A scoping review of green Internet of Things in construction and smart cities: current applications, adoption strategies and future directions

Article

Ullah, Fahim, Olatunji, Oluwole and Qayyum, Siddra. 2024. "A scoping review of green Internet of Things in construction and smart cities: current applications, adoption strategies and future directions." Smart and Sustainable Built Environment. https://doi.org/10.1108/SASBE-11-2023-0349
Article Title

A scoping review of green Internet of Things in construction and smart cities: current applications, adoption strategies and future directions

ERA Journal ID201499
Article CategoryArticle
AuthorsUllah, Fahim, Olatunji, Oluwole and Qayyum, Siddra
Journal TitleSmart and Sustainable Built Environment
Number of Pages25
Year2024
PublisherEmerald
Place of PublicationUnited Kingdom
ISSN2046-6099
2046-6102
Digital Object Identifier (DOI)https://doi.org/10.1108/SASBE-11-2023-0349
Web Address (URL)https://www.emerald.com/insight/content/doi/10.1108/SASBE-11-2023-0349/full/html
Abstract

Purpose
Contemporary technological disruptions are espoused as though they stimulate sustainable growth in the built environment through the Green Internet of Things (G-IoT). Learning from discipline-specific experiences, this paper articulates recent advancements in the knowledge and concepts of G-IoT in relation to the construction and smart city sectors. It provides a scoping review for G-IoT as an overlooked dimension. Attention was paid to modern circularity, cleaner production and sustainability as key benefits of G-IoT adoption in line with the United Nations’ Sustainable Development Goals (UN-SDGs). In addition, this study also investigates the current application and adoption strategies of G-IoT.

Design/methodology/approach
This study uses the Preferred Reporting Items for Systematic and Meta-Analyses (PRISMA) review approach. Resources are drawn from Scopus and Web of Science repositories using apt search strings that reflect applications of G-IoT in the built environment in relation to construction management, urban planning, societies and infrastructure. Thematic analysis was used to analyze pertinent themes in the retrieved articles.

Findings
G-IoT is an overlooked dimension in construction and smart cities so far. Thirty-three scholarly articles were reviewed from a total of 82 articles retrieved, from which five themes were identified: G-IoT in buildings, computing, sustainability, waste management and tracking and monitoring. Among other applications, findings show that G-IoT is prominent in smart urban services, healthcare, traffic management, green computing, environmental protection, site safety and waste management. Applicable strategies to hasten adoption include raising awareness, financial incentives, dedicated work approaches, G-IoT technologies and purposeful capacity building among stakeholders. The future of G-IoT in construction and smart city research is in smart drones, building information modeling, digital twins, 3D printing, green computing, robotics and policies that incentivize adoption.

Originality/value
This study adds to the normative literature on envisioning potential strategies for adoption and the future of G-IoT in construction and smart cities as an overlooked dimension. No previous study to date has reviewed pertinent literature in this area, intending to investigate the current applications, adoption strategies and future direction of G-IoT in construction and smart cities. Researchers can expand on the current study by exploring the identified G-IoT applications and adoption strategies in detail, and practitioners can develop implementation policies, regulations and guidelines for holistic G-IoT adoption.

Keywordsconstruction; green internet of things; smart cities; sustainability; waste management
Contains Sensitive ContentDoes not contain sensitive content
ANZSRC Field of Research 2020330201. Automation and technology in building and construction
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Byline AffiliationsSchool of Surveying and Built Environment
Bond University
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Olatunji, Oluwole Alfred. 2018. "Editorial." Proceedings of the institution of Civil Engineers: Management, Procurement and Law. 171 (6), pp. 235-237. https://doi.org/10.1680/jmapl.2018.171.6.235
Managing Reality (third edition) by B. Mitchell and B. Trebes
Olatunji, Oluwole Alfred, Hammad, Ahmed, Rafel, Jeff and Martin, Monica. 2018. "Managing Reality (third edition) by B. Mitchell and B. Trebes." Proceedings of the institution of Civil Engineers: Management, Procurement and Law. 172 (1), pp. 40-41. https://doi.org/10.1680/jmapl.18.00017
Scholarship of BIM and construction law: myths, realities and future directions
Olatunji, Oluwole Alfred and Akanmu, Abiola. 2021. "Scholarship of BIM and construction law: myths, realities and future directions." Hosseini, M. Reza, Khosrowshahi, Farzad, Aibinu, Ajibade A. and Abrishami, Sepehr (ed.) BIM Teaching and Learning Handbook: Implementation for Students and Educators. United Kingdom. Taylor & Francis.
