메뉴 건너뛰기




Volumn 14, Issue 12, 2010, Pages 2429-2442

A stochastic design rainfall generator based on copulas and mass curves

Author keywords

[No Author keywords available]

Indexed keywords

BELGIUM; BIVARIATE; DESIGN STORMS; DESIGN STUDIES; GOODNESS OF FIT; RAINFALL-RUNOFF MODELLING; RETURN PERIODS; STOCHASTIC DESIGN; STORM DEPTH; STORM STRUCTURE; STORM VARIABLES;

EID: 78649832432     PISSN: 10275606     EISSN: 16077938     Source Type: Journal    
DOI: 10.5194/hess-14-2429-2010     Document Type: Article
Times cited : (50)

References (39)
  • 1
    • 77953127937 scopus 로고    scopus 로고
    • Conditional simulation of remotely sensed rainfall data using a non-gaussian v-transformed copula
    • doi:10.1016/j.advwatres.2010.02.010
    • AghaKouchak, A., Bárdossy, A., and Habib, E.: Conditional simulation of remotely sensed rainfall data using a non-Gaussian v-transformed copula, Adv. Water Resour., 33, 624-634, doi:10.1016/j.advwatres.2010.02.010, 2010.
    • (2010) Adv. Water Resour. , vol.33 , pp. 624-634
    • AghaKouchak, A.1    Bárdossy, A.2    Habib, E.3
  • 2
    • 72449130454 scopus 로고    scopus 로고
    • Copula based multisite model for daily precipitation simulation
    • doi:10.5194/hess-13-2299-2009
    • Bárdossy, A. and Pegram, G. G. S.: Copula based multisite model for daily precipitation simulation, Hydrol. Earth Syst. Sci., 13, 2299-2314, doi:10.5194/hess-13-2299-2009, 2009.
    • (2009) Hydrol. Earth Syst. Sci. , vol.13 , pp. 2299-2314
    • Bárdossy, A.1    Pegram, G.G.S.2
  • 3
    • 34248348768 scopus 로고    scopus 로고
    • A simple model of rain in time: An alternating renewal process of wet and dry states with a fractional (non-gaussian) rain intensity
    • Bernardara, P., De Michele, C., and Rosso, R.: A simple model of rain in time: an alternating renewal process of wet and dry states with a fractional (non-Gaussian) rain intensity, Atmos. Res., 84, 291-301, 2007.
    • (2007) Atmos. Res. , vol.84 , pp. 291-301
    • Bernardara, P.1    Michele, C.2    Rosso, R.3
  • 4
    • 0023698597 scopus 로고
    • Factors affecting the identification of independent storm events
    • Bonta, J. V. and Rao, A. R.: Factors affecting the identification of independent storm events, J. Hydrol., 98, 275-293, 1988.
    • (1988) J. Hydrol. , vol.98 , pp. 275-293
    • Bonta, J.V.1    Rao, A.R.2
  • 5
    • 44649120796 scopus 로고    scopus 로고
    • River flow prediction through rainfall-runoff modelling with a probability-distributed model (PDM) in Flanders
    • doi:10.1016/j.agwat.2008.02.013
    • Cabus, P.: River flow prediction through rainfall-runoff modelling with a probability-distributed model (PDM) in Flanders, Belgium, Agric. Water Manage., 95, 859-868, doi:10.1016/j.agwat.2008.02.013, 2008.
    • (2008) Belgium, Agric. Water Manage. , vol.95 , pp. 859-868
    • Cabus, P.1
  • 7
    • 37849186732 scopus 로고    scopus 로고
    • Analysis of a 105-year time series of precipitation at Uccle
    • doi:10.1002/joc.1352
    • De Jongh, I. L. M., Verhoest, N. E. C., and De Troch, F. P.: Analysis of a 105-year time series of precipitation at Uccle, Belgium, Int. J. Climatol., 26, 2023-2039, doi:10.1002/joc.1352, 2006.
    • (2006) Belgium, Int. J. Climatol. , vol.26 , pp. 2023-2039
    • De Jongh, I.L.M.1    Verhoest, N.E.C.2    De Troch, F.P.3
  • 8
    • 77949550776 scopus 로고    scopus 로고
    • On the construction of multivariate extreme value models via copulas
    • doi:10.1002/env. 988
    • Durante, F. and Salvadori, G.: On the construction of multivariate extreme value models via copulas, Environmetrics, 21, 143-161, doi:10.1002/env. 988, 2009.
