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Machine learning-based forest fire vulnerability assessment in subtropical chir pine forests of Pakistan.

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Title: Machine learning-based forest fire vulnerability assessment in subtropical chir pine forests of Pakistan.
Authors: Muhammad, Sultan1,2 (AUTHOR), Nizami, Syed Moazzam1 (AUTHOR) moazzam.nizami@uoh.edu.pk, Jiang, Qun ou3 (AUTHOR) jiangqo@bjfu.edu.cn, Mehmood, Kaleem2,4 (AUTHOR) kaleemmehmood@uswat.edu.pk, Hussain, Majid1 (AUTHOR), Anees, Shoaib Ahmad5 (AUTHOR), Shahzad, Fahad6 (AUTHOR), Khan, Waseem Razzaq7 (AUTHOR)
Source: Fire Ecology. 11/11/2025, Vol. 21, p1-17. 17p.
Database: Environment Complete
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Header DbId: eih
DbLabel: Environment Complete
An: 189704984
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PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Machine learning-based forest fire vulnerability assessment in subtropical chir pine forests of Pakistan.
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  Data: <searchLink fieldCode="AR" term="%22Muhammad%2C+Sultan%22">Muhammad, Sultan</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Nizami%2C+Syed+Moazzam%22">Nizami, Syed Moazzam</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> moazzam.nizami@uoh.edu.pk</i><br /><searchLink fieldCode="AR" term="%22Jiang%2C+Qun+ou%22">Jiang, Qun ou</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> jiangqo@bjfu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Mehmood%2C+Kaleem%22">Mehmood, Kaleem</searchLink><relatesTo>2,4</relatesTo> (AUTHOR)<i> kaleemmehmood@uswat.edu.pk</i><br /><searchLink fieldCode="AR" term="%22Hussain%2C+Majid%22">Hussain, Majid</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Anees%2C+Shoaib+Ahmad%22">Anees, Shoaib Ahmad</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Shahzad%2C+Fahad%22">Shahzad, Fahad</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Khan%2C+Waseem+Razzaq%22">Khan, Waseem Razzaq</searchLink><relatesTo>7</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22Fire+Ecology%22">Fire Ecology</searchLink>. 11/11/2025, Vol. 21, p1-17. 17p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eih&AN=189704984
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        Value: 10.1186/s42408-025-00408-w
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        Text: English
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        PageCount: 17
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      – TitleFull: Machine learning-based forest fire vulnerability assessment in subtropical chir pine forests of Pakistan.
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              Text: 11/11/2025
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              Y: 2025
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              Value: 21
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            – TitleFull: Fire Ecology
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