Regional terrestrial water storage and sea level variations inferred from satellite gravimetry

The Gravity Recovery and Climate Experiment (GRACE) is a satellite gravimetry mission, which provides the mean and time-varying global gravity fields. In this thesis, regional terrestrial water storage and sea level variations from GRACE are investigated. Groundwater storage variations (GWS) in North China are estimated from GRACE, and compared with in situ water table observations, groundwater model, and groundwater bulletins. The rate of groundwater depletion in North China based on GRACE and land surface models is 7.1±1.0 km3/yr from 2003 to 2010. In addition, GRACE detects obvious seasonal variations of seawater mass in the northern shallow water of South China Sea (SCS). On interannual timescales, sea level fluctuations in the SCS are dominated by the thermosteric effect and driven by El Nino-Southern Oscillation (ENSO) events. For the Red Sea, an annual amplitude of ~18 cm mass-induced SLV is detected from GRACE and steric-corrected altimetry from 2003 to 2011, which is well explained by the water exchange between the Red Sea and the Gulf of Aden, which is driven by the seasonal reversal of monsoon.

[1]  P. Welch The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms , 1967 .

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

[3]  W. Patzert Wind-induced reversal in Red Sea circulation☆ , 1974 .

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

[5]  S. M. Nakiboglu,et al.  Recent global changes in sealevel , 1984 .

[6]  W. Peltier Deglaciation‐induced vertical motion of the North American continent and transient lower mantle rheology , 1986 .

[7]  G. Carter Coherence and time delay estimation , 1987, Proceedings of the IEEE.

[8]  R. Koster,et al.  Modeling the land surface boundary in climate models as a composite of independent vegetation stands , 1992 .

[9]  R. Ponte Variability in a homogeneous global ocean forced by barometric pressure , 1993 .

[10]  D. Lettenmaier,et al.  A simple hydrologically based model of land surface water and energy fluxes for general circulation models , 1994 .

[11]  Zeng Qingcun,et al.  A land surface model (IAP94) for climate studies part I: Formulation and validation in off-line experiments , 1997 .

[12]  W. Johns,et al.  Direct observations of seasonal exchange through the Bab el Mandab Strait , 1997 .

[13]  Byron D. Tapley,et al.  Seasonal global water mass budget and mean sea level variations , 1998 .

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

[15]  Altimetric observations of sea level cycles near the Strait of Bab al Mandab , 1998 .

[16]  A. Cazenave,et al.  Annual cycle in mean sea level from Topex Poseidon and ERS-1: inference on the global hydrological cycle , 1999 .

[17]  R. Ponte A preliminary model study of the large‐scale seasonal cycle in bottom pressure over the global ocean , 1999 .

[18]  Humio Mitsudera,et al.  Intrusion of the North Pacific waters into the South China Sea , 2000 .

[19]  Chung-Ru Ho,et al.  Seasonal variability of sea surface height in the South China Sea observed with TOPEX/Poseidon altimeter data , 2000 .

[20]  Gilles Reverdin,et al.  Global high-resolution mapping of ocean circulation from TOPEX/Poseidon and ERS-1 and -2 , 2000 .

[21]  S. Riser,et al.  The ARGO Project: Global Ocean Observations for Understanding and Prediction of Climate Variability. Report for Calendar Year 2004 , 2000 .

[22]  Hong Yang,et al.  China's Regional Water Scarcity and Implications for Grain Supply and Trade , 2001 .

[23]  Eloise Kendy,et al.  Groundwater Exploitation and Its Impact on the Environment in the North China Plain , 2001 .

[24]  Hiroshi Ichikawa,et al.  The Current System in the Yellow and East China Seas , 2002 .

[25]  Matthew Rodell,et al.  The potential for satellite-based monitoring of groundwater storage changes using GRACE: the High Plains aquifer, Central US , 2002 .

[26]  Yongqiang Zhang,et al.  Determination of daily evaporation and evapotranspiration of winter wheat and maize by large-scale weighing lysimeter and micro-lysimeter , 2002 .

[27]  Kurt Lambeck,et al.  Links between climate and sea levels for the past three million years , 2002, Nature.

[28]  Dimitris Menemenlis,et al.  Effects of the Indonesian Throughflow on the Pacific and Indian Oceans , 2002 .

[29]  Li Li,et al.  Trends of sea level rise in the South China Sea during the 1990s: An altimetry result , 2002 .

