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Volumn 11, Issue 1, 1998, Pages 42-53

A hidden Markov model for rainfall using breakpoint data

Author keywords

[No Author keywords available]

Indexed keywords

BREAKPOINT DATA; MARKOV MODEL; PLUVIOGRAPH; RAINFALL;

EID: 0031748570     PISSN: 08948755     EISSN: None     Source Type: Journal    
DOI: 10.1175/1520-0442(1998)011<0042:AHMMFR>2.0.CO;2     Document Type: Article
Times cited : (30)

References (42)
  • 1
    • 11744266889 scopus 로고
    • Extreme value analysis of stochastic models of point rainfall
    • Baltimore, MD, IAHS
    • Bacchi, B., P. Burlando, and R. Rosso, 1989: Extreme value analysis of stochastic models of point rainfall. Third Scientific Assembly of IAHS, Baltimore, MD, IAHS.
    • (1989) Third Scientific Assembly of IAHS
    • Bacchi, B.1    Burlando, P.2    Rosso, R.3
  • 2
    • 0009869829 scopus 로고
    • Breakpoint representation of rainfall
    • Barring, L., 1992: Comments on "Breakpoint representation of rainfall." J. Appl. Meteor., 31, 1520-1524.
    • (1992) J. Appl. Meteor. , vol.31 , pp. 1520-1524
    • Barring, L.1
  • 3
    • 0000729652 scopus 로고    scopus 로고
    • Inference in hidden Markov models I: Local asymptotic normality in the stationary case
    • Bickel, P. J., and Y. Ritov, 1996: Inference in hidden Markov models I: Local asymptotic normality in the stationary case. Bernoulli, 2, 199-228.
    • (1996) Bernoulli , vol.2 , pp. 199-228
    • Bickel, P.J.1    Ritov, Y.2
  • 4
    • 0023698597 scopus 로고
    • Factors affecting the identification of independent rainstorm events
    • Bonta, J. V., and A. R. Rao, 1988: Factors affecting the identification of independent rainstorm events. J. Hydrol., 98, 275-293.
    • (1988) J. Hydrol. , vol.98 , pp. 275-293
    • Bonta, J.V.1    Rao, A.R.2
  • 5
    • 0001927712 scopus 로고
    • Stochastic models of temporal rainfall: Reproducibility, estimation and prediction of extreme events
    • J. B. Marco, Ed., Kluwer Academic
    • Burlando, p., and R. Rosso, 1993: Stochastic models of temporal rainfall: Reproducibility, estimation and prediction of extreme events. Stochastic Hydrology and Its Use in Water Resources Systems Simulation and Optimization, J. B. Marco, Ed., Kluwer Academic, 137-173.
    • (1993) Stochastic Hydrology and Its Use in Water Resources Systems Simulation and Optimization , pp. 137-173
    • Burlando, P.1    Rosso, R.2
  • 7
  • 8
    • 0000199783 scopus 로고
    • Simulation of a rainfall record for a new site of a new agricultural development: An example from northern Syria
    • Dennett, M. D., J. A. Rodgers, and J. D. H. Keatinge, 1983: Simulation of a rainfall record for a new site of a new agricultural development: An example from northern Syria. Agric. Meteor., 29, 247-258.
    • (1983) Agric. Meteor. , vol.29 , pp. 247-258
    • Dennett, M.D.1    Rodgers, J.A.2    Keatinge, J.D.H.3
  • 9
    • 44649083844 scopus 로고
    • Dynmics of flood frequency
    • Eagleson, P. S., 1972: Dynmics of flood frequency. Water Resour. Res., 8, 878-898.
    • (1972) Water Resour. Res. , vol.8 , pp. 878-898
    • Eagleson, P.S.1
  • 10
    • 78449276408 scopus 로고
    • A Markov chain model for daily rainfall occurrence at Tel Aviv
    • Gabriel, K. R., and J. Neumann, 1962: A Markov chain model for daily rainfall occurrence at Tel Aviv. Quart. J. Roy. Meteor. Soc., 88, 90-95.
    • (1962) Quart. J. Roy. Meteor. Soc. , vol.88 , pp. 90-95
    • Gabriel, K.R.1    Neumann, J.2
  • 11
    • 0001709630 scopus 로고
    • A model for rainfall occurrence
    • Green, J. R., 1964: A model for rainfall occurrence. J. Roy. Stat. Soc., Ser. B. 26, 345-353.
    • (1964) J. Roy. Stat. Soc., Ser. B. , vol.26 , pp. 345-353
    • Green, J.R.1
  • 12
    • 0022164955 scopus 로고
    • Daily rainfall probabilities: Conditional on prior occurrence and amount of rain
    • Guzman, A. G., and W. C. Torrez, 1985: Daily rainfall probabilities: Conditional on prior occurrence and amount of rain. J. Climate Appl. Meteor., 24, 1009-1014.
    • (1985) J. Climate Appl. Meteor. , vol.24 , pp. 1009-1014
    • Guzman, A.G.1    Torrez, W.C.2
  • 13
  • 14
    • 0025573399 scopus 로고
