메뉴 건너뛰기




Volumn 45, Issue 12, 2009, Pages

Modeling of daily precipitation at multiple locations using a mixture of distributions to characterize the extremes

Author keywords

[No Author keywords available]

Indexed keywords

ANNUAL MAXIMA; CATCHMENT SCALE; COVARIANCE STRUCTURES; DAILY RAINFALL; EASTERN GERMANY; EXTREME VALUE DISTRIBUTIONS; INTEGRAL TRANSFORMATIONS; MIXTURE MODEL; MIXTURE OF DISTRIBUTIONS; MULTIVARIATE AUTOREGRESSIVE MODELS; PROBABILITY OF OCCURRENCE; SEASONAL CYCLE; STATISTICAL FEATURES; STOCHASTIC BEHAVIOR; TEMPORAL AND SPATIAL CORRELATION; TOTAL PRECIPITATION;

EID: 77953985880     PISSN: 00431397     EISSN: None     Source Type: Journal    
DOI: 10.1029/2008WR007453     Document Type: Article
Times cited : (73)

References (38)
  • 1
    • 66049156984 scopus 로고    scopus 로고
    • Space-time modelling of precipitation by using a hidden Markov model and censored Gaussian distributions
    • doi:10.1111/j.1467-9876.2008.00654.x
    • Ailliot, P., C. Thompson, and P. Thomson (2009), Space-time modelling of precipitation by using a hidden Markov model and censored Gaussian distributions, J. R. Stat. Soc., Ser. C, 58, 405-426, doi:10.1111/j.1467-9876. 2008.00654.x.
    • (2009) J. R. Stat. Soc., Ser. C , vol.58 , pp. 405-426
    • Ailliot, P.1    Thompson, C.2    Thomson, P.3
  • 2
    • 0027101552 scopus 로고
    • Space-time model for daily rainfall using atmospheric circulation patterns
    • DOI 10.1029/91WR02589
    • Bárdossy, A., and E. Plate (1992), Space-time model for daily rainfall using atmospheric circulation patterns, Water Resour. Res., 28, 1247-1259, doi:10.1029/91WR02589. (Pubitemid 23372119)
    • (1992) Water Resources Research , vol.28 , Issue.5 , pp. 1247-1259
    • Bardossy, A.1    Plate, E.J.2
  • 3
    • 0032432719 scopus 로고    scopus 로고
    • Simulation of extreme precipitation in the Rhine basin by nearest-neighbour resampling
    • Brandsma, T., and T. A. Buishand (1998), Simulation of extreme precipitation in the Rhine basin by nearest neighbour resampling, Hydrol. Earth Syst. Sci., 2, 195-209. (Pubitemid 29184471)
    • (1998) Hydrology and Earth System Sciences , vol.2 , Issue.2-3 , pp. 195-209
    • Brandsma, T.1    Buishand, T.A.2
  • 5
    • 0017935527 scopus 로고
    • Some remarks on the use of daily rainfall models
    • Buishand, T. A. (1978), Some remarks on the use of daily rainfall models, J. Hydrol., 36, 295-308, doi:10.1016/0022-1694(78)90150-6. (Pubitemid 8583225)
    • (1978) Journal of Hydrology , vol.36 , Issue.3-4 , pp. 295-308
    • Buishand, T.A.1
  • 6
    • 0034777088 scopus 로고    scopus 로고
    • Multisite simulation of daily precipitation and temperature in the Rhine basin by nearest-neighbor resampling
    • DOI 10.1029/2001WR000291
    • Buishand, T. A., and T. Brandsma (2001), Multisite simulation of daily precipitation and temperature in the Rhine basin by nearest-neighbour resampling, Water Resour. Res., 37, 2761-2776, doi:10.1029/2001WR000291. (Pubitemid 32996669)
    • (2001) Water Resources Research , vol.37 , Issue.11 , pp. 2761-2776
    • Buishand, T.A.1    Brandsma, T.2
  • 7
    • 0036822608 scopus 로고    scopus 로고
    • Analysis of rainfall variability using generalized linear models: A case study from the west of Ireland
    • doi:10.1029/2001WR000906
    • Chandler, R., and H. S. Wheater (2002), Analysis of rainfall variability using generalized linear models: A case study from the west of Ireland, Water Resour. Res., 38(10), 1192, doi:10.1029/2001WR000906.
