-
1
-
-
41549154501
-
Single hidden layer artificial neural network models versus multiple linear regression model in forecasting the time series of total ozone
-
Bandyopadhyay G., and Chattopadhyay S. Single hidden layer artificial neural network models versus multiple linear regression model in forecasting the time series of total ozone. International Journal of Environmental Science and Technology 4 (2007) 141-149
-
(2007)
International Journal of Environmental Science and Technology
, vol.4
, pp. 141-149
-
-
Bandyopadhyay, G.1
Chattopadhyay, S.2
-
2
-
-
77949542507
-
-
Box, G.E.P., Jenkins, G.M., 1976. time series analysis: forecasting and control. holden-Day.
-
Box, G.E.P., Jenkins, G.M., 1976. time series analysis: forecasting and control. holden-Day.
-
-
-
-
3
-
-
0003410292
-
-
Dorling Kindersley (India) Pvt Ltd, New Delhi, India (licensees of Pearson Education in South Asia)
-
Box G.E.P., Jenkins G.M., and Reinsel G.C. Time series analysis: forecasting and control. Third Edition (2007), Dorling Kindersley (India) Pvt Ltd, New Delhi, India (licensees of Pearson Education in South Asia)
-
(2007)
Time series analysis: forecasting and control. Third Edition
-
-
Box, G.E.P.1
Jenkins, G.M.2
Reinsel, G.C.3
-
4
-
-
34548360494
-
Prediction of mean monthly total ozone time series- application of radial basis function network
-
Chattopadhyay S. Prediction of mean monthly total ozone time series- application of radial basis function network. International Journal of Remote Sensing 28 (2007) 4037-4046
-
(2007)
International Journal of Remote Sensing
, vol.28
, pp. 4037-4046
-
-
Chattopadhyay, S.1
-
5
-
-
34447256610
-
Feed forward Artificial Neural Network model to predict the average summer-monsoon rainfall in India
-
Chattopadhyay S. Feed forward Artificial Neural Network model to predict the average summer-monsoon rainfall in India. Acta Geophysica 55 (2007) 369-382
-
(2007)
Acta Geophysica
, vol.55
, pp. 369-382
-
-
Chattopadhyay, S.1
-
6
-
-
44349148717
-
A probe into the chaotic nature of total ozone time series by Correlation dimension method
-
Chattopadhyay G., and Chattopadhyay S. A probe into the chaotic nature of total ozone time series by Correlation dimension method. Soft Computing 12 (2008) 1007-1012
-
(2008)
Soft Computing
, vol.12
, pp. 1007-1012
-
-
Chattopadhyay, G.1
Chattopadhyay, S.2
-
7
-
-
47049108092
-
Comparative study among different neural net learning algorithms applied to rainfall time series
-
Chattopadhyay S., and Chattopadhyay G. Comparative study among different neural net learning algorithms applied to rainfall time series. Meteorological Applications 15 (2008) 273-280
-
(2008)
Meteorological Applications
, vol.15
, pp. 273-280
-
-
Chattopadhyay, S.1
Chattopadhyay, G.2
-
8
-
-
68749120836
-
Autoregressive forecast of monthly total ozone concentration: a neurocomputing approach
-
Chattopadhyay G., and Chattopadhyay S. Autoregressive forecast of monthly total ozone concentration: a neurocomputing approach. Computers and Geosciences 35 (2009) 1925-1932
-
(2009)
Computers and Geosciences
, vol.35
, pp. 1925-1932
-
-
Chattopadhyay, G.1
Chattopadhyay, S.2
-
9
-
-
70349410588
-
Estimating potential evapotranspiration from limited weather data over Gangetic West Bengal, India: a neurocomputing approach
