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dc.contributor.authorAkgun, A.
dc.contributor.authorSezer, E. A.
dc.contributor.authorNefeslioglu, H. A.
dc.contributor.authorGokceoglu, C.
dc.contributor.authorPradhan, B.
dc.date.accessioned2019-12-13T10:57:43Z
dc.date.available2019-12-13T10:57:43Z
dc.date.issued2012
dc.identifier.issn0098-3004
dc.identifier.urihttps://doi.org/10.1016/j.cageo.2011.04.012
dc.identifier.urihttp://hdl.handle.net/11655/18907
dc.description.abstractIn this study, landslide susceptibility mapping using a completely expert opinion-based approach was applied for the Sinop (northern Turkey) region and its close vicinity. For this purpose, an easy-to-use program, "MamLand," was developed for the construction of a Mamdani fuzzy inference system and employed in MATLAB. Using this newly developed program, it is possible to construct a landslide susceptibility map based on expert opinion. In this study, seven conditioning parameters characterising topographical, geological, and environmental conditions were included in the FIS. A landslide inventory dataset including 351 landslide locations was obtained for the study area. After completing the data production stage of the study, the data were processed using a soft computing approach, i.e., a Mamdani-type fuzzy inference system. In this system, only landslide conditioning data were assessed, and landslide inventory data were not included in the assessment approach. Thus, a file depicting the landslide susceptibility degrees for the study area was produced using the Mamdani FIS. These degrees were then exported into a GIS environment, and a landslide susceptibility map was produced and assessed in point of statistical interpretation. For this purpose, the obtained landslide susceptibility map and the landslide inventory data were compared, and an area under curve (AUC) obtained from receiver operating characteristics (ROC) assessment was carried out. From this assessment, the AUG value was found to be 0.855, indicating that this landslide susceptibility map, which was produced in a data-independent manner, was successful. (C) 2011 Elsevier Ltd. All rights reserved.
dc.language.isoen
dc.publisherPergamon-Elsevier Science Ltd
dc.relation.isversionof10.1016/j.cageo.2011.04.012
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectComputer Science
dc.subjectGeology
dc.titleAn Easy-To-Use Matlab Program (Mamland) For The Assessment Of Landslide Susceptibility Using A Mamdani Fuzzy Algorithm
dc.typeinfo:eu-repo/semantics/article
dc.relation.journalComputers & Geosciences
dc.contributor.departmentJeoloji Mühendisliği
dc.identifier.volume38
dc.identifier.issue1
dc.identifier.startpage23
dc.identifier.endpage34
dc.indexingWoS


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