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Chamika A. Silva

affiliation not provided to SSRN

  • affiliation not provided to SSRN

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Physics-Guided Differentiable PROSPECT-DNN Model for Inversion of Maize Leaf Biochemistry

Number of pages: 20 Posted: 08 May 2026
Suraj A. Yadav, Nuwan K. Wijewardane, Xin Zhang, John P. Brooks, Joby M. Prince Czarnecki, Chamika A. Silva and Yufeng Ge
Mississippi State University, Mississippi State University, University of Georgia, Government of the United States of America - US Department of Agriculture, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Nebraska at Lincoln
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Abstract:

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PROSPECT-5, Deep Neural Network, Differentiable Radiative Transfer, Hyperspectral Inversion, Leaf Biochemistry, Physics-guided Learning, Maize