메뉴 건너뛰기




Volumn 28, Issue 8, 2014, Pages 2195-2212

Trivariate Frequency Analyses of Peak Discharge, Hydrograph Volume and Suspended Sediment Concentration Data Using Copulas

Author keywords

Asymmetric copulas; Flood frequency analysis; Multivariate analysis; Suspended sediments; Symmetric copulas

Indexed keywords

ESTIMATION; FLOOD CONTROL; FUNCTIONS; MULTIVARIANT ANALYSIS; SUSPENDED SEDIMENTS;

EID: 84900993206     PISSN: 09204741     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11269-014-0606-2     Document Type: Article
Times cited : (64)

References (48)
  • 1
    • 84873316422 scopus 로고    scopus 로고
    • Modelling the statistical dependence of rainfall event variables through copula functions
    • doi:10.5194/hess-15-1959-2011
    • Balistrocchi M, Bacchi B (2011) Modelling the statistical dependence of rainfall event variables through copula functions. Hydrol Earth Syst Sci 15: 1959-1977. doi: 10. 5194/hess-15-1959-2011.
    • (2011) Hydrol Earth Syst Sci , vol.15 , pp. 1959-1977
    • Balistrocchi, M.1    Bacchi, B.2
  • 2
    • 80052405823 scopus 로고    scopus 로고
    • Interpolation of groundwater quality parameters with some values below the detection limit
    • doi:10.5194/hess-15-2763-2011
    • Bardossy A (2011) Interpolation of groundwater quality parameters with some values below the detection limit. Hydrol Earth Syst Sci 15: 2763-2775. doi: 10. 5194/hess-15-2763-2011.
    • (2011) Hydrol Earth Syst Sci , vol.15 , pp. 2763-2775
    • Bardossy, A.1
  • 3
    • 53649106056 scopus 로고    scopus 로고
    • Geostatistical interpolation using copulas
    • doi: 10. 1029/2007wr006115
    • Bardossy A, Li J (2008) Geostatistical interpolation using copulas. Water Resour Res 44. doi: 10. 1029/2007wr006115.
    • (2008) Water Resour Res , vol.44
    • Bardossy, A.1    Li, J.2
  • 4
    • 84901846635 scopus 로고    scopus 로고
    • Frequency analysis of annual maximum suspended sediment concentrations in Abiod wadi, Biskra (Algeria)
    • doi:10.1002/hyp.9880
    • Benkhaled A, Higgins H, Chebana F, Necir A (2013) Frequency analysis of annual maximum suspended sediment concentrations in Abiod wadi, Biskra (Algeria). Hydrol Process. doi: 10. 1002/hyp. 9880.
    • (2013) Hydrol Process
    • Benkhaled, A.1    Higgins, H.2    Chebana, F.3    Necir, A.4
  • 5
    • 84902537274 scopus 로고    scopus 로고
    • Comparison between the peaks over threshold method and the annual maximum method for flood frequency analyses
    • doi:10.1080/02626667.2013.831174
    • Bezak N, Brilly M, Sraj M (2013a) Comparison between the peaks over threshold method and the annual maximum method for flood frequency analyses. Hydrol Sci J. doi: 10. 1080/02626667. 2013. 831174.
    • (2013) Hydrol Sci J
    • Bezak, N.1    Brilly, M.2    Sraj, M.3
  • 6
    • 84901036577 scopus 로고    scopus 로고
    • Overview of suspended sediments measurements in Slovenia and an example of data analysis
    • (In Slovene)
    • Bezak N, Sraj M, Mikos M (2013b) Overview of suspended sediments measurements in Slovenia and an example of data analysis. Gradbeni Vestnik 62: 274-280 (In Slovene).
    • (2013) Gradbeni Vestnik , vol.62 , pp. 274-280
    • Bezak, N.1    Sraj, M.2    Mikos, M.3
  • 7
    • 77955131981 scopus 로고    scopus 로고
    • The changes in the lower Drava River water level, discharge and suspended sediment regime
    • doi:10.1007/s12665-009-0148-8
    • Bonacci O, Oskorus D (2010) The changes in the lower Drava River water level, discharge and suspended sediment regime. Environ Earth Sci 59: 1661-1670. doi: 10. 1007/s12665-009-0148-8.
