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Volumn 15, Issue 5, 2014, Pages 1832-1848

Dual forcing and state correction via soil moisture assimilation for improved rainfall-runoff modeling

Author keywords

[No Author keywords available]

Indexed keywords

DATA ASSIMILATION; ERROR CORRECTION; PRECIPITATION INTENSITY; RAINFALL-RUNOFF MODELING; REMOTE SENSING; SOIL MOISTURE; STREAMFLOW;

EID: 84907450702     PISSN: 1525755X     EISSN: 15257541     Source Type: Journal    
DOI: 10.1175/JHM-D-14-0002.1     Document Type: Article
Times cited : (54)

References (41)
  • 1
    • 0141453411 scopus 로고    scopus 로고
    • Sequential assimilation of soil moisture and streamflow data in a conceptual rainfall-runoff model
    • Aubert, D., C. Loumagne, and L. Oudin, 2003: Sequential assimilation of soil moisture and streamflow data in a conceptual rainfall-runoff model. J. Hydrol., 280, 145-161, doi:10.1016/S0022-1694(03)00229-4.
    • (2003) J. Hydrol. , vol.280 , pp. 145-161
    • Aubert, D.1    Loumagne, C.2    Oudin, L.3
  • 2
    • 84862997550 scopus 로고    scopus 로고
    • Assimilation of surface and root-zone ASCAT soil moisture products into rainfall-runoff modelling
    • Brocca, L., T. Moramarco, F. Melone, W. Wagner, S. Hasenauer, and S. Hahn, 2012: Assimilation of surface and root-zone ASCAT soil moisture products into rainfall-runoff modelling. IEEE Trans. Geosci. Remote Sens., 50, 2542-2555, doi:10.1109/TGRS.2011.2177468.
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , pp. 2542-2555
    • Brocca, L.1    Moramarco, T.2    Melone, F.3    Wagner, W.4    Hasenauer, S.5    Hahn, S.6
  • 3
    • 84876814604 scopus 로고    scopus 로고
    • A new method for rainfall estimation through soil moisture observations
    • Brocca, L., F. Melone, T. Moramarco, and W. Wagner, 2013: A new method for rainfall estimation through soil moisture observations. Geophys. Res. Lett., 40, 853-858, doi:10.1002/grl.50173.
    • (2013) Geophys. Res. Lett. , vol.40 , pp. 853-858
    • Brocca, L.1    Melone, F.2    Moramarco, T.3    Wagner, W.4
  • 4
    • 0003408682 scopus 로고
    • A generalized streamflow simulation system-Conceptual modeling for digital computers
    • Tech. Rep., Joint Federal and State River Forecast Center, Sacramento, CA
    • Burnash, R. J. C., R. L. Ferral, and R. A. McGuire, 1973: A generalized streamflow simulation system-Conceptual modeling for digital computers. Tech. Rep., Joint Federal and State River Forecast Center, Sacramento, CA, 204 pp.
    • (1973) , pp. 204
    • Burnash, R.J.C.1    Ferral, R.L.2    McGuire, R.A.3
  • 5
    • 79952191311 scopus 로고    scopus 로고
    • Improving hydrologic predictions of a catchment model via assimilation of surface soil moisture
    • Chen, F., W. T. Crow, P. J. Starks, and D. N. Moriasi, 2011: Improving hydrologic predictions of a catchment model via assimilation of surface soil moisture. Adv. Water Resour., 34, 526-536, doi:10.1016/j.advwatres.2011.01.011.
    • (2011) Adv. Water Resour. , vol.34 , pp. 526-536
    • Chen, F.1    Crow, W.T.2    Starks, P.J.3    Moriasi, D.N.4
  • 6
    • 84901699951 scopus 로고    scopus 로고
    • Improving long-term, retrospective precipitation datasets using satellite-based surface soil moisture retrievals and the Soil Moisture Analysis Rainfall Tool (SMART)
    • Chen, F., W. T. Crow, and T. Holmes, 2012: Improving long-term, retrospective precipitation datasets using satellite-based surface soil moisture retrievals and the Soil Moisture Analysis Rainfall Tool (SMART). J. Appl. Remote Sens., 6, 063604, doi:10.1117/1.JRS.6.063604.
