Evaluation On Different UAV’s Georeferencing Points to Generate Accurate Orthophoto and Digital Terrain Model

Authors

  • Muhammad Hafiz Aizuddin Mohd Zaidi Dewan Bandaraya Kuala Lumpur (DBKL), Department of Infrastructure Planning, Level 10 North, Menara DBKL 2, Jalan Raja Laut, 50350 Kuala Lumpur, Malaysia
  • Khairul Nizam Tahar Centre of Studies for Surveying Science and Geomatics, Faculty of Architecture, Planning and Surveying, Universiti Teknologi MARA, 40450 Shah Alam, Selangor, Malaysia.

Keywords:

Aerial photogrammetry, Flight Parameter, UAV apps, DTM, Orthophotos, GCPs

Abstract

UAV or drone application of autonomy ranging can be divided into several levels, from basic hovering and position over trajectory tracking and waypoint navigation to fully autonomous navigation. This study used the DroneDeploy application for an autonomous flight mission. It is the process of taking photographs from an aircraft or other flying objects with a camera mounted on them to produce a three-dimensional (3D) map from the images captured, including a digital terrain model (DTM) and orthophotos. As for this study, the same output will be generated, but different flight parameter applications were used. Therefore, the study determined the optimum number of ground control points (GCPs) and evaluated the accuracy of the final results for each flight design. Acquired data were processed using the Pix4D modeller software due to the user-friendly factor and faster processing rate offered by the software. The results were analysed, and recommendations were made for future study improvement and to avoid similar problems. This study is useful for the mapping industry to achieve high accuracy results.

References

Ajayi, S. O., Oyedele, L. O., Akinade, O. O., Bilal, M., Alaka, H. A., & Owolabi, H. A. (2017). Optimizing material procurement for construction waste minimization: An exploration of success factors. Sustainable Materials and Technologies, 11, 38-46. doi: 10.1016/j.susmat.2017.01.001

Alhawari, O., Awan, U., Bhutta, M. K. S., & Ülkü, M. A. (2021). Insights from Circular Economy Literature: A Review of Extant Definitions and Unravelling Paths to Future Research. Sustainability, 13(2), 859.

Allwood, J. M. (2014). Squaring the circular economy: the role of recycling within a hierarchy of material management strategies Handbook of recycling (pp. 445-477): Elsevier.

Bai, C., Sarkis, J., Yin, F., & Dou, Y. (2020). Sustainable supply chain flexibility and its relationship to circular economy-target performance. International Journal of Production Research, 58(19), 5893-5910.

Bakshan, A., Srour, I., Chehab, G., & El-Fadel, M. (2015). A field based methodology for estimating waste generation rates at various stages of construction projects. Resources, Conservation and Recycling, 100(0), 70-80. doi: http://dx.doi.org/10.1016/j.resconrec.2015.04.002

Benachio, G. L. F., Freitas, M. d. C. D., & Tavares, S. F. (2020). Circular economy in the construction industry: A systematic literature review. Journal of Cleaner Production, 260, 121046.

Berg, A., Antikainen, R., Hartikainen, E., Kauppi, S., Kautto, P., Lazarevic, D., . . . Saikku, L. (2018).

Circular economy for sustainable development.

Bernard, H. R., & Bernard, H. R. (2013). Social research methods: Qualitative and quantitative approaches: Sage.

Bertino, G., Kisser, J., Zeilinger, J., Langergraber, G., Fischer, T., & Österreicher, D. (2021). Fundamentals of Building Deconstruction as a Circular Economy Strategy for the Reuse of Construction Materials. Applied Sciences, 11(3), 939.

Bilitewski, B. (2012). The circular economy and its risks. Waste Manag, 32(1), 1-2. doi: 10.1016/j.wasman.2011.10.004

Brannen, J. (2017). Mixing methods: Qualitative and quantitative research: Routledge. Chua, Y. P. (2012). Mastering research methods: McGraw-Hill Education.

CIDB. (2020). Construction 4.0 Strategic Plan (2021-2025): Next Revolution of the Malaysian Construction Industry (pp. 96).

Crawford, R. (2011). Life cycle assessment in the built environment: Taylor & Francis.

Department of Statistics. (2021). Quarterly Construction Statistics, First Quarter 2021. Malaysia: Retrieved from

https://www.dosm.gov.my/v1/index.php?r=column/cthemeByCat&cat=77&bul_id=dXlmU1ozUE cwMHVRYTNKV1pQZStYQT09&menu_id=OEY5SWtFSVVFVUpmUXEyaHppMVhEdz09.

