1999), satellite remote sensing surface temperature (Gallo et al, 1993;Ren & Ren, 2011), and satellite remote sensing visible spectral data Gallo et al, 2002;Hansen et al, 2001;Kalnay & Cai, 2003;Yang et al, 2013). The difference in the methods and data set used by the various researchers is one of the main causes of the different estimates obtained for urbanization effects and contributions.…”