-
1
-
-
84954403054
-
Forecasting PM10 in Algiers: efficacy of multilayer perceptron networks
-
Abderrahim, H., Chellali, M.R., Hamou, A., Forecasting PM10 in Algiers: efficacy of multilayer perceptron networks. Environ. Sci. Pollut. Res. 23 (2016), 1634–1641, 10.1007/s11356-015-5406-6.
-
(2016)
Environ. Sci. Pollut. Res.
, vol.23
, pp. 1634-1641
-
-
Abderrahim, H.1
Chellali, M.R.2
Hamou, A.3
-
2
-
-
84865538109
-
An integrated approach to identify the origin of PM10 exceedances
-
Amodio, M., Andriani, E., de Gennaro, G., Demarinis Loiotile, A., Di Gilio, A., Piacentino, M.C., An integrated approach to identify the origin of PM10 exceedances. Environ. Sci. Pollut. Res. 19 (2012), 3132–3141, 10.1007/s11356-012-0804-5.
-
(2012)
Environ. Sci. Pollut. Res.
, vol.19
, pp. 3132-3141
-
-
Amodio, M.1
Andriani, E.2
de Gennaro, G.3
Demarinis Loiotile, A.4
Di Gilio, A.5
Piacentino, M.C.6
-
3
-
-
84922566952
-
Analysis of surface ozone using a recurrent neural network
-
Biancofiore, F., Verdecchia, M., Di Carlo, P., Tomassetti, B., Aruffo, E., Busilacchio, M., Bianco, S., Di Tommaso, S., Colangeli, C., Analysis of surface ozone using a recurrent neural network. Sci. Total. Environ. 514 (2015), 379–387, 10.1016/j.scitotenv.2015.01.106.
-
(2015)
Sci. Total. Environ.
, vol.514
, pp. 379-387
-
-
Biancofiore, F.1
Verdecchia, M.2
Di Carlo, P.3
Tomassetti, B.4
Aruffo, E.5
Busilacchio, M.6
Bianco, S.7
Di Tommaso, S.8
Colangeli, C.9
-
4
-
-
0011750496
-
Artificial Neural Networks: an Introduction to ANN Theory and Practice
-
Springer-Verlag London
-
Braspenning, P.J., Thuijsman, F., Weijters, A.J.M.M., Artificial Neural Networks: an Introduction to ANN Theory and Practice. 1995, Springer-Verlag, London.
-
(1995)
-
-
Braspenning, P.J.1
Thuijsman, F.2
Weijters, A.J.M.M.3
-
5
-
-
34547562969
-
Evolution of surface ozone in central Italy based on observations and statistical model
-
Di Carlo, P., Pitari, G., Mancini, E., Gentile, S., Pichelli, E., Visconti, G., Evolution of surface ozone in central Italy based on observations and statistical model. J. Geophys. Res., 112, 2007, D10316, 10.1029/2006JD007900.
-
(2007)
J. Geophys. Res.
, vol.112
, pp. D10316
-
-
Di Carlo, P.1
Pitari, G.2
Mancini, E.3
Gentile, S.4
Pichelli, E.5
Visconti, G.6
-
6
-
-
78149359285
-
A non-linear analysis to detect the origin of PM10 concentrations in Northern Italy
-
Carnevale, C., Pisoni, E., Volta, M., A non-linear analysis to detect the origin of PM10 concentrations in Northern Italy. Sci. Total. Environ. 409 (2010), 182–191, 10.1016/j.scitotenv.2010.09.038.
-
(2010)
Sci. Total. Environ.
, vol.409
, pp. 182-191
-
-
Carnevale, C.1
Pisoni, E.2
Volta, M.3
-
7
-
-
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 Manag. Assoc. 47 (1997), 653–663, 10.1080/10473289.1997.10463925.
-
(1997)
J. Air Waste Manag. Assoc.
, vol.47
, pp. 653-663
-
-
Comrie, A.C.1
-
8
-
-
17644370689
-
Air quality prediction in Milan: feed-forward neural networks, pruned neural networks and lazy learning
-
Corani, G., Air quality prediction in Milan: feed-forward neural networks, pruned neural networks and lazy learning. Ecol. Model. 185 (2005), 513–529, 10.1016/j.ecolmodel.2005.01.008.
-
(2005)
Ecol. Model.
