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Updated: Jun 18, 2025

Watershed Planning within a Quantitative Scenario Analysis Framework
12:44

Watershed Planning within a Quantitative Scenario Analysis Framework

Published on: July 24, 2016

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一种混合方法,通过将基于过程的和深度学习模型相结合来改善流域水质建模

Dae Seong Jeong1, Heewon Jeong2, Jin Hwi Kim3

  • 1School of Earth Sciences and Environmental Engineering, Gwangju Institute of Science and Technology, Gwangju, South Korea.

Water environment research : a research publication of the Water Environment Federation
|August 3, 2024
PubMed
概括

本研究引入了一种混合模型,将土壤和水评估工具 (SWAT) 与长短期记忆 (LSTM) 网络相结合,以改善流域水质预测. 混合模型提高了总负载预测的准确性并减少了不确定性.

关键词:
深度学习是一种深度学习.混合型 混合型 混合型 混合型基于过程的模型模型.没有校准的SWAT部队.流域水质建模 流域水质模型

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