    • (2009) Environmetrics , vol.21 , pp. 143-161
    • Durante, F.1    Salvadori, G.2
  • 9
    • 69949120598 scopus 로고    scopus 로고
    • A triangular model for the generation of synthetic hyetographs
    • Ellouze, M., Abida, H., and Safi, R.: A triangular model for the generation of synthetic hyetographs, Hydrol. Sci. J.-J. Sci. Hydrol., 54, 287-299, 2009.
    • (2009) Hydrol. Sci. J.-J. Sci. Hydrol. , vol.54 , pp. 287-299
    • Ellouze, M.1    Abida, H.2    Safi, R.3
  • 10
    • 73649130225 scopus 로고    scopus 로고
    • Internal validation of conceptual rainfall-runoff models using baseflow separation
    • doi:10.1016/j.jhydrol.2009.11.038
    • Ferket, B. V. A., Samain, B., and Pauwels, V. R. N.: Internal validation of conceptual rainfall-runoff models using baseflow separation, J. Hydrol., 381, 158-173, doi:10.1016/j.jhydrol.2009.11.038, 2010.
    • (2010) J. Hydrol. , vol.381 , pp. 158-173
    • Ferket, B.V.A.1    Samain, B.2    Pauwels, V.R.N.3
  • 11
    • 52649120700 scopus 로고    scopus 로고
    • Modelling the dependence structure of rainfall depth and duration by Gumbel's copula
    • Gargouri-Ellouze, E. and Chebchoub, A.: Modelling the dependence structure of rainfall depth and duration by Gumbel's copula, Hydrol. Sci. J.-J. Sci. Hydrol., 53, 802-817, 2008.
    • (2008) Hydrol. Sci. J.-J. Sci. Hydrol. , vol.53 , pp. 802-817
    • Gargouri-Ellouze, E.1    Chebchoub, A.2
  • 12
    • 34347377353 scopus 로고    scopus 로고
    • Everything you always wanted to know about copula modeling but were afraid to ask
    • Genest, C. and Favre, A. C.: Everything you always wanted to know about copula modeling but were afraid to ask, J. Hydrol. Eng., 12, 347-368, 2007.
    • (2007) J. Hydrol. Eng. , vol.12 , pp. 347-368
    • Genest, C.1    Favre, A.C.2
  • 13
    • 63449084564 scopus 로고    scopus 로고
    • Goodnessof-fit tests for copulas: A review and a power study
    • doi:10.1016/j.insmatheco.2007.10.005
    • Genest, C., Rémillard, B., and Beaudoin, D.: Goodnessof-fit tests for copulas: A review and a power study, Insurance: Mathematics and Economics, 44, 199-213, doi:10.1016/j.insmatheco.2007.10.005, 2009.
    • (2009) Insurance: Mathematics and Economics , vol.44 , pp. 199-213
    • Genest, C.1    Rémillard, B.2    Beaudoin, D.3
  • 14
    • 33645732940 scopus 로고    scopus 로고
    • Design hyetograph analysis with 3-copula function
    • Grimaldi, S. and Serinaldi, F.: Design hyetograph analysis with 3-copula function, Hydrol. Sci. J.-J. Sci. Hydrol., 51, 223-238, 2006.
    • (2006) Hydrol. Sci. J.-J. Sci. Hydrol. , vol.51 , pp. 223-238
    • Grimaldi, S.1    Serinaldi, F.2
  • 15
    • 84944496169 scopus 로고
    • Time distribution of rainfall in heavy storms
    • Huff, F. A.: Time distribution of rainfall in heavy storms, Water Resour. Res., 3, 1007-1019, 1967.
    • (1967) Water Resour. Res. , vol.3 , pp. 1007-1019
    • Huff, F.A.1
  • 16
    • 34548645057 scopus 로고    scopus 로고
    • A bivariate frequency analysis of extreme rainfall with implications for design
    • doi:10.1029/2007JD008522
    • Kao, S. C. and Govindaraju, R. S.: A bivariate frequency analysis of extreme rainfall with implications for design, J. Geophys. Res., 112, doi:10.1029/2007JD008522, 2007.
    • (2007) J. Geophys. Res. , vol.112
    • Kao, S.C.1    Govindaraju, R.S.2
  • 17
    • 41149133233 scopus 로고    scopus 로고
    • Trivariate statistical analysis of extreme rainfall events via the Plackett family of copulas
    • doi:10.1029/2007WR006261
