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Volumn 121, Issue 14, 2016, Pages 8254-8268

Estimating uncertainties in the newly developed multi-source land snow data assimilation system

Author keywords

[No Author keywords available]

Indexed keywords

ATMOSPHERIC FORCING; DATA ASSIMILATION; GRACE; MODIS; NORTHERN HEMISPHERE; REMOTE SENSING; SNOW COVER; UNCERTAINTY ANALYSIS; WATER STORAGE;

EID: 84979030657     PISSN: 01480227     EISSN: 21562202     Source Type: Journal    
DOI: 10.1002/2015JD024248     Document Type: Article
Times cited : (14)

References (41)
  • 1
    • 0842334547 scopus 로고    scopus 로고
    • The version-2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis (1979-present)
    • Adler, R. F., et al. (2003), The version-2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis (1979-present), J. Hydrometeorol., 4, 1147-1167.
    • (2003) J. Hydrometeorol. , vol.4 , pp. 1147-1167
    • Adler, R.F.1
  • 2
    • 84856153392 scopus 로고    scopus 로고
    • Estimating climatological bias errors for the Global Precipitation Climatology Project (GPCP)
    • Adler, R. F., G. Gu, and G. J. Huffman (2012), Estimating climatological bias errors for the Global Precipitation Climatology Project (GPCP), J. Appl. Meteorol. Climatol., 51, 84-99.
    • (2012) J. Appl. Meteorol. Climatol. , vol.51 , pp. 84-99
    • Adler, R.F.1    Gu, G.2    Huffman, G.J.3
  • 3
    • 0035655814 scopus 로고    scopus 로고
    • An ensemble adjustment Kalman filter for data assimilation
    • Anderson, J. L. (2001), An ensemble adjustment Kalman filter for data assimilation, Mon. Weather Rev., 129, 2884-2903.
    • (2001) Mon. Weather Rev. , vol.129 , pp. 2884-2903
    • Anderson, J.L.1
  • 5
    • 33645875289 scopus 로고    scopus 로고
    • Assimilating remotely sensed snow observations into a macroscale hydrology model
    • Andreadis, K. M., and D. P. Lettenmaier (2006), Assimilating remotely sensed snow observations into a macroscale hydrology model, Adv. Water Resour., 29, 872-886.
    • (2006) Adv. Water Resour. , vol.29 , pp. 872-886
    • Andreadis, K.M.1    Lettenmaier, D.P.2
  • 6
    • 33846868359 scopus 로고    scopus 로고
    • Bias and data assimilation
    • Dee, D. P. (2005), Bias and data assimilation, Q. J. R. Meteorol. Soc., 131, 3323-3343, doi:10.1256/qj.05.137.
    • (2005) Q. J. R. Meteorol. Soc. , vol.131 , pp. 3323-3343
    • Dee, D.P.1
  • 7
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics
    • Evensen, G. (1994), Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics, J. Geophys. Res., 99, 10,143-10,162, doi:10.1029/94JC00572.
    • (1994) J. Geophys. Res. , vol.99 , pp. 10143-10162
    • Evensen, G.1
  • 8
    • 84913534091 scopus 로고    scopus 로고
    • Effect of meteorological forcing and snow model complexity on hydrological simulations in the Sieber catchment (Harz Mountains, Germany)
    • Forster, K., G. Meon, T. Marke, and U. Strasser (2014), Effect of meteorological forcing and snow model complexity on hydrological simulations in the Sieber catchment (Harz Mountains, Germany), Hydrol. Earth Syst. Sci., 18, 4703-4720, doi:10.5194/hess-18-4703-2014.
    • (2014) Hydrol. Earth Syst. Sci. , vol.18 , pp. 4703-4720
    • Forster, K.1    Meon, G.2    Marke, T.3    Strasser, U.4
  • 9
    • 79958294849 scopus 로고    scopus 로고
    • The Community Climate System Model version 4
    • Gent, P. R., et al. (2011), The Community Climate System Model version 4, J. Clim., 24, 4973-4991.
