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A Preliminary Study on Usability of Unmanned Aerial Vehicles in Observing Park Users - Focused on Urban Parks in Busan -

공원 이용 실태 조사를 위한 무인비행장치의 활용성 연구 - 부산시 도시공원을 사례로 -

  • Park, Keunhyun (Dept. of City & Metropolitan Planning, University of Utah) ;
  • Park, Sungburm (Dept. of Landscape Architecture, Dong-A University)
  • 박근현 (미국 유타대학교 도시계획학과 대학원) ;
  • 박승범 (동아대학교 조경학과)
  • Received : 2016.06.14
  • Accepted : 2016.08.09
  • Published : 2016.08.31

Abstract

Two primary tools to study park use are surveys and direct observation. Existing methods, however, are limited in terms of considerable costs in both time and money and the personal bias of respondents or observers. These limitations result in a lack of efficient, reliable, and affordable tools to investigate park use. This study explores the reliability and usability of unmanned aerial vehicles(UAVs) to explore park use in urban parks in Busan metropolitan city. By comparing with a systematic observation tool, SOPARC(System for Observing Play and Recreation in Communities), this study finds that the number of park users observed by two different techniques are highly correlated and not significantly different with each other. In addition, both methods show a high level of test-retest reliability. Comparing to existing methods, the UAV-using observation tool could cover larger target areas and is suitable to count park users in a more reliable and efficient way and map their use patterns, although it is weak in collecting detailed user information and surveying under poor conditions such as rain. Thus, the UAV method could complement direct observation. This study suggests practical implications of a UAV method to study park use.

공원 이용행태는 주로 이용자 설문이나 행태 관찰을 통해 조사되어 왔다. 하지만 기존 방식들은 시간과 비용이 많이 소모되고, 응답자나 조사자의 주관에 취약하다는 한계를 갖는다. 이로 인해 개별 도시에서 활용할 수 있는 체계적이고 일관된 공원 이용 실태 조사기법이 부족한 실정이다. 이에 본 연구는 부산광역시 도시공원을 대상으로 공원 이용 조사를 위한 무인비행장치의 활용성을 파악해 보고자 한다. 특히 기존에 신뢰성과 타당성이 검증된 체계적 관찰 기법인 여가활동 관찰 기법(SOPARC)과 비교하여 본 기법의 유용성을 살펴본다. 연구결과, 무인비행장치를 이용한 관찰결과는 SOPARC의 결과와 매우 높은 상관성을 보였으며, 통계적으로 유의한 수준에서 차이가 없는 것으로 나타났다. 또한 두 기법 모두 높은 수준의 검사-재검사 신뢰도를 나타냈다. 무인비행장치를 활용한 방법은 기존 관찰기법들에 비해 넓은 지역을 관찰할 수 있고, 정밀한 이용자 수 조사 및 공간 시설 이용패턴 파악에 적합한 장점을 가진 반면, 자세한 이용자 정보를 파악하기 어렵고, 날씨 등 조사 여건의 제약이 많다는 한계를 보였다. 따라서 두 기법을 상호보완적으로 활용하는 것이 바람직할 것이다. 마지막으로 무인비행장치를 활용한 공원 이용 조사 시 유의할 사항들을 제안하였다.

