메뉴 건너뛰기




Volumn 79, Issue , 2017, Pages 115-126

An evaluation of crowdsourced information for assessing the visitation and perceived importance of protected areas

Author keywords

Flickr; OpenStreetMap; Place values; Public participation GIS (PPGIS); Volunteered geographic information (VGI); Wikipedia

Indexed keywords

ACCESSIBILITY; ENVIRONMENTAL MANAGEMENT; GIS; INFORMATION AND COMMUNICATION TECHNOLOGY; INTERNET; LOCAL PARTICIPATION; PROTECTED AREA; SOCIAL NETWORK;

EID: 85008601956     PISSN: 01436228     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.apgeog.2016.12.009     Document Type: Article
Times cited : (114)

References (61)
  • 1
    • 84916596877 scopus 로고    scopus 로고
    • QuickStats
    • Available from: (Accessed 27 April 2014)
    • Australian Bureau of Statistics, QuickStats. 2013 Available from: http://www.censusdata.abs.gov.au/census_services/getproduct/census/2011/quickstat/2?opendocument&navpos=220 (Accessed 27 April 2014).
    • (2013)
    • Australian Bureau of Statistics1
  • 2
    • 79952216129 scopus 로고    scopus 로고
    • 3218.0-Regional population growth, Australia, 2014-15
    • Available from: (Accessed 09 October 2016)
    • Australian Bureau of Statistics, 3218.0-Regional population growth, Australia, 2014-15. 2016 Available from: http://www.abs.gov.au/AUSSTATS/abs@.nsf/Latestproducts/3218.0Main%20Features252014-15?opendocument&tabname=Summary&prodno=3218.0&issue=2014-15&num=&view= (Accessed 09 October 2016).
    • (2016)
    • Australian Bureau of Statistics1
  • 3
    • 84924082570 scopus 로고    scopus 로고
    • Walk on the wild side: Estimating the global magnitude of visits to protected areas
    • Balmford, A., Green, J.M., Anderson, M., Beresford, J., Huang, C., Naidoo, R., et al. Walk on the wild side: Estimating the global magnitude of visits to protected areas. PLoS Biology, 13(2), 2015, e1002074.
    • (2015) PLoS Biology , vol.13 , Issue.2 , pp. e1002074
    • Balmford, A.1    Green, J.M.2    Anderson, M.3    Beresford, J.4    Huang, C.5    Naidoo, R.6
  • 4
    • 40749098668 scopus 로고    scopus 로고
    • Assessing spatial attributes of forest landscape values: An internet-based participatory mapping approach
    • Beverly, J.L., Uto, K., Wilkes, J., Bothwell, P., Assessing spatial attributes of forest landscape values: An internet-based participatory mapping approach. Canadian Journal of Forest Research 38:2 (2008), 289–303.
    • (2008) Canadian Journal of Forest Research , vol.38 , Issue.2 , pp. 289-303
    • Beverly, J.L.1    Uto, K.2    Wilkes, J.3    Bothwell, P.4
  • 6
    • 0038561991 scopus 로고    scopus 로고
    • Higher density housing and transport in Australian cities
    • Y. Hayashi J. Roy Springer U.S.
    • Black, J., Higher density housing and transport in Australian cities. Hayashi, Y., Roy, J., (eds.) Transport, land-use and the environment, 1996, Springer, U.S., 55–80.
    • (1996) Transport, land-use and the environment , pp. 55-80
    • Black, J.1
  • 7
    • 12244271525 scopus 로고    scopus 로고
    • Mapping spatial attributes in survey research for natural resource management: Methods and applications
    • Brown, G., Mapping spatial attributes in survey research for natural resource management: Methods and applications. Society & Natural Resources 18:1 (2004), 1–23.
    • (2004) Society & Natural Resources , vol.18 , Issue.1 , pp. 1-23
    • Brown, G.1
  • 8
    • 84941806482 scopus 로고    scopus 로고
    • Engaging the wisdom of crowds and public judgement for land use planning using public participation geographic information systems
    • Brown, G., Engaging the wisdom of crowds and public judgement for land use planning using public participation geographic information systems. Australian Planner 52:3 (2015), 199–209.
