2018
DOI: 10.1007/s11600-018-0179-1
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Classification of seismic events using linear discriminant function (LDF) in the Sakarya region, Turkey

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Cited by 23 publications
(9 citation statements)
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“…1-2) [Kelly, 1968;Gitterman and Shapira, 1993]. The dominant frequencies of local tectonic events are variable, while it is much more constant for artificial quakes [Yılmaz et al, 2013;Budakoğlu and Horasan, 2018;Yavuz et al, 2019b].…”
Section: Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…1-2) [Kelly, 1968;Gitterman and Shapira, 1993]. The dominant frequencies of local tectonic events are variable, while it is much more constant for artificial quakes [Yılmaz et al, 2013;Budakoğlu and Horasan, 2018;Yavuz et al, 2019b].…”
Section: Methodsmentioning
confidence: 99%
“…The categorization of the seismic events was determined by time-frequency methods as Wavelet Transform, Short Time Fourier Transform, corner frequencies, or power spectrum. Using different techniques could improve the success rate of the identification, especially for both time and frequency methods [Roueff et al, 2004;Arrowsmith et al, 2006;Allmann et al, 2008;Yılmaz et al, 2013;Ataeva et al, 2017;Budakoğlu and Horasan, 2018;Yavuz et al, 2019a;Yavuz et al, 2019b;Sertçelik et al, 2020].…”
Section: Refining Seismic Catalogs Around Seydişehirmentioning
confidence: 99%
“…However, these methods extract an excessive number of features; consequently, some properties may be duplicated. Most recently, Budakoğlu and Horasan [16] established a discriminator by using 13 parameters, including time-and frequency-varying parameters, the ratio of the maximum S-wave amplitude to the maximum P-wave amplitude (S/P), the spectral ratio (Sr), the maximum frequency (f max ), and the total signal duration of the waveform. Li et al [17] proposed a pattern recognition method of mine microseismic and blasting events based on wave fractal features.…”
Section: Introductionmentioning
confidence: 99%
“…Yılmaz et al (2013) using the LDF methods have characterized earthquakes and quarry blasts in the Eastern Black Sea region of Turkey. Budakoğlu and Horasan (2018) distinguished earthquakes and explosions in Sakarya province using the LDF method. Yavuz et al (2018) classified the seismic events in Armutlu by using LDF and QDF methods.…”
Section: Introductionmentioning
confidence: 99%