Keywords

References

  1. Arnberger, A., W. Haider and C. Brandenburg(2005). Evaluating visitor-monitoring techniques: A comparison of counting and video observation data. Environmental Management 36(2): 317-327. https://doi.org/10.1007/s00267-004-8201-6
  2. Baran, P. K., W. R. Smith, R. C. Moore, M. F. Floyd, J. N. Bocarro, N. G. Cosco and T. M. Danninger(2014) Park use among youth and adults: examination of individual, social, and urban form factors. Environment and Behavior 46(6): 768-800. https://doi.org/10.1177/0013916512470134
  3. Cho, C-W and Y-K Chin(1998) The observation of user behaviors of the urban plaza using time-lapse record. Journal of the Korean Institute of Landscape Architecture 26(3): 199-212.(조창완, 진양교(1998) Time-Lapse 촬영방법을 이용한 도심 광장의 이용행태에 관한 연구: 청량리 역광장을 사례로. 한국조경학회지 26(3): 199-212.)
  4. Choi, W. and K. Kim(2013) Uses and functions of squares in a downtown based on the concept of behavior setting: Focused on the Gwanghwamun Square, Seoul Square, and Cheonggye Square. Journal of Urban Design Institute of Korea 14(1): 109-120.(최우석, 김기호(2013) 행태의 장 개념을 통해 본 도심 내 광장의 이용 및 기능에 대한 연구: 광화문 광장, 서울 광장, 청계 광장을 중심으로. 한국도시설계학회지 14(1): 109-120.)
  5. Chung-Do, J. J., E. Davis, S. Lee, Y. Jokura, L. Choy and J. E. Maddock(2011) An observational study of physical activity in parks in Asian and Pacific Islander communities in urban Honolulu, Hawaii, 2009. Preventing Chronic Disease 8(5): 1-9.
  6. CIAFEL(2009) iSOPARC for iPad User Documentation. https://ciafel.fade.up.pt/isoparc/doc/iSOPARC.Documentation.pdf
  7. Cohen, D. A., C. Setodji, K. R. Evenson, P. Ward, S. Lapham, A. Hillier and T. L. McKenzie(2011) How much observation is enough? Refining the administration of SOPARC. Journal of Physical Activity & Health 8(8): 1117-1123. https://doi.org/10.1123/jpah.8.8.1117
  8. Cohen, D. A., T. Marsh, S. Williamson, K. P. Derose, H. Martinez, C. Setodji and T. L. McKenzie(2010) Parks and physical activity: why are some parks used more than others? Preventive Medicine 50 Suppl 1: S9-12 https://doi.org/10.1016/j.ypmed.2009.08.020
  9. Coifman, B., M. McCord, R. G. Mishalani, M. Iswalt and Y. Ji(2006) Roadway traffic monitoring from an unmanned aerial vehicle. IEE Proceedings-Intelligent Transport System 153(1): 11-20. https://doi.org/10.1049/ip-its:20055014
  10. Floyd, M. F., J. O. Spengler, J. E. Maddock, P. H. Gobster and L. J. Suau(2008) Park-based physical activity in diverse communities of two U.S. cities: An observational study. American Journal of Preventive Medicine 34(4): 299?305. https://doi.org/10.1016/j.amepre.2008.01.009
  11. Gehl, J. and B. Svarre(2013) How to Study Public Life. Island Press.
  12. Getzin, S., K. Wiegand and I. Schoning(2012) Assessing biodiversity in forests using very high-resolution images and unmanned aerial vehicles. Methods in Ecology and Evolution 3(2): 397-404. https://doi.org/10.1111/j.2041-210X.2011.00158.x
  13. Giles-Corti, B., M. H. Broomhall, M. Knuiman, C. Collins, K. Douglas, K. Ng, A. Lange and R. J. Donovan(2005) Increasing walking: How important is distance to, attractiveness, and size of public open space? American Journal of Preventive Medicine 28(2 Suppl 2): 169?176.
  14. Han, U. and H. J. Yun(2014) Pedestrian behavior tracking at urban linear tourist sites via direct observation: Focused on Cheonggyecheon in Seoul. Journal of the Korean Institute of Landscape Architecture 42(5): 124-133.(한울, 윤희정(2014) 직접관찰법을 이용한 도심 선형 여가공간의 보행자 행태분석: 서울시 청계천을 대상으로. 한국조경학회지 42(5): 124-133.) https://doi.org/10.9715/KILA.2014.42.5.124
  15. Im, S.(2007) Environmental Psychology and Human Behavior. Seoul: Bomun.(임승빈(2007) 환경심리와 인간행태. 서울: 보문당.)
  16. Jacobs, J.(1961).The death and life of great American cities. Vintage.
  17. Kaczynski, A. T., L. R. Potwarka and B. E. Saelens(2008) Association of park size, distance, and features with physical activity in neighborhood parks. American Journal of Public Health 98(8): 1451-1456. https://doi.org/10.2105/AJPH.2007.129064
  18. Kang, Y-J., Y-S. Kim and S-H Cho(2012) A research on the creative behavior of children's plays in Sangsang Children's Park, Seoul, City. Journal of the Korean Institute of Landscape Architecture 40(5): 109-118.(강영재, 김요섭, 조세환(2012) 서울시 상상어린이공원의 창의 놀이 행태 분석 연구. 한국조경학회지 40(5): 109-118.) https://doi.org/10.9715/KILA.2012.40.5.109
