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Articles

Using geotagged photographs and GPS tracks from social networks to analyse visitor behaviour in national parks

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Pages 1291-1310 | Received 26 Oct 2018, Accepted 12 May 2019, Published online: 21 May 2019

References

  • Amo, L., López, P., & Martín, J. (2006). Nature-based tourism as a form of predation risk affects body condition and health state of Podarcis muralis lizards. Biological Conservation, 131(3), 402–409. doi: 10.1016/j.biocon.2006.02.015
  • Anselin, L. (1995). Local Indicators of spatial association—LISA. Geographical Analysis, 27(2), 93–115. doi: 10.1111/j.1538-4632.1995.tb00338.x
  • Ballantyne, R., Packer, J., & Falk, J. (2011). Visitors’ learning for environmental sustainability: Testing short- and long-term impacts of wildlife tourism experiences using structural equation modelling. Tourism Management, 32(6), 1243–1252. doi: 10.1016/j.tourman.2010.11.003
  • Balmford, A., Beresford, J., Green, J., Naidoo, R., Walpole, M., & Manica, A. (2009). A global perspective on trends in nature-based tourism. PLoS Biology, 7(6), 1–6. doi: 10.1371/journal.pbio.1000144
  • Beeco, J. A., Hallo, J. C., & Brownlee, M. T. J. (2014). GPS visitor tracking and recreation suitability mapping: Tools for understanding and managing visitor use. Landscape and Urban Planning, 127, 136–145. doi: 10.1016/j.landurbplan.2014.04.002
  • Brown, G., & Weber, D. (2011). Public participation GIS: A new method for national park planning. Landscape and Urban Planning, 102(1), 1–15. doi: 10.1016/j.landurbplan.2011.03.003
  • Buckley, R. (2008). Ecotourism: Principles and practices. Wallingford: CABI.
  • Buultjens, J., Ratnayake, I., Gnanapala, A., & Aslam, M. (2005). Tourism and its implications for management in Ruhuna National park (Yala), Sri Lanka. Tourism Management, 26(5), 733–742. doi: 10.1016/j.tourman.2004.03.014
  • Cabildo Insular de Tenerife, & Desarrollo Económico. (2018). Turismo alojado en Tenerife por nacionalidad. Retrieved from https://www.webtenerife.com/investigacion/
  • Campelo, M. B., & Nogueira Mendes, R. M. (2016). Comparing webshare services to assess mountain bike use in protected areas. Journal of Outdoor Recreation and Tourism, 15, 82–88. doi: 10.1016/j.jort.2016.08.001
  • Cessford, G., & Muhar, A. (2003). Monitoring options for visitor numbers in national parks and natural areas. Journal of Nature Conservation, 11(4), 240–250. doi: 10.1078/1617-1381-00055
  • Dalumpines, R., & Scott, D. M. (2011). GIS-based Map-matching: Development and Demonstration of a Postprocessing Map- matching Algorithm for Transportation Research (pp. 101–120). doi: 10.1007/978-3-642-19789-5_27
  • D ‘Antonio, A., Monz, A. C., Lawson, S., Newman, P., Pettebone, D., & Courtemanch, A. (2010). GPS-Based Measurements of Backcountry visitors in parks and protected areas: Examples of methods and applications from three case studies. Journal of Park and Recreation Administration Fall, 28(3), 42–60.
  • Deng, J., Qiang, S., Walker, G. J., & Zhang, Y. (2003). Assessment on and perception of visitors’ environmental impacts of nature tourism: A case study of zhangjiajie national forest park, China. Journal of Sustainable Tourism, 11(6), 529–548. doi: 10.1080/09669580308667219
  • Dóniz Páez, F. J. (2010). Turismo y espacios naturales protegidos en Canarias: El Parque Nacional de las Cañadas del Teide (Tenerife, España) durante el periodo 2000-2008. Estudios Turísticos, 183, 91–103. Retrieved from http://www.iet.tourspain.es:20000/cgi-iet/tr8spa.exe?W1=5&W2=22586&A6=1001110110001&A7=0
  • Dudley, N. (2008). Guidelines for applying protected area management categories. (N. Dudley, Ed.). Gland, Switzerland: IUCN. doi: 10.2305/IUCN.CH.2008.PAPS.2.en
  • Eagles, P. F. J. (2014). Research priorities in park tourism. Journal of Sustainable Tourism, 22(4), 528–549. doi: 10.1080/09669582.2013.785554
  • Eagles, P. F. J., & Mccool, S. F. (2002). Tourism in national parks and protected areas: planning and management. (CABI, Ed.), Tourism Management. doi: 10.1016/S0261-5177(03)00091-8
  • Eagles, P. F. J., Mccool, S. F., & Haynes, C. D. (2002). Sustainable Tourism in Protected Areas Guidelines for Planning and Management: Issue 8 of Best practice protected area guidelines series. World. doi: 10.2305/IUCN.CH.2002.PAG.8.en
