1
|
Wei H, Renson A, Huang X, Thorpe LE, Spoer BR, Charles SL. Assessing potential benefits of visits to neighborhoods with higher tree canopy coverage using mobility data: Associations with cardiovascular health outcomes in twenty US metropolitan areas. Health Place 2024; 89:103299. [PMID: 38936045 DOI: 10.1016/j.healthplace.2024.103299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Revised: 06/14/2024] [Accepted: 06/15/2024] [Indexed: 06/29/2024]
Abstract
BACKGROUND Research on health benefits due to exposure to green space, such as tree canopy coverage, has predominantly focused on canopy coverage in home neighborhoods. Yet exposures to tree canopy coverage in other spaces visited during the week or on weekends outside the home neighborhoods remains largely unexplored. OBJECTIVES We examined whether differences in coverage levels of tree canopy in neighborhoods visited compared to home neighborhoods was associated with lower prevalence of coronary heart disease (CHD) and stroke, adjusting for exposure to home canopy coverage. We further investigated if the associations varied across levels of home canopy coverage, and if they were more pronounced on weekdays or weekends. METHODS We used 2018 mobile phone data from the twenty largest U.S. Metropolitan Statistical Areas (MSAs). For each home census tract, we derived a weighted tree canopy coverage exposure from all visited tracts based on the proportion of visits to other tracts by home tract residents. We subtracted home canopy coverage from the weighted canopy coverage in each of the visited tracts to calculate tract-specific differences. We evaluated associations between differences in tree canopy coverage and prevalence of CHD and stroke via spatial error models, adjusting for tract-level home canopy coverage, MSA, socioeconomic and built environment characteristics. RESULTS For every ten-percentage-point increase in tree canopy coverage in visited tracts relative to home tracts, there was a 0.32-0.34% decrease in stroke prevalence. Association with CHD prevalence was not observed after adjusting for spatial autocorrelation. Variations between weekdays and weekends were minimal. The difference in tree canopy coverage was associated with CHD prevalence only for home tracts with low tree canopy coverage, while the difference was associated with stroke prevalence across home tracts with low, moderate, and high tree canopy coverage, with diminishing effect size. DISCUSSION This study identified that greater tree canopy coverage in visited neighborhoods relative to home neighborhoods was associated with lower stroke prevalence, and associations varied across home neighborhoods with different tree canopy coverage levels. It emphasized the need to factor in the neighborhood mobility networks in urban planning initiatives to promote cardiovascular health.
Collapse
Affiliation(s)
- Hanxue Wei
- Department of Population Health, NYU Grossman School of Medicine, New York City, NY, USA.
| | - Audrey Renson
- Department of Population Health, NYU Grossman School of Medicine, New York City, NY, USA
| | - Xiao Huang
- Department of Environmental Sciences, Emory University, Atlanta, GA, USA
| | - Lorna E Thorpe
- Department of Population Health, NYU Grossman School of Medicine, New York City, NY, USA
| | - Ben R Spoer
- Department of Population Health, NYU Grossman School of Medicine, New York City, NY, USA
| | - Suzanne L Charles
- Department of City and Regional Planning, Cornell University, Ithaca, NY, USA
| |
Collapse
|
2
|
Johannessen A, Xu S, Abbah AP, Janson C. Greenness exposure: beneficial but multidimensional. Breathe (Sheff) 2023; 19:220221. [PMID: 37645023 PMCID: PMC10461730 DOI: 10.1183/20734735.0221-2022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Accepted: 05/25/2023] [Indexed: 08/31/2023] Open
Abstract
Many studies have shown that greenness has beneficial health effects, particularly on psychological and cardiovascular outcomes. In this narrative review, we provide a synthesis of knowledge regarding greenness exposure and respiratory health. The following outcomes were reviewed: respiratory mortality, lung cancer mortality, lung cancer incidence, respiratory hospitalisations, lung function, COPD, and asthma. We identified 174 articles through a literature search in PubMed, of which 42 were eligible for inclusion in this review. The most common marker for greenness exposure was the normalised difference vegetation index (NDVI), which was used in 29 out of 42 papers. Other markers used were tree canopy cover, landcover/land-use, plant diversity, density of tall trees and subjectively perceived greenness. We found beneficial effects of greenness in most studies regarding respiratory mortality, lung cancer incidence, respiratory hospitalisations and lung function. For lung cancer mortality, asthma and COPD, the effects of greenness were less clear cut. While many aspects of greenness are beneficial, some aspects may be harmful, and greenness may have different health effects in different population subgroups. Future studies of greenness and respiratory diseases should focus on asthma and COPD, on effects in different population subgroups and on disentangling the health effects of the various greenness dimensions.
