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LANDSLIDE SUSCEPTIBILITY ASSESSMENT AROUND BABADAĞ (DENİZLİ) TOWN USING LOGISTIC REGRESSION METHOD

Yıl 2019, Cilt: 22 - Özel Sayı, 48 - 56, 29.11.2019
https://doi.org/10.17780/ksujes.594657

Öz

In this study landslide susceptibility assessments
were evaluated using logistic regression method around the Babadağ town
extending to 1133 km2. Almost 300 slide type landslides
corresponding 44km2 were identified in the area.  Some of the residential areas, agricultural
lands and lifeline systems has been severely damaged by landslides and more
than five hundreds dwellings were evacuated in the region. Among the landslide
conditioning factors; elevation, slope, plan and profile curvatures, proximity
to faults and rivers and geological maps have been prepared in Geographical
Information Systems environment with spatial resolution of 25 m The
performance of the susceptibility map when compared to the landslide inventory
revealed that high and very high susceptible zones correspond to 23 % of
the study area including 72.13% of the recorded landslides. 

Kaynakça

  • Bozkurt, E., & Oberhänsli, R., (2001). “Menderes Massif (Western Turkey): Structural, metamorphic and magmatic evolution - A synthesis”. International Journal of Earth Sciences. 89. 679-708. 10.1007/s005310000173.
  • Can, T., Nefeslioglu, H. A., Gokceoglu, C., Sonmez, H., & Duman, T. Y. (2005). Susceptibility assessments of shallow earthflows triggered by heavy rainfall at three catchments by logistic regression analyses. Geomorphology, 72(1-4), 250-271, doi:10.1016/j.geomorph.2005.05.011.
  • Cevik, S.Y., & Ulusay, R., (2005), “Engineering Geological Assessments of The Repeated Plane Shear Slope Instability Threatening Babadag (Turkey) And Its Environmental Impacts” Environ Geol (2005) 47: 685–701 doi:10.1007/s00254-004-1197-7.
  • Corominas, J., van Westen, C., Frattini, P., Cascini, L., Malet, J.P., Fotopoulou, S., Catani, F., Van Den Eeckhaut, M., Mavrouli, O., Agliardi, F., Pitilakis, K., Winter, M.G., Pastor, M., Ferlisi, S., Tofani, V., Hervas, J. & Smith, J.T. (2014). Recommendations for the quantitative analysis of landslide risk. Bulletin of Engineering Geology and the Environment, 73, 209-263, doi: 10.1007/s10064-013-0538-8.
  • Duman, T.Y., Olgun, Ş. Çan, T, Nefeslioğlu, H.A., Hamzaçebi, S., Durmaz, S., & Çörekçioğlu, Ş., (2009). “Türkiye Heyelan Envanteri Haritası-1:500.000 ölçekli Denizli Paftası”, MTA Özel Yayınlar Serisi-21, 22 s. Ankara.
  • Emre, Ö., Duman, T.Y., Özalp, S., Elmacı, H., Olgun, Ş., & Şaroğlu, F., (2013). Active fault map of Turkey with an explanatory text 1:1,250,000 scale. General Directorate of Mineral Research and Exploration, Special Publication Series 30.
  • Jenness, J. (2006). Topographic Position Index (tpi_jen.avx) extension for ArcView 3.x, v. 1.3a. Jenness Enterprises. http://www. jennessent.com/arcview/tpi.htm.
  • Konak, N., Şenel, M., A.Arbas, A.Ayhan, M.Y.Barkut, E.Başkan, J.P.Bassaget, H.Baş, E.Başarır, T.Bilgiç, Z.R.Bilgin, A. Bilgin, A.Boray, A.S.Bölükbaşı, B.Can, O.Candan, B. Coşkun, M.H. Çakır, A. Çağlayan, A.Çakmakoğlu, E. Çörekçioğlu, E. Deveciler, M.A.Dinçer, O.Ö. Dora, E.Durukan, E. Elibol, B.Erakman, T. Ercan, A.Erdoğan, E.Ergül, Ş. Ersoy, T.Eşder, E. Gökalp, F.Göktaş, M.Z. Gözler, P.de.Graciansky, M.A. Gül, N.Gültekin, E. Günay, Y.Günay, H.Y. Hakyemez, M.N.Hepşen, İ. Iğdır, G.Kadınkız, A.Kara, T. Karaman, İ.H. Karamanderesi, M.Kastelli, E.Kerey, B. Keskin, H. Keskin, N. Konak, B.Korkmazer, N.Kun, G.P. Lozej, D. Maitre, H. Mengi, M.Meşhur, Y.Metin, O.Monod, T.Öngür, H. Öcal, M.Önalan, & İ.Özkan, (2002). 1/500000 Ölçekli Türkiye Jeoloji Haritası Denizli Paftası, Maden Tetkik ve Arama Genel Müdürlüğü.
  • Kumsar, H., Aydan, Ö., Tano, H., & Çelik, S.B., (2016). “An Integrated Geomechanical Investigation, Multi-Parameter Monitoring and Analyses of Babadağ-Gündoğdu Creep-like Landslide”, Rock Mech Rock Eng (2016) 49:2277–2299 DOI 10.1007/s00603-015-0826-7.
  • Reichenbach, P., Rossi, M., Malamud, B.D., Mihir, M., & Guzzetti, F., (2018). “A review of statistically-based landslide susceptibility models” Earth-Science Reviews 180 (2018) 60–91.
  • Tekin, S., & Çan, T., (2018) Effects of Landslide Sampling Strategies on the Prediction Skill of Landslide Susceptibility Modellings. Journal of the Indian Remote Sensing, Doi 10.1007/s12524-018-0800-4.
  • Westaway, R., (1993) Neogene evolution of the Denizli region of western Turkey. J Struct Geol 15(1):37–53.
  • Zhao, Z., Wang, Y., Feng, Q., Li, J., & Zhao, X., (2018). “Triggering mechanism and deformation characteristics of a reactivated ancient landslide, Sichuan Province, China”, Landslides (2019) 16:383–393 DOI 10.1007/s10346-018-1111-0.

