Caracterización espacial de PM10 en la ciudad de Medellín mediante modelos geoestadísticos

In this article a geostatistical model is presented in order to spatially characterize the PM10 pollutant behavior in the city of Medellin, Colombia. The data has been taken from nine monitoring locations in monthly average value (µg/m3) for the period from January 2003 to December 2007. Different m...

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Autores:
Londoño Ciro, Libardo Antonio
Cañón Barriga, Julio Eduardo
Villada Flórez, Rubén Darío
López Ceballos, Lina Yohana
Tipo de recurso:
Fecha de publicación:
2015
Institución:
Universidad de San Buenaventura
Repositorio:
Repositorio USB
Idioma:
spa
OAI Identifier:
oai:bibliotecadigital.usb.edu.co:10819/6688
Acceso en línea:
http://hdl.handle.net/10819/6688
Palabra clave:
Material particulado
Geoestadística
Air quality
Particulate matter
Geostatistics
Calidad del aire
Rights
License
Atribución-NoComercial-SinDerivadas 2.5 Colombia
Description
Summary:In this article a geostatistical model is presented in order to spatially characterize the PM10 pollutant behavior in the city of Medellin, Colombia. The data has been taken from nine monitoring locations in monthly average value (µg/m3) for the period from January 2003 to December 2007. Different models were evaluated by cross-validation tests. The best model is a j-bessel. The model parameters are calculated using ANOVA tests for quarterly groupings. Maps of the pollutant’s spatial characterization are obtained with ordinary Kriging and GIS.