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 …
Improving the representation of hydrologic processes in Earth System Models
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 …
environmental change rest upon our ability to understand and predict the water cycle …
Numerical solution of Richards' equation: A review of advances and challenges
MW Farthing, FL Ogden - Soil Science Society of America …, 2017 - Wiley Online Library
Core Ideas The numerical solution of Richards' equation remains challenging. Space/time
discretization affects both computational effort and accuracy. Adaption of space and time …
discretization affects both computational effort and accuracy. Adaption of space and time …
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 …
[BOOK][B] Deep learning for the Earth Sciences: A comprehensive approach to remote sensing, climate science and geosciences
DEEP LEARNING FOR THE EARTH SCIENCES Explore this insightful treatment of deep
learning in the field of earth sciences, from four leading voices Deep learning is a …
learning in the field of earth sciences, from four leading voices Deep learning is a …
Assessing regional‐scale spatio‐temporal patterns of groundwater–surface water interactions using a coupled SWAT‐MODFLOW model
Interaction between groundwater and surface water in watersheds has significant impacts
on water management and water rights, nutrient loading from aquifers to streams, and in …
on water management and water rights, nutrient loading from aquifers to streams, and in …
Physically based modeling in catchment hydrology at 50: Survey and outlook
C Paniconi, M Putti - Water Resources Research, 2015 - Wiley Online Library
Integrated, process‐based numerical models in hydrology are rapidly evolving, spurred by
novel theories in mathematical physics, advances in computational methods, insights from …
novel theories in mathematical physics, advances in computational methods, insights from …
A high-resolution simulation of groundwater and surface water over most of the continental US with the integrated hydrologic model ParFlow v3
RM Maxwell, LE Condon… - Geoscientific model …, 2015 - gmd.copernicus.org
Interactions between surface and groundwater systems are well-established theoretically
and observationally. While numerical models that solve both surface and subsurface flow …
and observationally. While numerical models that solve both surface and subsurface flow …
Improving river routing using a differentiable Muskingum‐Cunge model and physics‐informed machine learning
Recently, rainfall‐runoff simulations in small headwater basins have been improved by
methodological advances such as deep neural networks (NNs) and hybrid physics‐NN …
methodological advances such as deep neural networks (NNs) and hybrid physics‐NN …
Groundwater and surface water interaction at the regional-scale–a review with focus on regional integrated models
Scientists and practitioners agree that integrated water resource management is necessary,
with an increasing need for research at the regional scale (10 3 to 10 5 km 2). At this scale …
with an increasing need for research at the regional scale (10 3 to 10 5 km 2). At this scale …