Land use/cover classification in an arid desert-oasis mosaic landscape of China using remote sensed imagery: Performance assessment of four machine learning algorithms

The importance of land use and cover change (LUCC) has gradually attracted more attention due to its influence on the climate and ecosystem. Consequently, the necessity of accurate LUCC mapping has become increasingly apparent. Over the past decades, although a large number of machine learning algor...

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Bibliographic Details
Main Authors: Genbatu Ge, Zhongjie Shi, Yuanjun Zhu, Xiaohui Yang, Yuguang Hao
Format: Article
Language:English
Published: Elsevier 2020-06-01
Series:Global Ecology and Conservation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2351989420300202