Detection of Tree Species in Beijing Plain Afforestation Project Using Satellite Sensors and Machine Learning Algorithms

Mapping tree species distributions in urban areas is significant for managing afforestation plans and pest infestations but can be challenging over large areas. This research compared the classification accuracy of three data sources and three machine learning algorithm combinations. It evaluated th...

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Bibliographic Details
Main Authors: Xudong Zhang, Linfeng Yu, Quan Zhou, Dewei Wu, Lili Ren, Youqing Luo
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Forests
Subjects:
Online Access:https://www.mdpi.com/1999-4907/14/9/1889