Author

Anthony A. Marcozzi

New Mexico ConsortiumORCID 0000-0003-4697-8154Unclaimed 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

Brady AllrediD· 1 shared David E. NaugleiD· 1 shared Joseph T. SmithiD· 1 shared Sarah E. McCordiD· 1 shared Scott L. MorfordiD· 1 shared Shea P. CoonsiD· 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

Brady AllredORCID

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1 paper

Recent·Most cited

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

Scott L. Morford, Brady Allred, Shea P. Coons, Anthony A. Marcozzi, Sarah E. McCord, Joseph T. Smith, 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.

Scientific Data · Jun 5, 2026Peer-reviewedEcology