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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

Open Access
|Feb 2026

Authors

Adnan Adnan

adna002@brin.go.id

National Research and Innovation Agency, Research Organisation for Energy and Manufacture, Research Centre for Sustainable Production System and Life Cycle Assessment, Tangerang Selatan, Indonesia

Taufik Iqbal Ramdhani

tauf022@brin.go.id

National Research and Innovation Agency, Research Organisation for Electronics and Informatics, Research Centre for Artificial Intelligence and Cyber Security, Bandung, Indonesia
Universitas Indonesia, Faculty of Engineering, Department of Electrical Engineering, Depok, Indonesia

Yaya Suryana

yaya002@brin.go.id

National Research and Innovation Agency, Research Organisation for Energy and Manufacture, Research Centre for Sustainable Production System and Life Cycle Assessment, Tangerang Selatan, Indonesia

Abdul Aziz

abdu002@brin.go.id

National Research and Innovation Agency, Research Organisation for Energy and Manufacture, Research Centre for Sustainable Production System and Life Cycle Assessment, Tangerang Selatan, Indonesia

Taslim Rochmadi

tasl001@brin.go.id

National Research and Innovation Agency, Research Organisation for Energy and Manufacture, Research Centre for Sustainable Production System and Life Cycle Assessment, Tangerang Selatan, Indonesia

Amrullah Kamaruddin

amru001@brin.go.id

National Research and Innovation Agency, Research Organisation for Energy and Manufacture, Research Centre for Sustainable Production System and Life Cycle Assessment, Tangerang Selatan, Indonesia

Ninon Nurul Faiza

nino003@brin.go.id

National Research and Innovation Agency, Centre for Data and Information, Jakarta, Indonesia
Language: English
Page range: 27 - 34
Published on: Feb 9, 2026
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 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.