, vol.185
, pp. 513-529
-
-
Corani, G.1
-
9
-
-
84886301155
-
Analysis of summer ozone observations at a high mountain site in Central Italy (campo imperatore, 2388 m a.s.l.)
-
Cristofanelli, P., Di Carlo, P., D’ Altorio, A., Dari Salisburgo, C., Tuccella, P., Biancofiore, P., Stocchi, P., Verza, G.P., Landi, T.C., Marinoni, A., Calzolari, F., Duchi, R., Bonasoni, P., Analysis of summer ozone observations at a high mountain site in Central Italy (campo imperatore, 2388 m a.s.l.). Pure Appl. Geophys. 170 (2013), 1985–1999, 10.1007/s00024-012-0630-1.
-
(2013)
Pure Appl. Geophys.
, vol.170
, pp. 1985-1999
-
-
Cristofanelli, P.1
Di Carlo, P.2
D’ Altorio, A.3
Dari Salisburgo, C.4
Tuccella, P.5
Biancofiore, P.6
Stocchi, P.7
Verza, G.P.8
Landi, T.C.9
Marinoni, A.10
Calzolari, F.11
Duchi, R.12
Bonasoni, P.13
-
10
-
-
0028240040
-
Acute respiratory effects of particulate air pollution
-
Dockery, D.W., Pope, C.A., Acute respiratory effects of particulate air pollution. Ann. Rev. Publ. Health 15 (1994), 107–132, 10.1146/annurev.pu.15.050194.000543.
-
(1994)
Ann. Rev. Publ. Health
, vol.15
, pp. 107-132
-
-
Dockery, D.W.1
Pope, C.A.2
-
11
-
-
0027362097
-
An association between air pollution and mortality in six U.S. cities
-
Dockery, D.W., Pope, C.A., Xu, X., Spengle, J., Ware, J., Fay, M., Ferris, B., Speizer, F., An association between air pollution and mortality in six U.S. cities. N. Engl. J. Med. 329 (1993), 1753–1759, 10.1056/NEJM199312093292401.
-
(1993)
N. Engl. J. Med.
, vol.329
, pp. 1753-1759
-
-
Dockery, D.W.1
Pope, C.A.2
Xu, X.3
Spengle, J.4
Ware, J.5
Fay, M.6
Ferris, B.7
Speizer, F.8
-
12
-
-
26444565569
-
Finding structure in time
-
Elman, L.J., Finding structure in time. Cogn. Sci. 14 (1990), 179–211, 10.1016/0364-0213(90)90002-E.
-
(1990)
Cogn. Sci.
, vol.14
, pp. 179-211
-
-
Elman, L.J.1
-
13
-
-
0032146239
-
Artificial neural networks (the multilayer perceptron) – a review of applications in the atmospheric sciences
-
Gardner, M.W., Dorling, S.R., Artificial neural networks (the multilayer perceptron) – a review of applications in the atmospheric sciences. Atmos. Environ. 32 (1998), 2627–2636, 10.1016/S1352-2310(97)00447-0.
-
(1998)
Atmos. Environ.
, vol.32
, pp. 2627-2636
-
-
Gardner, M.W.1
Dorling, S.R.2
-
14
-
-
31044433834
-
Artificial neural network models for prediction of PM10 hourly concentrations, in the Greater Area of Athens, Greece
-
Grivas, G., Chaloulakou, A., Artificial neural network models for prediction of PM10 hourly concentrations, in the Greater Area of Athens, Greece. Atmos. Environ. 40 (2006), 1216–1229, 10.1016/j.atmosenv.2005.10.036.
-
(2006)
Atmos. Environ.
, vol.40
, pp. 1216-1229
-
-
Grivas, G.1
Chaloulakou, A.2
-
15
-
-
0003413187
-
Neural Networks: a Comprehensive Foundation
-
second ed. Prentice-Hall Upper Saddle Rive
-
Haykin, S., Neural Networks: a Comprehensive Foundation. second ed., 1998, Prentice-Hall, Upper Saddle Rive.
-
(1998)
-
-
Haykin, S.1
-
16
-
-
84943201306
-
Prediction of particulate matters at urban intersection by using multilayer perceptron model based on principal components
-
He, H.D., Lu, W.Z., Xue, Y., Prediction of particulate matters at urban intersection by using multilayer perceptron model based on principal components. Stoch. Environ. Res. Risk Assess. 29 (2015), 2107–2114, 10.1007/s00477-014-0989-x.