Collapse
Affiliation(s)
- Ane Johannessen
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Shanshan Xu
- Centre for International Health, Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Achenyo Peace Abbah
- Centre for International Health, Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Christer Janson
- Department of Medical Sciences, Respiratory, Allergy and Sleep Research, Uppsala University, Uppsala, Sweden
| |
Collapse
|
3
|
Bianconi A, Longo G, Coa AA, Fiore M, Gori D. Impacts of Urban Green on Cardiovascular and Cerebrovascular Diseases-A Systematic Review and Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:5966. [PMID: 37297570 PMCID: PMC10253108 DOI: 10.3390/ijerph20115966] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 05/19/2023] [Indexed: 06/12/2023]
Abstract
Cardiovascular diseases (CVDs) are a leading cause of mortality globally. In particular, ischemic heart diseases (IHDs) and cerebrovascular diseases (CBVDs) represent the main drivers of CVD-related deaths. Many literature examples have assessed the association between CVD risk factors and urban greenness. Urban green (UG) may positively affect physical activity, reduce air and noise pollution, and mitigate the heat island effect, which are known risk factors for CVD morbidity. This systematic review aims to assess the effects of urban green spaces on CVD morbidity and mortality. Peer-reviewed research articles with a quantitative association between urban green exposure variables and cardiovascular and cerebrovascular outcomes were included. Meta-analyses were conducted for each outcome evaluated in at least three comparable studies. Most of the included studies' results highlighted an inverse correlation between exposure to UG and CVD outcomes. Gender differences were found in four studies, with a protective effect of UG only statistically significant in men. Three meta-analyses were performed, showing an overall protective effect of UG on CVD mortality (HR (95% CI) = 0.94 (0.91, 0.97)), IHD mortality (HR (95% CI) = 0.96 (0.93, 0.99)), and CBVD mortality (HR (95% CI) = 0.96 (0.94, 0.97)). The results of this systematic review suggest that exposure to UG may represent a protective factor for CVDs.
Collapse
Affiliation(s)
| | | | | | - Matteo Fiore
- Department of Biomedical and Neuromotor Sciences, University of Bologna, 40126 Bologna, Italy
| | | |
Collapse
|
4
|
Ponjoan A, Blanch J, Alves-Cabratosa L, Martí-Lluch R, Comas-Cufí M, Cirach M, Nieuwenhuijsen M, Garcia-Gil MDM, Ramos R. Impact of residential greenness on myocardial infarction in the population with diabetes: A sex-dependent association? ENVIRONMENTAL RESEARCH 2022; 205:112449. [PMID: 34883080 DOI: 10.1016/j.envres.2021.112449] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 10/04/2021] [Accepted: 11/24/2021] [Indexed: 06/13/2023]
Abstract
Living in urban areas with abundant greenness might provide health benefits in general population. Literature suggests that sex/gender plays a role in the association between greenness and health outcomes. But the impact of greenness in populations with moderate to high cardiovascular risk, such as persons with diabetes, is still unknown. Our aim was to evaluate the relationship between urban greenness and myocardial infarction incidence in persons with type 2 diabetes in Barcelona (Catalonia, Spain), and seek potential gender/sex differences in this association. This retrospective cohort study is based on data from the System for the Development of Research in Primary Care (SIDIAP database). We used Cox models to estimate if a 0.01 increase in Normalized Difference Vegetation Index (NDVI) at census tract level was associated to reduced risk of developing a myocardial infarction. Models were adjusted by demographic and clinical characteristics at individual level, and by environmental and socioeconomic variables at census tract level. Amongst 41,463 persons with diabetes and 154,803.85 person-years of follow-up, we observed 449 incident cases of acute myocardial infarction. For each 0.01 increment in NDVI the risk of developing a myocardial infarction decreased by 6% (Hazard Ratio, HR = 0.94; 95%CI, 0.89-0.99) in the population with diabetes. When stratifying by sex, we observed a significant association only in men (HR = 0.91; 95%CI, 0.86-0.97). People with diabetes living in urban greener areas might benefit from reduced cardiovascular risk, specially men. We observed sex/gender disparities, which could be related to different exposures and activities performed in green spaces between men and women. Further studies are needed to confirm sex/gender disparities between greenness exposure and cardiovascular outcomes. Our findings contribute to improve the health of people with diabetes who should be recommended to spent time and exercise in green areas.
