Author

D. J. Hayes

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

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

Frequent Co-Authors

A. R. Weiskittel· 1 shared E. Ayrey· 1 shared J. B. Kilbride· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperEcology

A. 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

E. Ayrey, D. J. Hayes, J. B. Kilbride, A. 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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