Advancing flood warning procedures in ungauged basins with machine learning

Zimeena Rasheed,Akshay Aravamudan, Ali Gorji Sefidmazgi,Georgios C. Anagnostopoulos,Efthymios Nikolopoulos

Journal of Hydrology（2022）

引用 8|浏览8

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摘要

•Regional, machine learning models solely for flood peak prediction.•LSTM based storm classifier for flood warning.•Importance of flood predictors depends on flood severity.•Flood warning framework for early detection and prediction in ungauged basins.

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关键词

Flood peak,Prediction,Machine learning,Ungauged basins,Flood warning

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