메뉴 건너뛰기




Volumn 48, Issue 4, 2012, Pages

Exploratory functional flood frequency analysis and outlier detection

Author keywords

[No Author keywords available]

Indexed keywords

EFFECTIVE PLANNING; EXPLORATORY ANALYSIS; EXTREME EVENTS; FLOOD FREQUENCY ANALYSIS; FLOOD HYDROGRAPHS; FLOOD RISKS; FREQUENCY ANALYSIS; FUNCTIONAL DATA ANALYSIS; FUNCTIONAL DATAS; GRAPHICAL REPRESENTATIONS; HYDROGRAPHS; INFORMATION CONTENTS; MULTIVARIATE APPROACH; OUTLIER DETECTION; QUEBEC , CANADA; RIVER FLOW; TEMPORAL VARIATION; UNIVARIATE;

EID: 84859886984     PISSN: 00431397     EISSN: None     Source Type: Journal    
DOI: 10.1029/2011WR011040     Document Type: Article
Times cited : (73)

References (56)
  • 1
    • 0025473496 scopus 로고
    • Nonparametric flood-frequency analysis with historical information
    • Adamowski, K., and W. Feluch (1990), Nonparametric flood frequency analysis with historical information, J. Hydraul. Eng., 116, 1035-1047. (Pubitemid 247236)
    • (1990) J. Hydraul. Eng. , vol.116 , pp. 1035-1047
    • Adamowski, K.1    Feluch, W.2
  • 4
    • 2042488004 scopus 로고    scopus 로고
    • A stochastic index flow model of flow duration curves
    • doi:10.1029/2003WR002524
    • Castellarin, A., R. Vogel, and A. Brath (2004), A stochastic index flow model of flow duration curves, Water Resour. Res., 40, W03104, doi:10.1029/2003WR002524.
    • (2004) Water Resour. Res. , vol.40
    • Castellarin, A.1    Vogel, R.2    Brath, A.3
  • 5
    • 57249090796 scopus 로고    scopus 로고
    • Depth and homogeneity in regional flood frequency analysis
    • doi:10.1029/2007WR006771
    • Chebana, F., and T. B. M. J. Ouarda (2008), Depth and homogeneity in regional flood frequency analysis, Water Resour. Res., 44, W11422, doi:10.1029/2007WR006771.
    • (2008) Water Resour. Res. , vol.44
    • Chebana, F.1    Ouarda, T.B.M.J.2
  • 6
    • 78851469671 scopus 로고    scopus 로고
    • Multivariate quantiles in hydrological frequency analysis
    • doi:10. 1002/env.1027
    • Chebana, F., and T. B. M. J. Ouarda (2011a), Multivariate quantiles in hydrological frequency analysis, Environmetrics, 22, 63-78, doi:10. 1002/env.1027.
    • (2011) Environmetrics , vol.22 , pp. 63-78
    • Chebana, F.1    Ouarda, T.B.M.J.2
  • 7
    • 79958076660 scopus 로고    scopus 로고
    • Depth-based multivariate descriptive statistics with hydrological applications
    • doi:10.1029/2010JD015338
    • Chebana, F., and T. B. M. J. Ouarda (2011b), Depth-based multivariate descriptive statistics with hydrological applications, J. Geophys. Res., 116, D10120, doi:10.1029/2010JD015338.
    • (2011) J. Geophys. Res. , vol.116
    • Chebana, F.1    Ouarda, T.B.M.J.2
  • 8
    • 84859887178 scopus 로고    scopus 로고
    • Testing for stationarity, homogeneity and trend in multivariate hydrologic time series: A review
    • Eau Terre Environn., Inst. Natl. de la Rech. Sci., Quebec, Quebec, Canada
    • Chebana, F., T. B. M. J. Ouarda, and T. C. Duong (2010), Testing for stationarity, homogeneity and trend in multivariate hydrologic time series: A review, Rep. I-271, 73 pp., Eau Terre Environn., Inst. Natl. de la Rech. Sci., Quebec, Quebec, Canada.
    • (2010) Rep. I-271
    • Chebana, F.1    Ouarda, T.B.M.J.2    Duong, T.C.3
  • 10
    • 0001796220 scopus 로고
    • Review of statistical models for flood frequency estimation
    • edited by V. P. Singh, D. Reidel, Dordrecht, Netherlands
    • Cunnane, C. (1987), Review of statistical models for flood frequency estimation, in Hydrologic Frequency Modeling, edited by V. P. Singh, pp. 49-95, D. Reidel, Dordrecht, Netherlands.
