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Volumn 1, Issue , 2012, Pages 557-561

A multivariate artificial neural network approach for rainfall forecasting: Case study of Victoria, Australia

Author keywords

ANN; ENSO; Forecasting; IOD; Rainfall

Indexed keywords

ATMOSPHERIC PRESSURE; CLIMATOLOGY; FORECASTING; NEURAL NETWORKS; OCEAN CURRENTS; WEATHER FORECASTING;

EID: 85020502508     PISSN: 20780958     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (8)

References (20)
  • 1
    • 0035869788 scopus 로고    scopus 로고
    • Coherent modes of global SST and summer rainfall over China: An assessment of the regional impacts of the 1997-98 El Nino
    • K. Lau and H. Weng, "Coherent modes of global SST and summer rainfall over China: An assessment of the regional impacts of the 1997-98 El Nino, " Journal of Climate, vol. 14, pp. 1294-1308, 2001.
    • (2001) Journal of Climate , vol.14 , pp. 1294-1308
    • Lau, K.1    Weng, H.2
  • 2
    • 0037923630 scopus 로고    scopus 로고
    • Numerical simulation of the relationships between the 1998 Yangtze River valley: Floods and SST anomalies
    • G. Yufu, Z. Yan, and W. Jia, "Numerical simulation of the relationships between the 1998 Yangtze River valley: Floods and SST anomalies, " Advances in Atmospheric Sciences, vol. 19, pp. 391-404, 2002.
    • (2002) Advances in Atmospheric Sciences , vol.19 , pp. 391-404
    • Yufu, G.1    Yan, Z.2    Jia, W.3
  • 3
    • 0036951380 scopus 로고    scopus 로고
    • Global atmospheric sensitivity to tropical SST anomalies throughout the Indo-Pacific basin
    • J. J. Barsugli and P. D. Sardeshmukh, "Global atmospheric sensitivity to tropical SST anomalies throughout the Indo-Pacific basin, " Journal of Climate, vol. 15, pp. 3427-3442, 2002.
    • (2002) Journal of Climate , vol.15 , pp. 3427-3442
    • Barsugli, J.J.1    Sardeshmukh, P.D.2
  • 4
    • 47049099411 scopus 로고    scopus 로고
    • Predicting summer rainfall in the Yangtze River basin with neural networks
    • H. Hartmann, S. Becker, and L. King, "Predicting summer rainfall in the Yangtze River basin with neural networks, " International Journal of Climatology, vol. 28, pp. 925- 936, 2008.
    • (2008) International Journal of Climatology , vol.28 , pp. 925-936
    • Hartmann, H.1    Becker, S.2    King, L.3
  • 5
    • 77957365482 scopus 로고    scopus 로고
    • Multivariate: Forecast of winter monsoon rainfall in India using SST anomaly as a predictor: Neurocomputing and statistical approaches
    • G. Chattopadhyay, S. Chattopadhyay, and R. Jain, "Multivariate: Forecast of winter monsoon rainfall in India using SST anomaly as a predictor: Neurocomputing and statistical approaches, " Comptes Rendus Geoscience, vol. 342, pp. 755-765, 2010.
    • (2010) Comptes Rendus Geoscience , vol.342 , pp. 755-765
    • Chattopadhyay, G.1    Chattopadhyay, S.2    Jain, R.3
  • 6
    • 80052840333 scopus 로고    scopus 로고
    • Prediction of Indian summer monsoon rainfall using Niño indices: A neural network approach
    • R. P. Shukla, K. C. Tripathi, A. C. Pandey, and I. M. L. Das, "Prediction of Indian summer monsoon rainfall using Niño indices: A neural network approach, " Atmospheric Research, vol. 102, pp. 99-109, 2011.
    • (2011) Atmospheric Research , vol.102 , pp. 99-109
    • Shukla, R.P.1    Tripathi, K.C.2    Pandey, A.C.3    Das, I.M.L.4
  • 7
    • 77953679880 scopus 로고    scopus 로고
    • Identification of best predictors: For: Forecasting seasonal rainfall and runoff in Australia
    • D. G. C. Kirono, F. H. S. Chiew, and D. M. Kent, "Identification of best predictors: For: Forecasting seasonal rainfall and runoff in Australia, " Hydrological Processes, vol. 24, pp. 1237-1247, 2010.
    • (2010) Hydrological Processes , vol.24 , pp. 1237-1247
    • Kirono, D.G.C.1    Chiew, F.H.S.2    Kent, D.M.3
  • 10
    • 33846554136 scopus 로고    scopus 로고
    • Association between Australian rainfall and the Southern Annular Mode
    • B. Meneghini, I. Simmonds, and I. N. Smith, "Association between Australian rainfall and the Southern Annular Mode, " International Journal of Climatology, vol. 27, pp. 109-121, 2007.
    • (2007) International Journal of Climatology , vol.27 , pp. 109-121
