Examining the Driving Factors of SOM Using a Multi-Scale GWR Model Augmented by Geo-Detector and GWPCA Analysis

A model incorporating geo-detector analysis and geographically weighted principal component analysis into Multi-scale Geographically Weighted regression (GWPCA-MGWR) was developed to reveal the factors driving spatial variation in soil organic matter (SOM). The regression accuracy and residuals from...

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Bibliographic Details
Main Authors: Qi Wang, Danyao Jiang, Yifan Gao, Zijuan Zhang, Qingrui Chang
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Agronomy
Subjects:
Online Access:https://www.mdpi.com/2073-4395/12/7/1697