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Unveiling the pulse of urban metro stations: a TOD-driven approach to measuring vibrancy using geographically weighted random forest.

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Title: Unveiling the pulse of urban metro stations: a TOD-driven approach to measuring vibrancy using geographically weighted random forest.
Authors: Xu, Yongyang1,2 (AUTHOR), Mao, Wanfeng2 (AUTHOR), Hu, Sheng3 (AUTHOR) husheng@cug.edu.cn
Source: International Journal of Digital Earth. Dec2025, Vol. 18 Issue 1, p1-27. 27p.
Database: Academic Search Ultimate
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An: 187565436
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  Data: Unveiling the pulse of urban metro stations: a TOD-driven approach to measuring vibrancy using geographically weighted random forest.
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  Data: <searchLink fieldCode="AR" term="%22Xu%2C+Yongyang%22">Xu, Yongyang</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Mao%2C+Wanfeng%22">Mao, Wanfeng</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hu%2C+Sheng%22">Hu, Sheng</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> husheng@cug.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Digital+Earth%22">International Journal of Digital Earth</searchLink>. Dec2025, Vol. 18 Issue 1, p1-27. 27p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=187565436
RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1080/17538947.2025.2524054
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      – Code: eng
        Text: English
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        PageCount: 27
        StartPage: 1
    Titles:
      – TitleFull: Unveiling the pulse of urban metro stations: a TOD-driven approach to measuring vibrancy using geographically weighted random forest.
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            NameFull: Xu, Yongyang
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            NameFull: Mao, Wanfeng
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            NameFull: Hu, Sheng
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            – D: 01
              M: 12
              Text: Dec2025
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              Y: 2025
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              Value: 18
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            – TitleFull: International Journal of Digital Earth
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