Integrating health and safety into labour-only procurement system: Opportunities, barriers and strategies
Umeokafor, Nnedinma, Windapo, Abimbola and Olatunji, Oluwole. 2020. "Integrating health and safety into labour-only procurement system: Opportunities, barriers and strategies." Manu, Patrick, Emuze, Fidelis, Saurin, Tarcisio Abreu and Hadikusumo, Bonaventura H. W. (ed.) Construction Health and Safety in Developing Countries. London, United Kingdom. Routledge. pp. 140-151
Ad hoc and post hoc analysis of contractors’ safety risks during procurement in Nigeria
Olatunji, Oluwole, Windapo, Abimbola and Umeokafor, Nnedinma. 2019. "Ad hoc and post hoc analysis of contractors’ safety risks during procurement in Nigeria." Manu, Patrick, Emuze, Fidelis, Saurin, Tarcisio Abreu and Hadikusumo, Bonaventura H. W. (ed.) Construction Health and Safety in Developing Countries. London, United Kingdom. Routledge. pp. 128-139
Innovation in the globalised world: educating future building professionals
Cooper-Cooke, Barry, Sutrisna, Monty and Olatunji, Oluwole. 2020. "Innovation in the globalised world: educating future building professionals." Construction Economics and Building. 20 (3), pp. 56-61. https://doi.org/10.5130/AJCEB.v20i3.7410
Due process and contractor selection for public works in Nigeria
Olatunji, Oluwole. 2008. "Due process and contractor selection for public works in Nigeria." Lizarralde, Gonzalo, Davidson, Colin, Pukteris, Andrea and de Blois, Michel (ed.) CIB W92, CIB TG63 and CIB W107 World congress on Building Abroad: Procurement of Construction and Reconstruction Projects in the International Context (2008). Montreal, Canada 23 - 25 Oct 2008 Montreal.
Modelling Outcomes of Collaboration in Building Information Modelling Through Gaming Theory Lenses
Olatunji, Oluwole A., Sher, Willy D. and Gu, Ning. 2010. "Modelling Outcomes of Collaboration in Building Information Modelling Through Gaming Theory Lenses." Wallis, Ian, Bilan, Lesya, Smith, Mike and Kazi, Abdul Samad (ed.) Industrialised, Integrated, Intelligent sustainable Construction: I3CON Handbook 2. Great Britain. I3CON & BSRIA. pp. 91-108
Collaboration in building information modelling: an application of gaming theory
Olatunji, Oluwole Alfred, Sher, Willy David and Gu, Ning. 2010. "Collaboration in building information modelling: an application of gaming theory." 6th International Conference on Innovation in Architecture, Engineering and Construction (AEC 2010). Pennsylvania, United States 09 - 11 Jun 2010 United kingdom.
Exploring the Performance of Australian Construction Industry in a Recent Global Recession
Olatunji, Oluwole Alfred. 2011. "Exploring the Performance of Australian Construction Industry in a Recent Global Recession." Journal of Construction Engineering and Project Management. 1 (3), pp. 1-8. https://doi.org/10.6106/JCEPM.2011.1.3.001
Building Information Modelling and Intellectual Propertization: A Revolutionary Nirvana or a Disillusionment?
Olatunji, Oluwole. 2014. "Building Information Modelling and Intellectual Propertization: A Revolutionary Nirvana or a Disillusionment?" Construction Technology and the Law: The Proceedings of the Third Society of Construction Law of Australia Conference. Society of Construction Law. pp. 77-85
Building Cost Planning for the Design Team, 3rd ed.
Smith, Jim, Jaggar, David, Love, Peter and Olatunji, Oluwole. 2016. Building Cost Planning for the Design Team, 3rd ed. London, United Kingdom. Routledge.
A preliminary review on the legal implications of BIM and model ownership
Olatunji, Oluwole. 2011. "A preliminary review on the legal implications of BIM and model ownership." Journal of Information Technology in Construction. 16, pp. 687-696.
Understanding the landscape of overruns in transport infrastructure projects
Love, Peter E. D., Smith, Jim, Simpson, Ian, Regan, Michael and Olatunji, Oluwole. 2015. "Understanding the landscape of overruns in transport infrastructure projects." Environment and Planning B: Planning and Design. 42 (3), pp. 490-509. https://doi.org/10.1068/b130102p
BIM-FM and consequential loss: how consequential can design models be?
Olatunji, Oluwole Alfred and Akanmu, Abiola. 2015. "BIM-FM and consequential loss: how consequential can design models be?" Built Environment Project and Asset Management. 5 (3), pp. 304-317. https://doi.org/10.1108/BEPAM-03-2014-0021
Public-Private Partnership Initiative in Nigeria and Its Dispute Resolution Mechanism: An Appraisal
Adekilekun, M. T., Olatunji, O. A., Gan, C. C. and Akanbi, M. M.. 2013. "Public-Private Partnership Initiative in Nigeria and Its Dispute Resolution Mechanism: An Appraisal." Journal of Malaysian and Comparative Law. 40 (1), pp. 67-86.
