Spatiotemporal Patterns of Visitors in Urban Green Parks by Mining Social Media Big Data Based Upon WHO Reports
Open Access
- 11 February 2020
- journal article
- research article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Access
- Vol. 8, 39197-39211
Abstract
Green parks in urban areas are believed to enhance the well-being of residents. The importance of green spaces to support health and fitness in urban areas has recently regained interest. Reports released in 2010-2016 by the World Health Organization (WHO) on urban planning, environment, and health stated that green spaces can have a positive impact on physical activity, social and mental well-being, enhance air quality and decrease noise exposure. We analyzed the number of check-ins in various parks of Shanghai by utilizing geotagged social media network check-in data. This article presents a descriptive study using social media data by obtaining the three-year comparison of spatial and temporal patterns of park visits to raise public awareness that green parks provide a healthy environment that can be beneficial for the well-being of urban citizens. We investigated the visitor spatiotemporal behavior in more than 115 green parks in 10 districts of Shanghai with approximately 250,000 check-ins. We examined 3 years of geotagged data and our main findings are: (i) the spatial and temporal variations of users in urban green parks (ii) the gender differences in space and time with relation to urban green parks. The main objective of this article is to present evident data for policymakers on the advantages of providing green spaces access to urban citizens and to facilitate cities with systematic approaches to provide green space access to improve the health of urban citizens.Keywords
Funding Information
- Natural Science Foundation of Anhui Province (1908085MF178)
- Anhui Excellent Young Talents Support Program Project (gxyqZD2019069)
- Science and Technology Commission of Shanghai Municipality (18510760300)
This publication has 69 references indexed in Scilit:
- Contributions of cultural services to the ecosystem services agendaProceedings of the National Academy of Sciences, 2012
- Density estimation and adaptive bandwidths: A primer for public health practitionersInternational Journal of Health Geographics, 2010
- Parks and physical activity: Why are some parks used more than others?Preventive Medicine, 2010
- Does the built environment relate to the metabolic syndrome in adolescents?Health & Place, 2009
- The complexities of measuring access to parks and physical activity sites in New York City: a quantitative and qualitative approachInternational Journal of Health Geographics, 2009
- Obesity and the Built Environment: Does the Density of Neighborhood Fast-Food Outlets Matter?American Journal of Health Promotion, 2009
- Do poorer people have poorer access to local resources and facilities? The distribution of local resources by area deprivation in Glasgow, ScotlandSocial Science & Medicine, 2008
- Children living in areas with more street trees have lower prevalence of asthma: Table 1Journal of Epidemiology and Community Health, 2008
- Comparing Perception-Based and Geographic Information System (GIS)-Based Characterizations of the Local Food EnvironmentJournal of Urban Health, 2008
- Greenspace, urbanity and health: relationships in EnglandJournal of Epidemiology and Community Health, 2007