    • (1987) Hydrologic Frequency Modeling , pp. 49-95
    • Cunnane, C.1
  • 12
    • 34247494253 scopus 로고    scopus 로고
    • On the using of modal curves for radar waveforms classification
    • DOI 10.1016/j.csda.2006.07.012, PII S016794730600226X
    • Dabo-Niang, S., F. Ferraty, and P. Vieu (2007), On the using of modal curves for radar waveforms classification, Comput. Stat. Data Anal., 51, 4878-4890. (Pubitemid 46661822)
    • (2007) Computational Statistics and Data Analysis , vol.51 , Issue.10 , pp. 4878-4890
    • Dabo-Niang, S.1    Ferraty, F.2    Vieu, P.3
  • 13
    • 77955050047 scopus 로고    scopus 로고
    • Spatial mode estimation for functional random fields with application to bioturbation problem
    • Dabo-Niang, S., A. F. Yao, L. Pischedda, P. Cuny, and F. Gilbert (2010), Spatial mode estimation for functional random fields with application to bioturbation problem, Stochastic Environ. Res. Risk Assess., 24(4), 487-497.
    • (2010) Stochastic Environ. Res. Risk Assess. , vol.24 , Issue.4 , pp. 487-497
    • Dabo-Niang, S.1    Yao, A.F.2    Pischedda, L.3    Cuny, P.4    Gilbert, F.5
  • 14
    • 70349308590 scopus 로고    scopus 로고
    • Nonparametric depth-based multivariate outlier identifiers, and masking robustness properties
    • Dang, X., and R. Serfling (2010), Nonparametric depth-based multivariate outlier identifiers, and masking robustness properties, J. Stat. Plann. Inference, 140, 198-213.
    • (2010) J. Stat. Plann. Inference , vol.140 , pp. 198-213
    • Dang, X.1    Serfling, R.2
  • 16
    • 70449705240 scopus 로고    scopus 로고
    • Point-wise Kriging for spatial prediction of functional data
    • edited by S. Dabo-Niang and F. Ferraty, Springer, New York
    • Delicado, P., R. Giraldo, and J. Mateu (2008), Point-wise Kriging for spatial prediction of functional data, in Functional and Operatorial Statistics, edited by S. Dabo-Niang and F. Ferraty, pp. 135-141, Springer, New York.
    • (2008) Functional and Operatorial Statistics , pp. 135-141
    • Delicado, P.1    Giraldo, R.2    Mateu, J.3
  • 17
    • 24344494438 scopus 로고    scopus 로고
    • Cross-validation bandwidth matrices for multivariate kernel density estimation
    • DOI 10.1111/j.1467-9469.2005.00445.x
    • Duong, T., and M. L. Hazelton (2005), Cross-validation bandwidth matrices for multivariate kernel density estimation, Scand. J. Stat., 32, 485-506. (Pubitemid 41251539)
    • (2005) Scandinavian Journal of Statistics , vol.32 , Issue.3 , pp. 485-506
    • Duong, T.1    Hazelton, M.L.2
  • 18
    • 36048951072 scopus 로고    scopus 로고
    • A functional analysis of NOx levels: Location and scale estimation and outlier detection
    • Febrero, M., P. Galeano, and W. Gonzalez-Manteiga (2007), A functional analysis of NOx levels: Location and scale estimation and outlier detection, Comput. Stat., 22, 411-427.
