16 citations · 25 across the 3 of their papers we have counts for
3 papers
Learning Regionalization using Accurate Spatial Cost Gradients within a Differentiable High-Resolution Hydrological Model: Application to the French Mediterranean Region
Ngo Nghi Truyen Huynh, Pierre-André Garambois, François Colleoni +5
Estimating spatially distributed hydrological parameters in ungauged catchments poses a challenging regionalization problem and requires imposing spatial constraints given the spar…
Multi-gauge Hydrological Variational Data Assimilation: Regionalization Learning with Spatial Gradients using Multilayer Perceptron and Bayesian-Guided Multivariate Regression
Ngo Nghi Truyen Huynh, Pierre-André Garambois, François Colleoni +2
Tackling the difficult problem of estimating spatially distributed hydrological parameters, especially for floods on ungauged watercourses, this contribution presents a novel seaml…
Combining regional estimation and historical floods: a multivariate semi-parametric peaks-over-threshold model with censored data
Anne Sabourin, Benjamin Renard
The estimation of extreme flood quantiles is challenging due to the relative scarcity of extreme data compared to typical target return periods. Several approaches have been develo…