    • (2002) Water Resour. Res. , vol.38 , Issue.10 , pp. 1192
    • Chandler, R.1    Wheater, H.S.2
  • 9
    • 36649016989 scopus 로고    scopus 로고
    • A dynamic mixture model for unsupervised tail estimation without threshold selection
    • doi:10.1023/A:1024072610684
    • Frigessi, A., O. Haug, and H. Rue (2002), A dynamic mixture model for unsupervised tail estimation without threshold selection, Extremes, 5, 219-235, doi:10.1023/A:1024072610684.
    • (2002) Extremes , vol.5 , pp. 219-235
    • Frigessi, A.1    Haug, O.2    Rue, H.3
  • 10
    • 37549047851 scopus 로고    scopus 로고
    • Generalized linear modeling approach to stochastic weather generators
    • Furrer, E. M., and R. W. Katz (2007), Generalized linear modeling approach to stochastic weather generators, Clim. Res., 34, 129-144, doi:10.3354/cr034129. (Pubitemid 351728310)
    • (2007) Climate Research , vol.34 , Issue.2 , pp. 129-144
    • Furrer, E.M.1    Katz, R.W.2
  • 11
    • 59649107992 scopus 로고    scopus 로고
    • Improving the simulation of extreme precipitation events by stochastic weather generators
    • doi:10.1029/2008WR007316
    • Furrer, E. M., and R. W. Katz (2008), Improving the simulation of extreme precipitation events by stochastic weather generators, Water Resour. Res., 44, W12439, doi:10.1029/2008WR007316.
    • (2008) Water Resour. Res. , vol.44
    • Furrer, E.M.1    Katz, R.W.2
  • 12
    • 0016962626 scopus 로고
    • A Markov chain model of daily rainfall
    • doi:10.1029/WR012i003p00443
    • Haan, C. T., D. M. Allen, and J. O. Street (1976), A Markov chain model of daily rainfall, Water Resour. Res., 12, 443-449, doi:10.1029/WR012i003p00443.
    • (1976) Water Resour. Res. , vol.12 , pp. 443-449
    • Haan, C.T.1    Allen, D.M.2    Street, J.O.3
  • 13
    • 0000310360 scopus 로고
    • L-moments: Analysis and estimation of distributions using linear combinations of order statistics
    • Hosking, J. R. M. (1990), L-moments: Analysis and estimation of distributions using linear combinations of order statistics, J. R. Stat. Soc., Ser. A, 52, 105-124.
    • (1990) J. R. Stat. Soc., Ser. A , vol.52 , pp. 105-124
    • Hosking, J.R.M.1
  • 14
    • 84869749839 scopus 로고
    • Moments or L-moments? An example comparing the two measures of distributional shape
    • doi:10.2307/2685210
    • Hosking, J. R. M. (1992), Moments or L-moments? An example comparing the two measures of distributional shape, Am. Stat., 46, 186 - 189, doi:10.2307/2685210.
    • (1992) Am. Stat. , vol.46 , pp. 186-189
    • Hosking, J.R.M.1
  • 15
    • 42949167233 scopus 로고    scopus 로고
    • doi:10.1002/joc.1563
    • Int. J. Climatol., 28, 589-610, doi:10.1002/joc.1563.
    • Int. J. Climatol. , vol.28 , pp. 589-610
  • 16
    • 0028808917 scopus 로고
    • Stochastic space-time weather models from ground based data
    • doi:10.1016/0168-1923(94)05077-J
    • Hutchinson, M. F. (1995), Stochastic space-time weather models from ground based data, Agric. For. Meteorol., 73, 237-264, doi:10.1016/0168-1923(94) 05077-J.