    • (2007) Comput. Stat. , vol.22 , pp. 411-427
    • Febrero, M.1    Galeano, P.2    Gonzalez-Manteiga, W.3
  • 19
    • 46849092608 scopus 로고    scopus 로고
    • x levels
    • DOI 10.1002/env.878
    • Febrero, M., P. Galeano, and W. Gonzalez-Manteiga (2008), Outlier detection in functional data by depth measures, with application to identify abnormal NOx levels, Environmetrics, 19, 331-345. (Pubitemid 351954856)
    • (2008) Environmetrics , vol.19 , Issue.4 , pp. 331-345
    • Febrero, M.1    Galeano, P.2    Gonzalez-Manteiga, W.3
  • 21
    • 27944506861 scopus 로고    scopus 로고
    • Conditional quantiles for dependent functional data with application to the climatic El Niño phenomenon
    • Ferraty, F., A. Rabhi, and P. Vieu (2005), Conditional quantiles for functional dependent data with application to the climatic El-NINO phenomenon, Sankhya, 67, 378-398. (Pubitemid 41664256)
    • (2005) Sankhya: The Indian Journal of Statistics , vol.67 , Issue.2 , pp. 378-398
    • Ferraty, F.1    Rabhi, A.2    Vieu, P.3
  • 22
    • 35548978494 scopus 로고    scopus 로고
    • Outlier identification in high dimensions
    • DOI 10.1016/j.csda.2007.05.018, PII S0167947307002204
    • Filzmoser, P., R. Maronna, and M. Werner (2008), Outlier identification in high dimensions, Comput. Stat. Data Anal., 52, 1694-1711. (Pubitemid 350017776)
    • (2008) Computational Statistics and Data Analysis , vol.52 , Issue.3 , pp. 1694-1711
    • Filzmoser, P.1    Maronna, R.2    Werner, M.3
  • 23
    • 0347141868 scopus 로고    scopus 로고
    • Trimmed means for functional data
    • Fraiman, R., and G. Muniz (2001), Trimmed means for functional data, Test, 10, 419-440. (Pubitemid 33684642)
    • (2001) Test , vol.10 , Issue.2 , pp. 419-440
    • Fraiman, R.1    Muniz, G.2
  • 26
    • 0030327833 scopus 로고    scopus 로고
    • Computing and graphing highest density regions
    • Hyndman, R. J. (1996), Computing and graphing highest density regions, Am. Stat., 50, 120-126.
    • (1996) Am. Stat. , vol.50 , pp. 120-126
    • Hyndman, R.J.1
  • 27
    • 77749302275 scopus 로고    scopus 로고
    • Rainbow plots, bagplots and boxplots for functional data
    • Hyndman, R. J., and H. L. Shang (2010), Rainbow plots, bagplots and boxplots for functional data, J. Comput. Graphical Stat., 19, 29-45.
    • (2010) J. Comput. Graphical Stat. , vol.19 , pp. 29-45
    • Hyndman, R.J.1    Shang, H.L.2
  • 28
    • 33750436765 scopus 로고    scopus 로고
    • Robust forecasting of mortality and fertility rates: A functional data approach
    • DOI 10.1016/j.csda.2006.07.028, PII S0167947306002453
    • Hyndman, R. J., and M. S. Ullah (2007), Robust forecasting of mortality and fertility rates: A functional data approach, Comput. Stat. Data Anal., 51, 4942-4956. (Pubitemid 46635887)
    • (2007) Computational Statistics and Data Analysis , vol.51 , Issue.10 , pp. 4942-4956
    • Hyndman, R.J.1    Shahid Ullah, Md.2
  • 29
    • 84887505391 scopus 로고
    • Displaying the important features of large collections of similar curves
    • Jones, M. C., and J. A. Rice (1992), Displaying the important features of large collections of similar curves, Am. Stat., 46, 140-145.
    • (1992) Am. Stat. , vol.46 , pp. 140-145
    • Jones, M.C.1    Rice, J.A.2
  • 30
    • 63149190405 scopus 로고    scopus 로고
    • Identification of hydrological trends in the presence of serial and cross correlations: A review of selected methods and their application to annual flow regimes of Canadian rivers
    • Khaliq, M. N., T. B. M. J. Ouarda, P. Gachon, L. Sushama, and A. St-Hilaire (2009), Identification of hydrological trends in the presence of serial and cross correlations: A review of selected methods and their application to annual flow regimes of Canadian rivers, J. Hydrol., 368, 117-130.
    • (2009) J. Hydrol. , vol.368 , pp. 117-130
    • Khaliq, M.N.1    Ouarda, T.B.M.J.2    Gachon, P.3    Sushama, L.4    St-Hilaire, A.5
  • 32
    • 60249084807 scopus 로고    scopus 로고
    • A spatio-temporal model for Antarctic sea ice formation
    • Koulis, T., M. E. Thompson, and E. LeDrew (2009), A spatio-temporal model for Antarctic sea ice formation, Environmetrics, 20, 68-85.
    • (2009) Environmetrics , vol.20 , pp. 68-85
    • Koulis, T.1    Thompson, M.E.2    LeDrew, E.3
  • 34
    • 0033147626 scopus 로고    scopus 로고
    • Multivariate analysis by data depth: Descriptive statistics, graphics and inference
    • Liu, R. Y., J. M. Parelius, and K. Singh (1999), Multivariate analysis by data depth: Descriptive statistics, graphics and inference, Ann. Stat., 27, 783-858.
