Socioeconomic development role in hospitalization related to air pollution and meteorology: A study case in southern Brazil

被引:2
|
作者
Will, Robson [1 ]
Hirota, Marina [2 ]
Borges Chaffe, Pedro Luiz [3 ]
dos Santos, Otavio Nunes [1 ]
Hoinaski, Leonardo [3 ]
机构
[1] Univ Fed Santa Catarina, Grad Program Environm Engn, Florianopolis, SC, Brazil
[2] Univ Fed Santa Catarina, Dept Phys, Florianopolis, SC, Brazil
[3] Univ Fed Santa Catarina, Dept Sanit & Environm Engn, Florianopolis, SC, Brazil
关键词
Air quality; Sentinel-5p; WRF; Human development index; Cardiorespiratory hospitalization; RESPIRATORY HEALTH; CARBON-MONOXIDE; MORTALITY; EXPOSURE; ASSOCIATIONS; EMISSIONS;
D O I
10.1016/j.scitotenv.2022.154063
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Air pollution is one of the foremost environmental threats to human health. However, the meteorological and social factors that lead to respiratory and cardiovascular diseases have not been fully elucidated. In this study, we use Principal Component Analysis and Generalized Linear Model (PCA-GLM) to investigate the combined effect of socioeconomic development and air pollution on cardiorespiratory hospitalization in southern Brazil. This region has the highest rates of hospitalization by cardiorespiratory diseases in the country. We analyze three main sources of data: (i) air pollutants density from TROPOMI/Sentinel-5p satellite; (ii) temperature, humidity, and planetary boundary layer height (PBLH) modeled with the Weather Research Forecast model; and (iii) hospitalization by cardiorespiratory diseases obtained from the Brazilian National Health System. We estimate the Relative Risk (RR) using the PCA-GLMcoefficients and interquartile variations of air pollutants density and meteorological parameters. Our results show that the population living in colder and drier municipalities is more prone to cardiorespiratory hospitalization. Regarding respiratory hospitalization, municipalities with lower socioeconomic development are more sensitive to meteorology and pollution variability than highly developed ones. In less developed municipalities, we observe the highest rates of cardiorespiratory hospitalization even if air pollution is low, whichwe interpret in terms of higher vulnerability. The RR analysis suggests that air pollution is an important environmental risk to cardiovascular diseases and respiratory diseases is more sensitive to air pollution and meteorology than cardiovascular ones. Our findings corroborate the mounting evidence that social vulnerability is a significant factor affecting the increase of cardiorespiratory hospitalization in the world.
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页数:9
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