A New Machine Learning Approach in Detecting the Oil Palm Plantations Using Remote Sensing Data

A New Machine Learning Approach in Detecting the Oil Palm Plantations Using Remote Sensing Data

The rapid expansion of oil palm is a major driver of deforestation and other associated damage to the climate and ecosystem in tropical regions, especially Southeast Asia. It is therefore necessary to precisely detect and monitor oil palm plantations to safeguard the ecosystem services and biodivers...

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Bibliographic Details
Main Authors: Kaibin Xu, Jing Qian, Zengyun Hu, Zheng Duan, Chaoliang Chen, Jun Liu, Jiayu Sun, Shujie Wei, Xiuwei Xing
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Remote Sensing
Subjects:
oil palm detection
Landsat
Sentinel
land cover classification
random forest
Online Access:https://www.mdpi.com/2072-4292/13/2/236

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