[30]  S. Levitus,et al.  Steric sea level variations during 1957–1994: Importance of salinity , 2002 .

[31]  Ichiro Fukumori,et al.  A Partitioned Kalman Filter and Smoother , 2002 .

[32]  S. Swenson,et al.  Methods for inferring regional surface‐mass anomalies from Gravity Recovery and Climate Experiment (GRACE) measurements of time‐variable gravity , 2002 .

[33]  Tammo S. Steenhuis,et al.  Policies drain the North China Plain: Agricultural policy and groundwater depletion in Luancheng County, 1949-2000 , 2003 .

[34]  P. Döll,et al.  A global hydrological model for deriving water availability indicators: model tuning and validation , 2003 .

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

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

[37]  Zai-sheng Han Groundwater resources protection and aquifer recovery in China , 2003 .

[38]  W. Timothy Liu,et al.  Summer upwelling in the South China Sea and its role in regional climate variations , 2003 .

[39]  Florent Lyard,et al.  Modeling the barotropic response of the global ocean to atmospheric wind and pressure forcing ‐ comparisons with observations , 2003 .

[40]  J. D. Tarpley,et al.  Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model , 2003 .

[41]  P. J. Chilton,et al.  Groundwater: the processes and global significance of aquifer degradation. , 2003, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[42]  William E. Johns,et al.  An Oceanic General Circulation Model (OGCM) investigation of the Red Sea circulation: 2. Three‐dimensional circulation in the Red Sea , 2003 .

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

[44]  T. Steenhuis,et al.  Groundwater recharge from irrigated cropland in the North China Plain: case study of Luancheng County, Hebei Province, 1949–2000 , 2004 .

[45]  Gilles Larnicol,et al.  Combining Argo and remote-sensing data to estimate the ocean three-dimensional temperature fields—a first approach based on simulated observations , 2004 .

[46]  R. Steven Nerem,et al.  Preliminary observations of global ocean mass variations with GRACE , 2004 .

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

[48]  H. Garduño,et al.  Quaternary Aquifer of the North China Plain—assessing and achieving groundwater resource sustainability , 2004 .

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

[50]  H. Zwally,et al.  Overview of the ICESat Mission , 2005 .

[51]  C. K. Shum,et al.  Regional high‐resolution spatiotemporal gravity modeling from GRACE data using spherical wavelets , 2006 .

[52]  C. Shum,et al.  Non-isotropic filtering of GRACE temporal gravity for geophysical signal enhancement , 2005 .

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

[54]  C. Kuo Determination and characterization of 20th century global sea level rise , 2005 .

[55]  Timothy P. Boyer,et al.  Warming of the world ocean, 1955–2003 , 2005 .

[56]  S. Seneviratne,et al.  GRACE‐derived terrestrial water storage depletion associated with the 2003 European heat wave , 2005 .

[57]  J. Gregory,et al.  Simulated Global-Mean Sea Level Changes over the Last Half-Millennium , 2006 .

[58]  Masayoshi Ishii,et al.  Steric sea level changes estimated from historical ocean subsurface temperature and salinity analyses , 2006 .

[59]  Hubert H. G. Savenije,et al.  The bias in GRACE estimates of continental water storage variations , 2006 .

[60]  J. Wahr,et al.  Acceleration of Greenland ice mass loss in spring 2004 , 2006, Nature.

[61]  J. Willis,et al.  Recent cooling of the upper ocean , 2006 .

[62]  J. Wahr,et al.  Measurements of Time-Variable Gravity Show Mass Loss in Antarctica , 2006, Science.

[63]  D. Chambers Evaluation of new GRACE time‐variable gravity data over the ocean , 2006 .

[64]  L. Fenoglio-Marc,et al.  Mass variation in the Mediterranean Sea from GRACE and its validation by altimetry, steric and hydrologic fields , 2006 .

[65]  S. Swenson,et al.  Remote sensing of groundwater storage changes in Illinois using the Gravity Recovery and Climate Experiment (GRACE) , 2006 .

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

[67]  S. Swenson,et al.  A comparison of terrestrial water storage variations from GRACE with in situ measurements from Illinois , 2006 .

[68]  James L. Davis,et al.  Land water storage within the Congo Basin inferred from GRACE satellite gravity data , 2006 .

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

[70]  D. García,et al.  On the steric and mass‐induced contributions to the annual sea level variations in the Mediterranean Sea , 2006 .

