Fine-grained assessment of greenspace satisfaction at regional scale using content analysis of social media and machine learning

Z Wang, Z Zhu, M Xu, S Qureshi - Science of the Total Environment, 2021 - Elsevier
Assessing perceptions of green spaces is of considerable interest to developers aiming for
sustainable urbanization. However, there are numerous challenges facing the development …

Research on the satisfaction of Beijing waterfront green space landscape based on social media data

S Cheng, Z Zhai, W Sun, Y Wang, R Yu, X Ge - Land, 2022 - mdpi.com
Urban blue–green space is essential to the normal functioning of the urban landscape
ecosystem, and it is also a significant metric for assessing the quality of urban human …

Revealing the differences of urban parks' services to human wellbeing based upon social media data

Z Wang, Y Miao, M Xu, Z Zhu, S Qureshi… - Urban Forestry & Urban …, 2021 - Elsevier
Urban green spaces provide a range of services to urban residents; however, how these
distinct spaces provide different services, if any, to human wellbeing has been seldom …

Parks, green space, and happiness: a spatially specific sentiment analysis using microblogs in Shanghai, China

S Lai, B Deal - Sustainability, 2022 - mdpi.com
Green spaces, particularly urban parks, provide essential environmental, aesthetic, and
recreational benefits to human health, well-being, and happiness. However, traditional forms …

Mapping urban park cultural ecosystem services: A comparison of twitter and semi-structured interview methods

ML Johnson, LK Campbell, ES Svendsen, HL McMillen - Sustainability, 2019 - mdpi.com
Understanding the benefits received from urban greenspace is critical for planning and
decision-making. The benefits of parks can be challenging to measure and evaluate, which …

Measuring visitor satisfaction toward peri-urban green and open spaces based on social media data

Y Sun, Y Shao - Urban Forestry & Urban Greening, 2020 - Elsevier
The peri-urban area has become a heated target of research in developing countries
against the background of rapid urbanization. Especially, as the provider of ecological …

Analyzing the spatiotemporal patterns in green spaces for urban studies using location-based social media data

H Ullah, W Wan, S Ali Haidery, NU Khan… - … International Journal of …, 2019 - mdpi.com
Green parks are vital public spaces and play a major role in urban living and well-being.
Research on the attractiveness of green parks often relies on traditional techniques, such as …

Which environmental features contribute to positive and negative perceptions of urban parks? A cross-cultural comparison using online reviews and Natural …

S Huai, T Van de Voorde - Landscape and Urban Planning, 2022 - Elsevier
Assessing the perceptions of urban parks and understanding the relationships between
environmental features and park perceptions are critical to the design and management of …

A framework for urban parks: Using social media data to assess Bryant Park, New York

J Fernandez, Y Song, M Padua, P Liu - Landscape Journal, 2022 - lj.uwpress.org
Parks play a critical role in the health and well-being of people in urban environments.
Recent events such as the COVID-19 pandemic have underscored the importance of public …

Emerging social media data on measuring urban park use

Y Chen, X Liu, W Gao, RY Wang, Y Li, W Tu - Urban forestry & urban …, 2018 - Elsevier
Green urban infrastructure, which serves the interests of both human and nature, are
considered as essential assets of urban residents. However, measuring the use of green …