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AI-Augmented hyperspectral soil sensing: predictive modeling of nitrogen and phosphorus using neural architecture search

Published Online: 2026-01-31

Published Print: 2026-02

Authors

Vullaganti, Niharika

Ram, Billy G.

Zhang, Xiaomo

Pires, Carlos B.

Aderholdt, William

Overby, Paul

Sun, Xin https://orcid.org/0000-0002-0658-7522
Funding

Funding for this research was provided by:

Agricultural Research Service (58-3060-3-022)

Agricultural Research Service (58-6064-8-023)

National Institute of Food and Agriculture (ND01487)

National Science Foundation (2315315)
License Information

Text and Data Mining valid from 2026-01-31

Version of Record valid from 2026-01-31
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Article History

Received: 4 August 2025

Accepted: 12 January 2026

First Online: 31 January 2026

Declarations

:

: The authors declare that they have no conflict of interest.

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