LANDSLIDE SUSCEPTIBILITY ASSESSMENT AROUND BABADAĞ (DENİZLİ) TOWN USING LOGISTIC REGRESSION METHOD

Yıl 2019, Cilt: 22 - Özel Sayı, 48 - 56, 29.11.2019
https://doi.org/10.17780/ksujes.594657

Öz

In this study landslide susceptibility assessments
were evaluated using logistic regression method around the Babadağ town
extending to 1133 km2. Almost 300 slide type landslides
corresponding 44km2 were identified in the area.  Some of the residential areas, agricultural
lands and lifeline systems has been severely damaged by landslides and more
than five hundreds dwellings were evacuated in the region. Among the landslide
conditioning factors; elevation, slope, plan and profile curvatures, proximity
to faults and rivers and geological maps have been prepared in Geographical
Information Systems environment with spatial resolution of 25 m The
performance of the susceptibility map when compared to the landslide inventory
revealed that high and very high susceptible zones correspond to 23 % of
the study area including 72.13% of the recorded landslides. 

Kaynakça

  • Bozkurt, E., & Oberhänsli, R., (2001). “Menderes Massif (Western Turkey): Structural, metamorphic and magmatic evolution - A synthesis”. International Journal of Earth Sciences. 89. 679-708. 10.1007/s005310000173.
  • Can, T., Nefeslioglu, H. A., Gokceoglu, C., Sonmez, H., & Duman, T. Y. (2005). Susceptibility assessments of shallow earthflows triggered by heavy rainfall at three catchments by logistic regression analyses. Geomorphology, 72(1-4), 250-271, doi:10.1016/j.geomorph.2005.05.011.
  • Cevik, S.Y., & Ulusay, R., (2005), “Engineering Geological Assessments of The Repeated Plane Shear Slope Instability Threatening Babadag (Turkey) And Its Environmental Impacts” Environ Geol (2005) 47: 685–701 doi:10.1007/s00254-004-1197-7.
  • Corominas, J., van Westen, C., Frattini, P., Cascini, L., Malet, J.P., Fotopoulou, S., Catani, F., Van Den Eeckhaut, M., Mavrouli, O., Agliardi, F., Pitilakis, K., Winter, M.G., Pastor, M., Ferlisi, S., Tofani, V., Hervas, J. & Smith, J.T. (2014). Recommendations for the quantitative analysis of landslide risk. Bulletin of Engineering Geology and the Environment, 73, 209-263, doi: 10.1007/s10064-013-0538-8.
  • Duman, T.Y., Olgun, Ş. Çan, T, Nefeslioğlu, H.A., Hamzaçebi, S., Durmaz, S., & Çörekçioğlu, Ş., (2009). “Türkiye Heyelan Envanteri Haritası-1:500.000 ölçekli Denizli Paftası”, MTA Özel Yayınlar Serisi-21, 22 s. Ankara.
  • Emre, Ö., Duman, T.Y., Özalp, S., Elmacı, H., Olgun, Ş., & Şaroğlu, F., (2013). Active fault map of Turkey with an explanatory text 1:1,250,000 scale. General Directorate of Mineral Research and Exploration, Special Publication Series 30.
