Author

Shea P. Coons

University of MontanaORCID 0009-0008-7238-6033Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Anthony A. MarcozziiD· 1 shared Brady AllrediD· 1 shared David E. NaugleiD· 1 shared Joseph T. SmithiD· 1 shared Sarah E. McCordiD· 1 shared Scott L. MorfordiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperEcology

Anthony A. MarcozziORCID

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1 paper

Recent·Most cited

EcologyScientific DataPeer-reviewedJun 5, 2026

A 0.6-meter resolution canopy height model for the contiguous United States

Scott L. Morford, Brady Allred, Shea P. Coons…·David E. Naugle

The paper develops NAIP-CHM, a high-resolution canopy height model using NAIP imagery and a U-Net model, achieving high accuracy for ecosystem monitoring.

1 citation

imagingdeep learning

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