Study of seasonal and long-term vertical deformation in Nepal based on GPS and GRACE observations

Abstract Lithospheric deformation signal can be detected by combining data from continuous global positioning system (CGPS) and satellite observations from the Gravity Recovery and Climate Experiment (GRACE). In this paper, we use 2.5- to 19-year-long time series from 35 CGPS stations to estimate vertical deformation rates in Nepal, which is located in the southern side of the Himalaya. GPS results were compared with GRACE observations. Principal component analysis was conducted to decompose the time series into three-dimensional principal components (PCs) and spatial eigenvectors. The top three high-order PCs were calculated to correct common mode errors. Both GPS and GRACE observations showed significant seasonal variations. The observed seasonal GPS vertical variations are in good agreement with those from the GRACE-derived results, particularly for changes in surface pressure, non-tidal oceanic mass loading, and hydrologic loading. The GPS-observed rates of vertical deformation obtained for the region suggest both tectonic impact and mass decrease. The rates of vertical crustal deformation were estimated by removing the GRACE-derived hydrological vertical rates from the GPS measurements. Most of the sites located in the southern part of the Main Himalayan Thrust subsided, whereas the northern part mostly showed an uplift. These results may contribute to the understanding of secular vertical crustal deformation in Nepal.

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

[2]  Thomas A. Herring,et al.  Detection of atmospheric pressure loading using very long baseline interferometry measurements , 1994 .

[3]  S. Bettadpur Insights into the Earth System mass variability from CSR-RL05 GRACE gravity fields , 2012 .

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

[5]  Z. Altamimi,et al.  ITRF2008: an improved solution of the international terrestrial reference frame , 2011 .

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

[7]  R. Preisendorfer,et al.  Principal Component Analysis in Meteorology and Oceanography , 1988 .

[8]  Barbara Scherllin-Pirscher,et al.  A new dynamic approach for statistical optimization of GNSS radio occultation bending angles for optimal climate monitoring utility , 2013 .

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

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

[11]  Simon D. P. Williams,et al.  CATS: GPS coordinate time series analysis software , 2008 .

[12]  M. Bevis,et al.  Spread of ice mass loss into northwest Greenland observed by GRACE and GPS , 2010 .

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

[14]  B. Tapley,et al.  Alaskan mountain glacial melting observed by satellite gravimetry , 2006 .

[15]  P. Molnar,et al.  Cenozoic Tectonics of Asia: Effects of a Continental Collision: Features of recent continental tectonics in Asia can be interpreted as results of the India-Eurasia collision. , 1975, Science.

[16]  W. Menke Geophysical data analysis , 1984 .

[17]  T. Dixon,et al.  Noise in GPS coordinate time series , 1999 .

[18]  J. Zumberge,et al.  Precise point positioning for the efficient and robust analysis of GPS data from large networks , 1997 .

[19]  M. Cheng,et al.  Deceleration in the Earth's oblateness , 2013 .

[20]  Pascal Willis,et al.  Plate Motion of India and Interseismic Strain in the Nepal Himalaya from GPS and DORIS Measurements , 2006 .

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

[22]  W. Shen,et al.  Contemporary crustal movement of southeastern Tibet: Constraints from dense GPS measurements , 2017, Scientific Reports.

[23]  Yehuda Bock,et al.  Error analysis of continuous GPS position time series , 2004 .

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

[25]  M. Tamisiea,et al.  GRACE Gravity Data Constrain Ancient Ice Geometries and Continental Dynamics over Laurentia , 2007, Science.

[26]  Georg Kaufmann,et al.  Geodetic signatures of a Late Pleistocene Tibetan ice sheet , 2005 .

[27]  Koji Matsuo,et al.  Time-variable ice loss in Asian high mountains from satellite gravimetry , 2010 .

[28]  F. Bryan,et al.  Time variability of the Earth's gravity field: Hydrological and oceanic effects and their possible detection using GRACE , 1998 .

[29]  Kurt Lambeck,et al.  Implications of Late Pleistocene Glaciation of the Tibetan Plateau for Present-Day Uplift Rates and Gravity Anomalies , 1997, Quaternary Research.

[30]  Jin Li,et al.  The Quasi-Biennial Vertical Oscillations at Global GPS Stations: Identification by Ensemble Empirical Mode Decomposition , 2015, Sensors.

[31]  Yehuda Bock,et al.  Spatiotemporal filtering using principal component analysis and Karhunen-Loeve expansion approaches for regional GPS network analysis , 2006 .

[32]  Kaihua Ding,et al.  Evaluating seasonal loading models and their impact on global and regional reference frame alignment , 2014 .

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

[34]  J. Avouac,et al.  Seasonal variations of seismicity and geodetic strain in the Himalaya induced by surface hydrology as revealed from GPS monitoring, seismic monitoring and GRACE measurements , 2007 .

[35]  Yehuda Bock,et al.  Southern California permanent GPS geodetic array: Spatial filtering of daily positions for estimating coseismic and postseismic displacements induced by the 1992 Landers earthquake , 1997 .

[36]  Jean-François Crétaux,et al.  Annual vertical crustal motions predicted from surface mass redistribution and observed by space geodesy , 2001 .

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

[38]  H. Schuh,et al.  Short Note: A global model of pressure and temperature for geodetic applications , 2007 .

[39]  S. Williams The effect of coloured noise on the uncertainties of rates estimated from geodetic time series , 2003 .

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

[41]  Michael B. Heflin,et al.  Large‐scale global surface mass variations inferred from GPS measurements of load‐induced deformation , 2003 .

[42]  T. Dam,et al.  The effect of using inconsistent ocean tidal loading models on GPS coordinate solutions , 2012, Journal of Geodesy.

[43]  John Chen,et al.  Underplating in the Himalaya-Tibet Collision Zone Revealed by the Hi-CLIMB Experiment , 2009, Science.

[44]  M. Watkins,et al.  GRACE Measurements of Mass Variability in the Earth System , 2004, Science.

[45]  Tieding Lu,et al.  Accuracy enhancement of GPS time series using principal component analysis and block spatial filtering , 2015 .

[46]  Gerald W. Bawden,et al.  Tectonic contraction across Los Angeles after removal of groundwater pumping effects , 2001, Nature.

[47]  Robert W. King,et al.  Estimating regional deformation from a combination of space and terrestrial geodetic data , 1998 .

[48]  Wenke Sun,et al.  Evaluation of glacier changes in high‐mountain Asia based on 10 year GRACE RL05 models , 2013 .

[49]  W. Gan,et al.  Three‐dimensional velocity field of present‐day crustal motion of the Tibetan Plateau derived from GPS measurements , 2013 .

[50]  H. Schuh,et al.  Troposphere mapping functions for GPS and very long baseline interferometry from European Centre for Medium‐Range Weather Forecasts operational analysis data , 2006 .

[51]  Tushaar Shah,et al.  Some aspects of South Asia's groundwater irrigation economy: analyses from a survey in India, Pakistan, Nepal Terai and Bangladesh , 2006 .

[52]  W. Menke Geophysical data analysis : discrete inverse theory , 1984 .

[53]  G. Blewitt,et al.  A New Global Mode of Earth Deformation: Seasonal Cycle Detected , 2001, Science.

[54]  Guoqing Zhang,et al.  Seasonal Mass Changes and Crustal Vertical Deformations Constrained by GPS and GRACE in Northeastern Tibet , 2016, Sensors.

[55]  Qi Wang,et al.  Seasonal Hydrological Loading in Southern Tibet Detected by Joint Analysis of GPS and GRACE , 2015, Sensors.