Social media data for environmental sustainability: A critical review of opportunities, threats, and ethical use

A Ghermandi, J Langemeyer, D Van Berkel, F Calcagni… - One Earth, 2023 - cell.com
Social media data are transforming sustainability science. However, challenges from
restrictions in data accessibility and ethical concerns regarding potential data misuse have …

[HTML][HTML] A systematic review on subjective well-being benefits associated with cultural ecosystem services

A Nowak-Olejnik, U Schirpke, U Tappeiner - Ecosystem Services, 2022 - Elsevier
Cultural ecosystem services (CES) are increasingly addressed in research, but conceptual
and methodological issues still limit their integration into management and decision-making …

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 …

Map** indicators of cultural ecosystem services use in urban green spaces based on text classification of geosocial media data

M Gugulica, D Burghardt - Ecosystem Services, 2023 - Elsevier
In our increasingly urbanized world, the cultural ecosystem services (CES) provided by
urban nature play a crucial role in enabling and maintaining the well-being of urban …

[HTML][HTML] Emerging technologies for assessing ecosystem services: A synthesis of opportunities and challenges

U Schirpke, A Ghermandi, M Sinclair, D Van Berkel… - Ecosystem Services, 2023 - Elsevier
Rapid technological development opens up new opportunities for assessing ecosystem
services (ES), which may help to overcome current knowledge gaps and limitations in data …

Relational values of nature in empirical research: A systematic review

DF Pratson, N Adams, RK Gould - People and Nature, 2023 - Wiley Online Library
In the past 5 years, scholarly and policy attention to relational values, a concept that
articulates plural values of nature, has grown steadily. To date, there are no published …

[HTML][HTML] The current and future uses of machine learning in ecosystem service research

M Scowen, IN Athanasiadis, JM Bullock… - Science of the Total …, 2021 - Elsevier
Abstract Machine learning (ML) expands traditional data analysis and presents a range of
opportunities in ecosystem service (ES) research, offering rapid processing of 'big data'and …

A network analysis of global cephalopod trade

A Ospina-Alvarez, S de Juan, P Pita, GB Ainsworth… - Scientific reports, 2022 - nature.com
The global trade in cephalopods is a multi-billion dollar business involving the fishing and
production of more than ten commercially valuable species. It also contributes, in whole or in …

[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 …

[HTML][HTML] Explicit quantification of coastal cultural ecosystem services: A novel approach based on the content and sentimental analysis of social media

H Cao, M Wang, S Su, M Kang - Ecological Indicators, 2022 - Elsevier
Ecosystem service assessments have been conducted for coastal management with a
primary focus on tangible natural capital. Thus far, the explicit variation of cultural ecosystem …