Gönüllü coğrafi bilgi kullanılarak Dilek Yarımadası’ndaki doğa temelli rekreasyonel aktivitelerin haritalanması

Ahmet Uslu

doi:10.53601/tourismandrecreation.1354787

TR EN

Gönüllü coğrafi bilgi kullanılarak Dilek Yarımadası’ndaki doğa temelli rekreasyonel aktivitelerin haritalanması

Öz

Korunan alanlar, açık hava rekreasyonu ve doğaya dayalı turizm için başlıca destinasyonlar haline gelmiştir. Korunan alanların sürdürülebilir ve etkin yönetimi için rekreasyonel aktivitelerin konumsal ve zamansal verilerine ihtiyaç duyulmaktadır. Günümüzde kitle kaynaklı platformlardan elde edilen gönüllü coğrafi bilgi, doğa temelli rekreasyonel aktivitelerin zamansal ve konumsal analizi için kullanılmaktadır. Bu çalışmada, Küresel Navigasyon Uydu Sistemleri (GNSS) tabanlı gönüllü coğrafi bilgiler aracılığıyla Dilek Yarımadası’ndaki doğa temelli rekreasyonel aktivitelerin konumsal modellerinin haritalanması amaçlanmıştır. Wikiloc’tan elde edilen 653 adet doğa yürüyüşü, 59 adet dağ bisikleti ve 22 adet yol bisikleti aktivitesinin GNSS izleri kullanılarak Dilek Yarımadası’nın rekreasyonel kullanımı analiz edilmiştir. Çalışmanın sonuçları, GNSS tabanlı gönüllü coğrafi bilgilerin, doğa temelli rekreasyonel aktivitelerin haritalanmasında etkili bir araç olduğunu ve geleneksel veri kaynaklarına alternatif veya tamamlayıcı bir kaynak olarak kullanılabileceğini göstermiştir.

Anahtar Kelimeler

Dilek Yarımadası , Korunan alanlar , Wikiloc , Gönüllü coğrafi bilgi , Doğa temelli rekreasyonel aktiviteler

Mapping nature-based recreational activities in the Dilek Peninsula using volunteered geographic information

Abstract

Protected areas have become prime destinations for outdoor recreation and nature-based tourism. Spatial and temporal data of recreational activities are needed for sustainable and effective management of protected areas. Today, voluntary geographical information obtained from crowdsourcing platforms is used for temporal and spatial analysis of nature-based recreational activities. The aim of this study is to map the spatial patterns of nature-based recreational activities in the Dilek Peninsula through Global Navigation Satellite Systems (GNSS based voluntary geographical information. The recreational use of Dilek Peninsula was analyzed using GNSS traces of 653 hiking, 59 mountain biking and 22 road cycling activities obtained from the Wikiloc. The results of the study showed that GNSS-based voluntary geographic information is an effective tool for mapping nature-based recreational activities and can be used as an alternative or complementary source to traditional data sources.

Keywords

Dilek Peninsula , Protected areas , Wikiloc , Voluntary geographic information , Nature-based recreational activities

