Univariant time series analysis applied to ozone forecasting in the city of Cali, Colombia
The modelling results of tropospheric ozone concentration in the urban area of Cali, Colombia, suitable for short term forecasting, are presented. Results were obtained by using an univariate time series analysis. The method was applied to a series of 2496 hourly ozone concentration data from one o...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Universidad de Antioquia
2014-08-01
|
| Series: | Revista Facultad de Ingeniería Universidad de Antioquia |
| Subjects: | |
| Online Access: | https://revistas.udea.edu.co/index.php/ingenieria/article/view/20192 |
| _version_ | 1797861750995943424 |
|---|---|
| author | Mauricio Jaramillo Ayerbe Daniel Enrique González Gómez María Eugenia Núñez Cabrera Gloria Esperanza Portilla Jesús Heriberto Lucio García |
| author_facet | Mauricio Jaramillo Ayerbe Daniel Enrique González Gómez María Eugenia Núñez Cabrera Gloria Esperanza Portilla Jesús Heriberto Lucio García |
| author_sort | Mauricio Jaramillo Ayerbe |
| collection | DOAJ |
| description |
The modelling results of tropospheric ozone concentration in the urban area of Cali, Colombia, suitable for short term forecasting, are presented. Results were obtained by using an univariate time series analysis. The method was applied to a series of 2496 hourly ozone concentration data from one of the city’s air quality monitoring network stations. Data were collected from April to July of 2003. A total of 104 consecutive days were covered: the first 93 days were used for model estimation, and the remaining 11 days for model validation. This technique can be used to predict (up to 8 hours) in advance high-ozone levels, allowing the environmental authorities to issue alerts to the population for possible air-quality impact on health.
|
| first_indexed | 2024-04-09T22:08:09Z |
| format | Article |
| id | doaj.art-45ad0dc089e84d8594a28efb355f25c9 |
| institution | Directory Open Access Journal |
| issn | 0120-6230 2422-2844 |
| language | English |
| last_indexed | 2024-04-09T22:08:09Z |
| publishDate | 2014-08-01 |
| publisher | Universidad de Antioquia |
| record_format | Article |
| series | Revista Facultad de Ingeniería Universidad de Antioquia |
| spelling | doaj.art-45ad0dc089e84d8594a28efb355f25c92023-03-23T12:32:08ZengUniversidad de AntioquiaRevista Facultad de Ingeniería Universidad de Antioquia0120-62302422-28442014-08-013910.17533/udea.redin.20192Univariant time series analysis applied to ozone forecasting in the city of Cali, ColombiaMauricio Jaramillo Ayerbe0Daniel Enrique González Gómez1María Eugenia Núñez Cabrera2Gloria Esperanza Portilla3Jesús Heriberto Lucio García4Pontificia Universidad JaverianaPontificia Universidad JaverianaPontificia Universidad JaverianaPontificia Universidad JaverianaUniversidad de Burgos The modelling results of tropospheric ozone concentration in the urban area of Cali, Colombia, suitable for short term forecasting, are presented. Results were obtained by using an univariate time series analysis. The method was applied to a series of 2496 hourly ozone concentration data from one of the city’s air quality monitoring network stations. Data were collected from April to July of 2003. A total of 104 consecutive days were covered: the first 93 days were used for model estimation, and the remaining 11 days for model validation. This technique can be used to predict (up to 8 hours) in advance high-ozone levels, allowing the environmental authorities to issue alerts to the population for possible air-quality impact on health. https://revistas.udea.edu.co/index.php/ingenieria/article/view/20192atmospheric pollutionair quality urban ozonetime series analysisunivariate time series analysis |
| spellingShingle | Mauricio Jaramillo Ayerbe Daniel Enrique González Gómez María Eugenia Núñez Cabrera Gloria Esperanza Portilla Jesús Heriberto Lucio García Univariant time series analysis applied to ozone forecasting in the city of Cali, Colombia Revista Facultad de Ingeniería Universidad de Antioquia atmospheric pollution air quality urban ozone time series analysis univariate time series analysis |
| title | Univariant time series analysis applied to ozone forecasting in the city of Cali, Colombia |
| title_full | Univariant time series analysis applied to ozone forecasting in the city of Cali, Colombia |
| title_fullStr | Univariant time series analysis applied to ozone forecasting in the city of Cali, Colombia |
| title_full_unstemmed | Univariant time series analysis applied to ozone forecasting in the city of Cali, Colombia |
| title_short | Univariant time series analysis applied to ozone forecasting in the city of Cali, Colombia |
| title_sort | univariant time series analysis applied to ozone forecasting in the city of cali colombia |
| topic | atmospheric pollution air quality urban ozone time series analysis univariate time series analysis |
| url | https://revistas.udea.edu.co/index.php/ingenieria/article/view/20192 |
| work_keys_str_mv | AT mauriciojaramilloayerbe univarianttimeseriesanalysisappliedtoozoneforecastinginthecityofcalicolombia AT danielenriquegonzalezgomez univarianttimeseriesanalysisappliedtoozoneforecastinginthecityofcalicolombia AT mariaeugenianunezcabrera univarianttimeseriesanalysisappliedtoozoneforecastinginthecityofcalicolombia AT gloriaesperanzaportilla univarianttimeseriesanalysisappliedtoozoneforecastinginthecityofcalicolombia AT jesusheribertoluciogarcia univarianttimeseriesanalysisappliedtoozoneforecastinginthecityofcalicolombia |