  19. Kim, H-K and S-W Jung(2010) An analysis of the behavior pattern of user for open space in the urban park: Focused on the Seoul Forest. Journal of the Architectural Institute of Korea Planning & Design 26(11): 37-44.(김효경, 정성원(2010) 도시공원 내 오픈스페이스 이용자 행태 분석: 서울 숲을 중심으로. 대한건축학회논문집 계획계 26(11): 37-44.)
  20. Kim, M., J-S Sung and J. Park(2014) Behavior setting theory draws Choenggyecheon. Journal of Urban Design Institute of Korea 15(4): 33-46.(김무한, 성종상, 박재민(2014) 행태의 장 이론 적용을 통한 청계천의 환경-행태연구. 한국도시설계학회지 15(4): 33-46.)
  21. Kim, Y-S, D-H Lee and C-Y Park(2006) Servey and analysis of use behavior in children's parks: Focused on housing development area in Daegu. Journal of the Korean Institute of Landscape Architecture 34(3): 32-40.(김용수, 이동훈, 박찬용(2006) 어린이공원 이용행태 조사.분석: 대구광역시 택지개발지구를 중심으로. 한국조경학회지 34(3): 32-40.)
  22. Lang, Joe(1994) Urban Design: The American Experience. New York: Van Nostrand Reinhold.
  23. Lee, J.(2009) Research Methodology in Education, Psychology, and Sociology. Paju: Kyoyookbook.(이종승(2009) 교육.심리.사회 연구방법론. 파주: 교육과학사.)
  24. Lee, J-H and J-A Park(2008) Analysis of user behavior for the revitalization of small parks near stations by the location types in influential subway area. Journal of the Korean Institute of Landscape Architecture 36(3): 9-20.(이주희, 박진아(2008) 역세권내 역 인접 소공원의 유형별 이용행태분석을 통한 활성화 방안 연구. 한국조경학회지 36(3): 9-20.)
  25. Lee, Y-S, C-H Ahn, D-J Lee and E-B Lee(2011) Analysis on the time and spacial characteristic of citizen outdoor activity. Journal of Korea Institute of Ecological Architecture and Environment 11(2): 83-90.(이연숙, 안창헌, 이동주, 이유빈(2011) 관찰기법을 이용한 도시민의 야외 운동장소 이용특성 분석: 이용 시간과 공간을 중심으로. 한국생태환경건축학회논문집 11(2): 83-90.)
  26. Lin, Y., M. Jiang, Y. Yao, L. Zhang and J. Lin(2015) Use of UAV oblique imaging for the detection of individual trees in residential environments. Urban Forestry & Urban Greening 14: 404-412. https://doi.org/10.1016/j.ufug.2015.03.003
  27. Loukaitou-Sideris, A. and A. Sideris(2009) What brings children to the park? Analysis and measurement of the variables affecting children's use of parks. Journal of the American Planning Association 76(1): 89-107. https://doi.org/10.1080/01944360903418338
  28. McKenzie, Thomas L., D. A. Cohen, A. Sehgal, S. Williamson and D. Golinelli(2006) System for observing play and recreation in communities (SOPARC): Reliability and feasibility measures. Journal of Physical Activity & Health 3(S1): S208-S222. https://doi.org/10.1123/jpah.3.s1.s208
  29. Rung, A. L., A. J. Mowen, S. T. Broyles and J. Gustat(2011). The role of park conditions and features on park visitation and physical activity. Journal of Physical Activity and Health 8(2): S178-S187. https://doi.org/10.1123/jpah.8.s2.s178
  30. Song, J-Y and J-A Park(2013) A study on the improvement of Han-Gang Park by analysis of user's behavior: Focused on Banpo, Yeouido. Journal of Urban Design Institute of Korea 14(4): 43-54.(송지연, 박진아(2013) 한강시민공원의 이용자 활동 특성 분석 및 개선방안 연구: 반포한강공원 여의도한강공원을 중심으로. 한국도시설계학회지 14(4): 43-54.)
  31. Torres-Sanchez, J., J. M. Pena, A. I. de Castro and F. Lopez-Granados (2014) Multi-temporal mapping of the vegetation fraction in early-season wheat fields usingimages from UAV. Computers and Electronics in Agriculture 103: 104-113. https://doi.org/10.1016/j.compag.2014.02.009
  32. Vasuki, Y., E. J. Holden, P. Kovesi and S. Micklethwaite(2014) Semi-automatic mapping of geological structures using UAV-based photogrammetric data: An imageanalysis approach. Computers & Geosciences 69: 22-32. https://doi.org/10.1016/j.cageo.2014.04.012
  33. Whiting, J., L. Larson and G. Green(2012) Monitoring visitation in Georgia state parks using the system for observing play and recreation in communities(SOPARC). Journal of Park and Recreation Administration 30: 21-37.
  34. Whyte, W. H.(1980) The Social Life of Small Urban Spaces. New York: Project for Public Spaces Inc.
  35. Yang, S-Y and S-Y Yoo(2016) Behavior patterns in an urban linear park, reusing the abandoned railroad: Focused on Gyeongui-line forest park in Seoul. Journal of Urban Design Institute of Korea 17(1): 101-115.(양승열, 유석연(2016) 철도 부지를 활용한 경의선숲길공원 이용행태 연구. 한국도시설계학회지 17(1): 101-115.)
  36. Yun, H. J., H. J. Kim and S. H. Shin(2015) Use behaviour and personal distance of the bench users in urban parks: Focused on Yeouido Park. Journal of the Korean Institute of Landscape Architecture 43(6): 52-61.(윤희정, 김현주, 신상현(2015) 도시공원 벤치 이용자들의 이용행태 및 개인적 거리: 여의도 공원을 대상으로. 한국조경학회지 43(6): 52-61.) https://doi.org/10.9715/KILA.2015.43.6.052