-
(2015)
Stoch. Environ. Res. Risk Assess.
, vol.29
, pp. 2107-2114
-
-
He, H.D.1
Lu, W.Z.2
Xue, Y.3
-
17
-
-
84900323020
-
Prediction of particulate matter at street level using artificial neural networks coupling with chaotic particle swarm optimization algorithm
-
Hea, H., Lub, W., Xuec, Y., Prediction of particulate matter at street level using artificial neural networks coupling with chaotic particle swarm optimization algorithm. Build. Environ. 78 (2014), 111–117.
-
(2014)
Build. Environ.
, vol.78
, pp. 111-117
-
-
Hea, H.1
Lub, W.2
Xuec, Y.3
-
18
-
-
0004199140
-
Neurocomputing
-
Addison Wesley Publishing Company Boston
-
Hecht-Nielsen, R., Neurocomputing. 1991, Addison Wesley Publishing Company, Boston.
-
(1991)
-
-
Hecht-Nielsen, R.1
-
19
-
-
19544377320
-
A neural network forecast for daily average PM10 concentrations in Belgium
-
Hooyberghs, J., Mensink, C., Dumont, G., Fierens, F., Brasseur, O., A neural network forecast for daily average PM10 concentrations in Belgium. Atmos. Environ. 39 (2005), 3279–3289, 10.1016/j.atmosenv.2005.01.050.
-
(2005)
Atmos. Environ.
, vol.39
, pp. 3279-3289
-
-
Hooyberghs, J.1
Mensink, C.2
Dumont, G.3
Fierens, F.4
Brasseur, O.5
-
20
-
-
4644325151
-
Short term effects of ambient sulphur dioxide and particulate matter on mortality in 12 european cities: results from time series data from the APHEA project
-
Katsouyanni, K., Touloumi, G., Spix, C., Schwartz, J., Balducci, F., Medina, S., Rossi, G., Wojtyniak, B., Sunyer, J., Bacharova, L., Short term effects of ambient sulphur dioxide and particulate matter on mortality in 12 european cities: results from time series data from the APHEA project. BMJ 314 (1997), 1658–1663, 10.1136/bmj.314.7095.1658.
-
(1997)
BMJ
, vol.314
, pp. 1658-1663
-
-
Katsouyanni, K.1
Touloumi, G.2
Spix, C.3
Schwartz, J.4
Balducci, F.5
Medina, S.6
Rossi, G.7
Wojtyniak, B.8
Sunyer, J.9
Bacharova, L.10
-
21
-
-
0043282649
-
Extensive evaluation of neural network models for the prediction of NO2 and PM10 concentrations, compared with a deterministic modelling system and measurements in central Helsinki
-
Kukkonen, J., Partanen, L., Karppinen, A., Ruuskanen, J., Junninen, H., Kolehmainen, M., Niska, H., Dorling, S., Chatterton, T., Foxall, R., Cawley, G., Extensive evaluation of neural network models for the prediction of NO2 and PM10 concentrations, compared with a deterministic modelling system and measurements in central Helsinki. Atmos. Environ. 37 (2003), 4539–4550, 10.1016/S1352-2310(03)00583-1.
-
(2003)
Atmos. Environ.
, vol.37
, pp. 4539-4550
-
-
Kukkonen, J.1
Partanen, L.2
Karppinen, A.3
Ruuskanen, J.4
Junninen, H.5
Kolehmainen, M.6
Niska, H.7
Dorling, S.8
Chatterton, T.9
Foxall, R.10
Cawley, G.11
-
22
-
-
32144442928
-
Assessment of the relationship between industrial and traffic sources contributing to air quality objective exceedences: a theoretical modelling exercise
-
Leksmono, N.S., Longhurst, J.W.S., Ling, K.A., Chatterton, T.J., Fisher, B.E.A., Irwin, J.G., Assessment of the relationship between industrial and traffic sources contributing to air quality objective exceedences: a theoretical modelling exercise. Environ. Model Soft. 10 (2006), 494–500, 10.1016/j.envsoft.2004.07.012.
-
(2006)
Environ. Model Soft.
