Evaluation of Machine Learning Algorithms for Surface Water Extraction in a Landsat 8 Scene of Nepal.

Acharya, Tri Dev; Subedi, Anoj; Lee, Dong Ha

Acharya, Tri Dev; Subedi, Anoj; Lee, Dong Ha.

Afiliação

Acharya TD; Institute of Industrial Technology, Kangwon National University, Chuncheon 24341, Korea. tridevacharya@kangwon.ac.kr.
Subedi A; Department of Civil Engineering, Kangwon National University, Chuncheon 24341, Korea. tridevacharya@kangwon.ac.kr.
Lee DH; School of Geomatics and Urban Spatial Information, Beijing University of Civil Engineering and Architecture, Beijing 102616, China. tridevacharya@kangwon.ac.kr.

Sensors (Basel) ; 19(12)2019 Jun 20.

Article em En | MEDLINE | ID: mdl-31226778

Palavras-chave

Landsat; Nepal; gradient boosted machines; machine learning; naive Bayes; neural networks; random forest; recursive partitioning and regression trees; support vector machines; surface water mapping

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: Sensors (Basel) Ano de publicação: 2019 Tipo de documento: Article

Texto completo

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PubMed Links

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: Sensors (Basel) Ano de publicação: 2019 Tipo de documento: Article