    • A point rainfall model based on a three-state continuous Markov occurrence process
    • Hutchinson, M. F., 1990: A point rainfall model based on a three-state continuous Markov occurrence process. J. Hydrol., 114, 125-148.
    • (1990) J. Hydrol. , vol.114 , pp. 125-148
    • Hutchinson, M.F.1
  • 15
    • 85034286310 scopus 로고
    • Climatic analysis in data sparse regions
    • R. C. Muchow and J. A. Bellamy, Eds., CAB International
    • _, 1991: Climatic analysis in data sparse regions. Climatic Risk in Crop Production, R. C. Muchow and J. A. Bellamy, Eds., CAB International, 55-71.
    • (1991) Climatic Risk in Crop Production , pp. 55-71
  • 16
    • 0028808917 scopus 로고
    • Stochastic space-time weather models from ground-based data
    • _, 1995: Stochastic space-time weather models from ground-based data. Agric. Forest Meteor., 73, 237-264.
    • (1995) Agric. Forest Meteor. , vol.73 , pp. 237-264
  • 17
    • 0027152958 scopus 로고
    • Normalization of rainfall across different time steps
    • Park City. UT, Irrigation and Drainage Division, ASCE, U.S. Dept. of Agriculture
    • _, C. W. Richardson, and P. T. Dyke, 1993: Normalization of rainfall across different time steps. Management of Irrigation and Drainage Systems. Park City. UT, Irrigation and Drainage Division, ASCE, U.S. Dept. of Agriculture, 432-499.
    • (1993) Management of Irrigation and Drainage Systems , pp. 432-499
    • Richardson, C.W.1    Dyke, P.T.2
  • 18
    • 0000096333 scopus 로고
    • Raindrop size distribution and sampling size errors
    • Joss, J., and A. Waldvogl, 1969: Raindrop size distribution and sampling size errors. J. Atmos. Sci., 26, 566-569.
    • (1969) J. Atmos. Sci. , vol.26 , pp. 566-569
    • Joss, J.1    Waldvogl, A.2
  • 19
    • 0000903839 scopus 로고
    • Precipitation as a chain dependent process
    • Katz, R. W., 1977: Precipitation as a chain dependent process. J. Appl. Meteor., 16, 671-676.
    • (1977) J. Appl. Meteor. , vol.16 , pp. 671-676
    • Katz, R.W.1
  • 21
    • 0001572082 scopus 로고
    • Maximum-likelihood estimation for hidden Markov, models
    • Leroux, B. G., 1992: Maximum-likelihood estimation for hidden Markov, models. Stochastic Processes and their Applications, 40, 127-143.
    • (1992) Stochastic Processes and Their Applications , vol.40 , pp. 127-143
    • Leroux, B.G.1
  • 22
    • 0001256212 scopus 로고
    • Relation of raindrop size to intensity
    • Marshall, J. S., and W. M. Palmer, 1948: Relation of raindrop size to intensity. J. Meteor., 5, 165-166.
    • (1948) J. Meteor. , vol.5 , pp. 165-166
    • Marshall, J.S.1    Palmer, W.M.2
  • 23
    • 0343726233 scopus 로고
    • The persistence of wet and dry weather
    • Newham, E. V., 1916: The persistence of wet and dry weather. Quart. J. Roy. Math. Soc., 42, 153-162.
    • (1916) Quart. J. Roy. Math. Soc. , vol.42 , pp. 153-162
    • Newham, E.V.1
  • 24
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and selected applications in speech recognition
    • Rabiner, L. R., 1989: A tutorial on hidden Markov models and selected applications in speech recognition. Proc. IEEE, 77, 257-285.
    • (1989) Proc. IEEE , vol.77 , pp. 257-285
    • Rabiner, L.R.1
  • 25
    • 0021404166 scopus 로고
    • Mixture densities, maximum likelihood, and the EM algorithm
    • Redner, R. A., and H. F. Walker, 1984: Mixture densities, maximum likelihood, and the EM algorithm. Soc. Ind. Appl. Math., Rev., 26, 192-239.
    • (1984) Soc. Ind. Appl. Math., Rev. , vol.26 , pp. 192-239
    • Redner, R.A.1    Walker, H.F.2
  • 26
    • 84985186195 scopus 로고
    • On the study of a probability distribution for precipitation total
    • Corrigendum, 22, 502
    • Revfeim, K. J. A., 1982: Comments "On the study of a probability distribution for precipitation total." J. Appl. Meteor., 21, 1942-1945; Corrigendum, 22, 502.
    • (1982) J. Appl. Meteor. , vol.21 , pp. 1942-1945
    • Revfeim, K.J.A.1
  • 27
    • 0021641415 scopus 로고
    • An initial model of the relationship between rainfall events and daily rainfalls
    • _, 1984: An initial model of the relationship between rainfall events and daily rainfalls. J. Hydrol., 75, 357-364.
    • (1984) J. Hydrol. , vol.75 , pp. 357-364
  • 30
