TY - JOUR
T1 - Exploring the impacts of street-level greenspace on stroke and cardiovascular diseases in Chinese adults
AU - Wang, Ruoyu
AU - Dong, Pengxin
AU - Dong, Guoping
AU - Xiao, Xiang
AU - Huang, Jingwen
AU - Yang, Linchuan
AU - Yu, Yunjiang
AU - Dong, Guang Hui
N1 - This work was supported by the National Natural Science Foundation of China (M-0420, 82073502, 81872582, and 81872583), Natural Science Foundation of Guangdong Province (No. 2021A1515012212; No. 2021A151011754; No. 2021B1515020015; No. 2020A1515011131; No. 2019A050510017; No. 2018B05052007; No. 2017A090905042).
Publisher Copyright:
© 2022 The Authors.
PY - 2022/9/15
Y1 - 2022/9/15
N2 - In recent years, cardiovascular diseases (CVDs) have become the primary cause of death in the world. Existing studies have found that greenspace is important for the prevention of CVDs and stroke. However, since they only focus on large green infrastructure (e.g., urban parks) or the general greenspace (usually being evaluated through normalized difference vegetation index), little information exists regarding the association between street-level greenspace and CVDs (stroke). In this study, the CVDs and stroke data of participants were retrieved from the 33 Chinese Community Health Study. We measured participants’ exposure to street-level greenspace exposure using street view images and machine learning technique. Multilevel logistic regressions were applied. While controlling for confounders, we found that higher level of street-level greenspace exposure was associated with lower CVDs prevalence. However, street-level greenspace exposure was associated with stroke prevalence only for females. The associations were stronger among females, younger adults, participants with educational attainment above high school, physically active participants and participants who were not overweight. None of the mediators (air pollution, physical exercise, and BMI) can explain the associations between street-level greenspace exposure and CVDs (stroke) prevalence. Our findings suggest that street-level vegetation should be increased to cope with the rapid growth of the CVDs burdens. Also, the differences between the effect of street-level trees and grasses should be noted before formulating specific urban planning policies.
AB - In recent years, cardiovascular diseases (CVDs) have become the primary cause of death in the world. Existing studies have found that greenspace is important for the prevention of CVDs and stroke. However, since they only focus on large green infrastructure (e.g., urban parks) or the general greenspace (usually being evaluated through normalized difference vegetation index), little information exists regarding the association between street-level greenspace and CVDs (stroke). In this study, the CVDs and stroke data of participants were retrieved from the 33 Chinese Community Health Study. We measured participants’ exposure to street-level greenspace exposure using street view images and machine learning technique. Multilevel logistic regressions were applied. While controlling for confounders, we found that higher level of street-level greenspace exposure was associated with lower CVDs prevalence. However, street-level greenspace exposure was associated with stroke prevalence only for females. The associations were stronger among females, younger adults, participants with educational attainment above high school, physically active participants and participants who were not overweight. None of the mediators (air pollution, physical exercise, and BMI) can explain the associations between street-level greenspace exposure and CVDs (stroke) prevalence. Our findings suggest that street-level vegetation should be increased to cope with the rapid growth of the CVDs burdens. Also, the differences between the effect of street-level trees and grasses should be noted before formulating specific urban planning policies.
KW - Street-level greenspace
KW - Tecent Street View
KW - CVDs
KW - Stroke
KW - Difference in vegetation type
UR - http://www.scopus.com/inward/record.url?scp=85136116197&partnerID=8YFLogxK
U2 - 10.1016/j.ecoenv.2022.113974
DO - 10.1016/j.ecoenv.2022.113974
M3 - Journal article
C2 - 35988381
AN - SCOPUS:85136116197
SN - 0147-6513
VL - 243
JO - Ecotoxicology and Environmental Safety
JF - Ecotoxicology and Environmental Safety
M1 - 113974
ER -