Machine Learning-Based Species Classification Methods Using DART-TOF-MS Data for Five Coniferous Wood Species

Machine Learning-Based Species Classification Methods Using DART-TOF-MS Data for Five Coniferous Wood Species

Various problems worldwide are caused by illegal production and distribution of timber, such as deception about timber species and origin and illegal logging. Numerous studies on wood tracking are being conducted around the world to demonstrate the legitimacy of timber. Tree species identification i...

Full description

Bibliographic Details
Main Authors: Geonha Park, Yun-Gyo Lee, Ye-Seul Yoon, Ji-Young Ahn, Jei-Wan Lee, Young-Pyo Jang
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Forests
Subjects:
DART-TOF-MS
wood species classification
machine learning
classification method
artificial neural network (ANN)
random forest (RF)
Online Access:https://www.mdpi.com/1999-4907/13/10/1688

Internet

https://www.mdpi.com/1999-4907/13/10/1688

Similar Items