Hourly River Flow Forecasting: Application of Emotional Neural Network Versus Multiple Machine Learning Paradigms
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DOI: 10.1007/s11269-020-02484-w
Abstract: Monitoring hourly river flows is indispensable for flood forecasting and disaster risk management. The objective of the present study is to develop a suite of hourly river flow forecasting models for the Albert river, located… read more here.
Keywords: hourly river; machine learning; river flow; flow forecasting ... See more keywords
Global Reach-level 3-hourly River Flood Reanalysis (1980-2019)
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DOI: 10.1175/bams-d-20-0057.1
Abstract: Better understanding and quantification of river floods for very local and flashy events calls for modeling capability at fine spatial and temporal scales. However, long-term discharge records with a global coverage suitable for extreme events… read more here.
Keywords: 1980 2019; reach level; reanalysis; hourly river ... See more keywords