Although deep learning applicability in various fields of earth sciences is rapidly increasing,
shallow multilayer-perceptron neural networks remain widely used for regression problems …

Thermal regimes are fundamental determinants of aquatic ecosystems, which makes
description and prediction of temperatures critical during a period of rapid global change …

Thermal regimes in rivers and streams are fundamentally important to aquatic ecosystems
and are expected to change in response to climate forcing as the Earth's temperature …

Benchmarks provide context and are a critical element of all ecological assessments. Over
the last 25 y, hundreds of papers have been published on various aspects of ecological …

The thermal suitability of riverine habitats for cold water adapted species may be reduced
under climate change. Riparian tree planting is a practical climate change mitigation …

The development of stream temperature regression models at regional scales has regained
some popularity over the past years. These models are used to predict stream temperature …

A number of methods have been proposed for the prediction of streamwater temperature
based on various meteorological and hydrological variables. The present study shows a …

This is a regional study of the landscape, stream, and channel factors that control summer
stream temperatures in the Pacific Northwest. The study focusses on two characteristics of …

Water temperature is a fundamental property of river habitat and often a key aspect of river
resource management, but measurements to characterize thermal regimes are not available …

Stream temperature has been increasing in tandem with air temperature, with potentially
negative impacts on cold‐water fish such as salmon. Assessing future stream temperature …