INCREaSE 2019: Proceedings of the 2nd International Congress on Engineering and sustainability in the XXI century
- Rodríguez, Inmaculada
- Turias, Ignacio J.
- Moscoso, José A.
- Van Roode, Steffanie
- Ruiz-Aguilar, Juan J.
- Gonzalez-Enrique, Francisco Javier
-
1
Universidad de Cádiz
info
Libro:
INCREaSE 2019
Editorial: Springer
Año de publicación: 2019
Páginas: 42-55
Tipo: Capítulo de Libro
Referencias bibliográficas
- Balaguer, E., Camps, G., Carrasco, J.L., Soria, E., Del Valle, S.: Effective 1-day ahead prediction of hourly surface ozone concentrations in eastern Spain using linear models and neural networks. Ecol. Model. 156, 27–41 (2002)
- Nunnari, G., Nucifora, A.F.M., Randieri, C.: The application of neural techniques to the modelling of time-series of atmospheric pollution data. Ecol. Model. 111, 187–205 (1998)
- Jolliffe, I.T.: Principal Component Analysis. Springer-Verlag, New York (1986). https://doi.org/10.1007/b98835
- Gonzalez-Enrique, J., Turias, I.J., Ruiz-Aguilar, J.J., Moscoso-Lopez, J.A., Jerez-Aragones, J., Franco, L.: Estimation of NO2 concentration values in a monitoring sensor network using a fusion approach. Fresenius Environ. Bull. 28(2), 681–686 (2019)
- Martín, ML.: Pollutants Prediction Models in Algeciras Bay. PhD Thesis, University of Cádiz (2011)
- Directive 2008/50/EC of the European Parliament and of the Council of 21 May 2008 on ambient air quality and cleaner air for Europe
- Muñoz, E., Martín, M.L., Turias, I.J., Jimenez, M.J., Trujillo, F.J.: Prediction of PM10 and SO2 exceedances to control air pollution in the Bay of Algeciras, Spain. Stoch. Env. Res. Risk Assess. 28(6), 1409–1420 (2014)
- González-Enrique, J., Turias, I.J., Ruiz-Aguilar, J.J., Moscoso-López, J.A., Franco, L.: Spatial and meteorological relevance in NO2 estimations: a case study in the Bay of Algeciras (Spain). Stoch. Env. Res. Risk Assess. 33(3), 801–815 (2019)
- Turias, I.J., González, F.J., Martin, M.L., Galindo, P.L.: Prediction models of CO, SPM and SO2 concentrations in the Campo de Gibraltar Region, Spain: a multiple comparison strategy. Environ. Monit. Assess. 143(1–3), 131–146 (2008)
- Martin, M.L., Turias, I.J., Gonzalez, F.J., Galindo, P.L., Trujillo, F.J., Puntonet, C.G., Gorriz, J.M.: Prediction of CO maximum ground level concentrations in the Bay of Algeciras, Spain using artificial neural networks. Chemosphere, 70(7), 1190-1195 (2008)
- Colette, A., Ancellet, G., Borchi, F.: Impact of vertical transport processes on the tropospheric ozone layering above Europe. Part I: study of air mass origin using multivariate analysis, clustering and trajectories. Atmos. Environ. 39, 5409–5422 (2005)
- Rumelhart, D.E., Hinton, G.E., Williams, R.J.: Learning internal representations by error propagation. In: Parallel Distributed Processing: Explorations in the Microstructure of Cognition. MIT Press, Cambridge (1986)
- Hornik, K., Stinchcombe, M., Halbert, W.: Multilayer feedforward networks are universal approximators. Neural Netw. 2, 359–366 (1989)