# The application of Uniform Manifold Approximation and Projection (UMAP) for unconstrained ordination and classification of biological indicators in aquatic ecology

> Research article (The Science of The Total Environment, 2021) · cited 87× · AI/ML

**Wikidata**: [openalex:W4200261037](https://www.wikidata.org/wiki/openalex:W4200261037)  
**Source**: https://4ort.xyz/entity/the-application-of-uniform-manifold-approximation-and-projection-umap-for-unconstrained-ordination-and-classification-of
