메뉴 건너뛰기




Volumn 340, Issue 1-2, 2007, Pages 25-39

Fitting a multisite daily rainfall model to New Zealand data

Author keywords

EM Algorithm; Hidden Markov model; Maximum likelihood; Multisite daily precipitation; New Zealand rainfall data; Wilks model

Indexed keywords

ALGORITHMS; MARKOV PROCESSES; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD; OPTIMIZATION; PARAMETER ESTIMATION;

EID: 34249883548     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2007.03.020     Document Type: Article
Times cited : (36)

References (22)
  • 1
    • 0034656555 scopus 로고    scopus 로고
    • A hidden Markov model for downscaling synoptic atmospheric patterns to precipitation amounts
    • Bellone E., Hughes J.P., and Guttorp P. A hidden Markov model for downscaling synoptic atmospheric patterns to precipitation amounts. Climate Res. 15 (2000) 1-12
    • (2000) Climate Res. , vol.15 , pp. 1-12
    • Bellone, E.1    Hughes, J.P.2    Guttorp, P.3
  • 2
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • Dempster A.P., Laird N.M., and Rubin D.B. Maximum likelihood from incomplete data via the EM algorithm. J. Roy. Stat. Soc. B 39 (1977) 1-38
    • (1977) J. Roy. Stat. Soc. B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 4
    • 0042700567 scopus 로고
    • A class of stochastic models for relating synoptic atmospheric patterns to regional hydrologic phenomena
    • Hughes J.P., and Guttorp P. A class of stochastic models for relating synoptic atmospheric patterns to regional hydrologic phenomena. Water Resourc. Res. 27 (1994) 493-501
    • (1994) Water Resourc. Res. , vol.27 , pp. 493-501
    • Hughes, J.P.1    Guttorp, P.2
  • 5
    • 0003117407 scopus 로고
    • An application of chain-dependent processes to meteorology
    • Katz R.W. An application of chain-dependent processes to meteorology. J. Appl. Meteorol. 14 (1977) 598-603
    • (1977) J. Appl. Meteorol. , vol.14 , pp. 598-603
    • Katz, R.W.1
  • 6
    • 0030405735 scopus 로고    scopus 로고
    • Mixtures of stochastic processes: application to statistical downscaling
    • Katz R.W., and Parlange M.B. Mixtures of stochastic processes: application to statistical downscaling. Climate Res. 7 (1996) 185-193
    • (1996) Climate Res. , vol.7 , pp. 185-193
    • Katz, R.W.1    Parlange, M.B.2
  • 7
    • 0033172666 scopus 로고    scopus 로고
    • Mixture models for overdispersion of precipitation
    • Katz R.W., and Zheng X. Mixture models for overdispersion of precipitation. J. Climate 12 (1999) 2528-2537
    • (1999) J. Climate , vol.12 , pp. 2528-2537
    • Katz, R.W.1    Zheng, X.2
  • 8
    • 34249889454 scopus 로고    scopus 로고
    • Mullan, A.B., Thompson, C.S., Woods, R.A., 2003. Future climate and river flow scenarios: Oreti River catchment rainfall/runoff analysis. NIWA Client Report CHC2003-019, 42 pp, March 2003.
  • 10
    • 0036737018 scopus 로고    scopus 로고
    • Multisite stochastic weather models for impact studies
    • Qian B., Corte-Real J., and Xu H. Multisite stochastic weather models for impact studies. Int. J. Climatol. 22 (2002) 1377-1397
    • (2002) Int. J. Climatol. , vol.22 , pp. 1377-1397
    • Qian, B.1    Corte-Real, J.2    Xu, H.3
  • 11
    • 0019353887 scopus 로고
    • Stochastic simulation of daily precipitation, temperature and solar radiation
    • Richardson C.M. Stochastic simulation of daily precipitation, temperature and solar radiation. Water Resourc. Res. 17 (1981) 182-190
    • (1981) Water Resourc. Res. , vol.17 , pp. 182-190
    • Richardson, C.M.1
  • 12
    • 0004875316 scopus 로고
    • The climate and weather of Canterbury (including Aorangi)
    • 66 pp