    • (2010) Environ Earth Sci , vol.59 , pp. 1661-1670
    • Bonacci, O.1    Oskorus, D.2
  • 8
    • 84945595789 scopus 로고
    • Distribution of residual autocorrelations in autoregressive-integrated moving average time series models
    • doi:10.1080/01621459.1970.10481180
    • Box GEP, Pierce DA (1970) Distribution of residual autocorrelations in autoregressive-integrated moving average time series models. J Am Stat Assoc 65: 1509-1526. doi: 10. 1080/01621459. 1970. 10481180.
    • (1970) J Am Stat Assoc , vol.65 , pp. 1509-1526
    • Box, G.E.P.1    Pierce, D.A.2
  • 9
    • 0031405337 scopus 로고    scopus 로고
    • Catchment similarity for regional flood frequency analysis using seasonality measures
    • doi:10.1016/s0022-1694(97)00068-1
    • Burn DH (1997) Catchment similarity for regional flood frequency analysis using seasonality measures. J Hydrol 202: 212-230. doi: 10. 1016/s0022-1694(97)00068-1.
    • (1997) J Hydrol , vol.202 , pp. 212-230
    • Burn, D.H.1
  • 10
    • 84862130772 scopus 로고    scopus 로고
    • Flood coincidence risk analysis using multivariate copula functions
    • doi:10.1061/(asce)he.1943-5584.0000504
    • Chen L, Singh VP, Guo SL, Hao ZC, Li TY (2012) Flood coincidence risk analysis using multivariate copula functions. J Hydrol Eng 17: 742-755. doi: 10. 1061/(asce)he. 1943-5584. 0000504.
    • (2012) J Hydrol Eng , vol.17 , pp. 742-755
    • Chen, L.1    Singh, V.P.2    Guo, S.L.3    Hao, Z.C.4    Li, T.Y.5
  • 11
    • 11944260948 scopus 로고    scopus 로고
    • Bivariate statistical approach to check adequacy of dam spillway
    • doi:10.1061/(asce)1084-0699(2005)10:1(50)
    • De Michele C, Salvadori G, Canossi M, Petaccia A, Rosso R (2005) Bivariate statistical approach to check adequacy of dam spillway. J Hydrol Eng 10: 50-57. doi: 10. 1061/(asce)1084-0699(2005)10: 1(50).
    • (2005) J Hydrol Eng , vol.10 , pp. 50-57
    • De Michele, C.1    Salvadori, G.2    Canossi, M.3    Petaccia, A.4    Rosso, R.5
  • 13
    • 0040417132 scopus 로고
    • Chi-plots for assessing dependence
    • doi:10.1093/biomet/72.2.253
    • Fisher NI, Switzer P (1985) Chi-plots for assessing dependence. Biometrika 72: 253-265. doi: 10. 1093/biomet/72. 2. 253.
    • (1985) Biometrika , vol.72 , pp. 253-265
    • Fisher, N.I.1    Switzer, P.2
  • 14
    • 0035639815 scopus 로고    scopus 로고
    • Graphical assessment of dependence: is a picture worth 100 tests?
    • doi:10.1198/000313001317098248
    • Fisher NI, Switzer P (2001) Graphical assessment of dependence: is a picture worth 100 tests? Am Stat 55: 233-239. doi: 10. 1198/000313001317098248.
    • (2001) Am Stat , vol.55 , pp. 233-239
    • Fisher, N.I.1    Switzer, P.2
  • 15
    • 84865490815 scopus 로고    scopus 로고
    • Risk assessment of droughts in Gujarat using bivariate copulas
    • doi:10.1007/s11269-012-0073-6
    • Ganguli P, Reddy MJ (2012) Risk assessment of droughts in Gujarat using bivariate copulas. Water Resour Manag 26: 3301-3327. doi: 10. 1007/s11269-012-0073-6.