A comparative analysis of tender sums and final costs of public construction and supply projects in Nigeria
Olatunji, Oluwole Alfred. 2008. "A comparative analysis of tender sums and final costs of public construction and supply projects in Nigeria." Journal of Financial Management of Property and Construction. 13 (1), pp. 60-79. https://doi.org/10.1108/13664380810882084
The impact of oil price regimes on construction cost in Nigeria
Olatunji, Oluwole Alfred. 2010. "The impact of oil price regimes on construction cost in Nigeria." Construction Management and Economics. 28 (7), pp. 747-759. https://doi.org/10.1080/01446191003725162
Building Information Modeling and Quantity Surveying Practice
Olatunji, O. A., Sher, W. and Gu, N.. 2010. "Building Information Modeling and Quantity Surveying Practice." Emirates Journal of Engineering Research. 15 (1), pp. 67-70.
Modelling the costs of corporate implementation of building information modelling
Olatunji, Oluwole Alfred. 2011. "Modelling the costs of corporate implementation of building information modelling." Journal of Financial Management of Property and Construction. 16 (3), pp. 211-231. https://doi.org/10.1108/13664381111179206
Modelling organizations' structural adjustment to BIM adoption: a pilot study on estimating organizations
Olatunji, Oluwole Alfred. 2011. "Modelling organizations' structural adjustment to BIM adoption: a pilot study on estimating organizations." Journal of Information Technology in Construction. 16, pp. 653-668.
Views on building information modelling, procurement and contract management
Olatunji, Oluwole Alfred. 2014. "Views on building information modelling, procurement and contract management." Proceedings of the institution of Civil Engineers: Management, Procurement and Law. 167 (3), pp. 117-126. https://doi.org/10.1680/mpal.13.00011
Perspectives on Modelling BIM-enabled Estimating Practices
Olatunji, Oluwole Alfred and Sher, Willy. 2014. "Perspectives on Modelling BIM-enabled Estimating Practices." Australasian Journal of Construction Economics and Building. 14 (4), pp. 32-53. https://doi.org/10.5130/ajceb.v14i4.4102
A benefits realization management building information modeling framework for asset owners
Love, Peter E. D., Matthews, Jane, Simpson, Ian, Hill, Andrew and Olatunji, Oluwole A.. 2014. "A benefits realization management building information modeling framework for asset owners." Automation in Construction. 37, pp. 1-10. https://doi.org/10.1016/j.autcon.2013.09.007
Real time progress management: Re-engineering processes for cloud-based BIM in construction
Matthews, Jane, Love, Peter E. D., Heinemann, Sam, Chandler, Robert, Rumsey, Chris and Olatunji, Oluwole. 2015. "Real time progress management: Re-engineering processes for cloud-based BIM in construction." Automation in Construction. 58, pp. 38-47. https://doi.org/10.1016/j.autcon.2015.07.004
Estimating in geometric 3D CAD
Olatunji, Oluwole Alfred and Sher, Willy. 2015. "Estimating in geometric 3D CAD." Journal of Financial Management of Property and Construction. 20 (1), pp. 24-49. https://doi.org/10.1108/JFMPC-07-2014-0011
BIM-Based Decision Support System for Material Selection Based on Supplier Rating
Akanmu, Abiola, Asfari, Bushra and Olatunji, Oluwole. 2015. "BIM-Based Decision Support System for Material Selection Based on Supplier Rating." Buildings. 5 (4), pp. 1321-1345. https://doi.org/10.3390/buildings5041321
Auto-generated site layout: an integrated approach to real-time sensing of temporary facilities in infrastructure projects
Akanmu, Abiola, Olatunji, Oluwole, Love, Peter E. D., Nguyen, Duy and Matthews, Jane. 2015. "Auto-generated site layout: an integrated approach to real-time sensing of temporary facilities in infrastructure projects." Structure and Infrastructure Engineering: maintenance, management, life-cycle design and performance. 12 (10), pp. 1243-1255. https://doi.org/10.1080/15732479.2015.1110601
Cost Overruns in Hydrocarbon Megaprojects: A Critical Review and Implications for Research
Olaniran, Olugbenga Jide, Love, Peter E. D, Edwards, David, Olatunji, Oluwole Alfred and Matthews, Jane. 2015. "Cost Overruns in Hydrocarbon Megaprojects: A Critical Review and Implications for Research." Project Management Journal. 46 (6), pp. 126-138. https://doi.org/10.1002/pmj.21556
Constructing Dispute Scenarios in Building Information Modeling
Olatunji, Oluwole Alfred. 2016. "Constructing Dispute Scenarios in Building Information Modeling." Journal of Legal Affairs and Dispute Resolution in Engineering and Construction. 8 (1), pp. 1-8.
Rurality, Nigeria's massification policy on access to basic education and turnover causations amongst teachers
Olatunji, Oluwole Alfred and Ajayi, Stephen Oluwatoyin. 2017. "Rurality, Nigeria's massification policy on access to basic education and turnover causations amongst teachers." Australian and International Journal of Rural Education. 26 (3), pp. 3-17.
