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Volumn 50, Issue 3, 2014, Pages 2050-2071

Modeling dependence between extreme rainfall and storm surge to estimate coastal flooding risk

Author keywords

asymptotic dependence; dependence; flood risk; statistical models

Indexed keywords

ESTIMATION; FLOOD CONTROL; RISK PERCEPTION; STATISTICAL METHODS; STORMS;

EID: 84895417307     PISSN: 00431397     EISSN: 19447973     Source Type: Journal    
DOI: 10.1002/2013WR014616     Document Type: Article
Times cited : (146)

References (47)
  • 1
    • 33847378929 scopus 로고    scopus 로고
    • A mixture model for multivariate extremes
    • Boldi, M. O., and, A. C. Davison, (2007), A mixture model for multivariate extremes, J. R. Stat. Soc., Ser. B, 69 (2), 217-229.
    • (2007) J. R. Stat. Soc., Ser. B , vol.69 , Issue.2 , pp. 217-229
    • Boldi, M.O.1    Davison, A.C.2
  • 3
    • 0001870612 scopus 로고    scopus 로고
    • Dependence measures for extreme value analyses
    • Coles, S., J. Heffernan, and, J. Tawn, (1999), Dependence measures for extreme value analyses, Extremes, 2 (4), 339-365.
    • (1999) Extremes , vol.2 , Issue.4 , pp. 339-365
    • Coles, S.1    Heffernan, J.2    Tawn, J.3
  • 5
    • 0001356226 scopus 로고
    • Modelling extreme multivariate events
    • Coles, S. G., and, J. A. Tawn, (1991), Modelling extreme multivariate events, J. R. Stat. Soc., Ser. B, 53 (2), 377-392.
    • (1991) J. R. Stat. Soc., Ser. B , vol.53 , Issue.2 , pp. 377-392
    • Coles, S.G.1    Tawn, J.A.2
  • 6
    • 4243340587 scopus 로고
    • Statistical methods for multivariate extremes: An application to structural design
    • Coles, S. G., and, J. A. Tawn, (1994), Statistical methods for multivariate extremes: An application to structural design, J. R. Stat. Soc., Ser. C, 43 (1), 1-48.
    • (1994) J. R. Stat. Soc., Ser. C , vol.43 , Issue.1 , pp. 1-48
    • Coles, S.G.1    Tawn, J.A.2
  • 7
    • 77955049295 scopus 로고    scopus 로고
    • The pairwise beta distribution: A flexible parametric multivariate model for extremes
    • Cooley, D., R. A. Davis, and, P. Naveau, (2010), The pairwise beta distribution: A flexible parametric multivariate model for extremes, J. Multivariate Anal., 101 (9), 2103-2117.
    • (2010) J. Multivariate Anal. , vol.101 , Issue.9 , pp. 2103-2117
    • Cooley, D.1    Davis, R.A.2    Naveau, P.3
  • 9
    • 0000617024 scopus 로고
    • Models for exceedances over high thresholds (with discussion)
    • Davison, A. C., and, R. L. Smith, (1990), Models for exceedances over high thresholds (with discussion), J. R. Stat. Soc., Ser. B, 52, 393-442.
    • (1990) J. R. Stat. Soc., Ser. B , vol.52 , pp. 393-442
    • Davison, A.C.1    Smith, R.L.2
  • 11
    • 84879928321 scopus 로고    scopus 로고
    • Geostatistics of dependent and asymptotically independent extremes
    • Davison, A. C., R. Huser, and, E. Thibaud, (2013), Geostatistics of dependent and asymptotically independent extremes, Math Geosci., 45 (5), 511-529.
    • (2013) Math Geosci , vol.45 , Issue.5 , pp. 511-529
    • Davison, A.C.1    Huser, R.2    Thibaud, E.3
  • 12
    • 0000522339 scopus 로고
    • A spectral representation for max-stable processes
    • de Haan, L., (1984), A spectral representation for max-stable processes, Ann. Probab., 12 (4), 1194-1204.
    • (1984) Ann. Probab. , vol.12 , Issue.4 , pp. 1194-1204
    • De Haan, L.1
  • 13
    • 61749096700 scopus 로고    scopus 로고
    • Multivariate extreme value theory and its usefulness in understanding risk
    • Dupuis, D. J., and, B. L. Jones, (2006), Multivariate extreme value theory and its usefulness in understanding risk, N. Am. Actuarial J., 10 (4), 1-27.
    • (2006) N. Am. Actuarial J. , vol.10 , Issue.4 , pp. 1-27
    • Dupuis, D.J.1    Jones, B.L.2
  • 14
    • 84874720626 scopus 로고    scopus 로고
