Development of Growth Stage-Aware and Physics-Guided Deep Learning Models for Foliar Nitrogen Estimation in Corn Using Hyperspectral Imaging

Author

• Zain ul Abideen Usmani, South Dakota State UniversityFollow

Document Type

Dissertation - Open Access

Award Date

2026

Degree Name

Doctor of Philosophy (PhD)

Department / School

Agricultural and Biosystems Engineering

First Advisor

Pappu Yadav

Publisher

South Dakota State University

Recommended Citation

Usmani, Zain ul Abideen, "Development of Growth Stage-Aware and Physics-Guided Deep Learning Models for Foliar Nitrogen Estimation in Corn Using Hyperspectral Imaging" (2026). Electronic Theses and Dissertations. 2123.
https://openprairie.sdstate.edu/etd2/2123