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Short-term, real-time forecasting of hourly ozone, NO2 and NO levels by means of multiple linear regression modelling
Authors:Gabriel Ibarra-Berastegi  Ana Elías  Elena Agirre  Javier Uria
Institution:(1) Department I. N. y Mecánica de Fluidos, UPV-ETSII y de IT, Alda, Urkijo s/n, E-48013 Bilbao, Spain;(2) Departmento I. Q. y del Medio Ambiente, UPV-ETSII y de IT, Alda, Urkijo s/n, E-48013 Bilbao, Spain;(3) Departmento de Matematica Aplicada, UPV, La Casilla, s/n, Bilbao, Spain;(4) Hospital de Basurto, Bilbao, Spain
Abstract:Conclusions  The results are at least as good as those obtained with much more sophisticated models. Furthermore, the models can be easily run on a simple PC. This approach may provide a good diagnostic network (as seen in Bilbao) with real-time, short-term prognostic capabilities for a given location. The models have been built for Bilbao and are applicable only in this location. However, using the same methodology, similar results could be obtained in other environments if a good diagnostic network is available. The full paper is published in the Internet journal ‘Gate to EHS (Environmental and Health Science)’, in June 2001, and can be called up and cited by way of the DOI:http://dx.doi.org/10.1065/ehs2001.06.009
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