    • (2015) Australian Planner , vol.52 , Issue.3 , pp. 199-209
    • Brown, G.1
  • 9
    • 33846903903 scopus 로고    scopus 로고
    • A GIS-based inductive study of wilderness values
    • Brown, G., Alessa, L., A GIS-based inductive study of wilderness values. International Journal of Wilderness 11:1 (2005), 14–18.
    • (2005) International Journal of Wilderness , vol.11 , Issue.1 , pp. 14-18
    • Brown, G.1    Alessa, L.2
  • 10
    • 84890798568 scopus 로고    scopus 로고
    • Which ‘public’? Sampling effects in public participation GIS (PPGIS) and volunteered geographic information (VGI) systems for public lands management
    • Brown, G., Kelly, M., Whitall, D., Which ‘public’? Sampling effects in public participation GIS (PPGIS) and volunteered geographic information (VGI) systems for public lands management. Journal of Environmental Planning and Management 57:2 (2014), 190–214.
    • (2014) Journal of Environmental Planning and Management , vol.57 , Issue.2 , pp. 190-214
    • Brown, G.1    Kelly, M.2    Whitall, D.3
  • 11
    • 84889664194 scopus 로고    scopus 로고
    • Key issues and research priorities for public participation GIS (PPGIS): A synthesis based on empirical research
    • Brown, G., Kyttä, M., Key issues and research priorities for public participation GIS (PPGIS): A synthesis based on empirical research. Applied Geography 46 (2014), 122–136.
    • (2014) Applied Geography , vol.46 , pp. 122-136
    • Brown, G.1    Kyttä, M.2
  • 12
    • 0036098261 scopus 로고    scopus 로고
    • Testing a place-based theory for environmental evaluation: An Alaska case study
    • Brown, G., Reed, P., Harris, C.C., Testing a place-based theory for environmental evaluation: An Alaska case study. Applied Geography 22:1 (2002), 49–77.
    • (2002) Applied Geography , vol.22 , Issue.1 , pp. 49-77
    • Brown, G.1    Reed, P.2    Harris, C.C.3
  • 13
    • 79957947756 scopus 로고    scopus 로고
    • Public participation GIS: A new method for use in national park planning
    • Brown, G., Weber, D., Public participation GIS: A new method for use in national park planning. Landscape and Urban Planning 102:1 (2011), 1–15.
    • (2011) Landscape and Urban Planning , vol.102 , Issue.1 , pp. 1-15
    • Brown, G.1    Weber, D.2
  • 14
    • 84855793915 scopus 로고    scopus 로고
    • Measuring change in place values using public participation GIS (PPGIS)
    • Brown, G., Weber, D., Measuring change in place values using public participation GIS (PPGIS). Applied Geography 34 (2012), 316–324.
    • (2012) Applied Geography , vol.34 , pp. 316-324
    • Brown, G.1    Weber, D.2
  • 15
    • 84902955274 scopus 로고    scopus 로고
    • Assessing the value of public lands using public participation GIS (PPGIS) and social landscape metrics
    • Brown, G., Weber, D., De Bie, K., Assessing the value of public lands using public participation GIS (PPGIS) and social landscape metrics. Applied Geography 53 (2014), 77–89.
    • (2014) Applied Geography , vol.53 , pp. 77-89
    • Brown, G.1    Weber, D.2    De Bie, K.3
  • 16
    • 84949115658 scopus 로고    scopus 로고
    • Is PPGIS data good enough? An empirical evaluation of the quality of PPGIS crowd-sourced spatial data for conservation planning
    • Brown, G., Weber, D., de Bie, K., Is PPGIS data good enough? An empirical evaluation of the quality of PPGIS crowd-sourced spatial data for conservation planning. Land Use Policy 43 (2015), 228–238.
    • (2015) Land Use Policy , vol.43 , pp. 228-238
    • Brown, G.1    Weber, D.2    de Bie, K.3
  • 17
    • 67649975527 scopus 로고    scopus 로고
    • Parks and tourism
    • Buckley, R., Parks and tourism. PLoS Biology 7 (2009), 6–7, 10.1371/journal.pbio.1000143.