Determining Overpricing in Brazilian Infrastructure Projects: A Forensic Approach
Signor, Regis, Love, Peter E. D. and Olatunji, Oluwole. 2016. "Determining Overpricing in Brazilian Infrastructure Projects: A Forensic Approach." Journal of Construction Engineering and Management. 142 (9), pp. 1-5. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001156
Blending ‘Fair Dinkum’ into Group Assessment of Construction Students
Olatunji, Oluwole Alfred. 2016. "Blending ‘Fair Dinkum’ into Group Assessment of Construction Students." International Journal of Construction Education and Research. 12 (4), pp. 270-284. https://doi.org/10.1080/15578771.2016.1200167
A probabilistic method for forensic cost estimating of infrastructure projects
Signor, Regis, Love, Peter E. D., Olatunji, Oluwole, Marchiori, Fernanda F. and Gripp, William G.. 2016. "A probabilistic method for forensic cost estimating of infrastructure projects." Applied Mathematical Modelling: simulation and computation for engineering and environmental systems. 40 (21-22), pp. 9197-9211. https://doi.org/10.1016/j.apm.2016.05.025
Demographic analysis of turnover intentions amongst Nigerian high school teachers
Ajayi, Stephen Oluwatoyin and Olatunji, Oluwole Alfred. 2017. "Demographic analysis of turnover intentions amongst Nigerian high school teachers." Australian and International Journal of Rural Education. 27 (1), pp. 62-87.
Chaos Theory: Implications for Cost Overrun Research in Hydrocarbon Megaprojects
Olaniran, O. J., Love, P. E. D., Edwards, D. J., Olatunji, O. and Matthews, J.. 2017. "Chaos Theory: Implications for Cost Overrun Research in Hydrocarbon Megaprojects." Journal of Construction Engineering and Management. 143 (2), pp. 1-8. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001227
Bid or no-bid decision factors of indigenous contractors in Nigeria
Olatunji, Oluwole Alfred, Aje, Olaniyi Isaac and Makanjuola, Sina. 2017. "Bid or no-bid decision factors of indigenous contractors in Nigeria." Engineering, Construction and Architectural Management. 24 (3), pp. 378-392. https://doi.org/10.1108/ECAM-01-2016-0029
Collusive bidding in Brazilian infrastructure projects
Signor, Regis, Love, Peter E. D., Olatunji, Oluwole, Vallim, Joao J. C. B and Raupp, Alexandre B.. 2017. "Collusive bidding in Brazilian infrastructure projects." Proceedings of the Institution of Civil Engineers: Forensic Engineering. 170 (3), pp. 113-123. https://doi.org/10.1680/jfoen.17.00013
Causations of failure in megaprojects: A case study of the Ajaokuta Steel Plant project
Olatunji, Oluwole Alfred. 2018. "Causations of failure in megaprojects: A case study of the Ajaokuta Steel Plant project." Frontiers of Engineering Management. 5 (3), pp. 334-346. https://doi.org/10.15302/J-FEM-2018011
Causal relationship between material price fluctuation and project’s outturn costs
Olatunji, Oluwole Alfred, Orundami, Adenike Omolabake and Ogundare, Oluwatomi. 2018. "Causal relationship between material price fluctuation and project’s outturn costs." Built Environment Project and Asset Management. 8 (4), pp. 358-371. https://doi.org/10.1108/BEPAM-12-2017-0119
Promoting student commitment to BIM in construction education
Olatunji, Oluwole Alfred. 2019. "Promoting student commitment to BIM in construction education." Engineering, Construction and Architectural Management. 26 (7), pp. 1240-1260. https://doi.org/10.1108/ECAM-04-2018-0173
It is not collusion unless you get caught: the case of ‘Operation Car Wash’ and unearthing of a Cartel
Signor, Regis, Love, Peter E. D., Vallim, Joao Jose B., Raupp, Alexandre B. and Olatunji, Oluwole. 2019. "It is not collusion unless you get caught: the case of ‘Operation Car Wash’ and unearthing of a Cartel." Journal of Antitrust Enforcement. 7 (2), pp. 177-202. https://doi.org/10.1093/jaenfo/jnz009
Critical overrun causations in marine projects
Karami, Hamidreza and Olatunji, Oluwole Alfred. 2020. "Critical overrun causations in marine projects." Engineering, Construction and Architectural Management. 27 (7), pp. 1579-1594. https://doi.org/10.1108/ECAM-09-2019-0477
Musculoskeletal disorders within the carpentry trade: analysis of timber flooring subtasks
Akanmu, Abiola, Olayiwola, Johnson and Olatunji, Oluwole Alfred. 2020. "Musculoskeletal disorders within the carpentry trade: analysis of timber flooring subtasks." Engineering, Construction and Architectural Management. 27 (9), pp. 2577-2590. https://doi.org/10.1108/ECAM-08-2019-0402
Automated checking of building component accessibility for maintenance
Akanmu, Abiola A., Olayiwola, Johnson and Olatunji, Oluwole Alfred. 2020. "Automated checking of building component accessibility for maintenance." Automation in Construction. 114, pp. 1-10. https://doi.org/10.1016/j.autcon.2020.103196
Discussion of 'State of Practice of Building Information Modeling in the Electrical Construction Industry' by Awad S. Hanna, Michael Yeutter, and Diane G. Aoun