[71]  Chen Ji,et al.  Crustal Dilatation Observed by GRACE After the 2004 Sumatra-Andaman Earthquake , 2006, Science.

[72]  Seasonal water storage change of the Yangtze River basin detected by GRACE , 2006 .

[73]  Masataka Watanabe,et al.  Estimation of groundwater use by crop production simulated by DSSAT‐wheat and DSSAT‐maize models in the piedmont region of the North China Plain , 2006 .

[74]  Guillaume Ramillien,et al.  Interannual variations of the mass balance of the Antarctica and Greenland ice sheets from GRACE , 2006 .

[75]  I. Sasgen,et al.  Wiener optimal combination and evaluation of the Gravity Recovery and Climate Experiment (GRACE) gravity fields over Antarctica , 2007 .

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

[77]  Matthew Rodell,et al.  Attenuation effect on seasonal basin-scale water storage changes from GRACE time-variable gravity , 2007 .

[78]  Scott Rozelle,et al.  The development, challenges and management of groundwater in rural China , 2007 .

[79]  Kimio Hanawa,et al.  Observations: Oceanic Climate Change and Sea Level , 2007 .

[80]  S. Rahmstorf A Semi-Empirical Approach to Projecting Future Sea-Level Rise , 2007, Science.

[81]  Lu Zhang,et al.  Global impacts of conversions from natural to agricultural ecosystems on water resources: Quantity versus quality , 2007 .

[82]  A. Cazenave,et al.  Estimation of steric sea level variations from combined GRACE and Jason-1 data , 2007 .

[83]  Matthias Holschneider,et al.  Coseismic and post-seismic signatures of the Sumatra 2004 December and 2005 March earthquakes in GRACE satellite gravity , 2007 .

[84]  John M. Wahr,et al.  Multi‐sensor analysis of water storage variations of the Caspian Sea , 2007 .

[85]  Jean-Charles Marty,et al.  Temporal gravity field models inferred from GRACE data , 2007 .

[86]  Trends of sea level variations in the South China Sea from merged altimetry data , 2007 .

[87]  J. Famiglietti,et al.  Estimating groundwater storage changes in the Mississippi River basin (USA) using GRACE , 2007 .

[88]  S. Josey,et al.  On the accuracy of North Atlantic temperature and heat storage fields from Argo , 2007 .

[89]  S. Jevrejeva,et al.  Comment on "A Semi-Empirical Approach to Projecting Future Sea-Level Rise" , 2007, Science.

[90]  Gregory C. Johnson,et al.  Correction to “Recent cooling of the upper ocean” , 2007 .

[91]  Byron D. Tapley,et al.  GRACE detects coseismic and postseismic deformation from the Sumatra‐Andaman earthquake , 2007 .

[92]  Byron D. Tapley,et al.  Patagonia Icefield melting observed by Gravity Recovery and Climate Experiment (GRACE) , 2007 .

[93]  J. Willis,et al.  Assessing the globally averaged sea level budget on seasonal to interannual timescales , 2008 .

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

[95]  Chung-Yen Kuo,et al.  Southern Ocean mass variation studies using GRACE and satellite altimetry , 2008 .

[96]  K. Lambeck,et al.  GRACE estimates of sea surface height anomalies in the Gulf of Carpentaria, Australia , 2008 .

[97]  A. Mariotti,et al.  Variability of Basin-Scale Terrestrial Water Storage from a PER Water Budget Method: The Amazon and the Mississippi , 2008 .

[98]  M. Tamisiea,et al.  A statistical filtering approach for Gravity Recovery and Climate Experiment (GRACE) gravity data , 2008 .

[99]  Jeffrey B. Basara,et al.  Estimating profile soil moisture and groundwater variations using GRACE and Oklahoma Mesonet soil moisture data , 2008 .

[100]  C. Shum,et al.  Role of Antarctic ice mass balance in present-day sea-level change , 2008 .

[101]  A. Cazenave,et al.  A new assessment of the error budget of global mean sea level rate estimated by satellite altimetry over 1993–2008 , 2009 .

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

[103]  Houze Xu,et al.  Trend of China land water storage redistribution at medi- and large-spatial scales in recent five years by satellite gravity observations , 2009 .

[104]  Geological interpretation of groundwater level lowering in the North China Plain , 2009 .

[105]  Kathleen A. Donohue,et al.  The Kuroshio Extension and its recirculation gyres , 2009 .