    • Statistical measures of extremal dependence illustrated using measured sea surface elevations from a neighbourhood of coastal locations
    • Eastoe, E., S. Koukoulas, and, P. Jonathan, (2013), Statistical measures of extremal dependence illustrated using measured sea surface elevations from a neighbourhood of coastal locations, Ocean Eng., 62, 68-77.
    • (2013) Ocean Eng. , vol.62 , pp. 68-77
    • Eastoe, E.1    Koukoulas, S.2    Jonathan, P.3
  • 16
    • 84953078660 scopus 로고
    • The Joy of Copulas: Bivariate distributions with uniform marginal
    • Genest, C., and, R. J. MacKay, (1986), The Joy of Copulas: Bivariate distributions with uniform marginal, Am. Stat., 40, 280-283.
    • (1986) Am. Stat. , vol.40 , pp. 280-283
    • Genest, C.1    Mackay, R.J.2
  • 17
    • 49249111838 scopus 로고    scopus 로고
    • Joint probability analysis for estimation of extremes
    • Hawkes, P. J., (2008), Joint probability analysis for estimation of extremes, J. Hydraul. Res., 46, 246-256.
    • (2008) J. Hydraul. Res. , vol.46 , pp. 246-256
    • Hawkes, P.J.1
  • 18
    • 0036428555 scopus 로고    scopus 로고
    • La probabilite conjointe de la houle et des hauteurs d'eau dans la conception de defences cotieres
    • Hawkes, P. J., B. P. Gouldby, J. A. Tawn, and, M. W. Owen, (2002), The joint probability of waves and water levels in coastal engineering design, J. Hydraul. Res., 40 (3), 241-251. (Pubitemid 35343810)
    • (2002) Journal of Hydraulic Research , vol.40 , Issue.3 , pp. 241-251
    • Hawkes, P.J.1    Gouldby, B.P.2    Tawn, J.A.3    Owen, M.W.4
  • 19
    • 3542996305 scopus 로고    scopus 로고
    • A conditional approach for multivariate extreme values
    • Heffernan, J. E., and, J. A. Tawn, (2004), A conditional approach for multivariate extreme values, J. R. Stat. Soc., Ser. B, 66 (3), 497-546.
    • (2004) J. R. Stat. Soc., Ser. B , vol.66 , Issue.3 , pp. 497-546
    • Heffernan, J.E.1    Tawn, J.A.2
  • 20
    • 0023400777 scopus 로고
    • Parameter and quantile estimation for the generalized pareto distribution
    • Hosking, J. R. M., and, J. R. Wallis, (1987), Parameter and quantile estimation for the generalized pareto distribution, Technometrics, 29 (3), 339-349. (Pubitemid 17660183)
    • (1987) Technometrics , vol.29 , Issue.3 , pp. 339-349
    • Hosking, J.R.M.1    Wallis, J.R.2
  • 21
    • 84898543180 scopus 로고    scopus 로고
    • PhD thesis, Swiss Fed. Inst. of Technol. in Lausanne (EPFL), Lausanne, Switzerland, doi: 10.5075/epfl-thesis-5946
    • Huser, R., (2013), Statistical modelling and inference for spatio-temporal extremes, PhD thesis, Swiss Fed. Inst. of Technol. in Lausanne (EPFL), Lausanne, Switzerland, doi: 10.5075/epfl-thesis-5946.
    • (2013) Statistical Modelling and Inference for Spatio-temporal Extremes
    • Huser, R.1
  • 22
    • 84893717397 scopus 로고    scopus 로고
    • Space-time modelling of extreme events
    • doi: 10.1111/rssb.12035
    • Huser, R., and, A. C. Davison, (2013), Space-time modelling of extreme events, J. R. Stat. Soc., Ser. B, 76, 439-461, doi: 10.1111/rssb.12035.
    • (2013) J. R. Stat. Soc., Ser. B , vol.76 , pp. 439-461
    • Huser, R.1    Davison, A.C.2
  • 23
    • 84904261422 scopus 로고
    • The frequency distribution of the annual maximum (or minimum) values of meteorological elements
    • doi: 10.1002/qj.49708134804
    • Jenkinson, A. F. A., (1955), The frequency distribution of the annual maximum (or minimum) values of meteorological elements, Q. J. R. Meteorol. Soc., 81 (348), 158-171, doi: 10.1002/qj.49708134804.
    • (1955) Q. J. R. Meteorol. Soc. , vol.81 , Issue.348 , pp. 158-171
    • Jenkinson, A.F.A.1
  • 24
    • 0001370079 scopus 로고
    • Parametric families of multivariate distributions with given marginal
    • Joe, H., (1993), Parametric families of multivariate distributions with given marginal, J. Multivariate Anal., 46 (2), 262-282.
