메뉴 건너뛰기




Volumn 28, Issue 2, 2005, Pages 135-147

Dual state-parameter estimation of hydrological models using ensemble Kalman filter

Author keywords

Data assimilation; Dual estimation; Ensemble Kalman filter; Kernel smoothing; Stochastic processes; Streamflow forecasting

Indexed keywords

ALGORITHMS; KALMAN FILTERING; PARAMETER ESTIMATION; RAIN; RUNOFF; STREAM FLOW;

EID: 11944268965     PISSN: 03091708     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.advwatres.2004.09.002     Document Type: Article
Times cited : (768)

References (48)
  • 1
    • 0035655814 scopus 로고    scopus 로고
    • An ensemble adjustment filter for data assimilation
    • J.L. Anderson An ensemble adjustment filter for data assimilation Monthly Weather Rev 129 2001 2884-2903
    • (2001) Monthly Weather Rev. , vol.129 , pp. 2884-2903
    • Anderson, J.L.1
  • 2
    • 0013391460 scopus 로고    scopus 로고
    • Multicriteria calibration of hydrological models
    • PhD Dissertation, Dep of Hydrol and Water Resour, Univ of Arizona, Tucson
    • Boyle DP. Multicriteria calibration of hydrological models. PhD Dissertation, Dep of Hydrol and Water Resour, Univ of Arizona, Tucson; 2000
    • (2000)
    • Boyle, D.P.1
  • 6
    • 0001482955 scopus 로고    scopus 로고
    • An introduction to estimation theory
    • S.E. Cohn An introduction to estimation theory J Meteo Soc Jpn 75 1B 1997 147-1787
    • (1997) J. Meteo. Soc. Jpn. , vol.75 , Issue.1 B , pp. 147-1787
    • Cohn, S.E.1
  • 7
    • 0026445234 scopus 로고
    • Effective and efficient global optimization for conceptual rainfall-runoff models
    • Q. Duan S. Sorooshian V.K. Gupta Effective and efficient global optimization for conceptual rainfall-runoff models Water Resour Res 28 4 1992 1015-1031
    • (1992) Water Resour. Res. , vol.28 , Issue.4 , pp. 1015-1031
    • Duan, Q.1    Sorooshian, S.2    Gupta, V.K.3
  • 8
    • 0027558431 scopus 로고
    • A shuffled complex evolution approach for effective and efficient global minimization
    • Q. Duan V.K. Gupta S. Sorooshian A shuffled complex evolution approach for effective and efficient global minimization J Optim Theory Appl 76 3 1993 501-521
    • (1993) J. Optim. Theory Appl. , vol.76 , Issue.3 , pp. 501-521
    • Duan, Q.1    Gupta, V.K.2    Sorooshian, S.3
  • 9
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics
    • G. Evensen Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics J Geophys Res 99 1994 10143-10162
    • (1994) J. Geophys. Res. , vol.99 , pp. 10143-10162
    • Evensen, G.1
  • 11
    • 0031922634 scopus 로고    scopus 로고
    • Towards improved calibration of hydrological models: Multiple and noncomensurable measures of information
    • V.K. Gupta S. Sorooshian P.O. Yapo Towards improved calibration of hydrological models: Multiple and noncomensurable measures of information Water Resour Res 34 1998 751-763
    • (1998) Water Resour. Res. , vol.34 , pp. 751-763
    • Gupta, V.K.1    Sorooshian, S.2    Yapo, P.O.3
  • 12
    • 0035270069 scopus 로고    scopus 로고
    • Notes and correspondence on "Interpretation of rank histograms for verifying ensemble forecasts"
    • T.M. Hamill Notes and correspondence on "Interpretation of rank histograms for verifying ensemble forecasts" Monthly Weather Rev 129 2001 550-560
    • (2001) Monthly Weather Rev. , vol.129 , pp. 550-560
    • Hamill, T.M.1
  • 13
    • 0003440756 scopus 로고
    • Stochastic processes and filtering theory
    • San Diego: Academic
    • A.H. Jazwinski Stochastic processes and filtering theory 1970 Academic San Diego
    • (1970)
    • Jazwinski, A.H.1
  • 14
    • 85024429815 scopus 로고
    • New approach to linear filtering and prediction problems
    • R. Kalman New approach to linear filtering and prediction problems Trans AMSE J Basin Eng 82D 1960 35-45
    • (1960) Trans. AMSE J. Basin Eng. , vol.82 D , pp. 35-45
    • Kalman, R.1
  • 15
    • 0019228050 scopus 로고
    • Adaptive filtering through detection of isolated transient errors in rainfall-runoff models