    • (1995) Agric. For. Meteorol. , vol.73 , pp. 237-264
    • Hutchinson, M.F.1
  • 17
    • 0000903839 scopus 로고
    • Precipitation as a chain-dependent process
    • doi:10.1175/1520-0450(1977)016〈0671:PAACDP〉2.0.CO;2
    • Katz, R. W. (1977), Precipitation as a chain-dependent process, J. Appl. Meteorol., 16, 671-676, doi:10.1175/1520-0450(1977)0162.0.CO;2.
    • (1977) J. Appl. Meteorol. , vol.16 , pp. 671-676
    • Katz, R.W.1
  • 18
    • 0029663871 scopus 로고    scopus 로고
    • A nearest neighbor bootstrap for resampling hydrologic time series
    • DOI 10.1029/95WR02966
    • Lall, U., and A. Sharma (1996), A nearest neighbour bootstrap for resampling hydrologic time series, Water Resour. Res., 32, 679-693, doi:10.1029/95WR02966. (Pubitemid 26351903)
    • (1996) Water Resources Research , vol.32 , Issue.3 , pp. 679-693
    • Lall, U.1    Sharma, A.2
  • 19
    • 28544443645 scopus 로고    scopus 로고
    • Estimation of extreme floods of the River Meuse using a stochastic weather generator and a rainfall-runoff model
    • DOI 10.1623/hysj.2005.50.6.1089
    • Leander, R., A. Buishand, P. Aalders, and M. de Wit (2005), Estimation of extreme floods of the River Meuse using a stochastic weather generator and a rainfall-runoff model, Hydrol. Sci. J., 50, 1089-1103, doi:10.1623/hysj.2005.50. 6.1089. (Pubitemid 41742660)
    • (2005) Hydrological Sciences Journal , vol.50 , Issue.6 , pp. 1089-1104
    • Leander, R.1    Buishand, A.2    Aalders, P.3    De Wit, M.4
  • 21
    • 54849409199 scopus 로고    scopus 로고
    • Performance of stochastic weather generators LARS-WG and AAFC-WG for reproducing daily extremes of diverse Canadian climates
    • doi:10.3354/cr00755
    • Qian, B., S. Gameda, and H. Hayhoe (2008), Performance of stochastic weather generators LARS-WG and AAFC-WG for reproducing daily extremes of diverse Canadian climates, Clim. Res., 37, 17-33, doi:10.3354/cr00755.
    • (2008) Clim. Res. , vol.37 , pp. 17-33
    • Qian, B.1    Gameda, S.2    Hayhoe, H.3
  • 22
    • 0032848078 scopus 로고    scopus 로고
    • A k-nearest-neighbor simulator for daily precipitation and other weather variables
    • DOI 10.1029/1999WR900028
    • Rajagopalan, B., and U. Lall (1999), A k-nearest-neighbour simulator for daily precipitation and other weather variables, Water Resour. Res., 35, 3089-3101, doi:10.1029/1999WR900028. (Pubitemid 29461972)
    • (1999) Water Resources Research , vol.35 , Issue.10 , pp. 3089-3101
    • Rajagopalan, B.1    Lall, U.2
  • 23
    • 0019353887 scopus 로고
    • Stochastic simulation of daily precipitation, temperature, and solar radiation
    • Richardson, C. W. (1981), Stochastic simulation of daily precipitation, temperature, and solar radiation, Water Resour. Res., 17, 182-190, doi:10.1029/WR017i001p00182. (Pubitemid 11271251)