-
Chattopadhyay S., Jain R., and Chattopadhyay G. Estimating potential evapotranspiration from limited weather data over Gangetic West Bengal, India: a neurocomputing approach. Meteorological Applications 16 (2009) 403-411
-
(2009)
Meteorological Applications
, vol.16
, pp. 403-411
-
-
Chattopadhyay, S.1
Jain, R.2
Chattopadhyay, G.3
-
10
-
-
84944834897
-
Modeling daily precipitation occurrence process with Markov chain
-
Chin E.H. Modeling daily precipitation occurrence process with Markov chain. Water Resource Research 13 (1977) 949-956
-
(1977)
Water Resource Research
, vol.13
, pp. 949-956
-
-
Chin, E.H.1
-
11
-
-
0034233174
-
Indian Ocean SST and Indian Summer Rainfall: Predictive Relationships and their Decadal Variability
-
Clark C.O., Cole J.E., and Webster P.J. Indian Ocean SST and Indian Summer Rainfall: Predictive Relationships and their Decadal Variability. J. Climate 13 (2000) 2503-2519
-
(2000)
J. Climate
, vol.13
, pp. 2503-2519
-
-
Clark, C.O.1
Cole, J.E.2
Webster, P.J.3
-
13
-
-
60249092823
-
Modelling of Indian monsoon rainfall time series by univariate Box-Jenkins type of models
-
Dahale S.D., and Singh S.V. Modelling of Indian monsoon rainfall time series by univariate Box-Jenkins type of models. Advances in Atmospheric Sciences 10 (1993) 211-220
-
(1993)
Advances in Atmospheric Sciences
, vol.10
, pp. 211-220
-
-
Dahale, S.D.1
Singh, S.V.2
-
14
-
-
0011216838
-
Stochastic models for monthly rainfall forecasting and synthetic generation
-
Delleur J.W., and Kavvas M.L. Stochastic models for monthly rainfall forecasting and synthetic generation. Journal of Applied Meteorology 17 (1978) 1528-1536
-
(1978)
Journal of Applied Meteorology
, vol.17
, pp. 1528-1536
-
-
Delleur, J.W.1
Kavvas, M.L.2
-
15
-
-
0037116346
-
Linear prediction of Indian Monsoon rainfall
-
DelSole T., and Shukla J. Linear prediction of Indian Monsoon rainfall. Journal of Climate 15 (2002) 3645-3658
-
(2002)
Journal of Climate
, vol.15
, pp. 3645-3658
-
-
DelSole, T.1
Shukla, J.2
-
16
-
-
0029714384
-
Neural network for time series processing
-
Dorffner G. Neural network for time series processing. Neural Network World 6 (1996) 447-468
-
(1996)
Neural Network World
, vol.6
, pp. 447-468
-
-
Dorffner, G.1
-
19
-
-
26444522261
-
Nitric acid measurements in connection with corrosion studies
-
Ferm M., De Santis F., and Varotsos C. Nitric acid measurements in connection with corrosion studies. Atmospheric Environment 39 35 (2005) 6664-6672
-
(2005)
Atmospheric Environment
, vol.39
, Issue.35
, pp. 6664-6672
-
-
Ferm, M.1
De Santis, F.2
Varotsos, C.3
-
20
-
-
33644997049
-
Deposition measurement of particulate matter in connection with corrosion studies
-
Ferm M., Watt J., O'hanlon S., De Santis F., and Varotsos C. Deposition measurement of particulate matter in connection with corrosion studies. Analytical and Bioanalytical Chemistry 384 6 (2006) 1320-1330
-
(2006)
Analytical and Bioanalytical Chemistry
, vol.384
, Issue.6
, pp. 1320-1330
-
-
Ferm, M.1
Watt, J.2
O'hanlon, S.3
De Santis, F.4
Varotsos, C.5
-
21
-
-
0025671498
-
Tropical-extratropical interaction associated with the 30-60 day oscillation and its impact on medium and extended range prediction
-