    • (1999) Ann. Stat. , vol.27 , pp. 783-858
    • Liu, R.Y.1    Parelius, J.M.2    Singh, K.3
  • 35
    • 77952354497 scopus 로고    scopus 로고
    • A cokriging method for spatial functional data with applications in oceanology
    • edited by S. Dabo-Niang and F. Ferraty, Springer, New York
    • Monestiez, P., and D. Nerini (2008), A cokriging method for spatial functional data with applications in oceanology, in Functional and Operatorial Statistics, edited by S. Dabo-Niang and F. Ferraty, pp. 237-242, Springer, New York.
    • (2008) Functional and Operatorial Statistics , pp. 237-242
    • Monestiez, P.1    Nerini, D.2
  • 36
    • 0031922981 scopus 로고    scopus 로고
    • Effect of trimming on LP III flood quantile estimates
    • Ouarda, T. B. M. J., and F. Ashkar (1998), Effect of trimming on LP III flood quantile estimates, J. Hydrol. Eng., 3, 33-42.
    • (1998) J. Hydrol. Eng. , vol.3 , pp. 33-42
    • Ouarda, T.B.M.J.1    Ashkar, F.2
  • 37
    • 0035842450 scopus 로고    scopus 로고
    • Regional flood frequency estimation with canonical correlation analysis
    • DOI 10.1016/S0022-1694(01)00488-7, PII S0022169401004887
    • Ouarda, T. B. M. J., C. Girard, G. S. Cavadias, and B. Bobée (2001), Regional flood frequency estimation with canonical correlation analysis, J. Hydrol., 254, 157-173. (Pubitemid 33136586)
    • (2001) Journal of Hydrology , vol.254 , Issue.1-4 , pp. 157-173
    • Ouarda, T.B.M.J.1    Girard, C.2    Cavadias, G.S.3    Bobee, B.4
  • 40
    • 0001597980 scopus 로고
    • Estimating the mean and covariance structure nonparametrically when data are curves
    • Rice, J. A., and B. W. Silvermann (1991), Estimating the mean and covariance structure nonparametrically when data are curves, J. R. Stat. Soc., Ser. B, 53, 233-243.
    • (1991) J. R. Stat. Soc., Ser. B , vol.53 , pp. 233-243
    • Rice, J.A.1    Silvermann, B.W.2
  • 41
    • 0033481728 scopus 로고    scopus 로고
    • The bagplot: A bivariate boxplot
    • Rousseeuw, P. J., I. Ruts, and J. W. Tukey (1999), The bagplot: A bivariate boxplot, Am. Stat., 53, 382-387.
    • (1999) Am. Stat. , vol.53 , pp. 382-387
    • Rousseeuw, P.J.1    Ruts, I.2    Tukey, J.W.3
  • 44
    • 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), Copulas in Hydrology
    • Serinaldi, F., and S. Grimaldi (2007), Fully nested 3-copula: Procedure and application on hydrological data, J. Hydrol. Eng., 12, 420-430. (Pubitemid 47023288)
    • (2007) Journal of Hydrologic Engineering , vol.12 , Issue.4 , pp. 420-430
    • Serinaldi, F.1    Grimaldi, S.2
  • 45
    • 0042704874 scopus 로고    scopus 로고
    • Return period of bivariate distributed extreme hydrological events
    • DOI 10.1007/s00477-003-0125-9
    • Shiau, J. T. (2003), Return period of bivariate distributed extreme hydrological events, Stochastic Environ. Res. Risk Assess., 17, 42-57. (Pubitemid 36922606)
    • (2003) Stochastic Environmental Research and Risk Assessment , vol.17 , Issue.1-2 , pp. 42-57
    • Shiau, J.T.1
  • 46
    • 0030537857 scopus 로고    scopus 로고
    • Smoothed functional principal components analysis by choice of norm
    • Silvermann, B. W. (1996), Smoothed functional principal components analysis by choice of norm, Ann. Stat., 24, 1-24.
