Mobile phone data reveals spatiotemporal recreational patterns in conservation areas during the COVID pandemic … – Nature.com
November 21, 2023
Schneider, I. E. et al. COVID-19 compliance among urban trail users: Behavioral insights and environmental implications. J. Outdoor Recreat. Tour. 77, 100396. https://doi.org/10.1016/j.jort.2021.100396 (2021).
Article Google Scholar
Schgner, J. P. et al. Monitoring recreation across European nature areas: A geo-database of visitor counts, a review of literature and a call for a visitor counting reporting standard. J. Outdoor Recreat. Tour. 18, 4455 (2017).
Article Google Scholar
Ghermandi, A. & Sinclair, M. Passive crowdsourcing of social media in environmental research: A systematic map. Glob. Environ. Change 55, 3647 (2019).
Article Google Scholar
Falk, M. T. & Hagsten, E. Visitor flows to World Heritage Sites in the era of Instagram. J. Sustain. Tour. 29, 15471564 (2021).
Article Google Scholar
Sinclair, M., Mayer, M., Woltering, M. & Ghermandi, A. Using social media to estimate visitor provenance and patterns of recreation in Germanys national parks. J. Environ. Manage. 263, 110418 (2020).
Article PubMed Google Scholar
Tenkanen, H. et al. Instagram, Flickr, or Twitter: Assessing the usability of social media data for visitor monitoring in protected areas. Sci. Rep. 7, 17615 (2017).
Article ADS PubMed PubMed Central Google Scholar
Li, J., Xu, L., Tang, L., Wang, S. & Li, L. Big data in tourism research: A literature review. Tour. Manag. 68, 301323 (2018).
Article Google Scholar
Guan, C. et al. Seasonal variations of park visitor volume and park service area in Tokyo: A mixed-method approach combining big data and field observations. Urban For. Urban Green. 58, 126973 (2021).
Article Google Scholar
Hara, Y. & Yamaguchi, H. Japanese travel behavior trends and change under COVID-19 state-of-emergency declaration: Nationwide observation by mobile phone location data. Transp. Res. Interdiscip. Perspect. 9, 100288 (2021).
PubMed Google Scholar
Jaung, W. & Carrasco, L. R. Using mobile phone data to examine weather impacts on recreational ecosystem services in an urban protected area. Sci. Rep. 11, 5544 (2021).
Article ADS CAS PubMed PubMed Central Google Scholar
Kubo, T. et al. Mobile phone network data reveal nationwide economic value of coastal tourism under climate change. Tour. Manag. 77, 104010 (2020).
Article Google Scholar
Creany, N. E. et al. Estimating trail use and visitor spatial distribution using mobile device data: An example from the Nature Reserve of Orange County, California USA. Environ. Chall. 4, 100171. https://doi.org/10.1016/j.envc.2021.100171 (2021).
Article Google Scholar
Geng, D., Innes, J., Wu, W. & Wang, G. Impacts of COVID-19 pandemic on urban park visitation: A global analysis. J. For. Res. 32, 553567 (2021).
Article CAS Google Scholar
Rice, W. L. & Pan, B. Understanding changes in park visitation during the COVID-19 pandemic: A spatial application of big data. Wellbeing Space Soc. 2, 100037 (2021).
Article PubMed PubMed Central Google Scholar
Dai, P., Zhang, S., Gong, Y., Zhou, Y. & Hou, H. A crowd-sourced valuation of recreational ecosystem services using mobile signal data applied to a restored wetland in China. Ecol. Econ. 192, 107249 (2022).
Article Google Scholar
Byczek, C., Longaretti, P.-Y., Renaud, J. & Lavorel, S. Benefits of crowd-sourced GPS information for modelling the recreation ecosystem service. PLOS ONE 13, e0202645 (2018).
Article PubMed PubMed Central Google Scholar
Schirpke, U. et al. Emerging technologies for assessing ecosystem services: A synthesis of opportunities and challenges. Ecosyst. Serv. 63, 101558 (2023).
Article Google Scholar
Martinez-Harms, M. J. et al. Inequality in access to cultural ecosystem services from protected areas in the Chilean biodiversity hotspot. Sci. Total Environ. 636, 11281138 (2018).
Article ADS CAS PubMed Google Scholar
Kim, H., Shoji, Y., Mameno, K., Kubo, T. & Aikoh, T. Changes in visits to green spaces due to the COVID-19 pandemic: Focusing on the proportion of repeat visitors and the distances between green spaces and visitors places of residences. Urban For. Urban Green. 80, 127828 (2023).
Article PubMed PubMed Central Google Scholar
Smith, M. K. S. et al. Sustainability of protected areas: Vulnerabilities and opportunities as revealed by COVID-19 in a national park management agency. Biol. Conserv. 255, 108985 (2021).
Article Google Scholar
Bratman, G. N. et al. Nature and mental health: An ecosystem service perspective. Sci. Adv. 5, eaax0903 (2019).
Article ADS PubMed PubMed Central Google Scholar
Mameno, K., Kubo, T., Oguma, H., Amagai, Y. & Shoji, Y. Decline in the alpine landscape aesthetic value in a national park under climate change. Clim. Change 170, 35 (2022).
Article ADS Google Scholar
Oteros-Rozas, E., Martn-Lpez, B., Fagerholm, N., Bieling, C. & Plieninger, T. Using social media photos to explore the relation between cultural ecosystem services and landscape features across five European sites. Ecol. Indic. 94, 7486 (2018).
