Enhancing flood prediction through physics-driven typhoon feature engineering and machine learning.

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Title: Enhancing flood prediction through physics-driven typhoon feature engineering and machine learning.
Authors: Zhang, Zhi1 (AUTHOR) zhangzhi@zqu.edu.cn, Xiao, Yusha2 (AUTHOR), Chen, Biqing1 (AUTHOR), Long, Kaihao3 (AUTHOR), Liang, Feng1 (AUTHOR), Liao, Jiwu1 (AUTHOR)
Source: PLoS ONE. 4/20/2026, Vol. 21 Issue 4, p1-25. 25p.
Database: Academic Search Ultimate
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An: 193124684
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  Data: Enhancing flood prediction through physics-driven typhoon feature engineering and machine learning.
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  Data: <searchLink fieldCode="AR" term="%22Zhang%2C+Zhi%22">Zhang, Zhi</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> zhangzhi@zqu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Xiao%2C+Yusha%22">Xiao, Yusha</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Chen%2C+Biqing%22">Chen, Biqing</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Long%2C+Kaihao%22">Long, Kaihao</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Liang%2C+Feng%22">Liang, Feng</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Liao%2C+Jiwu%22">Liao, Jiwu</searchLink><relatesTo>1</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22PLoS+ONE%22">PLoS ONE</searchLink>. 4/20/2026, Vol. 21 Issue 4, p1-25. 25p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=193124684
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        Value: 10.1371/journal.pone.0346237
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        Text: English
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              Text: 4/20/2026
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              Y: 2026
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