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JGST 2023, 12(2): 78-97 Back to browse issues page
Landscape assessment of high-rise buildings: A method based on 3DGIS, BIM and AHP
Seyed Fazel Shahcheragh, Jamshid Maleki *, Saeed Nadi
Abstract:   (732 Views)
In this paper, we propose a quantitative indicator for measuring and ranking real estate from the perspective of the surrounding landscape by integrating the building information model (BIM) and the three-dimensional geospatial information system (3DGIS) based on the AHP method. The landscape is one of the qualitative variables which it's measuring and quantifying is a complex task. In previous studies, mainly, the Hedonic method and 3DGIS-based methods have been used to measure and evaluate the property landscape. The 3DGIS-based methods failed in describing building texture information and the exact position of the observer. Also, modeling and calculating important variables, such as the opinion of local experts, visible surface, vertical and horizontal field of view angles that significantly affect the validity of assessment results is a complex procedure and needs an effective method. For this reason, presenting a new method for scientifically measuring the value of a building's landscape is an attractive research issue. This paper presents a method that combines BIM, 3DGIS and AHP to model, measure and rank real estate with respect to landscape. In the proposed method, the position of the observer, the experts' opinion, the size and position of the windows of the building, field of view angles, diversity, quality and level of landscape are considered. In order to realistically estimate the landscape score, an ordered weighted average (OWA) operator is designed to provide the ability to estimate the landscape score in three modes: optimistic, normal and pessimistic. The performance of the proposed method is evaluated on two apartment units located in two buildings in the area of ​​Chitgar Lake in Tehran. The results of the evaluations indicate the well performance of the proposed formulation.
Article number: 6
Keywords: 3DGIS, BIM, AHP, building landscape
Full-Text [PDF 1248 kb]   (306 Downloads)    
Type of Study: Research | Subject: GIS
References
1. T. Hartig and G. W. Evans, "Psychological foundations of nature experience," in Advances in psychology, vol. 96: Elsevier, 1993, pp. 427-457. [DOI:10.1016/S0166-4115(08)60053-9]
2. R. Kaplan and S. Kaplan, The experience of nature: A psychological perspective. Cambridge university press, 1989.
3. C. Y. Jim and W. Y. Chen, "Value of scenic views: Hedonic assessment of private housing in Hong Kong," Landscape and urban planning, vol. 91, no. 4, pp. 226-234, 2009. [DOI:10.1016/j.landurbplan.2009.01.009]
4. Q. Gillard, "THE EFFECT OF ENVIRONMENTAL AMENITIES ON HOUSE VALUES: THE EXAMPLE OF A VIEW LOT," The Professional Geographer, vol. 33, no. 2, pp. 216-220, 1981/05/01 1981, doi: 10.1111/j.0033-0124.1981.00216.x. [DOI:10.1111/j.0033-0124.1981.00216.x]
5. M. Rodriguez and C. Sirmans, "Quantifying the value of a view in single-family housing markets," Appraisal Journal, vol. 62, pp. 600-600, 1994.
6. J. Huang, "A 3D GIS-based valuation system for assessing the scenic view in residential property valuations," 2019.
7. D. Damigos and F. Anyfantis, "The value of view through the eyes of real estate experts: A Fuzzy Delphi Approach," Landscape and Urban Planning, vol. 101, no. 2, pp. 171-178, 2011. [DOI:10.1016/j.landurbplan.2011.02.009]
8. S.-M. Yu, S.-S. Han, and C.-H. Chai, "Modeling the value of view in high-rise apartments: a 3D GIS approach," Environment and Planning B: Planning and Design, vol. 34, no. 1, pp. 139-153, 2007. [DOI:10.1068/b32116]
9. D. Kaimaris, A. Xifilidou, and N. Karanikolas, "Visibility and Real Estate Values. A Room with View is a Room with Value?," Journal of Engineering and Architecture, vol. 5, no. 1, pp. 38-46, 2017. [DOI:10.15640/jea.v5n1a4]
10. A. Baranzini and C. Schaerer, "A sight for sore eyes: Assessing the value of view and land use in the housing market," Journal of Housing Economics, vol. 20, no. 3, pp. 191-199, 2011. [DOI:10.1016/j.jhe.2011.06.001]