    • (2012) J. Appl. Remote Sens. , vol.6 , pp. 063604
    • Chen, F.1    Crow, W.T.2    Holmes, T.3
  • 7
    • 0034314363 scopus 로고    scopus 로고
    • Conditional bias in radar rainfall estimation
    • Ciach, G. J., M. L. Morrissey, and W. F. Krajewski, 2000: Conditional bias in radar rainfall estimation. J. Appl. Meteor., 39, 1941-1946, doi:10.1175/1520-0450(2000)039<1941:CBIRRE>2.0.CO;2.
    • (2000) J. Appl. Meteor. , vol.39 , pp. 1941-1946
    • Ciach, G.J.1    Morrissey, M.L.2    Krajewski, W.F.3
  • 8
    • 75749144491 scopus 로고    scopus 로고
    • A new data assimilation approach for improving runoff prediction using remotely-sensed soil moisture retrievals
    • Crow, W. T., and D. Ryu, 2009: A new data assimilation approach for improving runoff prediction using remotely-sensed soil moisture retrievals. Hydrol. Earth Syst. Sci., 13, 1-16, doi:10.5194/hess-13-1-2009.
    • (2009) Hydrol. Earth Syst. Sci. , vol.13 , pp. 1-16
    • Crow, W.T.1    Ryu, D.2
  • 9
    • 78649946736 scopus 로고    scopus 로고
    • An improved approach for estimating observation and model error parameters in soil moisture data assimilation
    • Crow, W. T., and M. J. van den Berg, 2010: An improved approach for estimating observation and model error parameters in soil moisture data assimilation. Water Resour. Res., 46, W12519, doi:10.1029/2010WR009402.
    • (2010) Water Resour. Res. , vol.46 , pp. W12519
    • Crow, W.T.1    van den Berg, M.J.2
  • 10
    • 84896713478 scopus 로고    scopus 로고
    • The Auto-Tuned Land Assimilation System (ATLAS)
    • Crow, W. T., and M. T. Yilmaz, 2014: The Auto-Tuned Land Assimilation System (ATLAS). Water Resour. Res., 50, 371-385, doi:10.1002/2013WR014550.
    • (2014) Water Resour. Res. , vol.50 , pp. 371-385
    • Crow, W.T.1    Yilmaz, M.T.2
  • 11
    • 65349103666 scopus 로고    scopus 로고
    • Improving satellite-based rainfall accumulation estimates using spaceborne soil moisture retrievals
    • Crow, W. T., G. F. Huffman, R. Bindlish, and T. J. Jackson, 2009: Improving satellite-based rainfall accumulation estimates using spaceborne soil moisture retrievals. J. Hydrometeor., 10, 199-212, doi:10.1175/2008JHM986.1.
    • (2009) J. Hydrometeor. , vol.10 , pp. 199-212
    • Crow, W.T.1    Huffman, G.F.2    Bindlish, R.3    Jackson, T.J.4
  • 12
    • 80052073736 scopus 로고    scopus 로고
    • Correcting rainfall using satellite-based surface soil moisture retrievals: The soil moisture analysis rainfall tool (SMART)
    • Crow, W. T., M. J. van Den Berg, G. F. Huffman, and T. Pellarin, 2011: Correcting rainfall using satellite-based surface soil moisture retrievals: The soil moisture analysis rainfall tool (SMART). Water Resour. Res., 47, W08521, doi:10.1029/2011WR010576.
    • (2011) Water Resour. Res. , vol.47 , pp. W08521
    • Crow, W.T.1    van Den Berg, M.J.2    Huffman, G.F.3    Pellarin, T.4
  • 13
    • 33745931058 scopus 로고    scopus 로고
    • Assessment of model uncertainty for soil moisture through ensemble verification
    • De Lannoy, G. J. M., P. R. Houser, V. R. N. Pauwels, and N. E. C. Verhoest, 2006: Assessment of model uncertainty for soil moisture through ensemble verification. J. Geophys. Res., 111, D10101, doi:10.1029/2005JD006367.
