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Over the years, the extensive pattern of economic growth has caused devastating environmental pollution in China, which seriously threatens the health of residents and the sustainable development of the economy. Taking 2015 as an example, the cost of pollution and ecological damage caused by environmental problems is as high as 411.61 billion USD, accounting for 3.82% of GDP in that year [1]. In order to protect the environment and improve the efficiency of energy use, China has issued a series of environmental protection policies. Besides, as a regular institutional arrangement to strengthen the construction of ecological civilization, China has sent several teams to carry out environmental protection inspections throughout the country since 2016, and the results of