References

Anderson, L., Schleien, S., McAvoy, L., Lais, G. & Seligmann, D. (1997). Creating Positive Change Throughan Integrated Outdoor Adventure Program. Therapeutic Recreation Journal, 31(4), 214-229. Retrieved from https://libres.uncg.edu/ir/listing.aspx?id=4291
Anderson, T. K. (2009). Kernel Density Estimation and K-Means Clustering to Profile Road Accident Hotspots. Accident Analysis & Prevention, 41(3), 359-364. DOI: https://doi.org/10.1016/j.aap.2008.12.014
Barros, C., Moya-Gómez, B. & García-Palomares, J. C. (2019). Identifying Temporal Patterns of Visitors to National Parks through Geotagged Photographs. Sustainability, 11(24), 6983. DOI: https://doi.org/10.3390/su11246983
Barros, C., Moya-Gómez, B. & Gutiérrez, J. (2020). Using Geotagged Photographs and GPS Tracks from Social Networks to Analyse Visitor Behaviour in National Parks. Current Issues in Tourism, 23(10), 1291-1310. DOI: https://doi.org/10.1080/13683500.2019.1619674
Bekdemir, Ü., Elmacı, S. & Sezer, İ. (2010). Turizmin Kıskacında Bir Doğa Koruma Alanı: Dilek Yarımadası–Büyük Menderes Deltası Milli Parkı. Turkish Studies, 5(4), 890–913. DOI: http://dx.doi.org/10.7827/TurkishStudies.1598
Bekdemir, Ü. & Sezer, İ. (2008). Dilek Yarımadası-Büyük Menderes Deltası Milli Parkı ve Yöre Ekonomik Faaliyetleri İlişkisi. Doğu Coğrafya Dergisi, 13(19), 325–346. Retrieved from https://dergipark.org.tr/tr/pub/ataunidcd/issue/2429/30883
Bingöl, B. (2011). Dilek Yarımadası-Büyük Menderes Deltası Milli Parkı’nın Koruma ve Kullanım İlkeleri Açısından Rekreasyon Planlaması Üzerine Bir Araştırma, Doktora Tezi, Ankara Üniversitesi, Fen Bilimleri Enstitüsü, Peyzaj Mimarlığı Anabilim Dalı, Ankara.
Bingöl, B. & Arslan, M. (2021). Dilek Yarımadası Büyük Menderes Deltası Milli Parkı’nın Rekreasyon Potansiyelinin Belirlenmesine Yönelik Bir Araştırma. Humanities Sciences, 16(3):177-186. DOI:10.12739/NWSA.2021.16.3.4C0250
Ciesielski, M. & Stereńczak, K. (2021). Using Flickr Data and Selected Environmental Characteristics to Analyse the Temporal and Spatial Distribution of Activities in Forest Areas. Forest Policy and Economics, 129, 102509. DOI: https://doi.org/10.1016/j.forpol.2021.102509
Cui, N., Malleson, N., Houlden, V. & Comber, A. (2021). Using VGI and Social Media Data to Understand Urban Green Space: A Narrative Literature Review. ISPRS International Journal of Geo-Information, 10(7), 425. DOI: https://doi.org/10.3390/ijgi10070425

