메뉴 건너뛰기




Volumn 16, Issue 4, 2000, Pages 291-302

All India summer monsoon rainfall prediction using an artificial neural network

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; MONSOON; PREDICTION; RAINFALL;

EID: 0034105661     PISSN: 09307575     EISSN: 14320894     Source Type: Journal    
DOI: 10.1007/s003820050328     Document Type: Article
Times cited : (149)

References (60)
  • 1
    • 21844507344 scopus 로고
    • Intrinsic problems in seasonal prediction of the Indian summer monsoon rainfall
    • Annamalai H (1995) Intrinsic problems in seasonal prediction of the Indian summer monsoon rainfall. Meteorol Atmos Phys 55: 61-76
    • (1995) Meteorol Atmos Phys , vol.55 , pp. 61-76
    • Annamalai, H.1
  • 2
    • 0028603789 scopus 로고
    • Cloud classification of a AVHRR imagery in maritime regions using a probabilistic neural network
    • Banker RL (1994) Cloud classification of a AVHRR imagery in maritime regions using a probabilistic neural network. J Appl Meteorol 33: 909-918
    • (1994) J Appl Meteorol , vol.33 , pp. 909-918
    • Banker, R.L.1
  • 3
    • 51249169155 scopus 로고
    • The chaotic time-series of Indian monsoon rainfall and its prediction
    • Basu S, Andharia HI (1992) The chaotic time-series of Indian monsoon rainfall and its prediction. Proc Indian Acad Sci (Earth Planet Sci) 101: 27-34
    • (1992) Proc Indian Acad Sci (Earth Planet Sci) , vol.101 , pp. 27-34
    • Basu, S.1    Andharia, H.I.2
  • 5
    • 0001044176 scopus 로고
    • Neural networks and their applications
    • Bishop CM (1994) Neural networks and their applications Rev Sci Instr 65: 1803-1832
    • (1994) Rev Sci Instr , vol.65 , pp. 1803-1832
    • Bishop, C.M.1
  • 6
    • 0002563402 scopus 로고
    • On the connection of the Himalayan snowfall with dry winds and seasons of draughts in India
    • Blanford HF (1884) On the connection of the Himalayan snowfall with dry winds and seasons of draughts in India. Proc R Soc London 37: 3-22
    • (1884) Proc R Soc London , vol.37 , pp. 3-22
    • Blanford, H.F.1
  • 7
    • 84972539015 scopus 로고
    • Neural networks: A review from a statistical perspective
    • Cheng JT, Titterington DM (1994) Neural networks: a review from a statistical perspective. Stat Sci 9(1): 2-54
    • (1994) Stat Sci , vol.9 , Issue.1 , pp. 2-54
    • Cheng, J.T.1    Titterington, D.M.2
  • 8
    • 0028401357 scopus 로고
    • Recurrent neural networks and robust time series prediction
    • Connor JT, Martin RD, Atlas LE (1994) Recurrent neural networks and robust time series prediction. IEEE Trans Neural Netw 5(2): 240-254
    • (1994) IEEE Trans Neural Netw , vol.5 , Issue.2 , pp. 240-254
    • Connor, J.T.1    Martin, R.D.2    Atlas, L.E.3
  • 9
    • 0028594236 scopus 로고
    • Prediction of El- nino events in the pacific by means of neural networks
    • Derr VE, Slutz RJ (1994) Prediction of El- nino events in the pacific by means of neural networks AI Appl 8: 51-63
    • (1994) AI Appl , vol.8 , pp. 51-63
    • Derr, V.E.1    Slutz, R.J.2
  • 10
  • 11
    • 84872989857 scopus 로고
    • Corrigendum to "Non-linear prediction, chaos, and noise"
    • Elsner JB, Tsonis AA (1993) Corrigendum to "Non-linear prediction, chaos, and noise". Bull Am Meteorol Soc 74: 243
    • (1993) Bull Am Meteorol Soc , vol.74 , pp. 243
    • Elsner, J.B.1    Tsonis, A.A.2
  • 12
    • 0342736601 scopus 로고
    • Investigation of the prediction of lightning strikes using neural networks
