-
1
-
-
67349226876
-
Long-term precipitation variability on thunderstorm days in Poland (1951-2000)
-
Bielec-Bakowska S., Lupikasza E. Long-term precipitation variability on thunderstorm days in Poland (1951-2000). Atmos. Res. 2009, 93:506-515.
-
(2009)
Atmos. Res.
, vol.93
, pp. 506-515
-
-
Bielec-Bakowska, S.1
Lupikasza, E.2
-
2
-
-
0000437839
-
Prediction of extreme precipitation using a neural network: application to summer flood occurrence in Moravia
-
Bodri L., Cermak V. Prediction of extreme precipitation using a neural network: application to summer flood occurrence in Moravia. Adv. Eng. Softw. 2000, 31:211-221.
-
(2000)
Adv. Eng. Softw.
, vol.31
, pp. 211-221
-
-
Bodri, L.1
Cermak, V.2
-
3
-
-
0003713292
-
-
MIT Press, Cambridge, MA, USA
-
Caudill M., Butler C. Understanding Neural Networks; Computer Explorations 1992, 310. MIT Press, Cambridge, MA, USA.
-
(1992)
Understanding Neural Networks; Computer Explorations
, pp. 310
-
-
Caudill, M.1
Butler, C.2
-
5
-
-
0031172117
-
Comparing neural networks and regression models for ozone forecasting
-
Comrie A.C. Comparing neural networks and regression models for ozone forecasting. J. Air Waste Manage. 1997, 47:653-663.
-
(1997)
J. Air Waste Manage.
, vol.47
, pp. 653-663
-
-
Comrie, A.C.1
-
6
-
-
38049027371
-
Performance of neural network models with Kalman learning rule for flow routing in a river system
-
Diamantopoulou M.J., Georgiou P.E., Papamichail D.M. Performance of neural network models with Kalman learning rule for flow routing in a river system. Fresenius Environ. Bull. 2007, 16(11b):1474-1484.
-
(2007)
Fresenius Environ. Bull.
, vol.16
, Issue.11 B
, pp. 1474-1484
-
-
Diamantopoulou, M.J.1
Georgiou, P.E.2
Papamichail, D.M.3
-
7
-
-
70450222541
-
Preliminary results of a 30-year daily rainfall data base in southern Italy
-
Federico S., Avolio E., Pasqualoni L., De Leo L., Sempreviva A.M., Bellecci C. Preliminary results of a 30-year daily rainfall data base in southern Italy. Atmos. Res. 2009, 94:641-651.
-
(2009)
Atmos. Res.
, vol.94
, pp. 641-651
-
-
Federico, S.1
Avolio, E.2
Pasqualoni, L.3
De Leo, L.4
Sempreviva, A.M.5
Bellecci, C.6
-
8
-
-
14844322189
-
Prediction of total monthly rainfall in Jordan using feed forward back propagation method
-
Freiwan M., Cigizoglu H.K. Prediction of total monthly rainfall in Jordan using feed forward back propagation method. Fresenius Environ. Bull. 2005, 14(2):142-151.
-
(2005)
Fresenius Environ. Bull.
, vol.14
, Issue.2
, pp. 142-151
-
-
Freiwan, M.1
Cigizoglu, H.K.2
-
9
-
-
0027007868
-
Rainfall forecasting in space and time using neural network
-
French M.N., Krajewski W.F., Cuykendall R.R. Rainfall forecasting in space and time using neural network. J. Hydrol. 1992, 137:1-31.
-
(1992)
J. Hydrol.
, vol.137
, pp. 1-31
-
-
French, M.N.1
Krajewski, W.F.2
Cuykendall, R.R.3
-
10
-
-
0035370678
-
Quantitative flood forecasting using multisensor data and neural networks
-
Gwangseob K., Ana P.B. Quantitative flood forecasting using multisensor data and neural networks. J. Hydrol. 2001, 246:45-62.
