Measuring ocean mass variability from satellite gravimetry

Abstract Since its launch in 2002, the Gravity Recovery and Climate Experiment (GRACE) has been providing important new information about water mass movement among the oceans, continents, and cryosphere. In this paper, we review the applications of GRACE data to understanding non-tidal ocean mass variability, including progress in reducing errors in the raw GRACE data. We will review recent results on understanding variations in mean ocean mass on a global scale, changes on more local scales resulting from changing winds and ocean transports, and also summarize progress on using GRACE data in ocean models. Such a synthesis of studies is important for quantifying what we have learned about ocean dynamics from the current gravimetry missions, what we still do not understand, and what needs to be improved in future satellite gravimetry missions.

[1]  F. LeMoine,et al.  The use of mascons to resolve time-variable gravity from GRACE , 2007 .

[2]  J. Willis,et al.  Analysis of large-scale ocean bottom pressure variability in the North Pacific , 2008 .

[3]  Michael P. Meredith,et al.  A test of the ability of TOPEX/POSEIDON to monitor flows through the Drake Passage , 1996 .

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

[5]  C. Wunsch,et al.  How well does a 1/4° global circulation model simulate large-scale oceanic observations? , 1996 .

[6]  B. Chao,et al.  Global gravitational changes due to atmospheric mass redistribution as observed by the Lageos nodal residual , 1995 .

[7]  R. Ponte Oceanic Response to Surface Loading Effects Neglected in Volume-Conserving Models , 2006 .

[8]  S. Jayne,et al.  A comparison of in situ bottom pressure array measurements with GRACE estimates in the Kuroshio Extension , 2008 .

[9]  Interannual mean sea level change and the Earth's water mass budget , 2000 .

[10]  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 .

[11]  Peter Schwintzer,et al.  Seasonal variation of ocean bottom pressure derived from Gravity Recovery and Climate Experiment (GRACE): Local validation and global patterns , 2005 .

[12]  Victor Zlotnicki,et al.  Time‐variable gravity from GRACE: First results , 2004 .

[13]  Olaf Boebel,et al.  Validation of GRACE Gravity Fields by In-Situ Data of Ocean Bottom Pressure , 2010 .

[14]  R. Nerem,et al.  Observations of annual variations of the Earth's gravitational field using satellite laser ranging and geophysical models , 2000 .

[15]  M. Meredith,et al.  Coherence of Antarctic sea levels, Southern Hemisphere Annular Mode, and flow through Drake Passage , 2003 .

[16]  J. Kusche,et al.  Changes in total ocean mass derived from GRACE, GPS, and ocean modeling with weekly resolution , 2009 .

[17]  I. Fukumori,et al.  Antarctic Circumpolar Current Transport Variability during 2003–05 from GRACE , 2007 .

[18]  B. Chao,et al.  Detection of a Large-Scale Mass Redistribution in the Terrestrial System Since 1998 , 2002, Science.

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

[20]  Jens Schröter,et al.  A pattern‐filtering method for the determination of ocean bottom pressure anomalies from GRACE solutions , 2008 .

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

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

[23]  Low-frequency exchange of mass between ocean basins , 2009 .

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

[25]  C. Hughes,et al.  Observing seasonal bottom pressure variability in the North Pacific with GRACE , 2006 .

[26]  Shin‐Chan Han,et al.  Ocean tidal solutions in Antarctica from GRACE inter‐satellite tracking data , 2007 .

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

[28]  V. Zlotnicki,et al.  Subpolar ocean bottom pressure oscillation and its links to the tropical ENSO , 2008 .

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

[30]  Shin‐Chan Han,et al.  One centimeter-level observations of diurnal ocean tides from global monthly mean time-variable gravity fields , 2010 .

[31]  Jean-François Crétaux,et al.  Seasonal and interannual geocenter motion from SLR and DORIS measurements: Comparison with surface loading data , 2002 .

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

[33]  D. Menemenlis,et al.  A Near-Uniform Basin-Wide Sea Level Fluctuation of the Mediterranean Sea , 2007 .

