Promises and pitfalls of using computer vision to make inferences about landscape preferences: Evidence from an urban-proximate park system

Exploring human–nature interactions in national parks with social media photographs and computer vision

(2021) Tuomas Väisänen et al.   CONSERVATION BIOLOGY

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

(2021) Andrea Ghermandi et al.   LANDSCAPE AND URBAN PLANNING

Using social media user attributes to understand human–environment interactions at urban parks

(2020) Xiao Ping Song et al.   Scientific Reports

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

Comparing outdoor recreation preferences in peri-urban landscapes using different data gathering methods

(2020) Franziska Komossa et al.   LANDSCAPE AND URBAN PLANNING

Landscape aesthetics: Spatial modelling and mapping using social media images and machine learning

(2020) A.S. Gosal et al.   ECOLOGICAL INDICATORS

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

(2020) Emily J. Wilkins et al.   ENVIRONMENTAL MANAGEMENT

Understanding the use of urban green spaces from user-generated geographic information

(2020) Vuokko Heikinheimo et al.   LANDSCAPE AND URBAN PLANNING

Evaluating tourist profiles and nature-based experiences in Biosphere Reserves using Flickr: Matches and mismatches between online social surveys and photo content analysis

(2020) Ricardo Moreno-Llorca et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Next-generation visitation models using social media to estimate recreation on public lands

(2020) Spencer A. Wood et al.   Scientific Reports

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

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

Characteristics of urban green spaces in relation to aesthetic preference and stress recovery

(2019) Ronghua Wang et al.   URBAN FORESTRY & URBAN GREENING

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

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

Exploring park visitor perceptions of ‘flowering bee lawns’ in neighborhood parks in Minneapolis, MN, US

(2019) Hannah Ramer 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

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

(2019) Michelle Johnson et al.   Sustainability

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

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

(2018) Chelsey Walden-Schreiner et al.   AMBIO

Describing and comparing landscapes using tags, texts, and free lists: an interdisciplinary approach

(2018) Flurina M. Wartmann et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

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

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 image recognition to automate assessment of cultural ecosystem services from social media photographs

(2018) Daniel R. Richards et al.   Ecosystem Services

Quantifying the visual-sensory landscape qualities that contribute to cultural ecosystem services using social media and LiDAR

(2018) Derek B. Van Berkel et al.   Ecosystem Services

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

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

Public perceptions and preferences for wildflower meadows in Beijing, China

(2017) Yarong Jiang et al.   URBAN FORESTRY & URBAN GREENING

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

(2017) Anna Hausmann et al.   Conservation Letters

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

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

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

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

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

Landscape aesthetics: Assessing the general publics' preferences towards rural landscapes

(2011) Peter Howley   ECOLOGICAL ECONOMICS