Wavelet geographically weighted regression for spectroscopic modelling of soil properties

Abstract Soil properties, such as organic carbon, pH and clay content, are critical indicators of ecosystem function. Visible–near infrared (vis–NIR) reflectance spectroscopy has been widely used to cost-efficiently estimate such soil properties. Multivariate modelling, such as partial least squares...

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Bibliographic Details
Main Authors: Yongze Song, Zefang Shen, Peng Wu, R. A. Viscarra Rossel
Format: Article
Language:English
Published: Nature Portfolio 2021-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-96772-z