References
- Abrahms, B., Jordan, N. R., Golabek, K. A., McNutt, J. W., Wilson, A. M., & Brashares, J. S. (2016). Lessons from integrating behaviour and resource selection: Activity‐specific responses of African wild dogs to roads. Animal Conservation, 19, 247–255. doi: 10.1111/acv.12235
- Ahas, R., Aasa, A., Mark, Ü., Pae, T., & Kull, A. (2007). Seasonal tourism spaces in Estonia: Case study with mobile positioning data. Tourism Management, 28, 898–910. doi: 10.1016/j.tourman.2006.05.010
- Aklıbaşında, M., & Bulut, Y. (2014). Analysis of terrains suitable for tourism and recreation by using geographic information system (GIS). Environmental Monitoring and Assessment, 186, 5711–5719. doi: 10.1007/s10661-014-3814-6
- Aviation Environmental Design Tool (AEDT). (2017). Technical manual version 2d, Report No. DOT-VNTSC-FAA-17-16. Washington, D.C.: Federal Aviation Administration, September 2017. Retrieved from https://aedt.faa.gov/documents/aedt2d_techmanual.pdf
- Balmford, A., Green, J. M., Anderson, M., Beresford, J., Huang, C., Naidoo, R., …, & Manica, A. (2015). Walk on the wild side: Estimating the global magnitude of visits to protected areas. PLoS Biology, 13, e1002074. doi: 10.1371/journal.pbio.1002074
- Bauder, M. (2015). Using GPS supported speed analysis to determine spatial visitor behaviour. International Journal of Tourism Research, 17, 337–346. doi: 10.1002/jtr.1991
- Beeco, J. A., & Brown, G. (2013). Integrating space, spatial tools, and spatial analysis into the human dimensions of parks and outdoor recreation. Applied Geography, 38, 76–85. doi: 10.1016/j.apgeog.2012.11.013
- Beeco, J. A., & Hallo, J. C. (2014). GPS tracking of visitor use: Factors influencing visitor spatial behavior on a complex trail system. Journal of Park and Recreation Administration, 32, 43–61. Retrieved from https://js.sagamorepub.com/jpra/article/view/5725
- Beeco, J. A., Hallo, J. C., & Brownlee, M. T. (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
- Beeco, J. A., Hallo, J. C., English, W. R., & Giumetti, G. W. (2013). The importance of spatial nested data in understanding the relationship between visitor use and landscape impacts. Applied Geography, 45, 147–157. doi: 10.1016/j.apgeog.2013.09.001
- Beeco, J. A., Huang, W. J., Hallo, J. C., Norman, W. C., McGehee, N. G., McGee, J., & Goetcheus, C. (2013). GPS tracking of travel routes of wanderers and planners. Tourism Geographies, 15, 551–573. doi: 10.1080/14616688.2012.726267
- Birenboim, A., Anton-Clavé, S., Russo, A. P., & Shoval, N. (2013). Temporal activity patterns of theme park visitors. Tourism Geographies, 15, 601–619. doi: 10.1080/14616688.2012.762540
- Brøseth, H., & Pedersen, H. C. (2000). Hunting effort and game vulnerability studies on a small scale: A new technique combining radio‐telemetry, GPS and GIS. Journal of Applied Ecology, 37, 182–190. doi: 10.1046/j.1365-2664.2000.00477.x
- Brown, G. (2013). Relationships between spatial and non-spatial preferences and place-based values in national forests. Applied Geography, 44, 1–11. doi: 10.1016/j.apgeog.2013.07.008
- Brown, G., & Kyttä, M. (2018). Key issues and priorities in participatory mapping: Toward integration or increased specialization? Applied Geography, 95, 1–8. doi: 10.1016/j.apgeog.2018.04.002
- Brown, G. G., & Reed, P. (2009). Public participation GIS: A new method for use in national forest planning. Forest Science, 55, 166–182. doi: 10.1093/forestscience/55.2.166