    • (2012) Water Resour Manag , vol.26 , pp. 3301-3327
    • Ganguli, P.1    Reddy, M.J.2
  • 16
    • 0242710925 scopus 로고    scopus 로고
    • Detecting dependence with Kendall plots
    • doi:10.1198/0003130032431
    • Genest C, Boies JC (2003) Detecting dependence with Kendall plots. Am Stat 57: 275-284. doi: 10. 1198/0003130032431.
    • (2003) Am Stat , vol.57 , pp. 275-284
    • Genest, C.1    Boies, J.C.2
  • 17
    • 34347377353 scopus 로고    scopus 로고
    • Everything you always wanted to know about copula modeling but were afraid to ask
    • doi:10.1061/(asce)1084-0699(2007)12:4(347)
    • Genest C, Favre AC (2007) Everything you always wanted to know about copula modeling but were afraid to ask. J Hydrol Eng 12: 347-368. doi: 10. 1061/(asce)1084-0699(2007)12: 4(347).
    • (2007) J Hydrol Eng , vol.12 , pp. 347-368
    • Genest, C.1    Favre, A.C.2
  • 18
    • 62349088727 scopus 로고    scopus 로고
    • Validity of the parametric bootstrap for goodness-of-fit testing in semiparametric models
    • doi:10.1214/07-aihp148
    • Genest C, Remillard B (2008) Validity of the parametric bootstrap for goodness-of-fit testing in semiparametric models. Ann Instit Henri Poincare Probabilites Stat 44: 1096-1127. doi: 10. 1214/07-aihp148.
    • (2008) Ann Instit Henri Poincare Probabilites Stat , vol.44 , pp. 1096-1127
    • Genest, C.1    Remillard, B.2
  • 19
    • 33646533039 scopus 로고
    • A semiparametric estimation procedure of dependence parameters in multivariate families of distributions
    • doi:10.1093/biomet/82.3.543
    • Genest C, Ghoudi K, Rivest LP (1995) A semiparametric estimation procedure of dependence parameters in multivariate families of distributions. Biometrika 82: 543-552. doi: 10. 1093/biomet/82. 3. 543.
    • (1995) Biometrika , vol.82 , pp. 543-552
    • Genest, C.1    Ghoudi, K.2    Rivest, L.P.3
  • 20
    • 63449084564 scopus 로고    scopus 로고
    • Goodness-of-fit tests for copulas: a review and a power study
    • doi:10.1016/j.insmatheco.2007.10.005
    • Genest C, Remillard B, Beaudoin D (2009) Goodness-of-fit tests for copulas: a review and a power study. Insur Math Econ 44: 199-213. doi: 10. 1016/j. insmatheco. 2007. 10. 005.
    • (2009) Insur Math Econ , vol.44 , pp. 199-213
    • Genest, C.1    Remillard, B.2    Beaudoin, D.3
  • 21
    • 33746255727 scopus 로고    scopus 로고
    • Asymmetric copula in multivariate flood frequency analysis
    • doi:10.1016/j.advwatres.2005.09.005
    • Grimaldi S, Serinaldi F (2006) Asymmetric copula in multivariate flood frequency analysis. Adv Water Resour 29: 1155-1167. doi: 10. 1016/j. advwatres. 2005. 09. 005.
    • (2006) Adv Water Resour , vol.29 , pp. 1155-1167
    • Grimaldi, S.1    Serinaldi, F.2
  • 22
    • 0035333990 scopus 로고    scopus 로고
    • Optimal estimation of suspended-sediment concentrations in streams
    • doi:10.1002/hyp.207
    • Holtschlag DJ (2001) Optimal estimation of suspended-sediment concentrations in streams. Hydrol Process 15: 1133-1155. doi: 10. 1002/hyp. 207.
    • (2001) Hydrol Process , vol.15 , pp. 1133-1155
    • Holtschlag, D.J.1
  • 26
    • 84901043570 scopus 로고    scopus 로고
    • LFSTAT- an R-package for low-flow analysis
    • Vienna 22-27. 4
    • Koffler D, Laaha G (2012) LFSTAT- an R-package for low-flow analysis. EGU General Assembly, Vienna 22-27. 4.
