Development of a Multilayer Deep Neural Network Model for Predicting Hourly River Water Temperature From Meteorological Data

Water temperature is a vital attribute of physical riverine habitat and one of the focal objectives of river engineering and management. However, in most rivers, there are not enough water temperature measurements to characterize thermal regimes and evaluate its effect on ecosystem functions such as...

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Bibliographic Details
Main Authors: Reza Abdi, Ashley Rust, Terri S. Hogue
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Environmental Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenvs.2021.738322/full