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Volumn 14, Issue 4, 2013, Pages 1194-1211

Investigating the applicability of error correction ensembles of satellite rainfall products in river flow simulations

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; ENSEMBLE FORECASTING; ERROR CORRECTION; FLOW MODELING; HYDROLOGICAL MODELING; PRECIPITATION ASSESSMENT; RAINFALL-RUNOFF MODELING; RIVER FLOW; SATELLITE SENSOR; SPATIAL RESOLUTION; STREAMFLOW; TRMM;

EID: 84884184498     PISSN: 1525755X     EISSN: 15257541     Source Type: Journal    
DOI: 10.1175/JHM-D-12-074.1     Document Type: Article
Times cited : (52)

References (45)
  • 1
    • 0035714956 scopus 로고    scopus 로고
    • Verification of intense precipitation forecasts from single models and ensemble prediction systems
    • Atger, F., 2001: Verification of intense precipitation forecasts from single models and ensemble prediction systems. Nonlinear Processes Geophys., 8, 401-417.
    • (2001) Nonlinear Processes Geophys. , vol.8 , pp. 401-417
    • Atger, F.1
  • 2
    • 68949216753 scopus 로고    scopus 로고
    • LiDARderived flood-inundation maps for real-time flood-mapping applications, Tar River Basin, North Carolina
    • North Carolina Floodplain Mapping Program, USGS, Reston, VA, Available online at
    • Bales, J., C. R.Wagner, K. C. Tighe, and S. Terziotti, 2007: LiDARderived flood-inundation maps for real-time flood-mapping applications, Tar River Basin, North Carolina. North Carolina Floodplain Mapping Program, USGS, Reston, VA, 52 pp. [Available online at http://pubs.usgs.gov/sir/2007/5032/ pdf/SIR2007-5032.pdf.]
    • (2007) , pp. 52
    • Bales, J.1    Wagner, C.R.2    Tighe, K.C.3    Terziotti, S.4
  • 3
    • 78651356869 scopus 로고    scopus 로고
    • Hydrologic evaluation of satellite precipitation products over a mid-size basin
    • Behrangi, A., B. Khakbaz, T. C. Jaw, A. AghaKouchak, K. Hsu, and S. Sorooshian, 2011: Hydrologic evaluation of satellite precipitation products over a mid-size basin. J. Hydrol., 397, 225-237.
    • (2011) J. Hydrol. , vol.397 , pp. 225-237
    • Behrangi, A.1    Khakbaz, B.2    Jaw, T.C.3    AghaKouchak, A.4    Hsu, K.5    Sorooshian, S.6
  • 4
    • 79954432256 scopus 로고    scopus 로고
    • Assessment of satellite rainfall products for streamflow simulation in medium watersheds of the Ethiopian highlands
    • Bitew, M. M., and M. Gebremichael, 2011: Assessment of satellite rainfall products for streamflow simulation in medium watersheds of the Ethiopian highlands. Hydrol. Earth Syst. Sci., 15, 1147-1155.
    • (2011) Hydrol. Earth Syst. Sci. , vol.15 , pp. 1147-1155
    • Bitew, M.M.1    Gebremichael, M.2
  • 5
    • 0003408682 scopus 로고
    • A generalized streamflow simulation system-Conceptual modeling for digital computers
    • Tech. Rep. to the Joint Federal and State River Forecast Center, U.S. National Weather Service and California Department of Water Resources, Sacramento
    • Burnash, R. J. C., R. L. Ferral, and R. A. McGuire, 1973: A generalized streamflow simulation system-Conceptual modeling for digital computers. Tech. Rep. to the Joint Federal and State River Forecast Center, U.S. National Weather Service and California Department of Water Resources, Sacramento, 204 pp.
    • (1973) , pp. 204
    • Burnash, R.J.C.1    Ferral, R.L.2    McGuire, R.A.3
  • 6
    • 69349101904 scopus 로고    scopus 로고
    • Ensemble flood forecasting: A review
    • Cloke, H. L., and F. Pappenberger, 2009: Ensemble flood forecasting: A review. J. Hydrol., 375, 613-626.
    • (2009) J. Hydrol. , vol.375 , pp. 613-626
    • Cloke, H.L.1    Pappenberger, F.2
  • 7
    • 0027558431 scopus 로고
    • Shuffled complex evolution approach for effective and efficient global minimization
    • Duan, Q., V. K. Gupta, and S. Sorooshian, 1993: Shuffled complex evolution approach for effective and efficient global minimization. J. Optim. Theory Appl., 76, 501-521.