[106]  V. M. Tiwari,et al.  Dwindling groundwater resources in northern India, from satellite gravity observations , 2009 .

[107]  E. Leuliette,et al.  Closing the sea level rise budget with altimetry, Argo, and GRACE , 2009 .

[108]  Guillaume Ramillien,et al.  Sea level budget over 2003-2008: A reevaluation from GRACE space gravimetry, satellite altimetry and Argo , 2009 .

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

[110]  S. Rahmstorf,et al.  Global sea level linked to global temperature , 2009, Proceedings of the National Academy of Sciences.

[111]  Y. Wakata Seasonal variability of the sea surface height in the East China Sea along the China coast: A model study , 2009 .

[112]  Catherine Prigent,et al.  Interannual variations of the terrestrial water storage in the Lower Ob' Basin from a multisatellite approach , 2009 .

[113]  B. Chao,et al.  An effective filtering for GRACE time‐variable gravity: Fan filter , 2009 .

[114]  Juana Paul Moiwo,et al.  Comparison of GRACE with in situ hydrological measurement data shows storage depletion in Hai River basin, Northern China , 2009 .

[115]  Gregory C. Johnson,et al.  In Situ Data Biases and Recent Ocean Heat Content Variability , 2009 .

[116]  Bob E. Schutz,et al.  A comparison of coincident GRACE and ICESat data over Antarctica , 2009 .

[117]  M. Kimoto,et al.  Reevaluation of historical ocean heat content variations with time-varying XBT and MBT depth bias corrections , 2009 .

[118]  W. R. Peltier,et al.  Closure of the budget of global sea level rise over the GRACE era: the importance and magnitudes of the required corrections for global glacial isostatic adjustment , 2009 .

[119]  N. G. Val’es,et al.  CNES/GRGS 10-day gravity field models (release 2) and their evaluation , 2010 .

[120]  B. D. Tapley,et al.  Recent La Plata basin drought conditions observed by satellite gravimetry , 2010 .

[121]  R. Scharroo,et al.  Integrating Jason-2 into a Multiple-Altimeter Climate Data Record , 2010 .

[122]  Anny Cazenave,et al.  Interannual variability in water storage over 2003–2008 in the Amazon Basin from GRACE space gravimetry, in situ river level and precipitation data , 2010 .

[123]  John M. Melack,et al.  Seasonal water storage on the Amazon floodplain measured from satellites , 2010 .

[124]  Jean-François Crétaux,et al.  Recent hydrological behavior of the East African great lakes region inferred from GRACE, satellite altimetry and rainfall observations , 2010 .

[125]  Wei Zhuang,et al.  Intraseasonal variability in sea surface height over the South China Sea , 2010 .

[126]  Chung-Yen Kuo,et al.  Global Sea Level Rise: Recent Progress and Challenges for the Decade to Come , 2010 .

[127]  R. Steven Nerem,et al.  Ocean mass from GRACE and glacial isostatic adjustment , 2010 .

[128]  Byron D. Tapley,et al.  The 2009 exceptional Amazon flood and interannual terrestrial water storage change observed by GRACE , 2010 .

[129]  Critique of the methods used to project global sea-level rise from global temperature , 2010, Proceedings of the National Academy of Sciences.

[130]  Don Chambers,et al.  Analysis of seasonal ocean bottom pressure variability in the Gulf of Thailand from GRACE , 2010 .

[131]  Reply to Taboada and Anadón: Critique of sea-level rise study invalid , 2010, Proceedings of the National Academy of Sciences.

[132]  Gary T. Mitchum,et al.  Estimating Mean Sea Level Change from the TOPEX and Jason Altimeter Missions , 2010 .

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

[134]  M. Marcos,et al.  Mass contribution to Mediterranean Sea level variability for the period 1948-2000 , 2010 .

[135]  B. Scanlon,et al.  GRACE Hydrological estimates for small basins: Evaluating processing approaches on the High Plains Aquifer, USA , 2010 .

[136]  Juana Paul Moiwo,et al.  Estimation of irrigation requirement for sustainable water resources reallocation in North China , 2010 .

[137]  Aslak Grinsted,et al.  Reconstructing sea level from paleo and projected temperatures 200 to 2100AD , 2009 .

[138]  A. Cazenave,et al.  SOLS: A lake database to monitor in the Near Real Time water level and storage variations from remote sensing data , 2011 .