    • Kananaskis Park, AB, Canada. American Meteorological Society
    • Frankel D, Schiller I, Draper JS, Barnes AA (1990) Investigation of the prediction of lightning strikes using neural networks. 16th Conf on Severe Local Storms, Kananaskis Park, AB, Canada. American Meteorological Society pp 7-11
    • (1990) 16th Conf on Severe Local Storms , pp. 7-11
    • Frankel, D.1    Schiller, I.2    Draper, J.S.3    Barnes, A.A.4
  • 13
    • 51649151673 scopus 로고
    • Large signals of climatic variations over the ocean in the Asian monsoon region
    • Fu C, Fletcher J (1988) Large signals of climatic variations over the ocean in the Asian monsoon region. Adv Atmos Sci 5: 389-404
    • (1988) Adv Atmos Sci , vol.5 , pp. 389-404
    • Fu, C.1    Fletcher, J.2
  • 14
    • 0000598965 scopus 로고    scopus 로고
    • A novel neural network design for long-range prediction of rainfall pattern
    • Goswami P, Srividya (1996) A novel neural network design for long-range prediction of rainfall pattern Curr Sci 70: 447-457
    • (1996) Curr Sci , vol.70 , pp. 447-457
    • Goswami, P.1    Srividya2
  • 15
    • 0001256038 scopus 로고
    • Parametric and power regression models - New approach to long range forecasting
    • Gowariker V, Thapliyal V, Sarker RP, Mandai GS, Sikka DR (1989) Parametric and power regression models - new approach to long range forecasting. Mausam 40: 115-122
    • (1989) Mausam , vol.40 , pp. 115-122
    • Gowariker, V.1    Thapliyal, V.2    Sarker, R.P.3    Mandai, G.S.4    Sikka, D.R.5
  • 17
    • 0028571018 scopus 로고
    • Reconstruction of the El- Nino attractor with neural networks
    • Grieger B, Latif M (1994) Reconstruction of the El- Nino attractor with neural networks. Clim Dyn 10: 267-276
    • (1994) Clim Dyn , vol.10 , pp. 267-276
    • Grieger, B.1    Latif, M.2
  • 21
    • 0002821764 scopus 로고
    • Artificial neural network models for forecasting and decision making
    • Hill T, Marquez L, O' Connor M, Remus W (1994) Artificial neural network models for forecasting and decision making. Int J Forecast 10: 5-15
    • (1994) Int J Forecast , vol.10 , pp. 5-15
    • Hill, T.1    Marquez, L.2    O' Connor, M.3    Remus, W.4
  • 22
    • 0032466364 scopus 로고    scopus 로고
    • Applying neural network models to prediction and data analysis in meteorology and oceanography
    • Hsieh WW, Tang B (1998) Applying neural network models to prediction and data analysis in meteorology and oceanography. Bull Am Meteorol Soc 79: 1855-1870
    • (1998) Bull Am Meteorol Soc , vol.79 , pp. 1855-1870
    • Hsieh, W.W.1    Tang, B.2
  • 23
    • 0002726719 scopus 로고    scopus 로고
    • Climate impact of El- Nino/ La- Nina on the Indian monsoon: A new perspective
    • Kripalani RH, Kulkarni A (1997) Climate impact of El- Nino/ La- Nina on the Indian monsoon: a new perspective. Weather 52: 39-46
    • (1997) Weather , vol.52 , pp. 39-46
    • Kripalani, R.H.1    Kulkarni, A.2
  • 24
    • 0031395483 scopus 로고    scopus 로고
    • Association of the Indian summer monsoon with the Northern Hemisphere mid-latitude circulation
    • Kripalani RH, Kulkarni A, Singh SV (1997) association of the Indian summer monsoon with the Northern Hemisphere mid-latitude circulation. Int J Climatol 17: 225-240
    • (1997) Int J Climatol , vol.17 , pp. 225-240
    • Kripalani, R.H.1    Kulkarni, A.2    Singh, S.V.3
  • 25
    • 0029753274 scopus 로고    scopus 로고