Love, P. E. D., Zhou, J., Matthews, J., Sing, C. - P., Olatunji, O. and Carey, B.. 2016. "Discussion of 'State of Practice of Building Information Modeling in the Electrical Construction Industry' by Awad S. Hanna, Michael Yeutter, and Diane G. Aoun." Journal of Construction Engineering and Management. 142 (3), pp. 1-3. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001069
Impact and Remedy of Legal Uncertainties in Building Information Modeling
Alwash, Adam, Love, Peter E. D. and Olatunji, Oluwole. 2017. "Impact and Remedy of Legal Uncertainties in Building Information Modeling." Journal of Legal Affairs and Dispute Resolution in Engineering and Construction. 9 (3), pp. 1-7. https://doi.org/10.1061/(ASCE)LA.1943-4170.0000219
Overrun causations under advance payment regimes
Aje, Olaniyi Isaac, Olatunji, Oluwole Alfred and Olalusi, Olanrewaju Augustine. 2017. "Overrun causations under advance payment regimes." Built Environment Project and Asset Management. 7 (1), pp. 86-98. https://doi.org/10.1108/BEPAM-06-2015-0028
Sustainable public-private partnerships: Balancing the multi-actor ecosystem and societal requirements
Leviakangas, Pekka, Ye, Yanbing and Olatunji, Oluwole Alfred. 2018. "Sustainable public-private partnerships: Balancing the multi-actor ecosystem and societal requirements." Frontiers of Engineering Management. 5 (3), pp. 347-356. https://doi.org/10.15302/J-FEM-2018020
Turnover Causation Amongst High School Teachers in Nigeria
Ajayi, Stephen O. and Olatunji, Oluwole A.. 2019. "Turnover Causation Amongst High School Teachers in Nigeria." Africa Education Review. 16 (2), pp. 1-15. https://doi.org/10.1080/18146627.2016.1224602
Key value engineering protocols in marine projects
Karami, Hamidreza and Olatunji, Oluwole Alfred. 2020. "Key value engineering protocols in marine projects." Proceedings of the institution of Civil Engineers: Management, Procurement and Law. 173 (1), pp. 21-31. https://doi.org/10.1680/jmapl.19.00010
Building information modelling (BIM) penetration in quantity surveying (QS) practice
Olatunji, Oluwole Alfred, Lee, Jane Jia Suen, Chong, Heap -Yih and Akanmu, Abiola Abosede. 2021. "Building information modelling (BIM) penetration in quantity surveying (QS) practice." Built Environment Project and Asset Management. 11 (5), pp. 888-902. https://doi.org/10.1108/BEPAM-08-2020-0140
Briefing: A framework for integrating health, safety and well-being into labour-only procurement
Umeokafor, Nnedinma, Windapo, Abimbola and Olatunji, Oluwole. 2021. "Briefing: A framework for integrating health, safety and well-being into labour-only procurement." Proceedings of the institution of Civil Engineers: Management, Procurement and Law. 174 (4), pp. 141-144. https://doi.org/10.1680/jmapl.20.00010
Migrant construction workers’ demography and job satisfaction: a New Zealand study
Rotimi, James Olabode Bamidele, Ramanayaka, Chamil Dilhan Erik, Olatunji, Oluwole Alfred and Rotimi, Funmilayo Ebun. 2021. "Migrant construction workers’ demography and job satisfaction: a New Zealand study." Engineering, Construction and Architectural Management. https://doi.org/10.1108/ECAM-05-2021-0457
Evaluation of postural-assist exoskeleton for manual material handling
Ogunseiju, Omobolanle, Olayiwola, Johnson, Akanmu, Abiola and Olatunji, Oluwole. 2022. "Evaluation of postural-assist exoskeleton for manual material handling." Engineering, Construction and Architectural Management. 29 (3), pp. 1358-1375. https://doi.org/10.1108/ECAM-07-2020-0491
Detection of Collusive Tenders in Infrastructure Projects: Learning from Operation Car Wash
Signor, Regis, Love, Peter E. D., Belarmino, Alexanders T. N. and Olatunji, Oluwole Alfred. 2020. "Detection of Collusive Tenders in Infrastructure Projects: Learning from Operation Car Wash." Journal of Construction Engineering and Management. 146 (1), pp. 1-10. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001737
Diverse Impact of Sensitive Sub-Categories of Demographic Variables on Safety Climate of High-Rise Building Projects
Zahoor, Hafiz, Khan, Rashid Mehmood, Ali, Babar, Maqsoom, Ahsen, Mazher, Khwaja Mateen and Ullah, Fahim. 2021. "Diverse Impact of Sensitive Sub-Categories of Demographic Variables on Safety Climate of High-Rise Building Projects." The Journal of Architecture. 2 (1), pp. 175-195. https://doi.org/10.3390/architecture2010010
Extracting built-up areas from spectro-textural information using machine learning
Maqsoom, Ahsen, Aslam, Bilal, Yousafzai, Arbaz, Ullah, Fahim, Ullah, Sami and Imran, Muhammad. 2022. "Extracting built-up areas from spectro-textural information using machine learning." Soft Computing. 26 (16), pp. 7789-7808. https://doi.org/10.1007/s00500-022-06794-6
Investigation of the empirical relation between student sketching, attendance and performance in construction education
Ullah, Fahim, Sepasgozar, Samad M. E., Khan, Rao Muhammad Afrasiab and Davis, Steven. 2018. "Investigation of the empirical relation between student sketching, attendance and performance in construction education." Do, Khoa, Sutrisna, Monty, Cooper-Cooke, Barry and Olatunji, Oluwole (Alfred) (ed.) 42nd AUBEA Conference 2018: Educating Building Professionals for the Future in the Globalised World. Singapore Singapore.
