ML-LUM: A system for land use mapping by machine learning algorithms
Journal of Computer Languages(2019)
摘要
The land use mapping refers to mapping and assessing changes and patterns of land use. The use of agricultural land maps becomes increasingly important. The governments, private sectors, research agencies, and community groups rely on land use mapping data for natural resource assessment, monitoring, and planning. Finding an effective mapping approach is thereby crucial for natural resource condition monitoring and investment, agricultural productivity, sustainability and planning, biodiversity conservation, natural disaster management, and bio-security.
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关键词
Image data mining,Classification,Capsule network,CNN,Land use mapping,Visualization
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