Ferranti L., Palmer T.N., Molteni F., and Klinker E. Tropical-extratropical interaction associated with the 30-60 day oscillation and its impact on medium and extended range prediction. Journal of Atmospheric Sciences 47 (1990) 2177-2199
-
(1990)
Journal of Atmospheric Sciences
, vol.47
, pp. 2177-2199
-
-
Ferranti, L.1
Palmer, T.N.2
Molteni, F.3
Klinker, E.4
-
22
-
-
0032146239
-
Artificial neural networks (the multilayer perceptron)--a review of applications in the atmospheric sciences
-
Gardner M.W., and Dorling S.R. Artificial neural networks (the multilayer perceptron)--a review of applications in the atmospheric sciences. Atmospheric Environment 32 (1998) 2627-2636
-
(1998)
Atmospheric Environment
, vol.32
, pp. 2627-2636
-
-
Gardner, M.W.1
Dorling, S.R.2
-
24
-
-
0027808081
-
Application of Markov models to area average daily precipitation series and inter annual variability in seasonal totals
-
Gregory J.M., Wigley T.M.L., and Jones P.D. Application of Markov models to area average daily precipitation series and inter annual variability in seasonal totals. Climate Dynamics 8 (1993) 299-310
-
(1993)
Climate Dynamics
, vol.8
, pp. 299-310
-
-
Gregory, J.M.1
Wigley, T.M.L.2
Jones, P.D.3
-
25
-
-
33748084741
-
Multivariate linear parametric models applied to daily rainfall time series
-
Grimaldi S., Serinaldi F., and Tallerini C. Multivariate linear parametric models applied to daily rainfall time series. Advances in Geosciences 2 (2005) 87-92
-
(2005)
Advances in Geosciences
, vol.2
, pp. 87-92
-
-
Grimaldi, S.1
Serinaldi, F.2
Tallerini, C.3
-
26
-
-
52349104817
-
Long lead monsoon rainfall prediction for meteorological sub-divisions of India using deterministic artificial neural network
-
Guhathakurata P. Long lead monsoon rainfall prediction for meteorological sub-divisions of India using deterministic artificial neural network. Meteorology and Atmospheric Physics 101 (2008) 93-108
-
(2008)
Meteorology and Atmospheric Physics
, vol.101
, pp. 93-108
-
-
Guhathakurata, P.1
-
27
-
-
0029481968
-
Recent Advances in Tropical Climate Prediction
-
Hastenrath S. Recent Advances in Tropical Climate Prediction. J. Climate 8 (1995) 1519-1532
-
(1995)
J. Climate
, vol.8
, pp. 1519-1532
-
-
Hastenrath, S.1
-
28
-
-
0036475142
-
Characterization and prediction of runoff dynamics: a nonlinear dynamical view
-
Islam M.N., and Sivakumar B. Characterization and prediction of runoff dynamics: a nonlinear dynamical view. Advances in Water Resources 25 (2002) 179-190
-
(2002)
Advances in Water Resources
, vol.25
, pp. 179-190
-
-
Islam, M.N.1
Sivakumar, B.2
-
29
-
-
0028199319
-
Analysis and prediction of chaos in rainfall and stream flow time series
-
Jayawardena A.W., and Lai F. Analysis and prediction of chaos in rainfall and stream flow time series. Journal of Hydrology 153 (1994) 23-52
-
(1994)
Journal of Hydrology
, vol.153
, pp. 23-52
-
-
Jayawardena, A.W.1
Lai, F.2
-
31
-
-
14944374458
-
Detection and predictive modeling of chaos in finite hydrological time series
-
Khan S., Ganguly A.R., and Saigal S. Detection and predictive modeling of chaos in finite hydrological time series. Nonlinear Processes in Geophysics 12 (2005) 41-53
-
(2005)
Nonlinear Processes in Geophysics
, vol.12
, pp. 41-53
-
-