-
(2001)
J. Hydrol.
, vol.246
, pp. 45-62
-
-
Gwangseob, K.1
Ana, P.B.2
-
11
-
-
77949419455
-
Future changes in the relationship of precipitation intensity in Eastern Mediterranean with large scale circulation
-
Hatzaki M., Flocas H.A., Oikonomou C., Giannakopoulos C. Future changes in the relationship of precipitation intensity in Eastern Mediterranean with large scale circulation. Adv. Geosci. 2010, 23:31-36.
-
(2010)
Adv. Geosci.
, vol.23
, pp. 31-36
-
-
Hatzaki, M.1
Flocas, H.A.2
Oikonomou, C.3
Giannakopoulos, C.4
-
13
-
-
0020118274
-
Neural networks and physical systems with emergent collective computational abilities
-
Hopfield J.J. Neural networks and physical systems with emergent collective computational abilities. PNAS 1982, 9:2554-2558.
-
(1982)
PNAS
, vol.9
, pp. 2554-2558
-
-
Hopfield, J.J.1
-
14
-
-
0001041635
-
Learning algorithms and probability distributions in feed-forward and feed-back networks
-
Hopfield J.J. Learning algorithms and probability distributions in feed-forward and feed-back networks. PNAS 1987, 84:8429-8433.
-
(1987)
PNAS
, vol.84
, pp. 8429-8433
-
-
Hopfield, J.J.1
-
15
-
-
39549109587
-
Summary for policymakers
-
Cambridge University Press, Cambridge, United Kingdom/New York, NY, USA, S. Solomon, D. Qin, M. Manning, Z. Chen, M. Marquis, K.B. Averyt, M. Tignor, H.L. Miller (Eds.), IPCC
-
IPCC Summary for policymakers. Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change 2007, Cambridge University Press, Cambridge, United Kingdom/New York, NY, USA. S. Solomon, D. Qin, M. Manning, Z. Chen, M. Marquis, K.B. Averyt, M. Tignor, H.L. Miller (Eds.).
-
(2007)
Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change
-
-
-
16
-
-
79956068339
-
Medium term forecasting of rainfall using artificial neural networks
-
The Modeling and Simulation Society of Australia and New Zealand Inc, Melbourne, Australia
-
Iseri Y., Dandy G.C., Maier H.R., Kawamura A., Jinno K. Medium term forecasting of rainfall using artificial neural networks. Proceedings of the International Congress on Modeling and Simulation. Advances and Applications for Management and Decision Making 2005, 1834-1840. The Modeling and Simulation Society of Australia and New Zealand Inc, Melbourne, Australia.
-
(2005)
Proceedings of the International Congress on Modeling and Simulation. Advances and Applications for Management and Decision Making
, pp. 1834-1840
-
-
Iseri, Y.1
Dandy, G.C.2
Maier, H.R.3
Kawamura, A.4
Jinno, K.5
-
17
-
-
0034739912
-
Neural networks and periodic components used in air quality forecasting
-
Kolehmainen M., Martikainen H., Ruuskanen J. Neural networks and periodic components used in air quality forecasting. Atmos. Environ. 2001, 35:815-825.
-
(2001)
Atmos. Environ.
, vol.35
, pp. 815-825
-
-
Kolehmainen, M.1
Martikainen, H.2
Ruuskanen, J.3
-
18
-
-
77957229330
-
-
Greece, Elsevier, Amsterdam, C.A.C. Embleton (Ed.)
-
Koukis G.C., Koutsoyiannis D. Geomorphological Hazards of Europe 1997, 215-241. Greece, Elsevier, Amsterdam. C.A.C. Embleton (Ed.).
-
(1997)
Geomorphological Hazards of Europe
, pp. 215-241
-
-
Koukis, G.C.1
Koutsoyiannis, D.2
-
19
-
-
0034737033
-
A study of optimal model lag and spatial inputs to artificial neural networks for rainfall forecasting
-
Luck K.C., Ball J.E., Sharma A. A study of optimal model lag and spatial inputs to artificial neural networks for rainfall forecasting. J. Hydrol. 2000, 227(1-4):56-65.
