Araştırma Makalesi


DOI :10.30897/ijegeo.1457292   IUP :10.30897/ijegeo.1457292    Tam Metin (PDF)

Investigation of GIS-based Analytical Hierarchy Process for Multi-Criteria Earthquake Risk Assessment: The Case Study of Kahramanmaras Province

Muhammed Enes AtikObaidurrahman Safi

The risk level that earthquakes pose to the environment depends on different factors. Correctly analyzing the effects of these factors is a crucial step in identifying risky areas before the earthquake. Geographic information systems (GIS) provide essential tools for determining the weights of these factors, analyzing them, and creating risk maps. Two devastating earthquakes occurred in Türkiye in February 2023, centered in Kahramanmaras. In this study, research was carried out to estimate the damage caused by the earthquake in Kahramanmaras by analyzing pre-earthquake data with GIS. The determined factors are seven: fault line risk zone, epicenter risk zone, depth of the magnitude, slope, curvature, population density, and building density. These factors have created different weighting scenarios with the Analytical Hierarchy Process (AHP). As a result of the analyses, risk maps were produced. Evaluations were made by comparing the risk maps produced with DPM. The findings emphasize the importance of considering multiple risk criteria when assessing earthquake risk.


PDF Görünüm

Referanslar

  • Adams, B. J., Huyck, C. K., Mansouri, B., Eguchi, R. T., Shinozuka, M. (2004). Application of high-resolution optical satellite imagery for post-earthquake damage assessment: The 2003 boumerdes (algeria) and bam (iran) earthquakes. Research Progress and Accomplishments 2003-2004, Buffalo: MCEER. google scholar
  • AFAD (2023). PRESS BULLETIN-36 about the Earthquake in Kahramanmaraş. google scholar
  • Alexander, D. (1991). Information technology in real-time for monitoring and managing natural disasters. Progress in Physical Geography, 15(3), 238-260. google scholar
  • Chen, K. H., Bürgmann, R., Nadeau, R. M. (2013). Do earthquakes talk to each other? Triggering and interaction of repeating sequences at Parkfield. Journal of Geophysical Research: Solid Earth, 118(1), 165-182. google scholar
  • Earth Observatory of Singapore - Remote Sensing Lab (2023). google scholar
  • Elnashai, A. S., Di Sarno, L. (2015). Fundamentals of earthquake engineering: from source to fragility. John Wiley & Sons. google scholar
  • Erden, T., Karaman, H. (2012). Analysis of earthquake parameters to generate hazard maps by integrating AHP and GIS for Küçükçekmece region. Natural Hazards and Earth System Sciences, 12(2), 475-483. google scholar
  • Fan, Y., Wen, Q., Wang, W., Wang, P., Li, L., Zhang, P. (2017). Quantifying disaster physical damage using remote sensing data—A technical work flow and case study of the 2014 Ludian earthquake in China. International Journal of Disaster Risk Science, 8, 471488. google scholar
  • Hashemi, M., Alesheikh, A. A. (2011). A GIS-based earthquake damage assessment and settlement methodology. Soil dynamics and earthquake engineering, 31(11), 1607-1617. google scholar
  • Jena, R., Pradhan, B., Beydoun, G. (2020). Earthquake vulnerability assessment in Northern Sumatra province by using a multi-criteria decision-making model. International journal of disaster risk reduction, 46, 101518. google scholar
  • Konukcu, B. E., Karaman, H., Şahin, (2016). M. Determination of Road Functionality for Küçükçekmece District Following a Scenario Earthquake for Istanbul. International Journal of Environment and Geoinformatics, 3(1), 29-43. google scholar
  • Laituri, M., Kodrich, K. (2008). On line disaster response community: People as sensors of high magnitude disasters using internet GIS. Sensors, 8(5), 3037-3055. google scholar
  • Lu, L., Wang, Z. J., Song, M. L., Arai, K. (2015). Stability analysis of slopes with ground water during earthquakes. Engineering Geology, 193, 288-296. google scholar
  • Malczewski, J., Liu, X. (2014). Local ordered weighted averaging in GIS-based multicriteria analysis. Annals of GIS, 20(2), 117-129. google scholar
  • Menderes, A., Erener, A., Sarp, G. (2015). Automatic detection of damaged buildings after earthquake hazard by using remote sensing and information technologies. Procedia Earth and Planetary Science, 15, 257-262. google scholar