  • ESRI. (2018). Location-allocation analysis. Retrieved from http://desktop.arcgis.com/en/arcmap/latest/extensions/network-analyst/location-allocation.htm
  • Farrell, T. A., & Marion, J. L. (2001). Identifying and assessing ecotourism visitor impacts at eight protected areas in Costa Rica and Belize. Environmental Conservation, 28(03), 215–225. doi: 10.1017/S0376892901000224
  • Fish, R., Church, A., & Winter, M. (2016). Conceptualising cultural ecosystem services: A novel framework for research and critical engagement. Ecosystem Services, 21, 208–217. doi: 10.1016/J.ECOSER.2016.09.002
  • Flickr. (2017). Flickr History. Retrieved from https://www.flickr.com/photos/flickr/12433867035
  • Fortin, M.-J., & Gagnon, C. (1999). An assesment of social impacts of national parks on communities in Quebec, Canada. Environmental Conservation, 26, 200–211.
  • Gandomi, A., & Haider, M. (2015). Beyond the hype: Big data concepts, methods, and analytics. International Journal of Information Management, 35(2), 137–144. doi: 10.1016/j.ijinfomgt.2014.10.007
  • García-Palomares, J. C., Gutiérrez-Puebla, J., & Mínguez, C. (2015). Identification of tourist hot spots based on social networks: A comparative analysis of European metropolises using photo-sharing services and GIS. Applied Geography, 63, 408–417. doi: 10.1016/j.apgeog.2015.08.002
  • George, G., Haas, M. R., & Pentland, A. (2014). Big data and management: From the editors. Academy of Management Journal, 57(2), 321–326. doi: 10.5465/amj.2014.4002
  • Gliozzo, G., Pettorelli, N., & Muki Haklay, M. (2016). Using crowdsourced imagery to detect cultural ecosystem services: A case study in south Wales, UK. Ecology and Society, 21(3), doi: 10.5751/ES-08436-210306
  • Hallo, J. C., Beeco, J. A., Goetcheus, C., McGee, J., McGehee, N. G., & Norman, W. C. (2012). GPS as a method for Assessing spatial and temporal Use distributions of nature-based tourists. Journal of Travel Research, 51(5), 591–606. doi: 10.1177/0047287511431325
  • Heikinheimo, V., Minin, E. D., Tenkanen, H., Hausmann, A., Erkkonen, J., & Toivonen, T. (2017). User-Generated geographic information for visitor monitoring in a National park: A Comparison of social media data and visitor survey. ISPRS International Journal of Geo-Information, 6(3), 85. doi: 10.3390/ijgi6030085
  • Hernández Álvarez, J. C. (2017). Parque Nacional Teide: Visita Actual y retos del futuro.
  • Holmes, J., Williams, F. B., & Brown, L. A. (1972). Facility location under a maximum travel Restriction: An example using Day Care facilities. Geographical Analysis, 4(3), 258–266. doi: 10.1111/j.1538-4632.1972.tb00474.x
  • The Internet Archive. (2016). Yahoo timeline. Retrieved from https://web.archive.org/web/20080713214826/http://yhoo.client.shareholder.com/press/timeline.cfm
  • Kidd, A. M., D’Antonio, A., Monz, C., Heaslip, K., Taff, D., & Newman, P. (2018). A GPS-based Classification of visitors’ Vehicular Behavior in a protected area Setting. Journal of Park & Recreation Administration, 36(1), 69–89. doi: 10.18666/JPRA-2018-V36-I1-8287
  • Lee, Y., Kwon, P., Yu, K., & Park, W. (2016). Method for determining Appropriate clustering Criteria of location-Sensing data. ISPRS International Journal of Geo-Information, 5(9), 151. doi: 10.3390/ijgi5090151
  • Lee, J. Y., & Tsou, M. H. (2018). Mapping spatiotemporal tourist behaviors and hotspots through location-based photo-sharing service (Flickr) data. Lecture Notes in Geoinformation and Cartography, 208669, 315–334. doi: 10.1007/978-3-319-71470-7_16
  • Manning, R. E. (2002). How much is too much? Carrying capacity of national parks and protected areas.  … of Visitor Flows in Recreational and Protected Areas. … , 306–313.
  • MAPAMA, & OAPN. (2017). Boletín de la red de parques nacionales. Retrieved from http://www.mapama.gob.es/es/red-parques-nacionales/boletin/visitantes-teide.aspx
  • Meijles, E. W., de Bakker, M., Groote, P. D., & Barske, R. (2014). Analysing hiker movement patterns using GPS data: Implications for park management. Computers, Environment and Urban Systems, 47, 44–57. doi: 10.1016/j.compenvurbsys.2013.07.005
  • Mitchell, Andy. (2012). The ESRI Guide to GIS analysis: Modelling suitability, movement, and Interaction (Vol. 3). Redlands, California, United States: ESRI press.
  • Newsome, D., Moore, S., & Dowling, R. (2012). Natural area tourism: Ecology, impacts and management (Vol. 58). Bristol: Channel view publications.