-
(2000)
J. Hydrol.
, vol.227
, Issue.1-4
, pp. 56-65
-
-
Luck, K.C.1
Ball, J.E.2
Sharma, A.3
-
20
-
-
33846622899
-
Sounding-derived indices for neural network based short-term thunderstorm and rainfall forecasts
-
Manzatο Α. Sounding-derived indices for neural network based short-term thunderstorm and rainfall forecasts. Atmos. Res. 2007, 83:349-365.
-
(2007)
Atmos. Res.
, vol.83
, pp. 349-365
-
-
Manzatο, Α.1
-
21
-
-
77957774873
-
Optimum neural network architecture for precipitation prediction of Myanmmar
-
Mar K.W., Naing T.T. Optimum neural network architecture for precipitation prediction of Myanmmar. World Acad. Sci. Eng. Technol. 2008, 38:130-134.
-
(2008)
World Acad. Sci. Eng. Technol.
, vol.38
, pp. 130-134
-
-
Mar, K.W.1
Naing, T.T.2
-
22
-
-
33746925276
-
Neural-network approach to ground-based passive microwave estimation of precipitation intensity and extinction
-
Marzano F.S., Fionda E., Ciotti P. Neural-network approach to ground-based passive microwave estimation of precipitation intensity and extinction. J. Hydrol. 2006, 328:121-131.
-
(2006)
J. Hydrol.
, vol.328
, pp. 121-131
-
-
Marzano, F.S.1
Fionda, E.2
Ciotti, P.3
-
23
-
-
67349163248
-
A study of a heavy rainfall event and a tornado outbreak during the passage of a squall line over Catalonia
-
Mateo J., Ballart D., Brucet C., Aran M., Bech J. A study of a heavy rainfall event and a tornado outbreak during the passage of a squall line over Catalonia. Atmos. Res. 2009, 93:131-146.
-
(2009)
Atmos. Res.
, vol.93
, pp. 131-146
-
-
Mateo, J.1
Ballart, D.2
Brucet, C.3
Aran, M.4
Bech, J.5
-
24
-
-
51249194645
-
A logical calculus of the ideas imminent in nervous activity
-
McCulloch W., Pitts W. A logical calculus of the ideas imminent in nervous activity. Bull. Math. Biophys. 1943, 5:33-115.
-
(1943)
Bull. Math. Biophys.
, vol.5
, pp. 33-115
-
-
McCulloch, W.1
Pitts, W.2
-
25
-
-
0034164401
-
Neural network model for predicting peak photochemical pollutant levels
-
Melas D., Kioutsoukis I., Ziomas I. Neural network model for predicting peak photochemical pollutant levels. J. Air Waste Manage. 2000, 50:495-501.
-
(2000)
J. Air Waste Manage.
, vol.50
, pp. 495-501
-
-
Melas, D.1
Kioutsoukis, I.2
Ziomas, I.3
-
26
-
-
0033045318
-
Variability of precipitation pattern in Greece during the year
-
Metaxas D.A., Philandras C.M., Nastos P.T., Repapis C.C. Variability of precipitation pattern in Greece during the year. Fresenius Environ. Bull. 1999, 8(1-2):1-6.
-
(1999)
Fresenius Environ. Bull.
, vol.8
, Issue.1-2
, pp. 1-6
-
-
Metaxas, D.A.1
Philandras, C.M.2
Nastos, P.T.3
Repapis, C.C.4
-
27
-
-
0035442696
-
Classification of rainfall variability by using artificial neural networks
-
Michaelides S.C., Pattichis C.S., Kleovoulou G. Classification of rainfall variability by using artificial neural networks. Int. J. Climatol. 2001, 21:1401-1414.
-
(2001)
Int. J. Climatol.
, vol.21
, pp. 1401-1414
-
-
Michaelides, S.C.1
Pattichis, C.S.2
Kleovoulou, G.3
-
28
-
-
67949089846
-
24 hours in advance forecasting of thermal comfort-discomfort levels during the hot period of the year at representative locations of Athens city, Greece
-
Moustris K., Ziomas I.C., Paliatsos A.G. 24 hours in advance forecasting of thermal comfort-discomfort levels during the hot period of the year at representative locations of Athens city, Greece. Fresenius Environ. Bull. 2009, 18(5):601-608.
-
(2009)
Fresenius Environ. Bull.
