Characterizing the Seasonal Crustal Motion in Tianshan Area Using GPS, GRACE and Surface Loading Models

Complex tectonic and non-tectonic movements exist in the Tianshan area. However, we have not acquired good knowledge of such movements yet. In this study, we combine Global Positioning System (GPS), the Gravity Recovery and Climate Experiment (GRACE) and Surface Loading Models (SLMs) data to study the seasonal vertical crustal displacements in the Tianshan area. The results show that all three datasets exhibit significant annual variations at all 26 local GPS stations. Correlation coefficients higher than 0.8 between the GRACE and GPS data were observed at 85% of the stations, and it became 92% when comparing GPS and SLMs. The Weighted Root Mean Squares (WRMS) reductions were 41% and 47% after removing the annual displacements of GRACE and SLMs from the GPS time series, respectively. The consistency between the GPS and SLMs data was higher than that between the GPS and GRACE data, which is mainly due to the dominant position of atmospheric loading in the study area. For the abnormal station XJYN (43°N, 81°E), the GPS time series showed an abnormal uplift from early 2013 to early 2015, but this not shown in the GRACE and SLMs results. We attribute this discrepancy to groundwater variations, which are not resolvable by GRACE and SLMs for small-scale regions.

[1]  W. Farrell Deformation of the Earth by surface loads , 1972 .

[2]  Michael G. Sideris,et al.  Analysis of Gravity Recovery and Climate Experiment time‐variable mass redistribution signals over North America by means of principal component analysis , 2007 .

[3]  Y. Bock,et al.  Anatomy of apparent seasonal variations from GPS‐derived site position time series , 2001 .

[4]  D. Chambers,et al.  Estimating Geocenter Variations from a Combination of GRACE and Ocean Model Output , 2008 .

[5]  T. van Dam,et al.  Displacements of the Earth's surface due to atmospheric loading: Effects on gravity and baseline measurements , 1987 .

[6]  Danan Dong,et al.  Displacements due to surface temperature variation on a uniform elastic sphere with its centre of mass stationary , 2014 .

[7]  Jeffrey T. Freymueller,et al.  Seasonal and long-term vertical deformation in the Nepal Himalaya constrained by GPS and GRACE measurements , 2012 .

[8]  C. R. Wilson,et al.  Title Attenuation effect on seasonal basin-scale water storage changes from GRACE time-variable gravity Permalink , 2007 .

[9]  G. Blewitt Self‐consistency in reference frames, geocenter definition, and surface loading of the solid Earth , 2003 .

[10]  H. Schuh,et al.  Global Mapping Function (GMF): A new empirical mapping function based on numerical weather model data , 2006 .

[11]  Ssb Beijing ACTIVE REVERSE FAULT- FOLD ZONES AND THE SITE PREDICTION OF LARGE EARTHQUAKES ALONG NORTHERN TIANSHAN,XINJIANG,CHINA , 1997 .

[12]  Jeffrey P. Walker,et al.  THE GLOBAL LAND DATA ASSIMILATION SYSTEM , 2004 .

[13]  Zhao Li,et al.  Annual variation detected by GPS, GRACE and loading models , 2016, Studia Geophysica et Geodaetica.

[14]  Ichiro Fukumori,et al.  Detection of the Earth rotation response to a rapid fluctuation of Southern Ocean circulation in November 2009 , 2012 .

[15]  R. Dach,et al.  Absolute IGS antenna phase center model igs08.atx: status and potential improvements , 2016, Journal of Geodesy.

[16]  Guillaume Ramillien,et al.  Detecting hydrologic deformation using GRACE and GPS , 2009 .

[17]  Changjie Xu,et al.  Evaluating mass loading products by comparison to GPS array daily solutions , 2017 .

[18]  Jeffrey T. Freymueller,et al.  Vertical crustal movement around the southeastern Tibetan Plateau constrained by GPS and GRACE data , 2016 .

[19]  Michael Bevis,et al.  On computing the geoelastic response to a disk load , 2016 .

[20]  R. Nikolaidis Observation of geodetic and seismic deformation with the Global Positioning System , 2002 .

[21]  Jie Li,et al.  GPS velocity field for the Tien Shan and surrounding regions , 2010 .

[22]  Peter Steigenberger,et al.  Reprocessing of a global GPS network , 2006 .

[23]  Peter Steigenberger,et al.  Vertical deformations from homogeneously processed GRACE and global GPS long-term series , 2011 .

[24]  Michael Ghil,et al.  ADVANCED SPECTRAL METHODS FOR CLIMATIC TIME SERIES , 2002 .

[25]  Michael Bevis,et al.  Title Spread of ice mass loss into northwest Greenland observed by GRACE and GPS Permalink , 2010 .

[26]  Peng Yang,et al.  An analysis of terrestrial water storage variations from GRACE and GLDAS: The Tianshan Mountains and its adjacent areas, central Asia , 2015 .

[27]  David LaVallee,et al.  Higher‐order ionospheric effects on the GPS reference frame and velocities , 2009 .

[28]  J. Wahr,et al.  A comparison of annual vertical crustal displacements from GPS and Gravity Recovery and Climate Experiment (GRACE) over Europe , 2007 .

[29]  Xavier Collilieux,et al.  Hydrological deformation induced by the West African Monsoon: Comparison of GPS, GRACE and loading models , 2012 .

[30]  E. Schrama,et al.  Improved accuracy of GRACE gravity solutions through empirical orthogonal function filtering of spherical harmonics , 2007 .

[31]  Xavier Collilieux,et al.  Quality Evaluation of the Weekly Vertical Loading Effects Induced from Continental Water Storage Models , 2015 .

[32]  Matthew Rodell,et al.  Groundwater Storage Changes: Present Status from GRACE Observations , 2016, Surveys in Geophysics.

[33]  J. Ray,et al.  Anomalous harmonics in the spectra of GPS position estimates , 2008 .

[34]  Peter Molnar,et al.  Active faulting and cenozoic tectonics of the Tien Shan, Mongolia, and Baykal Regions , 1979 .

[35]  R. Dach,et al.  Bernese GNSS Software Version 5.2 , 2015 .

[36]  M. K. Cheng,et al.  Geocenter variations caused by atmosphere, ocean and surface ground water , 1997 .

[37]  Xavier Collilieux,et al.  ITRF2008 plate motion model , 2011 .

[38]  M. Cheng,et al.  Variations in the Earth's oblateness during the past 28 years , 2004 .

[39]  Linguo Yuan,et al.  Seasonal crustal vertical deformation induced by environmental mass loading in mainland China derived from GPS, GRACE and surface loading models , 2017 .

[40]  Alan Dodson,et al.  Detecting storm surge loading deformations around the southern North Sea using subdaily GPS , 2012 .

[41]  Michael Bevis,et al.  Annual variations in GPS‐measured vertical displacements near Upernavik Isstrøm (Greenland) and contributions from surface mass loading , 2017 .

[42]  Wang Qi,et al.  The deformation pattern and fault rate in the Tianshan Mountains inferred from GPS observations , 2008 .

[43]  Bin Wu,et al.  Analysis of systematic differences from GPS-measured and GRACE-modeled deformation in Central Valley, California , 2016 .

[44]  Jürgen Kusche,et al.  Surface mass redistribution inversion from global GPS deformation and Gravity Recovery and Climate Experiment (GRACE) gravity data , 2005 .

[45]  C. K. Shum,et al.  Earth Surface Deformation in the North China Plain Detected by Joint Analysis of GRACE and GPS Data , 2014, Sensors.