    • (1993) J. Optim. Theory Appl. , vol.76 , pp. 501-521
    • Duan, Q.1    Gupta, V.K.2    Sorooshian, S.3
  • 9
    • 84857273851 scopus 로고    scopus 로고
    • Evaluation of tools used for monitoring and forecasting flash floods in the United States
    • Gourley, J. J., J. M. Erlingis, Y. Hong, and E. B. Wells, 2012: Evaluation of tools used for monitoring and forecasting flash floods in the United States. Wea. Forecasting, 27, 158-173.
    • (2012) Wea. Forecasting , vol.27 , pp. 158-173
    • Gourley, J.J.1    Erlingis, J.M.2    Hong, Y.3    Wells, E.B.4
  • 10
    • 27644524286 scopus 로고    scopus 로고
    • Flood forecasting using medium-range probabilistic weather prediction
    • doi:10.5194/hess-9-365-2005
    • Gouweleeuw, B. T., J. Thielen, G. Franchello, A. P. J. de Roo, and R. Buizza, 2005: Flood forecasting using medium-range probabilistic weather prediction. Hydrol. Earth Syst. Sci., 9, 365-380, doi:10.5194/hess-9-365-2005.
    • (2005) Hydrol. Earth Syst. Sci. , vol.9 , pp. 365-380
    • Gouweleeuw, B.T.1    Thielen, J.2    Franchello, G.3    de Roo, A.P.J.4    Buizza, R.5
  • 12
    • 13244261088 scopus 로고    scopus 로고
    • Precipitation estimation from remotely sensed imagery using an artificial neural network cloud classification system
    • Hong, Y., K. L. Hsu, S. Sorooshian, and X. Gao, 2004: Precipitation estimation from remotely sensed imagery using an artificial neural network cloud classification system. J. Appl. Meteor., 43, 1834-1852.
    • (2004) J. Appl. Meteor. , vol.43 , pp. 1834-1852
    • Hong, Y.1    Hsu, K.L.2    Sorooshian, S.3    Gao, X.4
  • 14
    • 25844529960 scopus 로고    scopus 로고
    • Using a multi-dimensional satellite rainfall error model to characterize uncertainty in soil moisture fields simulated by an offline land surface model
    • doi:10.1029/2005GL023122
    • Hossain, F., and E. N. Anagnostou, 2006b: Using a multi-dimensional satellite rainfall error model to characterize uncertainty in soil moisture fields simulated by an offline land surface model. Geophys. Res. Lett., 32, L15402, doi:10.1029/2005GL023122.
    • (2006) Geophys. Res. Lett. , vol.32
    • Hossain, F.1    Anagnostou, E.N.2
  • 15
    • 1242286434 scopus 로고    scopus 로고
    • Sensitivity analyses of satellite rainfall retrieval and sampling error on flood prediction uncertainty
    • doi:10.1109/TGRS.2003.818341
    • Hossain, F., E. N. Anagnostou, and T. Dinku, 2004: Sensitivity analyses of satellite rainfall retrieval and sampling error on flood prediction uncertainty. IEEE Trans. Geosci. Remote Sens., 42, 130-139, doi:10.1109/TGRS.2003.818341.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , pp. 130-139
    • Hossain, F.1    Anagnostou, E.N.2    Dinku, T.3
  • 16
    • 33947356755 scopus 로고    scopus 로고
    • The TRMM multisatellite precipitation analysis (TMPA): Quasi-global, multiyear, combined-sensor precipitation estimates at fine scales
    • Huffman, G. J., and Coauthors, 2007: The TRMM multisatellite precipitation analysis (TMPA): Quasi-global, multiyear, combined-sensor precipitation estimates at fine scales. J. Hydrometeor., 8, 38-55.
    • (2007) J. Hydrometeor. , vol.8 , pp. 38-55
    • Huffman, G.J.1
  • 17
    • 2442514138 scopus 로고    scopus 로고
    • CMORPH: A method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution
    • Joyce, R. J., J. E. Janowiak, P. A. Arkin, and P. Xie, 2004: CMORPH: A method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution. J. Hydrometeor., 5, 487-503.
