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

No abstract is available for this paper.

• Publication year

  2016

• Venue

  Journal of Environmental Management

• Publication date

  2016-12-01

• Fields of study

  Geography, Medicine, Environmental Science

• Identifiers
  DOI 10.1016/j.jenvman.2016.09.018PMID 27641652
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

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

  2016cited by this paper
• Incorporating the visibility of coastal energy infrastructure into multi-criteria siting decisions

  2015cited by this paper
• Nowcasting Intraseasonal Recreational Fishing Harvest with Internet Search Volume

  2015cited by this paper
• Embedding ecosystem services in coastal planning leads to better outcomes for people and nature

  2015cited by this paper
• The measurement of environmental and resource values : theory and methods

  2014cited by this paper
• Worldwide trends in fishing interest indicated by Internet search volume

  2013cited by this paper
• Valuation of National Park System Visitation: The Efficient Use of Count Data Models, Meta-Analysis, and Secondary Visitor Survey Data

  2013influential reference
• Who Visits a National Park and What do They Get Out of It?: A Joint Visitor Cluster Analysis and Travel Cost Model for Yellowstone National Park

  2013cited by this paper
• Using social media to quantify nature-based tourism and recreation

  2013influential reference
• A time series analysis of the impact of recession on national park visitation in the United States

  2013cited by this paper
• Estimating the Economic Value of National Parks with Count Data Models Using On-Site, Secondary Data: The Case of the Great Sand Dunes National Park and Preserve

  2009cited by this paper
• State dependence and heterogeneity in fishing location choice

  2005cited by this paper
• Choice Behavior Under Time-Variant Quality

  2004cited by this paper
• Time series analysis.

  2003cited by this paper
• Valuing Environmental and Natural Resources: The Econometrics of Non-Market Valuation

  2002cited by this paper
• Counting on Recreation Use Data: A Call for Long-Term Monitoring

  2000cited by this paper
• Regression Analysis of Count Data

  1998cited by this paper
• An Estimable Dynamic Model of Recreation Behavior with an Application to Great Lakes Angling

  1997cited by this paper
• What have we learned since hotelling's letter?: A meta-analysis

  1990cited by this paper

• Strava Metro mobility data provides accurate estimates of recreation use in Urban-Proximate Protected Areas

  2026cites this paper
• Quantifying cultural ecosystem services in urban parks using social media and large language models: Insights for Beijing’s Garden City initiative

  2026cites this paper
• Multiple sources of volunteered geographic information strengthen holistic estimates of lake visitation

  2026cites this paper
• Let the landscape dance: Spatial dynamic changes of visual elements in urban park landscapes based on video panoramic segmentation

  2026cites this paper
• Exploring the Spatial Coupling Between Visual and Ecological Sensitivity: A Cross-Modal Approach Using Deep Learning in Tianjin’s Central Urban Area

  2025cites this paper
• Assessing urban park services for children's wellbeing using user-generated content (UGC): A case study of Shanghai, China

  2025cites this paper
• Assessing tourism pressure on wildlife in a protected area: A social big data approach using photo-sharing data and species distribution modeling

  2025cites this paper
• Perceptions of nature and its non‐material contributions to people at Mount Kilimanjaro

  2025cites this paper
• Exploring tourists' perceptions of ecosystem services in national parks to guide the optimization of management

  2025cites this paper
• Digitally sourced data on popularity broaden the picture of tourism threats to natural World Heritage sites

  2025cites this paper
• A national model for estimating United States public land visitation

  2025cites this paper
• User-generated data to predict visitors in environmental areas

  2025cites this paper
• Visitation to National Parks: Harnessing user-created content from a citizen science platform to assess temporal and spatial patterns in tourism and recreation

  2025cites this paper
• Leveraging big data for outdoor recreation management: A case study from the York river in Virginia.

  2024cites this paper
• Leveraging digital mobility data to estimate visitation in National Wildlife Refuges.

  2024cites this paper
• The influence of wildfire risk reduction programs and practices on recreation visitation

  2024cites this paper
• Exploring Visitor Patterns in Island Natural Parks: The Relationship Between Photo Locations, Trails, and Land Use

  2024cites this paper
• Using big data to measure cultural tourism in Europe

  2024cites this paper
• Tourism index evaluation of exposed coast, Bangladesh: A modeling approach

  2024cites this paper
• Deciphering the effect of user-generated content on park visitation: A comparative study of nine Chinese cities in the Pearl River Delta

  2024cites this paper
• How do landscape patterns in urban parks affect multiple cultural ecosystem services perceived by residents?

