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

• 作 者: LUO Hong-xia DAI Sheng-pei LI
• 机 构: InstituteofScientificandTechnicalInformation,LandUseKeyLaboratoryoftheMinistryofNaturalResourcesofCh
• 出 处: 农业科学学报:英文版
• 发表日期: 2020年11期
• 关键词: mango plantations GLCM texture SVM RF GF-1
• 基金项目: This research was funded by the Opening Foundation Program of Land Use Key Laboratory of the Ministry of Natural Resources of China,the Hainan Provincial Key Laboratory of Practical Research on Tropic

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 decisi