Author

S. J. Graves

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:ecology & biodiversity· 1

Frequent Co-Authors

A. Singh· 2 shared A. Zare· 2 shared E. P. White· 2 shared S. Marconi· 2 shared B. G. Weinstein· 1 shared B. Weinstein· 1 shared D. J. Johnson· 1 shared D. Stewart· 1 shared

Activity by Year

2021-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersEcology

A. Singh

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Author profile →

2 papers

Recent·Most cited

Individual tree crown maps for the National Ecological Observatory Network

B. Weinstein, S. Marconi, A. Zare, S. Bohlman, A. Singh, S. J. Graves, L. Magee, D. J. Johnson, S. Record, V. E. Rubio, N. G. Swenson, T. Veblen, P. Townsend, R. A. Andrus, E. P. White

The paper uses computer vision and deep neural networks to predict individual tree species, crown characteristics, and locations across 24 sites in the National Ecological Observatory Network.

bioRxiv · Oct 25, 2023Ecology

Data science competition for cross-site delineation and classification of individual trees from airborne remote sensing data

S. J. Graves, S. Marconi, D. Stewart, I. Harmon, B. G. Weinstein, Y. Kanazawa, V. M. Scholl, M. B. Joseph, J. McClinchy, L. Browne, M. K. Sullivan, S. Estrada-Villegas, E. Tusa, D. Z. Wang, A. Singh, , E. P. White

This paper runs a data science competition to improve methods for delineating and classifying individual trees from remote sensing data across multiple sites.

bioRxiv · Aug 6, 2021 · PreprintEcology