A Memory-Based Learning Approach as Compared to Other Data Mining Algorithms for the Prediction of Soil Texture Using Diffuse Reflectance Spectra

A Memory-Based Learning Approach as Compared to Other Data Mining Algorithms for the Prediction of Soil Texture Using Diffuse Reflectance Spectra

Successful determination of soil texture using reflectance spectroscopy across Visible and Near-Infrared (VNIR, 400–1200 nm) and Short-Wave-Infrared (SWIR, 1200–2500 nm) ranges depends largely on the selection of a suitable data mining algorithm. The objective of this research was to explore whether...

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Bibliographic Details
Main Authors: Asa Gholizadeh, Luboš Borůvka, Mohammadmehdi Saberioon, Radim Vašát
Format: Article
Language:English
Published: MDPI AG 2016-04-01
Series:Remote Sensing
Subjects:
Technosols
model performance
VNIR/SWIR spectroscopy
PLSR
SVMR
BRT
Online Access:http://www.mdpi.com/2072-4292/8/4/341

Internet

http://www.mdpi.com/2072-4292/8/4/341

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