, vol.10
, pp. 494-500
-
-
Leksmono, N.S.1
Longhurst, J.W.S.2
Ling, K.A.3
Chatterton, T.J.4
Fisher, B.E.A.5
Irwin, J.G.6
-
23
-
-
0026869727
-
Pattern recognition in high energy physics with artificial neural network – jetnet 2.0
-
Lonbladd, L., Peterson, C., Röngvaldsson, T., Pattern recognition in high energy physics with artificial neural network – jetnet 2.0. Comput. Phys. Comm. 70 (1992), 167–182, 10.1016/0010-4655(92)90099-K.
-
(1992)
Comput. Phys. Comm.
, vol.70
, pp. 167-182
-
-
Lonbladd, L.1
Peterson, C.2
Röngvaldsson, T.3
-
24
-
-
41349118954
-
Air quality modeling: from deterministic to stochastic approaches
-
Mallet, V., Sportisse, B., Air quality modeling: from deterministic to stochastic approaches. Comput. Math. Appl. 55 (2008), 2329–2337, 10.1016/j.camwa.2007.11.004.
-
(2008)
Comput. Math. Appl.
, vol.55
, pp. 2329-2337
-
-
Mallet, V.1
Sportisse, B.2
-
25
-
-
0035169080
-
Exposure assessment of air pollutants: a review on spatial heterogeneity and indoor/outdoor/personal exposure to suspended particulate matter, nitrogen dioxide and ozone
-
Monn, C., Exposure assessment of air pollutants: a review on spatial heterogeneity and indoor/outdoor/personal exposure to suspended particulate matter, nitrogen dioxide and ozone. Atmos. Environ. 35 (2001), 1–32, 10.1016/S1352-2310(00)00330-7.
-
(2001)
Atmos. Environ.
, vol.35
, pp. 1-32
-
-
Monn, C.1
-
26
-
-
9944223325
-
Neural network prediction model for fine particulate matter (PM2.5) on the US-Mexico border in El Paso (Texas) and Ciudad Juárez (Chihuahua)
-
Ordieres, J.B., Vergara, E.P., Capuz, R.S., Salazar, R.E., Neural network prediction model for fine particulate matter (PM2.5) on the US-Mexico border in El Paso (Texas) and Ciudad Juárez (Chihuahua). Environ. Model Soft. 20 (2005), 547–559, 10.1016/j.envsoft.2004.03.010.
-
(2005)
Environ. Model Soft.
, vol.20
, pp. 547-559
-
-
Ordieres, J.B.1
Vergara, E.P.2
Capuz, R.S.3
Salazar, R.E.4
-
27
-
-
0032825221
-
The impact of particulate matter on daily mortality in Bangkok, Thailand
-
Ostro, B., Chestnut, L., Vichit-Vadakan, N., Laixuthai, A., The impact of particulate matter on daily mortality in Bangkok, Thailand. J. Air Waste Manag. Assoc. 49 (1999), 100–107, 10.1080/10473289.1999.10463875.
-
(1999)
J. Air Waste Manag. Assoc.
, vol.49
, pp. 100-107
-
-
Ostro, B.1
Chestnut, L.2
Vichit-Vadakan, N.3
Laixuthai, A.4
-
28
-
-
0036708755
-
Prediction of maximum of 24-h average of PM10 concentrations 30 h in advance in Santiago, Chile
-
Perez, P., Reyes, J., Prediction of maximum of 24-h average of PM10 concentrations 30 h in advance in Santiago, Chile. Atmos. Environ. 36 (2002), 4555–4561, 10.1016/S1352-2310(02)00419-3.
-
(2002)
Atmos. Environ.
, vol.36
, pp. 4555-4561
-
-
Perez, P.1
Reyes, J.2
-
29
-
-
33645798115
-
An integrated neural network model for PM10 forecasting
-
Perez, P., Reyes, J., An integrated neural network model for PM10 forecasting. Atmos. Environ. 40 (2006), 2845–2851, 10.1016/j.atmosenv.2006.01.010.
-
(2006)
Atmos. Environ.
, vol.40
, pp. 2845-2851
-
-
Perez, P.1
Reyes, J.2
-
30
-
-
0343339858
-
Prediction of PM2.5 concentrations several hours in advance using neural networks in Santiago, Chile
-
Perez, P., Trier, A., Reyes, J., Prediction of PM2.5 concentrations several hours in advance using neural networks in Santiago, Chile. Atmos. Environ. 34 (2000), 1189–1196, 10.1016/S1352-2310(99)00316-7.
