An integrated cyberGIS and machine learning framework for fine-scale prediction of Urban Heat Island using satellite remote sensing and urban sensor network data.

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第一作者： Fangzheng,Lyu

第一单位： cyberGIS Center for Advanced Digital and Spatial Studies, University of Illinois at Urbana-Champaign, Urbana, IL USA.

作者： Fangzheng,Lyu ^[1] ; Shaohua,Wang ^[2] ; Su Yeon,Han ^[3] ; Charlie,Catlett ^[4] ; Shaowen,Wang ^[1]

作者单位： cyberGIS Center for Advanced Digital and Spatial Studies, University of Illinois at Urbana-Champaign, Urbana, IL USA. ^[1] Department of Geography and Geographic Information Science, University of Illinois at Urbana-Champaign, Urbana, IL USA. ^[2] Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, 100094 China. ^[3] International Research Center of Big Data for Sustainable Development Goals, Beijing, 100094 China. ^[4] Computing, Environment, and Life Sciences, Argonne National Laboratory, Chicago, IL USA. ^[5]

关键词 Machine learning Remote sensing Urban Heat Island Urban sensor network cyberGIS

DOI 10.1007/s44212-022-00002-4

PMID 37522136

发布时间 2023-09-28

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Urban informatics

2022年1卷1期

6页

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An integrated cyberGIS and machine learning framework for fine-scale prediction of Urban Heat Island using satellite remote sensing and urban sensor network data.

Urban informatics

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Urban informatics

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An integrated cyberGIS and machine learning framework for fine-scale prediction of Urban Heat Island using satellite remote sensing and urban sensor network data.

Urban informatics

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Urban informatics

相关期刊

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