Da Mota, V. T. & Pickering, C. (2020). Using Social Media to Assess Nature-Based Tourism: Current Research and Future Trends. Journal of Outdoor Recreation and Tourism, 30, 100295. DOI: https://doi.org/10.1016/j.jort.2020.100295
Fialová, J., Březina, D., Žižlavská, N., Michal, J. & Machar, I. (2019). Assessment of Visitor Preferences and Attendance to Singletrails in the Moravian Karst for the Sustainable Development Proposals. Sustainability, 11(13), 3560. DOI: https://doi.org/10.3390/su11133560
Fisher, D. M., Wood, S. A., White, E. M., Blahna, D. J., Lange, S., Weinberg, A. & Lia, E. (2018). Recreational Use in Dispersed Public Lands Measured Using Social Media Data and On-Site Counts. Journal of Environmental Management, 222, 465-474. DOI: 10.1016/j.jenvman.2018.05.045
Goodchild, M. F. (2007). Citizens as Sensors: The World of Volunteered Geography. GeoJournal, 69, 211-221. DOI: https://doi.org/10.1007/s10708-007-9111-y
Hausmann, A., Toivonen, T., Slotow, R., Tenkanen, H., Moilanen, A., Heikinheimo, V. & Di Minin, E. (2018). Social Media Data Can Be Used to Understand Tourists’ Preferences for Nature-Based Experiences in Protected Areas. Conservation Letters, 11(1), e12343. DOI: https://doi.org/10.1111/conl.12343
Havinga, I., Bogaart, P. W., Hein, L. & Tuia, D. (2020). Defining and Spatially Modelling Cultural Ecosystem Services Using Crowdsourced Data. Ecosystem Services, 43, 101091. DOI: https://doi.org/10.1016/j.ecoser.2020.101091
Heikinheimo, V., Di Minin, E., 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: https://doi.org/10.3390/ijgi6030085
Heikinheimo, V., Tenkanen, H., Bergroth, C., Järv, O., Hiippala, T. & Toivonen, T. (2020). Understanding the Use of Urban Green Spaces from User-generated Geographic Information. Landscape and Urban Planning, 201, 103845. DOI: https://doi.org/10.1016/j.landurbplan.2020.103845
Huang, R. (2023). Analyzing National Parks Visitor Activities Using Geotagged Social Media Photos. Journal of Environmental Management, 330, 117191. DOI: https://doi.org/10.1016/j.jenvman.2022.117191
Horst, L., Taczanowska, K., Porst, F. & Arnberger, A. (2023). Evaluation of GNSS-Based Volunteered Geographic Information for Assessing Visitor Spatial Distribution within Protected Areas: A Case Study of the Bavarian Forest National Park, Germany. Applied Geography, 150, 102825. DOI: https://doi.org/10.1016/j.apgeog.2022.102825
Jurado Rota, J., Perez Albert, M. Y. & Serrano Gine, D. (2019). Visitor Monitoring in Protected Areas: An Approach to Natura 2000 Sites Using Volunteered Geographic Information (VGI). Geografisk Tidsskrift-Danish Journal of Geography, 119(1), 69-83. DOI: DOI:10.1080/00167223.2019.1573409
Mancini, F., Coghill, G. M. & Lusseau, D. (2018). Using Social Media to Quantify Spatial and Temporal Dynamics of Nature-Based Recreational Activities. PloS one, 13(7), e0200565. DOI: https://doi.org/10.1371/journal.pone.0200565
Mendes, R. M. N., Farías-Torbidoni, E. I. & da Silva, C. P. (2023). Squeezing the Most from Volunteered Geographic Information to Monitor Mountain Biking in Peri-Urban Protected and Recreational Areas at a Metropolitan Scale. Journal of Outdoor Recreation and Tourism, 42, 100624. DOI: https://doi.org/10.1016/j.jort.2023.100624
Newsome, D., Moore, S.A. & Dowling, R.K. (2012). Natural Area Tourism: Ecology, Impacts and Management, Channel View Publications, Bristol, UK.
Norman, P. & Pickering, C. M. (2017). Using Volunteered Geographic Information to Assess Park Visitation: Comparing Three on-line Platforms. Applied Geography, 89, 163-172. DOI: https://doi.org/10.1016/j.apgeog.2017.11.001
Norman, P. & Pickering, C. M. (2019). Factors Influencing Park Popularity for Mountain Bikers, Walkers and Runners as Indicated by Social Media Route Data. Journal of Environmental Management, 249, 109413.DOI: https://doi.org/10.1016/j.jenvman.2019.109413
OSM, (Ağustos 2023). OpenStreetMap Dilek Yarımadası Veri Kümesi, https://www.openstreetmap.org/search?query=dilek%20yar%C4%B1madas%C4%B1#map=11/37.5927/27.1218, Erişim Tarihi: 17.08.2023.
Orsi, F. & Geneletti, D. (2013). Using Geotagged Photographs and GIS Analysis to Estimate Visitor Flows in Batural Areas. Journal for Nature Conservation, 21(5), 359-368. DOI: https://doi.org/10.1016/j.jnc.2013.03.001
Öztürk, S. & Kalaycı, M. (2018). Dilek Yarımadası Büyük Menderes Deltası Milli Parkı Ekoturizm Potansiyeli. T. Birişçi & A. K. Önaç (Ed.), Kuşadası Peyzaj Değerleri ss. 110–119. İzmir: TMMOB Peyzaj Mimarları Odası Yayınları, İzmir.
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: https://doi.org/10.1016/j.jort.2016.06.001
Santos, T., Nogueira Mendes, R., Farías-Torbidoni, E. I., Julião, R. P. & Pereira da Silva, C. (2022). Volunteered Geographical Information and Recreational Uses within Metropolitan and Rural Contexts. ISPRS International Journal of Geo-Information, 11(2), 144. DOI: https://doi.org/10.3390/ijgi11020144
Schirck-Matthews, A., Hochmair, H. & Paulus, G. (2023). Comparison of Reported Outdoor Activities in Florida State Parks Among Three Fitness Tracker Apps. Journal of Leisure Research, 54(1), 46-71. DOI: https://doi.org/10.1080/00222216.2022.2153097
Schirpke, U., Scolozzi, R., Da Re, R., Masiero, M., Pellegrino, D. & Marino, D. (2018). Recreational Ecosystem Services in Protected Areas: A Survey of Visitors to Natura 2000 Sites in Italy. Journal of Outdoor Eecreation and Tourism, 21, 39-50. DOI: https://doi.org/10.1016/j.jort.2018.01.003
Sinclair, M., Ghermandi, A. & Sheela, A. M. (2018). A Crowdsourced Valuation of Recreational Ecosystem Services Using Social Media Data: An Application to a Tropical Wetland in India. Science of The Total Environment, 642, 356-365. DOI: https://doi.org/10.1016/j.scitotenv.2018.06.056
Smith, I., Velasquez, E., Norman, P. & Pickering, C. (2023). Effect of the COVID-19 Pandemic on the Popularity of Protected Areas for Mountain Biking and Hiking in Australia: Insights from Volunteered Geographic Information. Journal of Outdoor Recreation and Tourism, 41, 100588. DOI: https://doi.org/10.1016/j.jort.2022.100588
Spalding, M. D., Longley-Wood, K., McNulty, V. P., Constantine, S., Acosta-Morel, M., Anthony, V., Cole, D. A., Hall, G., Nickel, A. B., Schill R. S., Schuhmann W. P. & Tanner, D. (2023). Nature Dependent Tourism–Combining Big Data and Local Knowledge. Journal of Environmental Management, 337, 117696. DOI: 10.1016/j.jenvman.2023.117696
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), 17615. DOI: 10.1038/s41598-017-18007-4
Uslu, A. (2021). Sosyal Medya Verileri Kullanılarak Milli Park Ziyaretlerinin Mekânsal ve Zamansal Değişiminin Modellenmesi: Beydağları Sahil Milli Parkı Örneği. Bartın Orman Fakültesi Dergisi, 23(2), 386-398. DOI: https://doi.org/10.24011/barofd.910977
Uslu, A. (2022). Gönüllü Coğrafi Veriler ile Dağ Bisikleti Kullanımının Zamansal ve Mekânsal Değişimlerinin Modellenmesi: Datça Yarımadası Örneği. Anadolu Orman Araştırmaları Dergisi, 8(2), 22-32. DOI: 10.53516/ajfr.1173904
Venter, Z. S., Barton, D. N., Gundersen, V., Figari, H. & Nowell, M. (2020). Urban Nature in a Time of Crisis: Recreational Use of Green Space Increases During the COVID-19 Outbreak in Oslo, Norway. Environmental Research Letters, 15(10), 104075. DOI 10.1088/1748-9326/abb396
Walden-Schreiner, C., Leung, Y. F. & Tateosian, L. (2018). Digital Footprints: Incorporating Crowdsourced Geographic Information for Protected Area Management. Applied Geography, 90, 44-54. DOI: 10.1016/j.apgeog.2017.11.004
Wartmann, F. M., Baer, M. F., Hegetschweiler, K. T., Fischer, C., Hunziker, M. & Purves, R. S. (2021). Assessing the Potential of Social Media for Estimating Recreational Use of Urban and Peri-Urban Forests. Urban Forestry & Urban Greening, 64, 127261. DOI: https://doi.org/10.1016/j.ufug.2021.127261
WIKILOC, (Ağustos 2023). Dünyanın Rotaları, https://tr.wikiloc.com/, Erişim Tarihi: 15.08.2023.
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(1), 2976. DOI: https://doi.org/10.1038/srep02976
Wood, S. A., Winder, S. G., Lia, E. H., White, E. M., Crowley, C. S. & Milnor, A. A. (2020). Next-Generation Visitation Models Using Social Media to Estimate Recreation on Public Lands. Scientific Reports, 10(1), 15419. DOI: https://doi.org/10.1038/s41598-020-70829-x
Xu, H., Zhao, G., Liu, Y. & Miao, M. (2023). Using Social Media Camping Data for Evaluating, Quantifying, and Understanding Recreational Ecosystem Services in Post-COVID-19 Megacities: A Case Study from Beijing. Forests, 14(6), 1151. DOI: https://doi.org/10.3390/f14061151

