“…The socioeconomic factors influencing air quality include population [24,25], the economy [26][27][28][29], energy consumption [30][31][32], environmental policy [33], income inequality [34], land use [35,36], transportation infrastructure [37,38], etc., with even the large-scale sale of industrial land [39], increase in urbanization rate [40], and foreign direct investment [41] also increasing air pollution. Among the natural factors, meteorological elements such as temperature, precipitation, relative humidity, maximum wind speed, air pressure, and sunshine hours have an important association with air quality [42][43][44][45], and geographical environment elements such as topography [46,47], climate [48,49], and vegetation [50][51][52][53][54] also have an important impact on air quality. In some studies [13][14][15], cluster analysis, geographical concentration index, and spatial autocorrelation analysis are used to measure regional differences in air quality.…”