Comparison of deep learning models and a typical process-based model in glacio-hydrology simulation

X Chen, S Wang, H Gao, J Huang, C Shen, Q Li, H Qi… - Journal of …, 2022 - Elsevier
Glacier hydrology has profound implications for socio-economic development and nature
conservation in arid Central Asia. Process-based hydrological models, which are the …

[HTML][HTML] Future water temperature of rivers in Switzerland under climate change investigated with physics-based models

A Michel, B Schaefli, N Wever… - Hydrology and Earth …, 2022 - hess.copernicus.org
River ecosystems are highly sensitive to climate change and projected future increase in air
temperature is expected to increase the stress for these ecosystems. Rivers are also an …

A global perspective on the development and application of glacio-hydrological model

C Yang, X Wang, S Kang, M Xu, Y Zhang, J Wei… - Journal of Hydrology, 2025 - Elsevier
Glacio-hydrological models have been increasingly utilized to evaluate hydrological
responses to climate change in glacierized regions, particularly at the catchment and basin …

Extreme hydrometeorological events induce abrupt and widespread freshwater temperature changes across the Pacific Northwest of North America

SJ Déry, EG Martins, PN Owens… - Communications Earth & …, 2024 - nature.com
Abstract The Pacific Northwest of North America experienced four extreme
hydrometeorological events during 2021 including intense cold waves in mid-February and …

Investigating hydrological transport pathways of dissolved organic carbon in cold region watershed based on a watershed biogeochemical model

X Du, M Faramarzi, J Qi, Q Lei, H Liu - Environmental Pollution, 2023 - Elsevier
Dissolved organic carbon (DOC) is a significant component of regional and global carbon
cycles and an important surface water quality indicator. DOC affects the processes of …

Improving process-based prediction of stream water temperature in SWAT using semi-Lagrangian formulation

ND Melaku, CW Brown, AA Tavakoly - Journal of Hydrology, 2025 - Elsevier
Accurately predicting stream water temperature at large scales requires modeling
techniques that account for various physical, chemical, and biological processes that …

Identifying structural priors in a hybrid differentiable model for stream water temperature modeling

F Rahmani, A Appling, D Feng… - Water Resources …, 2023 - Wiley Online Library
Although deep learning models for stream temperature (Ts) have recently shown
exceptional accuracy, they have limited interpretability and cannot output untrained …

Assessment of recent changes (2011–2020) in glacier thickness and runoff variability in Gangotri glacier, India

J Singh, V Singh, CSP Ojha… - Hydrological Sciences …, 2023 - Taylor & Francis
Recent evidence shows a noticeable reduction in the glacier mass in the Himalaya due to
increasing temperatures, and therefore the downstream water availability is becoming …

[HTML][HTML] Revisiting the hydrological basis of the Budyko framework with the principle of hydrologically similar groups

Y Chen, X Chen, M Xue, C Yang… - Hydrology and Earth …, 2023 - hess.copernicus.org
The Budyko framework is a simple and effective tool for estimating the water balance of
watersheds. Quantification of the watershed-characteristic-related parameter (Pw) is critical …

[HTML][HTML] Geography and geographical knowledge contribute decisively to all Sustainable Development Goals targets

P Pereira, W Zhao - Geography and Sustainability, 2025 - Elsevier
Geography is a discipline that touches multiple sciences and has been key to bridging
numerous fields of knowledge. This gives geography the advantage of connecting natural …