کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
10732748 | 1043701 | 2015 | 8 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
A robust method to estimate the b-value of the magnitude-frequency distribution of earthquakes
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
فیزیک و نجوم
فیزیک آماری و غیرخطی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: A robust method to estimate the b-value of the magnitude-frequency distribution of earthquakes A robust method to estimate the b-value of the magnitude-frequency distribution of earthquakes](/preview/png/10732748.png)
چکیده انگلیسی
The methods to estimate the b-value of the magnitude-frequency distribution are analyzed based on a certain period of earthquakes in the central region of China. According to the problems in the traditional methods, least square regression method and maximum likelihood estimation mathod, a robust fitting method to estimate the b-value is proposed. The least square regression method is suggested not to be used in the future for its unstability and great deviation from the linerity to the extrem events. The use of maximum likelihood estimation method needs a high accurate assessment of the magnitude of completeness. Compared with the two traditional methods, the proposed method can not only provide a stable and reliable b-value, but also has a good sensitivity to the occurrence of earthquakes with large magnitudes. The variation of b-value as an earthquake precursor is applied successfully in our study, and the proposed robust fitting method is shown to be more efficient than the maximum likelihood estimation method.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Chaos, Solitons & Fractals - Volume 81, Part A, December 2015, Pages 103-110
Journal: Chaos, Solitons & Fractals - Volume 81, Part A, December 2015, Pages 103-110
نویسندگان
Qinghua Han, Lichen Wang, Jie Xu, Alberto Carpinteri, Giuseppe Lacidogna,