River temperature modelling: A review of process-based approaches and future directions
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 …
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 …
shallow multilayer-perceptron neural networks remain widely used for regression problems …
Greater vulnerability of snowmelt-fed river thermal regimes to a warming climate
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 …
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 …
and biological processes in rivers are temperature dependent. Highly precise and reliable …
Integrating a reservoir regulation scheme into a spatially distributed hydrological model
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 …
variety of purposes such as flood control, irrigation, municipal/industrial water supplies, and …
Energy sector water use implications of a 2 C climate policy
Quantifying water implications of energy transitions is important for assessing long-term
freshwater sustainability since large volumes of water are currently used throughout the …
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 …
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
There is a renewed focus on the design of infrastructure resilient to extreme
hydrometeorological events. While precipitation‐based intensity‐duration‐frequency (IDF) …
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
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 …
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
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 …
of stream classifications. Robust models of stream temperature are critical as the climate …