    • P.K. Kitanidis R.L. Bras Adaptive filtering through detection of isolated transient errors in rainfall-runoff models Water Resour Res 16 4 1980 740-748
    • (1980) Water Resour. Res. , vol.16 , Issue.4 , pp. 740-748
    • Kitanidis, P.K.1    Bras, R.L.2
  • 16
    • 0019227947 scopus 로고
    • Real-time forecasting with conceptual hydrologic models, 1. Analysis of uncertainty
    • P.K. Kitanidis R.L. Bras Real-time forecasting with conceptual hydrologic models, 1. Analysis of uncertainty Water Resour Res 16 6 1980 1025-1033
    • (1980) Water Resour. Res. , vol.16 , Issue.6 , pp. 1025-1033
    • Kitanidis, P.K.1    Bras, R.L.2
  • 17
    • 0019227948 scopus 로고
    • Real-time forecasting with conceptual hydrologic models, 2. Applications and results
    • P.K. Kitanidis R.L. Bras Real-time forecasting with conceptual hydrologic models, 2. Applications and results Water Resour Res 16 6 1980 1034-1044
    • (1980) Water Resour. Res. , vol.16 , Issue.6 , pp. 1034-1044
    • Kitanidis, P.K.1    Bras, R.L.2
  • 18
    • 0024163428 scopus 로고    scopus 로고
    • On validity of first-order prediction limits for conceptual hydrological models
    • G. Kuczera On validity of first-order prediction limits for conceptual hydrological models J Hydrol 103 1998 229-247
    • (1998) J. Hydrol. , vol.103 , pp. 229-247
    • Kuczera, G.1
  • 19
    • 0031748081 scopus 로고    scopus 로고
    • Assessment of hydrological parameter uncertainty and the worth of multiresponse data
    • G. Kuczera M. Mroczkowski Assessment of hydrological parameter uncertainty and the worth of multiresponse data Water Resour Res 34 6 1998 1481-1489
    • (1998) Water Resour. Res. , vol.34 , Issue.6 , pp. 1481-1489
    • Kuczera, G.1    Mroczkowski, M.2
  • 20
    • 0032214428 scopus 로고    scopus 로고
    • Monte Carlo assessment of parameter uncertainty in conceptual catchment models: The Metropolis algorithm
    • G. Kuczera E. Parent Monte Carlo assessment of parameter uncertainty in conceptual catchment models: The Metropolis algorithm J Hydrol 211 1998 69-85
    • (1998) J. Hydrol. , vol.211 , pp. 69-85
    • Kuczera, G.1    Parent, E.2
  • 21
    • 11944255015 scopus 로고    scopus 로고
    • Bayesian time series: Analysis methods using simulation based computations
    • PhD Dissertation, Institutes of Statistics and Decision Sciences, Duke University
    • Liu F. Bayesian time series: Analysis methods using simulation based computations. PhD Dissertation, Institutes of Statistics and Decision Sciences, Duke University, 2000
    • (2000)
    • Liu, F.1
  • 22
    • 0347127202 scopus 로고
    • Recent developments in hydrologic data assimilation
    • D. McLaughlin Recent developments in hydrologic data assimilation Rev Geophys Suppl 1995 977-984
    • (1995) Rev. Geophys. , Issue.SUPPL. , pp. 977-984
    • McLaughlin, D.1
  • 23
    • 0036704805 scopus 로고    scopus 로고
    • An integrated approach to hydrologic data assimilation: Interpolation, smoothing, and filtering
    • D. McLaughlin An integrated approach to hydrologic data assimilation: interpolation, smoothing, and filtering Adv Water Res 25 2002 1275-1286
    • (2002) Adv. Water Res. , vol.25 , pp. 1275-1286
    • McLaughlin, D.1
  • 24
    • 0028554556 scopus 로고
    • Advanced data assimilation in strongly nonlinear dynamical systems
    • R.N. Miller M. Ghil F. Guathiez Advanced data assimilation in strongly nonlinear dynamical systems J Atmos Sci 51 8 1994 1037-1056
    • (1994) J. Atmos. Sci. , vol.51 , Issue.8 , pp. 1037-1056
    • Miller, R.N.1    Ghil, M.2    Guathiez, F.3
  • 25
    • 84961207695 scopus 로고    scopus 로고
    • Bayesian recursive estimation of parameter and output uncertainty for watershed models: Calibration of Watershed Models
    • Duan Q, et al., editor
    • Misirli F, Gupta HV, Sorooshian S, Thiemann M. Bayesian recursive estimation of parameter and output uncertainty for watershed models: Calibration of Watershed Models. In: Duan Q, et al., editor. Water Sci Appl Ser, vol 6, 2003. p. 113-24
    • (2003) Water Sci. Appl. Ser. , vol.6 , pp. 113-124
