研究论文

Hybrid hydrological modeling: Integration of machine learning and conventional hydrology

Esraa Saleh Altarawneh, Suraya Sharil, Siti Fatin Mohd Razali, Ali Najah Ahmed, Ahmed El‐Shafie

National University of Malaysia　Sunway University　United Arab Emirates University

来源Physics and Chemistry of the Earth Parts A/B/C

年份2025

DOI10.1016/j.pce.2025.104150

原文https://doi.org/10.1016/j.pce.2025.104150

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摘要与影响

摘要 · 节选

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逐年被引趋势

840

826

关键指标

被引次数 · OpenAlex

3.37

领域内被引倍数
同类平均 = 1

前 7%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

物理

Hydrological Forecasting Using AI

Hydrology and Watershed Management Studies · Flood Risk Assessment and Management

参考文献 69

Development of an Optimization/Simulation Model for Real-Time Flood-Control Operation of River-Reservoirs Systems

Daniel Che, Larry W. Mays · Water Resources Management · 2015

被引 83

Genetic algorithm and fuzzy neural networks combined with the hydrological modeling system for forecasting watershed runoff discharge

Chih‐Chieh Young, Wen‐Cheng Liu, Chung-En Chung · Neural Computing and Applications · 2015

被引 40

Système Hydrologique Europeén (SHE): review and perspectives after 30 years development in distributed physically-based hydrological modelling

Jens Christian Refsgaard, Børge Storm, Thomas Clausen · Hydrology research · 2010

被引 140

此处列出前 3 条

引用本文 9

A Review of the Advances and Emerging Approaches in Hydrological Forecasting: From Traditional to AI-Powered Models

Kevin Paolo V. Robles, Jerose Solmerin, Gerald Christian E. Pugat · Water · 2026

被引 7

Uncertainty‐Aware Machine Learning Models for Flash Flood Prediction

Jaqueline A. J. P. Soares, Allan K. S. Soares, Luiz Satolo · Transactions in GIS · 2026

被引 1

Comparison of Process-Based and Machine Learning Models for Streamflow Simulation in Typical Basins in Northern and Southern China

Rui Ye, Feng Zhang, Jiaxue Ren · Water · 2025

被引 1

按被引量排序，此处列出前 3 条

研究论文

Hybrid hydrological modeling: Integration of machine learning and conventional hydrology

Esraa Saleh Altarawneh, Suraya Sharil, Siti Fatin Mohd Razali, Ali Najah Ahmed, Ahmed El‐Shafie

National University of Malaysia　Sunway University　United Arab Emirates University

来源Physics and Chemistry of the Earth Parts A/B/C

年份2025

DOI10.1016/j.pce.2025.104150

原文https://doi.org/10.1016/j.pce.2025.104150

阅读操作

确认中

在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

840

826

关键指标

被引次数 · OpenAlex

3.37

领域内被引倍数
同类平均 = 1

前 7%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

物理

Hydrological Forecasting Using AI

Hydrology and Watershed Management Studies · Flood Risk Assessment and Management

参考文献 69

Development of an Optimization/Simulation Model for Real-Time Flood-Control Operation of River-Reservoirs Systems

Daniel Che, Larry W. Mays · Water Resources Management · 2015

被引 83

Genetic algorithm and fuzzy neural networks combined with the hydrological modeling system for forecasting watershed runoff discharge

Chih‐Chieh Young, Wen‐Cheng Liu, Chung-En Chung · Neural Computing and Applications · 2015

被引 40

Système Hydrologique Europeén (SHE): review and perspectives after 30 years development in distributed physically-based hydrological modelling

Jens Christian Refsgaard, Børge Storm, Thomas Clausen · Hydrology research · 2010

被引 140

此处列出前 3 条

引用本文 9

A Review of the Advances and Emerging Approaches in Hydrological Forecasting: From Traditional to AI-Powered Models

Kevin Paolo V. Robles, Jerose Solmerin, Gerald Christian E. Pugat · Water · 2026

被引 7

Uncertainty‐Aware Machine Learning Models for Flash Flood Prediction

Jaqueline A. J. P. Soares, Allan K. S. Soares, Luiz Satolo · Transactions in GIS · 2026

被引 1

Comparison of Process-Based and Machine Learning Models for Streamflow Simulation in Typical Basins in Northern and Southern China

Rui Ye, Feng Zhang, Jiaxue Ren · Water · 2025

被引 1

按被引量排序，此处列出前 3 条