Author

Brennen T Farrell

North Carolina State UniversityORCID 0009-0004-4794-5906Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Brittany B. LaginhasiD· 1 shared Chris M. JonesiD· 1 shared Ross K. MeentemeyeriD· 1 shared Thomas A. LakeiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperEcology

Brittany B. LaginhasORCID

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1 paper

Recent·Most cited

EcologyISPRS Open Journal of Photogrammetry and Remote SensingPeer-reviewedJan 1, 2026

Continental-scale computer vision models reveal generalizable patterns and pitfalls for urban tree inventories with street-view images

Thomas A. Lake, Brittany B. Laginhas, Brennen T Farrell…·Chris M. Jones

The paper develops computer vision models to detect and classify urban trees using street-view images, finding 67.1% accuracy with performance varying by city and genus.

DOI 10.1016/j.ophoto.2026.100122

imagingdeep learning

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