Collapse
Affiliation(s)
- Anna Ponjoan
- Vascular Health Research Group (ISV)-Girona. Jordi Gol Institute for Primary Care Research (IDIAP Jordi Gol), 17002, Girona, Catalonia, Spain; Girona Biomedical Research Institute (IDIBGI), Dr.Trueta University Hospital, 17190, Girona, Catalonia, Spain.
| | - Jordi Blanch
- Vascular Health Research Group (ISV)-Girona. Jordi Gol Institute for Primary Care Research (IDIAP Jordi Gol), 17002, Girona, Catalonia, Spain.
| | - Lia Alves-Cabratosa
- Vascular Health Research Group (ISV)-Girona. Jordi Gol Institute for Primary Care Research (IDIAP Jordi Gol), 17002, Girona, Catalonia, Spain.
| | - Ruth Martí-Lluch
- Vascular Health Research Group (ISV)-Girona. Jordi Gol Institute for Primary Care Research (IDIAP Jordi Gol), 17002, Girona, Catalonia, Spain; Girona Biomedical Research Institute (IDIBGI), Dr.Trueta University Hospital, 17190, Girona, Catalonia, Spain.
| | - Marc Comas-Cufí
- Vascular Health Research Group (ISV)-Girona. Jordi Gol Institute for Primary Care Research (IDIAP Jordi Gol), 17002, Girona, Catalonia, Spain.
| | - Marta Cirach
- ISGlobal, 08003, Barcelona, Spain; Universitat Pompeu Fabra (UPF), 08002, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain.
| | - Mark Nieuwenhuijsen
- ISGlobal, 08003, Barcelona, Spain; Universitat Pompeu Fabra (UPF), 08002, Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), 28029, Madrid, Spain.
| | - María Del Mar Garcia-Gil
- Vascular Health Research Group (ISV)-Girona. Jordi Gol Institute for Primary Care Research (IDIAP Jordi Gol), 17002, Girona, Catalonia, Spain.
| | - Rafel Ramos
- Vascular Health Research Group (ISV)-Girona. Jordi Gol Institute for Primary Care Research (IDIAP Jordi Gol), 17002, Girona, Catalonia, Spain; Translab Research Group, Department of Medical Sciences, School of Medicine, University of Girona, Girona, Catalonia, Spain.
| |
Collapse
|
5
|
Wu L, Dong Q, Luo S, Li Y, Liu Y, Li J, Zhu Z, He M, Luo Y, Chen Q. An Empirical Study of the Restoration Potential of Urban Deciduous Forest Space to Youth. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19063453. [PMID: 35329142 PMCID: PMC8952006 DOI: 10.3390/ijerph19063453] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 03/09/2022] [Accepted: 03/10/2022] [Indexed: 11/16/2022]
Abstract
Urban deciduous forests are an important ecological resource and seasonal landscape in the urban environment. However, in the abundant literature on how urban green space promotes human health and well-being, research on urban seasonal deciduous forests is limited. This study aimed to investigate the physiological and psychological recovery potential provided of urban deciduous forest space for youths and the spatial preferences of youths regarding such spaces. We recruited 120 participants to study the restorative potential of two typical urban deciduous forest landscape spaces (experimental groups) and one urban road environment (control group). The results showed that after 15 min of observation, the blood pressure (especially the diastolic blood pressure (p < 0.01)) and pulse of the deciduous forest trail setting (DFTS) group effectively decreased, and the restorative mood significantly increased. Regarding change in emotional parameters, the DFTS group scored higher on “interest” and significantly higher than the other two groups on positive emotion. The correlation results show that density and level are the key factors affecting spatial preferences regarding complex deciduous forests. An increase in density reduces the mood of re-laxation, and an increase in level decreases fatigue and interest. We suggest (1) constructing foot-paths in urban deciduous forests to reduce their spatial density as to improve the relaxation effect and (2) increasing landscape diversity according to the forest space to facilitate user participation and interest. This study provides a scientific basis for the environmental restoration of deciduous landscapes and for urban forestry management decision-makers based on space type construction.