Khan, S.1
Ganguly, A.R.2
Saigal, S.3
-
33
-
-
0029620342
-
Atmospheric ozone trends and other factors of surface ultraviolet radiation variability
-
Kondratyev K.Y., Pokrovsky O.M., and Varotsos C.A. Atmospheric ozone trends and other factors of surface ultraviolet radiation variability. Environmental Conservation 22 (1995) 259-261
-
(1995)
Environmental Conservation
, vol.22
, pp. 259-261
-
-
Kondratyev, K.Y.1
Pokrovsky, O.M.2
Varotsos, C.A.3
-
34
-
-
0034670351
-
Intraseasonal and Interannual Variability of Rainfall over India
-
Krishnamurthy V., and Shukla J. Intraseasonal and Interannual Variability of Rainfall over India. Journal of Climate 13 (2000) 4366-4377
-
(2000)
Journal of Climate
, vol.13
, pp. 4366-4377
-
-
Krishnamurthy, V.1
Shukla, J.2
-
35
-
-
0000632352
-
Experiments in short-term precipitation forecasting using artificial neural networks
-
Kuligowski R.J., and Barros A.P. Experiments in short-term precipitation forecasting using artificial neural networks. Monthly Weather Review 126 (1998) 470-482
-
(1998)
Monthly Weather Review
, vol.126
, pp. 470-482
-
-
Kuligowski, R.J.1
Barros, A.P.2
-
36
-
-
0000954408
-
A neural network short-term forecast of significant thunderstorms
-
McCann D.W. A neural network short-term forecast of significant thunderstorms. Weather and Forecasting 7 (1992) 525-534
-
(1992)
Weather and Forecasting
, vol.7
, pp. 525-534
-
-
McCann, D.W.1
-
37
-
-
0033957764
-
Neural networks for the prediction and forecasting of water resources variables: a review of modelling issues and applications
-
Maier H.R., and Dandy G.C. Neural networks for the prediction and forecasting of water resources variables: a review of modelling issues and applications. Environmental modeling and Software 15 (2000) 101-124
-
(2000)
Environmental modeling and Software
, vol.15
, pp. 101-124
-
-
Maier, H.R.1
Dandy, G.C.2
-
38
-
-
33947364020
-
Prediction of occurrence and quantity of daily summer monsoon precipitation over Orissa (India)
-
Mohanty U.C., and Mohapatra M. Prediction of occurrence and quantity of daily summer monsoon precipitation over Orissa (India). Meteorological Applications 14 (2007) 95-103
-
(2007)
Meteorological Applications
, vol.14
, pp. 95-103
-
-
Mohanty, U.C.1
Mohapatra, M.2
-
40
-
-
0003811440
-
-
John Wiley & Sons, Inc. New York, NY, USA
-
Pal, S.K. and Mitra, S., 1999. Neuro-Fuzzy Pattern Recognition: Methods in Soft Computing, John Wiley & Sons, Inc. New York, NY, USA.
-
(1999)
Neuro-Fuzzy Pattern Recognition: Methods in Soft Computing
-
-
Pal, S.K.1
Mitra, S.2
-
41
-
-
0343339858
-
Prediction of PM2.5 concentrations several hours in advance using neural networks in Santiago, Chile
-
Perez P., Trier A., and Reyes J. Prediction of PM2.5 concentrations several hours in advance using neural networks in Santiago, Chile. Atmospheric Environment 34 (2000) 1189-1196
-
(2000)
Atmospheric Environment
, vol.34
, pp. 1189-1196
-
-
Perez, P.1
Trier, A.2
Reyes, J.3
-
43
-
-
0010982762
-
Prediction of Indian summer monsoon: Status, problems and prospects
-
Rajeevan M. Prediction of Indian summer monsoon: Status, problems and prospects. Current Science 81 (2001) 1451-1457
-
(2001)
Current Science
, vol.81
, pp. 1451-1457
-
-
Rajeevan, M.1
-
44
-
-
10644287862