  2024cites this paper
• Applying deep learning on social media to investigate cultural ecosystem services in protected areas worldwide

  2024cites this paper
• Snapshots of nature: Harnessing Flickr data to frame sustainable brand positioning strategies for Thailand's national parks

  2024cites this paper
• Social media influences National Park visitation

  2024cites this paper
• Recreational use of protected areas: spatiotemporal insights from the Wikiloc mobile app

  2024cites this paper
• Using Big Data to Measure Cultural Tourism in Europe with Unprecedented Precision

  2024cites this paper
• Are social media data and survey data consistent in measuring park visitation, park satisfaction, and their influencing factors? A case study in Shanghai

  2023cites this paper
• A reliability study of the Park Life public participatory geographic information system survey

  2023cites this paper
• Recreational beneficiaries and their landscape dependencies across national estuary program sites: Tillamook Bay (OR) and Tampa Bay (FL), USA

  2023cites this paper
• Characterizing nature-based recreation preferences in a Mediterranean small island environment using crowdsourced data

  2023cites this paper
• Using cellular device location data to estimate visitation to public lands: Comparing device location data to U.S. National Park Service’s visitor use statistics

  2023cites this paper
• The Instagram Effect: Is Social Media Influencing Visitation to Public Lands?

  2023cites this paper
• Use of social media data, online reviews and wikipedia page views to measure visitation patterns of outdoor attractions

  2023cites this paper
• What is “big data” and how should we use it? The role of large datasets, secondary data, and associated analysis techniques in outdoor recreation research

  2023cites this paper
• Incorporating caudate species susceptibilities and climate change into models of Batrachochytrium salamandrivorans risk in the United States of America

  2023cites this paper
• Spatial, temporal, and social dynamics in visitation to U.S. national parks: A big data approach

  2023cites this paper
• Biodiversity Benefits of Birdwatching Using Citizen Science Data and Individualized Recreational Demand Models

  2023cites this paper
• Exploring Estonian Forests and Urban Green Spaces: A Cultural Ecosystem Services Mapping Approach Using Flickr Photographs

  2023cites this paper
• Evidence-based target setting informs blue carbon strategies for nationally determined contributions

  2023cites this paper
• Green space access and visitation disparities in the phoenix metropolitan area

  2023cites this paper
• Why do we love the high line? A case study of understanding long-term user experiences of urban greenways

  2023cites this paper
• Analyzing trends in the spatial-temporal visitation patterns of mainland Chinese tourists in Sabah, Malaysia based on Weibo social big data

  2023cites this paper
• Data‐driven predictions of summertime visits to lakes across 17 US states

  2023cites this paper
• Examining the relationship between social media users’ motivation and place attachment to national parks

  2023cites this paper
• Flowers as attractions in urban parks: Evidence from social media data

  2023cites this paper
• Spatial analysis of cultural ecosystem services using data from social media: A guide to model selection for research and practice

  2023cites this paper
• GIS-Based Visitor Count Prediction and Environmental Susceptibility Zoning in Protected Areas: A Case Study in Plitvice Lakes National Park, Croatia

  2023cites this paper
• Comparison of reported outdoor activities in Florida State Parks among three fitness tracker apps

  2023cites this paper
• Coral reefs and coastal tourism in Hawaii

  2023cites this paper
• Analyze the usage of urban greenways through social media images and computer vision

  2022cites this paper
• Monitoring Human-Wildlife Interactions in National Parks with Crowdsourced Data and Deep Learning

  2022cites this paper
• Tourism and recreation in Polish national parks based on social media data

  2022cites this paper
• Impacts of perceived safety and beauty of park environments on time spent in parks: Examining the potential of street view imagery and phone-based GPS data

  2022cites this paper
• How Instagram users influence nature conservation: A case study on protected areas in Central Europe

  2022cites this paper
• Snapshots of Nature-Based Recreation Across Rural Landscapes: Insights from Geotagged Photographs in the Northeastern United States

  2022cites this paper
• Applying Novel Visitation Models using Diverse Social Media to Understand Recreation Change after Wildfire and Site Closure

  2022cites this paper
• Understanding the dynamics of urban horticulture by socially-oriented practices and populace perception: Seeking future outlook through a comprehensive review

  2022cites this paper
• Heritage site-seeing through the visitor’s lens on Instagram

  2022cites this paper
• Classifying and Mapping Cultural Ecosystem Services Using Artificial Intelligence and Social Media Data

  2022cites this paper
• Digital indicators of interest in natural world heritage sites.