    • Misirli, F.1    Gupta, H.V.2    Sorooshian, S.3    Thiemann, M.4
  • 26
    • 0022241420 scopus 로고
    • The probability-distributed principle and runoff production at point and basin scales
    • R.J. Moore The probability-distributed principle and runoff production at point and basin scales Hydrol Sci J 30 2 1985 273-297
    • (1985) Hydrol. Sci. J. , vol.30 , Issue.2 , pp. 273-297
    • Moore, R.J.1
  • 27
    • 0024256681 scopus 로고
    • The impact of ensemble forecast on predictability
    • J.M. Murphy The impact of ensemble forecast on predictability Quart J Roy Meteor Soc 114 1988 89-125
    • (1988) Quart. J. Roy Meteor. Soc. , vol.114 , pp. 89-125
    • Murphy, J.M.1
  • 28
    • 10244276467 scopus 로고    scopus 로고
    • Nonlinear estimation and modeling of noisy time series by dual Kalman filtering methods
    • PhD Dissertation, Oregon Graduate Institute
    • Nelson AT. Nonlinear estimation and modeling of noisy time series by dual Kalman filtering methods. PhD Dissertation, Oregon Graduate Institute, 1999
    • (1999)
    • Nelson, A.T.1
  • 29
    • 0036322061 scopus 로고    scopus 로고
    • Hydrologic data assimilation with the ensemble Kalman filter
    • R.H. Reichle D. McLaughlin D. Entekhabi Hydrologic data assimilation with the ensemble Kalman filter Monthly Weather Rev 130 2002 103-114
    • (2002) Monthly Weather Rev. , vol.130 , pp. 103-114
    • Reichle, R.H.1    McLaughlin, D.2    Entekhabi, D.3
  • 30
    • 0036960475 scopus 로고    scopus 로고
    • Extended versus ensemble Kalman filtering for land data assimilation
    • R.H. Reichle J.P. Walker R.D. Koster P.R. Houser Extended versus ensemble Kalman filtering for land data assimilation J Hydromet 3 2002 728-740
    • (2002) J. Hydromet. , vol.3 , pp. 728-740
    • Reichle, R.H.1    Walker, J.P.2    Koster, R.D.3    Houser, P.R.4
  • 31
    • 0019227508 scopus 로고
    • Stochastic parameter estimation procedures for hydrologic rainfall-runoff models: Correlated and heteroscedastic error cases
    • S. Sorooshian J.A. Dracup Stochastic parameter estimation procedures for hydrologic rainfall-runoff models: Correlated and heteroscedastic error cases Water Resour Res 16 2 1980 430-442
    • (1980) Water Resour. Res. , vol.16 , Issue.2 , pp. 430-442
    • Sorooshian, S.1    Dracup, J.A.2
  • 32
    • 0027503733 scopus 로고
    • Calibration of rainfall-runoff models: Application of global optimization to the soil moisture accounting model
    • S. Sorooshian Q. Duan V.K. Gupta Calibration of rainfall-runoff models: application of global optimization to the soil moisture accounting model Water Resour Res 29 4 1993 1185-1194
    • (1993) Water Resour. Res. , vol.29 , Issue.4 , pp. 1185-1194
    • Sorooshian, S.1    Duan, Q.2    Gupta, V.K.3
  • 33
    • 0018834317 scopus 로고
    • Eutrophication in Peel Inlet, 2, Identification of critical uncertainties via generalized sensitivity analysis
    • R.C. Spear G.M. Hornberger Eutrophication in Peel Inlet, 2, Identification of critical uncertainties via generalized sensitivity analysis Water Resour Res 14 1980 43-49
    • (1980) Water Resour. Res. , vol.14 , pp. 43-49
    • Spear, R.C.1    Hornberger, G.M.2
  • 34
    • 0028322711 scopus 로고
    • Parameter uncertainty and interaction in complex environmental models
    • R.C. Spear T.M. Grieb N. Shang Parameter uncertainty and interaction in complex environmental models Water Resour Res 30 11 1994 3159-3169
    • (1994) Water Resour. Res. , vol.30 , Issue.11 , pp. 3159-3169
    • Spear, R.C.1    Grieb, T.M.2    Shang, N.3
  • 35
    • 0034794967 scopus 로고    scopus 로고
    • Bayesian recursive parameter estimation for hydrologic models
    • M. Thiemann M. Trosset H. Gupta S. Sorooshian Bayesian recursive parameter estimation for hydrologic models Water Resour Res 37 10 2001 2521-2535
    • (2001) Water Resour. Res. , vol.37 , Issue.10 , pp. 2521-2535
    • Thiemann, M.1    Trosset, M.2    Gupta, H.3    Sorooshian, S.4
  • 36
    • 20844459549 scopus 로고