-
Artificial neural network technique for rainfall forecasting applied to the Sao Paulo region
-
Ramirez M.C.V., de Campos Velho H.F., and Ferreira N.J. Artificial neural network technique for rainfall forecasting applied to the Sao Paulo region. Journal of Hydrology 301 (2005) 146-162
-
(2005)
Journal of Hydrology
, vol.301
, pp. 146-162
-
-
Ramirez, M.C.V.1
de Campos Velho, H.F.2
Ferreira, N.J.3
-
45
-
-
4544370301
-
Equatorial East Indian Ocean sea surface temperature: A new predictor for seasonal and annual rainfall
-
Reddy P.R.C., and Salvekar P.S. Equatorial East Indian Ocean sea surface temperature: A new predictor for seasonal and annual rainfall. Current Science 85 (2003) 1600-1604
-
(2003)
Current Science
, vol.85
, pp. 1600-1604
-
-
Reddy, P.R.C.1
Salvekar, P.S.2
-
48
-
-
39049110215
-
Forecasting time series data using hybrid grey relational artificial neural network and autoregressive integrated moving average model
-
Sallehuddin R., Shamsuddin S.M.H., Hashim S.Z.M., and Abraham A. Forecasting time series data using hybrid grey relational artificial neural network and autoregressive integrated moving average model. Neural Network World 6 (2007) 573-605
-
(2007)
Neural Network World
, vol.6
, pp. 573-605
-
-
Sallehuddin, R.1
Shamsuddin, S.M.H.2
Hashim, S.Z.M.3
Abraham, A.4
-
49
-
-
0024226014
-
The Generation of Global Rotational Flow by Steady Idealized Tropical Divergengence
-
Sardeshmukh P.D., and Hoskins B.J. The Generation of Global Rotational Flow by Steady Idealized Tropical Divergengence. J. Atmos. Sci. 45 (1988) 1228-1251
-
(1988)
J. Atmos. Sci.
, vol.45
, pp. 1228-1251
-
-
Sardeshmukh, P.D.1
Hoskins, B.J.2
-
51
-
-
0025621741
-
Time scales and variability of area-averaged tropical oceanic rainfall
-
Shin K.S., North G.R., Ahn Y.S., and Arkin P.A. Time scales and variability of area-averaged tropical oceanic rainfall. Monthly Weather Review 118 (1990) 1507-1516
-
(1990)
Monthly Weather Review
, vol.118
, pp. 1507-1516
-
-
Shin, K.S.1
North, G.R.2
Ahn, Y.S.3
Arkin, P.A.4
-
52
-
-
0034127203
-
Artificial neural networks and long-range precipitation prediction in California
-
Silverman D., and Dracup J.A. Artificial neural networks and long-range precipitation prediction in California. Journal of Applied Meteorology 39 (2000) 57-66
-
(2000)
Journal of Applied Meteorology
, vol.39
, pp. 57-66
-
-
Silverman, D.1
Dracup, J.A.2
-
53
-
-
0032583308
-
Long term estimation of monsoon rainfall using stochastic models
-
Singh C.V. Long term estimation of monsoon rainfall using stochastic models. Int. J. Climatol. 18 14 (1998) 1611-1624
-
(1998)
Int. J. Climatol.
, vol.18
, Issue.14
, pp. 1611-1624
-
-
Singh, C.V.1
-
54
-
-
0035971513
-
Is a chaotic multi-fractal approach for rainfall possible?
-
Sivakumar B. Is a chaotic multi-fractal approach for rainfall possible?. Hydrological Processes 15 (2001) 943-955
-
(2001)
Hydrological Processes
, vol.15
, pp. 943-955
-
-
Sivakumar, B.1
-
55
-
-
34248184529
-
The use of time series modelling for the determination of rainfall climates of Iran
-
Soltani S., Modarres R., and Eslamian S.S. The use of time series modelling for the determination of rainfall climates of Iran. Int. J. Climatol. 27 6 (2007) 819-829
-
(2007)
Int. J. Climatol.
