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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

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2013Using social media to quantify nature-based tourism and recreation723 cited
2014Social media for large studies of behavior647 cited
2020Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle630 cited
2017Instagram, Flickr, or Twitter: Assessing the usability of social media data for visitor monitoring in protected areas441 cited
2020Aggregated mobility data could help fight COVID-19402 cited
2019Passive crowdsourcing of social media in environmental research: A systematic map365 cited
2017User-Generated Geographic Information for Visitor Monitoring in a National Park: A Comparison of Social Media Data and Visitor Survey276 cited
2015Recreational demand for clean water: evidence from geotagged photographs by visitors to lakes276 cited
2016Measuring recreational visitation at U.S. National Parks with crowd-sourced photographs191 cited
2020Uses and Limitations of Social Media to Inform Visitor Use Management in Parks and Protected Areas: A Systematic Review174 cited
2020A Review of Human Mobility Research Based on Big Data and Its Implication for Smart City Development98 cited
2018Using crowd-sourced photos to assess seasonal patterns of visitor use in mountain-protected areas90 cited
2019The Geographic Spread and Preferences of Tourists Revealed by User-Generated Information on Jeju Island, South Korea64 cited

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2020Using data derived from cellular phone locations to estimate visitation to natural areas: An application to water recreation in New England, USA53 cited

2019Using Mobile Device Data to Estimate Visitation in Parks and Protected Areas: An Example from the Nature Reserve of Orange County, California53 cited

2022Assessing the validity of mobile device data for estimating visitor demographics and visitation patterns in Yellowstone National Park47 cited

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2025A Comparison of Tourists’ Spatial–Temporal Behaviors Between Location-Based Service Data and Onsite GPS Tracks13 cited
2024Leveraging digital mobility data to estimate visitation in National Wildlife Refuges10 cited