[HTML][HTML] Improving streamflow prediction in the WRF-Hydro model with LSTM networks

K Cho, Y Kim - Journal of Hydrology, 2022 - Elsevier
Researchers have attempted to use machine learning algorithms to replace physically
based models for streamflow prediction. Although existing studies have contributed to …

ESA CCI Soil Moisture for improved Earth system understanding: State-of-the art and future directions

W Dorigo, W Wagner, C Albergel, F Albrecht… - Remote Sensing of …, 2017 - Elsevier
Abstract Climate Data Records of soil moisture are fundamental for improving our
understanding of long-term dynamics in the coupled water, energy, and carbon cycles over …

Global sensitivity analysis in hydrodynamic modeling and flood inundation mapping

A Alipour, K Jafarzadegan, H Moradkhani - Environmental Modelling & …, 2022 - Elsevier
Flood simulation with two-dimensional hydrodynamic models is subject to different sources
of uncertainties in model configuration, boundary conditions, and model parametrization …

[HTML][HTML] Reservoir evaporation in the Western United States: current science, challenges, and future needs

K Friedrich, RL Grossman, J Huntington… - Bulletin of the …, 2018 - journals.ametsoc.org
Reservoir Evaporation in the Western United States: Current Science, Challenges, and
Future Needs in: Bulletin of the American Meteorological Society Volume 99 Issue 1 (2018) …

[HTML][HTML] Evaluation of cumulus and microphysics parameterizations in WRF across the convective gray zone

J Jeworrek, G West, R Stull - Weather and Forecasting, 2019 - journals.ametsoc.org
This study evaluates the grid-length dependency of the Weather Research and Forecasting
(WRF) Model precipitation performance for two cases in the Southern Great Plains of the …

Multivariate remotely sensed and in-situ data assimilation for enhancing community WRF-Hydro model forecasting

P Abbaszadeh, K Gavahi, H Moradkhani - Advances in Water Resources, 2020 - Elsevier
Flood is one of the most catastrophic natural disasters in the United States, particularly in the
Southeast states where hurricanes and tropical storms are most prevalent, causing billions …

Towards real‐time continental scale streamflow simulation in continuous and discrete space

FR Salas, MA Somos‐Valenzuela… - JAWRA Journal of …, 2018 - Wiley Online Library
Abstract The National Weather Service (NWS) forecasts floods at approximately 3,600
locations across the United States (US). However, the river network, as defined by the 1 …

Assessing the characteristics of recent drought events in South Korea using WRF-Hydro

J Lee, Y Kim, D Wang - Journal of Hydrology, 2022 - Elsevier
Drought is a complex and slow-moving disaster that is difficult to monitor and define. This
study, therefore, aims to demonstrate the characteristics of recent droughts occurring from …

Convection-permitting fully coupled WRF-Hydro ensemble simulations in high mountain environment: impact of boundary layer-and lateral flow parameterizations on …

Z Zhang, J Arnault, P Laux, N Ma, J Wei, S Shang… - Climate Dynamics, 2022 - Springer
Numerical climate models have been upgraded by the improved description of terrestrial
hydrological processes across different scales. The goal of this study is to explore the role of …

A multi-platform hydrometeorological analysis of the flash flood event of 15 November 2017 in Attica, Greece

G Varlas, MN Anagnostou, C Spyrou, A Papadopoulos… - Remote Sensing, 2018 - mdpi.com
Urban areas often experience high precipitation rates and heights associated with flash
flood events. Atmospheric and hydrological models in combination with remote-sensing and …