Under the driving forces of economic globalization, new industrialization, and the fast transportation, urban agglomerations are gradually becoming the most important urban spatial form for China's New Urbanization plan in recent years (Fang & Yu, 2017). Rapid urbanization has changed urban climate and aggravated summertime heat waves over the Jing-Jin-Ji, Yangtze River Delta (YRD) and Pearl River Delta urban agglomerations in China through creating regional surface urban heat islands (RSUHIs) (Y. Du et al., 2007;Liu et al., 2018). The interaction of global warming and rapid urbanization is changing the urban thermal environment and exposing more people to heat stress in large cities (Kim & Brown, 2021a). Socially and economically vulnerable older and low-income residents in suburban and rural areas around urban agglomerations might confront enhanced heat-related health risks (Bradford et al., 2015). World Cities Report 2020 by the United Nation's Habitat program suggested that unplanned urbanization represents a threat to environmental sustainability, biodiversity, energy consumption and land-use change (Knudsen et al., 2020). Accurately estimating the spatial pattern and scale of RSUHIs is conducive to improving urban planning and minimizing heat-related health risks (Fang & Yu, 2017;Kim & Brown, 2021a).Dramatic urbanization is taking place in many developing countries, and insights into the spatial pattern and scale of RSUHIs can provide guidance for urban planning on a regional scale and help establish policies that mitigate the adverse effects of RSUHIs (Kim & Brown, 2021b). Surface urban heat islands (SUHIs) tend to vary strongly with changes in time and space and have been extensively studied in North America, Europe and East Asia using