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Updated: Jan 15, 2026

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整合土地使用动态和人类健康风险:使用PLUS和可解释AI进行未来城市热量暴露的多尺度评估

Yiwen Zhu1, Yi Zhu2, Xun Liang3

  • 1School of Geography and Information Engineering, China University of Geosciences, Wuhan, 430078, Hubei Province, China.

Journal of environmental management
|January 13, 2026
PubMed
概括

城市热岛 (UHIs) 由于城市化而加剧. 这项研究使用了PLUS和SHAP模型,发现较小规模的土地利用模式显著影响UHI,城市地区增加热量,而水提供冷却效益.

关键词:
土地使用变化模拟.机器学习解释方法的方法人口暴露于热量的情况.空间规模分析空间规模分析城市热岛效应的城市热岛效应.

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