11. I. D. Bishop, E. Lange, and A. M. Mahbubul, "Estimation of the influence of view components on high-rise apartment pricing using a public survey and GIS modeling," Environment and Planning B: Planning and Design, vol. 31, no. 3, pp. 439-452, 2004. [DOI:10.1068/b3042]
12. I. R. Lake, A. A. Lovett, I. J. Bateman, and I. H. Langford, "Modelling environmental influences on property prices in an urban environment," Computers, Environment and Urban Systems, vol. 22, no. 2, pp. 121-136, 1998. [DOI:10.1016/S0198-9715(98)00012-X]
13. N. C. Poudyal, D. G. Hodges, J. Fenderson, and W. Tarkington, "Realizing the economic value of a forested landscape in a viewshed," Southern Journal of Applied Forestry, vol. 34, no. 2, pp. 72-78, 2010. [DOI:10.1093/sjaf/34.2.72]
14. S. Azhar, "Building information modeling (BIM): Trends, benefits, risks, and challenges for the AEC industry," Leadership and management in engineering, vol. 11, no. 3, pp. 241-252, 2011. [DOI:10.1061/(ASCE)LM.1943-5630.0000127]
15. B. Atazadeh, M. Kalantari, A. Rajabifard, S. Ho, and T. Champion, "Extending a BIM-based data model to support 3D digital management of complex ownership spaces," International Journal of Geographical Information Science, vol. 31, no. 3, pp. 499-522, 2017/03/04 2017, doi: 10.1080/13658816.2016.1207775. [DOI:10.1080/13658816.2016.1207775]
16. P. A. Burrough, R. McDonnell, R. A. McDonnell, and C. D. Lloyd, Principles of geographical information systems. Oxford university press, 2015.
17. P. A. Longley, M. F. Goodchild, D. J. Maguire, and D. W. Rhind, Geographic information systems and science. John Wiley & Sons, 2005.
18. E. Benson, J. Hansen, J. A. Schwartz, and G. Smersh, "Pricing Residential Amenities: The Value of a View," The Journal of Real Estate Finance and Economics, vol. 16, pp. 55-73, 02/01 1998, doi: 10.1023/A:1007785315925. [DOI:10.1023/A:1007785315925]
19. S. C. Bourassa, M. Hoesli, and J. Sun, "What's in a view?," Environment and Planning A, vol. 36, no. 8, pp. 1427-1450, 2004. [DOI:10.1068/a36103]
20. M. J. Seiler, M. T. Bond, and V. L. Seiler, "The impact of world class great lakes water views on residential property values," The Appraisal Journal, vol. 69, no. 3, p. 287, 2001.
21. S. Sirmans, D. Macpherson, and E. Zietz, "The composition of hedonic pricing models," Journal of real estate literature, vol. 13, no. 1, pp. 1-44, 2005. [DOI:10.1080/10835547.2005.12090154]
22. A. Q. Do and C. Sirmans, "Residential property tax capitalization: discount rate evidence from California," National Tax Journal, pp. 341-348, 1994. [DOI:10.1086/NTJ41789071]
23. J. L. Crompton, "The impact of parks on property values: A review of the empirical evidence," Journal of leisure research, vol. 33, no. 1, pp. 1-31, 2001. [DOI:10.1080/00222216.2001.11949928]
24. E. C. M. Hui, J. W. Zhong, and K. H. Yu, "The impact of landscape views and storey levels on property prices," Landscape and Urban Planning, vol. 105, no. 1, pp. 86-93, 2012/03/30/ 2012, doi: https://doi.org/10.1016/j.landurbplan.2011.12.002 [DOI:10.1016/j.landurbplan.2011.12.002.]
25. J. Luttik, "The value of trees, water and open space as reflected by house prices in the Netherlands," Landscape and urban planning, vol. 48, no. 3-4, pp. 161-167, 2000. [DOI:10.1016/S0169-2046(00)00039-6]
26. G. M. Brown and H. O. Pollakowski, "Economic valuation of shoreline," The review of Economics and Statistics, pp. 272-278, 1977. [DOI:10.2307/1925045]
27. L. Tyrväinen and A. Miettinen, "Property Prices and Urban Forest Amenities," Journal of Environmental Economics and Management, vol. 39, no. 2, pp. 205-223, 2000/03/01/ 2000, doi: https://doi.org/10.1006/jeem.1999.1097 [DOI:10.1006/jeem.1999.1097.]
28. H. Sander, S. Polasky, and R. G. Haight, "The value of urban tree cover: A hedonic property price model in Ramsey and Dakota Counties, Minnesota, USA," Ecological Economics, vol. 69, no. 8, pp. 1646-1656, 2010/06/15/ 2010, doi: https://doi.org/10.1016/j.ecolecon.2010.03.011 [DOI:10.1016/j.ecolecon.2010.03.011.]