[34]  Sandra-Esther Brunnabend Sea Level Variations derived from Mass Conserving Finite Element Sea-Ice Ocean Model , 2011 .

[35]  R. Ray,et al.  Assimilation of GRACE tide solutions into a numerical hydrodynamic inverse model , 2009 .

[36]  S. Levitus,et al.  World ocean atlas 2009 , 2010 .

[37]  J. Willis,et al.  Interannual variability in upper ocean heat content, temperature, and thermosteric expansion on global scales , 2004 .

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

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

[40]  Guillaume Ramillien,et al.  Comparison of in situ bottom pressure data with GRACE gravimetry in the Crozet‐Kerguelen region , 2006 .

[41]  Liping Wang,et al.  Can the Topex/Poseidon altimetry data be used to estimate air‐sea heat flux in the North Atlantic? , 1997 .

[42]  M. Wenzel,et al.  Understanding Measured Sea Level Ride by Data Assimilation , 2006 .

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

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

[45]  R. Ponte,et al.  Estimating weights for the use of time-dependent gravity recovery and climate experiment data in constraining ocean models , 2008 .

[46]  C. Hughes,et al.  Propagation of signals in basin‐scale ocean bottom pressure from a barotropic model , 2006 .

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

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

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

[50]  R. Kwok,et al.  Recent trends in Arctic Ocean mass distribution revealed by GRACE , 2007 .

[51]  M. Rothacher,et al.  System Earth via Geodetic-Geophysical Space Techniques , 2010 .

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

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

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

[55]  Timothy P. Boyer,et al.  NOAA Atlas NESDIS 61 , 2006 .

[56]  R. Ponte,et al.  Bottom pressure changes around Antarctica and wind‐driven meridional flows , 2009 .

[57]  J. Gregory,et al.  Ocean angular momentum signals in a climate model and implications for Earth rotation , 2002 .

[58]  Jean-René Donguy,et al.  Relations Between Sea Level, Thermocline Depth, Heat Content, and Dynamic Height in the Tropical Pacific Ocean , 1985 .

[59]  Don P. Chambers,et al.  Observing seasonal steric sea level variations with GRACE and satellite altimetry , 2006 .

[60]  D. Rowlands,et al.  Recent glacier mass changes in the Gulf of Alaska region from GRACE mascon solutions , 2008, Journal of Glaciology.

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

[62]  C. Wunsch,et al.  A comparison of model and GRACE estimates of the large‐scale seasonal cycle in ocean bottom pressure , 2007 .

[63]  Richard S. Gross,et al.  the excitation of the Chandler wobble , 2000 .

[64]  M. Watkins,et al.  The gravity recovery and climate experiment: Mission overview and early results , 2004 .

[65]  Gregory C. Johnson,et al.  Warming of Global Abyssal and Deep Southern Ocean Waters between the 1990s and 2000s: Contributions to Global Heat and Sea Level Rise Budgets* , 2010 .

[66]  J. Morison Seasonal variations in the West Spitsbergen Current estimated from bottom pressure measurements , 1991 .

[67]  D. Stammer,et al.  Oceanic signals in observed motions of the Earth's pole of rotation , 1998, Nature.

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

[69]  D. Stammer,et al.  Role of ocean currents and bottom pressure variability on seasonal polar motion , 1999 .

[70]  Uncertainty in ocean mass trends from GRACE , 2010 .

[71]  Chang-Kou Tai,et al.  Inferring interannual changes in global upper ocean heat storage from TOPEX altimetry , 1995 .

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

[73]  D. Chambers Calculating trends from GRACE in the presence of large changes in continental ice storage and ocean mass , 2009 .

[74]  R. Nerem,et al.  Recent Greenland Ice Mass Loss by Drainage System from Satellite Gravity Observations , 2006, Science.

[75]  Don P. Chambers,et al.  A Global Evaluation of Ocean Bottom Pressure from GRACE, OMCT, and Steric-Corrected Altimetry , 2010 .

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

[77]  D. Chambers,et al.  Long‐period ocean heat storage rates and basin‐scale heat fluxes from TOPEX , 1997 .