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Machine learning-driven analysis of Urban Heat Island dynamics in Coimbatore: a two-decade spatio-temporal assessment using XGBoost and Random Forest.

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Title: Machine learning-driven analysis of Urban Heat Island dynamics in Coimbatore: a two-decade spatio-temporal assessment using XGBoost and Random Forest.
Authors: Gadekar, Kajesh1 (AUTHOR), Mathew, Aneesh1 (AUTHOR) aneesh52006@gmail.com
Source: Journal of Earth System Science. Jun2026, Vol. 135 Issue 2, p1-34. 34p.
Database: Environment Complete
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Header DbId: eih
DbLabel: Environment Complete
An: 193197812
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PubType: Academic Journal
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  Data: Machine learning-driven analysis of Urban Heat Island dynamics in Coimbatore: a two-decade spatio-temporal assessment using XGBoost and Random Forest.
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  Data: <searchLink fieldCode="AR" term="%22Gadekar%2C+Kajesh%22">Gadekar, Kajesh</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Mathew%2C+Aneesh%22">Mathew, Aneesh</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> aneesh52006@gmail.com</i>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Earth+System+Science%22">Journal of Earth System Science</searchLink>. Jun2026, Vol. 135 Issue 2, p1-34. 34p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eih&AN=193197812
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      – Type: doi
        Value: 10.1007/s12040-026-02771-x
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      – Code: eng
        Text: English
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        PageCount: 34
        StartPage: 1
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      – TitleFull: Machine learning-driven analysis of Urban Heat Island dynamics in Coimbatore: a two-decade spatio-temporal assessment using XGBoost and Random Forest.
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            NameFull: Gadekar, Kajesh
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            NameFull: Mathew, Aneesh
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            – D: 01
              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
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              Value: 135
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            – TitleFull: Journal of Earth System Science
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