    • (2004) J. Hydrometeor. , vol.5 , pp. 487-503
    • Joyce, R.J.1    Janowiak, J.E.2    Arkin, P.A.3    Xie, P.4
  • 18
    • 78650879842 scopus 로고    scopus 로고
    • Satellite remote sensing and hydrologic modeling for flood inundation mapping in Lake Victoria basin: Implications for hydrologic prediction in ungauged basins
    • doi:10.1109/TGRS.2010.2057513
    • Khan, S. I., and Coauthors, 2011: Satellite remote sensing and hydrologic modeling for flood inundation mapping in Lake Victoria basin: Implications for hydrologic prediction in ungauged basins. IEEE Trans. Geosci. Remote Sens., 49, 85-95, doi:10.1109/TGRS.2010.2057513.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , pp. 85-95
    • Khan, S.I.1
  • 19
    • 0842291526 scopus 로고    scopus 로고
    • Satellite rainfall estimation using combined passive microwave and infrared algorithms
    • Kidd, C. K., D. R. Kniveton, M. C. Todd, and T. J. Bellerby, 2003: Satellite rainfall estimation using combined passive microwave and infrared algorithms. J. Hydrometeor., 4, 1088-1104.
    • (2003) J. Hydrometeor. , vol.4 , pp. 1088-1104
    • Kidd, C.K.1    Kniveton, D.R.2    Todd, M.C.3    Bellerby, T.J.4
  • 20
    • 0003210836 scopus 로고    scopus 로고
    • Use of soil property data in the derivation of conceptual rainfall-runoff model parameters
    • Preprints, 15th Conf. on Hydrology, Long Beach, CA, Amer. Meteor. Soc., 2.16. [Available online at
    • Koren, V., M. Smith, D. Wang, and Z. Zhang, 2000: Use of soil property data in the derivation of conceptual rainfall-runoff model parameters. Preprints, 15th Conf. on Hydrology, Long Beach, CA, Amer. Meteor. Soc., 2.16. [Available online at https://ams.confex.com/ams/annual2000/webprogram/Paper6074. html.]
    • (2000)
    • Koren, V.1    Smith, M.2    Wang, D.3    Zhang, Z.4
  • 21
    • 0041653076 scopus 로고    scopus 로고
    • Use of a priori parameter estimates in the derivation of 9 spatially consistent parameter sets of rainfall-runoffmodels
    • Calibration ofWatershedModels, Q. Duan, et al., Eds., Water Science and Application, Vol. 6, Amer. Geophys. Union
    • Koren, V., M. Smith, Q. Duan, Q. Duan, H. Gupta, S. Sorooshian, A. Rousseau, and R. Turcotte, 2003: Use of a priori parameter estimates in the derivation of 9 spatially consistent parameter sets of rainfall-runoffmodels. Calibration ofWatershedModels,
    • (2003) , pp. 239-254
    • Koren, V.1    Smith, M.2    Duan, Q.3    Duan, Q.4    Gupta, H.5    Sorooshian, S.6    Rousseau, A.7    Turcotte, R.8
  • 22
    • 2142847337 scopus 로고    scopus 로고
    • Hydrology laboratory research modeling system (HL-RMS) of the US national weather service
    • Q. Duan, S. Reed, M. Smith, Z. Zhang, and D. J. Seo, 2004: Hydrology laboratory research modeling system (HL-RMS) of the US national weather service. J. Hydrol., 291, 297-318.
    • (2004) J. Hydrol. , vol.291 , pp. 297-318
    • Duan, Q.1    Reed, S.2    Smith, M.3    Zhang, Z.4    Seo, D.J.5
  • 24
    • 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
    • doi:10.1007/ s11069-008-9324-5
    • 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
  • 25
    • 79959666899 scopus 로고    scopus 로고
    • The effect of satellite-rainfall error modeling on soil moisture prediction uncertainty
    • Maggioni, V., R. H. Reichle, and E. N. Anagnostou, 2011: The effect of satellite-rainfall error modeling on soil moisture prediction uncertainty. J. Hydrometeor., 12, 413-428.
    • (2011) J. Hydrometeor. , vol.12 , pp. 413-428
    • Maggioni, V.1    Reichle, R.H.2    Anagnostou, E.N.3
  • 26
    • 84884181367 scopus 로고    scopus 로고
    • Drought monitor history
    • NCDWR, cited ,Available online at
    • NCDWR, cited 2009: Drought monitor history. [Available online at http://www.ncwater.org/Drought_Monitoring/dmhistory/? startdate=2007-01-02&enddate=2009-12-29&label=false.]
    • (2009)
  • 27
    • 2642525437 scopus 로고    scopus 로고
    • Effect of precipitation sampling error on simulated hydrological Fluxes and states: Anticipating the Global Precipitation Measurement satellites
    • doi:10.1029/2003JD003497
    • Nijssen, B., and D. P. Lettenmaier, 2004: Effect of precipitation sampling error on simulated hydrological Fluxes and states: Anticipating the Global Precipitation Measurement satellites. J. Geophys. Res., 109, D02103, doi:10.1029/2003JD003497.