    • (1993) J. Multivariate Anal. , vol.46 , Issue.2 , pp. 262-282
    • Joe, H.1
  • 25
    • 0000679213 scopus 로고
    • Bivariate threshold methods for extremes
    • Joe, H., R. L. Smith, and, I. Weissman, (1992), Bivariate threshold methods for extremes, J. R. Stat. Soc., Ser. B, 54 (1), 171-183.
    • (1992) J. R. Stat. Soc., Ser. B , vol.54 , Issue.1 , pp. 171-183
    • Joe, H.1    Smith, R.L.2    Weissman, I.3
  • 26
    • 70350497331 scopus 로고    scopus 로고
    • Spatial dependence in extreme river flows and precipitation for Great Britain
    • Keef, C., C. Svensson, and, J. A. Tawn, (2009), Spatial dependence in extreme river flows and precipitation for Great Britain, J. Hydrol., 378 (3-4), 240-252.
    • (2009) J. Hydrol. , vol.378 , Issue.34 , pp. 240-252
    • Keef, C.1    Svensson, C.2    Tawn, J.A.3
  • 27
    • 84872126392 scopus 로고    scopus 로고
    • Estimating the probability of widespread flood events
    • Keef, C., J. A. Tawn, and, R. Lamb, (2013), Estimating the probability of widespread flood events, Environmetrics, 24 (1), 13-21.
    • (2013) Environmetrics , vol.24 , Issue.1 , pp. 13-21
    • Keef, C.1    Tawn, J.A.2    Lamb, R.3
  • 28
    • 84882738651 scopus 로고    scopus 로고
    • The simultaneous occurrence of surge and discharge extremes for the Rhine delta
    • Kew, S. F., F. M. Selten, G. Lenderink, and, W. Hazeleger, (2013), The simultaneous occurrence of surge and discharge extremes for the Rhine delta, Nat. Hazards Earth Syst. Sci., 13 (8), 2017-2029.
    • (2013) Nat. Hazards Earth Syst. Sci. , vol.13 , Issue.8 , pp. 2017-2029
    • Kew, S.F.1    Selten, F.M.2    Lenderink, G.3    Hazeleger, W.4
  • 31
    • 84873922419 scopus 로고    scopus 로고
    • Joint impact of rainfall and tidal level on flood risk in a coastal city with a complex river network: A case study of Fuzhou City, China
    • doi: 10.5194/hess-17-679-2013
    • Lian, J. J., K. Xu, and, C. Ma, (2013), Joint impact of rainfall and tidal level on flood risk in a coastal city with a complex river network: A case study of Fuzhou City, China, Hydrol. Earth Syst. Sci., 17 (2), 679-689, doi: 10.5194/hess-17-679-2013.
    • (2013) Hydrol. Earth Syst. Sci. , vol.17 , Issue.2 , pp. 679-689
    • Lian, J.J.1    Xu, K.2    Ma, C.3
  • 32
    • 0030619011 scopus 로고    scopus 로고
    • Comparison of annual maximum series and partial duration series methods for modeling extreme hydrologic events: 1. At-site modeling
    • Madsen, H., P. F. Rasmussen, and, D. Rosbjerg, (1997), Comparison of annual maximum series and partial duration series methods for modeling extreme hydrologic events: 1. At-site modeling, Water Resour. Res., 33 (4), 747-757.
    • (1997) Water Resour. Res. , vol.33 , Issue.4 , pp. 747-757
    • Madsen, H.1    Rasmussen, P.F.2    Rosbjerg, D.3
  • 33
    • 0037003085 scopus 로고    scopus 로고
    • Asymptotic independence and a network traffic model
    • DOI 10.1239/jap/1037816012
    • Maulik, K., S. Resnick, and, H. Rootzén, (2002), Asymptotic independence and a network traffic model, J. Appl. Probab., 39 (4), 671-699. (Pubitemid 36229228)
    • (2002) Journal of Applied Probability , vol.39 , Issue.4 , pp. 671-699
    • Maulik, K.1    Resnick, S.2    Rootzen, H.3
  • 34
    • 0001075431 scopus 로고
    • Statistical inference using extreme order statistics
    • Pickands, J., (1975), Statistical inference using extreme order statistics, Ann. Stat., 3, 119-131.
    • (1975) Ann. Stat. , vol.3 , pp. 119-131
    • Pickands, J.1
  • 35
    • 84856557910 scopus 로고    scopus 로고
    • An alternative point process framework for modeling multivariate extreme values
    • Ramos, A., and, A. Ledford, (2011), An alternative point process framework for modeling multivariate extreme values, Commun. Stat. Theory Methods, 40 (12), 2205-2224.
    • (2011) Commun. Stat. Theory Methods , vol.40 , Issue.12 , pp. 2205-2224