    • (2011) J. Clim. , vol.24 , pp. 4973-4991
    • Gent, P.R.1
  • 10
    • 84865728764 scopus 로고    scopus 로고
    • Towards a comprehensive assessment of model structural adequacy
    • Gupta, H. V., M. P. Clark, J. A. Vrugt, G. Abramowitz, and M. Ye (2012), Towards a comprehensive assessment of model structural adequacy, Water Resour. Res., 48, W08301, doi:10.1029/2011WR011044.
    • (2012) Water Resour. Res. , vol.48
    • Gupta, H.V.1    Clark, M.P.2    Vrugt, J.A.3    Abramowitz, G.4    Ye, M.5
  • 11
    • 34250374111 scopus 로고    scopus 로고
    • Accuracy assessment of the MODIS snow products
    • Hall, D. K., and G. A. Riggs (2007), Accuracy assessment of the MODIS snow products, Hydrol. Process., 1547, 1534-1547.
    • (2007) Hydrol. Process. , vol.1547 , pp. 1534-1547
    • Hall, D.K.1    Riggs, G.A.2
  • 13
    • 84896589410 scopus 로고    scopus 로고
    • Estimating the human contribution to groundwater depletion in the Middle East, from GRACE data, land surface models, and well observations
    • Joodaki, G., J. Wahr, and S. Swenson (2014), Estimating the human contribution to groundwater depletion in the Middle East, from GRACE data, land surface models, and well observations, Water Resour. Res., 50, 2679-2692, doi:10.1002/2013WR014633.
    • (2014) Water Resour. Res. , vol.50 , pp. 2679-2692
    • Joodaki, G.1    Wahr, J.2    Swenson, S.3
  • 14
    • 71949105696 scopus 로고    scopus 로고
    • Role of rivers in the seasonal variations of terrestrial water storage over global basins
    • Kim, H., P. J.-F. Yeh, T. Oki, and S. Kanae (2009), Role of rivers in the seasonal variations of terrestrial water storage over global basins, Geophys. Res. Lett., 36, L17402, doi:10.1029/2009GL039006.
    • (2009) Geophys. Res. Lett. , vol.36
    • Kim, H.1    Yeh, P.J.-F.2    Oki, T.3    Kanae, S.4
  • 15
    • 84860615114 scopus 로고    scopus 로고
    • Accuracy of scaled GRACE terrestrial water storage estimates
    • Landerer, F. W., and S. C. Swenson (2012), Accuracy of scaled GRACE terrestrial water storage estimates, Water. Resour. Res, 48, W04531, doi:10.1029/2011WR011453.
    • (2012) Water. Resour. Res , vol.48
    • Landerer, F.W.1    Swenson, S.C.2
  • 16
    • 61349101859 scopus 로고    scopus 로고
    • Recent glacier mass changes in the Gulf of Alaska region from GRACE mascon solutions
    • Luthcke, S. B., A. A. Arendt, D. D. Rowlands, J. J. McCarthy, and C. F. Larsen (2008), Recent glacier mass changes in the Gulf of Alaska region from GRACE mascon solutions, J. Glaciol., 54, 767-777.
    • (2008) J. Glaciol. , vol.54 , pp. 767-777
    • Luthcke, S.B.1    Arendt, A.A.2    Rowlands, D.D.3    McCarthy, J.J.4    Larsen, C.F.5
  • 17
    • 84871364784 scopus 로고    scopus 로고
    • Evolution of ensemble data assimilation for uncertainty quantification using the particle filter-Markov chain Monte Carlo method
    • Moradkhani, H., C. M. DeChant, and S. Sorooshian (2012), Evolution of ensemble data assimilation for uncertainty quantification using the particle filter-Markov chain Monte Carlo method, Water Resour. Res., 48, W12520, doi:10.1029/2012WR012144.
    • (2012) Water Resour. Res. , vol.48
    • Moradkhani, H.1    DeChant, C.M.2    Sorooshian, S.3
  • 18
    • 79952649887 scopus 로고    scopus 로고
    • Impact of uncertainties in meteorological forcing data and land surface parameters on global estimates of terrestrial water balance components
    • Nasonova, O. N., Y. M. Gusev, and Y. E. Kovalev (2011), Impact of uncertainties in meteorological forcing data and land surface parameters on global estimates of terrestrial water balance components, Hydrol. Process., 25, 1074-1090, doi:10.1002/hyp.7651.