Understanding how policy settings affect developer decisions
Rowle, Steven, Leishman, Chris, Olatunji, Oluwole, Zuo, Jian and Crowe, Adam. 2022. Understanding how policy settings affect developer decisions. Australia. Australian Housing and Urban Research Institute (AHURI). https://doi.org/10.18408/ahuri8124201
Assessing Rainwater Harvesting Potential in Urban Areas: A Building Information Modelling (BIM) Approach
Maqsoom, Ahsen, Aslam, Bilal, Ismail, Sharjeel, Thaheem, Muhammad Jamaluddin, Ullah, Fahim, Zahoor, Hafiz, Musarat, Muhammad Ali and Vatin, Nikolai Ivanovich. 2021. "Assessing Rainwater Harvesting Potential in Urban Areas: A Building Information Modelling (BIM) Approach." Sustainability. 13 (22), pp. 1-21. https://doi.org/10.3390/su132212583
Assessing Nitrate Contamination Risks in Groundwater: A Machine Learning Approach
Awais, Muhammad, Aslam, Bilal, Maqsoom, Ahsen, Khalil, Umer, Ullah, Fahim, Azam, Sheheryar and Imran, Muhammad. 2021. "Assessing Nitrate Contamination Risks in Groundwater: A Machine Learning Approach." Applied Sciences. 11 (21), pp. 1-21. https://doi.org/10.3390/app112110034
Effects of COVID‐19 on the Australian economy: insights into the mobility and unemployment rates in education and tourism sectors
Munawar, Hafiz Suliman, Khan, Sara Imran, Ullah, Fahim, Kouzani, Abbas Z. and Mahmud, M. A. Parvez. 2021. "Effects of COVID‐19 on the Australian economy: insights into the mobility and unemployment rates in education and tourism sectors." Sustainability. 13 (20), pp. 1-18. https://doi.org/10.3390/su132011300
Towards smart healthcare: UAV-based optimized path planning for delivering COVID-19 self-testing kits using cutting edge technologies
Munawar, Hafiz Suliman, Inam, Hina, Ullah, Fahim, Qayyum, Siddra, Kouzani, Abbas Z. and Mahmud, M. A. Parvez. 2021. "Towards smart healthcare: UAV-based optimized path planning for delivering COVID-19 self-testing kits using cutting edge technologies." Sustainability. 13 (18), pp. 1-21. https://doi.org/10.3390/su131810426
UAV based spatiotemporal analysis of the 2019–2020 New South Wales bushfires
Ullah, Fahim, Khan, Sara Imran, Munawar, Hafiz Suliman, Qadir, Zakria and Qayyum, Siddra. 2021. "UAV based spatiotemporal analysis of the 2019–2020 New South Wales bushfires." Sustainability. 13, pp. 1-35. https://doi.org/10.3390/su131810207
Using multivariate regression and ANN models to predict properties of concrete cured under hot weather: a case of Rawalpindi Pakistan
Maqsoom, Ahsen, Aslam, Bilal, Gul, Muhammad Ehtisham, Ullah, Fahim, Kouzani, Abbas Z., Mahmud, M. A. Parvez and Nawaz, Adnan. 2021. "Using multivariate regression and ANN models to predict properties of concrete cured under hot weather: a case of Rawalpindi Pakistan." Sustainability. 13, pp. 1-28. https://doi.org/10.3390/su131810164
A beginner’s guide to developing review-based conceptual frameworks in the built environment
Ullah, Fahim. 2021. "A beginner’s guide to developing review-based conceptual frameworks in the built environment." Architecture. 1 (1), pp. 5-24. https://doi.org/10.3390/architecture1010003
BIMp-chart — a global decision support system for measuring BIM implementation level in construction organizations
Malik, Qurratulain, Nasir, Abdur Rehman, Muhammad, Rabiah, Thaheem, Muhammad Jamaluddin, Ullah, Fahim, Khan, Khurram Iqbal Ahmad and Hassan, Muhammad Usman. 2021. "BIMp-chart — a global decision support system for measuring BIM implementation level in construction organizations." Sustainability. 13 (16), pp. 1-25. https://doi.org/10.3390/su13169270
Urban overheating assessment through prediction of surface temperatures: a case study of Karachi, Pakistan
Aslam, Bilal, Maqsoom, Ahsen, Khalid, Nauman, Ullah, Fahim and Sepasgozar, Samad. 2021. "Urban overheating assessment through prediction of surface temperatures: a case study of Karachi, Pakistan." ISPRS International Journal of Geo-Information. 10 (8), pp. 1-22. https://doi.org/10.3390/ijgi10080539
UAVs in disaster management: application of integrated aerial Imagery and convolutional neural network for flood detection
