基于SSA和FFT的欧亚板块DORIS站坐标时间序列与板块运动分析

IF 2.8 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Geodesy and Geodynamics Pub Date : 2023-01-01 DOI:10.1016/j.geog.2022.05.001
Qiaoli Kong , Linggang Zhang , Jingwei Han , Changsong Li , Wenhao Fang , Tianfa Wang
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引用次数: 5

摘要

本文利用奇异频谱分析(SSA)和快速傅立叶变换(FFT)对欧亚板块多丽丝信标站的时间序列和板块运动进行了分析。首先利用SSA精确分离趋势项和周期信号,然后利用SSA检测周期季节信号,最后成功重构时间序列的主要分量。试验结果表明,该方法能够成功地检测出多丽丝站的非线性趋势和季节信号。季节信号的周期有一年、半年、59天等。通过最小二乘法拟合得到重建后各信标站趋势项在E、N、U方向上的贡献率和斜率。将这些台站的速度与GEODVEL2010模型提供的速度进行比较,发现除DIOB、MANB和PDMB台站外,它们的速度一致。基于DORIS坐标时间序列,构建欧亚板块速度场,试验表明,欧亚板块整体向东移动,水平方向平均速度为24.19±0.11 mm/y,垂直方向平均速度为1.74±0.07 mm/y。
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Analysis of coordinate time series of DORIS stations on Eurasian plate and the plate motion based on SSA and FFT

This study focuses on analyzing the time series of DORIS beacon stations and plate motion of the Eurasian plate by applying Singular Spectrum Analysis (SSA) and Fast Fourier Transform (FFT). First, the rend terms and periodic signals are accurately separated by SSA, then, the periodic seasonal signals are detected using SSA, and finally, the main components of the time series are reconstructed successfully. The test results show that the nonlinear trends and seasonal signals of DORIS stations are detected successfully. The periods of the seasonal signals detected are year, half-year, and 59 days, etc. The contribution rates and slopes in E, N, and U directions of the trend items of each beacon station after reconstruction are obtained by least-square fitting. The velocities of these stations are compared with those provided by the GEODVEL2010 model, and it is found that they are in good agreement except the DIOB, MANB, and PDMB stations. Based on the DORIS coordinate time series, the velocity field on the Eurasian plate is constructed, and the test shows that the Eurasian plate moves eastward as a whole with an average velocity of 24.19 ± 0.11 mm/y in the horizontal direction, and the average velocity of it is 1.74 ± 0.07 mm/y in the vertical direction.

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来源期刊
Geodesy and Geodynamics
Geodesy and Geodynamics GEOCHEMISTRY & GEOPHYSICS-
CiteScore
4.40
自引率
4.20%
发文量
566
审稿时长
69 days
期刊介绍: Geodesy and Geodynamics launched in October, 2010, and is a bimonthly publication. It is sponsored jointly by Institute of Seismology, China Earthquake Administration, Science Press, and another six agencies. It is an international journal with a Chinese heart. Geodesy and Geodynamics is committed to the publication of quality scientific papers in English in the fields of geodesy and geodynamics from authors around the world. Its aim is to promote a combination between Geodesy and Geodynamics, deepen the application of Geodesy in the field of Geoscience and quicken worldwide fellows'' understanding on scientific research activity in China. It mainly publishes newest research achievements in the field of Geodesy, Geodynamics, Science of Disaster and so on. Aims and Scope: new theories and methods of geodesy; new results of monitoring and studying crustal movement and deformation by using geodetic theories and methods; new ways and achievements in earthquake-prediction investigation by using geodetic theories and methods; new results of crustal movement and deformation studies by using other geologic, hydrological, and geophysical theories and methods; new results of satellite gravity measurements; new development and results of space-to-ground observation technology.
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