A Stacking-Based Ensemble Learning Method for Available Nitrogen Soil Prediction with a Handheld Micronear-Infrared Spectrometer
A Stacking-Based Ensemble Learning Method for Available Nitrogen Soil Prediction with a Handheld Micronear-Infrared Spectrometer
Midi Wan,Xiu Jin,5 Authors,Qijuan Gao
2023 · DOI: 10.1007/s10812-023-01491-0
Journal of Applied Spectroscopy · 7 Citations
TLDR
The results show that the range and characteristics of the spectra can be used to make relevant predictions , and the micro-NIR spectra are variable under different pre-treatments, and the stacked model achieves the best performance of all the models tested.