    • Kao, S. C. and Govindaraju, R. S.: Trivariate statistical analysis of extreme rainfall events via the Plackett family of copulas, Water Resour. Res., 44, doi:10.1029/2007WR006261, 2008.
    • (2008) Water Resour. Res. , vol.44
    • Kao, S.C.1    Govindaraju, R.S.2
  • 18
    • 71849084400 scopus 로고    scopus 로고
    • A copula-based joint deficit index for droughts
    • doi:10.1016/j.jhydrol.2009.10.029
    • Kao, S.-C. and Govindaraju, R. S.: A copula-based joint deficit index for droughts, J. Hydrol., 380, 121-134, doi:10.1016/j.jhydrol.2009.10.029, 2010.
    • (2010) J. Hydrol. , vol.380 , pp. 121-134
    • Kao, S.-C.1    Govindaraju, R.S.2
  • 19
    • 0027789803 scopus 로고
    • A scaling model of a storm hyetograph
    • Koutsoyiannis, D.: A scaling model of a storm hyetograph, Water Resour. Res., 29, 2345-2361, 1993.
    • (1993) Water Resour. Res. , vol.29 , pp. 2345-2361
    • Koutsoyiannis, D.1
  • 20
    • 0028666136 scopus 로고
    • A stochastic disaggregation method for design storm and flood synthesis
    • Koutsoyiannis, D.: A stochastic disaggregation method for design storm and flood synthesis, J. Hydrol., 156, 193-225, 1994.
    • (1994) J. Hydrol. , vol.156 , pp. 193-225
    • Koutsoyiannis, D.1
  • 21
    • 33846362488 scopus 로고    scopus 로고
    • The PDM rainfall-runoff model
    • Moore, R. J.: The PDM rainfall-runoff model, Hydrol. Earth Syst. Sci., 11, 483-499, 2007.
    • (2007) Hydrol. Earth Syst. Sci. , vol.11 , pp. 483-499
    • Moore, R.J.1
  • 23
    • 53649101822 scopus 로고    scopus 로고
    • Trends and multidecadal oscillations in rainfall extremes, based on a more than 100-year time series of 10 min intensities at Uccle
    • Ntegeka, V. and Willems, P.: Trends and multidecadal oscillations in rainfall extremes, based on a more than 100-year time series of 10 min intensities at Uccle, Belgium, Water Resour. Res., 44, 1-15, 2008.
    • (2008) Belgium, Water Resour. Res. , vol.44 , pp. 1-15
    • Ntegeka, V.1    Willems, P.2
  • 25
    • 84975171905 scopus 로고    scopus 로고
    • Generation of synthetic design storms for the Upper Thames River basin, Assessment of Water Resources Risk and Vulnerability to Changing Climatic Conditions 5
    • Prodanovic, P. and Simonovic, S. P.: Generation of synthetic design storms for the Upper Thames River basin, Assessment of Water Resources Risk and Vulnerability to Changing Climatic Conditions 5, CFCAS Project, report, 20 pages, 2004.
    • (2004) CFCAS Project, Report , pp. 20
    • Prodanovic, P.1    Simonovic, S.P.2
  • 26
    • 0019999052 scopus 로고
    • Identification of independent rainstorms
    • Restrepo-Posada, P. and Eagleson, P.: Identification of independent rainstorms, J. Hydrol., 55, 303-319, 1982.
    • (1982) J. Hydrol. , vol.55 , pp. 303-319
    • Restrepo-Posada, P.1    Eagleson, P.2
  • 27
    • 33644782914 scopus 로고    scopus 로고
    • Bivariate return periods via 2-copulas
    • Salvadori, G.: Bivariate return periods via 2-copulas, Statistical Methodology, 1, 129-144, 2004.
    • (2004) Statistical Methodology , vol.1 , pp. 129-144
    • Salvadori, G.1
  • 28
    • 12544258027 scopus 로고    scopus 로고
    • Frequency analysis via copulas: Theoretical aspects and applications to hydrological events
    • doi:10.1029/2004WR003133
    • Salvadori, G. and De Michele, C.: Frequency analysis via copulas: theoretical aspects and applications to hydrological events, Water Resour. Res., 40, doi:10.1029/2004WR003133, 2004.
    • (2004) Water Resour. Res. , vol.40
    • Salvadori, G.1    Michele, C.2
  • 30
    • 67349186206 scopus 로고    scopus 로고