    • (2012) EGU General Assembly
    • Koffler, D.1    Laaha, G.2
  • 27
    • 79952611089 scopus 로고    scopus 로고
    • Fast large-sample goodness-of-fit tests for copulas
    • doi:10.1007/s11222-009-9142-y
    • Kojadinovic I, Yan J, Holmes M (2011) Fast large-sample goodness-of-fit tests for copulas. Stat Sin 21: 841-871. doi: 10. 1007/s11222-009-9142-y.
    • (2011) Stat Sin , vol.21 , pp. 841-871
    • Kojadinovic, I.1    Yan, J.2    Holmes, M.3
  • 28
    • 84875663952 scopus 로고    scopus 로고
    • Multivariate drought characteristics using trivariate Gaussian and Student t copulas
    • doi:10.1002/hyp.8432
    • Ma MW, Song SB, Ren LL, Jiang SH, Song JL (2013) Multivariate drought characteristics using trivariate Gaussian and Student t copulas. Hydrol Process 27: 1175-1190. doi: 10. 1002/hyp. 8432.
    • (2013) Hydrol Process , vol.27 , pp. 1175-1190
    • Ma, M.W.1    Song, S.B.2    Ren, L.L.3    Jiang, S.H.4    Song, J.L.5
  • 30
    • 84879090907 scopus 로고    scopus 로고
    • Comparative assessment of predictions in ungauged basins-part 1: runoff-hydrograph studies
    • doi:10.5194/hess-17-1783-2013
    • Parajka J, Viglione A, Rogger M, Salinas JL, Sivapalan M, Bloschl G (2013) Comparative assessment of predictions in ungauged basins-part 1: runoff-hydrograph studies. Hydrol Earth Syst Sci 17: 1783-1795. doi: 10. 5194/hess-17-1783-2013.
    • (2013) Hydrol Earth Syst Sci , vol.17 , pp. 1783-1795
    • Parajka, J.1    Viglione, A.2    Rogger, M.3    Salinas, J.L.4    Sivapalan, M.5    Bloschl, G.6
  • 31
    • 34347377155 scopus 로고    scopus 로고
    • Importance of tail dependence in bivariate frequency analysis
    • doi:10.1061/(asce)1084-0699(2007)12:4(394)
    • Poulin A, Huard D, Favre AC, Pugin S (2007) Importance of tail dependence in bivariate frequency analysis. J Hydrol Eng 12: 394-403. doi: 10. 1061/(asce)1084-0699(2007)12: 4(394).
    • (2007) J Hydrol Eng , vol.12 , pp. 394-403
    • Poulin, A.1    Huard, D.2    Favre, A.C.3    Pugin, S.4
  • 32
    • 84867577800 scopus 로고    scopus 로고
    • Bivariate flood frequency analysis of Upper Godavari River flows using Archimedean copulas
    • doi:10.1007/s11269-012-0124-z
    • Reddy MJ, Ganguli P (2012) Bivariate flood frequency analysis of Upper Godavari River flows using Archimedean copulas. Water Resour Manag 26: 3995-4018. doi: 10. 1007/s11269-012-0124-z.
    • (2012) Water Resour Manag , vol.26 , pp. 3995-4018
    • Reddy, M.J.1    Ganguli, P.2
  • 33
    • 77956340562 scopus 로고    scopus 로고
    • Temporal changes in suspended sediment transport in an Atlantic catchment, NW Spain
    • doi:10.1016/j.geomorph.2010.07.015
    • Rodríguez-Blanco ML, Taboada-Castro MM, Palleiro L, Taboada-Castro MT (2010) Temporal changes in suspended sediment transport in an Atlantic catchment, NW Spain. Geomorphology 123: 181-188. doi: 10. 1016/j. geomorph. 2010. 07. 015.
