Integrating terahertz time-domain spectroscopy with XGBoost for rapid and interpretable species-level wood identification of <i>Pterocarpus</i>

Integrating terahertz time-domain spectroscopy with XGBoost for rapid and interpretable species-level wood identification of <i>Pterocarpus</i>

<p>Overexploitation of global forest resources has led to severe survival pressure on endangered <i>Pterocarpus</i> species, and the illegal trade of their wood poses a serious threat to biodiversity and market order. To achieve accurate identification of <i>Pterocarpus</i...

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Bibliographic Details
Main Author: Min Yu (120607) (author)
Other Authors: Jiawei Chu (22622217) (author), Jingjing Wang (140791) (author), Jia Yan (1941058) (author), Peng Xu (17962) (author), Hang Qi (2317060) (author), Shengquan Liu (1615450) (author), Liang Zhou (85586) (author), Lichao Jiao (12277359) (author), Junlan Gao (1571311) (author)
Published: 2025
Subjects:
Ecology
Science Policy
Plant Biology
Space Science
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Wood identification
terahertz time-domain spectroscopy
electromagnetic radiationt
feature selection
Shapley additive exPlanations
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