29. D. Fleming, A. Grimes, L. Lebreton, D. Maré, and P. Nunns, "Valuing sunshine," Regional Science and Urban Economics, vol. 68, pp. 268-276, 2018. [DOI:10.1016/j.regsciurbeco.2017.11.008]
30. I. C. Kaymaz, "Landscape perception," Landscape planning, pp. 251-276, 2012.
31. L. M. Anderson and H. K. Cordell, "Influence of trees on residential property values in Athens, Georgia (USA): A survey based on actual sales prices," Landscape and urban planning, vol. 15, no. 1-2, pp. 153-164, 1988. [DOI:10.1016/0169-2046(88)90023-0]
32. R. W. Paterson and K. J. Boyle, "Out of sight, out of mind? Using GIS to incorporate visibility in hedonic property value models," Land economics, vol. 78, no. 3, pp. 417-425, 2002. [DOI:10.2307/3146899]
33. S. Yasumoto, A. P. Jones, T. Nakaya, and K. Yano, "The use of a virtual city model for assessing equity in access to views," Computers, Environment and Urban Systems, vol. 35, no. 6, pp. 464-473, 2011. [DOI:10.1016/j.compenvurbsys.2011.07.002]
34. Y. Yamagata, D. Murakami, T. Yoshida, H. Seya, and S. Kuroda, "Value of urban views in a bay city: Hedonic analysis with the spatial multilevel additive regression (SMAR) model," Landscape and Urban Planning, vol. 151, pp. 89-102, 2016. [DOI:10.1016/j.landurbplan.2016.02.008]
35. J. Zhu, G. Wright, J. Wang, and X. Wang, "A critical review of the integration of geographic information system and building information modelling at the data level," ISPRS International Journal of Geo-Information, vol. 7, no. 2, p. 66, 2018. [DOI:10.3390/ijgi7020066]
36. J. Zhu, X. Wang, M. Chen, P. Wu, and M. J. Kim, "Integration of BIM and GIS: IFC geometry transformation to shapefile using enhanced open-source approach," Automation in Construction, vol. 106, p. 102859, 2019. [DOI:10.1016/j.autcon.2019.102859]
37. M. Wang, Y. Deng, J. Won, and J. C. P. Cheng, "An integrated underground utility management and decision support based on BIM and GIS," Automation in Construction, vol. 107, p. 102931, 2019/11/01/ 2019, doi: https://doi.org/10.1016/j.autcon.2019.102931 [DOI:10.1016/j.autcon.2019.102931.]
38. S. Yamamura, L. Fan, and Y. Suzuki, "Assessment of Urban Energy Performance through Integration of BIM and GIS for Smart City Planning," Procedia Engineering, vol. 180, pp. 1462-1472, 2017/01/01/ 2017, doi: https://doi.org/10.1016/j.proeng.2017.04.309 [DOI:10.1016/j.proeng.2017.04.309.]
39. J. Irizarry, E. P. Karan, and F. Jalaei, "Integrating BIM and GIS to improve the visual monitoring of construction supply chain management," Automation in Construction, vol. 31, pp. 241-254, 2013/05/01/ 2013, doi: https://doi.org/10.1016/j.autcon.2012.12.005 [DOI:10.1016/j.autcon.2012.12.005.]
40. H. Wang, Y. Pan, and X. Luo, "Integration of BIM and GIS in sustainable built environment: A review and bibliometric analysis," Automation in Construction, vol. 103, pp. 41-52, 2019/07/01/ 2019, doi: https://doi.org/10.1016/j.autcon.2019.03.005 [DOI:10.1016/j.autcon.2019.03.005.]
41. Z. Ma and Y. Ren, "Integrated application of BIM and GIS: an overview," Procedia Engineering, vol. 196, pp. 1072-1079, 2017. [DOI:10.1016/j.proeng.2017.08.064]
42. H. Zhang, Y. Li, B. Liu, and C. Liu, "The Application of GIS 3D Modeling and Analysis Technology in Real Estate Mass Appraisal-Taking landscape and sunlight factors as the example," The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. 40, no. 4, p. 363, 2014. [DOI:10.5194/isprsarchives-XL-4-363-2014]
43. H. Yu and Y. Liu, "Integrating Geographic Information System and Building Information Model for Real Estate Valuation," in Proceedings of the FIG Working Week, 2016.