    • (2009) PLoS Biology , vol.7 , pp. 6-7
    • Buckley, R.1
  • 18
    • 56549107154 scopus 로고    scopus 로고
    • Monitoring for management of conservation and recreation in Australian protected areas
    • Buckley, R., Robinson, J., Carmody, J., King, N., Monitoring for management of conservation and recreation in Australian protected areas. Biodiversity and Conservation 17:14 (2008), 3589–3606.
    • (2008) Biodiversity and Conservation , vol.17 , Issue.14 , pp. 3589-3606
    • Buckley, R.1    Robinson, J.2    Carmody, J.3    King, N.4
  • 19
    • 44949148306 scopus 로고    scopus 로고
    • A crash course in SPSS for Windows: Updated for versions 14, 15, and 16
    • John Wiley & Sons
    • Colman, A.M., Pulford, B.D., A crash course in SPSS for Windows: Updated for versions 14, 15, and 16. 2011, John Wiley & Sons.
    • (2011)
    • Colman, A.M.1    Pulford, B.D.2
  • 21
    • 0036216561 scopus 로고    scopus 로고
    • Evaluating natural attractions for tourism
    • Deng, J., King, B., Bauer, T., Evaluating natural attractions for tourism. Annals of Tourism Research 29:2 (2002), 422–438.
    • (2002) Annals of Tourism Research , vol.29 , Issue.2 , pp. 422-438
    • Deng, J.1    King, B.2    Bauer, T.3
  • 22
    • 0003885690 scopus 로고    scopus 로고
    • Sociological methods: A sourcebook
    • 5th ed. Aldine Chicago, IL
    • Denzin, N., Sociological methods: A sourcebook. 5th ed., 2006, Aldine, Chicago, IL.
    • (2006)
    • Denzin, N.1
  • 23
    • 84902992614 scopus 로고    scopus 로고
    • Victorian Crown land area statement
    • Available from: (Accessed 22 April 2014)
    • DEPI—Department of Environmental and Primary Industries, Victorian Crown land area statement. 2013 Available from: http://www.depi.vic.gov.au/__data/assets/pdf_file/0006/199068/FactSheet_CrownLandVictoria_20130821FINAL.pdf (Accessed 22 April 2014).
    • (2013)
    • DEPI—Department of Environmental and Primary Industries1
  • 24
    • 84891578767 scopus 로고    scopus 로고
    • Fundamentals of spatial data quality
    • Wiley Hoboken
    • Devillers, R., Jeansoulin, R., Fundamentals of spatial data quality. 2010, Wiley, Hoboken.
    • (2010)
    • Devillers, R.1    Jeansoulin, R.2
  • 26
    • 0009824777 scopus 로고    scopus 로고
    • Sustainable tourism in protected areas: Guidelines for planning and management
    • International Union for Conservation of Nature and Natural Resources Gland, Switzerland
    • Eagles, P.F.J., McCool, S.F., Haynes, C.D., Phillips, A., United Nations Environment Programme, Sustainable tourism in protected areas: Guidelines for planning and management. 2002, International Union for Conservation of Nature and Natural Resources, Gland, Switzerland.
    • (2002)
    • Eagles, P.F.J.1    McCool, S.F.2    Haynes, C.D.3    Phillips, A.4    United Nations Environment Programme5
  • 27
    • 84947243097 scopus 로고    scopus 로고
    • A systems perspective on volunteered geographic information
    • Fast, V., Rinner, C., A systems perspective on volunteered geographic information. ISPRS International Journal of Geo-Information 3 (2014), 1278–1292, 10.3390/ijgi3041278.
    • (2014) ISPRS International Journal of Geo-Information , vol.3 , pp. 1278-1292
    • Fast, V.1    Rinner, C.2
  • 28
    • 49849094742 scopus 로고    scopus 로고
    • The credibility of volunteered geographic information
    • Flanagin, A.J., Metzger, M.J., The credibility of volunteered geographic information. GeoJournal 72:3–4 (2008), 137–148.
