Trait–environment diagnosis of ecological instability in Korean streams using benthic diatoms and machine learning: a UMAP–CDI framework

Aquatic Sciences 2026

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Authors: Junho Lee, Hyo Gyeom Kim, Byeong-Hun Han, In-Hwan Cho, Ha-Kyung Kim, Eun-A. Hwang, Su-Ok Hwang, Baik-Ho Kim

DOI: 10.1007/s00027-026-01312-4

Cited by: 3

References: 71

Fields of Study & Subjects

Diatoms and Algae Research Freshwater macroinvertebrate diversity and ecology Aquatic Ecosystems and Phytoplankton Dynamics

References 71