Machine Learning for Shield-Scale Soil Health Mapping: A Systematic Review

Zenodo (CERN European Organization for Nuclear Research) 2026 Dataset Open access

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Authors: Muhammad Yusran, Tri Linda Sari, Sri Mulya Musa, Riska Ullyana, Nazirotul Ulfa Royyani, Riska Aprianti, Muhammad Choirul, Sukmawati, Risna Olayani
DOI: 10.5281/zenodo.20979341
Cited by: 1

Abstract

This dataset supports the systematic review article "Machine Learning for Field-Scale Soil Health Mapping: A Systematic Review", which synthesises evidence from 46 empirical studies on the application of machine learning algorithms for predicting soil chemical properties at field-scale agricultural systems (

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
28 June 2026
Language
EN
Document type
Dataset