, vol.18
, Issue.5
, pp. 601-608
-
-
Moustris, K.1
Ziomas, I.C.2
Paliatsos, A.G.3
-
31
-
-
77954496496
-
Tornado activity in Greece within the 20th century
-
Nastos P.T., Matsangouras J.T. Tornado activity in Greece within the 20th century. Adv. Geosci. 2010, 26:49-51.
-
(2010)
Adv. Geosci.
, vol.26
, pp. 49-51
-
-
Nastos, P.T.1
Matsangouras, J.T.2
-
32
-
-
34247571331
-
On extreme daily precipitation totals at Athens, Greece
-
Nastos P.T., Zerefos C.S. On extreme daily precipitation totals at Athens, Greece. Adv. Geosci. 2007, 10:59-66.
-
(2007)
Adv. Geosci.
, vol.10
, pp. 59-66
-
-
Nastos, P.T.1
Zerefos, C.S.2
-
33
-
-
42149112263
-
Decadal changes in extreme daily precipitation in Greece
-
Nastos P.T., Zerefos C.S. Decadal changes in extreme daily precipitation in Greece. Adv. Geosci. 2008, 16:55-62.
-
(2008)
Adv. Geosci.
, vol.16
, pp. 55-62
-
-
Nastos, P.T.1
Zerefos, C.S.2
-
34
-
-
70449686638
-
Spatial and temporal variability of consecutive dry and wet days in Greece
-
Nastos P.T., Zerefos C.S. Spatial and temporal variability of consecutive dry and wet days in Greece. Atmos. Res. 2009, 94:616-628.
-
(2009)
Atmos. Res.
, vol.94
, pp. 616-628
-
-
Nastos, P.T.1
Zerefos, C.S.2
-
35
-
-
0034536962
-
Artificial neural network estimation of rainfall intensity from radar observations
-
Orlandini S., Morlini I. Artificial neural network estimation of rainfall intensity from radar observations. J. Geophys. Res. 2000, 105(D20):24849-24861.
-
(2000)
J. Geophys. Res.
, vol.105
, Issue.D20
, pp. 24849-24861
-
-
Orlandini, S.1
Morlini, I.2
-
36
-
-
20044389680
-
Characteristics of precipitation in Athens area, Greece
-
Paliatsos A.G., Nastos P.T., Tzavelas G., Panagiotakos D.B. Characteristics of precipitation in Athens area, Greece. Fresenius Environ. Bull. 2005, 14(5):422-428.
-
(2005)
Fresenius Environ. Bull.
, vol.14
, Issue.5
, pp. 422-428
-
-
Paliatsos, A.G.1
Nastos, P.T.2
Tzavelas, G.3
Panagiotakos, D.B.4
-
37
-
-
34248390876
-
Development and assessment of neural network and multiple regression models in order to predict PM10 levels in a medium-sized Mediterranean city
-
Papanastasiou D.K., Melas D., Kioutsioukis I. Development and assessment of neural network and multiple regression models in order to predict PM10 levels in a medium-sized Mediterranean city. Water Air Soil Pollut. 2007, 182:325-334.
-
(2007)
Water Air Soil Pollut.
, vol.182
, pp. 325-334
-
-
Papanastasiou, D.K.1
Melas, D.2
Kioutsioukis, I.3
-
38
-
-
77949401088
-
Study of the rain intensity in Athens and Thessaloniki, Greece
-
Philandras C.M., Nastos P.T., Paliatsos A.G., Repapis C.C. Study of the rain intensity in Athens and Thessaloniki, Greece. Adv. Geosci. 2010, 23:37-45.
-
(2010)
Adv. Geosci.
, vol.23
, pp. 37-45
-
-
Philandras, C.M.1
Nastos, P.T.2
Paliatsos, A.G.3
Repapis, C.C.4
-
39
-
-
84870252533
-
Study of the precipitation trends in the Mediterranean region
-
(in Greek)
-
Philandras C.M., Douvis K.C., Nastos P.T., Tselioudis G.B., Zerefos C.S. Study of the precipitation trends in the Mediterranean region. Proceedings of the 10th Conference on Climatology, Meteorology and Atmospheric Physics (COMECAP2010), 25-28/5/2010, Patras, Greece 2010, 785-792. (in Greek).
