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Green Spaces, Land Cover, Street Trees and Hypertension in the Megacity of São Paulo
- Source :
- International Journal of Environmental Research and Public Health, Volume 17, Issue 3, International Journal of Environmental Research and Public Health, Vol 17, Iss 3, p 725 (2020)
- Publication Year :
- 2020
- Publisher :
- Multidisciplinary Digital Publishing Institute, 2020.
-
Abstract
- Proximity to green spaces has been shown to be beneficial to several cardiovascular outcomes in urban spaces. Few studies, however, have analyzed the relationship between these outcomes and green space or land cover uses in low&ndash<br />medium income megacities, where the consequences of rapid and inordinate urbanization impose several health hazards. This study used a subgroup of the dataset from The Brazilian Longitudinal Study of Adult Health ELSA-BRASIL (n= 3418) to identify the correlation between the medical diagnosis of hypertension and green spaces in the megacity of S&atilde<br />o Paulo. Land cover classification was performed based on the random forest algorithm using geometrically corrected aerial photography (orthophoto). Three different indicators of exposure to green spaces were used: number of street trees, land cover and number of parks within 1 km. We used logistic regression models to obtain the association of the metrics exposure and health outcomes. The number of street trees in the regional governments (OR = 0.937 and number of parks within 1 km (OR = 0.876) were inversely associated with a diagnosis of hypertension. Sixty-three percent of the population had no parks within 1 km of their residence. Our data indicate the need to encourage large-scale street tree planting and increase the number of qualified parks in megacities.
- Subjects :
- Adult
Male
Health, Toxicology and Mutagenesis
Parks, Recreational
Population
lcsh:Medicine
Land cover
010501 environmental sciences
Environment
01 natural sciences
Article
Trees
03 medical and health sciences
0302 clinical medicine
Aerial photography
Urbanization
Humans
030212 general & internal medicine
Longitudinal Studies
Cities
constructed area
education
Socioeconomics
high resolution images
0105 earth and related environmental sciences
Aged
education.field_of_study
lcsh:R
Public Health, Environmental and Occupational Health
Orthophoto
cardiovascular health
Middle Aged
Random forest
Geography
Megacity
Hypertension
São Paulo megacity
Residence
Female
Brazil
Subjects
Details
- Language :
- English
- ISSN :
- 16604601
- Database :
- OpenAIRE
- Journal :
- International Journal of Environmental Research and Public Health
- Accession number :
- edsair.doi.dedup.....26aaa41f1a747d4c0d77269e1d0ba050
- Full Text :
- https://doi.org/10.3390/ijerph17030725