Retrieval of Large-Scale Hydrological Signals in Africa from GRACE Time-Variable Gravity Fields
详细信息    查看全文
  • 作者:Jean-Paul Boy (12) jeanpaul.boy@unistra.fr
    Jacques Hinderer (1) jacques.hinderer@unistra.fr
    Caroline de Linage (3) caroline.delinage@uci.edu
  • 关键词:Time ; variable gravity – ; global change from geodesy – ; hydrology – ; Africa
  • 刊名:Pure and Applied Geophysics
  • 出版年:2012
  • 出版时间:August 2012
  • 年:2012
  • 卷:169
  • 期:8
  • 页码:1373-1390
  • 全文大小:2.1 MB
  • 参考文献:1. Alsdorf, D. E., Rodriguez, E. & Lettenmaier, D. P., 2007. Measuring surface water from space, Rev. Geophys., 45, RG2002, doi:10.1029/2006RG000197.
    2. Awange, J. L., Sharifi, M. A., Ogonda, G., Wickert, J., Grafarend, E. W. & Omulo, M. A., 2008. The falling lake Victoria water level: GRACE, TRIMM and CHAMP satellite analysis of the lake basin, Water Resour. Manage., 22, 775–796.
    3. Balsamo, G., Viterbo, P., Beljaars, A., van den Hurk, B., Hirschi, M., Betts, A.K. & Scipal, K., 2009. A Revised Hydrology for the ECMWF Model: Verification from Field Site to Terrestrial Water Storage and Impact in the Integrated Forecast System, J. Hydrometeor., 10(3), 623–642.
    4. Bonan, G.B., 1998. The land surface climatology of the NCAR Land Surface Model coupled to the NCAR Community Climate Model, J. Climate, 11, 1307–1326.
    5. Boy, J.-P. & Chao, B. F., 2005. Precise evaluation of atmospheric loading effects on Earth’s time-variable gravity field, J. Geophys. Res., 110, B08412, doi:10.1029/2002JB002333.
    6. Bruinsma, S. Lemoine, J.-M., Biancale, R. & Val茅s, N., 2010. CNES/GRGS 10-day gravity field models (release 2) and their evaluation, Adv. Space Res., 45, 587–601.
    7. Carr猫re, C. & Lyard, F., 2003. Modelling the barotropic response of the global ocean to atmospheric wind and pressure forcing—Comparisons with observations, Geophys. Res. Lett., 30(6), 1275, doi:10.1029/2002GL016473.
    8. Chao, B. F., 2005. On inversion for mass distribution from global (time-variable) gravity field, J. Geodynamics, 39, 223–230.
    9. Chen, F., Mitchell, K., Schaake, J., Xue, Y., Pan, H., Koren, V., Duan, Y., Ek, M. & Betts, A., 1996. Modeling of land-surface evaporation by four schemes and comparison with FIFE observations, J. Geophys. Res., 101(D3), 7251–7268.
    10. Crowley, J. W., Mitrovica, J. X., Bailey, R. C., Tamisiea, M. E. & Davis, J. L., 2006. Land water storage within the Congo Basin inferred from GRACE satellite gravity data, Geophys. Res. Lett., 33, L19402, doi:10.1029/2006GL027070.
    11. Crowley, J. W., Mitrovica, J. X., Bailey, R. C., Tamisiea, M. E. & Davis, J. L., 2008, Annual variations in water storage and precipitation in the Amazon Basin, J. Geod., 82, 9–13.
    12. Flechtner, F., 2007. GFZ Level-2 Processing Standards Document For Level-2 Product Release 0004. GRACE 327-743 (GR-GFZ-STD-001), Rev. 1.0.
    13. Han, S.-C., H. Kim, I.-Y. Yeo, P. Yeh, T. Oki, K.-W. Seo, D. Alsdorf & S. B. Luthcke, 2009. Dynamics of surface water storage in the Amazon inferred from measurements of inter-satellite distance change, Geophys. Res. Lett., 36, L09403, doi:10.1029/2009GL037910.
    14. Hinderer, J. et al., 2009. The GHYRAF (Gravity and Hydrology in Africa) experiment: description and first results, J. Geodyn., 48, 172–181.