    • Meneghini, B.1    Simmonds, I.2    Smith, I.N.3
  • 11
    • 56349123164 scopus 로고    scopus 로고
    • Anomalous rainfall over southwest Western Australia: Forced by Indian Ocean sea surface temperatures
    • C. C. Ummenhofer, A. Sen Gupta, M. J. Pook, and M. H. England, "Anomalous rainfall over southwest Western Australia: Forced by Indian Ocean sea surface temperatures, " Journal of Climate, vol. 21, pp. 5113- 5134, 2008.
    • (2008) Journal of Climate , vol.21 , pp. 5113-5134
    • Ummenhofer, C.C.1    Gupta, A.S.2    Pook, M.J.3    England, M.H.4
  • 12
    • 33745282992 scopus 로고    scopus 로고
    • Interannual rainfall extremes over southwest Western Australia linked to Indian Ocean climate variability
    • M. H. England, C. C. Ummenhofer, and A. Santoso, "Interannual rainfall extremes over southwest Western Australia linked to Indian Ocean climate variability, " Journal of Climate, vol. 19, pp. 1948-1969, 2006.
    • (2006) Journal of Climate , vol.19 , pp. 1948-1969
    • England, M.H.1    Ummenhofer, C.C.2    Santoso, A.3
  • 13
    • 67849090469 scopus 로고    scopus 로고
    • South Australian rainfall variability and climate extremes
    • A. D. Evans, J. M. Bennett, and C. M. Ewenz, "South Australian rainfall variability and climate extremes, " Climate Dynamics, vol. 33, pp. 477-493, 2009.
    • (2009) Climate Dynamics , vol.33 , pp. 477-493
    • Evans, A.D.1    Bennett, J.M.2    Ewenz, C.M.3
  • 14
    • 77951878911 scopus 로고    scopus 로고
    • Local and remote causes of the southern Australian autumn-winter rainfall decline, 1958-2007
    • N. Nicholls, "Local and remote causes of the southern Australian autumn-winter rainfall decline, 1958-2007, " Climate Dynamics, vol. 34, pp. 835-845, 2010.
    • (2010) Climate Dynamics , vol.34 , pp. 835-845
    • Nicholls, N.1
  • 15
    • 17444397379 scopus 로고    scopus 로고
    • Multidecadal variability of rainfall and streamflow: Eastern Australia
    • D. C. Verdon, A. M. Wyatt, A. S. Kiem, and S. W. Franks, "Multidecadal variability of rainfall and streamflow: Eastern Australia, " Water Resources Research, vol. 40, p. W10201, 2004.
    • (2004) Water Resources Research , vol.40 , pp. W10201
    • Verdon, D.C.1    Wyatt, A.M.2    Kiem, A.S.3    Franks, S.W.4
  • 16
    • 47049103597 scopus 로고    scopus 로고
    • A review of recent climate variability and climate change in southeastern Australia
    • B. F. Murphy and B. Timbal, "A review of recent climate variability and climate change in southeastern Australia, " International Journal of Climatology, vol. 28, pp. 859- 879, 2008.
    • (2008) International Journal of Climatology , vol.28 , pp. 859-879
    • Murphy, B.F.1    Timbal, B.2
  • 17
    • 72049120774 scopus 로고    scopus 로고
    • On the relationship between large-scale climate modes and regional synoptic patterns that drive Victorian rainfall
    • D. C. Verdon-Kidd and A. S. Kiem, "On the relationship between large-scale climate modes and regional synoptic patterns that drive Victorian rainfall, " Hydrology and Earth System Sciences, vol. 13, pp. 467-479, 2009.
    • (2009) Hydrology and Earth System Sciences , vol.13 , pp. 467-479
    • Verdon-Kidd, D.C.1    Kiem, A.S.2
  • 18
    • 66949142868 scopus 로고    scopus 로고
    • Climatic drivers of victorian streamflow: Is ENSO the dominant influence
    • A. S. Kiem and D. C. Verdon-Kidd, "Climatic drivers of victorian streamflow: Is ENSO the dominant influence, " Australian Journal of Water Resources, vol. 13, pp. 17- 29, 2009.
    • (2009) Australian Journal of Water Resources , vol.13 , pp. 17-29
    • Kiem, A.S.1    Verdon-Kidd, D.C.2
  • 19
    • 0033957764 scopus 로고    scopus 로고
    • Neural networks: For the prediction and: Forecasting of water resources variables: A review of modelling issues and applications
    • H. R. Maier and G. C. Dandy, "Neural networks: For the prediction and: Forecasting of water resources variables: A review of modelling issues and applications, " Environmental Modelling and software, vol. 15, pp. 101- 124, 2000.
    • (2000) Environmental Modelling and Software , vol.15 , pp. 101-124
    • Maier, H.R.1    Dandy, G.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.