    • (2010) Geomorphology , vol.123 , pp. 181-188
    • Rodríguez-Blanco, M.L.1    Taboada-Castro, M.M.2    Palleiro, L.3    Taboada-Castro, M.T.4
  • 34
    • 12544258027 scopus 로고    scopus 로고
    • Frequency analysis via copulas: Theoretical aspects and applications to hydrological events
    • doi: 10. 1029/2004wr003133
    • Salvadori G, De Michele C (2004) Frequency analysis via copulas: Theoretical aspects and applications to hydrological events. Water Resour Res 40. doi: 10. 1029/2004wr003133.
    • (2004) Water Resour Res , vol.40
    • Salvadori, G.1    De Michele, C.2
  • 36
    • 84856554102 scopus 로고    scopus 로고
    • On the return period and design in a multivariate framework
    • doi:10.5194/hess-15-3293-2011
    • Salvadori G, De Michele C, Durante F (2011) On the return period and design in a multivariate framework. Hydrol Earth Syst Sci 15: 3293-3305. doi: 10. 5194/hess-15-3293-2011.
    • (2011) Hydrol Earth Syst Sci , vol.15 , pp. 3293-3305
    • Salvadori, G.1    De Michele, C.2    Durante, F.3
  • 37
    • 34347387752 scopus 로고    scopus 로고
    • Fully nested 3-copula: procedure and application on hydrological data
    • doi:10.1061/(asce)1084-0699(2007)12:4(420)
    • Serinaldi F, Grimaldi S (2007) Fully nested 3-copula: procedure and application on hydrological data. J Hydrol Eng 12: 420-430. doi: 10. 1061/(asce)1084-0699(2007)12: 4(420).
    • (2007) J Hydrol Eng , vol.12 , pp. 420-430
    • Serinaldi, F.1    Grimaldi, S.2
  • 38
    • 84920943970 scopus 로고    scopus 로고
    • Bivariate flood frequency analysis using the copula function: a case study of the Litija station on the Sava River
    • doi:10.1002/hyp.10145
    • Sraj M, Bezak N, Brilly M (2014) Bivariate flood frequency analysis using the copula function: a case study of the Litija station on the Sava River. Hydrol Process. doi: 10. 1002/hyp. 10145.
    • (2014) Hydrol Process
    • Sraj, M.1    Bezak, N.2    Brilly, M.3
  • 39
    • 78349305580 scopus 로고    scopus 로고
    • Suspended sediment dynamics in a large regulated river over a 10-year period (the lower Ebro, NE Iberian Peninsula)
    • doi:10.1016/j.geomorph.2010.07.029
    • Tena A, Batalla RJ, Vericat D, Lopez-Tarazon JA (2011) Suspended sediment dynamics in a large regulated river over a 10-year period (the lower Ebro, NE Iberian Peninsula). Geomorphology 125: 73-84. doi: 10. 1016/j. geomorph. 2010. 07. 029.
    • (2011) Geomorphology , vol.125 , pp. 73-84
    • Tena, A.1    Batalla, R.J.2    Vericat, D.3    Lopez-Tarazon, J.A.4
  • 40
    • 40349091251 scopus 로고    scopus 로고
    • Frequency analysis of maximum annual suspended sediment concentrations in North America
    • doi:10.1623/hysj.53.1.236
    • Tramblay Y, St-Hilaire A, Ouarda T (2008) Frequency analysis of maximum annual suspended sediment concentrations in North America. Hydrol Sci J 53: 236-252. doi: 10. 1623/hysj. 53. 1. 236.
    • (2008) Hydrol Sci J , vol.53 , pp. 236-252
    • Tramblay, Y.1    St-Hilaire, A.2    Ouarda, T.3
  • 41
    • 72249098963 scopus 로고    scopus 로고
    • Regional estimation of extreme suspended sediment concentrations using watershed characteristics
    • doi:10.1016/j.jhydrol.2009.11.006
    • Tramblay Y, Ouarda T, St-Hilaire A, Poulin J (2010) Regional estimation of extreme suspended sediment concentrations using watershed characteristics. J Hydrol 380: 305-317. doi: 10. 1016/j. jhydrol. 2009. 11. 006.
