R scripts for predicting soil organic carbon using soil spectral library from visible, near-infrared and shortwave-infrared (VNIR) and middle-infrared (MIR) using LASSO and PLS regression methods and the target-oriented cross-validation strategy.
machine-learning
cross-validation
remote-sensing
partial-least-squares-regression
precision-agriculture
soil-spectroscopy
soil-science
soil-organic-carbon
least-absolute-selection-and-shrinkage-operator
soil-horizons
proximal-sensing
diffuse-reflectance
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Updated
Aug 20, 2023 - R