    • (2011) Hydrol. Process. , vol.25 , pp. 1074-1090
    • Nasonova, O.N.1    Gusev, Y.M.2    Kovalev, Y.E.3
  • 19
    • 38549173997 scopus 로고    scopus 로고
    • An observation-based formulation of snow cover fraction and its evaluation over large North American river basins
    • Niu, G.-Y., and Z.-L. Yang (2007), An observation-based formulation of snow cover fraction and its evaluation over large North American river basins, J. Geophys. Res., 112, D21101, doi:10.1029/2007JD008674.
    • (2007) J. Geophys. Res. , vol.112
    • Niu, G.-Y.1    Yang, Z.-L.2
  • 21
    • 84904015914 scopus 로고    scopus 로고
    • Technical description of version 4.5 of the Community Land Model (CLM)
    • NCAR Tech. Note NCAR/TN-503+STR
    • Oleson K. W., et al. (2013), Technical description of version 4.5 of the Community Land Model (CLM), NCAR Tech. Note NCAR/TN-503+STR, 422 pp., Natl. Cent. for Atmos. Res., Boulder, Colo., doi:10.5065/D6RR1W7M.
    • (2013) Natl. Cent. for Atmos. Res., Boulder, Colo. , pp. 422
    • Oleson, K.W.1
  • 22
    • 84937912487 scopus 로고    scopus 로고
    • Comparative assessment of satellite-retrieved surface net radiation: An examination on CERES and SRB datasets in China
    • Pan, X., Y. Liu, and X. Fan (2015), Comparative assessment of satellite-retrieved surface net radiation: an examination on CERES and SRB datasets in China, Remote Sens., 7, 4899-4918, doi:10.3390/rs70404899.
    • (2015) Remote Sens. , vol.7 , pp. 4899-4918
    • Pan, X.1    Liu, Y.2    Fan, X.3
  • 23
    • 33750954695 scopus 로고    scopus 로고
    • Simulation of global land surface conditions from 1948-2004. Part I: Forcing data and evaluation
    • Qian, T., A. Dai, K. E. Trenberth, and K. W. Oleson (2006), Simulation of global land surface conditions from 1948-2004. Part I: Forcing data and evaluation, J. Hydrometeorol., 7, 953-975.
    • (2006) J. Hydrometeorol. , vol.7 , pp. 953-975
    • Qian, T.1    Dai, A.2    Trenberth, K.E.3    Oleson, K.W.4
  • 25
    • 77950177246 scopus 로고    scopus 로고
    • Understanding predictive uncertainty in hydrologic modeling: The challenge of identifying input and structural errors
    • Renard, B., D. Kavetski, G. Kuczera, M. Thyer, and S. W. Franks (2010), Understanding predictive uncertainty in hydrologic modeling: The challenge of identifying input and structural errors, Water Resour. Res., 46, W05521, doi:10.1029/2009WR008328.
    • (2010) Water Resour. Res. , vol.46
    • Renard, B.1    Kavetski, D.2    Kuczera, G.3    Thyer, M.4    Franks, S.W.5
  • 26
    • 0034965683 scopus 로고    scopus 로고
    • An analysis of terrestrial water storage variations in Illinois with implications for the Gravity Recovery and Climate Experiment (GRACE)
    • Rodell, M., and J. Famiglietti (2001), An analysis of terrestrial water storage variations in Illinois with implications for the Gravity Recovery and Climate Experiment (GRACE), Water Resour. Res., 37, 1327-1339, doi:10.1029/2000WR900306.
    • (2001) Water Resour. Res. , vol.37 , pp. 1327-1339
    • Rodell, M.1    Famiglietti, J.2
  • 27
    • 77955160393 scopus 로고    scopus 로고
    • Global mass flux solutions from GRACE: A comparison of parameter estimation strategies-Mass concentrations versus Stokes coefficients
    • Rowlands, D. D., S. B. Luthcke, J. J. McCarthy, S. M. Klosko, D. S. Chinn, F. G. Lemoine, J.-P. Boy, and T. J. Sabaka (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.