    • Adaptive state-parameter estimation algorithm for real time hydrologic forecasting; a case study
    • IISA/WMO Workshop on the Recent Developments in Real Time Forecasting/Control of Water Resources Systems, Laxemburg (Austria)
    • Todini E, Szollosi-Nagy A, Wood EF. Adaptive state-parameter estimation algorithm for real time hydrologic forecasting; a case study. In: IISA/WMO Workshop on the Recent Developments in Real Time Forecasting/Control of Water Resources Systems, Laxemburg (Austria), 1976
    • (1976)
    • Todini, E.1    Szollosi-Nagy, A.2    Wood, E.F.3
  • 37
    • 0004395757 scopus 로고
    • Mutually interactive state-parameter (MISP) estimation, Applications of Kalman filters to hydrology, hydraulics and water resources
    • Chiu C-L, editor
    • Todini, E. Mutually interactive state-parameter (MISP) estimation, Applications of Kalman filters to hydrology, hydraulics and water resources. In: Chiu C-L, editor. Proceedings of AGU Chapman Conference, 1978
    • (1978) Proceedings of AGU Chapman Conference
    • Todini, E.1
  • 39
    • 11944254433 scopus 로고    scopus 로고
    • Catchment-scale hydrological modeling and data assimilation
    • P.A. Troch C. Paniconi D. McLaughlin Catchment-scale hydrological modeling and data assimilation Adv Water Res 26 2003 131-135
    • (2003) Adv. Water Res. , vol.26 , pp. 131-135
    • Troch, P.A.1    Paniconi, C.2    McLaughlin, D.3
  • 40
    • 0037099572 scopus 로고    scopus 로고
    • Advances in real-time flood forecasting
    • P.C. Young Advances in real-time flood forecasting Philos Trans Roy Soc Lond 360 2002 1433-1450
    • (2002) Philos. Trans. Roy Soc. Lond. , vol.360 , pp. 1433-1450
    • Young, P.C.1
  • 41
    • 0032742740 scopus 로고    scopus 로고
    • Comment on data assimilation using an ensemble Kalman filter technique
    • P.J. Van Leeuwen Comment on data assimilation using an ensemble Kalman filter technique Monthly Weather Rev 127 1999 1374-1377
    • (1999) Monthly Weather Rev. , vol.127 , pp. 1374-1377
    • Van Leeuwen, P.J.1
  • 42
    • 1542757127 scopus 로고    scopus 로고
    • A shuffled complex evolution metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters
    • J.A. Vrugt H.V. Gupta W. Bouten S. Sorooshian A shuffled complex evolution metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters Water Resour Res 39 8 2003 1-14
    • (2003) Water Resour. Res. , vol.39 , Issue.8 , pp. 1-14
    • Vrugt, J.A.1    Gupta, H.V.2    Bouten, W.3    Sorooshian, S.4
  • 43
    • 3242722740 scopus 로고    scopus 로고
    • Confronting parameter uncertainty in hydrologic modeling: Application of the SCEM-UA algorithm to the Sacramento Soil Moisture Accounting Model
    • in review
    • Vrugt JA, Gupta HV, Sorooshian S, Wagener T, Bouten W. Confronting parameter uncertainty in hydrologic modeling: Application of the SCEM-UA algorithm to the Sacramento Soil Moisture Accounting Model. J Hydrol, in review
    • J. Hydrol.
    • Vrugt, J.A.1    Gupta, H.V.2    Sorooshian, S.3    Wagener, T.4    Bouten, W.5
  • 45
    • 84898964547 scopus 로고    scopus 로고
    • Dual Kalman filtering methods for nonlinear prediction, estimation and smoothing
    • E.A. Wan T.A. Nelson Dual Kalman filtering methods for nonlinear prediction, estimation and smoothing Adv Neural Informat Process Syst 9 1997
    • (1997) Adv. Neural Informat Process Syst. , vol.9
    • Wan, E.A.1    Nelson, T.A.2
  • 46
    • 0000417862 scopus 로고
    • Mixture models, Monte Carlo, Bayesian updating and dynamic models
    • M. West Mixture models, Monte Carlo, Bayesian updating and dynamic models Comput Sci Statist 24 1993 325-333
    • (1993) Comput. Sci. Statist. , vol.24 , pp. 325-333
    • West, M.1
  • 47
    • 0036646009 scopus 로고    scopus 로고
    • Ensemble data assimilation without perturbed observations
    • J.S. Whitaker T.M. Hamill Ensemble data assimilation without perturbed observations Monthly Weather Rev 130 2002 1912-1924
    • (2002) Monthly Weather Rev. , vol.130 , pp. 1912-1924
    • Whitaker, J.S.1    Hamill, T.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.