Ellen MacArthur Foundation. (2017). Cities in the Circular Economy: An Initial Exploration.

Retrieved 26 May 2021, 2021, from https://www.ellenmacarthurfoundation.org/publications

Esa, M. R., Halog, A., & Rigamonti, L. (2016). Developing strategies for managing construction and demolition wastes in Malaysia based on the concept of circular economy. Journal of Material Cycles and Waste Management, 19(3), 1144-1154. doi: 10.1007/s10163-016-0516-x

Esa, M. R., Halog, A., & Rigamonti, L. (2017). Strategies for minimizing construction and demolition wastes in Malaysia. Resources, Conservation and Recycling, 120. doi: http://dx.doi.org/10.1016/j.resconrec.2016.12.014

Esty, D. C., & Winston, A. S. (2006). Green to gold: How smart companies use environmental strategy to innovate, create value, and build competitive advantage: Yale University Press, New Haven and London.

Field, A. (2013). Discovering statistics using IBM SPSS statistics: Sage.

Foster, G. (2020). Circular economy strategies for adaptive reuse of cultural heritage buildings to reduce environmental impacts. Resources, Conservation and Recycling, 152, 104507.

Geng, D., & Song, X. (2014). The evaluation of circular economy development for coal resources city based on material flow analysis. Paper presented at the 7th International Conference on Management Science and Engineering Management, ICMSEM 2013, Philadelphia, PA.

Ghisellini, P., Ripa, M., & Ulgiati, S. (2018). Exploring environmental and economic costs and benefits of a circular economy approach to the construction and demolition sector. A literature review. Journal of Cleaner Production, 178, 618-643.

Ginga, C. P., Ongpeng, J. M. C., Daly, M., & Klarissa, M. (2020). Circular economy on construction and demolition waste: A literature review on material recovery and production. Materials, 13(13), 2970.

Hartley, K., van Santen, R., & Kirchherr, J. (2020). Policies for transitioning towards a circular economy: Expectations from the European Union (EU). Resources, Conservation and Recycling, 155, 104634.

IMSA. (2013). Unleashing the Power of the Circular Economy. In I. A. f. C. Economy (Ed.): IMSA Amsterdam for Circle Economy.

Iuga, A. N. (2016). Waste Management in the Circular Economy. The Case of Romania. Paper presented at the IOP Conference Series: Materials Science and Engineering.

Krejcie, R. V., & Morgan, D. W. (1970). Determining sample size for research activities. Educational and psychological measurement, 30(3), 607-610.

Lederer, J., Gassner, A., Kleemann, F., & Fellner, J. (2020). Potentials for a circular economy of mineral construction materials and demolition waste in urban areas: a case study from Vienna. Resources, Conservation and Recycling, 161, 104942.

Liakos, N., Kumar, V., Pongsakornrungsilp, S., Garza-Reyes, J. A., Gupta, B., & Pongsakornrungsilp,

P. (2019). Understanding circular economy awareness and practices in manufacturing firms. Journal of Enterprise Information Management.

Lu, W., Yuan, H., Li, J., Hao, J. J., Mi, X., & Ding, Z. (2011). An empirical investigation of construction and demolition waste generation rates in Shenzhen city, South China. Waste Manag, 31(4), 680- 687. doi: 10.1016/j.wasman.2010.12.004

Mendoza, J. M. F., Sharmina, M., Gallego‐ Schmid, A., Heyes, G., & Azapagic, A. (2017). Integrating backcasting and eco‐ design for the circular economy: The BECE framework. Journal of Industrial Ecology, 21(3), 526-544.

Mhatre, P., Panchal, R., Singh, A., & Bibyan, S. (2020). A systematic literature review on the circular economy initiatives in the European Union. Sustainable Production and Consumption, e00384.

Minunno, R., O’Grady, T., Morrison, G. M., Gruner, R. L., & Colling, M. (2018). Strategies for applying the circular economy to prefabricated buildings. Buildings, 8(9), 125.

Morseletto, P. (2020). Targets for a circular economy. Resources, Conservation and Recycling, 153, 104553.

Pallant, J. (2020). SPSS survival manual: A step by step guide to data analysis using IBM SPSS: Routledge.

Patwa, N., Sivarajah, U., Seetharaman, A., Sarkar, S., Maiti, K., & Hingorani, K. (2021). Towards a circular economy: An emerging economies context. Journal of Business Research, 122, 725-735.