    • (2010) J. Geophys. Res. , vol.115
    • Rowlands, D.D.1    Luthcke, S.B.2    McCarthy, J.J.3    Klosko, S.M.4    Chinn, D.S.5    Lemoine, F.G.6    Boy, J.-P.7    Sabaka, T.J.8
  • 28
    • 33746906726 scopus 로고    scopus 로고
    • Development of a 50-year high-resolution global dataset of meteorological forcings for land surface modeling
    • Sheffield, J., G. Goteti, and E. F. Wood (2006), Development of a 50-year high-resolution global dataset of meteorological forcings for land surface modeling, J. Clim., 19, 3088-3110.
    • (2006) J. Clim. , vol.19 , pp. 3088-3110
    • Sheffield, J.1    Goteti, G.2    Wood, E.F.3
  • 30
    • 77953151183 scopus 로고    scopus 로고
    • Multisensor snow data assimilation at the continental scale: The value of Gravity Recovery and Climate Experiment terrestrial water storage information
    • Su, H., Z.-L. Yang, R. E. Dickinson, C. R. Wilson, and G.-Y. Niu (2010), Multisensor snow data assimilation at the continental scale: The value of Gravity Recovery and Climate Experiment terrestrial water storage information, J. Geophys. Res., 115, D10104, doi:10.1029/2009JD013035.
    • (2010) J. Geophys. Res. , vol.115
    • Su, H.1    Yang, Z.-L.2    Dickinson, R.E.3    Wilson, C.R.4    Niu, G.-Y.5
  • 31
    • 84869402742 scopus 로고    scopus 로고
    • A new fractional snow-covered area parameterization for the Community Land Model and its effect on the surface energy balance
    • Swenson, S. C., and D. M. Lawrence (2012), A new fractional snow-covered area parameterization for the Community Land Model and its effect on the surface energy balance, J. Geophys. Res., 117, D21107, doi:10.1029/2012JD018178.
    • (2012) J. Geophys. Res. , vol.117
    • Swenson, S.C.1    Lawrence, D.M.2
  • 32
    • 33745475363 scopus 로고    scopus 로고
    • Post-processing removal of correlated errors in GRACE data
    • Swenson, S. C., and J. Wahr (2006), Post-processing removal of correlated errors in GRACE data, Geophys. Res. Lett., 33, L08402, doi:10.1029/2005GL025285.
    • (2006) Geophys. Res. Lett. , vol.33
    • Swenson, S.C.1    Wahr, J.2
  • 33
    • 84864596813 scopus 로고    scopus 로고
    • Improved simulation of the terrestrial hydrological cycle in permafrost regions by the Community Land Model
    • Swenson, S. C., D. M. Lawrence, and H. Lee (2012), Improved simulation of the terrestrial hydrological cycle in permafrost regions by the Community Land Model, J. Adv. Model. Earth Syst., 4, M08002, doi:10.1029/2012MS000165.
    • (2012) J. Adv. Model. Earth Syst. , vol.4
    • Swenson, S.C.1    Lawrence, D.M.2    Lee, H.3
  • 34
    • 41149128664 scopus 로고    scopus 로고
    • Analysis of terrestrial water storage changes from GRACE and GLDAS
    • Syed, T. H., J. S. Famiglietti, M. Rodell, J. Chen, and C. R. Wilson (2008), Analysis of terrestrial water storage changes from GRACE and GLDAS, Water Resour. Res., 44, W02433, doi:10.1029/2006WR005779.
    • (2008) Water Resour. Res. , vol.44
    • Syed, T.H.1    Famiglietti, J.S.2    Rodell, M.3    Chen, J.4    Wilson, C.R.5
  • 35
    • 27744522412 scopus 로고    scopus 로고
    • Greenland mass balance from GRACE
    • Velicogna, I., and J. Wahr (2005), Greenland mass balance from GRACE, Geophys. Res. Lett., 32, L14501, doi:10.1029/2005GL023458.
