Improving the representation of hydrologic processes in Earth System Models

MP Clark, Y Fan, DM Lawrence… - Water Resources …, 2015 - Wiley Online Library
Many of the scientific and societal challenges in understanding and preparing for global
environmental change rest upon our ability to understand and predict the water cycle …

Remote sensing, hydrological modeling and in situ observations in snow cover research: A review

C Dong - Journal of Hydrology, 2018 - Elsevier
Snow is an important component of the hydrological cycle. As a major part of the cryosphere,
snow cover also represents a valuable terrestrial water resource. In the context of climate …

[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 …

Global data assessment and analysis of drought characteristics based on CMIP6

T Wang, X Tu, VP Singh, X Chen, K Lin - Journal of Hydrology, 2021 - Elsevier
Drought is a severe and chronic natural hazard that deeply affects production and
livelihoods. Its characteristics and propagation have been extensively discussed, but the …

Quantifying renewable groundwater stress with GRACE

AS Richey, BF Thomas, MH Lo… - Water resources …, 2015 - Wiley Online Library
Groundwater is an increasingly important water supply source globally. Understanding the
amount of groundwater used versus the volume available is crucial to evaluate future water …

Continental‐scale water and energy flux analysis and validation for the North American Land Data Assimilation System project phase 2 (NLDAS‐2): 1 …

Y **a, K Mitchell, M Ek, J Sheffield… - Journal of …, 2012 - Wiley Online Library
Results are presented from the second phase of the multiinstitution North American Land
Data Assimilation System (NLDAS‐2) research partnership. In NLDAS, the Noah, Variable …

Groundwater depletion in the Middle East from GRACE with implications for transboundary water management in the Tigris‐Euphrates‐Western Iran region

KA Voss, JS Famiglietti, MH Lo… - Water resources …, 2013 - Wiley Online Library
In this study, we use observations from the Gravity Recovery and Climate Experiment
(GRACE) satellite mission to evaluate freshwater storage trends in the north‐central Middle …

A first assessment of satellite and reanalysis estimates of surface and root-zone soil moisture over the permafrost region of Qinghai-Tibet Plateau

Z **ng, L Fan, L Zhao, G De Lannoy, F Frappart… - Remote Sensing of …, 2021 - Elsevier
Long-term and high-quality surface soil moisture (SSM) and root-zone soil moisture (RZSM)
data is crucial for understanding the land-atmosphere interactions of the Qinghai-Tibet …

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 …