Regional soil salinity analysis using stepwise M5 decision tree

Regional soil salinity analysis using stepwise M5 decision tree

Abstract Objective The study aimed to evaluate the potential of multispectral satellite images in soil salinity assessment using linear multiple regression and the M5 decision tree regression method. Therefore, 96 soil samples were collected and correlated with 15 independent spectral information an...

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Bibliographic Details
Main Authors: Khalil Ghorbani, Soraya Bandak, Laleh Rezaei Ghaleh, Saeed Mehri, Aynaz Lotfata
Format: Article
Language:English
Published: BMC 2025-03-01
Series:BMC Research Notes
Subjects:
Soil salinity
EC
Remote sensing
Machine learning
Decision tree
Online Access:https://doi.org/10.1186/s13104-025-07097-3
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https://doi.org/10.1186/s13104-025-07097-3

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