2021
DOI: 10.1029/2021wr029909
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Distributional Regression Forests Approach to Regional Frequency Analysis With Partial Duration Series

Abstract: Floods are one of the most devastating natural hazards. Hence, estimating their associated risk is critical in water resources engineering. One may assess the flood risk at target locations by frequency analysis of atsite historical information on peak flows. The information is, however, unavailable or insufficient at many sites to quantify the risk effectively. Dealing with such scenarios has remained one of the most challenging tasks in hydrology. Regional flood frequency analysis (RFFA) has gained prominenc… Show more

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