Machine learning classification and driver analysis of diel variability in dissolved oxygen in Taihu Lake

Dissolved oxygen (DO) plays a crucial role in aquatic ecosystems, yet its diel variations are influenced by complex environmental interactions. This study analyzed high-frequency DO data from Sanshandao Island in Taihu Lake (2020–2022) to classify diel DO variation patterns and identify key drivers....

Täydet tiedot

Bibliografiset tiedot

Päätekijät:	Tingting Luo, Yehui Zhang
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	Elsevier 2025-06-01
Sarja:	Ecological Indicators
Aiheet:	Dissolved oxygen Diel variation K-means clustering XGBoost Photosynthesis Precipitation
Linkit:	http://www.sciencedirect.com/science/article/pii/S1470160X25005230
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