Uses and Limitations of Social Media to Inform Visitor Use Management in Parks and Protected Areas: A Systematic Review

Digital conservation in biosphere reserves: Earth observations, social media, and nature's cultural contributions to people

(2020) Ana Sofia Vaz et al.   Conservation Letters

Re-epithelialization and immune cell behaviour in an ex vivo human skin model

(2020) Ana Rakita et al.   Scientific Reports

An assessment of the aesthetic value of protected wetlands based on a photo content and its metadata

(2020) Yuno Do et al.   ECOLOGICAL ENGINEERING

Using social media to estimate visitor provenance and patterns of recreation in Germany's national parks

(2020) Michael Sinclair et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Exploration of Social Media for Observing Improper Tourist Behaviors in a National Park

(2019) Shu-Chun L. Huang et al.   Sustainability

Passive crowdsourcing of social media in environmental research: A systematic map

(2019) Andrea Ghermandi et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS

Social media data for conservation science: A methodological overview

(2019) Tuuli Toivonen et al.   BIOLOGICAL CONSERVATION

What can volunteered geographic information tell us about the different ways mountain bikers, runners and walkers use urban reserves?

(2019) Patrick Norman et al.   LANDSCAPE AND URBAN PLANNING

Assessing cultural ecosystem services of a large marine protected area through social media photographs

(2019) Jared Retka et al.   OCEAN & COASTAL MANAGEMENT

Attendance trends threaten future operations of America’s state park systems

(2019) Jordan W. Smith et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Twitter sentiment in New York City parks as measure of well-being

(2019) Richard A. Plunz et al.   LANDSCAPE AND URBAN PLANNING

Earth observation and social media: Evaluating the spatiotemporal contribution of non-native trees to cultural ecosystem services

(2019) Ana Sofia Vaz et al.   REMOTE SENSING OF ENVIRONMENT

Using social media, machine learning and natural language processing to map multiple recreational beneficiaries

(2019) Arjan S. Gosal et al.   Ecosystem Services

Using social media images to assess ecosystem services in a remote protected area in the Argentinean Andes

(2019) Sebastian Dario Rossi et al.   AMBIO

Factors influencing park popularity for mountain bikers, walkers and runners as indicated by social media route data

(2019) Patrick Norman et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Understanding an Urban Park through Big Data

(2019) Jisoo Sim et al.   International Journal of Environmental Research and Public Health

Mapping Urban Park Cultural Ecosystem Services: A Comparison of Twitter and Semi-Structured Interview Methods

(2019) Michelle Johnson et al.   Sustainability

Landscape characterization using photographs from crowdsourced platforms: content analysis of social media photographs

(2019) Aitor Àvila Callau et al.   Open Geosciences

Crowd‐sourced data reveal social–ecological mismatches in phenology driven by climate

(2019) Ian K Breckheimer et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Deciphering the recreational use of urban parks: Experiments using multi-source big data for all Chinese cities

(2019) Fangzheng Li et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Landscape coherence revisited: GIS-based mapping in relation to scenic values and preferences estimated with geolocated social media data

(2019) Oleksandr Karasov et al.   ECOLOGICAL INDICATORS

Using crowd-sourced photos to assess seasonal patterns of visitor use in mountain-protected areas

(2018) Chelsey Walden-Schreiner et al.   AMBIO

Recreational use in dispersed public lands measured using social media data and on-site counts

(2018) David M. Fisher et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Aesthetic appreciation of the cultural landscape through social media: An analysis of revealed preference in the Dutch river landscape

(2018) Koen F. Tieskens et al.   LANDSCAPE AND URBAN PLANNING

Using social media to understand drivers of urban park visitation in the Twin Cities, MN

(2018) Marie L. Donahue et al.   LANDSCAPE AND URBAN PLANNING

Using social media to quantify spatial and temporal dynamics of nature-based recreational activities

(2018) Francesca Mancini et al.   PLoS One

Inequality in access to cultural ecosystem services from protected areas in the Chilean biodiversity hotspot

(2018) Maria Jose Martinez-Harms et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A crowdsourced valuation of recreational ecosystem services using social media data: An application to a tropical wetland in India

(2018) Michael Sinclair et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Recreational visits to urban parks and factors affecting park visits: Evidence from geotagged social media data

(2018) Sai Zhang et al.   LANDSCAPE AND URBAN PLANNING

A salience index for integrating multiple user perspectives in cultural ecosystem service assessments

(2018) Felipe A.S. Vieira et al.   Ecosystem Services

Beyond Spatial Proximity—Classifying Parks and Their Visitors in London Based on Spatiotemporal and Sentiment Analysis of Twitter Data

(2018) Anna Kovacs-Györi et al.   ISPRS International Journal of Geo-Information

Combining social media photographs and species distribution models to map cultural ecosystem services: The case of a Natural Park in Portugal

(2018) Pedro Clemente et al.   ECOLOGICAL INDICATORS

Social Media Data Can Be Used to Understand Tourists’ Preferences for Nature-Based Experiences in Protected Areas

(2017) Anna Hausmann et al.   Conservation Letters

Demand and supply of cultural ecosystem services: Use of geotagged photos to map the aesthetic value of landscapes in Hokkaido

(2017) Nobuhiko Yoshimura et al.   Ecosystem Services

User-Generated Geographic Information for Visitor Monitoring in a National Park: A Comparison of Social Media Data and Visitor Survey

(2017) Vuokko Heikinheimo et al.   ISPRS International Journal of Geo-Information

Ror2 signaling regulates Golgi structure and transport through IFT20 for tumor invasiveness

(2017) Michiru Nishita et al.   Scientific Reports

Instagram, Flickr, or Twitter: Assessing the usability of social media data for visitor monitoring in protected areas

(2017) Henrikki Tenkanen et al.   Scientific Reports

Measuring recreational visitation at U.S. National Parks with crowd-sourced photographs

(2016) Carrie Sessions et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Spatial and Temporal Dynamics and Value of Nature-Based Recreation, Estimated via Social Media

(2016) Laura J. Sonter et al.   PLoS One

Where have all the people gone? Enhancing global conservation using night lights and social media

(2015) Noam Levin et al.   ECOLOGICAL APPLICATIONS

Visualizing the perceived environment using crowdsourced photo geodata

(2015) Alexander Dunkel   LANDSCAPE AND URBAN PLANNING

Embedding ecosystem services in coastal planning leads to better outcomes for people and nature

(2015) Katie K. Arkema et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Social media definition and the governance challenge: An introduction to the special issue

(2015) Jonathan A. Obar et al.   TELECOMMUNICATIONS POLICY

Using Social Media to Measure the Contribution of Red List Species to the Nature-Based Tourism Potential of African Protected Areas

(2015) Louise Willemen et al.   PLoS One

Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement

(2013) David Moher   ANNALS OF INTERNAL MEDICINE

Using Social Media to Discover Public Values, Interests, and Perceptions about Cattle Grazing on Park Lands

(2013) Sheila J. Barry   ENVIRONMENTAL MANAGEMENT

Using geotagged photographs and GIS analysis to estimate visitor flows in natural areas

(2013) Francesco Orsi et al.   JOURNAL FOR NATURE CONSERVATION

The Geography of Happiness: Connecting Twitter Sentiment and Expression, Demographics, and Objective Characteristics of Place

(2013) Lewis Mitchell et al.   PLoS One

Using social media to quantify nature-based tourism and recreation

(2013) Spencer A. Wood et al.   Scientific Reports