soil-spectroscopy

Here are 7 public repositories matching this topic...

l-ramirez-lopez / prospectr

R package: Misc. Functions for Processing and Sample Selection of Spectroscopic Data

r derivatives signal sampling r-package preprocessing spectroscopy infrared chemometrics nir resample pedometrics soil-spectroscopy near-infrared

Updated Sep 4, 2024
R

l-ramirez-lopez / resemble

Star

resemble is an R package which implements functions dedicated to non-linear modelling of complex spectroscopy data

machine-learning chemoinformatics spectroscopy spectral-data chemometrics nir local-regression pedometrics soil-spectroscopy lazy-learning spectral-library infrared-spectroscopy memory-based-learning

Updated Feb 16, 2024
R

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

Star

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

franckalbinet / mirzai

Star

Prediction of Exchangeable Potassium in Soil through Mid-Infrared Spectroscopy and Deep Learning: from Prediction to Explainability, Albinet et al., 2022

deep-learning interpretability soil-spectroscopy potassium nuclear-remediation