Spatiotemporal-aware machine learning approaches for dissolved oxygen prediction in coastal waters

Coastal waters face increasing threats from hypoxia, which can have severe consequences for marine life and fisheries. This study aims to develop a machine learning approach for hypoxia monitoring by investigating the effectiveness of four tree-based models, considering spatiotemporal effects in mod...

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Veröffentlicht in:	The Science of the total environment 2023-12, Vol.905, p.167138-167138, Article 167138
Hauptverfasser:	Liang, Wenzhao, Liu, Tongcun, Wang, Yuntao, Jiao, Jiu Jimmy, Gan, Jianping, He, Ding
Format:	Artikel
Sprache:	eng
Schlagworte:	Dissolved oxygen Hypoxia Machine learning Prediction Spatiotemporal factors
Online-Zugang:	Volltext
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