    • Copula-based mixed models for bivariate rainfall data: An empirical study in regression perspective
    • doi:10.1007/s00477-008-0249-z
    • Serinaldi, F.: Copula-based mixed models for bivariate rainfall data: an empirical study in regression perspective, Stoch. Environ. Res. Risk Assess., 23, 677-693, doi:10.1007/s00477-008-0249-z, 2009.
    • (2009) Stoch. Environ. Res. Risk Assess. , vol.23 , pp. 677-693
    • Serinaldi, F.1
  • 31
    • 67650422532 scopus 로고    scopus 로고
    • A multisite daily rainfall generator driven by bivariate copula-based mixed distributions
    • doi:10.1029/2008JD011258
    • Serinaldi, F.: A multisite daily rainfall generator driven by bivariate copula-based mixed distributions, J. Geophys. Res.-Atmos., 114, D10103, doi:10.1029/2008JD011258, 2009.
    • (2009) J. Geophys. Res.-Atmos. , vol.114
    • Serinaldi, F.1
  • 32
    • 0000795592 scopus 로고
    • Fonctions de répartition à n dimensions et leurs marges.
    • Sklar, A.: Fonctions de répartition à n dimensions et leurs marges., Publ. Inst. Statist. Univ. Paris, 8, 229-231, 1959.
    • (1959) Publ. Inst. Statist. Univ. Paris , vol.8 , pp. 229-231
    • Sklar, A.1
  • 35
    • 77953929911 scopus 로고    scopus 로고
    • Fitting bivariate copulas to the dependence structure between storm characteristics: A detailed analysis based on 105 year 10 min rainfall
    • doi:10.1029/2009WR007857
    • Vandenberghe, S., Verhoest, N. E. C., and De Baets, B.: Fitting bivariate copulas to the dependence structure between storm characteristics: A detailed analysis based on 105 year 10 min rainfall, Water Resour. Res., 46, w01512, doi:10.1029/2009WR007857, 2010a.
    • (2010) Water Resour. Res. , vol.46
    • Vandenberghe, S.1    Verhoest, N.E.C.2    Baets, B.3
  • 36
    • 78649881266 scopus 로고    scopus 로고
    • A comparative copula-based bivariate frequency analysis of observed and simulated storm events: A case study on Bartlett-Lewis modeled rainfall
    • submitted to
    • Vandenberghe, S., Verhoest, N. E. C., Onof, C., and De Baets, B.: A comparative copula-based bivariate frequency analysis of observed and simulated storm events: a case study on Bartlett-Lewis modeled rainfall, submitted to Water Resour. Res., 2010b.
    • (2010) Water Resour. Res.
    • Vandenberghe, S.1    Verhoest, N.E.C.2    Onof, C.3    Baets, B.4
  • 37
    • 0032854005 scopus 로고    scopus 로고
    • Best linear unbiased design hyetograph
    • Veneziano, D.: Best linear unbiased design hyetograph, Water Resour. Res., 35, 2725-2738, 1999.
    • (1999) Water Resour. Res. , vol.35 , pp. 2725-2738
    • Veneziano, D.1
  • 38
    • 55649123897 scopus 로고    scopus 로고
    • Modeling radar-rainfall estimation uncertainties using parametric and non-parametric approaches
    • doi:10.1016/j.advwatres.2008.08.002
    • Villarini, G., Serinaldi, F., and Krajewski, W. F.: Modeling radar-rainfall estimation uncertainties using parametric and non-parametric approaches, Adv. Water Resour., 31, 1674-1686, doi:10.1016/j.advwatres.2008.08. 002, 2008.
    • (2008) Adv. Water Resour. , vol.31 , pp. 1674-1686
    • Villarini, G.1    Serinaldi, F.2    Krajewski, W.F.3
  • 39
    • 0034640855 scopus 로고    scopus 로고
    • Compound intensity/duration/frequency-relationships of extreme precipitation for two seasons and two storm types
    • Willems, P.: Compound intensity/duration/frequency-relationships of extreme precipitation for two seasons and two storm types., J. Hydrol., 233, 189-205, 2000.
    • (2000) J. Hydrol. , vol.233 , pp. 189-205
    • Willems, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.