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Volumn 16, Issue 3, 2006, Pages 141-152

Application of the method of artificial neural networks to the downscaling of precipitation forecasts in the coastal region of the Black Sea

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; DATABASE SYSTEMS; NEURAL NETWORKS; PRECIPITATION (METEOROLOGY); WEATHER FORECASTING;

EID: 33947326401     PISSN: 14336863     EISSN: 09285105     Source Type: Book Series    
DOI: 10.1007/s11110-006-0021-1     Document Type: Article
Times cited : (2)

References (14)
  • 3
    • 0028603789 scopus 로고
    • "Cloud classification of AVHRR imagery in maritime regions using a probabilistic neural network"
    • R. L. Bancert, "Cloud classification of AVHRR imagery in maritime regions using a probabilistic neural network," J. Appl. Meteor., 33, 909-918 (1994).
    • (1994) J. Appl. Meteor. , vol.33 , pp. 909-918
    • Bancert, R.L.1
  • 4
    • 0031950036 scopus 로고    scopus 로고
    • "A neural network for damaging wind prediction"
    • C. Marzban and G. G. Stumpf, "A neural network for damaging wind prediction," Weath. Forecast., 13, No. 3, 151-163 (1998).
    • (1998) Weath. Forecast. , vol.13 , Issue.3 , pp. 151-163
    • Marzban, C.1    Stumpf, G.G.2
  • 5
    • 0036802698 scopus 로고    scopus 로고
    • "Daily dataset of the 20th century surface air temperature and precipitation series for the European Climate Assessment"
    • A. M. G. Klein Tank, et al., "Daily dataset of the 20th century surface air temperature and precipitation series for the European Climate Assessment," Int. J. Climatol., 22, 1441-1453 (2002).
    • (2002) Int. J. Climatol. , vol.22 , pp. 1441-1453
    • Klein Tank, A.M.G.1
  • 6
    • 33645591489 scopus 로고    scopus 로고
    • "Statistical estimation of the daily amounts of winter precipitation by the method of neural networks"
    • V. V. Efimov and V. L. Pososhkov, "Statistical estimation of the daily amounts of winter precipitation by the method of neural networks," Izv. Ros. Akad. Nauk. Fiz. Atmosf. Okean., 39, No. 1, 14-25 (2003).
    • (2003) Izv. Ros. Akad. Nauk. Fiz. Atmosf. Okean. , vol.39 , Issue.1 , pp. 14-25
    • Efimov, V.V.1    Pososhkov, V.L.2
  • 7
    • 0029768948 scopus 로고    scopus 로고
    • "The NCEP/NCAR 40-year reanalysis project"
    • E. Kalnay, et al., "The NCEP/NCAR 40-year reanalysis project," Bull. Amer. Meteorol. Soc., 77, 437-471 (1996).
    • (1996) Bull. Amer. Meteorol. Soc. , vol.77 , pp. 437-471
    • Kalnay, E.1
  • 8
    • 0022856346 scopus 로고
    • "Anatomy of a rainfall index"
    • R. W. Katz and M. H. Glantz, "Anatomy of a rainfall index," Mon. Wea. Rev., 114, 764-771 (1986).
    • (1986) Mon. Wea. Rev. , vol.114 , pp. 764-771
    • Katz, R.W.1    Glantz, M.H.2
  • 9
    • 0000632352 scopus 로고    scopus 로고
    • "Experiments in short-term precipitation forecasting using artificial neural networks"
    • R. J. Kuligowski and A. P. Barros, "Experiments in short-term precipitation forecasting using artificial neural networks," Mon. Wea. Rev., 126, No. 2, 470-482 (1998).
    • (1998) Mon. Wea. Rev. , vol.126 , Issue.2 , pp. 470-482
    • Kuligowski, R.J.1    Barros, A.P.2
  • 10
    • 0033172665 scopus 로고    scopus 로고
    • "The analog method as a simple statistical downscaling technique: Comparison with more complicated methods"
    • E. Zorita and H. von Storch, "The analog method as a simple statistical downscaling technique: Comparison with more complicated methods," J. Clim., 12, No. 8, 2474-2489 (1999).
    • (1999) J. Clim. , vol.12 , Issue.8 , pp. 2474-2489
    • Zorita, E.1    von Storch, H.2
  • 11
    • 0022471098 scopus 로고
    • "Learning representations by back-propagating errors"
    • D. E. Rumelhart, G. E. Hinton, and R. J. Williams, "Learning representations by back-propagating errors," Nature, 323, 533-536 (1986).
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 12
    • 0032434569 scopus 로고    scopus 로고
    • "Localized precipitation forecasts from numerical weather prediction model using artificial neural networks"
    • R. J. Kuligowski and A. P. Barros, "Localized precipitation forecasts from numerical weather prediction model using artificial neural networks," Weath. Forecast., 13, No. 12, 1194-1203 (1998).
    • (1998) Weath. Forecast. , vol.13 , Issue.12 , pp. 1194-1203
    • Kuligowski, R.J.1    Barros, A.P.2
  • 13
    • 0001963124 scopus 로고
    • "On the relationship between the frequency of rain and various meteorological parameters"
    • A. W. Hansen and W. J. A. Kuipers, "On the relationship between the frequency of rain and various meteorological parameters," Kon. Ned. Meteor. Inst. Meded. Verhand., 81, 2-15 (1965).
    • (1965) Kon. Ned. Meteor. Inst. Meded. Verhand. , vol.81 , pp. 2-15
    • Hansen, A.W.1    Kuipers, W.J.A.2
  • 14
    • 0024145684 scopus 로고
    • "Skill scores based on the mean square error and their relationships to the correlation coefficient"
    • A. H. Murphy, "Skill scores based on the mean square error and their relationships to the correlation coefficient," Mon. Wea. Rev., 116, 2417-2434 (1988).
    • (1988) Mon. Wea. Rev. , vol.116 , pp. 2417-2434
    • Murphy, A.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.