    • (2006) J. Geophys. Res. , vol.111 , pp. D10101
    • De Lannoy, G.J.M.1    Houser, P.R.2    Pauwels, V.R.N.3    Verhoest, N.E.C.4
  • 14
    • 84055212519 scopus 로고    scopus 로고
    • Assimilation of ASCAT near-surface soil moisture into the SIM hydrological model over France
    • Draper, C. S., J.-F. Mahfouf, J.-C. Calvet, E. Martin, and W. Wagner, 2011: Assimilation of ASCAT near-surface soil moisture into the SIM hydrological model over France. Hydrol. Earth Syst. Sci., 15, 3829-3841, doi:10.5194/hess-15-3829-2011.
    • (2011) Hydrol. Earth Syst. Sci. , vol.15 , pp. 3829-3841
    • Draper, C.S.1    Mahfouf, J.-F.2    Calvet, J.-C.3    Martin, E.4    Wagner, W.5
  • 15
    • 84863116417 scopus 로고    scopus 로고
    • Assimilation of passive and active microwave soil moisture retrievals
    • Draper, C. S., R. H. Reichle, G. J. M. De Lannoy, and Q. Liu, 2012: Assimilation of passive and active microwave soil moisture retrievals. Geophys. Res. Lett., 39, L04401, doi:10.1029/2011GL050655.
    • (2012) Geophys. Res. Lett. , vol.39 , pp. L04401
    • Draper, C.S.1    Reichle, R.H.2    De Lannoy, G.J.M.3    Liu, Q.4
  • 16
    • 0028449781 scopus 로고
    • Optimal use of the SCE-UA global optimization method for calibrating watershed models
    • Duan, Q. Y., S. Sorooshian, and V. K. Gupta, 1994: Optimal use of the SCE-UA global optimization method for calibrating watershed models. J. Hydrol., 158, 265-284, doi:10.1016/0022-1694(94)90057-4.
    • (1994) J. Hydrol. , vol.158 , pp. 265-284
    • Duan, Q.Y.1    Sorooshian, S.2    Gupta, V.K.3
  • 17
    • 77952212845 scopus 로고    scopus 로고
    • The Soil Moisture Active and Passive (SMAP) Mission
    • Coauthors
    • Entekhabi, D., and Coauthors, 2010: The Soil Moisture Active and Passive (SMAP) Mission. Proc. IEEE, 98, 704-716, doi:10.1109/JPROC.2010.2043918.
    • (2010) Proc. IEEE , vol.98 , pp. 704-716
    • Entekhabi, D.1
  • 18
    • 84869402188 scopus 로고    scopus 로고
    • Tracing hydrologic model simulation error as a function of satellite rainfall estimation bias components and land use and land cover conditions
    • Gebregiorgis, A. S., Y. Tian, C. D. Peters-Lidard, and F. Hossain, 2012: Tracing hydrologic model simulation error as a function of satellite rainfall estimation bias components and land use and land cover conditions. Water Resour. Res., 48, W11509, doi:10.1029/2011WR011643.
    • (2012) Water Resour. Res. , vol.48 , pp. W11509
    • Gebregiorgis, A.S.1    Tian, Y.2    Peters-Lidard, C.D.3    Hossain, F.4
  • 19
    • 28844477488 scopus 로고    scopus 로고
    • Analytical results for operational flash flood guidance
    • Georgakakos, K. P., 2006: Analytical results for operational flash flood guidance. J. Hydrol., 317, 81-103, doi:10.1016/j.jhydrol.2005.05.009.
    • (2006) J. Hydrol. , vol.317 , pp. 81-103
    • Georgakakos, K.P.1
  • 20
    • 39749091676 scopus 로고    scopus 로고
    • Satellite-based flood modeling using TRMM-based rainfall products
    • Harris, A., S. Rahman, F. Hossain, L. Yarborough, A. C. Bagtzoglou, and G. Easson, 2007: Satellite-based flood modeling using TRMM-based rainfall products. Sensors, 7, 3416-3427, doi:10.3390/s7123416.
    • (2007) Sensors , vol.7 , pp. 3416-3427
    • Harris, A.1    Rahman, S.2    Hossain, F.3    Yarborough, L.4    Bagtzoglou, A.C.5    Easson, G.6
  • 21
    • 34848927837 scopus 로고    scopus 로고
    • A first approach to global runoff simulation using satellite rainfall estimation
    • Hong, Y., R. F. Adler, F. Hossain, S. Curtis, and G. J. Huffman, 2007: A first approach to global runoff simulation using satellite rainfall estimation. Water Resour. Res., 43, W08502, doi:10.1029/2006WR005739.