    • (2005) Geophys. Res. Lett. , vol.32
    • Velicogna, I.1    Wahr, J.2
  • 36
    • 0036646009 scopus 로고    scopus 로고
    • Ensemble data assimilation without perturbed observations
    • Whitaker, J. S., and T. M. Hamill (2002), Ensemble data assimilation without perturbed observations, Mon. Weather Rev., 130, 1913-1924.
    • (2002) Mon. Weather Rev. , vol.130 , pp. 1913-1924
    • Whitaker, J.S.1    Hamill, T.M.2
  • 37
    • 84982285099 scopus 로고    scopus 로고
    • Pentad Precipitation, in ISLSCP Initiative II Collection, Data Set, edited by F. G. Hall et al., Oak Ridge Natl. Lab. Distrib. Active Archive Cent., Oak Ridge, Tenn
    • Xie, P. (2011), ISLSCP II Global Precipitation Climatology Project Version 1, Pentad Precipitation, in ISLSCP Initiative II Collection, Data Set, edited by F. G. Hall et al., Oak Ridge Natl. Lab. Distrib. Active Archive Cent., Oak Ridge, Tenn., doi:10.3334/ORNLDAAC/1002.
    • (2011) ISLSCP II Global Precipitation Climatology Project Version 1
    • Xie, P.1
  • 38
    • 0031457344 scopus 로고    scopus 로고
    • Validation of the snow sub-model of the Biosphere-Atmosphere Transfer Scheme with Russian snow cover and meteorological observational data
    • Yang, Z.-L., R. E. Dickinson, A. Robock, and K. Y. Vinnikov (1997), Validation of the snow sub-model of the Biosphere-Atmosphere Transfer Scheme with Russian snow cover and meteorological observational data, J. Clim., 10, 353-373.
    • (1997) J. Clim. , vol.10 , pp. 353-373
    • Yang, Z.-L.1    Dickinson, R.E.2    Robock, A.3    Vinnikov, K.Y.4
  • 39
    • 57749096596 scopus 로고    scopus 로고
    • Assimilation of GRACE terrestrial water storage data into a land surfacemodel: Results for the Mississippi River Basin
    • Zaitchik, B. F., M. Rodell, and R. H. Reichle (2008), Assimilation of GRACE terrestrial water storage data into a land surfacemodel: results for the Mississippi River Basin, J. Hydrometeorol., 9, 535-548, doi:10.1175/2007JHM951.1.
    • (2008) J. Hydrometeorol. , vol.9 , pp. 535-548
    • Zaitchik, B.F.1    Rodell, M.2    Reichle, R.H.3
  • 40
    • 84982240923 scopus 로고    scopus 로고
    • Evaluation and Uncertainty Quantification of the Extensible Data Assimilation System, PhD dissertation, The Univ. of Tex. at Austin, Austin
    • Zhang, Y.-F. (2015), Multivariate Land Snow Data Assimilation in the Northern Hemisphere: Development, Evaluation and Uncertainty Quantification of the Extensible Data Assimilation System, PhD dissertation, 138 pp., The Univ. of Tex. at Austin, Austin.
    • (2015) Multivariate Land Snow Data Assimilation in the Northern Hemisphere: Development , pp. 138
    • Zhang, Y.-F.1
  • 41
    • 84904748184 scopus 로고    scopus 로고
    • Assimilation of MODIS snow cover through the Data Assimilation Research Testbed and the Community Land Model version 4
    • Zhang, Y.-F., T. J. Hoar, Z.-L. Yang, J. L. Anderson, A. M. Toure, and M. Rodell (2014), Assimilation of MODIS snow cover through the Data Assimilation Research Testbed and the Community Land Model version 4, J. Geophys. Res. Atmos., 119, 7091-7103, doi:10.1002/2013JD021329.
    • (2014) J. Geophys. Res. Atmos. , vol.119 , pp. 7091-7103
    • Zhang, Y.-F.1    Hoar, T.J.2    Yang, Z.-L.3    Anderson, J.L.4    Toure, A.M.5    Rodell, M.6


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