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Comparative Study of NIR-Based Machine Learning for Predicting Soil Nutrients in Indonesian Farmlands Cover

Comparative Study of NIR-Based Machine Learning for Predicting Soil Nutrients in Indonesian Farmlands

Acta Technologica Agriculturae
Volume 29 (2026): Issue 1 (March 2026)
By: Adnan Adnan,  Taufik Iqbal Ramdhani,  Yaya Suryana,  Abdul Aziz,  Taslim Rochmadi,  Amrullah Kamaruddin and  Ninon Nurul Faiza  
Open Access
|Feb 2026

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DOI: https://doi.org/10.2478/ata-2026-0004 | Journal eISSN: 1338-5267
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Language: English
Page range: 27 - 34
Published on: Feb 9, 2026
Published by: Slovak University of Agriculture in Nitra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
spectral data,
soil nutrient,
PLSR,
SVR,
ElasticNet,
LassoNet,
Ridge,
TabNeT
Related subjects:
Engineering,
Introductions and overviews,
Engineering, other

© 2026 Adnan Adnan, Taufik Iqbal Ramdhani, Yaya Suryana, Abdul Aziz, Taslim Rochmadi, Amrullah Kamaruddin, Ninon Nurul Faiza, published by Slovak University of Agriculture in Nitra
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

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