River temperature modelling: A review of process-based approaches and future directions

SJ Dugdale, DM Hannah, IA Malcolm - Earth-Science Reviews, 2017 - Elsevier
River temperature has a major influence on biophysical processes in lotic environments.
River temperature is expected to increase due to climate change, with potentially adverse …

[HTML][HTML] Impact of deep learning-based dropout on shallow neural networks applied to stream temperature modelling

AP Piotrowski, JJ Napiorkowski, AE Piotrowska - Earth-Science Reviews, 2020 - Elsevier
Although deep learning applicability in various fields of earth sciences is rapidly increasing,
shallow multilayer-perceptron neural networks remain widely used for regression problems …

Greater vulnerability of snowmelt-fed river thermal regimes to a warming climate

H Yan, N Sun, A Fullerton… - Environmental Research …, 2021 - iopscience.iop.org
While the advective flux from cool melt runoff can be a significant source of thermal energy to
mountainous rivers, it has been a much less addressed process in river temperature …

Water temperature forecasting based on modified artificial neural network methods: Two cases of the Yangtze River

R Qiu, Y Wang, D Wang, W Qiu, J Wu, Y Tao - Science of The Total …, 2020 - Elsevier
Water temperature is a controlling indicator of river habitat since many physical, chemical
and biological processes in rivers are temperature dependent. Highly precise and reliable …

Integrating a reservoir regulation scheme into a spatially distributed hydrological model

G Zhao, H Gao, BS Naz, SC Kao, N Voisin - Advances in Water Resources, 2016 - Elsevier
During the past several decades, numerous reservoirs have been built across the world for a
variety of purposes such as flood control, irrigation, municipal/industrial water supplies, and …

Energy sector water use implications of a 2 C climate policy

O Fricko, SC Parkinson, N Johnson… - Environmental …, 2016 - iopscience.iop.org
Quantifying water implications of energy transitions is important for assessing long-term
freshwater sustainability since large volumes of water are currently used throughout the …

Drainage from the critical zone: Lithologic controls on the persistence and spatial extent of wetted channels during the summer dry season

SM Lovill, WJ Hahm, WE Dietrich - Water Resources Research, 2018 - Wiley Online Library
In seasonally dry environments, critical zone drainage provides base flow that sustains river
ecosystems. The extent of wetted channels and magnitude of base flow throughout the …

Next‐generation intensity‐duration‐frequency curves for hydrologic design in snow‐dominated environments

H Yan, N Sun, M Wigmosta, R Skaggs… - Water Resources …, 2018 - Wiley Online Library
There is a renewed focus on the design of infrastructure resilient to extreme
hydrometeorological events. While precipitation‐based intensity‐duration‐frequency (IDF) …

Forest canopy density effects on snowpack across the climate gradients of the western United States mountain ranges

N Sun, H Yan, MS Wigmosta… - Water Resources …, 2022 - Wiley Online Library
Controlled field experiments to disentangle the effect of canopy density from the effect of
climate on snowpack dynamics are limited by the underlying linkage between canopy …

A hierarchical model of daily stream temperature using air-water temperature synchronization, autocorrelation, and time lags

BH Letcher, DJ Hocking, K O'Neil, AR Whiteley… - PeerJ, 2016 - peerj.com
Water temperature is a primary driver of stream ecosystems and commonly forms the basis
of stream classifications. Robust models of stream temperature are critical as the climate …