Author

Emelia J. Chamberlain

Woods Hole Oceanographic InstitutionORCID 0000-0003-2218-3488Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Ecology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 1 Research Focus:chromatin & epigenetic regulation· 1 Research Focus:clustering· 1 Research Focus:ecology & biodiversity· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1

Frequent Co-Authors

Elizabeth J. ConnorsiD· 1 shared Heather H Kim· 1 shared Jeff S. BowmaniD· 1 shared Jessie M. CreameaniD· 1 shared Theodore Calianos· 1 shared Thomas MöckiD· 1 shared William BoultoniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperEcology

Elizabeth J. ConnorsORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

EcologybioRxivPreprintOct 30, 2025

From microbial diversity to function; evaluating dimensionality reduction methods

Emelia J. Chamberlain, William Boulton, Elizabeth J. Connors…·Heather H Kim

The paper evaluates dimensionality reduction methods for microbial oceanography data, finding that Self Organizing Maps (SOM) better identify functionally distinct microbial ecotypes than Principal Coordinate Analysis (PCoA).

DOI 10.1101/2025.10.30.685628

metagenomicsmachine learning (classical)

𝕏 PostBluesky