    • (1996) Ann. Stat. , vol.24 , pp. 1-24
    • Silvermann, B.W.1
  • 47
    • 0037203270 scopus 로고    scopus 로고
    • On the status of flood frequency analysis
    • DOI 10.1002/hyp.5083
    • Singh, V. P., and W. G. Strupczewski (2002), On the status of flood frequency analysis, Hydrol. Processes, 16, 3737-3740. (Pubitemid 36073134)
    • (2002) Hydrological Processes , vol.16 , Issue.18 , pp. 3737-3740
    • Singh, V.P.1    Strupczewski, W.G.2
  • 48
    • 67449114030 scopus 로고    scopus 로고
    • Functional regression: A new model for predicting market penetration of new products
    • Sood, A., G. M. James, and G. J. Tellis (2009), Functional regression: A new model for predicting market penetration of new products, Marketing Sci., 28, 36-51.
    • (2009) Marketing Sci. , vol.28 , pp. 36-51
    • Sood, A.1    James, G.M.2    Tellis, G.J.3
  • 49
    • 0001874255 scopus 로고
    • Frequency analysis of extreme events
    • edited by D. R. Maidment, Chap. 18, McGraw-Hill, New York
    • Stedinger, J. R., R. M. Vogel, and E. Foufoula-Georgiou (1993), Frequency Analysis of Extreme Events, in Handbook of Hydrology, edited by D. R. Maidment, Chap. 18, pp. 18.1-18.66, McGraw-Hill, New York.
    • (1993) Handbook of Hydrology , pp. 181-1866
    • Stedinger, J.R.1    Vogel, R.M.2    Foufoula-Georgiou, E.3
  • 50
    • 0000640338 scopus 로고
    • Mathematics and the picturing of data
    • Vancouver, B. C., 1974, Can. Math. Soc., Ottawa
    • Tukey, J. W. (1975), Mathematics and the picturing of data, in Proceedings of the International Congress of Mathematicians (Vancouver, B. C., 1974), vol. 2, pp. 523-531, Can. Math. Soc., Ottawa.
    • (1975) Proceedings of the International Congress of Mathematicians , vol.2 , pp. 523-531
    • Tukey, J.W.1
  • 52
    • 0033590199 scopus 로고    scopus 로고
    • The Gumbel mixed model for flood frequency analysis
    • DOI 10.1016/S0022-1694(99)00168-7, PII S0022169499001687
    • Yue, S., T. B. M. J. Ouarda, B. Bobée, P. Legendre, and P. Bruneau (1999), The Gumbel mixed model for flood frequency analysis, J. Hydrol., 226, 88-100. (Pubitemid 30028129)
    • (1999) Journal of Hydrology , vol.226 , Issue.1-2 , pp. 88-100
    • Yue, S.1    Ouarda, T.B.M.J.2    Bobee, B.3    Legendre, P.4    Bruneau, P.5
  • 53
    • 0036501560 scopus 로고    scopus 로고
    • Approach for describing statistical properties of flood hydrograph
    • DOI 10.1061/(ASCE)1084-0699(2002)7:2(147)
    • Yue, S., T. B. M. J. Ouarda, B. Bobée, P. Legendre, and P. Bruneau (2002), Approach for describing statistical properties of flood hydrograph, J. Hydrol. Eng., 7(2), 147-153. (Pubitemid 34254140)
    • (2002) Journal of Hydrologic Engineering , vol.7 , Issue.2 , pp. 147-153
    • Yue, S.1    Ouarda, T.B.M.J.2    Bobee, B.3    Legendre, P.4    Bruneau, P.5
  • 54
    • 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., and V. P. Singh (2006), Bivariate flood frequency analysis using the copula method, J. Hydrol. Eng., 11, 150-164. (Pubitemid 43263838)
    • (2006) Journal of Hydrologic Engineering , vol.11 , Issue.2 , pp. 150-164
    • Zhang, L.1    Singh, V.P.2
  • 55
    • 34347401002 scopus 로고    scopus 로고
    • Trivariate flood frequency analysis using the Gumbel-Hougaard copula
    • DOI 10.1061/(ASCE)1084-0699(2007)12:4(431), Copulas in Hydrology
    • Zhang, L., and V. P. Singh (2007), Trivariate flood frequency analysis using the Gumbel-Hougaard copula, J. Hydrol. Eng., 12, 431-439. (Pubitemid 47023289)
    • (2007) Journal of Hydrologic Engineering , vol.12 , Issue.4 , pp. 431-439
    • Zhang, L.1    Singh, V.P.2
  • 56
    • 0034347419 scopus 로고    scopus 로고
    • General notions of statistical depth function
    • Zuo, Y., and R. Serfling (2000), General notions of statistical depth function, Ann. Stat., 28, 461-482.
    • (2000) Ann. Stat. , vol.28 , pp. 461-482
    • Zuo, Y.1    Serfling, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.