    • Empirical study on Nimbus-7 snow mass and Indian summer monsoon rainfall
    • Kripalani RH, Singh SV, Vernekar AD, Thapliyal V (1996) Empirical study on Nimbus-7 snow mass and Indian summer monsoon rainfall. Int J Climatol 16: 23-34
    • (1996) Int J Climatol , vol.16 , pp. 23-34
    • Kripalani, R.H.1    Singh, S.V.2    Vernekar, A.D.3    Thapliyal, V.4
  • 26
    • 84977738351 scopus 로고
    • Seasonal forecasting of Indian summer monsoon rainfall: A review
    • Krishna Kumar K, Soman MK, Rupa Kumar K (1995) Seasonal forecasting of Indian summer monsoon rainfall: a review. Weather 50: 449-467
    • (1995) Weather , vol.50 , pp. 449-467
    • Krishna Kumar, K.1    Soman, M.K.2    Rupa Kumar, K.3
  • 27
    • 84873009527 scopus 로고    scopus 로고
    • Neural networks for the prediction and forecasting of water resources variables: A review of modelling issues and applications
    • in press
    • Maier HR, Dandy GC (1999) Neural networks for the prediction and forecasting of water resources variables: a review of modelling issues and applications, Environ Model Software (in press)
    • (1999) Environ Model Software
    • Maier, H.R.1    Dandy, G.C.2
  • 28
    • 0001712213 scopus 로고    scopus 로고
    • A neural network for tornado prediction based on Doppler radar-derived attributes
    • Marzban C Stumpf GJ (1996) A neural network for tornado prediction based on Doppler radar-derived attributes. J Appl Meteorol, 35: 617-626
    • (1996) J Appl Meteorol , vol.35 , pp. 617-626
    • Marzban, C.1    Stumpf, G.J.2
  • 30
    • 0000954408 scopus 로고
    • A neural network short-term forecast of significant thunderstorms
    • McCann DW (1992) A neural network short-term forecast of significant thunderstorms. Weather Forecast 7: 525-534
    • (1992) Weather Forecast , vol.7 , pp. 525-534
    • McCann, D.W.1
  • 31
    • 0021639922 scopus 로고
    • Fluctuations in all India summer monsoon rainfall during 1871-1978
    • Mooley DA, Parthasarathy B (1984) Fluctuations in all India summer monsoon rainfall during 1871-1978. Clim Change 6: 287-301
    • (1984) Clim Change , vol.6 , pp. 287-301
    • Mooley, D.A.1    Parthasarathy, B.2
  • 32
    • 0022855160 scopus 로고
    • Relationship between all-India summer monsoon rainfall and location of ridge at 500 mb level along 750 E
    • Mooley DA, Parthasarathy B, Pant GB (1986) Relationship between all-India summer monsoon rainfall and location of ridge at 500 mb level along 750 E. J Clim Appl Meteorol 25: 633-640
    • (1986) J Clim Appl Meteorol , vol.25 , pp. 633-640
    • Mooley, D.A.1    Parthasarathy, B.2    Pant, G.B.3
  • 33
  • 34
    • 0028584611 scopus 로고
    • Predicting Indian monsoon rainfall: A neural network approach
    • Navone HD, Ceccatto HA (1994) Predicting Indian monsoon rainfall: a neural network approach. Clim Dyn 10: 305-312
    • (1994) Clim Dyn , vol.10 , pp. 305-312
    • Navone, H.D.1    Ceccatto, H.A.2
  • 35
    • 0000401360 scopus 로고
    • Monsoon seasonal forecasting
    • Normand C (1953) Monsoon seasonal forecasting QJR Meteorol Soc 79: 463-473
    • (1953) QJR Meteorol Soc , vol.79 , pp. 463-473
    • Normand, C.1
  • 36
    • 0342301563 scopus 로고
    • Generalised experimental markov and model output statistics: A comparative verification
    • Perrone TJ, Miller RG (1985) Generalised experimental markov and model output statistics: a comparative verification. Mon Weather Rev 113: 1524-1541
    • (1985) Mon Weather Rev , vol.113 , pp. 1524-1541
