基于一种新智能优化算法与谱相关方法对重力固体潮的分析
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国家自然科学基金项目"提取重力固体潮信号中地球物理信息和地震前兆信息的关键信号处理算法研究"(No.41364002)


Analysis of Gravity Earth Tide Using a New Intelligent Optimization Algorithm and Spectral Correlation Method
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    摘要:

    根据月球与太阳相对于地球位置的关系,建立一个三维正交分解模型来揭示重力固体潮中包含的谐波成分。在此基础上,提出一种基于单形邻域与多角色进化策略智能优化算法的独立分量分析方法,用以提高算法效率和全局寻优能力;并结合谱相关方法,对重力固体潮观测数据进行处理和分析,观察其频域和时域的变化。最后引入理论信号和理论计算值作为参考背景,以凸显其异常变化特征。研究表明,利用该方法可以有效地反映出重力固体潮潮汐的日波、半日波、长周期波等特征。同时,发现重力固体潮潮汐的异常变化中隐含有地震前兆信息,通过对云南地区观测数据的分析,在排除测量误差和环境影响外,发现在地震前2~5个月内,重力固体潮的长周期波均呈现出规律性的异常变化。这反映出地震的前兆异常信息,可能对地震时间和地点的预测提供依据。

    Abstract:

    To reveal harmonic components in the Gravity Earth Tide, this paper establishes a 3D orthogonal decomposition model according to the relationship between the moon and the sun relative to the Earth's position. To improve calculation efficiency and global optimization ability, an intelligent optimization algorithm is proposed based on the surface-simplex swarm evolution algorithm. Through combing of the spectral correlation method, observation data for the Gravity Earth Tide are processed and analyzed, and changes in the frequency and time domain are observed. Furthermore, theoretical signals and calculations are introduced as a reference background to highlight abnormal variations. Through analysis of observation data recorded in the Yunnan area from April 1, 2001 to December 1, 2001, characteristics of daily wave, semi-diurnal wave, and long-period wave of Gravity Earth Tides are effectively extracted. Furthermore, hidden earthquake precursor information is found to exist in abnormal changes of the Gravity Earth Tide. After excluding measurement errors and environmental impact, long-period gravity solid tide waves are found to show regular abnormal changes within two to five months before an earthquake. The results show that the proposed method can effectively analyze Gravity Earth Tide signals and reflect abnormal precursor information occurring prior to earthquakes, thereby providing a new method of earthquake prediction.

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高略,全海燕.基于一种新智能优化算法与谱相关方法对重力固体潮的分析[J].地震工程学报,2018,40(3):535-541. GAO Lue, QUAN Haiyan. Analysis of Gravity Earth Tide Using a New Intelligent Optimization Algorithm and Spectral Correlation Method[J]. China Earthquake Engineering Journal,2018,40(3):535-541.

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  • 收稿日期:2017-05-22
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  • 在线发布日期: 2018-07-25