Land-cover change detection in a part of Cameron Highlands, Malaysia Using ETM+ satellite imagery and support vector machine (SVM) algorithm

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dc.contributor.authorAyub Mohammadi
dc.contributor.authorHiman Shahabi
dc.contributor.authorBaharin Bin Ahmad
dc.coverage.publicationMalaysia
dc.date.accessioned2024-05-15T01:44:07Z
dc.date.available2024-05-15T01:44:07Z
dc.date.issued2019
dc.description.abstractThe importance of the land cover map in many areas including environmental issues, regional planning, sustainable development and many other issues has been considered in the global literature. This study aims to detect land cover changes that occurred in a part of Cameron Highlands, Pahang, Malaysia for a decade between early 2008 until the late 2017. However, in this research Landsat-7 (ETM+) satellite data (2008 and 2017) were acquired and corrected using environment for visualizing images (ENVI) software. Support vector machine (SVM) model was used to classify land covers of both years.
dc.identifier.citationMohammadi, A., Shahabi, H., & Bin Ahmad, B. (2019). Land-cover change detection in a part of Cameron Highlands, Malaysia using ETM+ satellite imagery and support vector machine (SVM) algorithm. EnvironmentAsia, 12(2).
dc.identifier.urihttps://repoemc.ukm.my/handle/123456789/718
dc.languageen
dc.publisherThai Society of Higher Eduation Institutes on Environment
dc.publisher.alternativeEnvironmentAsia
dc.subjectRemote sensing techniques
dc.subjectGeographical information system
dc.subjectLandsat image
dc.subjectCameron Highlands
dc.titleLand-cover change detection in a part of Cameron Highlands, Malaysia Using ETM+ satellite imagery and support vector machine (SVM) algorithm

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