    • Perrone, T.J.1    Miller, R.G.2
  • 38
    • 0000693896 scopus 로고
    • Evidence of secular variations in Indian summer monsoon rainfall-circulation relationships
    • Parthasarathy B, Rupa Kumar K, Munot AA (1991) Evidence of secular variations in Indian summer monsoon rainfall-circulation relationships. J Clim 4: 95-126
    • (1991) J Clim , vol.4 , pp. 95-126
    • Parthasarathy, B.1    Rupa Kumar, K.2    Munot, A.A.3
  • 39
    • 0024898463 scopus 로고
    • An expert system approach for prediction of maritime visibility obstruction
    • Peak JE, Tag PM (1989) An expert system approach for prediction of maritime visibility obstruction. Mon Weather Rev 117: 2641-2653
    • (1989) Mon Weather Rev , vol.117 , pp. 2641-2653
    • Peak, J.E.1    Tag, P.M.2
  • 40
    • 0028578467 scopus 로고
    • Segmentation of satellite imagery using hierarchical thresholding and neural networks
    • Peak JE, Tag PM (1994) Segmentation of satellite imagery using hierarchical thresholding and neural networks. J Appl Meteorol 33: 605-616
    • (1994) J Appl Meteorol , vol.33 , pp. 605-616
    • Peak, J.E.1    Tag, P.M.2
  • 41
    • 0020918561 scopus 로고
    • The teleconnections and the siege of time
    • Ramage CS (1983) The teleconnections and the siege of time. J Climatol 3: 223-231
    • (1983) J Climatol , vol.3 , pp. 223-231
    • Ramage, C.S.1
  • 43
    • 0024260536 scopus 로고
    • Is there an attractor for Indian summer monsoon?
    • Satyan V (1988) Is there an attractor for Indian summer monsoon? Proc Ind Acad Sci (Earth Planet Sci) 97: 49-52
    • (1988) Proc Ind Acad Sci (Earth Planet Sci) , vol.97 , pp. 49-52
    • Satyan, V.1
  • 44
    • 0023486795 scopus 로고
    • Empirical prediction of the summer monsoon rainfall over India
    • Shukla J, Mooley DA (1987) Empirical prediction of the summer monsoon rainfall over India. Mon Weather Rev 115: 695-703
    • (1987) Mon Weather Rev , vol.115 , pp. 695-703
    • Shukla, J.1    Mooley, D.A.2
  • 45
    • 0020921357 scopus 로고
    • The Southern Oscillation and long-range forecasting of the summer monsoon rainfall over India
    • Shukla J, Paolino DA (1983) The Southern Oscillation and long-range forecasting of the summer monsoon rainfall over India. Mon Weather Rev 111: 1830-1837
    • (1983) Mon Weather Rev , vol.111 , pp. 1830-1837
    • Shukla, J.1    Paolino, D.A.2
  • 46
    • 0030405689 scopus 로고    scopus 로고
    • Interannual tropical rainfall variability in general circulation model simulations associated with the Atmospheric Model Intercomparison Project
    • Sperber KR, Palmer TN (1996) Interannual tropical rainfall variability in general circulation model simulations associated with the Atmospheric Model Intercomparison Project. J Clim 9: 2727-2750
    • (1996) J Clim , vol.9 , pp. 2727-2750
    • Sperber, K.R.1    Palmer, T.N.2
  • 47
    • 0037488094 scopus 로고    scopus 로고
    • Padma Bhusan Prof. P. Koteswaram First Memorial Lecture- 23rd March 1998 Climate and Sustainable Food Security
    • Swaminathan MS (1998) Padma Bhusan Prof. P. Koteswaram First Memorial Lecture- 23rd March 1998 Climate and Sustainable Food Security. Vayu Mandal 28: 3-10
    • (1998) Vayu Mandal , vol.28 , pp. 3-10
    • Swaminathan, M.S.1
  • 48
    • 21844503359 scopus 로고
    • A study of Arctic sea ice and sea- level pressure using POP and neural network methods