-
(2000)
Atmos. Environ.
, vol.34
, pp. 1189-1196
-
-
Perez, P.1
Trier, A.2
Reyes, J.3
-
31
-
-
0028911083
-
Particulate air pollution as a predictor of mortality in a prospective study of U.S. adults
-
Pope, C.A., Thun, M.J., Namboodiri, M.M., Dockery, D.W., Evans, J.S., Speizer, F.E., Heath, C.W., Particulate air pollution as a predictor of mortality in a prospective study of U.S. adults. Am. J. Respir. Crit. Care Med. 151 (1995), 669–674, 10.1164/ajrccm/151.3_Pt_1.669.
-
(1995)
Am. J. Respir. Crit. Care Med.
, vol.151
, pp. 669-674
-
-
Pope, C.A.1
Thun, M.J.2
Namboodiri, M.M.3
Dockery, D.W.4
Evans, J.S.5
Speizer, F.E.6
Heath, C.W.7
-
32
-
-
0037029043
-
Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution
-
Pope, C.A., Burnett, R., Thun, M.J., Calle, E.E., Krewskik, D., Ito, K., Thurston, G.D., Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. J. Am. Med. Assoc. 287 (2002), 1132–1141, 10.1001/jama.287.9.1132.
-
(2002)
J. Am. Med. Assoc.
, vol.287
, pp. 1132-1141
-
-
Pope, C.A.1
Burnett, R.2
Thun, M.J.3
Calle, E.E.4
Krewskik, D.5
Ito, K.6
Thurston, G.D.7
-
33
-
-
0035068218
-
Saharan dust contribution to PM10 and TSP levels in Southern and Eastern Spain
-
Rodriguez, S., Querol, X., Alastuey, A., Kallos, G., Kakaliagou, O., Saharan dust contribution to PM10 and TSP levels in Southern and Eastern Spain. Atmos. Environ. 35 (2001), 2433–2447, 10.1016/S1352-2310(00)00496-9.
-
(2001)
Atmos. Environ.
, vol.35
, pp. 2433-2447
-
-
Rodriguez, S.1
Querol, X.2
Alastuey, A.3
Kallos, G.4
Kakaliagou, O.5
-
34
-
-
84455168730
-
Long-term ambient fine particulate matter air pollution and lung cancer in a large cohort of never-smokers
-
Turner, M.C., Krewski, D., Pope, C.A., Chen, Y., Gapstur, S.M., Thun, M.J., Long-term ambient fine particulate matter air pollution and lung cancer in a large cohort of never-smokers. Am. J. Respir. Crit. Care Med. 184 (2011), 1374–1381, 10.1164/rccm.201106-1011.
-
(2011)
Am. J. Respir. Crit. Care Med.
, vol.184
, pp. 1374-1381
-
-
Turner, M.C.1
Krewski, D.2
Pope, C.A.3
Chen, Y.4
Gapstur, S.M.5
Thun, M.J.6
-
35
-
-
0003443127
-
Artificial Neural Networks: Theoretical Concepts. in: Artificial Neural Networks: an Introduction
-
IEEE Computer Society Press Los Alamitos
-
Vemuri, V., Artificial Neural Networks: Theoretical Concepts. in: Artificial Neural Networks: an Introduction. 1998, IEEE Computer Society Press, Los Alamitos, 1–12.
-
(1998)
, pp. 1-12
-
-
Vemuri, V.1
-
36
-
-
79851508856
-
Intercomparison of air quality data using principal component analysis, and forecasting of PM10 and PM2.5 concentrations using artificial neural networks, in Thessaloniki and Helsinki
-
Voukantsis, D., Karatzas, K., Kukkonen, J., Räsänen, T., Karppinen, A., Kolehmainen, M., Intercomparison of air quality data using principal component analysis, and forecasting of PM10 and PM2.5 concentrations using artificial neural networks, in Thessaloniki and Helsinki. Sci. Total Environ. 409 (2011), 1266–1276, 10.1016/j.scitotenv.2010.12.039.
-
(2011)
Sci. Total Environ.
, vol.409
, pp. 1266-1276
-
-
Voukantsis, D.1
Karatzas, K.2
Kukkonen, J.3
Räsänen, T.4
Karppinen, A.5
Kolehmainen, M.6
|