Öz
Kaynakça
- [1] Freund, F.T., On the electrical conductivity structure of the stable continental crust, J. Geodynamics, 35, 353-388, 2003. [2] Freund, F.T., Kulahci, I.G., Cyr, G., Ling, J., Winnick, M., Tregloan-Reed, J., and Freund, M., 2009. Air ionization at rock surfaces and pre-earthquake signals, J. Atmos. Sol-Terr. Phy., 71, 1824-1834.[3] Ghosh, D., Deb, A., Sengupta, R., Patra, K.K., and Bera, S., 2007. Pronounced soil-radon anomaly-Precursor of recent earthquakes in India, Radiat. Meas., 42, 466-471.[4] Friedmann, H., and Hernegger, F., 1978. A method for continuous measurement of radon in water of springs for earthquake prediction, Geophys. Res. Lett., 5, 565-568.[5] Durrani, S.A., and R. Ilić., 1997. Radon measurements by etched track detectors. Application in Radiation Protection, Earth Sciences and the Environments. World Scientific, Signapore.[6] Karig, D.E., and Kozlu, H., 1990. Late Paleogene-Neogene evolution of the triple junction region near Maraş, South-central Turkey, J. Geol. Soc. London., 147, 1023-1034[7] Dragovic S., Antonije O., Classification of soil samples according to geographic origin using gamma-ray spectrometry and pattern recognition methods. Appl Radiat Isotopes., 2007, 65,218-224.[8] Tarakçı, M., Harmanşah, C., Saç, M.M., and İçhedef, M., 2014. Investigation of the relationships between seismic activities and radon level in Western Turkey, Appl. Radiat. Isotopes., 83, 12-17.[9] Matheron G. 1963. Principles of geostatistics. Econ Geol 58:1246.[10] Goovaerts P. Geostatistics for natural resources evaluation. Oxford: Oxford University Press; 1997.[11] Diggle P, Riberio PJ. Model-based geostatistics. London: Springer; 2007.[12] Isaaks EH and Srivastava RM. 1989. An Introduction to Applied Geostatistics. Oxford University Press, London, UK.[13] Yeşilkanat CM, Kobya Y, Taşkin H, et al. Dose rate estimates and spatial interpolation maps of outdoor gamma dose rate with geostatistical methods; A case study from Artvin, Turkey. J Environ Radioact. 2015;150:132–144. 66.[14] Deutsch, C.V., and Journel A.G., 1992. GSLIB: Geostatistical Software Library, Oxford University Press, New York. [15] Külahcı F., Çiçek, Ş., Time-series analysis of water and soil radon anomalies to identify micro–macro-earthquakes, 2015, 8, 5239-5246.
Determination of Relationships Between Radon Gas (222Rn), Earthquake and Meteorological Parameters with Kriging and Regression Methods
Öz
Abstract. Radon gas (222Rn) is very important
earthquake sign. 222Rn concentration emitted from soil shows that
nonlinear feature. Therefore, it is necessary to understand the change
determine of 222Rn propagation characteristic. In this study, a new
prediction algorithm was obtained for explaining the non-linear behaviors of 222Rn
concentrations from soil. On the other hand, Kriging method estimate unmeasured
points using regional variability. Estimated results were compared with the
regression method. We used Mean Absolute Error (MAE), Mean Absolute Percentage
Error (MAPE), Root Mean Square Error (RMSE) and R2 coefficient of
determination. The results indicate that the nonlinear dynamical approximation
is suitable for characterization and prediction of the 222Rn
concentration. In this paper, soil 222Rn gas measurements were applicated
to Yakapınar Region in the East Anatolian Fault Zone.
Anahtar Kelimeler
Kriging Methods Multiple Regression Analysis Radon Estimates
Kaynakça
- [1] Freund, F.T., On the electrical conductivity structure of the stable continental crust, J. Geodynamics, 35, 353-388, 2003. [2] Freund, F.T., Kulahci, I.G., Cyr, G., Ling, J., Winnick, M., Tregloan-Reed, J., and Freund, M., 2009. Air ionization at rock surfaces and pre-earthquake signals, J. Atmos. Sol-Terr. Phy., 71, 1824-1834.[3] Ghosh, D., Deb, A., Sengupta, R., Patra, K.K., and Bera, S., 2007. Pronounced soil-radon anomaly-Precursor of recent earthquakes in India, Radiat. Meas., 42, 466-471.[4] Friedmann, H., and Hernegger, F., 1978. A method for continuous measurement of radon in water of springs for earthquake prediction, Geophys. Res. Lett., 5, 565-568.[5] Durrani, S.A., and R. Ilić., 1997. Radon measurements by etched track detectors. Application in Radiation Protection, Earth Sciences and the Environments. World Scientific, Signapore.[6] Karig, D.E., and Kozlu, H., 1990. Late Paleogene-Neogene evolution of the triple junction region near Maraş, South-central Turkey, J. Geol. Soc. London., 147, 1023-1034[7] Dragovic S., Antonije O., Classification of soil samples according to geographic origin using gamma-ray spectrometry and pattern recognition methods. Appl Radiat Isotopes., 2007, 65,218-224.[8] Tarakçı, M., Harmanşah, C., Saç, M.M., and İçhedef, M., 2014. Investigation of the relationships between seismic activities and radon level in Western Turkey, Appl. Radiat. Isotopes., 83, 12-17.[9] Matheron G. 1963. Principles of geostatistics. Econ Geol 58:1246.[10] Goovaerts P. Geostatistics for natural resources evaluation. Oxford: Oxford University Press; 1997.[11] Diggle P, Riberio PJ. Model-based geostatistics. London: Springer; 2007.[12] Isaaks EH and Srivastava RM. 1989. An Introduction to Applied Geostatistics. Oxford University Press, London, UK.[13] Yeşilkanat CM, Kobya Y, Taşkin H, et al. Dose rate estimates and spatial interpolation maps of outdoor gamma dose rate with geostatistical methods; A case study from Artvin, Turkey. J Environ Radioact. 2015;150:132–144. 66.[14] Deutsch, C.V., and Journel A.G., 1992. GSLIB: Geostatistical Software Library, Oxford University Press, New York. [15] Külahcı F., Çiçek, Ş., Time-series analysis of water and soil radon anomalies to identify micro–macro-earthquakes, 2015, 8, 5239-5246.
Ayrıntılar
| Birincil Dil | İngilizce |
|---|---|
| Konular | Metroloji,Uygulamalı ve Endüstriyel Fizik |
| Bölüm | Makaleler |
| Yazarlar | |
| Yayımlanma Tarihi | 6 Ağustos 2018 |
| Gönderilme Tarihi | 27 Temmuz 2018 |
| Kabul Tarihi | 31 Temmuz 2018 |
| Yayımlandığı Sayı | Yıl 2018 Cilt: 1 Sayı: 1 |
