Periodic components of water storage changes from GRACE and global hydrology models: PERIODIC WATER STORAGE CHANGES AND GRACE

We analyse spatio-temporal variations of surface mass anomalies induced by hydrological mass redistributions at the Earth’s surface. To this end, we use a suite of global hydrological models as well as products from the Gravity Recovery and Climate Experiment (GRACE) satellite mission. As a novelty we identify dominating periodic patterns that are not restricted to the fundamental annual frequency and its overtones, using a method that combines conventional empirical orthogonal functions (EOF) analysis with a determination of sine waves of arbitrary periods from the principal components. We assess the significance of the derived spectra in view of correlated errors of the GRACE data by means of a Monte-Carlo technique. This allows us to create filtered GRACE time series including only the significant terms, which will serve for basin-specific calibration of hydrological models with respect to the dominant periodic water storage variations. The study reveals that besides dominating annual signals, semiannual (found only in a few basins), and also long-periodic waves in the range of 2.1 to 2.5 years contribute to periodic water storage variations. An interpretation and a preliminary explanation of these spectra is included. Comparisons of the spectra obtained from GRACE and global hydrological models exhibit in many river basins a systematic advance of the phases of annual terms of the hydrological models as compared to GRACE in the range of 1 to 6 weeks. This indicates deficiencies of the hydrological models w.r.t. runoff routing in the river network and/or water retention in lakes and wetlands. GeoForschungsZentrum, Potsdam, Germany Copyright 2008 by the American Geophysical Union. 0148-0227/08/$9.00

[1]  Huug van den Dool,et al.  Analysis of model-calculated soil moisture over the United States (1931-1993) and applications to long-range temperature forecasts , 1996 .

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

[3]  Interannual variability in western US precipitation , 1998 .

[4]  P. Milly,et al.  Global Modeling of Land Water and Energy Balances. Part I: The Land Dynamics (LaD) Model , 2002 .

[5]  Rainer Mautz Zur Lösung nichtlinearer Ausgleichungsprobleme bei der Bestimmung von Frequenzen in Zeitreihen , 2001 .

[6]  Ning Zeng,et al.  Seasonal cycle and interannual variability in the Amazon hydrologic cycle , 1999 .

[7]  P. Milly,et al.  Global Modeling of Land Water and Energy Balances. Part II: Land-Characteristic Contributions to Spatial Variability , 2002 .

[8]  M. Rothacher,et al.  Towards a characterization of temporal gravity field variations in GRACE observations and global hydrology models , 2007 .

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

[10]  R. Dietrich,et al.  Errors of regional mass variations inferred from GRACE monthly solutions , 2006 .

[11]  J. Kusche,et al.  Gibbs sampler for computing and propagating large covariance matrices , 2003 .

[12]  B. Tapley,et al.  The Grace Mission: Status And Future Plans , 2001 .

[13]  S. Swenson,et al.  Accuracy of GRACE mass estimates , 2006 .

[14]  Josyane Ronchail,et al.  Recent advances in wavelet analyses: Part 2—Amazon, Parana, Orinoco and Congo discharges time scale variability , 2005 .

[15]  Germán Poveda,et al.  Feedbacks between Hydrological Processes in Tropical South America and Large-Scale Ocean–Atmospheric Phenomena , 1997 .

[16]  Bruno Merz,et al.  A global analysis of temporal and spatial variations in continental water storage , 2007 .

[17]  W. Luxemburg,et al.  Temperatures and precipitation totals over the Russian Far East and Eastern Siberia: long-term variability and its links to teleconnection indices , 2006 .

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

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

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

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

[22]  David Labat,et al.  Wavelet analysis of the annual discharge records of the world’s largest rivers , 2008 .

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

[24]  Petra Döll,et al.  GRACE observations of changes in continental water storage , 2006 .

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

[26]  U. Meyer,et al.  GRACE time-variable gravity accuracy assessment , 2007 .

[27]  N. Ward,et al.  Hydro‐meteorological variability in the greater Ganges–Brahmaputra–Meghna basins , 2004 .

[28]  Matthew Rodell,et al.  Low degree spherical harmonic influences on Gravity Recovery and Climate Experiment (GRACE) water storage estimates , 2005 .

[29]  U. Meyer,et al.  An Earth gravity field model complete to degree and order 150 from GRACE: EIGEN-GRACE02S , 2005 .

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

[31]  Solving nonlinear adjustment problems by global optimization , 2002 .

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

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

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

[35]  P. Pardalos,et al.  Handbook of global optimization , 1995 .

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

[37]  Erkennung von physikalisch vorhandenen Periodizitäten in Zeitreihen , 2005 .