Combinations of Feature Selection and Machine Learning Algorithms for Object-Oriented Betel Palms and Mango Plantations Classification Based on Gaofen-2 Imagery

Combinations of Feature Selection and Machine Learning Algorithms for Object-Oriented Betel Palms and Mango Plantations Classification Based on Gaofen-2 Imagery

Betel palms and mango plantations are two crucial commercial crops in tropical agricultural areas. Accurate spatial distributions of these two crops are essential in tropical agricultural regional planning and management. However, the characteristics of small patches, scattering, and perennation mak...

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Bibliographic Details
Main Authors: Hongxia Luo, Maofen Li, Shengpei Dai, Hailiang Li, Yuping Li, Yingying Hu, Qian Zheng, Xuan Yu, Jihua Fang
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Remote Sensing
Subjects:
feature selection
betel palms and mango plantations
machine learning classifier
Gaofen-2
Online Access:https://www.mdpi.com/2072-4292/14/7/1757

Internet

https://www.mdpi.com/2072-4292/14/7/1757

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