- Brown, G., & Weber, D. (2013). A place-based approach to conservation management using public participation GIS (PPGIS). Journal of Environmental Planning and Management, 56, 455–473. doi: 10.1080/09640568.2012.685628
- Campelo, M. B., & Mendes, R. M. N. (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
- Chua, A., Marcheggiani, E., Servillo, L., & Moere, A. V. (2014). FlowSampler: Visual analysis of urban flows in geolocated social media data. In L. M. Aiello & D. McFarland (Eds.), International Conference on Social Informatics (pp. 5–17). Cham: Springer. doi: 10.1007/978-3-319-15168-7_2
- Chua, A., Servillo, L., Marcheggiani, E., & Moere, A. V. (2016). Mapping Cilento: Using geotagged social media data to characterize tourist flows in southern Italy. Tourism Management, 57, 295–310. doi: 10.1016/j.tourman.2016.06.013
- Clement, J. M., & Cheng, A. S. (2011). Using analyses of public value orientations, attitudes and preferences to inform national forest planning in Colorado and Wyoming. Applied Geography, 31, 393–400. doi: 10.1016/j.apgeog.2010.10.001
- Coppes, J., & Braunisch, V. (2013). Managing visitors in nature areas: Where do they leave the trails? A spatial model. Wildlife Biology, 19(1), 1–11. doi: 10.2981/12-054
- D'Antonio, A., & Monz, C. (2016). The influence of visitor use levels on visitor spatial behavior in off-trail areas of dispersed recreation use. Journal of Environmental Management, 170, 79–87. doi: 10.1016/j.jenvman.2016.01.011
- D'Antonio, A., Monz, 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, 28, 42–60. Retrieved from https://js.sagamorepub.com/jpra/article/view/1373
- Engen, S., Runge, C., Brown, G., Fauchald, P., Nilsen, L., & Hausner, V. (2017). Assessing local acceptance of protected area management using public participation GIS (PPGIS). Journal for Nature Conservation, 43, 27–34. doi: 10.1016/j.jnc.2017.12.002
- Fennel, D. A. (1996). A tourist space-time budget in the Shetland Islands. Annals of Tourism Research, 23, 811–829. doi: 10.1016/0160-7383(96)00008-4
- Goodchild, M. F., Anselin, L., Appelbaum, R. P., & Harthorn, B. H. (2000). Toward spatially integrated social science. International Regional Science Review, 23, 139–159. doi: 10.1177/016001760002300201
- Gross, J. T., Cohen, B. S., Prebyl, T. J., & Chamberlain, M. J. (2015). Movements of wild turkey hunters during spring in Louisiana. Journal of the Southeastern Association of Fish and Wildlife Agencies, 2, 130. Retrieved from http://www.seafwa.org/
- Gross, J. L., & Yellen, J. (2006). Graph theory and its applications. Boca Raton, FL: Chapman & Hall/CRC. doi: 10.1201/9781420057140
- Gyllenskog, L. (1996). Utah division of parks and recreation incident/accident report. Salt Lake City, UT: Utah Parks and Recreation.
- Haddad, R., Kelly, T., Leinonen, T., & Saarinen, V. (2014). Using locational data from mobile phones to enhance the science of delivery. World Bank report ACS9644, World Bank Group. Retrieved from http://documents.worldbank.org/curated/en/687441468313509206/pdf/ACS96440REVISE0very00final0Digital0.pdf
- Hägerstrand, T. (1970). What about people in regional space? Papers of the Regional Science Association, 24, 7–21. doi: 10.1007/bf01936872
- Hägerstrand, T. (1973). The Domain of Human Geography. In R. J. Chorley (Ed.)., Directions in Geography (pp. 67–87). London: Methuen and Co. Ltd. doi: 10.7202/021205ar
- 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, 591–606. doi: 10.1177/0047287511431325
- Hammitt, W. E., & Cole, D. N. (1998). Wildland recreation: Ecology and management (2nd ed.). New York: Wiley.
