“…NTL data has been widely applied in various aspects of social science research such as socioeconomic development [9,12,17], energy consumption [11,18,19], light pollution [20], forest fire monitoring [21][22][23], snow cover detection [24], war studies [25], etc. Great achievements have been made in urban studies using NTL data in the last few decades.…”