Improving the accuracy of soil organic carbon content prediction based on visible and near-infrared spectroscopy and machine learning
Improving the accuracy of soil organic carbon content prediction based on visible and near-infrared spectroscopy and machine learning
Mingxing Xu,Xianyao Chu,2 Authors,Shaohua Wu
2021 · DOI: 10.1007/s12665-021-09582-x
Environmental Earth Sciences · 34 Citations
TLDR
The FDR of Vis–NIR spectroscopy combined with the SVMR model is recommended over the PLSR and WNN modeling techniques for the high-accuracy determination of the SOC content.