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 …

Investigating soil moisture–climate interactions in a changing climate: A review

SI Seneviratne, T Corti, EL Davin, M Hirschi… - Earth-Science …, 2010 - Elsevier
Soil moisture is a key variable of the climate system. It constrains plant transpiration and
photosynthesis in several regions of the world, with consequent impacts on the water …

Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks

G Kissas, Y Yang, E Hwuang, WR Witschey… - Computer Methods in …, 2020 - Elsevier
Advances in computational science offer a principled pipeline for predictive modeling of
cardiovascular flows and aspire to provide a valuable tool for monitoring, diagnostics and …

Hillslope hydrology in global change research and earth system modeling

Y Fan, M Clark, DM Lawrence… - Water Resources …, 2019 - Wiley Online Library
Abstract Earth System Models (ESMs) are essential tools for understanding and predicting
global change, but they cannot explicitly resolve hillslope‐scale terrain structures that …

Connections between groundwater flow and transpiration partitioning

RM Maxwell, LE Condon - Science, 2016 - science.org
Understanding freshwater fluxes at continental scales will help us better predict hydrologic
response and manage our terrestrial water resources. The partitioning of evapotranspiration …

[HTML][HTML] Soil moisture for hydrological applications: Open questions and new opportunities

L Brocca, L Ciabatta, C Massari, S Camici, A Tarpanelli - Water, 2017 - mdpi.com
Soil moisture is widely recognized as a key parameter in the mass and energy balance
between the land surface and the atmosphere and, hence, the potential societal benefits 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 …

The community Noah land surface model with multiparameterization options (Noah‐MP): 1. Model description and evaluation with local‐scale measurements

GY Niu, ZL Yang, KE Mitchell, F Chen… - Journal of …, 2011 - Wiley Online Library
This first paper of the two‐part series describes the objectives of the community efforts in
improving the Noah land surface model (LSM), documents, through mathematical …

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 …

Soil moisture map** using Sentinel-1 images: Algorithm and preliminary validation

S Paloscia, S Pettinato, E Santi, C Notarnicola… - Remote Sensing of …, 2013 - Elsevier
The main objective of this research is to develop, test and validate a soil moisture content
(SMC) algorithm for GMES Sentinel-1 characteristics. The SMC product, which is to be …