    • Ryan A.P. The climate and weather of Canterbury (including Aorangi). NZ Met. Serv., Misc. Publ. 115 17 (1987) 66 pp
    • (1987) NZ Met. Serv., Misc. Publ. , vol.115 , Issue.17
    • Ryan, A.P.1
  • 13
    • 1642431381 scopus 로고    scopus 로고
    • Fitting hidden semi-Markov models to breakpoint rainfall data
    • Sansom J., and Thomson P.J. Fitting hidden semi-Markov models to breakpoint rainfall data. J. Appl. Probab. 38A (2001) 152-167
    • (2001) J. Appl. Probab. , vol.38 A , pp. 152-167
    • Sansom, J.1    Thomson, P.J.2
  • 14
    • 0035698908 scopus 로고    scopus 로고
    • Stochastic generation of annual, monthly and daily climate data: a review
    • Srikanthan R., and McMahon T.A. Stochastic generation of annual, monthly and daily climate data: a review. Hydrol. Earth Syst. Sci. 5 (2001) 653-670
    • (2001) Hydrol. Earth Syst. Sci. , vol.5 , pp. 653-670
    • Srikanthan, R.1    McMahon, T.A.2
  • 15
    • 34249905762 scopus 로고    scopus 로고
    • Thompson, C.S., Mullan, A.B., 2001. Implementing Wilks' multi-site weather generator from the scientific literature. In: Meteorological Society of New Zealand Conference on Communicating Meteorology, Wellington, November 2001.
  • 16
    • 27744478884 scopus 로고    scopus 로고
    • Comparing the rainfall-producing models in stochastic weather generators
    • Thompson C.S., and Mullan A.B. Comparing the rainfall-producing models in stochastic weather generators. Weather Climate 21 (2002) 35-46
    • (2002) Weather Climate , vol.21 , pp. 35-46
    • Thompson, C.S.1    Mullan, A.B.2
  • 17
    • 34249880677 scopus 로고    scopus 로고
    • Thompson, C.S., Thomson, P.J., Zheng X., 2006. A multisite rainfall generation model applied to New Zealand data. NIWA Technical Report 128, 52 pp.
  • 18
    • 0028976941 scopus 로고
    • An assessment of the weather generator (WXGEN) used in the erosion/productivity impact calculator (EPIC)
    • Wallis T.W.R., and Griffiths J.F. An assessment of the weather generator (WXGEN) used in the erosion/productivity impact calculator (EPIC). Agri. Forest Meteorol. 73 (1995) 115-133
    • (1995) Agri. Forest Meteorol. , vol.73 , pp. 115-133
    • Wallis, T.W.R.1    Griffiths, J.F.2
  • 19
    • 0032170226 scopus 로고    scopus 로고
    • Multisite generalization of a daily stochastic precipitation generation model
    • Wilks D.S. Multisite generalization of a daily stochastic precipitation generation model. J. Hydrol. 210 (1998) 178-191
    • (1998) J. Hydrol. , vol.210 , pp. 178-191
    • Wilks, D.S.1
  • 20
    • 0033618903 scopus 로고    scopus 로고
    • Simultaneous stochastic simulation of daily precipitation, temperature and solar radiation at multiple sites in complex terrain
    • Wilks D.S. Simultaneous stochastic simulation of daily precipitation, temperature and solar radiation at multiple sites in complex terrain. Agri. Forest Meteorol. 96 (1999) 85-101
    • (1999) Agri. Forest Meteorol. , vol.96 , pp. 85-101
    • Wilks, D.S.1
  • 21
    • 0033429287 scopus 로고    scopus 로고
    • The weather generation game: a review of stochastic weather models
    • Wilks D.S., and Wilby R.L. The weather generation game: a review of stochastic weather models. Progr. Phys. Geogr. 23 (1999) 329-357
    • (1999) Progr. Phys. Geogr. , vol.23 , pp. 329-357
    • Wilks, D.S.1    Wilby, R.L.2
  • 22
    • 0026295989 scopus 로고
    • A hidden Markov model for space-time precipitation
    • Zucchini W., and Guttorp P. A hidden Markov model for space-time precipitation. Water Resourc. Res. 27 (1991) 1917-1923
    • (1991) Water Resourc. Res. , vol.27 , pp. 1917-1923
    • Zucchini, W.1    Guttorp, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.