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基于Pearson相关系数分析唐山台断层CO2浓度与地温相关性及其与地震的关系

nalysis of correlation between CO2 concentration and ground temperature of the fault crossing Tangshan seismostation and its relationship with earthquakes based on Pearson Correlation Coefficient

中文摘要英文摘要

为深入研究断层气CO2与地温、降雨、地震的关系,本文基于40日滑动时间窗,利用皮尔逊相关系数(Pearson Correlation Coefficient)对唐山地震台断层土壤气CO2浓度、地温数据进行相关性分析,并结合降雨了探讨相关系数变化与台站邻近区域M2.0以上地震的映震关系,分析概括出唐山地震台断层(CO2浓度-地温)相关系数变化特征与地震的关系。结果表明:地震发生当日,唐山地震台断层上盘(CO2浓度-地温)相关系数变化特征中持续减小特征为41.0%,阶段性低值特征占31.1%,持续增大与阶段性高值特征共计27.9%;地震发生当日,唐山地震台断层下盘(CO2浓度-地温)相关系数变化特征中持续减小特征为25.0%,阶段性低值特征占39.7%,持续增大与阶段性高值特征共计35.3%。该分析思路可为唐山区域断层活动现状分析提供参考,为首都圈地区震情跟踪、分析与研判提供依据。

In order to make deep analysis on relationship of the fault gas CO2, ground temperature, rainfall, and earthquakes, this paper used Pearson Correlation Coefficient to calculate correlation coefficients between CO2 concentration and ground temperature of the fault crossing Tangshan seismostation based on a 40-day sliding time window, and relationships between changes in correlation coefficients and earthquakes larger than magnitude 2.0 near the seismostation were also discussed combined with rainfall, through which the relevance of changing characteristics in (CO2 concentration-ground temperature) correlation coefficients of the fault at this seismostation and these earthquakes was finally analyzed and generalized from the perspective of statistics. The results show that on earthquake day of all statistical earthquakes: for the hanging wall of this fault crossing Tangshan seismostation, the percentage of continuous decrease feature is 41.0% among all counted changing characteristics in correlation coefficients between CO2 concentration and ground temperature, the percentage of periodic low value feature is 31.1%, and the percentage of continuous increase feature and periodic high value feature is a total of 27.9%; for the footwall of this fault crossing Tangshan seismostation, the percentage of continuous decrease feature is 25.0% among all counted changing characteristics in correlation coefficients between CO2 concentration and ground temperature, the percentage of periodic low value feature is 39.7%, and the percentage of continuous increase feature and periodic high value feature is 35.3% totaled. In general, this method can provide a reference for analyzing current fault activities in Tangshan area, which also provides a basis for earthquake tracking, analyzing and determination in the capital region of China to a certain extent.

高艳龙、张占阳、张振伟、刘云乐、王连山、杨国华

地球物理学灾害、灾害防治

唐山地震台O2地温相关性降雨地震

angshan seismostationCO2Ground temperatureCorrelation coefficientRainfallEarthquake

高艳龙,张占阳,张振伟,刘云乐,王连山,杨国华.基于Pearson相关系数分析唐山台断层CO2浓度与地温相关性及其与地震的关系[EB/OL].(2021-05-14)[2025-08-06].http://www.paper.edu.cn/releasepaper/content/202105-88.点此复制

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