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Long-term prediction for karst spring discharge and petroleum substances concentration based on the combination of LSTM and Transformer models

Feng Jiang; Qiang Li; Guotao Sun; Qixin Wu; Shuang Liu; Kebuzi Jiqin; Ruofan Wang; Hanwu Liu; Wei Hu
Water Research · Vol. 274 · pp. 123148 · 2025
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Bibliographic Information

JournalWater Research
PublisherPergamon
Publication Date2025-04-01
Publication Year2025
Volume274
Pages123148
Document TypeJournal Article
eISSN0043-1354
DOI10.1016/j.watres.2025.123148
SubjectEarth and Planetary Sciences

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NARA Access Coverage1967-01-01~Current
Journal Homepagehttps://www.sciencedirect.com/science/journal/00431354
Publisher PageOpen Publisher Page
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