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Ahmet Harun Atag

The Scientific and Technological Research Council of Turkey (TUBITAK)

Yıldız Technical University

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An LED-Based Multispectral Discrete Spectrometer for In-Situ Soil Moisture Sensing Using Machine Learning Algorithms

Number of pages: 38 Posted: 04 Mar 2026
Ahmet Harun Atag, Ahmet Kizilay, Ömer Faruk Kadı, Mehtap Erturk and Humbet Nasibli
The Scientific and Technological Research Council of Turkey (TUBITAK), Yıldız Technical University, The Scientific and Technological Research Council of Turkey (TUBITAK), The Scientific and Technological Research Council of Turkey (TUBITAK) and The Scientific and Technological Research Council of Turkey (TUBITAK)
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Abstract:

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Soil moisture content, Near-infrared spectroscopy, LED-based sensors, machine learning, soil spectroscopy