Relation between respiratory diseases and air pollution and climatic variables, in Curitiba, Parana, Brazil

Authors

  • Paulo Ricardo Bittencourt Guimarães UFPR
  • Ricardo Berger UFPR
  • Fernando Lucambio Perez UFPR
  • Paulo de Tarso Lara Pires UFPR

DOI:

https://doi.org/10.5380/rf.v42i4.24628

Keywords:

Modelos lineares generalizados, poluentes, partículas inaláveis, GAMLSS.

Abstract

In this research, concentration levels of atmospheric pollutants were observed between November 2003 and June 2008 from an automated monitoring station located at Ouvidor Pardinho Square, City of Curitiba. It aimed to develop a methodology of statistical model in order to explain the number of notifications of respiratory diseases registered in the elderly (above the age of 60 years) and children (below the age of 5 years). Apart from the concentration of pollutants, climatic variables were also analyzed. After study of several statistical methodologies, it was considered that the most adequate was an adjustment of the Generalized Additive Models for Location, Scale and Shape. The adjusted models presented satisfactory results and considered as significant variables the particulate matter and temperature. It was also observed a proportional reduction in the number of notifications of respiratory diseases within the observed period as a consequence of  the concentration level reduction of the particulate matter in the city. These results may have been influenced by vaccination campaigns involving the elderly, by use of less polluting engines in the public transportation system, by an increase in production of “flex”- type cars and also by the large vegetation coverage in the city, which is responsible for one of the highest indexes of green area per inhabitant amongst the large urban centers in Brazil.

Author Biographies

Paulo Ricardo Bittencourt Guimarães, UFPR

Estatístico, Doutorando em Economia e Política Florestal,  professor do Depto de Estatística da UFPR 

Ricardo Berger, UFPR

Engenheiro florestal, Dr., Professor do Depto. de Economia Rural, UFPR

Fernando Lucambio Perez, UFPR

Matemático, Dr., Professor do Depto. de Estatística, UFPR

Paulo de Tarso Lara Pires, UFPR

Engenheiro florestal, Dr., Professor do Depto. de Economia Rural, UFPR

How to Cite

Guimarães, P. R. B., Berger, R., Perez, F. L., & Pires, P. de T. L. (2012). Relation between respiratory diseases and air pollution and climatic variables, in Curitiba, Parana, Brazil. Floresta, 42(4), 817–828. https://doi.org/10.5380/rf.v42i4.24628

Issue

Section

Artigos