- Heesch, K. C., & Langdon, M. (2017). The usefulness of GPS bicycle tracking data for evaluating the impact of infrastructure change on cycling behaviour. Health Promotion Journal of Australia, 27, 222–229. doi: 10.1071/HE16032
- Katselidis, K. A., Schofield, G., Stamou, G., Dimopoulos, P., & Pantis, J. D. (2013). Evidence-based management to regulate the impact of tourism at a key marine turtle rookery on Zakynthos Island, Greece. Oryx, 47, 584–594. doi: 10.1017/S0030605312000385
- 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, 69–89. doi: 10.18666/JPRA-2018-V36-I1-8287
- Kidd, A. M., Monz, C., D'Antonio, A., Manning, R. E., Reigner, N., Goonan, K. A., & Jacobi, C. (2015). The effect of minimum impact education on visitor spatial behavior in parks and protected areas: An experimental investigation using GPS-based tracking. Journal of Environmental Management, 162, 53–62. doi: 10.1016/j.jenvman.2015.07.007
- Kim, S. O., & Shelby, B. (2011). Effects of soundscapes on perceived crowding and encounter norms. Environmental Management, 48, 89–97. doi: 10.1007/s00267-011-9680-x
- Kliskey, A. D. (2000). Recreation terrain suitability mapping: A spatially explicit methodology for determining recreation potential for resource use assessment. Landscape and Urban Planning, 52, 33–43. doi: 10.1016/S0169-2046(00)00111-0
- Korpilo, S., Virtanen, T., & Lehvävirta, S. (2017). Smartphone GPS tracking—Inexpensive and efficient data collection on recreational movement. Landscape and Urban Planning, 157, 608–617. doi: 10.1016/j.landurbplan.2016.08.005
- Korpilo, S., Virtanen, T., Saukkonen, T., & Lehvävirta, S. (2018). More than A to B: Understanding and managing visitor spatial behaviour in urban forests using public participation GIS. Journal of Environmental Management, 207, 124–133. doi: 10.1016/j.jenvman.2017.11.020
- Kuentzel, W. F., & Heberlein, T. A. (2003). More visitors, less crowding: Change and stability of norms over time at the apostle islands. Journal of Leisure Research, 35, 349. doi: 10.1080/00222216.2003.11950001
- Lawson, S., Hallo, J., & Manning, R. (2008). Measuring, monitoring, and managing visitor use in parks and protected areas using computer-based simulation modeling. In R. Gimblett & H. Skov-Peterson (Eds.), Monitoring, simulation, and management of visitor landscapes (pp. 175–188). Tucson, AZ: University of Arizona Press.
- Marchand, P., Garel, M., Bourgoin, G., Dubray, D., Maillard, D., & Loison, A. (2014). Impacts of tourism and hunting on a large herbivore’s spatio-temporal behavior in and around a French protected area. Biological Conservation, 177, 1–11. doi: 10.1016/j.biocon.2014.05.022
- McKercher, B., Wong, C., & Lau, G. (2006). How tourist consume a destination. Journal of Business Research, 59, 647–652. doi: 10.1016/j.jbusres.2006.01.009
- Menge, C. W., Rossano, C. F., Anderson, G. S., and Bajdek, C. J. (1998). FHWA Traffic Noise Model, Version 1.0. Technical Manual, Report Nos. FHWA-PD-96-010 and DOT-VNTSC-FHWA-98-2, Cambridge, MA: John A. Volpe National Transportation Systems Center.
- Mennitt, D. J., & Fristrup, K. M. (2016). Influence factors and spatiotemporal patterns of environmental sound levels in the contiguous United States. Noise Control Engineering Journal, 64, 342–353. doi: 10.3397/1/376384
- Miller, A. D., Vaske, J. J., Squires, J. R., Olson, L. E., & Roberts, E. K. (2017). Does zoning winter recreationists reduce recreation conflict? Environmental Management, 59, 50–67. doi: 10.1007/s00267-016-0777-0
- Mingie, J. C., Poudyal, N. C., Bowker, J. M., Mengak, M. T., & Siry, J. P. (2017). Big game hunter preferences for hunting club attributes: A choice experiment. Forest Policy and Economics, 78, 98–106. doi: 10.1016/j.forpol.2017.01.013
- Muñoz, L., Hausner, V. H., Brown, G., Runge, C., and Fauchald, P. (In press). Identifying spatial overlap in the values of locals, domestic- and international tourists to protected areas. Tourism Management.
- National Park Service. (2016). National Park Service visitor use statistics. Retrieved from https://irma.nps.gov/Stats/
- National Marine Manufacturers Association [NMMA]. (2017). 2016 Recreational boating participation study [Press release]. Retrieved from https://www.nmma.org/press/article/21457
- National Park Service. (2016). National Park Service visitor use statistics. Retrieved from https://irma.nps.gov/Stats/
- 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
- O'Connor, D. A., Butt, B., & Foufopoulos, J. B. (2016). Mapping the ecological footprint of large livestock overlapping with wildlife in Kenyan pastoralist landscapes. African Journal of Ecology, 54, 114–117. doi: 10.1111/aje.12241
- Oksanen, J., Bergman, C., Sainio, J., & Westerholm, J. (2015). Methods for deriving and calibrating privacy-preserving heat maps from mobile sports tracking application data. Journal of Transport Geography, 48, 135–144. doi: 10.1016/j.jtrangeo.2015.09.001
- Pelot, R., & Wu, Y. (2007). Classification of recreational boat types based on trajectory patterns. Pattern Recognition Letters, 28, 1987–1994. doi: 10.1016/j.patrec.2007.05.014
- Peterson, B., Brownlee, M., & Marion, J. (2018). Mapping the relationships between trail conditions and experiential elements of long-distance hiking. Landscape and Urban Planning, 180, 60–75. doi: 10.1016/j.landurbplan.2018.06.010
- Peterson, B., Brownlee, M., & Sharp, R. (2017). Understanding visitor use at Cumberland Island National Seashore: GPS visitor tracking. Technical report submitted to the U.S. National Park Service. Fulfillment of Cooperative Agreement No. P16AC00449.
