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Preprint · 2025Open access

Streamflow Prediction Using Long Shot-Term Memory Models for Optimized Irrigation Management

Issiami Nursafa, Hanggar Ganara Mawandha, Muhamad Khoiru Zaki, Vempi Satriya Adi Hendrawan, Sigit Supadmo Arif, Andi Sudirman

Research Square

Abstract

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Published in
Research Square
Year of publication
2025
Type
Preprint

Topics

Hydrological Forecasting Using AI

Keywords

  • streamflow forecasting
  • hybrid LSTM-GRU model
  • real-time data assimilation
  • rainfall input
  • forecast horizon
  • rotational irrigation
  • irrigation scheduling
  • water allocation
  • tropical watersheds
  • water resources planning

Sustainable Development Goals

  • 13Climate action
  • 6Clean water and sanitation

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