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 …
Uses and limitations of social media to inform visitor use management in parks and protected areas: A systematic review
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 …
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
Ecosystem services are essential for human well-being, but are currently facing many
natural and anthropogenic threats. Modeling and mapping ecosystem services helps us …
natural and anthropogenic threats. Modeling and mapping ecosystem services helps us …
Cultural ecosystem services evaluation using geolocated social media data: A review
Abstract Cultural Ecosystem Service (CES) evaluation is the basis for various environmental
management and policymaking for nature-based tourism destinations including national …
management and policymaking for nature-based tourism destinations including national …
Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models
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 …
services (CES). Nevertheless, social media data analyses in the context of CES can be time …
Potential supply and actual use of cultural ecosystem services in mountain protected areas and their surroundings
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 …
Assessment of actual use of ecosystem services by beneficiaries remains less covered and …
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 …
[HTML][HTML] A tag is worth a thousand pictures: A framework for an empirically grounded typology of relational values through social media
Environmental values depend on social-ecological interactions and, in turn, influence the
production of the underlying biophysical ecosystems. Understanding the nuanced nature of …
production of the underlying biophysical ecosystems. Understanding the nuanced nature of …
Role of scavengers in providing non-material contributions to people
In today's societies, scavengers play an important role as providers of nature's contribution
to people (NCP), such as disease control and carcass removal. Yet very little is known about …
to people (NCP), such as disease control and carcass removal. Yet very little is known about …
Climate change and the demand for recreational ecosystem services on public lands in the continental United States
Cultural ecosystem services represent nonmaterial benefits people derive from the
environment; these benefits include outdoor recreation opportunities. Changes in climatic …
environment; these benefits include outdoor recreation opportunities. Changes in climatic …