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Xinming Yang

Jinan Environmental Research Institute

Jinan

China

  • Jinan Environmental Research Institute

SCHOLARLY PAPERS

3

DOWNLOADS

138

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Understanding Urban Heat Drivers Across Functional Zones During Extreme Heatwaves: A High-Resolution, Interpretable Modeling Approach Toward Sustainable City Planning

Number of pages: 44 Posted: 18 Sep 2025
Cong Zhou, Pinliang Dong, Baolei Zhang, Changyong Dou, Zhongchang Sun, Qixia Man, Xinming Yang, Changyin Han and Zhuang Tan
affiliation not provided to SSRN, University of North Texas, affiliation not provided to SSRN, affiliation not provided to SSRN, Aerospace Information Research Institute - Key Laboratory of Digital Earth Science, affiliation not provided to SSRN, Jinan Environmental Research Institute, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 56 (1,010,164)

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Land Surface Temperature, Urban Functional Zones, 3D Urban Morphology, Extreme Heatwaves, Geographically Weighted Random Forest, SDGSAT-1

2.

Diurnal Land Surface Temperature Responses to Urban Morphology During Heatwaves: Insights from Sdgsat-1 and Explainable Machine Learning

Number of pages: 45 Posted: 06 Aug 2025
Changyin Han, Baolei Zhang, Zhongchang Sun, Pinliang Dong, Qixia Man, Xinming Yang, Cong Zhou and Zhuang Tan
affiliation not provided to SSRN, affiliation not provided to SSRN, Aerospace Information Research Institute - Key Laboratory of Digital Earth Science, University of North Texas, affiliation not provided to SSRN, Jinan Environmental Research Institute, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 43 (1,170,409)

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Diurnal LST, Machine learning, SHAP method, Extreme heatwaves, SDGSAT-1

3.

Diurnal Land Surface Temperature Responses to Urban Morphology during Heatwaves: Insights from SDGSAT-1 and Explainable Machine Learning

Number of pages: 43 Posted: 22 Sep 2025
Changyin Han, Pinliang Dong, Changyong Dou, Zhongchang Sun, Qixia Man, Xinming Yang, Baolei Zhang, Cong Zhou and Zhuang Tan
affiliation not provided to SSRN, University of North Texas, affiliation not provided to SSRN, Aerospace Information Research Institute - Key Laboratory of Digital Earth Science, affiliation not provided to SSRN, Jinan Environmental Research Institute, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 39 (1,209,354)

Abstract:

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Diurnal LST, machine learning, SHAP method, Extreme Heatwaves, SDGSAT-1