Details

Primary Language

Turkish

Subjects

Sports and Recreation

Journal Section

Research Article

Authors

Ahmet Uslu ^*
0000-0001-8745-423X
Türkiye

Publication Date

December 31, 2023

Submission Date

September 4, 2023

Acceptance Date

November 30, 2023

Published in Issue

Year 2023 Volume: 5 Number: 2

DOI

https://doi.org/10.53601/tourismandrecreation.1354787

IZ

https://izlik.org/JA49DX33PK

APA

Uslu, A. (2023). Gönüllü coğrafi bilgi kullanılarak Dilek Yarımadası’ndaki doğa temelli rekreasyonel aktivitelerin haritalanması. Tourism and Recreation, 5(2), 66-78. https://doi.org/10.53601/tourismandrecreation.1354787

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Articles published by Tourism and Recreation are licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International Lisence

Gönüllü coğrafi bilgi kullanılarak Dilek Yarımadası’ndaki doğa temelli rekreasyonel aktivitelerin haritalanması

Öz

Anahtar Kelimeler

Mapping nature-based recreational activities in the Dilek Peninsula using volunteered geographic information

Abstract

Keywords

References

Details

Primary Language

Subjects

Journal Section

Authors

Publication Date

Submission Date

Acceptance Date

Published in Issue

DOI

IZ

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