Peng, C. L., Scorpio, D. E., & Kitbert, C. J. (1997). Strategies for Successful Construction and Demolition Waste Recycling Operations. Construction Management and Economics, 15(1), 49-58. Rahla, K. M., Mateus, R., & Bragança, L. (2021). Selection criteria for building materials and components in line with the circular economy principles in the built environment—A review of

current trends. Infrastructures, 6(4), 49.

Rizos, V., Tuokko, K., & Behrens, A. (2017). The Circular Economy: A review of definitions, processes and impacts. CEPS Papers(12440).

Rodriguez-Anton, J., Rubio-Andrada, L., Celemín-Pedroche, M., & Alonso-Almeida, M. (2019). Analysis of the relations between circular economy and sustainable development goals. International Journal of Sustainable Development & World Ecology, 26(8), 708-720.

Romero‐ Hernández, O., & Romero, S. (2018). Maximizing the value of waste: From waste management to the circular economy. Thunderbird International Business Review, 60(5), 757-764. Ruiz, L. A. L., Ramón, X. R., & Domingo, S. G. (2020). The circular economy in the construction and demolition waste sector–A review and an integrative model approach. Journal of Cleaner

Production, 248, 119238.

Salmenperä, H., Pitkänen, K., Kautto, P., & Saikku, L. (2021). Critical factors for enhancing the circular economy in waste management. Journal of Cleaner Production, 280, 124339.

Schroeder, P., Anggraeni, K., & Weber, U. (2019). The relevance of circular economy practices to the sustainable development goals. Journal of Industrial Ecology, 23(1), 77-95.

Sekaran, U., & Bougie, R. (2016). Research methods for business: A skill building approach: John Wiley & Sons.

Suárez-Eiroa, B., Fernández, E., Méndez-Martínez, G., & Soto-Oñate, D. (2019). Operational principles of circular economy for sustainable development: Linking theory and practice. Journal of Cleaner Production, 214, 952-961.

Tomić, T., & Schneider, D. R. (2020). Circular economy in waste management–Socio-economic effect of changes in waste management system structure. Journal of Environmental Management, 267, 110564.

Udawatta, N., Zuo, J., Chiveralls, K., & Zillante, G. (2015). Improving waste management in construction projects: An Australian study. Resources, Conservation and Recycling, 101(0), 73-83. doi: http://dx.doi.org/10.1016/j.resconrec.2015.05.003

United Nations. (2020). Goal 12: Ensure sustainable consumption and production patterns. Retrieved

January 2021, 2021, from https://www.un.org/sustainabledevelopment/sustainable- consumption-production/

Vaverková, M. D., Adamcová, D., Winkler, J., Koda, E., Petrželová, L., & Maxianová, A. (2020). Alternative method of composting on a reclaimed municipal waste landfill in accordance with the circular economy: Benefits and risks. Science of the Total Environment, 723, 137971.

Velenturf, A. P., & Purnell, P. (2021). Principles for a sustainable circular economy. Sustainable Production and Consumption, 27, 1437-1457.

Winans, K., Kendall, A., & Deng, H. (2017). The history and current applications of the circular economy concept. Renewable and Sustainable Energy Reviews, 68, 825-833.

Wolsink, M. (2010). Contested environmental policy infrastructure: Socio-political acceptance of renewable energy, water, and waste facilities. Environmental Impact Assessment Review, 30(5), 302-311. doi: http://dx.doi.org/10.1016/j.eiar.2010.01.001

WRAP. (2021). WRAP and the Circular Economy. Retrieved 8 May 2021, 2021, from https://wrap.org.uk/about-us/our-vision/wrap-and-circular-economy

Wu, Z., Ann, T., & Shen, L. (2017). Investigating the determinants of contractor’s construction and demolition waste management behavior in Mainland China. Waste Manag, 60, 290-300.

Zanni, S., Simion, I. M., Gavrilescu, M., & Bonoli, A. (2018). Life cycle assessment applied to circular designed construction materials. Procedia CIRP, 69, 154-159.

Zhu, D. (2014). China’s policies and instruments for developing the circular economy. Retrieved 30 December, 2014, from http://europesworld.org/2014/06/15/chinas-policies-and-instruments-for- developing-the-circular-economy/#.VK4-fCuUdX8

Downloads

Published

01-07-2021

How to Cite

Mohd Zaidi, M. H. A. ., & Tahar, K. N. . (2021). Evaluation On Different UAV’s Georeferencing Points to Generate Accurate Orthophoto and Digital Terrain Model. Built Environment Journal, 18(2). Retrieved from https://journal.uitm.edu.my/ojs/index.php/BEJ/article/view/8530