  • Newton, J. N., Newman, P., Taff, B. D., D’Antonio, A., & Monz, C. (2017). Spatial temporal dynamics of vehicle stopping behavior along a rustic park road. Applied Geography, 88, 94–103. doi: 10.1016/j.apgeog.2017.08.007
  • Norman, P., & Pickering, C. M. (2017). Using volunteered geographic information to assess park visitation: Comparing three on-line platforms. Applied Geography, 89(October), 163–172. doi: 10.1016/j.apgeog.2017.11.001
  • OAPN. (2017). Memoria anual de actividades 2016, Parque Nacional Teide. Retrieved from https://www.miteco.gob.es/es/red-parques-nacionales/nuestros-parques/teide/memoria-teide-2016_tcm30-484562.pdf
  • Orellana, D., Bregt, A. K., Ligtenberg, A., & Wachowicz, M. (2012). Exploring visitor movement patterns in natural recreational areas. Tourism Management, 33(3), 672–682. doi: 10.1016/j.tourman.2011.07.010
  • Orsi, F., & Geneletti, D. (2013). Using geotagged photographs and GIS analysis to estimate visitor flows in natural areas. Journal for Nature Conservation, 21(5), 359–368. doi: 10.1016/j.jnc.2013.03.001
  • Paracchini, M. L., Zulian, G., Kopperoinen, L., Maes, J., Schägner, J. P., Termansen, M., … Bidoglio, G. (2014). Mapping cultural ecosystem services: A framework to assess the potential for outdoor recreation across the EU. Ecological Indicators, 45, 371–385. doi: 10.1016/j.ecolind.2014.04.018
  • Romanillos, G., & Gutiérrez, J. (2019). Cyclists do better. Analyzing urban cycling operating speeds and accessibility. International Journal of Sustainable Transportation, 0(0), 1–17. doi: 10.1080/15568318.2019.1575493
  • Schägner, J. P., Brander, L., Maes, J., Paracchini, M. L., & Hartje, V. (2016). Mapping recreational visits and values of European National parks by combining statistical modelling and unit value transfer. Journal for Nature Conservation, 31, 71–84. doi: 10.1016/j.jnc.2016.03.001
  • Scheyvens, R. (1999). Ecotourism and the empowerment of local communities. Tourism Management, 20(2), 245–249. doi: 10.1016/S0261-5177(98)00069-7
  • Sessions, C., Wood, S. A., Rabotyagov, S., & Fisher, D. M. (2016). Measuring recreational visitation at U.S. National parks with crowd-sourced photographs. Journal of Environmental Management, 183, 703–711. doi: 10.1016/j.jenvman.2016.09.018
  • Sonter, L. J., Watson, K. B., Wood, S. A., & Ricketts, T. H. (2016). Spatial and temporal dynamics and value of nature-based recreation, estimated via social media. PLoS ONE, 11(9). doi: 10.1371/journal.pone.0162372
  • Taczanowska, K., González, L. M., Garcia-Massó, X., Muhar, A., Brandenburg, C., & Toca-Herrera, J. L. (2014). Evaluating the structure and use of hiking trails in recreational areas using a mixed GPS tracking and graph theory approach. Applied Geography, 55, 184–192. doi: 10.1016/j.apgeog.2014.09.011
  • Tenkanen, H., Di Minin, E., Heikinheimo, V., Hausmann, A., Herbst, M., Kajala, L., & Toivonen, T. (2017). Instagram, Flickr, or Twitter: Assessing the usability of social media data for visitor monitoring in protected areas. Scientific Reports, 7(1), 1–11. doi: 10.1038/s41598-017-18007-4
  • Tomczyk, A. M. (2011). A GIS assessment and modelling of environmental sensitivity of recreational trails: The case of Gorce National park, Poland. Applied Geography, 31(1), 339–351. doi: 10.1016/j.apgeog.2010.07.006
  • Valentine, P. (1992). Review: Nature-based tourism. Special Interest Tourism, 105–127. Retrieved from http://link.springer.com/chapter/10.1007/978-1-4020-6799-0_8%5Cnhttp://researchonline.jcu.edu.au/1632/
  • Walden-Schreiner, C., Leung, Y. F., & Tateosian, L. (2018). Digital footprints: Incorporating crowdsourced geographic information for protected area management. Applied Geography, 90(December 2017), 44–54. doi: 10.1016/j.apgeog.2017.11.004
  • Wikiloc. (2017). Wikiloc’s history. Retrieved from https://es.wikiloc.com/wikiloc/about-us.do#history
  • Wimpey, J., & Marion, J. L. (2011). A spatial exploration of informal trail networks within great Falls park, VA. Journal of Environmental Management, 92(3), 1012–1022. doi: 10.1016/j.jenvman.2010.11.015
  • Wood, S. A., Guerry, A. D., Silver, J. M., & Lacayo, M. (2013). Using social media to quantify nature-based tourism and recreation. Scientific Reports, 3, 2976. doi: 10.1038/srep02976
  • Zambrano, A. M. A., Broadbent, E. N., & Durham, W. H. (2010). Social and environmental effects of ecotourism in the Osa Peninsula of Costa Rica: The Lapa Rios case. Journal of Ecotourism, 9(1), 62–83. doi: 10.1080/14724040902953076

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