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Clustering analysis of the seismicity of Van Province and its surroundings via spatial autocorrelation techniques filters

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Języki publikacji
EN
Abstrakty
EN
Destructive aftershocks such as the M w 7.2 Van earthquake on October 23, 2011, and the Hoy (Iran) earthquake with M w 5.9 on February 23, 2020, occurred in the province of Van and its surroundings. In earthquake studies, the issue of examining the distribution and homogeneity of earthquake incidences with Geographic Information Systems (GIS) based via spatial autocorrelation techniques is frequently investigated. Van province and its surroundings are among the areas with high earthquake risk due to its location on the East Anatolian Compressive Tectonic Block. The aim of this study is to analyze the spatial patterns of earthquakes with magnitude M w 4 and above that occurred in the province of Van and its surroundings during the instrumental period and to determine to cluster. Spatial cluster analyses play an important role in examining the distribution of seismicity. The data used in the study have been taken from the database system of the Earthquake Department of the Republic of Turkey Ministry of Interior Disaster and Emergency Management Presidency. Moran’s I and Getis-Ord Gi methods from spatial autocorrelation techniques were preferred on the earthquake data set to be used in this research. It has aimed to determine the dangerous areas by testing the earthquake distributions in clustered regions via spatial autocorrelation techniques.
Rocznik
Strony
art. no. e24, 2022
Opis fizyczny
Bibliogr. 16 poz., rys., tab.
Twórcy
Bibliografia
  • 1. AFAD. Republic of Turkey Ministry of Interior Disaster and Emergency Management Presidency. (2011). About the Van Earthquake. Retrived 2022 from https://www.afad.gov.tr/van-depremi-hakkinda.
  • 2. AFAD. Republic of Turkey Ministry of Interior Disaster and Emergency Management Presidency. (2020). Evaluation Report on 23 February 2020 (IRAN) Mw 5.9.
  • 3. Affan, M., Syukri, M., Wahyuna, L. et al. (2016). Spatial statistic analysis of earthquakes in aceh province year 1921–2014: Cluster seismicity. Aceh Int. J. Sci. Technol., 5(2). DOI: 10.13170/aijst.5.2.4878.
  • 4. Aksha, S.K., Luke, J., and Lynn M.R. (2018). Spatial and temporal analysis of natural hazard mortality in Nepal. Environ. Hazards, 17(2), 163–79. DOI: 10.1080/17477891.2017.1398630.
  • 5. Al-Ahmadi, K., Al-Amri, A., and See, L. (2014). A spatial statistical analysis of the occurrence of earthquakes along the red sea floor spreading: Clusters of Seismicity. Arab. J. Geosci., 7(7), 2893–2904. DOI: 10.1007/s12517-013-0974-6.
  • 6. Aslam, B., and Naseer, F. (2020). A statistical analysis of the spatial existence of earthquakes in Balochistan: Clusters of seismicity. Environ. Earth Sci., 79(1). DOI: 10.1007/s12665-019-8790-2.
  • 7. Cerci, K.N. (2019). Analysis of daily transportation movements in Istanbul with spatial autocorrelation methods. Istanbul: Yildiz Technical University.
  • 8. Getis, A., and Ord, J.K. (1992). The Analysis of spatial association by use of distance statistics. Geogr. Anal., 24(3), 189–206. DOI: 10.1111/j.1538-4632.1992.tb00261.x.
  • 9. Hayati, M.N., Purnamasari, I., and Wahyuningsih, S. (2019). Analysis of spatial autocorrelation of diarrhea events in East Kalimantan in 2015–2017 using a local indicator of spatial autocorrelation. Journal of Physics: Conference Series, vol. 1277. Institute of Physics Publishing.
  • 10. Mitchell, A. (2005). The ESRI Guide to GIS Analysis (1st ed). California, USA: ESRI.
  • 11. Ren, H., Shang, Y., and Zhang, S. (2020). Measuring the spatiotemporal variations of vegetation net primary productivity in inner Mongolia using spatial autocorrelation. Ecological Indicators, 112, 106108.
  • 12. Salima, A.B, and Bellefon De, M.P. (2018). Spatial autocorrelation indices. Handbook of Spatial Analysis, pp. 52-68. Montrouge, France: Insee, Eurostat.
  • 13. Sezer, L.İ. (2010). Seismicity in the Van Seismotectonic Region. Aegean Geogr. J., 19(1), 67–84.
  • 14. Sofyan, H., Rahayu, L., and Lusiani, E. (2019). Spatial autocorrelation of earthquake magnitudes in tripa fault, Aceh Province, Indonesia. IOP Conference Series: Earth and Environmental Science, vol. 273. Institute of Physics Publishing.
  • 15. Tobler, W.R. (1970). A computer movie simulating urban growth in the Detroit region. Econ. Geogr., 46, 234–240.
  • 16. Zaliapin, I., and Ben-Zion, Y. (2022). Perspectives on Clustering and Declustering of Earthquakes. Seismol. Res. Lett., 93(1), 386–401. DOI: 10.1785/0220210127.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-c2d73b60-c8a6-44d1-8e41-2dce00bdfaa4
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