Three-dimensional soil salinity mapping with uncertainty using Bayesian Hierarchical Modelling, Random Forest Regression and remote sensing data

Understanding the variation of soil salinity across time and space provides critical information for soil salinity management. This study presents two models using Bayesian Hierarchical Modelling (BHM) and Random Forest Regression (RFR) to predict soil electrical conductivity of a saturated soil ext...

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Bibliographic Details
Main Authors: Zitian Gao, Jorge L. Peña-Arancibia, Mobin-ud-Din Ahmad, Altaf Ali Siyal
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Agricultural Water Management
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0378377425000320