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. |
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| 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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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 193124684 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Enhancing flood prediction through physics-driven typhoon feature engineering and machine learning. – Name: Author Label: Authors Group: Au 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) – Name: TitleSource Label: Source Group: Src 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 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pone.0346237 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 25 StartPage: 1 Titles: – TitleFull: Enhancing flood prediction through physics-driven typhoon feature engineering and machine learning. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Zhang, Zhi – PersonEntity: Name: NameFull: Xiao, Yusha – PersonEntity: Name: NameFull: Chen, Biqing – PersonEntity: Name: NameFull: Long, Kaihao – PersonEntity: Name: NameFull: Liang, Feng – PersonEntity: Name: NameFull: Liao, Jiwu IsPartOfRelationships: – BibEntity: Dates: – D: 20 M: 04 Text: 4/20/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 19326203 Numbering: – Type: volume Value: 21 – Type: issue Value: 4 Titles: – TitleFull: PLoS ONE Type: main |
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