  • Michael Cleveland, K., Ammon, C. J. (2013). Precise relative earthquake location using surface waves. Journal of Geophysical Research: Solid Earth, 118(6), 2893-2904. google scholar
  • Mihiretie, A. (2022). Assessment of Malaria Risk Using GIS and Multi Criteria: The Case Study of East Gojjam Zone, Ethiopia. International Journal of Environment and Geoinformatics (IJEGEO), 9(1), 7478. doi.org/10.30897/ijegeo.781219 google scholar
  • Nwe, Z. Z., Tun, K. T. (2016). Seismic hazard Analysis using AHP-GIS. Int. J. Res. Chem. Metallurg. Civ. Eng, 3, 1442-1450. google scholar
  • QGIS Development Team. QGIS Geographic Information System (version 3.18). Open Source Geospatial Foundation; 2021. https://qgis.org/. google scholar
  • Saaty, R. W. (1987). The analytic hierarchy process— what it is and how it is used. Mathematical modelling, 9(3-5), 161-176. google scholar
  • Safi, O., Atik, M. E. (2023). Analyzing optimal routes to safe areas using OpenStreetMap and very high-resolution remote sensing imagery. Intercontinental Geoinformation Days, 6, 117-120. google scholar
  • Şahin, M. (2021). A comprehensive analysis of weighting and multicriteria methods in the context of sustainable energy. International Journal of Environmental Science and Technology, 18(6), 1591-1616. google scholar
  • Savun-hekimoğlu, B., Erbay, B., Burak, Z. S., Gazioğlu, C. (2021). A Comparative MCDM Analysis of Potential Short-Term Measures for Dealing with Mucilage Problem in the Sea of Marmara. International Journal of Environment and Geoinformatics (IJEGEO), 8(4), 572-580. doi.org/10.30897/ijegeo.1026107 google scholar
  • Sha’ameri, A. Z., Aris, W. W., Sadiah, S., Musa, T. A. (2021). GPS Derived Seismic Signals for Far Field Earthquake Epicenter Location Estimation: Manuscript Received: 19 Dec 2020, Accepted: 23 Dec 2020, Published: 15 June 2021. Journal of Engineering Technology and Applied Physics, 3(1), 712. google scholar
  • Shadmaan, M. S., Popy, S. (2023). An assessment of earthquake vulnerability by multi-criteria decision-making method. Geohazard Mechanics, 1(1), 94-102. google scholar
  • Shadmaan, S., Islam, A. I. (2021). Estimation of earthquake vulnerability by using analytical hierarchy process. Natural Hazards Research, 1(4), 153-160. google scholar
  • Sleeman, J. M. (2005). Disease risk assessment in African great apes using geographic information systems. EcoHealth, 2(3), 222-227. google scholar
  • Stupazzini, M., Infantino, M., Allmann, A., Paolucci, R. (2021). Physics-based probabilistic seismic hazard and loss assessment in large urban areas: A simplified application to Istanbul. Earthquake Engineering & Structural Dynamics, 50(1), 99-115. google scholar
  • Swetapadma, A., Yadav, A. (2015). All shunt fault location including cross-country and evolving faults in transmission lines without fault type classification. Electric Power Systems Research, 123, 1-12. google scholar
  • Vaghela, B. N., Parmar, M. G., Solanki, H. A., Kansara, B. B., et al. (2018). Multi Criteria Decision Making (MCDM) Approach for Mangrove Health Assessment using Geo-informatics Technology. International Journal of Environment and Geoinformatics (IJEGEO), 5(2), 114-131, doi.org/10.30897/ijegeo.412511 google scholar
  • Van Westen, C. J. (2013). Remote sensing and GIS for natural hazards assessment and disaster risk management. Treatise on geomorphology, 3(15), 259298. google scholar
  • Yavasoglu, F., Ozden, C. V. (2017). Using geographic information systems (GIS) BASED analytic hierarchy process (AHP) earthquake damage risk analysis: Kadikoy case. TÜBAV J Sci, 10, 28-38. google scholar
  • Yilmaz, N., Yucemen, M. S. (2011). Spatial sensitivity of seismic hazard results to different background seismic activity and temporal earthquake occurrence models. Soil Dynamics and Earthquake Engineering, 31(7), 1027-1039. google scholar
  • Yu, S., Bo, J., Vandeginste, V., Mathews, J. P. (2022). Deformation-related coalification: Significance for deformation within shallow crust. International Journal of Coal Geology, 256, 103999. google scholar
  • Zhang, Y., Romanelli, F., Vaccari, F., Peresan, A., Jiang, C., Wu, Z., ... Panza, G. F. (2021). Seismic hazard maps based on Neo-deterministic Seismic Hazard Assessment for China Seismic Experimental Site and adjacent areas. Engineering Geology, 291, 106208. google scholar

Atıflar

Biçimlendirilmiş bir atıfı kopyalayıp yapıştırın veya seçtiğiniz biçimde dışa aktarmak için seçeneklerden birini kullanın


