Tree Species Classification from UAV Canopy Images with Deep Learning Models

Tree Species Classification from UAV Canopy Images with Deep Learning Models

Forests play a critical role in the provision of ecosystem services, and understanding their compositions, especially tree species, is essential for effective ecosystem management and conservation. However, identifying tree species is challenging and time-consuming. Recently, unmanned aerial vehicle...

Full description

Bibliographic Details
Main Authors: Yunmei Huang, Botong Ou, Kexin Meng, Baijian Yang, Joshua Carpenter, Jinha Jung, Songlin Fei
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Remote Sensing
Subjects:
species classification
UAV
RGB
deep learning
temperate forest
supervised learning
Online Access:https://www.mdpi.com/2072-4292/16/20/3836

Internet

https://www.mdpi.com/2072-4292/16/20/3836

Similar Items