    • (2007) Water Resour. Res. , vol.43 , pp. W08502
    • Hong, Y.1    Adler, R.F.2    Hossain, F.3    Curtis, S.4    Huffman, G.J.5
  • 22
    • 34447633648 scopus 로고    scopus 로고
    • Validation of satellite-derived rainfall estimates and numerical model forecasts of precipitation over the United States
    • Madison, WI, NWS
    • Janowiak, J. E., P. Xie, R. J. Joyce, M. Chen, and Y. Yarosh, 2004: Validation of satellite-derived rainfall estimates and numerical model forecasts of precipitation over the United States. Proc. 29th Annual Climate Diagnostics and Prediction Workshop, Madison, WI, NWS, 6 pp. [Available online at www.cpc.ncep.noaa.gov/products/outreach/proceedings/cdw29_proceedings/Janowiak.pdf.]
    • (2004) Proc. 29th Annual Climate Diagnostics and Prediction Workshop , pp. 6
    • Janowiak, J.E.1    Xie, P.2    Joyce, R.J.3    Chen, M.4    Yarosh, Y.5
  • 23
    • 77952137444 scopus 로고    scopus 로고
    • The SMOS mission: New tool for monitoring key elements of the global water cycle
    • Coauthors
    • Kerr, Y. H., and Coauthors, 2010: The SMOS mission: New tool for monitoring key elements of the global water cycle. Proc. IEEE, 98, 666-687, doi:10.1109/JPROC.2010.2043032.
    • (2010) Proc. IEEE , vol.98 , pp. 666-687
    • Kerr, Y.H.1
  • 24
    • 80054734805 scopus 로고    scopus 로고
    • Assimilation of streamflow and in situ soil moisture data into operational distributed hydrologic models: Effects of uncertainties in the data and initial model soil moisture states
    • Lee, H., D. Seo, and V. Koren, 2011: Assimilation of streamflow and in situ soil moisture data into operational distributed hydrologic models: Effects of uncertainties in the data and initial model soil moisture states. Adv. Water Resour., 34, 1597-1615, doi:10.1016/j.advwatres.2011.08.012.
    • (2011) Adv. Water Resour. , vol.34 , pp. 1597-1615
    • Lee, H.1    Seo, D.2    Koren, V.3
  • 25
    • 67649414375 scopus 로고    scopus 로고
    • Evaluation of the real-time TRMMbased multi-satellite precipitation analysis for an operational Flood Prediction System in Nzoia Basin, Lake Victoria, Africa
    • Coauthors
    • Li, L., and Coauthors, 2009: Evaluation of the real-time TRMMbased multi-satellite precipitation analysis for an operational Flood Prediction System in Nzoia Basin, Lake Victoria, Africa. Nat. Hazards, 50, 109-123, doi:10.1007/s11069-008-9324-5.
    • (2009) Nat. Hazards , vol.50 , pp. 109-123
    • Li, L.1
  • 26
    • 84877997332 scopus 로고    scopus 로고
    • Assimilation of stream discharge for flood forecasting: The benefits of accounting for routing time lags
    • Li, Y., D. Ryu, A. W. Western, and Q. J. Wang, 2013: Assimilation of stream discharge for flood forecasting: The benefits of accounting for routing time lags. Water Resour. Res., 49, 1887-1900, doi:10.1002/wrcr.20169.
    • (2013) Water Resour. Res. , vol.49 , pp. 1887-1900
    • Li, Y.1    Ryu, D.2    Western, A.W.3    Wang, Q.J.4
  • 27
    • 78049295058 scopus 로고    scopus 로고
    • Characterisation of selected extreme flash floods in Europe and implications for flood risk management
    • Marchi, L., M. Borga, E. Preciso, and E. Gaume, 2010: Characterisation of selected extreme flash floods in Europe and implications for flood risk management. J. Hydrol., 394, 118-133, doi:10.1016/j.jhydrol.2010.07.017.
