Author

Miguel A. Barrera

University of Florida

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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Physiology· 1

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Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Alina ZareiD· 1 shared Joel B. HarleyiD· 1 shared Kelly T. MorganiD· 1 shared Lincoln ZotarelliiD· 1 shared Mira S. Saldanha· 1 shared Prateek Kumar GoeliD· 1 shared Rishabh GuptaiD· 1 shared Satya Krishna Pothapragada· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperPhysiology

Alina ZareORCID

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Author profile →

1 paper

Recent·Most cited

Estimating soil mineral nitrogen from data-sparse field experiments using crop model-guided machine learning approach

Rishabh Gupta, Satya Krishna Pothapragada, Weihuang Xu, Prateek Kumar Goel, Miguel A. Barrera, Mira S. Saldanha, Joel B. Harley, Kelly T. Morgan, Alina Zare, Lincoln Zotarelli

This paper develops a hybrid model combining crop simulation and deep learning to estimate soil mineral nitrogen from sparse data, improving accuracy over traditional models.

Computers and Electronics in Agriculture · Aug 22, 2024Peer-reviewedPhysiology