Temporal monitoring of land use/land cover change in Kahramanmaraş city center

MakaleAçık Erişim
  • SDG 11 · Sürdürülebilir Şehirler ve Topluluklar
  • SDG 15 · Karasal Yaşam

Özet

Irregular urbanization causes problems such as decrease in fertile agricultural areas, irregular industrialization and urbanization. To provide a healthier life opportunity for future generations without disturbing nature, it is essential to determine the temporal changes in land use and to make land management plans accordingly. In this study, land use/land cover (LULC) change occurred in Kahramanmaras province within 30 years was investigated by remote sensing and integration of Geographic Information Systems. Landsat satellite images of 1988-1998-2008-2018 were obtained for the production of LULC maps. Each image was classified according to supervised classification approach using the support vector machines (SVMs) algorithms. The confusion matrix was created for each year to examine the accuracy of the LULC maps. The overall accuracy of the thematic maps was obtained as 91.76%, 93.56%, 86.89% and 88.29%, respectively. Also, Kappa values of thematic maps for each year were obtained as 0.88, 0.91, 0.81 and 0.84, respectively. When the results were examined, the development of industry in the city area and the construction of the airport contributed to the development of the social and economic structure of the city. The increase in the number of housing in the related regions has led to an increase in the amount of urban areas and a decrease in agricultural areas.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/gumushane/13334Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.31127/tuje.707156Yayıncı resmi DOI adresi
Tam Kayıt
AlanDeğerDil
dc.contributor.authorAliyazicioglu, Kubra
dc.contributor.authorBeker, Fatmanur
dc.contributor.authorTopaloglu, Raziye Hale
dc.contributor.authorBilgilioglu, Burhan Baha
dc.contributor.authorComert, Resul
dc.date.accessioned2026-10-22T10:21:13.739650501Z
dc.date.available2026-10-22T10:21:13.739650501Z
dc.date.issued2021
dc.description.abstractIrregular urbanization causes problems such as decrease in fertile agricultural areas, irregular industrialization and urbanization. To provide a healthier life opportunity for future generations without disturbing nature, it is essential to determine the temporal changes in land use and to make land management plans accordingly. In this study, land use/land cover (LULC) change occurred in Kahramanmaras province within 30 years was investigated by remote sensing and integration of Geographic Information Systems. Landsat satellite images of 1988-1998-2008-2018 were obtained for the production of LULC maps. Each image was classified according to supervised classification approach using the support vector machines (SVMs) algorithms. The confusion matrix was created for each year to examine the accuracy of the LULC maps. The overall accuracy of the thematic maps was obtained as 91.76%, 93.56%, 86.89% and 88.29%, respectively. Also, Kappa values of thematic maps for each year were obtained as 0.88, 0.91, 0.81 and 0.84, respectively. When the results were examined, the development of industry in the city area and the construction of the airport contributed to the development of the social and economic structure of the city. The increase in the number of housing in the related regions has led to an increase in the amount of urban areas and a decrease in agricultural areas.
dc.identifier.doi10.31127/tuje.707156
dc.identifier.endpage140
dc.identifier.issn2587-1366
dc.identifier.issue3
dc.identifier.scopus2-s2.0-85167580121
dc.identifier.startpage134
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/gumushane/13334
dc.identifier.volume5
dc.language.isoen
dc.publisherMurat Yakar
dc.relation.ispartofTurkish Journal of Engineering
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectChange detection
dc.subjectKahramanmaraş
dc.subjectLand cover
dc.subjectLand use
dc.subjectSupport vector machines
dc.titleTemporal monitoring of land use/land cover change in Kahramanmaraş city center
dc.typeArticle
dspace.entity.typePublication
rdl.citation.openalex13
rdl.citation.scopus9
rdl.citation.trdizin4
rdl.oa.statusgold
rdl.oa.urlhttps://dergipark.org.tr/en/download/article-file/1094207
rdl.sdgSDG11
rdl.sdgSDG15
rdl.source.indexSCOPUS
rdl.source.indexTRDIZIN