    • (1981) Water Resources Research , vol.17 , Issue.1 , pp. 182-190
    • Richardson, C.W.1
  • 25
    • 0020330455 scopus 로고
    • Stochastic daily precipitation models: 1. A comparison of occurrence processes
    • Roldan, J., and D. A. Woolhiser (1982), Stochastic daily precipitation models: 1. A comparison of occurrence processes, Water Resour. Res., 18, 1451-1459, doi:10.1029/WR018i005p01451. (Pubitemid 14255455)
    • (1982) Water Resources Research , vol.18 , Issue.5 , pp. 1451-1459
    • Roldan, J.1    Woolhiser, D.A.2
  • 26
    • 44249118626 scopus 로고    scopus 로고
    • Simulation of extreme weather events by a stochastic weather generator
    • DOI 10.3354/cr00731
    • Semenov, M. A. (2008), Simulation of extreme weather events by a stochastic weather generator, Clim. Res., 35, 203-212, doi:10.3354/cr00731. (Pubitemid 351721161)
    • (2008) Climate Research , vol.35 , Issue.3 , pp. 203-212
    • Semenov, M.A.1
  • 27
    • 0037081583 scopus 로고    scopus 로고
    • Multivariate stochastic downscaling model for generating daily precipitation series based on atmospheric circulation
    • DOI 10.1016/S0022-1694(01)00529-7, PII S0022169401005297
    • Stehlík, J., and A. Bárdossy (2002), Multivariate stochastic downscaling model for generating daily precipitation series based on atmospheric circulation, J. Hydrol., 256(1 - 2), 120-141, doi:10.1016/S0022- 1694(01)00529-7. (Pubitemid 34134668)
    • (2002) Journal of Hydrology , vol.256 , Issue.1-2 , pp. 120-141
    • Stehlik, J.1    Bardossy, A.2
  • 28
    • 0002066069 scopus 로고
    • A model fitting analysis of daily rainfall data
    • doi:10.2307/2981736
    • Stern, R. D., and R. Coe (1984), A model fitting analysis of daily rainfall data, J. R. Stat. Soc., Ser. A, 147, 1-34, doi:10.2307/2981736.
    • (1984) J. R. Stat. Soc., Ser. A , vol.147 , pp. 1-34
    • Stern, R.D.1    Coe, R.2
  • 29
    • 34249883548 scopus 로고    scopus 로고
    • Fitting a multisite daily rainfall model to New Zealand data
    • DOI 10.1016/j.jhydrol.2007.03.020, PII S0022169407002016
    • Thompson, C. S., P. J. Thomson, and X. Zheng (2007), Fitting a multisite daily rainfall model to New Zealand data, J. Hydrol., 340, 25-39, doi:10.1016/j.jhydrol.2007.03.020. (Pubitemid 46874463)
    • (2007) Journal of Hydrology , vol.340 , Issue.1-2 , pp. 25-39
    • Thompson, C.S.1    Thomson, P.J.2    Zheng, X.3
  • 30
    • 0003073647 scopus 로고
    • A stochastic model of n-day precipitation
    • doi:10.1175/1520-0450(1975)014〈0017:ASMODP〉2.0.CO;2
    • Todorovic, P., and D. A. Woolhiser (1975), A stochastic model of n-day precipitation, J. Appl. Meteorol., 14, 17-24, doi:10.1175/1520-0450(1975) 014〈0017:ASMODP〉2.0.CO;2.
