Toward street‐level nowcasting of flash floods impacts based on HPC hydrodynamic modeling at the watershed scale and high‐resolution weather radar data
In our era, the rapid increase of parallel programming coupled with high‐performance
computing (HPC) facilities allows for the use of two‐dimensional shallow water equation (2D …
computing (HPC) facilities allows for the use of two‐dimensional shallow water equation (2D …
[HTML][HTML] Knowledge-informed deep learning for hydrological model calibration: an application to Coal Creek Watershed in Colorado
Deep learning (DL)-assisted inverse mapping has shown promise in hydrological model
calibration by directly estimating parameters from observations. However, the increasing …
calibration by directly estimating parameters from observations. However, the increasing …
[HTML][HTML] Large-sample assessment of varying spatial resolution on the streamflow estimates of the wflow_sbm hydrological model
Distributed hydrological modelling moves into the realm of hyper-resolution modelling. This
results in a plethora of scaling-related challenges that remain unsolved. To the user, in light …
results in a plethora of scaling-related challenges that remain unsolved. To the user, in light …
Exploring the critical zone heterogeneity and the hydrological diversity using an integrated ecohydrological model in three contrasted long‐term observatories
An integrated ecohydrological modeling approach was deployed in three long‐term critical
zone (CZ) observatories of the French CZ network (CZ Observatories—Application and …
zone (CZ) observatories of the French CZ network (CZ Observatories—Application and …
[HTML][HTML] Suitability of ERA5-Land reanalysis dataset for hydrological modelling in the Alpine region
D Dalla Torre, N Di Marco, A Menapace… - Journal of Hydrology …, 2024 - Elsevier
Study region: The region of interest is the South-Tyrol in the southeastern Alps, Italy. A
comparison of meteorological forcing is performed with reference to this region while …
comparison of meteorological forcing is performed with reference to this region while …
[HTML][HTML] Downscaled hyper-resolution (400 m) gridded datasets of daily precipitation and temperature (2008–2019) for the East–Taylor subbasin (western United …
High-resolution gridded datasets of meteorological variables are needed in order to resolve
fine-scale hydrological gradients in complex mountainous terrain. Across the United States …
fine-scale hydrological gradients in complex mountainous terrain. Across the United States …
Effects of meteorological forcing uncertainty on high-resolution snow modeling and streamflow prediction in a mountainous karst watershed
In the mountainous Western US, a considerable portion of water supply originates as
snowmelt passing through karst watersheds. Accurately simulating streamflow in snow …
snowmelt passing through karst watersheds. Accurately simulating streamflow in snow …
Modeling spatial distribution of snow water equivalent by combining meteorological and satellite data with lidar maps
An accurate characterization of the water content of snowpack, or snow water equivalent
(SWE), is necessary to quantify water availability and constrain hydrologic and land surface …
(SWE), is necessary to quantify water availability and constrain hydrologic and land surface …
Bridging hydrological ensemble simulation and learning using deep neural operators
Ensemble‐based simulation and learning (ESnL) has long been used in hydrology for
parameter inference, but computational demands of process‐based ESnL can be quite high …
parameter inference, but computational demands of process‐based ESnL can be quite high …
[HTML][HTML] The 2021 heatwave results in simultaneous but different hydrological responses over Canada west of 100° W
PH Whitfield, H Abdelmoaty, S Nerantzaki… - Journal of …, 2024 - Elsevier
Abstract The 2021 Western North America heatwave resulted in record high air
temperatures over a large area of Canada west of 100°. The heatwave persisted from mid …
temperatures over a large area of Canada west of 100°. The heatwave persisted from mid …