-
(2010)
Proceedings of the 10th Conference on Climatology, Meteorology and Atmospheric Physics (COMECAP2010), 25-28/5/2010, Patras, Greece
, pp. 785-792
-
-
Philandras, C.M.1
Douvis, K.C.2
Nastos, P.T.3
Tselioudis, G.B.4
Zerefos, C.S.5
-
40
-
-
70449678594
-
North Atlantic Oscillation influence and weather types associated with winter total and extreme precipitation events in Spain
-
Queralt S., Hernández E., Barriopedro D., Gallego D., Ribera P., Casanova C. North Atlantic Oscillation influence and weather types associated with winter total and extreme precipitation events in Spain. Atmos. Res. 2009, 94:675-683.
-
(2009)
Atmos. Res.
, vol.94
, pp. 675-683
-
-
Queralt, S.1
Hernández, E.2
Barriopedro, D.3
Gallego, D.4
Ribera, P.5
Casanova, C.6
-
41
-
-
11144273669
-
The Perceptron: a probabilistic model for information storage and organization in the brain
-
Rosenblatt F. The Perceptron: a probabilistic model for information storage and organization in the brain. Psychol. Rev. 1958, 65(6):386-408.
-
(1958)
Psychol. Rev.
, vol.65
, Issue.6
, pp. 386-408
-
-
Rosenblatt, F.1
-
42
-
-
0034105661
-
All India summer monsoon rainfall prediction using an artificial neural network
-
Sahai A.K., Soman M.K., Satyan V. All India summer monsoon rainfall prediction using an artificial neural network. Clim. Dyn. 2000, 16:291-302.
-
(2000)
Clim. Dyn.
, vol.16
, pp. 291-302
-
-
Sahai, A.K.1
Soman, M.K.2
Satyan, V.3
-
43
-
-
1842613520
-
Prediction of the total rainfall amount during August and November in the Athens area, Greece
-
Sakellariou N.K., Kambezidis H.D. Prediction of the total rainfall amount during August and November in the Athens area, Greece. Fresenius Environ. Bull. 2004, 13(3):289-292.
-
(2004)
Fresenius Environ. Bull.
, vol.13
, Issue.3
, pp. 289-292
-
-
Sakellariou, N.K.1
Kambezidis, H.D.2
-
44
-
-
33749656875
-
Dissolved oxygen estimation using artificial neural network for water quality control
-
Sengorur B., Dogan E., Koklu R., Samandar A. Dissolved oxygen estimation using artificial neural network for water quality control. Fresenius Environ. Bull. 2006, 15(9):1064-1067.
-
(2006)
Fresenius Environ. Bull.
, vol.15
, Issue.9
, pp. 1064-1067
-
-
Sengorur, B.1
Dogan, E.2
Koklu, R.3
Samandar, A.4
-
45
-
-
0034127203
-
Artificial neural networks and long-range precipitation predictions in California
-
Silverman D., Dracup J.A. Artificial neural networks and long-range precipitation predictions in California. J. Appl. Meteorol. 2000, 39(1):57-66.
-
(2000)
J. Appl. Meteorol.
, vol.39
, Issue.1
, pp. 57-66
-
-
Silverman, D.1
Dracup, J.A.2
-
46
-
-
70449698039
-
Areal distribution and precipitation-altitude relationship of heavy short-term precipitation in the Czech Republic in the warm part of the year
-
Sokol Z., Bližňák V. Areal distribution and precipitation-altitude relationship of heavy short-term precipitation in the Czech Republic in the warm part of the year. Atmos. Res. 2009, 94:652-662.
-
(2009)
Atmos. Res.
, vol.94
, pp. 652-662
-
-
Sokol, Z.1
Bližňák, V.2
-
47
-
-
60649085453
-
Irreversible climate change due to carbon dioxide emissions
-
Solomon S., Plattner G.-K., Knutti R., Friedlingstein P. Irreversible climate change due to carbon dioxide emissions. PNAS 2009, 106(6):1704-1709.
