Author

Rishabh Gupta

University of FloridaORCID 0000-0002-8937-1910Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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

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

Activity by Year

2024-2024 · peak 1/yr

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1 shared paperPhysiology

Alina ZareORCID

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1 paper

Recent·Most cited

PhysiologyComputers and Electronics in AgriculturePeer-reviewedAug 22, 2024

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

Rishabh Gupta, Satya Krishna Pothapragada, Weihuang Xu…·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.

12 citations

deep learningstatistical model

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