    • (2004) J. Geophys. Res. , vol.109
    • Nijssen, B.1    Lettenmaier, D.P.2
  • 28
    • 77953347903 scopus 로고    scopus 로고
    • Understanding the scale relationships of uncertainty propagation of satellite rainfall through a distributed hydrologic model
    • Nikolopoulos, E. I., E. N. Anagnostou, F. Hossain, M. Gebremichael, and M. Borga, 2010: Understanding the scale relationships of uncertainty propagation of satellite rainfall through a distributed hydrologic model. J. Hydrometeor., 11, 520-532.
    • (2010) J. Hydrometeor. , vol.11 , pp. 520-532
    • Nikolopoulos, E.I.1    Anagnostou, E.N.2    Hossain, F.3    Gebremichael, M.4    Borga, M.5
  • 29
    • 84875039082 scopus 로고    scopus 로고
    • Using high-resolution satellite rainfall products to simulate a major flash flood event in northern Italy
    • Nikolopoulos, E. I., E. N. Anagnostou, and M. Borga, 2012: Using high-resolution satellite rainfall products to simulate a major flash flood event in northern Italy. J. Hydrometeor., 14, 171-185.
    • (2012) J. Hydrometeor. , vol.14 , pp. 171-185
    • Nikolopoulos, E.I.1    Anagnostou, E.N.2    Borga, M.3
  • 30
    • 84884184017 scopus 로고    scopus 로고
    • Hydrology Laboratory- Research Distributed Hydrologic Model (HL-RDHM) User's Manual V. 2.4.3. CBRFC Internal Doc.
    • NWS, OHD, HL, and HSMB, Available online at
    • NWS, OHD, HL, and HSMB, 2009: Hydrology Laboratory- Research Distributed Hydrologic Model (HL-RDHM) User's Manual V. 2.4.3. CBRFC Internal Doc., 108 pp. [Available online at http://amazon.nws.noaa.gov/articles/HRL_Pubs_PDF_ May12_2009/zc/RDHM_User_Manual.pdf.]
    • (2009) , pp. 108
  • 31
    • 27644532560 scopus 로고    scopus 로고
    • Cascading model uncertainty from medium range weather forecasts (10 days) through a rainfall-runoff model to flood inundation predictions within the European Flood Forecasting System (EFFS)
    • Pappenberger, F., K. J. Beven, N. M. Hunter, P. D. Bates, B. T. Gouweleeuw, J. Thielen, and A. P. J. de Roo, 2005: Cascading model uncertainty from medium range weather forecasts (10 days) through a rainfall-runoff model to flood inundation predictions within the European Flood Forecasting System (EFFS). Hydrol. Earth Syst. Sci., 9, 381-393.
    • (2005) Hydrol. Earth Syst. Sci. , vol.9 , pp. 381-393
    • Pappenberger, F.1    Beven, K.J.2    Hunter, N.M.3    Bates, P.D.4    Gouweleeuw, B.T.5    Thielen, J.6    de Roo, A.P.J.7
  • 32
    • 58049132648 scopus 로고    scopus 로고
    • New dimensions in early flood warning across the globe using grand-ensemble weather predictions
    • doi:10.1029/2008GL033837
    • Pappenberger, F., J. Bartholmes, J. Thielen, H. L. Cloke, R. Buizza, and A. de Roo, 2008: New dimensions in early flood warning across the globe using grand-ensemble weather predictions. Geophys. Res. Lett., 35, L10404, doi:10.1029/2008GL033837.
    • (2008) Geophys. Res. Lett. , vol.35
    • Pappenberger, F.1    Bartholmes, J.2    Thielen, J.3    Cloke, H.L.4    Buizza, R.5    de Roo, A.6
  • 33
    • 59649123856 scopus 로고    scopus 로고
    • A spatial regularization approach to parameter estimation for a distributed watershed model
    • doi:10.1029/ 2007WR006615
    • Pokhrel, P., H. V. Gupta, and T. Wagener, 2008: A spatial regularization approach to parameter estimation for a distributed watershed model. Water Resour. Res., 44, W12419, doi:10.1029/ 2007WR006615.
    • (2008) Water Resour. Res. , vol.44
    • Pokhrel, P.1    Gupta, H.V.2    Wagener, T.3
  • 34
    • 0036012198 scopus 로고    scopus 로고
    • Real-time correction of spatially nonuniform bias in radar rainfall data using rain gauge measurements
    • Seo, D. J., and J. P. Breidenbach, 2002: Real-time correction of spatially nonuniform bias in radar rainfall data using rain gauge measurements. J. Hydrometeor., 3, 93-111.