[139]  Jens Schröter,et al.  Measuring ocean mass variability from satellite gravimetry , 2011 .

[140]  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 .

[141]  S. Swenson,et al.  Satellites measure recent rates of groundwater depletion in California's Central Valley , 2011 .

[142]  Understanding Sea-level Rise and Variability , 2011 .

[143]  L. Konikow Contribution of global groundwater depletion since 1900 to sea‐level rise , 2011 .

[144]  L. Ge,et al.  Monitoring ground surface deformation over the North China Plain using coherent ALOS PALSAR differential interferograms , 2013, Journal of Geodesy.

[145]  C. Prigent,et al.  Surface freshwater storage and dynamics in the Amazon basin during the 2005 exceptional drought , 2012 .

[146]  Guillaume Ramillien,et al.  Earth System Mass Transport Mission (e.motion): A Concept for Future Earth Gravity Field Measurements from Space , 2013, Surveys in Geophysics.

[147]  Matt A. King,et al.  Lower satellite-gravimetry estimates of Antarctic sea-level contribution , 2012, Nature.

[148]  W. Tad Pfeffer,et al.  Recent contributions of glaciers and ice caps to sea level rise , 2012, Nature.

[149]  Don P. Chambers,et al.  Evaluation of Release-05 GRACE time-variable gravity coefficients over the ocean , 2012 .

[150]  J. Wahr,et al.  Computations of the viscoelastic response of a 3-D compressible Earth to surface loading: an application to Glacial Isostatic Adjustment in Antarctica and Canada , 2012 .

[151]  Anny Cazenave,et al.  Sea level: A review of present-day and recent-past changes and variability , 2012 .

[152]  Longwei Xiang,et al.  Increased water storage in North America and Scandinavia from GRACE gravity data , 2012, Nature Geoscience.

[153]  Eric Rignot,et al.  A Reconciled Estimate of Ice-Sheet Mass Balance , 2012, Science.

[154]  J. Randerson,et al.  Satellite observations of terrestrial water storage provide early warning information about drought and fire season severity in the Amazon , 2013 .

[155]  James S. Famiglietti,et al.  Remote Sensing of Terrestrial Water Storage, Soil Moisture and Surface Waters , 2013 .

[156]  Matthew Rodell,et al.  Groundwater depletion in the Middle East from GRACE with implications for transboundary water management in the Tigris-Euphrates-Western Iran region , 2013, Water resources research.

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

[158]  J. Fasullo,et al.  Australia's unique influence on global sea level in 2010–2011 , 2013 .

[159]  Zong-Liang Yang,et al.  Technical description of version 4.5 of the Community Land Model (CLM) , 2013 .

[160]  Matt A. King,et al.  Revisiting GRACE Antarctic ice mass trends and accelerations considering autocorrelation , 2014 .

[161]  David A. Smeed,et al.  Seasonal variability of the Red Sea, from satellite gravity, radar altimetry, and in situ observations , 2014 .

[162]  J. Kusche,et al.  Separation of large scale water storage patterns over Iran using GRACE, altimetry and hydrological data , 2014 .

[163]  S. Swenson,et al.  Estimating the human contribution to groundwater depletion in the Middle East, from GRACE data, land surface models, and well observations , 2014 .

[164]  P. Döll,et al.  Global‐scale assessment of groundwater depletion and related groundwater abstractions: Combining hydrological modeling with information from well observations and GRACE satellites , 2014 .

[165]  E. Fielding,et al.  Predictability of hydraulic head changes and characterization of aquifer‐system and fault properties from InSAR‐derived ground deformation , 2014 .

[166]  W. Feng,et al.  Mass-induced sea level variations in the Red Sea from GRACE, steric-corrected altimetry, in situ bottom pressure records, and hydrographic observations , 2014 .

[167]  R. Rietbroek,et al.  Key Points: @bullet Consistent Method for Estimating Mass Balances from Grace @bullet Mascon Technique @bullet Evaluate Systematic Errors Gia Correction a Mascon Approach to Assess Ice Sheet and Glacier Mass Balances and Their Uncertainties from Grace Data , 2022 .

[168]  Felix W. Landerer,et al.  Seasonal variation in total water storage in California inferred from GPS observations of vertical land motion , 2014 .

[169]  Xu-sheng Wang,et al.  Satellite-based estimates of groundwater depletion in the Badain Jaran Desert, China , 2015, Scientific Reports.