Collapse
Affiliation(s)
- Linjia Wu
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu 611130, China; (L.W.); (Q.D.); (Y.L.); (J.L.); (M.H.); (Y.L.)
| | - Qidi Dong
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu 611130, China; (L.W.); (Q.D.); (Y.L.); (J.L.); (M.H.); (Y.L.)
| | - Shixian Luo
- Graduate School of Horticulture, Chiba University, Chiba 263-8522, Japan;
| | - Yanling Li
- School of Literature and Arts, Southwest University of Science and Technology, Mianyang 621010, China;
| | - Yuzhou Liu
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu 611130, China; (L.W.); (Q.D.); (Y.L.); (J.L.); (M.H.); (Y.L.)
| | - Jiani Li
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu 611130, China; (L.W.); (Q.D.); (Y.L.); (J.L.); (M.H.); (Y.L.)
| | - Zhixian Zhu
- School of Fine Arts and Design, Chengdu University, Chengdu 610106, China;
| | - Mingliang He
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu 611130, China; (L.W.); (Q.D.); (Y.L.); (J.L.); (M.H.); (Y.L.)
| | - Yuhang Luo
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu 611130, China; (L.W.); (Q.D.); (Y.L.); (J.L.); (M.H.); (Y.L.)
| | - Qibing Chen
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu 611130, China; (L.W.); (Q.D.); (Y.L.); (J.L.); (M.H.); (Y.L.)
- Correspondence:
| |
Collapse
|
6
|
Fanxiao K, Huazhong Y, Weidong X. Study on Structural Characteristics of Composite Smart Grille Based on Principal Component Analysis. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022; 2022:4712041. [PMID: 35035459 PMCID: PMC8754626 DOI: 10.1155/2022/4712041] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 12/09/2021] [Accepted: 12/16/2021] [Indexed: 11/17/2022]
Abstract
In recent years, many scholars have conducted in-depth and extensive research on the mechanical properties, preparation methods, and structural optimization of grid structural materials. In this paper, the structural characteristics of composite intelligent grid are studied by combining theoretical analysis with experiments. According to the existing conditions in the laboratory, the equilateral triangular grid structure experimental pieces were prepared. In this paper, principal component analysis combined with nearest neighbor method was used to detect the damage of composite plates. On this basis, the multiobjective robustness optimization of the structure is carried out based on artificial intelligence algorithm, which makes the structure quality and its sensitivity to uncertain parameters lower. Particle swarm optimization (PSO) is used in neural network training. The damage characteristics of different grid structures, different impact positions, and different impact energies were studied. The results show that the structural damage types, areas, and propagation characteristics are very different when the structure is impacted at different positions, which verifies that the grid structure has a good ability to limit the damage diffusion and shows that the grid structure has a good ability to resist damage.
Collapse
Affiliation(s)
- Kong Fanxiao
- College of Materials Science and Engineering, Chongqing University, Chongqing 400044, China
- School of Mechanical and Transportation Engineering of Guangxi University of Science, Guangxi, China
| | - Yao Huazhong
- Research Institute of Science and Technology of Chinalco, Beijing, China
| | - Xie Weidong
- College of Materials Science and Engineering, Chongqing University, Chongqing 400044, China
| |
Collapse
|
7
|
Jennings V, Reid CE, Fuller CH. Green infrastructure can limit but not solve air pollution injustice. Nat Commun 2021; 12:4681. [PMID: 34344872 PMCID: PMC8333325 DOI: 10.1038/s41467-021-24892-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 06/08/2021] [Indexed: 12/04/2022] Open
Abstract
Outdoor air pollution contributes to millions of deaths worldwide yet air pollution has differential exposures across racial/ethnic groups and socioeconomic status. While green infrastructure has the potential to decrease air pollution and provide other benefits to human health, vegetation alone cannot resolve health disparities related to air pollution injustice. We discuss how unequal access to green infrastructure can limit air quality improvements for marginalized communities and provide strategies to move forward.