    • Tang B, Flato GM, Holloway G (1994) A study of Arctic sea ice and sea- level pressure using POP and neural network methods. Atmos Ocean 32: 507-529
    • (1994) Atmos Ocean , vol.32 , pp. 507-529
    • Tang, B.1    Flato, G.M.2    Holloway, G.3
  • 49
    • 0026258339 scopus 로고
    • Time series forecasting using neural networks versus Box-Jenkins methodology
    • Tang Z, Almeida C, de Fishwick PA (1991) Time series forecasting using neural networks versus Box-Jenkins methodology. Simulations 57: 303-310
    • (1991) Simulations , vol.57 , pp. 303-310
    • Tang, Z.1    Almeida, C.2    De Fishwick, P.A.3
  • 50
    • 0001275437 scopus 로고    scopus 로고
    • Forecasting the equatorial sea surface temperatures by neural network models
    • Tangang FT, Hsieh WW, Tang B (1997) Forecasting the equatorial sea surface temperatures by neural network models. Clim Dyn 13: 135-147
    • (1997) Clim Dyn , vol.13 , pp. 135-147
    • Tangang, F.T.1    Hsieh, W.W.2    Tang, B.3
  • 51
    • 0031777214 scopus 로고    scopus 로고
    • Forecasting ENSO events: A neural network - Extended EOF approach
    • Tangang FT, Tang B, Monahan AH, Hsieh WW (1998) Forecasting ENSO events: a neural network - extended EOF approach. J Clim 11: 29-41
    • (1998) J Clim , vol.11 , pp. 29-41
    • Tangang, F.T.1    Tang, B.2    Monahan, A.H.3    Hsieh, W.W.4
  • 52
    • 0038163426 scopus 로고
    • ARIMA model for long-range prediction of monsoon rainfall in Peninsular India
    • Thapaliyal V (1981) ARIMA model for long-range prediction of monsoon rainfall in Peninsular India. India Meteorol Dept Monogr Climatology, 12/81
    • (1981) India Meteorol Dept Monogr Climatology , vol.12-81
    • Thapaliyal, V.1
  • 53
    • 0001053319 scopus 로고
    • Stochastic dynamical model for long-range prediction of monsoon rainfall in peninsular India
    • Thapaliyal V (1982) Stochastic dynamical model for long-range prediction of monsoon rainfall in peninsular India. Mausam 33: 399-404
    • (1982) Mausam , vol.33 , pp. 399-404
    • Thapaliyal, V.1
  • 54
    • 0000941749 scopus 로고
    • The Southern Oscillation
    • Troup AJ (1965) The Southern Oscillation. QJR Meteorol Soc 91: 490-506
    • (1965) QJR Meteorol Soc , vol.91 , pp. 490-506
    • Troup, A.J.1
  • 55
    • 19044361940 scopus 로고
    • Singular spectrum analysis: A toolkit for short, noisy and chaotic series
    • Vautard R, Yiou P, Ghill M (1992) Singular spectrum analysis: a toolkit for short, noisy and chaotic series. Physica D 58: 95-126
    • (1992) Physica D , vol.58 , pp. 95-126
    • Vautard, R.1    Yiou, P.2    Ghill, M.3
  • 57
    • 0011701183 scopus 로고
    • Correlation in seasonal variation of climate (Introduction)
    • Walker GT (1908) Correlation in seasonal variation of climate (Introduction). Mem Ind Meteorol Dept 20: 117-124
    • (1908) Mem Ind Meteorol Dept , vol.20 , pp. 117-124
    • Walker, G.T.1
  • 58
    • 0002425313 scopus 로고
    • On the meteorological evidence for supposed changes of climate in India
    • Walker GT (1910) On the meteorological evidence for supposed changes of climate in India. Mem Ind Meteorol Dept 21: 1-21
    • (1910) Mem Ind Meteorol Dept , vol.21 , pp. 1-21
    • Walker, G.T.1
  • 59
    • 0041035955 scopus 로고
    • Seasonal weather and its prediction
    • Walker GT (1933) Seasonal weather and its prediction. Brit Assoc Adv Sci, 103: 25-44
    • (1933) Brit Assoc Adv Sci , vol.103 , pp. 25-44
    • Walker, G.T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.