Comparison of machine learning algorithms for mapping mango plantations based on Gaofen-1 imagery

Comparison of machine learning algorithms for mapping mango plantations based on Gaofen-1 imagery

Mango is a commercial crop on Hainan Island, China, that is cultivated to develop the tropical rural economy. The development of accurate and up-to-date maps of the spatial distribution of mango plantations is necessary for agricultural monitoring and decision management by the local government. Pix...

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Bibliographic Details
Main Authors: Hong-xia LUO, Sheng-pei DAI, Mao-fen LI, En-ping LIU, Qian ZHENG, Ying-ying HU, Xiao-ping YI
Format: Article
Language:English
Published: Elsevier 2020-11-01
Series:Journal of Integrative Agriculture
Subjects:
mango plantations
GLCM texture
SVM
RF
GF-1
Online Access:http://www.sciencedirect.com/science/article/pii/S2095311920632087

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