Author

John A. Kershaw

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· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

Aaron R. Weiskittel· 1 shared Bruce D. Cook· 1 shared Daniel J. Hayes· 1 shared Elias Ayrey· 1 shared John B. Kilbride· 1 shared Shawn Fraver· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperEcology

Aaron R. Weiskittel

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1 paper

Recent·Most cited

EcologybioRxivPreprintApr 23, 2019

Synthesizing Disparate LiDAR and Satellite Datasets through Deep Learning to Generate Wall-to-Wall Regional Forest Inventories

Elias Ayrey, Daniel J. Hayes, John B. Kilbride…·Aaron R. Weiskittel

This paper develops a deep learning model to integrate LiDAR and satellite data for regional forest inventory, achieving high accuracy in predicting tree size attributes.

DOI 10.1101/580514

imagingdeep learning

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