    • 0020330455 scopus 로고
    • Stochastic daily precipitation models, I. a comparison of occurrence processes
    • Roldan, J., and D. A. Woolhiser, 1982: Stochastic daily precipitation models, I. A comparison of occurrence processes. Water Resour. Res., 18, 1451-1459.
    • (1982) Water Resour. Res. , vol.18 , pp. 1451-1459
    • Roldan, J.1    Woolhiser, D.A.2
  • 31
    • 0023526259 scopus 로고
    • Digitising pluviographs
    • Sansom, J., 1987: Digitising pluviographs. J. Hydrol. N.Z. 26, 197-209.
    • (1987) J. Hydrol. N.Z. , vol.26 , pp. 197-209
    • Sansom, J.1
  • 32
    • 0024224951 scopus 로고
    • Rainfall variation at Invercargill, New Zealand
    • _, 1988: Rainfall variation at Invercargill, New Zealand, N.Z. J. Geol. Geophys., 31, 247-256.
    • (1988) N.Z. J. Geol. Geophys. , vol.31 , pp. 247-256
  • 33
    • 0001557835 scopus 로고
    • Breakpoint representation of rainfall
    • _, 1992: Breakpoint representation of rainfall. J. Appl. Meteor., 31, 1514-1519.
    • (1992) J. Appl. Meteor. , vol.31 , pp. 1514-1519
  • 34
    • 0029473035 scopus 로고
    • Rainfall discrimination and spatial variation using breakpoint data
    • _, 1995a: Rainfall discrimination and spatial variation using breakpoint data. J. Climate, 8, 624-636.
    • (1995) J. Climate , vol.8 , pp. 624-636
  • 35
    • 11744370648 scopus 로고
    • The breakpoint representation of rainfall
    • Galway, Ireland, University Collage Galway
    • _, 1995b: The breakpoint representation of rainfall. Proc. Sixth Int. Meeting on Statistical Climatology. Galway, Ireland, University Collage Galway, 355-358.
    • (1995) Proc. Sixth Int. Meeting on Statistical Climatology , pp. 355-358
  • 36
    • 0001398218 scopus 로고
    • Rainfall classification using breakpoint pluviograph data
    • _, and P. J. Thomson, 1992: Rainfall classification using breakpoint pluviograph data J. Climate 5, 735-764.
    • (1992) J. Climate , vol.5 , pp. 735-764
    • Thomson, P.J.1
  • 37
    • 0022787375 scopus 로고
    • The relationship between a continuous-time renewal model and a discrete Markov chain model of precipitation occurrence
    • Small, M. J., and D. J. Morgn, 1986: The relationship between a continuous-time renewal model and a discrete Markov chain model of precipitation occurrence. Water Resour. Res., 22, 1422-1430.
    • (1986) Water Resour. Res. , vol.22 , pp. 1422-1430
    • Small, M.J.1    Morgn, D.J.2
  • 38
    • 0002066069 scopus 로고
    • A model fitting analysis of daily rainfall data
    • Stern, R. D., and R. Coe, 1984: A model fitting analysis of daily rainfall data. J. Roy. Stat. Soc., Ser. A, 147, 1-34.
    • (1984) J. Roy. Stat. Soc., Ser. A , vol.147 , pp. 1-34
    • Stern, R.D.1    Coe, R.2
  • 39
    • 0001578107 scopus 로고
    • Estimating the precipitation climate
    • Stidd, C. K. 1973: Estimating the precipitation climate. Water Resour. Res. 9, 1235-1241.
    • (1973) Water Resour. Res. , vol.9 , pp. 1235-1241
    • Stidd, C.K.1
  • 40
    • 0000909660 scopus 로고
    • A general formulation for raindrop size distribution
    • Torres, D. S., J. M. Porra, and J. Creutin, 1994: A general formulation for raindrop size distribution. J. Appl. Meteor., 33, 1494-1502.
    • (1994) J. Appl. Meteor. , vol.33 , pp. 1494-1502
    • Torres, D.S.1    Porra, J.M.2    Creutin, J.3
  • 41
    • 0018654371 scopus 로고
    • Maximum likelihood estimation of Fourier coefficients to describe seasonal variations of parameters in stochastic daily precipitation models
    • Woolhiser, D. A., and G. G. S. Pegram, 1979: Maximum likelihood estimation of Fourier coefficients to describe seasonal variations of parameters in stochastic daily precipitation models. J. Appl. Meteor., 18, 34-42.
    • (1979) J. Appl. Meteor. , vol.18 , pp. 34-42
    • Woolhiser, D.A.1    Pegram, G.G.S.2
  • 42
    • 0020330449 scopus 로고
    • Stochastic daily precipitation models. 2, a comparison of distributions of amounts
    • _, and J. Roldan, 1982: Stochastic daily precipitation models. 2, A comparison of distributions of amounts. Water Resour. Res., 18, 1461-1468.
    • (1982) Water Resour. Res. , vol.18 , pp. 1461-1468
    • Roldan, J.1


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