    15. Huffman, G. J., Adler, R. F., Bolvin, D. T., Gu, G., Nelkin, E. J., Bowman, K. P., Hong, Y., Stocker, E. F. & Wolff, D. B., 2007. The TRMM Multi-satellite Precipitation Analysis: Quasi-Global, Multi-Year, Combined-Sensor Precipitation Estimates at Fine Scale, J. Hydrometeor., 8(1), 38–55.
    16. Jenness, J., Dooley, J., Aguilar-Manjarrez, J. & Riva, C., 2008. African Water Resource Database. GIS-based tools for inland aquatic resource management. 2., Technical manual and workbook, CIFA Technical Paper, 33, Part 2. Rome, 308 p.
    17. Joyce, R. J., J. E. Janowiak, P. A. Arkin, & P. Xie, 2004. CMORPH: A method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution, J. Hydromet., 5, 487–503.
    18. Kalnay, E., et al., 1996. The NCEP/NCAR 40-year reanalysis project, Bull. Amer. Meteor. Soc., 77, 437–470.
    19. Koster, R. D. & Suarez, M. J., 1996. Energy and Water Balance Calculations in the MOSAIC LSM, NASA Technical Memorandum, 104606, 9, 76 pp.
    20. Lemoine, J.-M., Bruinsma, S., Loyer, S., Biancale, S., Marty, J.-C., Perosanz, F. & Balmino, G., 2007. Temporal gravity field models inferred from GRACE data, Adv. Space Res., 39, 1620–1629.
    21. Liang, X., Lettenmaier, D. P., Wood, E. F. & Burges, S. J. , 1994. A Simple hydrologically Based Model of Land Surface Water and Energy Fluxes for GSMs, J. Geophys. Res., 99(D7), 14,415–14,428.
    22. Luthcke, S. B., Rowlands, D. D., Lemoine, F. G.,Klosko, S. M., Chinn, D. S. & McCarthy, J. J., 2006. Monthly spherical harmonic gravity field solutions determined from GRACE inter-satellite range-rate data alone, Geophys. Res. Lett., 33, L02402, doi:10.1029/2005GL024846.
    23. Lyard, F., Lefevre, F., Letellier, T. & Francis, O., 2006. Modelling the global ocean tides: insights from FES2004, Ocean Dynamics, 56, 394–415.
    24. Rabier, F., J盲rvinen, H., Klinker, E., Mahfouf, J.-F. & Simmons, A., 2000. The ECMWF operational implementation of four-dimensional variational assimilation. I: Experimental results with simplified physics, Q. J. R. Met. Soc., 126, 1143–1170.
    25. Ramillien, G., Frappart, F., Cazenave, A. & G眉ntner, B., 2005. Time variations of land water storage from an inversion of 2 years of GRACE geoids, Earth Planet. Sci. Lett., 235, 283–301.
    26. Ramillien, G. & Boronina, A., 2008. Application of AVHRR imagery and GRACE measurements for calculation of actual evapotranspiration over the Quaternary aquifer (Lake Chad basin) and validation of groundwater models, J. Hydrol., 348, 98–109.
    27. Ray, R. D., 1999. A global ocean tide model from Topex/Poseidon altimetry: GOT99.2, NASA Tech. Memo. 209478, Goddard Space Flight Center, 58 pp.
    28. Ray, R. D. & Luthcke, S. B., 2006. Tide model errors and GRACE gravimetry: Towards a more realistic assessment, Geophys. J. Int., 167, 1055–1059.
    29. Rodell, M., Houser, P. R., Jambor, J., Gottschalck, J., Mitchell, K., Meng, C.-J., Arsenault, K., Cosgrove, B., Radakovich, J., Bosilovich, M., Entin, J. K., Walker, J. P., Lohmann, D. & Toll, D., 2004. The Global Land Data Assimilation System, Bull. Amer. Meteor. Soc., 85(3), 381–394.
    30. Rowlands, D. D., Luthcke, S. B., McCarthy, J. J., Klosko, S. M., Chinn, D. S., Lemoine, F. G., Boy, J.-P. & Sabaka, T. J., 2010. Global mass flux solutions from GRACE: A comparison of parameter estimation strategies: Mass concentrations versus Stokes coefficients, J. Geophys. Res., 115, B01403, doi:10.1029/2009JB006546.