Collapse
Affiliation(s)
- Viniece Jennings
- Department of Public Health, Agnes Scott College, Decatur, GA, USA.
| | - Colleen E Reid
- Geography Department, University of Colorado Boulder, Boulder, CO, USA
| | - Christina H Fuller
- Department of Population Health Sciences, Georgia State University School of Public Health, Atlanta, GA, USA
| |
Collapse
|
8
|
Aerts R, Nemery B, Bauwelinck M, Trabelsi S, Deboosere P, Van Nieuwenhuyse A, Nawrot TS, Casas L. Residential green space, air pollution, socioeconomic deprivation and cardiovascular medication sales in Belgium: A nationwide ecological study. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 712:136426. [PMID: 31945528 DOI: 10.1016/j.scitotenv.2019.136426] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Revised: 12/04/2019] [Accepted: 12/29/2019] [Indexed: 05/17/2023]
Abstract
Green space may improve cardiovascular (CV) health, for example by promoting physical activity and by reducing air pollution, noise and heat. Socioeconomic and environmental factors may modify the health effects of green space. We examined the association between residential green space and reimbursed CV medication sales in Belgium between 2006 and 2014, adjusting for socioeconomic deprivation and air pollution. We analyzed data for 11,575 census tracts using structural equation models for the entire country and for the administrative regions. Latent variables for green space, air pollution and socioeconomic deprivation were used as predictors of CV medication sales and were estimated from the number of patches of forest, census tract relative forest cover and relative forest cover within a 600 m buffer around the census tract; annual mean concentrations of PM2.5, BC and NO2; and percentages of inhabitants that were foreign-born from lower- and mid-income countries, unemployed or had no higher education. A direct association between socioeconomic deprivation and CV medication sales [parameter estimate (95% CI): 0.26 (0.25; 0.28)] and inverse associations between CV medication sales and green space [-0.71 (-0.80; -0.61)] and air pollution [-1.62 (-1.69; -0.61)] were observed. In the regional models, the association between green space and CV medication sales was stronger in the region with relatively low green space cover (Flemish Region, standardized estimate -0.16) than in the region with high green space cover (Walloon Region, -0.10). In the highly urbanized Brussels Capital Region the association tended towards the null. In all regions, the associations between CV medication sales and socioeconomic deprivation were direct and more prominent. Our results suggest that there may be an inverse association between green space and CV medication sales, but socioeconomic deprivation was always the strongest predictor of CV medication sales.
Collapse
Affiliation(s)
- Raf Aerts
- Risk and Health Impact Assessment, Sciensano (Belgian Institute of Health), Juliette Wytsmanstraat 14, BE-1050 Brussels, Belgium; Division Ecology, Evolution and Biodiversity Conservation, University of Leuven (KU Leuven), Kasteelpark Arenberg 31-2435, BE-3001 Leuven, Belgium; Center for Environmental Sciences, University of Hasselt, Agoralaan D, BE-3590 Diepenbeek, Hasselt, Belgium; Division Forest, Nature and Landscape, University of Leuven, Celestijnenlaan 200E-2411, BE-3001 Leuven, Belgium.
| | - Benoit Nemery
- Center for Environment and Health, Department of Public Health and Primary Care, University of Leuven, Herestraat 49-706, BE-3000 Leuven, Belgium.
| | - Mariska Bauwelinck
- Interface Demography, Department of Sociology, Vrije Universiteit Brussel, Pleinlaan 5, BE-1050 Brussels, Belgium.
| | - Sonia Trabelsi
- Louvain Institute of Data Analysis and Modeling in Economics and Statistics, UCLouvain, Voie du Roman Pays, 34 bte L1.03.01, BE-1348 Louvain-la-Neuve, Belgium.
| | - Patrick Deboosere
- Interface Demography, Department of Sociology, Vrije Universiteit Brussel, Pleinlaan 5, BE-1050 Brussels, Belgium.
| | - An Van Nieuwenhuyse
- Risk and Health Impact Assessment, Sciensano (Belgian Institute of Health), Juliette Wytsmanstraat 14, BE-1050 Brussels, Belgium; Center for Environment and Health, Department of Public Health and Primary Care, University of Leuven, Herestraat 49-706, BE-3000 Leuven, Belgium.
| | - Tim S Nawrot
- Center for Environmental Sciences, University of Hasselt, Agoralaan D, BE-3590 Diepenbeek, Hasselt, Belgium; Center for Environment and Health, Department of Public Health and Primary Care, University of Leuven, Herestraat 49-706, BE-3000 Leuven, Belgium
| | - Lidia Casas
- Center for Environment and Health, Department of Public Health and Primary Care, University of Leuven, Herestraat 49-706, BE-3000 Leuven, Belgium; Epidemiology and Social Medicine, University of Antwerp, Universiteitsplein 1-R.232, BE-2610 Wilrijk, Antwerp, Belgium.
| |
Collapse
|