Repository for our spectral based estimation of soil properties using regression and classification.
In the regression folder you will find the python code, example data and instructions to install and run the code.
In the classification folder you will find the MATLAB code, example data for MATLAB and instructions to run the code.
Delgadillo-Duran, Diego A. and Vargas-García, Cesar A. and Varón-Ramírez, Viviana M. and Calderón, Francisco and Montenegro, Andrea C. and Reyes-Herrera, Paula H. Using vis-NIRS and ML to diagnose properties in colombian sugarcane soils (2022) arXiv. https://arxiv.org/abs/2012.12995