    31. Rudolf, B., & U. Schneider, 2005. Calculation of Gridded Precipitation Data for the Global Land-Surface using in-situ Gauge Observations, Proceedings of the 2nd Workshop of the International Precipitation Working Group IPWG, Monterey October 2004, EUMETSAT, ISBN 92-9110-070-6, ISSN 1727-432X, 231–247.
    32. Schmidt, M., Seitz, F. & Shum, C. K., 2008. Regional four-dimensional hydrological mass variations from GRACE, atmospheric flux convergence, and river gauge data, J. Geophys. Res., 113, B10402, doi:10.1029/2008JB005575.
    33. Simmons, A., Uppala, C., Dee, D. & Kobayashi, S., 2007. ERA-Interim: New ECMWF reanalysis products from 1989 onwards, ECMWF Newsletter, 110, 25–35.
    34. Strassberg, G., Scanlon, B. R. & Rodell, M., 2007. Comparison of seasonal terrestrial water storage variations from GRACE with groundwater-level measurements from the High Plains Aquifer (USA), Geophys. Res. Lett., 34, L14402, doi: 10.1029/2007GL030139.
    35. Syed, T. H., Famiglietti, J. S., Chen, J. , Rodell, M., Seneviratne, S. I., Viterbo, P. & Wilson, C. R., 2005. Total basin discharge for the Amazon and Mississippi River basins from GRACE and a land-atmosphere water balance, Geophys. Res. Lett., 32, L24404, doi:10.1029/2005GL024851.
    36. Tapley, B. D., Bettadpur, S., Watkins, M. & Reigber, C., 2004. The gravity recovery and climate experiment: Mission overview and early results, Geophys. Res. Lett., 31, L09607, doi:10.1029/2004GL019920.
    37. Thomas, M., 2002. Ocean induced variations of Earth’s rotation -Results from a simultaneous model of global circulation and tides, PhD dissertation, University of Hamburg, Germany, 129pp.
    38. Uppala, S., Simmons, A., Dee, D. & Kobayashi, S., 2007. The third generation ECMWF reanalysis ERA-Interim, EMS7/ECAM8 Abstracts, 4, EMS2007-A-00167, 2007.
    39. Winsemius, H. C., Savenije, H. H. G., van de Giesen, N. C., van den Hurk, B. J. J. M., Zapreeva, E. A. & Klees, R., 2006. Assessment of Gravity Recovery and Climate Experiment (GRACE) temporal signature over the upper Zambezi, Water Resour. Res., 42, W12201, doi:10.1029/2006WR005192.
    40. Xie, P., Janowiak, J. E., Arkin, P. A., Adler, R., Gruber, A., Ferraro, R., Huffman, G. J. & Curtis, S., 2003. GPCP Pentad precipitation analysis: an experimental dataset based on gauge observations and satellite estimates, J. Clim., 16, 2197–2214.
  • 作者单位:1. EOST-IPGS (UMR 7516 CNRS-UdS), 5 rue Rene Descartes, 67084 Strasbourg, France2. Planetary Geodynamics Laboratory, Code 698, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA3. Department of Earth System Science, University of California, Irvine, CA 92697, USA
  • ISSN:1420-9136
文摘
Since its launch in April 2002, the Gravity Recovery and Climate Experiment (GRACE) mission is recording the Earth’s time-variable gravity field with temporal and spatial resolutions of typically 7–30 days and a few hundreds of kilometers, allowing the monitoring of continental water storage variations from both continental and river-basin scales. We investigate here large scale hydrological variations in Africa using different GRACE spherical harmonic solutions, using different processing strategies (constrained and unconstrained solutions). We compare our GRACE estimates to different global hydrology models, with different land-surface schemes and also precipitation forcing. We validate GRACE observations through two different techniques: first by studying desert areas, providing an estimate of the precision. Then we compare GRACE recovered mass variations of main lakes to volume changes derived from radar altimetry measurements. We also study the differences between different publicly available precipitation datasets from both space measurements and ground rain gauges, and their impact on soil-moisture estimates.
NGLC 2004-2010.National Geological Library of China All Rights Reserved.
Add:29 Xueyuan Rd,Haidian District,Beijing,PRC. Mail Add: 8324 mailbox 100083
For exchange or info please contact us via email.