Author

Sarah E. McCord

Agricultural Research ServiceORCID 0000-0002-4755-2625Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:ecology & biodiversity· 2 Assay:imaging· 2 Research Focus:database / resource· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Brady AllrediD· 3 shared Scott L. MorfordiD· 3 shared David E. NaugleiD· 2 shared Joseph T. SmithiD· 2 shared Alexander C. BrooksiD· 1 shared Anna C. KnightiD· 1 shared Anthony A. MarcozziiD· 1 shared Ashley M. TanneriD· 1 shared

Activity by Year

2025-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 40 mutual co-author links

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Curved chords = mutual co-authorship

3 shared papersEcology

Brady AllredORCID

Mutual co-authors in cluster

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3 papers

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

𝕏 PostBluesky

EcologyScientific DataPeer-reviewedNov 28, 2025

Sentinel-2 based estimates of rangeland fractional cover and canopy gap class for the western United States

Brady Allred, Sarah E. McCord, Timothy J. Assal…·Scott L. Morford

The paper estimates rangeland fractional cover and canopy gap classes using Sentinel-2 satellite data for the western United States from 2018 to 2024.

14 citations

imagingexperimental assay

𝕏 PostBluesky

EcologyScientific DataPeer-reviewedFeb 22, 2025

Canopy height model and NAIP imagery pairs across CONUS

Brady Allred, Sarah E. McCord, Scott L. Morford

The paper creates a large dataset of canopy height models paired with aerial imagery to improve large-scale CHM production.

7 citations

database / resource

𝕏 PostBluesky