Article Google Scholar
Vallet, A. et al. Relationships between ecosystem services: Comparing methods for assessing tradeoffs and synergies. Ecol. Econ. 150, 96106 (2018).
Article Google Scholar
Archetti, M., Richardson, A. D., OKeefe, J. & Delpierre, N. Predicting climate change impacts on the amount and duration of autumn colors in a New England forest. PLoS ONE 8, e57373 (2013).
Article ADS CAS PubMed PubMed Central Google Scholar
Diffenbaugh, N. S. et al. The COVID-19 lockdowns: A window into the Earth System. Nat. Rev. Earth Environ. 1, 470481 (2020).
Article ADS CAS Google Scholar
Derks, J., Giessen, L. & Winkel, G. COVID-19-induced visitor boom reveals the importance of forests as critical infrastructure. For. Policy Econ. 118, 102253 (2020).
Article PubMed PubMed Central Google Scholar
Rice, W. L. et al. Changes in recreational behaviors of outdoor enthusiasts during the COVID-19 pandemic: Analysis across urban and rural communities. J. Urban Ecol. 6, juaa020 (2020).
Article Google Scholar
Souza, C. N. et al. No visit, no interest: How COVID-19 has affected public interest in worlds national parks. Biol. Conserv. 256, 109015 (2021).
Article Google Scholar
Annerstedt, M. et al. Green qualities in the neighbourhood and mental healthResults from a longitudinal cohort study in Southern Sweden. BMC Public Health 12, 337 (2012).
Article PubMed PubMed Central Google Scholar
Jones, N. et al. COVID-19 and protected areas: Impacts, conflicts, and possible management solutions. Conserv. Lett. 14, e12800 (2021).
Article PubMed PubMed Central Google Scholar
Bowler, D. E., Buyung-Ali, L. M., Knight, T. M. & Pullin, A. S. A systematic review of evidence for the added benefits to health of exposure to natural environments. BMC Public Health 10, 456 (2010).
Article PubMed PubMed Central Google Scholar
Miller-Rushing, A. J. et al. COVID-19 pandemic impacts on conservation research, management, and public engagement in US national parks. Biol. Conserv. 257, 109038 (2021).
Article PubMed PubMed Central Google Scholar
Nicola, M. et al. The socio-economic implications of the coronavirus pandemic (COVID-19): A review. Int. J. Surg. Lond. Engl. 78, 185193 (2020).
Article Google Scholar
Akhmetzhanov, A. R. et al. Estimation of the actual incidence of coronavirus disease (COVID-19) in emergent hotspots: The example of Hokkaido, Japan during FebruaryMarch 2020. J. Clin. Med. 10, 2392 (2021).
Article CAS PubMed PubMed Central Google Scholar
Anzai, A. & Nishiura, H. Go To Travel campaign and travel-associated coronavirus disease 2019 cases: A descriptive analysis, JulyAugust 2020. J. Clin. Med. 10, 398 (2021).
Article CAS PubMed PubMed Central Google Scholar
Chiesura, A. The role of urban parks for the sustainable city. Landsc. Urban Plan. 68, 129138 (2004).
Article Google Scholar
Amoako-Tuffour, J. & Martnez-Espieira, R. Leisure and the net opportunity cost of travel time in recreation demand analysis: An application to Gros Morne National Park. J. Appl. Econ. 15, 2549 (2012).
Article Google Scholar
Guo, S. et al. Analysis of factors affecting urban park service area in Beijing: Perspectives from multi-source geographic data. Landsc. Urban Plan. 181, 103117 (2019).
Article ADS Google Scholar
Kim, J. Y., Koide, D., Ishihama, F., Kadoya, T. & Nishihiro, J. Current site planning of medium to large solar power systems accelerates the loss of the remaining semi-natural and agricultural habitats. Sci. Total Environ. 779, 146475 (2021).
Article ADS CAS PubMed Google Scholar
Wintle, B. A. et al. Global synthesis of conservation studies reveals the importance of small habitat patches for biodiversity. Proc. Natl. Acad. Sci. 116, 909914 (2019).
Article ADS CAS PubMed Google Scholar
Cant-Salazar, L. & Gaston, K. J. Very large protected areas and their contribution to terrestrial biological conservation. BioScience 60, 808818 (2010).
Article Google Scholar
Hadwen, W. L., Hill, W. & Pickering, C. M. Icons under threat: Why monitoring visitors and their ecological impacts in protected areas matters. Ecol. Manag. Restor. 8, 177181 (2007).
Article Google Scholar
Walden-Schreiner, C., Rossi, S. D., Barros, A., Pickering, C. & Leung, Y.-F. Using crowd-sourced photos to assess seasonal patterns of visitor use in mountain-protected areas. Ambio 47, 781793 (2018).
Article PubMed PubMed Central Google Scholar
Worboys, G. L., Lockwood, M., Kothari, A., Feary, S. & Pulsford, I. Protected Area Governance and Management (ANU Press, 2015).
Book Google Scholar
Yabe, T. et al. Non-compulsory measures sufficiently reduced human mobility in Tokyo during the COVID-19 epidemic. Sci. Rep. 10, 18053 (2020).
Article CAS PubMed PubMed Central Google Scholar
Fasiolo, M. et al. Package mgcViz. Visualisations for generalised additive models. Package mgcViz. Visualisations for generalised additive models (2021).
Wood, S. & Wood, M. S. Package mgcv (v 1.8-42). Package mgcv (v 1.8-42) (2022).
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Mobile phone data reveals spatiotemporal recreational patterns in conservation areas during the COVID pandemic ... - Nature.com