    • (2008) GeoJournal , vol.72 , Issue.3-4 , pp. 137-148
    • Flanagin, A.J.1    Metzger, M.J.2
  • 29
    • 84888860604 scopus 로고    scopus 로고
    • Assessing the accuracy of volunteered geographic information arising from multiple contributors to an internet based collaborative project
    • Foody, G.M., See, L., Fritz, S., Van der Velde, M., Perger, C., Schill, C., et al. Assessing the accuracy of volunteered geographic information arising from multiple contributors to an internet based collaborative project. Transactions in GIS 17 (2013), 847–860, 10.1111/tgis.12033.
    • (2013) Transactions in GIS , vol.17 , pp. 847-860
    • Foody, G.M.1    See, L.2    Fritz, S.3    Van der Velde, M.4    Perger, C.5    Schill, C.6
  • 31
    • 36749037169 scopus 로고    scopus 로고
    • Citizens as sensors: The world of volunteered geography
    • Goodchild, M.F., Citizens as sensors: The world of volunteered geography. GeoJournal 69:4 (2007), 211–221.
    • (2007) GeoJournal , vol.69 , Issue.4 , pp. 211-221
    • Goodchild, M.F.1
  • 32
    • 84975095132 scopus 로고    scopus 로고
    • The quality of big (geo) data
    • Goodchild, M.F., The quality of big (geo) data. Dialogues in Human Geography 3:3 (2013), 280–284.
    • (2013) Dialogues in Human Geography , vol.3 , Issue.3 , pp. 280-284
    • Goodchild, M.F.1
  • 33
    • 84903447263 scopus 로고    scopus 로고
    • Uneven geographies of user-generated information: Patterns of increasing informational poverty
    • Graham, M., Hogan, B., Straumann, R.K., Medhat, A., Uneven geographies of user-generated information: Patterns of increasing informational poverty. Annals of the Association of American Geographers 104:4 (2014), 746–764.
    • (2014) Annals of the Association of American Geographers , vol.104 , Issue.4 , pp. 746-764
    • Graham, M.1    Hogan, B.2    Straumann, R.K.3    Medhat, A.4
  • 34
    • 77954897618 scopus 로고    scopus 로고
    • How good is volunteered geographical information? A comparative study of OpenStreetMap and Ordinance Survey datasets
    • Haklay, M., How good is volunteered geographical information? A comparative study of OpenStreetMap and Ordinance Survey datasets. Environment and Planning B Planning & Design, 37(4), 2010, 682.
    • (2010) Environment and Planning B Planning & Design , vol.37 , Issue.4 , pp. 682
    • Haklay, M.1
  • 35
    • 57049135121 scopus 로고    scopus 로고
    • Web mapping 2.0: The neogeography of the GeoWeb
    • Haklay, M., Singleton, A., Parker, C., Web mapping 2.0: The neogeography of the GeoWeb. Geography Compass 2:6 (2008), 2011–2039.
    • (2008) Geography Compass , vol.2 , Issue.6 , pp. 2011-2039
    • Haklay, M.1    Singleton, A.2    Parker, C.3
  • 37
    • 33847246935 scopus 로고    scopus 로고
    • The rise of crowdsourcing
    • Howe, J., The rise of crowdsourcing. Wired Magazine 14:6 (2006), 1–4.
    • (2006) Wired Magazine , vol.14 , Issue.6 , pp. 1-4
    • Howe, J.1
  • 38
    • 84912090868 scopus 로고    scopus 로고
    • Characterizing spatial uncertainty when integrating social data in conservation planning
    • Lechner, A.M., Raymond, C.M., Adams, V.M., Polyakov, M., Gordon, A., Rhodes, J.R., et al. Characterizing spatial uncertainty when integrating social data in conservation planning. Conservation Biology 28 (2014), 1497–1511, 10.1111/cobi.12409.
    • (2014) Conservation Biology , vol.28 , pp. 1497-1511
    • Lechner, A.M.1    Raymond, C.M.2    Adams, V.M.3    Polyakov, M.4    Gordon, A.5    Rhodes, J.R.6
  • 39
    • 84959337023 scopus 로고    scopus 로고
    • Where have all the people gone? Enhancing global conservation using night lights and social media
    • Levin, N., Kark, S., Crandall, D.J., Where have all the people gone? Enhancing global conservation using night lights and social media. Ecological Applications 25:8 (2015), 2153–2167.
