Rapid Determination of Soil Horizons and Suborders Based on VIS-NIR-SWIR Spectroscopy and Machine Learning Models

Rapid Determination of Soil Horizons and Suborders Based on VIS-NIR-SWIR Spectroscopy and Machine Learning Models

In an effort to improve the efficiency of soil classification, traditional methods are being combined with analytical and computational techniques. This integration has strengthened the connection between conventional classification and the application of machine-learning (ML) models to interpret so...

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Bibliographic Details
Main Authors: Karym Mayara de Oliveira, Renan Falcioni, João Vitor Ferreira Gonçalves, Caio Almeida de Oliveira, Weslei Augusto Mendonça, Luís Guilherme Teixeira Crusiol, Roney Berti de Oliveira, Renato Herrig Furlanetto, Amanda Silveira Reis, Marcos Rafael Nanni
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Remote Sensing
Subjects:
data modeling
predictive model
reflectance
remote sensing
soil spectral behavior
soil classification
Online Access:https://www.mdpi.com/2072-4292/15/19/4859

Internet

https://www.mdpi.com/2072-4292/15/19/4859

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