DIŞA AKTAR



APA

Atik, M.E., & Safi, O. (2024). Investigation of GIS-based Analytical Hierarchy Process for Multi-Criteria Earthquake Risk Assessment: The Case Study of Kahramanmaras Province. International Journal of Environment and Geoinformatics, 11(3), 156-165. https://doi.org/10.30897/ijegeo.1457292


AMA

Atik M E, Safi O. Investigation of GIS-based Analytical Hierarchy Process for Multi-Criteria Earthquake Risk Assessment: The Case Study of Kahramanmaras Province. International Journal of Environment and Geoinformatics. 2024;11(3):156-165. https://doi.org/10.30897/ijegeo.1457292


ABNT

Atik, M.E.; Safi, O. Investigation of GIS-based Analytical Hierarchy Process for Multi-Criteria Earthquake Risk Assessment: The Case Study of Kahramanmaras Province. International Journal of Environment and Geoinformatics, [Publisher Location], v. 11, n. 3, p. 156-165, 2024.


Chicago: Author-Date Style

Atik, Muhammed Enes, and Obaidurrahman Safi. 2024. “Investigation of GIS-based Analytical Hierarchy Process for Multi-Criteria Earthquake Risk Assessment: The Case Study of Kahramanmaras Province.” International Journal of Environment and Geoinformatics 11, no. 3: 156-165. https://doi.org/10.30897/ijegeo.1457292


Chicago: Humanities Style

Atik, Muhammed Enes, and Obaidurrahman Safi. Investigation of GIS-based Analytical Hierarchy Process for Multi-Criteria Earthquake Risk Assessment: The Case Study of Kahramanmaras Province.” International Journal of Environment and Geoinformatics 11, no. 3 (Dec. 2024): 156-165. https://doi.org/10.30897/ijegeo.1457292


Harvard: Australian Style

Atik, ME & Safi, O 2024, 'Investigation of GIS-based Analytical Hierarchy Process for Multi-Criteria Earthquake Risk Assessment: The Case Study of Kahramanmaras Province', International Journal of Environment and Geoinformatics, vol. 11, no. 3, pp. 156-165, viewed 23 Dec. 2024, https://doi.org/10.30897/ijegeo.1457292


Harvard: Author-Date Style

Atik, M.E. and Safi, O. (2024) ‘Investigation of GIS-based Analytical Hierarchy Process for Multi-Criteria Earthquake Risk Assessment: The Case Study of Kahramanmaras Province’, International Journal of Environment and Geoinformatics, 11(3), pp. 156-165. https://doi.org/10.30897/ijegeo.1457292 (23 Dec. 2024).


MLA

Atik, Muhammed Enes, and Obaidurrahman Safi. Investigation of GIS-based Analytical Hierarchy Process for Multi-Criteria Earthquake Risk Assessment: The Case Study of Kahramanmaras Province.” International Journal of Environment and Geoinformatics, vol. 11, no. 3, 2024, pp. 156-165. [Database Container], https://doi.org/10.30897/ijegeo.1457292


Vancouver

Atik ME, Safi O. Investigation of GIS-based Analytical Hierarchy Process for Multi-Criteria Earthquake Risk Assessment: The Case Study of Kahramanmaras Province. International Journal of Environment and Geoinformatics [Internet]. 23 Dec. 2024 [cited 23 Dec. 2024];11(3):156-165. Available from: https://doi.org/10.30897/ijegeo.1457292 doi: 10.30897/ijegeo.1457292


ISNAD

Atik, MuhammedEnes - Safi, Obaidurrahman. Investigation of GIS-based Analytical Hierarchy Process for Multi-Criteria Earthquake Risk Assessment: The Case Study of Kahramanmaras Province”. International Journal of Environment and Geoinformatics 11/3 (Dec. 2024): 156-165. https://doi.org/10.30897/ijegeo.1457292



ZAMAN ÇİZELGESİ


Gönderim26.03.2024
Kabul28.09.2024
Çevrimiçi Yayınlanma28.09.2024

LİSANS


Attribution-NonCommercial (CC BY-NC)

This license lets others remix, tweak, and build upon your work non-commercially, and although their new works must also acknowledge you and be non-commercial, they don’t have to license their derivative works on the same terms.


PAYLAŞ




İstanbul Üniversitesi Yayınları, uluslararası yayıncılık standartları ve etiğine uygun olarak, yüksek kalitede bilimsel dergi ve kitapların yayınlanmasıyla giderek artan bilimsel bilginin yayılmasına katkıda bulunmayı amaçlamaktadır. İstanbul Üniversitesi Yayınları açık erişimli, ticari olmayan, bilimsel yayıncılığı takip etmektedir.