-
(2009)
PNAS
, vol.106
, Issue.6
, pp. 1704-1709
-
-
Solomon, S.1
Plattner, G.-K.2
Knutti, R.3
Friedlingstein, P.4
-
48
-
-
79551717905
-
Models for exceedances over high thresholds of the precipitation totals over Athens
-
Tzavelas G., Paliatsos A.G., Nastos P.T. Models for exceedances over high thresholds of the precipitation totals over Athens. Greece. Nat. Hazard Earth Syst. 2010, 10:105-108.
-
(2010)
Greece. Nat. Hazard Earth Syst.
, vol.10
, pp. 105-108
-
-
Tzavelas, G.1
Paliatsos, A.G.2
Nastos, P.T.3
-
49
-
-
0040842491
-
Air pollution exposure monitoring and estimation Part II. Model evaluation and population exposure
-
Walker S.E., Slordal H.L., Guerreiro C., Gram F., Gronskei E.K. Air pollution exposure monitoring and estimation Part II. Model evaluation and population exposure. J. Environ. Monit. 1999, 1:321-326.
-
(1999)
J. Environ. Monit.
, vol.1
, pp. 321-326
-
-
Walker, S.E.1
Slordal, H.L.2
Guerreiro, C.3
Gram, F.4
Gronskei, E.K.5
-
50
-
-
45449094759
-
Use of geostationary meteorological satellite images in convective rain estimation for flash-flood forecasting
-
Wardah T., Abu Bakar S.H., Bardossy A., Maznorizan M. Use of geostationary meteorological satellite images in convective rain estimation for flash-flood forecasting. J. Hydrol. 2008, 356:283-298.
-
(2008)
J. Hydrol.
, vol.356
, pp. 283-298
-
-
Wardah, T.1
Abu Bakar, S.H.2
Bardossy, A.3
Maznorizan, M.4
-
51
-
-
0003529238
-
Beyond regression: new tools for prediction and analysis in the behavioural sciences
-
Ph.D. dissertation, Committee on Applied Mathematics, Harvard University, Cambridge, MA.
-
Werbos, P., 1974. Beyond regression: new tools for prediction and analysis in the behavioural sciences. Ph.D. dissertation, Committee on Applied Mathematics, Harvard University, Cambridge, MA.
-
(1974)
-
-
Werbos, P.1
-
52
-
-
0001069312
-
Statistics for the evaluation and comparison of models
-
Willmott C.J., Ackleson S.G., Davis R.E., Feddema J.J., Klink K.M., Legates D.R., O'Donnell J., Rowe C. Statistics for the evaluation and comparison of models. J. Geophys. Res. 1985, 90:8995-9005.
-
(1985)
J. Geophys. Res.
, vol.90
, pp. 8995-9005
-
-
Willmott, C.J.1
Ackleson, S.G.2
Davis, R.E.3
Feddema, J.J.4
Klink, K.M.5
Legates, D.R.6
O'Donnell, J.7
Rowe, C.8
-
53
-
-
0020386641
-
Some comments on the evaluation of model performance
-
Wilmott C.J. Some comments on the evaluation of model performance. Bull. Am. Meteorol. Soc. 1982, 63(11):1309-1313.
-
(1982)
Bull. Am. Meteorol. Soc.
, vol.63
, Issue.11
, pp. 1309-1313
-
-
Wilmott, C.J.1
-
54
-
-
0030425132
-
Climate sensitivity analysis using neural networks
-
Zwick A., Canarelli P. Climate sensitivity analysis using neural networks. Fresenius Environ. Bull. 1996, 5(11/12):700-705.
-
(1996)
Fresenius Environ. Bull.
, vol.5
, Issue.11-12
, pp. 700-705
-
-
Zwick, A.1
Canarelli, P.2
-
55
-
-
2442716146
-
On the role of statistics in climate research
-
Zwiers F.W., Von Storch H. On the role of statistics in climate research. Int. J. Climatol. 2004, 24:665-680.
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(2004)
Int. J. Climatol.
, vol.24
, pp. 665-680
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Zwiers, F.W.1
Von Storch, H.2
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