Author

D. M. Browning

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 Plant Biology· 1

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Organism:plant (other)· 1 Approach:statistical model· 1

Frequent Co-Authors

S. D. Taylor· 2 shared F. Gao· 1 shared R. A. Baca· 1 shared

Activity by Year

2021-2021 · peak 2/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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2 shared papersPlant Biology

S. D. Taylor

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2 papers

Recent·Most cited

Classification of daily crop phenology in PhenoCams using deep learning and hidden markov models

S. D. Taylor, D. M. Browning

This paper develops a deep learning and hidden markov model workflow to classify daily crop phenology from PhenoCam images, improving accuracy by accounting for temporal correlations and contextual factors.

bioRxiv · Oct 20, 2021Plant Biology

Constraints and Opportunities for Detecting Land Surface Phenology in Drylands

S. D. Taylor, D. M. Browning, R. A. Baca, F. Gao

This study evaluates the feasibility of detecting land surface phenology in drylands using UAV imagery and simulated data, finding that vegetation cover and VI uncertainty significantly impact detection accuracy.

bioRxiv · May 21, 2021Ecology