Machine Learning Based Predictions of Dissolved Oxygen in a Small Coastal Embayment

Machine Learning Based Predictions of Dissolved Oxygen in a Small Coastal Embayment

Coastal dissolved oxygen (DO) concentrations have a profound impact on nearshore ecosystems and, in recent years, there has been an increased prevalance of low DO hypoxic events that negatively impact nearshore organisms. Even with advanced numerical models, accurate prediction of coastal DO variabi...

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Bibliographic Details
Main Authors: Manuel Valera, Ryan K. Walter, Barbara A. Bailey, Jose E. Castillo
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Journal of Marine Science and Engineering
Subjects:
dissolved oxygen
random forest
support vector machine
machine learning regression
hypoxia
Online Access:https://www.mdpi.com/2077-1312/8/12/1007

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