Social media data for environmental sustainability: A critical review of opportunities, threats, and ethical use
Social media data are transforming sustainability science. However, challenges from
restrictions in data accessibility and ethical concerns regarding potential data misuse have …
restrictions in data accessibility and ethical concerns regarding potential data misuse have …
Machine learning in landscape ecological analysis: a review of recent approaches
Abstract Context Artificial Intelligence (AI) has rapidly developed over the past several
decades. Several related AI approaches, such as Machine Learning (ML), have been …
decades. Several related AI approaches, such as Machine Learning (ML), have been …
[HTML][HTML] Using social media data and machine learning to map recreational ecosystem services
Crowdsourced geotagged social media data and machine learning approaches have
emerged as promising tools for mapping ecosystem services, especially cultural ecosystem …
emerged as promising tools for mapping ecosystem services, especially cultural ecosystem …
Harnessing artificial intelligence technology and social media data to support Cultural Ecosystem Service assessments
L Egarter Vigl, T Marsoner, V Giombini… - People and …, 2021 - Wiley Online Library
Abstract Cultural Ecosystem Services (CESs), such as aesthetic and recreational enjoyment,
as well as sense of place and cultural heritage, play an outstanding role in the contribution …
as well as sense of place and cultural heritage, play an outstanding role in the contribution …
Mapping and assessing coastal recreation cultural ecosystem services supply, flow, and demand in Lithuania
Coastal recreation as a cultural ecosystem service (CES) is key to human wellbeing.
However, anthropogenic impacts at the coast affect CES supply. Mapping and assessing …
However, anthropogenic impacts at the coast affect CES supply. Mapping and assessing …
In the AI of the beholder: A comparative analysis of computer vision-assisted characterizations of human-nature interactions in urban green spaces
Big data from photo-sharing platforms offer unique opportunities for the study of human-
nature interactions and landscape planning. Research increasingly relies on computer …
nature interactions and landscape planning. Research increasingly relies on computer …
Public participation GIS versus geolocated social media data to assess urban cultural ecosystem services: Instances of complementarity
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 …
participation GIS (PPGIS) is widely used to assess and map these services. However, it is …
Valuing cultural ecosystem services combining deep learning and benefit transfer approach
The importance placed by policy-makers on cultural ecosystem services (CES) is on the rise
worldwide, inducing a growing interest in the development of innovative approaches for their …
worldwide, inducing a growing interest in the development of innovative approaches for their …
Beyond land cover: How integrated remote sensing and social media data analysis facilitates assessment of cultural ecosystem services
Coupled usage of remote sensing and geotagged social media data responds to the
growing interest in the spatially explicit operationalisation of cultural ecosystem services …
growing interest in the spatially explicit operationalisation of cultural ecosystem services …
Participatory mapping of cultural ecosystem services in madrid: Insights for landscape planning
V García-Díez, M García-Llorente, JA González - Land, 2020 - mdpi.com
Cultural ecosystem services are gaining increasing attention in the scientific literature,
despite the conceptual and methodological difficulties associated with their assessment. We …
despite the conceptual and methodological difficulties associated with their assessment. We …