Time series predictions in unmonitored sites: a survey of machine learning techniques in water resources

Prediction of dynamic environmental variables in unmonitored sites remains a long-standing challenge for water resources science. The majority of the world’s freshwater resources have inadequate monitoring of critical environmental variables needed for management. Yet, the need to have widespread pr...

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Bibliographic Details
Main Authors: Jared D. Willard, Charuleka Varadharajan, Xiaowei Jia, Vipin Kumar
Format: Article
Language:English
Published: Cambridge University Press 2025-01-01
Series:Environmental Data Science
Subjects:
Online Access:https://www.cambridge.org/core/product/identifier/S2634460224000141/type/journal_article
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