Munawar, Hafiz Suliman, Ullah, Fahim, Qayyum, Siddra, Khan, Sara Imran and Mojtahedi, Mohammad. 2021. "UAVs in disaster management: application of integrated aerial Imagery and convolutional neural network for flood detection." Sustainability. 13 (14), pp. 1-22. https://doi.org/10.3390/su13147547
A conceptual framework for blockchain smart contract adoption to manage real estate deals in smart cities
Ullah, Fahim and Al-Turjman, Fadi. 2023. "A conceptual framework for blockchain smart contract adoption to manage real estate deals in smart cities." Neural Computing and Applications. 35 (7), p. 5033–5054. https://doi.org/10.1007/s00521-021-05800-6
Investigating the flood damages in Lower Indus Basin since 2000: spatiotemporal analyses of the major flood events
Atif, Salman, Umar, Muhammad and Ullah, Fahim. 2021. "Investigating the flood damages in Lower Indus Basin since 2000: spatiotemporal analyses of the major flood events." Natural Hazards. 108, pp. 2357-2383. https://doi.org/10.1007/s11069-021-04783-w
Risk management in sustainable smart cities governance: a TOE framework
Ullah, Fahim, Qayyum, Siddra, Thaheem, Muhammad Jamaluddin, Al-Turjman, Fadi and Sepasgozar, Samad M.E.. 2021. "Risk management in sustainable smart cities governance: a TOE framework." Technological Forecasting and Social Change. 167. https://doi.org/10.1016/j.techfore.2021.120743
Advertising through UAVs: Optimized path system for delivering smart real‐estate advertisement materials
Ullah, Fahim, Al-Turjman, Fadi, Qayyum, Siddra, Inam, Hina and Imran, Muhammad. 2021. "Advertising through UAVs: Optimized path system for delivering smart real‐estate advertisement materials." International Journal of Intelligent Systems. 36 (7), pp. 3429-3463. https://doi.org/10.1002/int.22422
Modelling users’ perception of the online real estate platforms in a digitally disruptive environment: an integrated KANO-SISQual approach
Ullah, Fahim, Sepasgozar, Samad M.E., Shiwrozhan, Sara and Davis, Steven. 2021. "Modelling users’ perception of the online real estate platforms in a digitally disruptive environment: an integrated KANO-SISQual approach." Telematics and Informatics. 63. https://doi.org/10.1016/j.tele.2021.101660
Application of deep learning on UAV-based aerial images for flood detection
Munawar, Hafiz Suliman, Ullah, Fahim, Qayyum, Siddra and Heravi, Amirhossein. 2021. "Application of deep learning on UAV-based aerial images for flood detection." Smart Cities. 4 (3), pp. 1220-1243. https://doi.org/10.3390/smartcities4030065
Best Value Contractor Selection in Road Construction Projects: ANP-Based Decision Support System
Hasnain, Muhammad, Thaheem, Muhammad Jamaluddin and Ullah, Fahim. 2018. "Best Value Contractor Selection in Road Construction Projects: ANP-Based Decision Support System." International Journal of Civil Engineering. 16 (6), pp. 695-714. https://doi.org/10.1007/s40999-017-0199-2
Concession period of public private partnership projects: industry–academia gap analysis
Ullah, Fahim and Thaheem, Muhammad Jamaluddin. 2018. "Concession period of public private partnership projects: industry–academia gap analysis." The International Journal of Construction Management. 18 (5), pp. 418-429. https://doi.org/10.1080/15623599.2017.1333400
A systematic review of smart real estate technology: drivers of, and barriers to, the use of digital disruptive technologies and online platforms
Ullah, Fahim, Sepasgozar, Samad M.E. and Wang, Changxin. 2018. "A systematic review of smart real estate technology: drivers of, and barriers to, the use of digital disruptive technologies and online platforms." Sustainability. 10 (9), pp. 1-44. https://doi.org/10.3390/su10093142
System dynamics model to determine concession period of PPP infrastructure projects: overarching effects of critical success factors
Ullah, Fahim, Thaheem, Muhammad Jamaluddin, Sepasgozar, Samad M. E. and Forcada, Nuria. 2018. "System dynamics model to determine concession period of PPP infrastructure projects: overarching effects of critical success factors." Journal of Legal Affairs and Dispute Resolution in Engineering and Construction. 10 (4). https://doi.org/10.1061/(ASCE)LA.1943-4170.0000280
The performance gap in energy-efficient office buildings: how the occupants can help?
