Open AccessSeparation of geophysical signals in the LAGEOS geocentre motion based on singular spectrum analysis
Author(s) -
Yu He,
Krzysztof Sośnica,
Yunzhong Shen
Publication year - 2021
Publication title -
geophysical journal international
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.302
H-Index - 168
eISSN - 1365-246X
pISSN - 0956-540X
DOI - 10.1093/gji/ggab063
Subject(s) - singular spectrum analysis , signal (programming language) , aliasing , amplitude , series (stratigraphy) , geodesy , geology , polar motion , covariance matrix , physics , geophysics , earth's rotation , mathematics , singular value decomposition , algorithm , computer science , optics , filter (signal processing) , paleontology , computer vision , programming language
We recompute the 26-yr weekly Geocentre Motion (GCM) time-series from 1994 to 2020 through the network shift approach using Satellite Laser Ranging (SLR) observations to LAGEOS1/2. Then the Singular Spectrum Analysis (SSA) is applied for the first time to separate and investigate the geophysical signals from the GCM time-series. The Principal Components (PCs) of the embedded covariance matrix of SSA from the GCM time-series are determined based on the w-correlation criterion and two PCs with large w-correlation are regarded as one periodic signal pair. The results indicate that the annual signal in all three coordinate components and semi-annual signal in both X and Z components are detected. The annual signal from this study agrees well in both amplitude and phase with those derived by the Astronomical Institute of the University of Bern and the Center for Space Research, especially for the Y and Z components. Besides, the other periodic signals with the periods of (1043.6, 85, 28), (570, 280, 222.7) and (14.1, 15.3) days are also quantitatively explored for the first time from the GCM time-series by using SSA, interpreting the corresponding geophysical and astrodynamic sources of aliasing effects of K 1 /O 1 , T 2 and M m tides, draconitic effects, and overlapping effects of the ground-track repeatability of LAGEOS1/2.