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proximal-sensing

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eupassarinho / soil-carbon-and-spectroscopy-with-PLS-and-LASSO

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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
  • Updated Aug 20, 2023
  • R

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