  2022cites this paper
• Using social media photos and computer vision to assess cultural ecosystem services and landscape features in urban parks

  2022cites this paper
• Characterizing, mapping and valuing the demand for forest recreation using crowdsourced social media data

  2022cites this paper
• Spatial and Temporal Patterns of Visitation in the Annapurna Conservation Area, Nepal: Insights from Geolocated Social Media Images

  2022influential citation
• Impact of Exogenous Biases of Instagram Posts on Park Visitation Estimation

  2022cites this paper
• Assessing the validity of mobile device data for estimating visitor demographics and visitation patterns in Yellowstone National Park.

  2022cites this paper
• Geolocated social media data counts as a proxy for recreational visits in natural areas: A meta-analysis.

  2022cites this paper
• Urban Recreational Ecosystem Services Investigation Based on Social Media Images

  2022cites this paper
• Assessing Informal Trails Impacts and Fragmentation Effects on Protected Areas using Volunteered Geographic Information

  2022cites this paper
• Digital fisheries data in the Internet age: Emerging tools for research and monitoring using online data in recreational fisheries

  2022cites this paper
• What are the factors influencing recreational visits to national forest parks in China? Experiments using crowdsourced geospatial data

  2022cites this paper
• Análise de Percepção para o Planejamento do Uso Público do REVIS Ilha dos Lobos: Identificando Características do Turismo Local por Meio das Redes Sociais

  2022cites this paper
• Impact of climate change on cherry blossom viewing tourism: analysis and simulation based on Weibo proxy data

  2022cites this paper
• Popularity of Australian beaches: Insights from social media images for coastal management

  2022cites this paper
• More Than Words: Articulating the Multisensory Experiences of Protected Area Visitors in Southern Nevada

  2022cites this paper
• Destination image of Chitwan National Park, Nepal: Insights from a content analysis of online photographs

  2022cites this paper
• A geographical detector study on factors influencing urban park use in Nanjing, China

  2021cites this paper
• Mapping recreation and tourism use across grizzly bear recovery areas using social network data and maximum entropy modelling

  2021cites this paper
• Social media reveal ecoregional variation in how weather influences visitor behavior in U.S. National Park Service units

  2021cites this paper
• A methodology of estimating visitor numbers at an Icelandic destination using a vehicle counter and a radar

  2021cites this paper
• Assessing the popularity of urban beaches using metadata from social media images as a rapid tool for coastal management

  2021cites this paper
• Recreational and Nature-Based Tourism as a Cultural Ecosystem Service. Assessment and Mapping in a Rural-Urban Gradient of Central Spain

  2021cites this paper
• Temporal and spatial assessment of urban park visits from multiple social media data sets: A case study of Shanghai, China

  2021cites this paper
• Discovering shopping visitors’ behavior and preferences using geo-tagged social photos: a case study of Los Angeles City

  2021cites this paper
• Advancing Sustainable Development and Protected Area Management with Social Media-Based Tourism Data

  2021cites this paper
• Blue Water Visitor Monitoring Potential: A Literature Review and Alternative Proposal

  2021cites this paper
• International research on national park management for public welfare and implications

  2021cites this paper
• Tag Maps in der Landschaftsplanung

  2021cites this paper
• Big data spatial analysis of campers' landscape preferences: Examining demand for amenities.

  2021cites this paper
• No Walk in the Park: The Viability and Fairness of Social Media Analysis for Parks and Recreational Policy Making

  2021cites this paper
• Using Flickr data and selected environmental characteristics to analyse the temporal and spatial distribution of activities in forest areas

  2021cites this paper
• Geotagged data from social media in visitor monitoring of protected areas; a scoping review

  2021influential citation
• Visitor Information System of Cross-Border E-Commerce Platform Based on Mobile Edge Computing

  2021cites this paper
• Assessing the potential of social media for estimating recreational use of urban and peri-urban forests

  2021influential citation
• Sosyal Medya Verileri Kullanılarak Milli Park Ziyaretlerinin Mekânsal ve Zamansal Değişiminin Modellenmesi: Beydağları Sahil Milli Parkı Örneği

  2021cites this paper
• Multiple-source Data Collection and Processing into a Graph Database Supporting Cultural Heritage Applications

  2021cites this paper
• Impact of Climate Change on Wine Tourism: An Approach through Social Media Data

  2021cites this paper
• What can geotagged photographs tell us about cultural ecosystem services of lakes

  2021cites this paper
• Using Mobile Device Data to Track the Effects of the COVID-19 Pandemic on Spatiotemporal Patterns of National Park Visitation

  2021cites this paper
• Do social media data indicate visits to tourist attractions? A case study of Shanghai, China

  2021cites this paper
• Towards implementing Mapping and Assessment of Ecosystems and their Services in Cyprus: A first set of indicators for ecosystem management

  2020cites this paper