Skip to main content
Log in

Point Cumulative Semivariogram for Identification of Heterogeneities in Regional Seismicity of Turkey

  • Published:
Mathematical Geology Aims and scope Submit manuscript

Abstract

Geological events are neither isotropic nor homogeneous in their occurrences. These two properties present difficulties for spatial modeling of regionalized variables. This paper presents a point cumulative semivariogram (PCSV) technique for quantifying the heterogeneity characteristics of the phenomenon concerned. The basis of the methodology is to obtain experimental PCSVs for each measurement point which led to estimation of radius of influence around each site. In addition, the experimental PCSVs provide basic information about the heterogeneity of the geological variable in the region, and furthermore many useful interpretations can be made concerning the regional variability of the variable. It provides the measure of cumulative similarity of a regional variable around any measurement site. Because PCSV is a means of measuring total similarity, maps at fixed similarity levels are provided in order to document the regional heterogeneity. Identification of heterogeneities depends on the comparison of fixed PCSV values at a multitude of irregularly scattered sites. The PCSV methodology has been applied to the regional seismic data of Turkey.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

REFERENCES

  • Alsan, E., 1972, Magnitude and time distribution of earthquakes in Turkey: Bull. Intern. Inst. Seismol. Earthquake Eng., v. 7, p. 1–10.

    Google Scholar 

  • Bath, M., 1979, Seismic risk in Turkey: A preliminary approach: Techtonophysics, v. 54, p. T9–T16.

    Google Scholar 

  • Burges, T. M., and Webster, R., 1980, Optimal interpretation and isarithmic mapping of soil properties. 1. The semi-variogram and punctual kriging: Jour. Soil Science, v. 31, p. 315–331.

    Google Scholar 

  • Clark, I., 1979, The semivariogram—Part 1: Eng. Min. Jour., v. 7, p. 90–94.

    Google Scholar 

  • Davis, J., 1986. Statistic and data analysis in geology: John Wiley & Sons, New York, 560 p.

    Google Scholar 

  • Erdik, M., Doyuran, V., Akkas, N., and Gülkan, P., 1985. A probabilistic assessment of the seismic hazard in Turkey: Tectonophysics, v. 117, p. 295–330.

    Google Scholar 

  • Gambolati, G., and Volpi, G., 1979, Groundwater contour mapping in Venice by stochastic interpolators. 1. Theory: Water Resources Res., v. 15, p. 281–290.

    Google Scholar 

  • Gençoğlu, S., and Tabban, A., 1973, Unpublished earthquake catalogue compilations for Turkey: Earthquake Research Division of the Ministry of Reconstruction and Resettlement, Ankara.

  • Hattori, S., 1979, Seismic risk maps in the world. II: Bull. Int. Inst. Seismol., Earthquake Eng., v. 17, p. 33–96.

    Google Scholar 

  • Isaaks, E. H., and Srivastava, R. M., 1989, An introduction to applied geostatistics: Oxford Univ. Press, Oxford, 561 p.

    Google Scholar 

  • Journel, A. G., and Huijbregts, C. I., 1978, Mining geostatistics: Academic Press, London, 710 p.

    Google Scholar 

  • Journel, A. G., 1983, Non-parametric estimation of spatial distribution: Math. Geology, v. 15, p. 445–468.

    Google Scholar 

  • Journel, A. G., 1986, Constrained interpolation and quantitative information: Math. Geology, v. 18, p. 269–286.

    Google Scholar 

  • Journel, A. G., and Isaaks, E., 1984, Conditional indicator simulation: Application to a Saskatchawan uranium deposit: Math. Geology, v. 17, p. 685–718.

    Google Scholar 

  • Journel, A. G., and Posa, D., 1990, Characteristic behavior and order relations for indicator variograms: Math Geology, v. 22, p. 1011–1025.

    Google Scholar 

  • Lajaunie, G., 1984, A geostatistical approach to air pollution modeling, in Verly, G., David, M., Journel, A. G., and Marechal, A., eds., Geostatistics for natural resources characterization: Reidel, Dordrecht, p. 877–891.

    Google Scholar 

  • Kitanidis, P. K., and Vomvoris, E. G., 1983, A geostatistical approach to the inverse problem in groundwater modeling (steady state) and one-dimensional simulation: Water Resources Res., v. 19, p. 677–690.

    Google Scholar 

  • Matheron, G., 1963, Principles of geostatistics: Economic Geology, v. 58, p. 1246–1266.

    Google Scholar 

  • McCullogh, M. J., 1975, Estimating by kriging the reliability of the proposed Trent telemetry network: Comp. Appl., v. 2, p. 1031–1041.

    Google Scholar 

  • Myers, D. E., Begovich, C. L., Butz, T. R., and Kane, V. E., 1982, Variogram models for regional groundwater chemical data: Math. Geology, v. 14, p. 629–644.

    Google Scholar 

  • Şen, Z., 1977, Autorun analysis of hydrologic time series: Jour. Hydrology, v. 36, p. 1189–1210.

    Google Scholar 

  • Şen, Z., 1989, Cumulative semivariogram model of regionalized variables: Math. Geology, v. 21, p. 891–903.

    Google Scholar 

  • Şen, Z., 1992, Standard cumulative semivariograms of stationary stochastic processes and regional correlation: Math. Geology, v. 24, p. 417–435.

    Google Scholar 

  • Şen, Z., 1996. The integral of the semivariogram: A powerful method for adjusting the semivariogram: Letter to Editor: Math. Geology, v. 28, p. 371–373.

    Google Scholar 

  • Üçer, B., Ayhan, E., and Alsan, E., 1977, Türkiye'nin deprem bölgelerinin belirlenmesinde bazi istatistiki yöntemler (Soem statistical methods for determining earthquake regions of Turkey): Deprem Araştirma Enstitüsü Bülteni, Bull. Res. Inst., v. 5, p. 1–25.

    Google Scholar 

  • Taylor, G. I., 1915, Eddy motion in the atmosphere: Philosophical Trans. Roy. Soc., Ser. A, 215, p. 1.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Şen, Z. Point Cumulative Semivariogram for Identification of Heterogeneities in Regional Seismicity of Turkey. Mathematical Geology 30, 767–787 (1998). https://doi.org/10.1023/A:1021704507596

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/A:1021704507596

Navigation