Deep learning in hydrology and water resources disciplines: Concepts, methods, applications, and research directions

KP Tripathy, AK Mishra - Journal of Hydrology, 2024 - Elsevier
Over the past few years, Deep Learning (DL) methods have garnered substantial
recognition within the field of hydrology and water resources applications. Beginning with a …

[HTML][HTML] Technical review of large-scale hydrological models for implementation in operational flood forecasting schemes on continental level

A Kauffeldt, F Wetterhall, F Pappenberger… - … Modelling & Software, 2016 - Elsevier
Uncertainty in operational hydrological forecast systems forced with numerical weather
predictions is often assessed by quantifying the uncertainty from the inputs only. However …

The Community Land Model version 5: Description of new features, benchmarking, and impact of forcing uncertainty

DM Lawrence, RA Fisher, CD Koven… - Journal of Advances …, 2019 - Wiley Online Library
Abstract The Community Land Model (CLM) is the land component of the Community Earth
System Model (CESM) and is used in several global and regional modeling systems. In this …

Divergent effects of climate change on future groundwater availability in key mid-latitude aquifers

WY Wu, MH Lo, Y Wada, JS Famiglietti… - Nature …, 2020 - nature.com
Groundwater provides critical freshwater supply, particularly in dry regions where surface
water availability is limited. Climate change impacts on GWS (groundwater storage) could …

Evaluation of climate models

G Flato, J Marotzke, B Abiodun, P Braconnot… - Climate change 2013 …, 2014 - pure.mpg.de
Climate models have continued to be developed and improved since the AR4, and many
models have been extended into Earth System models by including the representation of …

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 …

Accuracy of scaled GRACE terrestrial water storage estimates

FW Landerer, SC Swenson - Water resources research, 2012 - Wiley Online Library
We assess the accuracy of global‐gridded terrestrial water storage (TWS) estimates derived
from temporal gravity field variations observed by the Gravity Recovery and Climate …

[HTML][HTML] The community climate system model version 4

PR Gent, G Danabasoglu, LJ Donner… - Journal of …, 2011 - journals.ametsoc.org
The fourth version of the Community Climate System Model (CCSM4) was recently
completed and released to the climate community. This paper describes developments to all …

RegCM4: model description and preliminary tests over multiple CORDEX domains

F Giorgi, E Coppola, F Solmon, L Mariotti, MB Sylla… - Climate …, 2012 - int-res.com
A new version of the RegCM regional climate modeling system, RegCM4, has been recently
developed and made available for public use. Compared to previous versions, RegCM4 …

Causes of variation in soil carbon simulations from CMIP5 Earth system models and comparison with observations

KEO Todd-Brown, JT Randerson, WM Post… - …, 2013 - bg.copernicus.org
Stocks of soil organic carbon represent a large component of the carbon cycle that may
participate in climate change feedbacks, particularly on decadal and centennial timescales …