    • (2010) J Hydrol , vol.380 , pp. 305-317
    • Tramblay, Y.1    Ouarda, T.2    St-Hilaire, A.3    Poulin, J.4
  • 42
    • 79960739155 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
    • doi: 10. 1029/2009wr008388
    • Vandenberghe S, Verhoest NEC, Onof C, De Baets B (2011) A comparative copula-based bivariate frequency analysis of observed and simulated storm events: a case study on Bartlett-Lewis modeled rainfall. Water Resour Res 47. doi: 10. 1029/2009wr008388.
    • (2011) Water Resour Res , vol.47
    • Vandenberghe, S.1    Verhoest, N.E.C.2    Onof, C.3    De Baets, B.4
  • 43
    • 65449124204 scopus 로고    scopus 로고
    • Copula-based flood frequency (COFF) analysis at the confluences of river systems
    • doi:10.1002/hyp.7273
    • Wang C, Chang NB, Yeh GT (2009) Copula-based flood frequency (COFF) analysis at the confluences of river systems. Hydrol Process 23: 1471-1486. doi: 10. 1002/hyp. 7273.
    • (2009) Hydrol Process , vol.23 , pp. 1471-1486
    • Wang, C.1    Chang, N.B.2    Yeh, G.T.3
  • 44
    • 77957367730 scopus 로고    scopus 로고
    • Drought analysis using trivariate copulas conditional on climatic states
    • doi:10.1061/(asce)he.1943-5584.0000169
    • Wong G, Lambert MF, Leonard M, Metcalfe AV (2010) Drought analysis using trivariate copulas conditional on climatic states. J Hydrol Eng 15: 129-141. doi: 10. 1061/(asce)he. 1943-5584. 0000169.
    • (2010) J Hydrol Eng , vol.15 , pp. 129-141
    • Wong, G.1    Lambert, M.F.2    Leonard, M.3    Metcalfe, A.V.4
  • 45
    • 84883770345 scopus 로고    scopus 로고
    • Characterisation of drought properties with bivariate copula analysis
    • doi:10.1007/s11269-013-0402-4
    • Yusof F, Hui-Mean F, Suhaila J, Yusof Z (2013) Characterisation of drought properties with bivariate copula analysis. Water Resour Manag 27: 4183-4207. doi: 10. 1007/s11269-013-0402-4.
    • (2013) Water Resour Manag , vol.27 , pp. 4183-4207
    • Yusof, F.1    Hui-Mean, F.2    Suhaila, J.3    Yusof, Z.4
  • 46
    • 33144488602 scopus 로고    scopus 로고
    • Bivariate flood frequency analysis using the copula method
    • doi:10.1061/(asce)1084-0699(2006)11:2(150)
    • Zhang L, Singh VP (2006) Bivariate flood frequency analysis using the copula method. J Hydrol Eng 11: 150-164. doi: 10. 1061/(asce)1084-0699(2006)11: 2(150).
    • (2006) J Hydrol Eng , vol.11 , pp. 150-164
    • Zhang, L.1    Singh, V.P.2
  • 47
    • 33845564762 scopus 로고    scopus 로고
    • Bivariate rainfall frequency distributions using Archimedean copulas
    • doi:10.1016/j.jhydrol.2006.06.033
    • Zhang L, Singh VP (2007a) Bivariate rainfall frequency distributions using Archimedean copulas. J Hydrol 332: 93-109. doi: 10. 1016/j. jhydrol. 2006. 06. 033.
    • (2007) J Hydrol , vol.332 , pp. 93-109
    • Zhang, L.1    Singh, V.P.2
  • 48
    • 34347401002 scopus 로고    scopus 로고
    • Trivariate flood frequency analysis using the Gumbel-Hougaard copula
    • doi:10.1061/(asce)1084-0699(2007)12:4(431)
    • Zhang L, Singh VP (2007b) Trivariate flood frequency analysis using the Gumbel-Hougaard copula. J Hydrol Eng 12: 431-439. doi: 10. 1061/(asce)1084-0699(2007)12: 4(431).
    • (2007) J Hydrol Eng , vol.12 , pp. 431-439
    • Zhang, L.1    Singh, V.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.