Global groundwater modeling and monitoring: Opportunities and challenges

LE Condon, S Kollet, MFP Bierkens… - Water Resources …, 2021 - Wiley Online Library
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 …

An overview of current applications, challenges, and future trends in distributed process-based models in hydrology

S Fatichi, ER Vivoni, FL Ogden, VY Ivanov, B Mirus… - Journal of …, 2016 - Elsevier
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 …

Rainfall–runoff modelling using long short-term memory (LSTM) networks

F Kratzert, D Klotz, C Brenner, K Schulz… - Hydrology and Earth …, 2018 - hess.copernicus.org
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 …

[HTML][HTML] Using a long short-term memory (LSTM) neural network to boost river streamflow forecasts over the western United States

KMR Hunt, GR Matthews… - Hydrology and Earth …, 2022 - hess.copernicus.org
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 …

The evolution of process-based hydrologic models: historical challenges and the collective quest for physical realism

MP Clark, MFP Bierkens, L Samaniego… - Hydrology and Earth …, 2017 - hess.copernicus.org
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 …

A unified approach for process‐based hydrologic modeling: 1. Modeling concept

MP Clark, B Nijssen, JD Lundquist… - Water Resources …, 2015 - Wiley Online Library
This work advances a unified approach to process‐based hydrologic modeling to enable
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

M Giuliani, JR Lamontagne, PM Reed… - Water Resources …, 2021 - Wiley Online Library
The state of the art for optimal water reservoir operations is rapidly evolving, driven by
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 …

Enabling new flexibility in the SUNDIALS suite of nonlinear and differential/algebraic equation solvers

DJ Gardner, DR Reynolds, CS Woodward… - ACM Transactions on …, 2022 - dl.acm.org
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 …

Hyperresolution global land surface modeling: Meeting a grand challenge for monitoring Earth's terrestrial water

EF Wood, JK Roundy, TJ Troy… - Water Resources …, 2011 - Wiley Online Library
Monitoring Earth's terrestrial water conditions is critically important to many hydrological
applications such as global food production; assessing water resources sustainability; and …