Terrestrial water storage changes over Xinjiang extracted by combining Gaussian filter and multichannel singular spectrum analysis from GRACE

[1]  R. Houborg,et al.  Drought indicators based on model‐assimilated Gravity Recovery and Climate Experiment (GRACE) terrestrial water storage observations , 2012 .

[2]  Andrew L. Rukhin,et al.  Analysis of Time Series Structure SSA and Related Techniques , 2002, Technometrics.

[3]  C. Shum,et al.  On the postprocessing removal of correlated errors in GRACE temporal gravity field solutions , 2009 .

[4]  C. Jekeli Alternative methods to smooth the Earth's gravity field , 1981 .

[5]  Yaning Chen,et al.  Influences of recent climate change and human activities on water storage variations in Central Asia , 2017 .

[6]  Luo Zhi Terrestrial water storage changes of the 2010 southwest China drought detected by GRACE temporal gravity field , 2013 .

[7]  Zizhan Zhang,et al.  Ice sheet mass balance in Antarctica measured by GRACE and its uncertainty , 2015 .

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

[9]  Patrick Wu,et al.  Water storage changes in North America retrieved from GRACE gravity and GPS data , 2015 .

[10]  Zhang Zizhan,et al.  GRACE RL05-based ice mass changes in the typical regions of antarctica from 2004 to 2012 , 2014 .

[11]  G. Plaut,et al.  Spells of Low-Frequency Oscillations and Weather Regimes in the Northern Hemisphere. , 1994 .

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

[13]  Hubert H. G. Savenije,et al.  The design of an optimal filter for monthly GRACE gravity models , 2008 .

[14]  Jürgen Müller,et al.  Glacial isostatic adjustment in Fennoscandia from GRACE data and comparison with geodynamical models , 2008 .

[15]  Santiago Belda,et al.  On the decorrelation filtering of RL05 GRACE data for global applications , 2015 .

[16]  Ju Xiao Antarctic ice mass change analysis based on GRACE RL05 data , 2013 .

[17]  Yanping Cao,et al.  GRACE Gravity Satellite Observations of Terrestrial Water Storage Changes for Drought Characterization in the Arid Land of Northwestern China , 2015, Remote. Sens..

[18]  Hossein Hassani,et al.  Singular Spectrum Analysis: Methodology and Comparison , 2021, Journal of Data Science.

[19]  Frédéric Frappart,et al.  Regional GRACE-based estimates of water mass variations over Australia: validation and interpretation , 2013 .

[20]  W. Peltier GLOBAL GLACIAL ISOSTASY AND THE SURFACE OF THE ICE-AGE EARTH: The ICE-5G (VM2) Model and GRACE , 2004 .

[21]  J. Kusche Approximate decorrelation and non-isotropic smoothing of time-variable GRACE-type gravity field models , 2007 .

[22]  M. Sideris,et al.  Spatiotemporal Analysis of the GRACE-Derived Mass Variations in North America by Means of Multi-Channel Singular Spectrum Analysis , 2010 .

[23]  M. Tamisiea,et al.  Ongoing glacial isostatic contributions to observations of sea level change , 2011 .

[24]  M. Sacchi,et al.  Simultaneous seismic data denoising and reconstruction via multichannel singular spectrum analysis , 2011 .

[25]  Shuanggen Jin,et al.  Water storage changes and balances in Africa observed by GRACE and hydrologic models , 2016 .

[26]  Wang Li,et al.  Long-term prediction of polar motion using a combined SSA and ARMA model , 2018, Journal of Geodesy.

[27]  Michael G. Sideris,et al.  On the capabilities of the multi-channel singular spectrum method for extracting the main periodic and non-periodic variability from weekly GRACE data , 2012 .

[28]  Byron D. Tapley,et al.  Accelerated Antarctic ice loss from satellite gravity measurements , 2009 .

[29]  C. K. Shum,et al.  Multichannel singular spectrum analysis of the gravity field data from GRACE satellites , 2010 .

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

[31]  S. Swenson,et al.  Post‐processing removal of correlated errors in GRACE data , 2006 .

[32]  Huug van den Dool,et al.  Climate Prediction Center global monthly soil moisture data set at 0.5 resolution for 1948 to present , 2004 .

[33]  Ki-Weon Seo,et al.  Optimized smoothing of Gravity Recovery and Climate Experiment (GRACE) time‐variable gravity observations , 2006 .

[34]  Jinyun Guo,et al.  Equivalent water height extracted from GRACE gravity field model with robust independent component analysis , 2014, Acta Geophysica.

[35]  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 .

[36]  Charles S. Zender,et al.  Gravity Recovery and Climate Experiment (GRACE) detection of water storage changes in the Three Gorges Reservoir of China and comparison with in situ measurements , 2011 .

[37]  Zhong-qin Li,et al.  Recent glacial retreat and its effect on water resources in eastern Xinjiang , 2011 .

[38]  Peng Peng,et al.  GRACE leakage error correction with regularization technique: Case studies in Greenland and Antarctica , 2017 .

[39]  Zhongchang Sun,et al.  Water Storage Changes over the Tibetan Plateau Revealed by GRACE Mission , 2016, Acta Geophysica.

[40]  Archie Paulson,et al.  FAST TRACK PAPER: Inference of mantle viscosity from GRACE and relative sea level data , 2007 .

[41]  Zhong Bo Water Storage Variations in Heihe River Basin Recovered from GRACE Temporal Gravity Field , 2012 .