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Bridging process-based hydrology and deep learning: exploring hybrid MIKE NAM–LSTM techniques for accurate streamflow prediction in a humid tropical river basin in India.

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Title: Bridging process-based hydrology and deep learning: exploring hybrid MIKE NAM–LSTM techniques for accurate streamflow prediction in a humid tropical river basin in India.
Authors: Chandran, Divya1 (AUTHOR) divyac86@gmail.com, Wardah, Haleema1 (AUTHOR), Chithra, N R1 (AUTHOR)
Source: Journal of Earth System Science. Jun2026, Vol. 135 Issue 2, p1-15. 15p.
Database: Environment Complete
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Header DbId: eih
DbLabel: Environment Complete
An: 193197834
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PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Bridging process-based hydrology and deep learning: exploring hybrid MIKE NAM–LSTM techniques for accurate streamflow prediction in a humid tropical river basin in India.
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  Data: <searchLink fieldCode="AR" term="%22Chandran%2C+Divya%22">Chandran, Divya</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> divyac86@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Wardah%2C+Haleema%22">Wardah, Haleema</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Chithra%2C+N+R%22">Chithra, N R</searchLink><relatesTo>1</relatesTo> (AUTHOR)
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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, p1-15. 15p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eih&AN=193197834
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1007/s12040-026-02798-0
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 15
        StartPage: 1
    Titles:
      – TitleFull: Bridging process-based hydrology and deep learning: exploring hybrid MIKE NAM–LSTM techniques for accurate streamflow prediction in a humid tropical river basin in India.
        Type: main
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          Name:
            NameFull: Chandran, Divya
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          Name:
            NameFull: Wardah, Haleema
      – PersonEntity:
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            NameFull: Chithra, N R
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          Dates:
            – D: 01
              M: 06
              Text: Jun2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 02534126
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              Value: 135
            – Type: issue
              Value: 2
          Titles:
            – TitleFull: Journal of Earth System Science
              Type: main
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