    • (2010) J. Hydrol. , vol.394 , pp. 118-133
    • Marchi, L.1    Borga, M.2    Preciso, E.3    Gaume, E.4
  • 28
    • 77956303777 scopus 로고    scopus 로고
    • Estimating spatial sampling errors in coarse-scale soil moisture estimates derived from point-scale observations
    • Miralles, D. G., W. T. Crow, and M. H. Cosh, 2010: Estimating spatial sampling errors in coarse-scale soil moisture estimates derived from point-scale observations. J. Hydrometeor., 11, 1423-1429, doi:10.1175/2010JHM1285.1.
    • (2010) J. Hydrometeor. , vol.11 , pp. 1423-1429
    • Miralles, D.G.1    Crow, W.T.2    Cosh, M.H.3
  • 29
    • 67651177443 scopus 로고    scopus 로고
    • An improved soil moisture retrieval algorithm for ERS and METOP scatterometer observations
    • Naeimi, V., K. Scipal, Z. Bartalis, S. Hasenauer, and W. Wagner, 2009: An improved soil moisture retrieval algorithm for ERS and METOP scatterometer observations. IEEE Trans. Geosci. Remote Sens., 47, 1999-2013, doi:10.1109/TGRS.2008.2011617.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , pp. 1999-2013
    • Naeimi, V.1    Scipal, K.2    Bartalis, Z.3    Hasenauer, S.4    Wagner, W.5
  • 30
    • 84907462079 scopus 로고    scopus 로고
    • Newly released version 7 TRMM Multi-satellite Precipitation Analysis (TMPA) products and data services at NASA GES DISC
    • Austin, TX
    • Ostrenga, D., Z. Liu, W. Teng, and S. Kempler, 2013: Newly released version 7 TRMM Multi-satellite Precipitation Analysis (TMPA) products and data services at NASA GES DISC. 29th Conf. on Environmental Information Processing Technologies, Austin, TX, Amer. Meteor. Soc., 13. [Available online at https://ams.confex.com/ams/93Annual/webprogram/Paper220338.html.]
    • (2013) 29th Conf. on Environmental Information Processing Technologies , pp. 13
    • Ostrenga, D.1    Liu, Z.2    Teng, W.3    Kempler, S.4
  • 31
    • 77955169667 scopus 로고    scopus 로고
    • Assessing the skill of satellitebased precipitation estimates in hydrologic applications
    • Pan, M., H. Li, and E. Wood, 2010: Assessing the skill of satellitebased precipitation estimates in hydrologic applications. Water Resour. Res., 46, W09535, doi:10.1029/2009WR008290.
    • (2010) Water Resour. Res. , vol.46 , pp. W09535
    • Pan, M.1    Li, H.2    Wood, E.3
  • 32
    • 40849100262 scopus 로고    scopus 로고
    • Using spaceborne surface soil moisture to constrain satellite precipitation estimates over West Africa
    • Pellarin, T., A. Ali, F. Chopin, I. Jobard, and J.-C. Bergs, 2008: Using spaceborne surface soil moisture to constrain satellite precipitation estimates over West Africa. Geophys. Res. Lett., 35, L02813, doi:10.1029/2007GL032243.
    • (2008) Geophys. Res. Lett. , vol.35 , pp. L02813
    • Pellarin, T.1    Ali, A.2    Chopin, F.3    Jobard, I.4    Bergs, J.-C.5
  • 33
    • 3242800471 scopus 로고    scopus 로고
    • Global soil moisture from satellite observations, land surface models, and ground data: Implications for data assimilation
    • Reichle, R. H., R.D. Koster, J. Dong, and A. Berg, 2004: Global soil moisture from satellite observations, land surface models, and ground data: Implications for data assimilation. J. Hydrometeor., 5, 430-442, doi:10.1175/1525-7541(2004)005<0430:GSMFSO>2.0.CO;2.
    • (2004) J. Hydrometeor. , vol.5 , pp. 430-442
    • Reichle, R.H.1    Koster, R.D.2    Dong, J.3    Berg, A.4
  • 34
    • 68049112233 scopus 로고    scopus 로고
    • Correcting unintended perturbation biases in hydrologic data assimilation
    • Ryu, D., W. T. Crow, X. Zhan, and T. J. Jackson, 2009: Correcting unintended perturbation biases in hydrologic data assimilation. J. Hydrometeor., 10, 734-750, doi:10.1175/2008JHM1038.1.
