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Ingeniería y competitividad

Print version ISSN 0123-3033


OLAYA, Javier et al. Nonparametric modeling of the eight-hour average air pollution due to Carbon Monoxide and Tropospheric Ozone. Ing. compet. [online]. 2014, vol.16, n.1, pp.147-157. ISSN 0123-3033.

We model the typical behavior of the eight-hour average concentration of Tropospheric Ozone (O3) and Carbon Monoxide (CO) throughout one day. Modeling is conducted using a nonparametric regression technique. Data come from the Cali's Air Quality Surveillance System (SVCA), and correspond to the years 2003 and 2006. Results show that in the Cali's South side, the O3 eight hour contamination levels exceed the Colombian standard limit value. Meanwhile, in Cali's downtown the CO eight-hour average contamination levels are very close to the Colombian standard limit. Variability bands associated with the modeling of the typical daily behavior of the eight-hour concentration of CO, show evidence of differences between types of day and also between monitoring zones in all the years considered in the project. The same is observed for the O3 case, but only for data coming from year 2006

Keywords : air pollution; local linear estimator; nonparametric regression; variability bands.

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