    • (2015) Ecological Applications , vol.25 , Issue.8 , pp. 2153-2167
    • Levin, N.1    Kark, S.2    Crandall, D.J.3
  • 40
    • 77953228638 scopus 로고    scopus 로고
    • Landmark classification in large-scale image collections
    • Li, Y., Crandall, D.J., Huttenlocher, D.P., Landmark classification in large-scale image collections. ICCV, 2009, September, 1957–1964.
    • (2009) ICCV , pp. 1957-1964
    • Li, Y.1    Crandall, D.J.2    Huttenlocher, D.P.3
  • 42
    • 84891426348 scopus 로고    scopus 로고
    • Illuminating the capabilities of the suomi national polar-orbiting partnership (NPP) visible infrared imaging radiometer suite (VIIRS) day/night band
    • Miller, S.D., Straka, W., Mills, S.P., Elvidge, C.D., Lee, T.F., Solbrig, J., et al. Illuminating the capabilities of the suomi national polar-orbiting partnership (NPP) visible infrared imaging radiometer suite (VIIRS) day/night band. Remote Sensing 5:12 (2013), 6717–6766.
    • (2013) Remote Sensing , vol.5 , Issue.12 , pp. 6717-6766
    • Miller, S.D.1    Straka, W.2    Mills, S.P.3    Elvidge, C.D.4    Lee, T.F.5    Solbrig, J.6
  • 43
    • 85138281305 scopus 로고    scopus 로고
    • Public participatory GIS
    • Mukherjee, F., Public participatory GIS. Geography Compass 9:7 (2015), 384–394.
    • (2015) Geography Compass , vol.9 , Issue.7 , pp. 384-394
    • Mukherjee, F.1
  • 46
    • 85008694311 scopus 로고    scopus 로고
    • Parks Victoria visitation data
    • Parks-Victoria-Visitation-Data.xlsx Excel file Available from: (Accessed 16 January 2016)
    • Parks Victoria, Parks Victoria visitation data. 2011 Parks-Victoria-Visitation-Data.xlsx Excel file Available from: http://parkweb.vic.gov.au (Accessed 16 January 2016).
    • (2011)
    • Parks Victoria1
  • 47
    • 0031414690 scopus 로고    scopus 로고
    • City size distributions and metropolisation
    • Pumain, D., Moriconi-Ebrard, F., City size distributions and metropolisation. Geojournal 43:4 (1997), 307–314.
    • (1997) Geojournal , vol.43 , Issue.4 , pp. 307-314
    • Pumain, D.1    Moriconi-Ebrard, F.2
  • 48
    • 84905903070 scopus 로고    scopus 로고
    • Capturing multiple values of ecosystem services shaped by environmental worldviews: A spatial analysis
    • Van Riper, C.J., Kyle, G.T., Capturing multiple values of ecosystem services shaped by environmental worldviews: A spatial analysis. Journal of Environmental Management 145 (2014), 374–384.
    • (2014) Journal of Environmental Management , vol.145 , pp. 374-384
    • Van Riper, C.J.1    Kyle, G.T.2
  • 49
    • 84864074594 scopus 로고    scopus 로고
    • Mapping outdoor recreationists’ perceived social values for ecosystem services at Hinchinbrook Island National Park, Australia
    • Van Riper, C.J., Kyle, G.T., Sutton, S.G., Barnes, M., Sherrouse, B.C., Mapping outdoor recreationists’ perceived social values for ecosystem services at Hinchinbrook Island National Park, Australia. Applied Geography 35:1 (2012), 164–173.
    • (2012) Applied Geography , vol.35 , Issue.1 , pp. 164-173
    • Van Riper, C.J.1    Kyle, G.T.2    Sutton, S.G.3    Barnes, M.4    Sherrouse, B.C.5
  • 50
    • 85000819211 scopus 로고    scopus 로고
    • Holidays in lights: Tracking cultural patterns in demand for energy services
    • Román, M.O., Stokes, E.C., Holidays in lights: Tracking cultural patterns in demand for energy services. Earth's Future 3:6 (2015), 182–205.
