Spatially Heterogeneous Effects of Microscale Built Environments on PM 2.5 Concentrations Based on Street View Imagery and Machine Learning.

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Title: Spatially Heterogeneous Effects of Microscale Built Environments on PM 2.5 Concentrations Based on Street View Imagery and Machine Learning.
Authors: Hu, Tian1, Wu, Ke1,2, Wu, Yarui2,3, Wang, Lei1,3, wanglei2021@tju.edu.cn
Source: Buildings (2075-5309); Oct2025, Vol. 15 Issue 20, p3721, 25p
Database: Applied Science & Technology Source
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  Data: Spatially Heterogeneous Effects of Microscale Built Environments on PM 2.5 Concentrations Based on Street View Imagery and Machine Learning.
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  Data: <searchLink fieldCode="AU" term="%22Hu%2C+Tian%22">Hu, Tian</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Wu%2C+Ke%22">Wu, Ke</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Wu%2C+Yarui%22">Wu, Yarui</searchLink><relatesTo>2,3</relatesTo><br /><searchLink fieldCode="AU" term="%22Wang%2C+Lei%22">Wang, Lei</searchLink><relatesTo>1,3</relatesTo>, <i>wanglei2021@tju.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22Buildings+%282075-5309%29%22">Buildings (2075-5309)</searchLink>; Oct2025, Vol. 15 Issue 20, p3721, 25p
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      – Type: doi
        Value: 10.3390/buildings15203721
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      – Code: eng
        Text: English
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      – TitleFull: Spatially Heterogeneous Effects of Microscale Built Environments on PM 2.5 Concentrations Based on Street View Imagery and Machine Learning.
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            NameFull: Hu, Tian
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            NameFull: Wu, Ke
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              Text: Oct2025
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