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Global groundwater modeling and monitoring: Opportunities and challenges
Groundwater is by far the largest unfrozen freshwater resource on the planet. It plays a
critical role as the bottom of the hydrologic cycle, redistributing water in the subsurface and …
critical role as the bottom of the hydrologic cycle, redistributing water in the subsurface and …
An overview of current applications, challenges, and future trends in distributed process-based models in hydrology
Process-based hydrological models have a long history dating back to the 1960s. Criticized
by some as over-parameterized, overly complex, and difficult to use, a more nuanced view is …
by some as over-parameterized, overly complex, and difficult to use, a more nuanced view is …
Rainfall–runoff modelling using long short-term memory (LSTM) networks
Rainfall–runoff modelling is one of the key challenges in the field of hydrology. Various
approaches exist, ranging from physically based over conceptual to fully data-driven …
approaches exist, ranging from physically based over conceptual to fully data-driven …
[HTML][HTML] Using a long short-term memory (LSTM) neural network to boost river streamflow forecasts over the western United States
Accurate river streamflow forecasts are a vital tool in the fields of water security, flood
preparation and agriculture, as well as in industry more generally. Traditional physics-based …
preparation and agriculture, as well as in industry more generally. Traditional physics-based …
The evolution of process-based hydrologic models: historical challenges and the collective quest for physical realism
The diversity in hydrologic models has historically led to great controversy on the correct
approach to process-based hydrologic modeling, with debates centered on the adequacy of …
approach to process-based hydrologic modeling, with debates centered on the adequacy of …
A unified approach for process‐based hydrologic modeling: 1. Modeling concept
This work advances a unified approach to process‐based hydrologic modeling to enable
controlled and systematic evaluation of multiple model representations (hypotheses) of …
controlled and systematic evaluation of multiple model representations (hypotheses) of …
A state‐of‐the‐art review of optimal reservoir control for managing conflicting demands in a changing world
The state of the art for optimal water reservoir operations is rapidly evolving, driven by
emerging societal challenges. Changing values for balancing environmental resources …
emerging societal challenges. Changing values for balancing environmental resources …
Global hydrology 2015: State, trends, and directions
MFP Bierkens - Water Resources Research, 2015 - Wiley Online Library
Global hydrology has come a long way since the first introduction of the primitive land
surface model of Manabe (1969) and the declaration of the “Emergence of Global …
surface model of Manabe (1969) and the declaration of the “Emergence of Global …
Enabling new flexibility in the SUNDIALS suite of nonlinear and differential/algebraic equation solvers
In recent years, the SUite of Nonlinear and DIfferential/ALgebraic equation Solvers
(SUNDIALS) has been redesigned to better enable the use of application-specific and third …
(SUNDIALS) has been redesigned to better enable the use of application-specific and third …
Hyperresolution global land surface modeling: Meeting a grand challenge for monitoring Earth's terrestrial water
Monitoring Earth's terrestrial water conditions is critically important to many hydrological
applications such as global food production; assessing water resources sustainability; and …
applications such as global food production; assessing water resources sustainability; and …