44. N. Arcuri, M. De Ruggiero, F. Salvo, and R. Zinno, "Automated valuation methods through the cost approach in a BIM and GIS integration framework for smart city appraisals," Sustainability, vol. 12, no. 18, p. 7546, 2020. [DOI:10.3390/su12187546]
45. S. El Yamani, R. Hajji, G.-A. Nys, M. Ettarid, and R. Billen, "3D Variables Requirements for Property Valuation Modeling Based on the Integration of BIM and CIM," Sustainability, vol. 13, no. 5, p. 2814, 2021. [DOI:10.3390/su13052814]
46. S. El Yamani, R. Hajji, and M. Ettarid, "Building Information Modeling Potential for an enhanced real estate valuation approach based on the hedonic method," WIT: Transactions on the Built Environment, vol. 192, p. 12, 2019. [DOI:10.2495/BIM190261]
47. A. Kara, P. Van Oosterom, V. Çağdaş, Ü. Işıkdağ, and C. Lemmen, "3 Dimensional data research for property valuation in the context of the LADM Valuation Information Model," Land use policy, vol. 98, p. 104179, 2020. [DOI:10.1016/j.landusepol.2019.104179]
48. A. Kara, P. J. van Oosterom, V. Çağdaş, Ü. Işıkdağ, and C. Lemmen, "3D Data for Better Property Value Estimation in the context of LADM Valuation Information Model," in 6th International FIG Workshop on 3D Cadastres 2018, 2018.
49. Y. Ying, M. Koeva, M. Kuffer, K. O. Asiama, X. Li, and J. Zevenbergen, "Making the Third Dimension (3D) Explicit in Hedonic Price Modelling: A Case Study of Xi'an, China," Land, vol. 10, no. 1, p. 24, 2021. [DOI:10.3390/land10010024]
50. K. Afsari, C. M. Eastman, and D. Castro-Lacouture, "JavaScript Object Notation (JSON) data serialization for IFC schema in web-based BIM data exchange," Automation in Construction, vol. 77, pp. 24-51, 2017/05/01/ 2017, doi: https://doi.org/10.1016/j.autcon.2017.01.011 [DOI:10.1016/j.autcon.2017.01.011.]
51. Wikipedia, "Landscape https://en.wikipedia.org/wiki/Landscape#cite_note-9
52. " Wikipedia. [Online]. Available: https://en.wikipedia.org/wiki/Landscape#cite_note-9.
53. E. J. Gustafson, "Quantifying landscape spatial pattern: what is the state of the art?," Ecosystems, vol. 1, no. 2, pp. 143-156, 1998. [DOI:10.1007/s100219900011]
54. R. O'neill et al., "Indices of landscape pattern," Landscape ecology, vol. 1, no. 3, pp. 153-162, 1988. [DOI:10.1007/BF00162741]
55. A. Khaira and R. Dwivedi, "A state of the art review of analytical hierarchy process," Materials Today: Proceedings, vol. 5, no. 2, pp. 4029-4035, 2018. [DOI:10.1016/j.matpr.2017.11.663]
56. O. S. Vaidya and S. Kumar, "Analytic hierarchy process: An overview of applications," European Journal of Operational Research, vol. 169, no. 1, pp. 1-29, 2006/02/16/ 2006, doi: https://doi.org/10.1016/j.ejor.2004.04.028 [DOI:10.1016/j.ejor.2004.04.028.]
57. T. L. Saaty, "Decision making with the analytic hierarchy process," International journal of services sciences, vol. 1, no. 1, pp. 83-98, 2008. [DOI:10.1504/IJSSCI.2008.017590]
58. J. E. Leal, "AHP-express: A simplified version of the analytical hierarchy process method," MethodsX, vol. 7, p. 100748, 2020. [DOI:10.1016/j.mex.2019.11.021]
59. S. Klutho, "Mathematical decision making: an overview of the analytic hierarchy process," Washington: Whitman College, 2013.
60. R. R. Yager, "Families of OWA operators," Fuzzy sets and systems, vol. 59, no. 2, pp. 125-148, 1993. [DOI:10.1016/0165-0114(93)90194-M]
61. Municipality_of_Tehran. "About Tehran." https://www.tehran.ir.
62. Municipality_of_Tehran. "Introduction to the Municipality of District 22 of Tehran." https://www.tehran.ir.
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Shahcheragh S F, Maleki J, Nadi S. Landscape assessment of high-rise buildings: A method based on 3DGIS, BIM and AHP. JGST 2023; 12 (2) :78-97
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نشریه علمی علوم و فنون نقشه برداری Journal of Geomatics Science and Technology