Google Earth engine based approach for finding fire locations and burned areas in Muğla, Turkey

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dc.authorid0000-0002-4875-4800
dc.contributor.authorÇavdaroğlu, Gülsüm Çiğdemen_US
dc.date.accessioned2026-01-29T10:39:39Z
dc.date.available2026-01-29T10:39:39Z
dc.date.issued2021-10-05
dc.departmentIşık Üniversitesi, İktisadi, İdari ve Sosyal Bilimler Fakültesi, Enformasyon Teknolojileri Bölümüen_US
dc.departmentIşık University, Faculty of Economics, Administrative and Social Sciences, Department of Information Technologiesen_US
dc.description.abstractForests are considered as one of the main sources of biodiversity. Forest fires caused by various reasons pose a high risk in terms of biodiversity. Therefore, mapping of fire zones is of great importance in determining the damage caused by the fire, managing the fire process, and planning the interventions in the fire zone. Although remote sensing is a fast and cost-effective methodology for mapping fire zones, the implementation of the remote sensing methodologies is problematic in some respects. The web-based Google Earth Engine makes possible to access the satellite imagery and process the imagery easily. The research area of this study is Muğla, Turkey in where many forest fires broke out in 2021 summer. This study provides an implementation of normalized burn ratio which is widely used to highlight burned areas on Google Earth Engine platform. Both vector data and satellite images were used in the study. The vector data is in the shape file format and was uploaded to the Google Earth Engine platform as a table. The Sentinel-2 imagery was used to calculate normalized burn ratio. The satellite imagery was clipped using the table data. The difference pre-fire and post-fire images was calculated, and the classes were assigned to the pixels according to the normalized burn ratio ranges. The study indicates that finding the burned areas and constructing the burn severity levels can be realized in 1.32 minutes on Google Earth Engine platform.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationÇavdaroğlu, G. Ç. (2021). Google Earth engine based approach for finding fire locations and burned areas in Muğla, Turkey. American Journal of Remote Sensing, 9(2), 72-77. doi:https://dx.doi.org/10.11648/j.ajrs.20210902.12en_US
dc.identifier.endpage77
dc.identifier.issn2328-5788
dc.identifier.issn2328-580X
dc.identifier.issue2
dc.identifier.startpage72
dc.identifier.urihttps://hdl.handle.net/11729/6958
dc.identifier.urihttps://dx.doi.org/10.11648/j.ajrs.20210902.12
dc.identifier.volume9
dc.institutionauthorÇavdaroğlu, Gülsüm Çiğdemen_US
dc.institutionauthorid0000-0002-4875-4800
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherScience Publishing Groupen_US
dc.relation.ispartofAmerican Journal of Remote Sensingen_US
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectBurn ratioen_US
dc.subjectForest fireen_US
dc.subjectBurn severityen_US
dc.subjectRemote sensingen_US
dc.titleGoogle Earth engine based approach for finding fire locations and burned areas in Muğla, Turkeyen_US
dc.typeArticleen_US
dspace.entity.typePublicationen_US

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