Using social media photos and computer vision to assess cultural ecosystem services and landscape features in urban parks

S Huai, F Chen, S Liu, F Canters, T Van de Voorde - Ecosystem Services, 2022 - Elsevier
Urban parks are important public places that provide an opportunity for city dwellers to
interact with nature. In recent years, social media data have become a promising data …

[HTML][HTML] Social media data in urban design and landscape research: A Comprehensive literature review

C Yang, T Liu - Land, 2022 - mdpi.com
Social media data have been widely used in natural sciences and social sciences in the
past 5 years, benefiting from the rapid development of deep learning frameworks and Web …

A critical review and assessment of the last 15 years of experience design research in a nature-based tourism context

A Mandić, SF McCool - Journal of ecotourism, 2023 - Taylor & Francis
This paper delivers a critical review and assessment of the last 15 years of experience
design research in an NBT context. We employed a systematic approach to review the …

Are social media data and survey data consistent in measuring park visitation, park satisfaction, and their influencing factors? A case study in Shanghai

S Huai, S Liu, T Zheng, T Van de Voorde - Urban Forestry & Urban …, 2023 - Elsevier
Given the importance of urban parks for recreation, it is critical to understand how they are
used and perceived. Currently, relatively few studies have examined the public's activities …

Public participation GIS versus geolocated social media data to assess urban cultural ecosystem services: Instances of complementarity

Y Depietri, A Ghermandi, S Campisi-Pinto… - Ecosystem Services, 2021 - Elsevier
Cultural ecosystem services (CES) are important components of urban quality of life. Public
participation GIS (PPGIS) is widely used to assess and map these services. However, it is …

[HTML][HTML] What can geotagged photographs tell us about cultural ecosystem services of lakes?

U Schirpke, E Tasser, M Ebner, U Tappeiner - Ecosystem Services, 2021 - Elsevier
Natural and artificial lakes provide multiple cultural ecosystem services (CES), but they are
largely underrepresented in CES assessments, which mostly focus on individual large lakes …

Potential supply and actual use of cultural ecosystem services in mountain protected areas and their surroundings

E Crouzat, A De Frutos, V Grescho, S Carver… - Ecosystem Services, 2022 - Elsevier
The potential supply of ecosystem services is often assessed using land cover data.
Assessment of actual use of ecosystem services by beneficiaries remains less covered and …

Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models

AS Cardoso, F Renna, R Moreno-Llorca… - Ecosystem Services, 2022 - Elsevier
Crowdsourced social media data has become popular for assessing cultural ecosystem
services (CES). Nevertheless, social media data analyses in the context of CES can be time …

Enriching social media data allows a more robust representation of cultural ecosystem services

N Fox, LJ Graham, F Eigenbrod, JM Bullock… - Ecosystem Services, 2021 - Elsevier
Images and textual metadata from social media sites such as Flickr have been used to
understand the drivers and distributions of cultural ecosystem services (CES). However …

[HTML][HTML] Understanding the sentiment associated with cultural ecosystem services using images and text from social media

I Havinga, D Marcos, P Bogaart, D Tuia, L Hein - Ecosystem Services, 2024 - Elsevier
Social media is increasingly being employed to develop Cultural Ecosystem Services (CES)
indicators. The image-sharing platform Flickr has been one of the most popular sources of …