    • (2015) Earth's Future , vol.3 , Issue.6 , pp. 182-205
    • Román, M.O.1    Stokes, E.C.2
  • 52
    • 85056911781 scopus 로고    scopus 로고
    • Principles of modeling uncertainties in spatial data and spatial analyses
    • CRC Press Boca Raton, FL
    • Shi, W., Principles of modeling uncertainties in spatial data and spatial analyses. 2010, CRC Press, Boca Raton, FL.
    • (2010)
    • Shi, W.1
  • 54
    • 84894038872 scopus 로고    scopus 로고
    • Spatial collective intelligence? Credibility, accuracy, and volunteered geographic information
    • Spielman, S.E., Spatial collective intelligence? Credibility, accuracy, and volunteered geographic information. Cartography and Geographic Information Science 41:2 (2014), 115–124.
    • (2014) Cartography and Geographic Information Science , vol.41 , Issue.2 , pp. 115-124
    • Spielman, S.E.1
  • 55
    • 84932640599 scopus 로고    scopus 로고
    • Crowdsourcing geographic knowledge: Volunteered geographic information (VGI) in theory and practice
    • Springer Science & Business Media
    • Sui, D., Elwood, S., Goodchild, M., Crowdsourcing geographic knowledge: Volunteered geographic information (VGI) in theory and practice. 2012, Springer Science & Business Media.
    • (2012)
    • Sui, D.1    Elwood, S.2    Goodchild, M.3
  • 56
    • 0002776681 scopus 로고    scopus 로고
    • Data quality parameters. Geographical information systems
    • 2nd ed. P.A. Longley M.F. Goodchild D.J. Maguire D.W. Rhind John Wiley & Sons New York
    • Veregin, H., Data quality parameters. Geographical information systems., 2nd ed. Longley, P.A., Goodchild, M.F., Maguire, D.J., Rhind, D.W., (eds.) Principles and technical issues, Vol. 1, 1999, John Wiley & Sons, New York, 177–189.
    • (1999) Principles and technical issues , vol.1 , pp. 177-189
    • Veregin, H.1
  • 57
    • 84935511904 scopus 로고    scopus 로고
    • Using social media to measure the contribution of Red List species to the nature-based tourism potential of African protected areas
    • Willemen, L., Cottam, A.J., Drakou, E.G., Burgess, N.D., Using social media to measure the contribution of Red List species to the nature-based tourism potential of African protected areas. PloS one, 10(6), 2015, e0129785.
    • (2015) PloS one , vol.10 , Issue.6 , pp. e0129785
    • Willemen, L.1    Cottam, A.J.2    Drakou, E.G.3    Burgess, N.D.4
  • 58
    • 84889610092 scopus 로고    scopus 로고
    • Using social media to quantify nature-based tourism and recreation
    • Wood, S.A., Guerry, A.D., Silver, J.M., Lacayo, M., Using social media to quantify nature-based tourism and recreation. Scientific Reports, 3, 2013, 2976, 10.1038/srep02976.
    • (2013) Scientific Reports , vol.3 , pp. 2976
    • Wood, S.A.1    Guerry, A.D.2    Silver, J.M.3    Lacayo, M.4
  • 59
    • 70349115086 scopus 로고    scopus 로고
    • Detecting cultural differences using consumer-generated geotagged photos
    • LOCWEB ‘09, pages 12:1–12:4, New York, NY, USA. ACM
    • Yanai, K., Yaegashi, K., Qiu, B., Detecting cultural differences using consumer-generated geotagged photos. Proceedings of the 2nd international workshop on location and the web, 2009 LOCWEB ‘09, pages 12:1–12:4, New York, NY, USA. ACM.
    • (2009) Proceedings of the 2nd international workshop on location and the web
    • Yanai, K.1    Yaegashi, K.2    Qiu, B.3
  • 61
    • 85009207176 scopus 로고    scopus 로고
    • Nighttime light remote sensing – monitoring human societies from outer space
    • P.S. Thenkabail
    • Zhang, Q., Levin, N., Chalkias, C., Letu, H., Nighttime light remote sensing – monitoring human societies from outer space. Thenkabail, P.S., (eds.) Chapter 11 in remote sensing handbook, Vol. 3, 2015, 289–310.
    • (2015) Chapter 11 in remote sensing handbook , vol.3 , pp. 289-310
    • Zhang, Q.1    Levin, N.2    Chalkias, C.3    Letu, H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.