Rapid Determination of Soil Horizons and Suborders Based on VIS-NIR-SWIR Spectroscopy and Machine Learning Models.
Karym Mayara de OliveiraRenan FalcioniJoão Vitor Ferreira GonçalvesCaio Almeida de OliveiraWeslei Augusto MendonçaLuís Guilherme Teixeira CrusiolRoney Berti de OliveiraRenato Herrig FurlanettoAmanda Silveira ReisMarcos Rafael NanniPublished in: Remote. Sens. (2023)
Keyphrases
- machine learning models
- vis nir
- spectral data
- least squares support vector machine
- machine learning approaches
- spam filtering
- machine learning algorithms
- machine learning
- ls svm
- learning models
- principal components
- predictive model
- neural network
- partial least squares
- machine learning methods
- generative model
- feature space