Feb 15 – 19, 2026
Grand Hotel Mediterraneo
Europe/Rome timezone
12th International Conference on Isotopes - 12ICI

MACHINE LEARNING ALGORITHMS FOR SOIL TEXTURE PREDICTION FROM AIRBORNE RADIOMETRIC SURVEYS

Feb 18, 2026, 3:10 PM
15m
Plenaria: Asia Room (Grand Hotel Mediterraneo)

Plenaria: Asia Room

Grand Hotel Mediterraneo

Oral presentation 3. Isotopes in the Environment 3. Isotopes in the Environment - Wed_S2_B

Speaker

Nedime Irem Elek (Istituto Nazionale di Fisica Nucleare)

Summary

This study shows that combining Airborne Gamma-Ray Spectroscopy with Machine Learning improves soil texture mapping. Machine Learning produced accurate, high-resolution maps that revealed hidden geomorphological features. The approach supports precision agriculture and sustainable land management.

Are you interested/eligible for the Young Session? Yes, I am eligible and interested in participating

Author

Nedime Irem Elek (Istituto Nazionale di Fisica Nucleare)

Co-authors

Matteo Alberi (Istituto Nazionale di Fisica Nucleare) Maria Annunziata Alessio Barbagli Tommaso Colonna Engin Can Esen Fabio Gallorini Enrico Guastaldi Ghulam Hasnain (Istituto Nazionale di Fisica Nucleare) Nicola Lopane Fabio Mantovani (Istituto Nazionale di Fisica Nucleare) Dario Petrone Silvio Pierini Kassandra Giulia Cristina Raptis Virginia Strati (Istituto Nazionale di Fisica Nucleare)

Presentation materials

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