    • (2009) J. Hydrometeor. , vol.10 , pp. 734-750
    • Ryu, D.1    Crow, W.T.2    Zhan, X.3    Jackson, T.J.4
  • 35
    • 0034835059 scopus 로고    scopus 로고
    • Toward improved parameter estimation of land surface hydrology models through the Model Parameter Estimation Experiment (MOPEX)
    • Schaake, J., Q. Duan, V. Koren, and A. Hall, 2001: Toward improved parameter estimation of land surface hydrology models through the Model Parameter Estimation Experiment (MOPEX). IAHS Publ., 270, 91-98. [Available online at http://iahs.info/uploads/dms/iahs_270_091.pdf.]
    • (2001) IAHS Publ. , vol.270 , pp. 91-98
    • Schaake, J.1    Duan, Q.2    Koren, V.3    Hall, A.4
  • 36
    • 0027503733 scopus 로고
    • Calibration of rainfall-runoff models: Application of global optimization to the Sacramento Soil Moisture Accounting Model
    • Sorooshian, S., Q. Duan, and V. K. Gupta, 1993: Calibration of rainfall-runoff models: Application of global optimization to the Sacramento Soil Moisture Accounting Model. Water Resour. Res., 29, 1185-1194, doi:10.1029/92WR02617.
    • (1993) Water Resour. Res. , vol.29 , pp. 1185-1194
    • Sorooshian, S.1    Duan, Q.2    Gupta, V.K.3
  • 37
    • 0032522030 scopus 로고    scopus 로고
    • Towards the true near-surface wind speed: Error modeling and calibration using triple collocation
    • Stoffelen, A., 1998: Towards the true near-surface wind speed: Error modeling and calibration using triple collocation. J. Geophys. Res., 103, 7755-7766, doi:10.1029/97JC03180.
    • (1998) J. Geophys. Res. , vol.103 , pp. 7755-7766
    • Stoffelen, A.1
  • 38
    • 0033230840 scopus 로고    scopus 로고
    • A method for estimating soil moisture from ERS scatterometer and soil data
    • Wagner, W., G. Lemoine, and H. Rott, 1999: A method for estimating soil moisture from ERS scatterometer and soil data. Remote Sens. Environ., 70, 191-207, doi:10.1016/S0034-4257(99)00036-X.
    • (1999) Remote Sens. Environ. , vol.70 , pp. 191-207
    • Wagner, W.1    Lemoine, G.2    Rott, H.3
  • 39
    • 84868331798 scopus 로고    scopus 로고
    • Evaluation of global flood detection using satellite-based rainfall and a hydrologic model
    • Wu, H., R. F. Adler, Y. Hong, Y. Tian, and F. Policelli, 2012: Evaluation of global flood detection using satellite-based rainfall and a hydrologic model. J. Hydrometeor., 13, 1268-1284, doi:10.1175/JHM-D-11-087.1.
    • (2012) J. Hydrometeor. , vol.13 , pp. 1268-1284
    • Wu, H.1    Adler, R.F.2    Hong, Y.3    Tian, Y.4    Policelli, F.5
  • 40
    • 84864750274 scopus 로고    scopus 로고
    • CPC unified gauge-based analysis of global daily precipitation
    • Atlanta, GA, 2.3A
    • Xie, P., M. Chen, and W. Shi, 2010: CPC unified gauge-based analysis of global daily precipitation. 24th Conf. on Hydrology, Atlanta, GA, Amer. Meteor. Soc., 2.3A. [Available online at https://ams.confex.com/ams/90annual/webprogram/Paper163676.html.]
    • (2010) 24th Conf. on Hydrology
    • Xie, P.1    Chen, M.2    Shi, W.3
  • 41
    • 84876731043 scopus 로고    scopus 로고
    • The optimality of potential rescaling approaches in land data assimilation
    • Yilmaz, M. T., and W. T. Crow, 2013: The optimality of potential rescaling approaches in land data assimilation. J. Hydrometeor., 14, 650-660, doi:10.1175/JHM-D-12-052.1.
    • (2013) J. Hydrometeor. , vol.14 , pp. 650-660
    • Yilmaz, M.T.1    Crow, W.T.2


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