A novel NIRS modelling method with OPLS-SPA and MIX-PLS for timber evaluation

The identification of timber properties is important for safe application. Near Infrared Spectroscopy (NIRS) technology is widely-used because of its simplicity, efficiency, and positive environmental attributes. However, in its application, weak signals are extracted from complex, overlapping and c...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Journal of forestry research 2022-02, Vol.33 (1), p.369-376
Hauptverfasser:	Chen, Jinhao, Yu, Huilig, Jiang, Dapeng, Zhang, Yizhuo, Wang, Keqi
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Biomedical and Life Sciences Calibration Correlation coefficient Correlation coefficients Error reduction Forestry Infrared spectra Infrared spectroscopy Least squares Life Sciences Machine learning Mean square errors Mechanical properties Methods Model accuracy Modelling Modulus of elasticity Near infrared radiation Noise control Original Paper Root-mean-square errors Spectral bands Spectrum analysis Timber
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!