Determination of Relationships Between Radon Gas (222Rn), Earthquake and Meteorological Parameters with Kriging and Regression Methods

Miraç KAMIŞLIOĞLU

Makale detayları

Determination of Relationships Between Radon Gas (222Rn), Earthquake and Meteorological Parameters with Kriging and Regression Methods

Yazarlar:

Miraç KAMIŞLIOĞLU

Yayıncı:

Niyazi BULUT

Ana Başlıklar:

Fizik

Dergi:

Journal of Physical Chemistry and Functional Materials 2018 Vol.1 Issue 1, pp.36-44

Belge Tipi:

Makale

Yayın Tarihi:

8/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000492856

Sıklık:

İki Yıllık

eISSN:

2651-3080

pISSN:

2651-3080

Özet:

 


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.


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Makale detayları

Determination of Relationships Between Radon Gas (222Rn), Earthquake and Meteorological Parameters with Kriging and Regression Methods

Yazarlar: Miraç KAMIŞLIOĞLU

Yayıncı: Niyazi BULUT

Ana Başlıklar: Fizik

Dergi: Journal of Physical Chemistry and Functional Materials 2018 Vol.1 Issue 1, pp.36-44

Belge Tipi: Makale

Yayın Tarihi: 8/2018

Belge Dili: İngilizce

Document ID (Org No.): 2000492856

Sıklık: İki Yıllık

eISSN: 2651-3080

pISSN: 2651-3080

Sayı

Yazarlar:

Miraç KAMIŞLIOĞLU

Yayıncı:

Niyazi BULUT

Ana Başlıklar:

Fizik

Dergi:

Journal of Physical Chemistry and Functional Materials 2018 Vol.1 Issue 1, pp.36-44

Belge Tipi:

Makale

Yayın Tarihi:

8/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000492856

Sıklık:

İki Yıllık

eISSN:

2651-3080

pISSN:

2651-3080