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Based on the entropy TOPSIS model and clustering method, this article builds a multi-functional evaluation index system for land use based on 21 indicators from the perspective of “production-life-ecology”, evaluates the multifunctionality of land use, and analyzes its spatial differences in Baise, Guangxi, China. The results show that the multifunctional level of land use in Baise is still at a poor level, and the ecology function are better utilized. There are big differences in the spatial distribution of multifunctional land use among counties in Baise, and the overall spatial distribution pattern is “slightly stronger in the south than in the north”. Multifunctional land use in Baise is greatly affected by production function factors. It is recommended to accelerate industrial transformation and upgrading, and give full play to the different ecology, resource, location or policy advantages of each county to improve the level of land production functions, and pay attention to green development, the common development of each function and the regional coordinated development.

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