, vol.27
, Issue.6
, pp. 819-829
-
-
Soltani, S.1
Modarres, R.2
Eslamian, S.S.3
-
57
-
-
27744467138
-
A comparative study of autoregressive neural network hybrids
-
Temizel T.T., and Caset M.C. A comparative study of autoregressive neural network hybrids. Neural Networks 5-6 (2005) 781-789
-
(2005)
Neural Networks
, vol.5-6
, pp. 781-789
-
-
Temizel, T.T.1
Caset, M.C.2
-
58
-
-
0034694775
-
Comparison of short-term rainfall prediction models for real-time flood forecasting
-
Toth E., Brath A., and Montanari V. Comparison of short-term rainfall prediction models for real-time flood forecasting. J. Hydrol. 239 (2000) 132-147
-
(2000)
J. Hydrol.
, vol.239
, pp. 132-147
-
-
Toth, E.1
Brath, A.2
Montanari, V.3
-
59
-
-
0034296647
-
Stationary and integrated autoregressive neural network processes
-
Trapletti A., Leisch F., and Hornick K. Stationary and integrated autoregressive neural network processes. Neural Computation 10 (2000) 2427-2450
-
(2000)
Neural Computation
, vol.10
, pp. 2427-2450
-
-
Trapletti, A.1
Leisch, F.2
Hornick, K.3
-
60
-
-
43549123551
-
Tropospheric aerosol forcing of climate: a case study for the greater area of Greece
-
Tzanis C., and Varotsos C.A. Tropospheric aerosol forcing of climate: a case study for the greater area of Greece. International Journal of Remote Sensing 29 (2008) 2507-2517
-
(2008)
International Journal of Remote Sensing
, vol.29
, pp. 2507-2517
-
-
Tzanis, C.1
Varotsos, C.A.2
-
61
-
-
25144504295
-
Modern computational techniques for environmental data; Application to the global ozone layer
-
(ICCS 2005, PT 3 Book Series: Lecture notes in computer science)
-
Varotsos C. Modern computational techniques for environmental data; Application to the global ozone layer. Computational Science 3516 (2005) 504-510 (ICCS 2005, PT 3 Book Series: Lecture notes in computer science)
-
(2005)
Computational Science
, vol.3516
, pp. 504-510
-
-
Varotsos, C.1
-
62
-
-
33748692217
-
Long-memory processes in ozone and temperature variations at the region 60 degrees S-60 degrees N
-
Varotsos C., and Krik-Davidoff D. Long-memory processes in ozone and temperature variations at the region 60 degrees S-60 degrees N. Atmospheric Chemistry and Physics 6 (2006) 4093-4100
-
(2006)
Atmospheric Chemistry and Physics
, vol.6
, pp. 4093-4100
-
-
Varotsos, C.1
Krik-Davidoff, D.2
-
63
-
-
33846953515
-
Technical Note: Long-term memory effect in the atmospheric CO2 concentration at Mauna Loa
-
Varotsos C., Assimakopoulos M.N., and Efstathiou M. Technical Note: Long-term memory effect in the atmospheric CO2 concentration at Mauna Loa. Atmospheric Chemistry and Physics 7 (2007) 629-634
-
(2007)
Atmospheric Chemistry and Physics
, vol.7
, pp. 629-634
-
-
Varotsos, C.1
Assimakopoulos, M.N.2
Efstathiou, M.3
-
64
-
-
0029477061
-
Trend estimation and regression analysis in climatological time series: An application of structural time series models and the Kalman filter
-
Visser H., and Molenaar J. Trend estimation and regression analysis in climatological time series: An application of structural time series models and the Kalman filter. J. Climate 8 (1995) 969-979
-
(1995)
J. Climate
, vol.8
, pp. 969-979
-
-
Visser, H.1
Molenaar, J.2
-
65
-
-
0032170226
-
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
-
67
-
-
0029479101
-
Selecting a model for detecting the presence of a trend
-
Woodward W.A., and Gray H.L. Selecting a model for detecting the presence of a trend. J. Climate 8 (1995) 1929-1937
-
(1995)
J. Climate
, vol.8
, pp. 1929-1937
-
-
Woodward, W.A.1
Gray, H.L.2
-
68
-
-
0027832511
-
Global warming and the problem of testing for trend in time series data
-
Woodward W.A., and Gray H.L. Global warming and the problem of testing for trend in time series data. J. Climate 6 (1993) 953-962
-
(1993)
J. Climate
, vol.6
, pp. 953-962
-
-
Woodward, W.A.1
Gray, H.L.2
|