Author

Chris M. Jones

North Carolina State UniversityORCID 0000-0002-0229-2970Unclaimed 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:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Brennen T FarrelliD· 1 shared Brittany B. LaginhasiD· 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

Brennen T FarrellORCID

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1 paper

Recent·Most cited

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, Ross K. Meentemeyer, 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.

ISPRS Open Journal of Photogrammetry and Remote Sensing · Jan 1, 2026Peer-reviewedEcology