    • (1975) J. Appl. Meteorol. , vol.14 , pp. 17-24
    • Todorovic, P.1    Woolhiser, D.A.2
  • 31
    • 34547330866 scopus 로고    scopus 로고
    • Stochastic downscaling of precipitation: From dry events to heavy rainfalls
    • DOI 10.1029/2006WR005308
    • Vrac, M., and P. Naveau (2007), Stochastic downscaling of precipitation: From dry events to heavy rainfalls, Water Resour. Res., 43, W07402, doi:10.1029/2006WR005308. (Pubitemid 350194457)
    • (2007) Water Resources Research , vol.43 , Issue.7
    • Vrac, M.1    Naveau, P.2
  • 32
    • 0024783205 scopus 로고
    • Conditioning stochastic daily precipitation models on total monthly precipitation
    • Wilks, D. S. (1989), Conditioning stochastic daily precipitation models on total monthly precipitation, Water Resour. Res., 25, 1429-1439, doi:10.1029/WR025i006p01429. (Pubitemid 20397908)
    • (1989) Water Resources Research , vol.25 , Issue.6 , pp. 1429-1439
    • Wilks, D.S.1
  • 33
    • 0032170226 scopus 로고    scopus 로고
    • Multisite generalization of a daily stochastic precipitation generation model
    • DOI 10.1016/S0022-1694(98)00186-3, PII S0022169498001863
    • Wilks, D. S. (1998), Multisite generalization of a daily stochastic precipitation generation model, J. Hydrol., 210, 178-191, doi:10.1016/S0022- 1694(98)00186-3. (Pubitemid 28504056)
    • (1998) Journal of Hydrology , vol.210 , Issue.1-4 , pp. 178-191
    • Wilks, D.S.1
  • 34
    • 0033548551 scopus 로고    scopus 로고
    • Interannual variability and extreme-value characteristics of several stochastic daily precipitation models
    • DOI 10.1016/S0168-1923(98)00125-7, PII S0168192398001257
    • Wilks, D. S. (1999), Interannual variability and extreme-value characteristics of several stochastic daily precipitation models, Agric. For. Meteorol., 93, 153-169, doi:10.1016/S0168-1923(98)00125-7. (Pubitemid 29139044)
    • (1999) Agricultural and Forest Meteorology , vol.93 , Issue.3 , pp. 153-169
    • Wilks, D.S.1
  • 35
    • 0026465239 scopus 로고
    • A hierarchical stochastic model of large-scale atmospheric circulation patterns and multiple station daily precipitation
    • Wilson, L. L., D. P. Lettenmaier, and E. Skyllingstad (1992), A hierarchical stochastic model of large-scale atmospheric circulation patterns and multiple station daily precipitation, J. Geophys. Res., 97, 2791-2809.
    • (1992) J. Geophys. Res. , vol.97 , pp. 2791-2809
    • Wilson, L.L.1    Lettenmaier, D.P.2    Skyllingstad, E.3
  • 36
    • 0002891227 scopus 로고
    • Modeling daily precipitation-Progress and problems
    • edited by A. T. Walden and P. Guttorp, John Wiley, New York
    • Woolhiser, D. A. (1992), Modeling daily precipitation-Progress and problems, in Statistics in the Environmental and Earth Sciences, edited by A. T. Walden and P. Guttorp, pp. 71- 89, John Wiley, New York.
    • (1992) Statistics in the Environmental and Earth Sciences , pp. 71-89
    • Woolhiser, D.A.1
  • 37
    • 0020330449 scopus 로고
    • Stochastic daily precipitation models: 2. A comparison of distributions of amounts
    • Woolhiser, D. A., and J. Roldan (1982), Stochastic daily precipitation models: 2. A comparison of distribution amounts, Water Resour. Res., 18, 1461-1468, doi:10.1029/WR018i005p01461. (Pubitemid 14255456)
    • (1982) Water Resources Research , vol.18 , Issue.5 , pp. 1461-1468
    • Woolhiser, D.A.1    Roldan, J.2
  • 38
    • 29944443516 scopus 로고    scopus 로고
    • Spatial-temporal rainfall simulation using generalized linear models
    • DOI 10.1029/2004WR003739, W11415
    • Yang, C., R. E. Chandler, V. S. Isham, and H. S. Wheater (2005), Spatialtemporal rainfall simulation using generalized linear models, Water Resour. Res., 41, W11415, doi:10.1029/2004WR003739. (Pubitemid 43041784)
    • (2005) Water Resources Research , vol.41 , Issue.11 , pp. 1-13
    • Yang, C.1    Chandler, R.E.2    Isham, V.S.3    Wheater, H.S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.