  • Jenness, J. (2006). Topographic Position Index (tpi_jen.avx) extension for ArcView 3.x, v. 1.3a. Jenness Enterprises. http://www. jennessent.com/arcview/tpi.htm.
  • Konak, N., Şenel, M., A.Arbas, A.Ayhan, M.Y.Barkut, E.Başkan, J.P.Bassaget, H.Baş, E.Başarır, T.Bilgiç, Z.R.Bilgin, A. Bilgin, A.Boray, A.S.Bölükbaşı, B.Can, O.Candan, B. Coşkun, M.H. Çakır, A. Çağlayan, A.Çakmakoğlu, E. Çörekçioğlu, E. Deveciler, M.A.Dinçer, O.Ö. Dora, E.Durukan, E. Elibol, B.Erakman, T. Ercan, A.Erdoğan, E.Ergül, Ş. Ersoy, T.Eşder, E. Gökalp, F.Göktaş, M.Z. Gözler, P.de.Graciansky, M.A. Gül, N.Gültekin, E. Günay, Y.Günay, H.Y. Hakyemez, M.N.Hepşen, İ. Iğdır, G.Kadınkız, A.Kara, T. Karaman, İ.H. Karamanderesi, M.Kastelli, E.Kerey, B. Keskin, H. Keskin, N. Konak, B.Korkmazer, N.Kun, G.P. Lozej, D. Maitre, H. Mengi, M.Meşhur, Y.Metin, O.Monod, T.Öngür, H. Öcal, M.Önalan, & İ.Özkan, (2002). 1/500000 Ölçekli Türkiye Jeoloji Haritası Denizli Paftası, Maden Tetkik ve Arama Genel Müdürlüğü.
  • Kumsar, H., Aydan, Ö., Tano, H., & Çelik, S.B., (2016). “An Integrated Geomechanical Investigation, Multi-Parameter Monitoring and Analyses of Babadağ-Gündoğdu Creep-like Landslide”, Rock Mech Rock Eng (2016) 49:2277–2299 DOI 10.1007/s00603-015-0826-7.
  • Reichenbach, P., Rossi, M., Malamud, B.D., Mihir, M., & Guzzetti, F., (2018). “A review of statistically-based landslide susceptibility models” Earth-Science Reviews 180 (2018) 60–91.
  • Tekin, S., & Çan, T., (2018) Effects of Landslide Sampling Strategies on the Prediction Skill of Landslide Susceptibility Modellings. Journal of the Indian Remote Sensing, Doi 10.1007/s12524-018-0800-4.
  • Westaway, R., (1993) Neogene evolution of the Denizli region of western Turkey. J Struct Geol 15(1):37–53.
  • Zhao, Z., Wang, Y., Feng, Q., Li, J., & Zhao, X., (2018). “Triggering mechanism and deformation characteristics of a reactivated ancient landslide, Sichuan Province, China”, Landslides (2019) 16:383–393 DOI 10.1007/s10346-018-1111-0.
Toplam 13 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Yer Bilimleri ve Jeoloji Mühendisliği (Diğer)
Bölüm Araştırma Makalesi
Yazarlar

Tolga Çan

Senem Tekin 0000-0001-7734-9700

Yayımlanma Tarihi 29 Kasım 2019
Gönderilme Tarihi 20 Temmuz 2019
Yayımlandığı Sayı Yıl 2019Cilt: 22 - Özel Sayı

Kaynak Göster

APA Çan, T., & Tekin, S. (2019). LANDSLIDE SUSCEPTIBILITY ASSESSMENT AROUND BABADAĞ (DENİZLİ) TOWN USING LOGISTIC REGRESSION METHOD. Kahramanmaraş Sütçü İmam Üniversitesi Mühendislik Bilimleri Dergisi, 22, 48-56. https://doi.org/10.17780/ksujes.594657