Machine Learning Strategy for Improved Prediction of Micronutrient Concentrations in Soils of Taif Rose Farms Based on EDXRF Spectra

Machine Learning Strategy for Improved Prediction of Micronutrient Concentrations in Soils of Taif Rose Farms Based on EDXRF Spectra

This study attempts to utilize newly developed machine learning techniques in order to develop a general prediction algorithm for agricultural soils in Saudi Arabia, specifically in the Taif region. Energy dispersive X-ray fluorescence (EDXRF) measurements were used to develop national predictive mo...

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Bibliographic Details
Main Authors: Hala M. Abdelmigid, Mohammed A. Baz, Mohammed A. AlZain, Jehad F. Al-Amri, Hatim Ghazi Zaini, Maissa M. Morsi, Matokah Abualnaja, Elham A. Althagafi
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Agronomy
Subjects:
EDXRF
soil
Taif rose
microelements
machine learning
precision agriculture
Online Access:https://www.mdpi.com/2073-4395/12/4/895

Internet

https://www.mdpi.com/2073-4395/12/4/895

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