Vis-NIR Spectroscopy and PLS Regression with Waveband Selection for Estimating the Total C and N of Paddy Soils in Madagascar

Vis-NIR Spectroscopy and PLS Regression with Waveband Selection for Estimating the Total C and N of Paddy Soils in Madagascar

Visible and near-infrared (Vis-NIR) diffuse reflectance spectroscopy with partial least squares (PLS) regression is a quick, cost-effective, and promising technology for predicting soil properties. The advantage of PLS regression is that all available wavebands can be incorporated in the model, whil...

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Bibliographic Details
Main Authors: Kensuke Kawamura, Yasuhiro Tsujimoto, Michel Rabenarivo, Hidetoshi Asai, Andry Andriamananjara, Tovohery Rakotoson
Format: Article
Language:English
Published: MDPI AG 2017-10-01
Series:Remote Sensing
Subjects:
Acrisols
calibration
Ferralsols
first derivative reflectance
Oxisols
partial least squares regression
spectral assessments
surface paddy soil
Online Access:https://www.mdpi.com/2072-4292/9/10/1081

Internet

https://www.mdpi.com/2072-4292/9/10/1081

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