“…Therefore, research on the distribution of human settlements and their relationships with the environment and social economy is particularly important. The majority of related studies generally focus on the spatiotemporal variation characteristics of human settlement areas (Cohen et al, 2004;Angel et al, 2011;Gong et al, 2019); the environmental problems caused by the expansion of human settlements (Mcdonald et al, 2008;Wittemyer et al, 2008;Seto et al, 2011;Hutyra et al, 2011;Seto et al, 2012;Haddad et al, 2015;Ibisch et al, 2017); natural disasters impacting human settlements near the sea (Nicholls et al, 1996;Small et al, 2003;Abel et al, 2011;Strauss et al, 2012;Addo et al, 2013;Haer et al, 2013;Hauer et al, 2016;Hauer et al, 2019;Antonioli et al, 2020;Baisero et al, 2020); the influence of climate on the distribution of human settlements (Gray et al, 2012;Hunter et al, 2013;Nawrotzki et al, 2015;Egan et al, 2016;Leyk et al, 2017;Fang et al, 2020); and the prediction and analysis of human settlement areas (Angel et al, 2011;Seto et al, 2012).…”