    • Ramos, A.1    Ledford, A.2
  • 37
    • 84889085067 scopus 로고    scopus 로고
    • Bayesian Dirichlet mixture model for multivariate extremes: A re-parameterization
    • doi: 10.1016/j.csda.2013.04.021
    • Sabourin, A., and, P. Naveau, (2013), Bayesian Dirichlet mixture model for multivariate extremes: A re-parameterization, Comput. Stat. Data Anal., 71, 542-567, doi: 10.1016/j.csda.2013.04.021.
    • (2013) Comput. Stat. Data Anal. , vol.71 , pp. 542-567
    • Sabourin, A.1    Naveau, P.2
  • 38
    • 84859464622 scopus 로고    scopus 로고
    • A review of extreme value threshold estimation and uncertainty quantification
    • Scarrott, C. J., and, A. MacDonald, (2012), A review of extreme value threshold estimation and uncertainty quantification, REVSTAT Stat. J., 10, 33-60.
    • (2012) REVSTAT Stat. J. , vol.10 , pp. 33-60
    • Scarrott, C.J.1    Macdonald, A.2
  • 39
    • 84878972256 scopus 로고    scopus 로고
    • The intrinsic dependence structure of peak, volume, duration, and average intensity of hyetographs and hydrographs
    • Serinaldi, F., and, C. G. Kilsby, (2013), The intrinsic dependence structure of peak, volume, duration, and average intensity of hyetographs and hydrographs, Water Resour. Res., 49, 3423-3442.
    • (2013) Water Resour. Res. , vol.49 , pp. 3423-3442
    • Serinaldi, F.1    Kilsby, C.G.2
  • 40
    • 0036689467 scopus 로고    scopus 로고
    • Dependence between extreme sea surge, river flow and precipitation in eastern Britain
    • DOI 10.1002/joc.794
    • Svensson, C., and, D. A. Jones, (2002), Dependence between extreme sea surge, river flow and precipitation in eastern Britain, Int. J. Climatol., 22 (10), 1149-1168. (Pubitemid 34979585)
    • (2002) International Journal of Climatology , vol.22 , Issue.10 , pp. 1149-1168
    • Svensson, C.1    Jones, D.A.2
  • 41
    • 14344261326 scopus 로고    scopus 로고
    • Dependence between sea surge, river flow and precipitation in south and west Britain
    • Svensson, C., and, D. A. Jones, (2004), Dependence between extreme sea surge, river flow and precipitation in south and west Britain, Hydrol. Earth Syst. Sci., 8 (5), 973-992. (Pubitemid 40294958)
    • (2004) Hydrology and Earth System Sciences , vol.8 , Issue.5 , pp. 973-992
    • Svensson, C.1    Jones, D.A.2
  • 43
    • 0001423124 scopus 로고
    • Bivariate extreme value theory: Models and estimation
    • Tawn, J. A., (1988), Bivariate extreme value theory: Models and estimation, Biometrika, 75 (3), 397-415.
    • (1988) Biometrika , vol.75 , Issue.3 , pp. 397-415
    • Tawn, J.A.1
  • 44
    • 84879901990 scopus 로고    scopus 로고
    • Threshold modeling of extreme spatial rainfall
    • doi: 10.1002/wrcr.20329
    • Thibaud, E., R. Mutzner, and, A. C. Davison, (2013), Threshold modeling of extreme spatial rainfall, Water Resour. Res., 49, 4633-4644, doi: 10.1002/wrcr.20329.
    • (2013) Water Resour. Res. , vol.49 , pp. 4633-4644
    • Thibaud, E.1    Mutzner, R.2    Davison, A.C.3
  • 45
    • 79961027722 scopus 로고    scopus 로고
    • Detection of non-stationarity in precipitation extremes using a max-stable process model
    • Westra, S., and, S. A. Sisson, (2011), Detection of non-stationarity in precipitation extremes using a max-stable process model, J. Hydrol., 406 (1-2), 119-128.
    • (2011) J. Hydrol. , vol.406 , Issue.12 , pp. 119-128
    • Westra, S.1    Sisson, S.A.2
  • 47
    • 84886075415 scopus 로고    scopus 로고
    • Quantifying the dependence between extreme rainfall and storm surge in the coastal zone
    • Zheng, F., S. Westra, and, S. A. Sisson, (2013), Quantifying the dependence between extreme rainfall and storm surge in the coastal zone, J. Hydrol., 505, 172-187.
    • (2013) J. Hydrol. , vol.505 , pp. 172-187
    • Zheng, F.1    Westra, S.2    Sisson, S.A.3


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