- Pickering, C. M., Hill, W., Newsome, D., & Leung, Y.-F. (2010). Comparing hiking, mountain biking, and horse riding impacts on vegetation and soils in Australia and the United States of America. Journal of Environmental Management, 91, 551–562. doi: 10.1016/j.jenvman.2009.09.025
- Pietilä, M., & Kangas, K. (2015). Examining the relationship between recreation settings and experiences in Oulanka National Park – A spatial approach. Journal of Outdoor Recreation and Tourism, 9, 26–36. doi: 10.1016/j.jort.2015.03.004
- Raun, J., Ahas, R., & Tiru, M. (2016). Measuring tourism destinations using mobile tracking data. Tourism Management, 57, 202–212. doi: 10.1016/j.tourman.2016.06.006
- Robertson, R. A., & Regula, J. A. (1994). Recreational displacement and overall satisfaction: A study of Central Iowa’s licensed boaters. Journal of Leisure Research, 26, 174–181. doi: 10.1080/00222216.1994.11969952
- Santos, T., Mendes, R. N., & Vasco, A. (2016). Recreational activities in urban parks: Spatial interactions among users. Journal of Outdoor Recreation and Tourism, 15, 1–9. doi: 10.1016/j.jort.2016.06.001
- Schamel, J., & Job, H. (2017). National Parks and demographic change – Modelling the effects of ageing hikers on mountain landscape intra-area accessibility. Landscape and Urban Planning, 163, 32–43. doi: 10.1016/j.landurbplan.2017.03.001
- Shoval, N., & Ahas, R. (2016). The use of tracking technologies in tourism research: The first decade. Tourism Geographies, 18, 587–606. doi: 10.1080/14616688.2016.1214977
- Smallwood, C. B., Beckley, L. E., & Moore, S. A. (2012). An analysis of visitor movement patterns using travel networks in a large marine park, north-western Australia. Tourism Management, 33, 517–528. doi: 10.1016/j.tourman.2011.06.001
- Stamberger, L., van Riper, C. J., Keller, R., Brownlee, M., & Rose, J. (2018). A GPS tracking study of recreationists in an Alaskan protected area. Applied Geography, 93, 92–102. doi: 10.1016/j.apgeog.2018.02.011
- Stedman, R., Diefenbach, D. R., Swope, C. B., Finley, J. C., Luloff, A. E., Zinn, H. C., San Julian, G.J., & Wang, G. A. (2004). Integrating wildlife and human-dimensions research methods to study hunters. Journal of Wildlife Management, 68, 762–773. doi: 10.2193/0022-541x(2004)068[0762:iwahrm]2.0.co;2
- 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
- Tseng, Y., Kyle, G. T., Shafer, C. S., Graefe, A. R., Bradle, T. A., & Schuett, M. A. (2009). Exploring the crowding – satisfaction relationship in recreational boating. Environmental Management, 43, 496–507. doi: 10.1007/s00267-008-9249-5
- van Riper, C. J., Kyle, G. T., Sutton, S. G., Barnes, M., & Sherrouse, B. C. (2012). Mapping outdoor recreationists' perceived social values for ecosystem services at Hinchinbrook Island National Park, Australia. Applied Geography, 35, 164–173. doi: 10.1016/j.apgeog.2012.06.008
- Wolf, I. D., Brown, G., & Wohlfart, T. (2017). Applying public participation GIS (PPGIS) to inform and manage visitor conflict along multi-use trails. Journal of Sustainable Tourism, 26, 470–495. doi: 10.1080/09669582.2017.13...15
- Wolf, I. D., Wohlfart, T., Brown, G., & Lasa, A. B. (2015). The use of public participation GIS (PPGIS) for park visitor management: A case study of mountain biking. Tourism Management, 51, 112–130. doi: 10.1016/j.tourman.2015.05.003
- Zheng, W., Huang, X., & Li, Y. (2017). Understanding the tourist mobility using GPS: Where is the next place? Tourism Management, 59, 267–280. doi: 10.1016/j.tourman.2016.08.009