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 …

Uses and limitations of social media to inform visitor use management in parks and protected areas: A systematic review

EJ Wilkins, SA Wood, JW Smith - Environmental Management, 2021 - Springer
Social media are being increasingly used to inform visitor use management in parks and
protected areas. We review the state of the scientific literature to understand the ways social …

[HTML][HTML] A review of machine learning and big data applications in addressing ecosystem service research gaps

K Manley, C Nyelele, BN Egoh - Ecosystem Services, 2022 - Elsevier
Ecosystem services are essential for human well-being, but are currently facing many
natural and anthropogenic threats. Modeling and mapping ecosystem services helps us …

Healthy food on Instagram social network: vegan, homemade and clean eating

L Pilař, LK Stanislavská, R Kvasnička, R Hartman… - Nutrients, 2021 - mdpi.com
Social media platforms have become part of many people's lives. Users are spending more
and more time on these platforms, creating an active and passive digital footprint through …

Street View Imagery (SVI) in the built environment: A theoretical and systematic review

Y Li, L Peng, C Wu, J Zhang - Buildings, 2022 - mdpi.com
Street view imagery (SVI) provides efficient access to data that can be used to research
spatial quality at the human scale. The previous reviews have mainly focused on specific …

[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 …

In the AI of the beholder: A comparative analysis of computer vision-assisted characterizations of human-nature interactions in urban green spaces

A Ghermandi, Y Depietri, M Sinclair - Landscape and Urban Planning, 2022 - Elsevier
Big data from photo-sharing platforms offer unique opportunities for the study of human-
nature interactions and landscape planning. Research increasingly relies on computer …

Exploring public values through Twitter data associated with urban parks pre-and post-COVID-19

JH Huang, MF Floyd, LG Tateosian, JA Hipp - Landscape and Urban …, 2022 - Elsevier
Since school and business closures due to the evolving COVID-19 outbreak, urban parks
have been a popular destination, offering spaces for daily fitness activities and an escape …

Eliciting users' preferences and values in urban parks: Evidence from analyzing social media data from Hong Kong

C Wan, GQ Shen, S Choi - Urban Forestry & Urban Greening, 2021 - Elsevier
Users' preferences and values in urban parks is important information for establishing social
marketing strategies and therefore policymakers to consider. This study investigates the …

Landschaft und (soziale) Medien

L Koegst - Handbuch Landschaft, 2024 - Springer
Ziel des vorliegenden Handbuchbeitrages ist die überblicksartige Darstellung der
Verknüpfung von (sozialen) Medien und Landschaft in wissenschaftlichen Untersuchungen …