    • (2002) J. Hydrometeor. , vol.3 , pp. 93-111
    • Seo, D.J.1    Breidenbach, J.P.2
  • 36
    • 50849101621 scopus 로고    scopus 로고
    • Evaluation of TRMM Multisatellite Precipitation Analysis (TMPA) and its utility in hydrologic prediction in the La Plata Basin
    • Su, F., Y. Hong, and D. P. Lettenmeaier, 2008: Evaluation of TRMM Multisatellite Precipitation Analysis (TMPA) and its utility in hydrologic prediction in the La Plata Basin. J. Hydrometeor., 9, 622-640.
    • (2008) J. Hydrometeor. , vol.9 , pp. 622-640
    • Su, F.1    Hong, Y.2    Lettenmeaier, D.P.3
  • 38
    • 84884196347 scopus 로고    scopus 로고
    • Lowest streamflows in more than 110 years for some North Carolina rivers as drought worsens
    • USGS, USGS News Release, 31 August. [Available online at
    • USGS, 2007: Lowest streamflows in more than 110 years for some North Carolina rivers as drought worsens. USGS News Release, 31 August. [Available online at http://www.usgs.gov/ newsroom/article.asp?ID=1767.]
    • (2007)
  • 39
    • 84884200399 scopus 로고    scopus 로고
    • Instantaneous Data Archive
    • USGS, cited, Available online at
    • USGS, cited 2011: Instantaneous Data Archive. [Available online at http://nwis.waterdata.usgs.gov/nwis.]
    • (2011)
  • 40
    • 83655180944 scopus 로고    scopus 로고
    • The CI-FLOW Project: A system for total water level prediction from the summit to the sea
    • Van Cooten, S., and Coauthors, 2011: The CI-FLOW Project: A system for total water level prediction from the summit to the sea. Bull. Amer. Meteor. Soc., 92, 1427-1442.
    • (2011) Bull. Amer. Meteor. Soc. , vol.92 , pp. 1427-1442
    • Van Cooten, S.1
  • 41
    • 34848882211 scopus 로고    scopus 로고
    • Probabilistic flood forecasting with a limited-area ensemble prediction system: Selected case studies
    • Verbunt, M., A. Walser, J. Gurtz, A. Montani, and C. Schar, 2007: Probabilistic flood forecasting with a limited-area ensemble prediction system: Selected case studies. J. Hydrometeor., 8, 897-909.
    • (2007) J. Hydrometeor. , vol.8 , pp. 897-909
    • Verbunt, M.1    Walser, A.2    Gurtz, J.3    Montani, A.4    Schar, C.5
  • 42
    • 70349739462 scopus 로고    scopus 로고
    • Equifinality of formal (DREAM) and informal (GLUE) Bayesian approaches in hydrologic modeling? Stochastic Environ
    • doi:10.1007/ s00477-008-0274-y
    • Vrugt, J. A., C. J. F. ter Braak, H. V. Gupta, and B. A. Robinson, 2008: Equifinality of formal (DREAM) and informal (GLUE) Bayesian approaches in hydrologic modeling? Stochastic Environ. Res. Risk Assess., 23, 1011-1026, doi:10.1007/ s00477-008-0274-y.
    • (2008) Res. Risk Assess. , vol.23 , pp. 1011-1026
    • Vrugt, J.A.1    ter Braak, C.J.F.2    Gupta, H.V.3    Robinson, B.A.4
  • 43
    • 65349141143 scopus 로고    scopus 로고
    • Accelerating Markov chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling
    • Vrugt, J. A., C. J. F. ter Braak, C. G. H. Diks, B. A. Robinson, J. M. Hyman, and D. Higdon, 2009: Accelerating Markov chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling. Int. J. Nonlinear Sci. Numer. Simul., 10, 273-290.
    • (2009) Int. J. Nonlinear Sci. Numer. Simul. , vol.10 , pp. 273-290
    • Vrugt, J.A.1    ter Braak, C.J.F.2    Diks, C.G.H.3    Robinson, B.A.4    Hyman, J.M.5    Higdon, D.6
  • 44
    • 55249096280 scopus 로고    scopus 로고
    • A processbased diagnostic approach to model evaluation: Application to the NWS distributed hydrologic model
    • doi:10.1029/2007WR006716
    • Yilmaz, K. K., H. V. Gupta, and T. Wagener, 2008: A processbased diagnostic approach to model evaluation: Application to the NWS distributed hydrologic model. Water Resour. Res., 44, W09417, doi:10.1029/2007WR006716.
    • (2008) Water Resour. Res. , vol.44
    • Yilmaz, K.K.1    Gupta, H.V.2    Wagener, T.3
  • 45


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