Local climate zone (LCZ) maps have been used widely to study urban structures and heat islands. Because remote sensing data enable automated LCZ mapping on a large scale, there is need evaluate how well resources can produce fine assess thermal environments. In this study, we combined Sentinel-2 multispectral imagery dual-polarized (HH + HV) PALSAR-2 generate of Nanchang, China using random for...