Ali, Qadeer, Thaheem, Muhammad Jamaluddin, Ullah, Fahim and Sepasgozar, Samad M. E.. 2020. "The performance gap in energy-efficient office buildings: how the occupants can help?" Energies. 13 (6). https://doi.org/10.3390/en13061480
Key factors influencing purchase or rent decisions in smart real estate investments: a system dynamics approach using online forum thread data
Ullah, Fahim and Sepasgozar, Samad M. E.. 2020. "Key factors influencing purchase or rent decisions in smart real estate investments: a system dynamics approach using online forum thread data." Sustainability. 12 (11), pp. 1-36. https://doi.org/10.3390/su12114382
Smart digital marketing capabilities for sustainable property development: a case of Malaysia
Low, Sheen, Ullah, Fahim, Shiwrozhan, Sara, Sepasgozar, Samad M. E. and Lee, Chyi Lin. 2020. "Smart digital marketing capabilities for sustainable property development: a case of Malaysia." Sustainability. 12 (13), pp. 1-40. https://doi.org/10.3390/su12135402
Contingency release during project execution: the contractor’s decision-making dilemma
Ayub, Bilal, Thaheem, Muhammad Jamaluddin and Ullah, Fahim. 2019. "Contingency release during project execution: the contractor’s decision-making dilemma." Project Management Journal. 50 (6), pp. 734-748. https://doi.org/10.1177/8756972819848250
Six Sigma in construction: a review of critical success factors
Qayyum Siddiqui, Siddra, Ullah, Fahim, Thaheem, Muhammad Jamaluddin and Gabriel, Hamza Farooq. 2016. "Six Sigma in construction: a review of critical success factors." International Journal of Lean Six Sigma. 7 (2), pp. 171-186. https://doi.org/10.1108/ijlss-11-2015-0045
Labor Productivity Assessment Using Activity Analysis on Semi High-Rise Building Projects in Pakistan
Sheikh, Noaman Akbar, Ullah, Fahim, Ayub, Bilal and Thaheem, Muhammad Jamaluddin. 2017. "Labor Productivity Assessment Using Activity Analysis on Semi High-Rise Building Projects in Pakistan." Engineering Journal. 21 (4), pp. 273-286. https://doi.org/10.4186/ej.2017.21.4.273
Influence of Six Sigma on project success in construction industry of Pakistan
Ullah, Fahim, Thaheem, Muhammad Jamaluddin, Qayyum Siddiqui, Siddra and Khurshid, Muhammad Bilal. 2017. "Influence of Six Sigma on project success in construction industry of Pakistan." The TQM Journal. 29 (2), pp. 276-309. https://doi.org/10.1108/TQM-11-2015-0136
Examining the impact of students’ attendance, sketching, visualization, and tutors experience on students’ performance: a case of building structures course in construction management
Ullah, Fahim, Sepasgozar, Samad, Tahmasebinia, Faham, Sepasgozar, Saleh Mohammad Ebrahimzadeh and Davis, Steven. 2020. "Examining the impact of students’ attendance, sketching, visualization, and tutors experience on students’ performance: a case of building structures course in construction management." Construction Economics and Building. 20 (3), pp. 78-102. https://doi.org/10.5130/AJCEB.v20i3.7056
Competitiveness in the construction industry: A contractor’s perspective on barriers to improving the construction industry performance
Azeem, Moazzam, Ullah, Fahim, Thaheem, Muhammad J. and Qayyum, Siddra. 2020. "Competitiveness in the construction industry: A contractor’s perspective on barriers to improving the construction industry performance." Journal of Construction Engineering, Management & Innovation. 3 (3), pp. 193-219. https://doi.org/10.31462/jcemi.2020.03193219
Empirical evidence of extension of time in construction projects
Shabbar, Haroon, Ullah, Fahim, Ayub, Bilal, Thaheem, Muhammad Jamaluddin and Gabriel, Hamza Farooq. 2017. "Empirical evidence of extension of time in construction projects." Journal of Legal Affairs and Dispute Resolution in Engineering and Construction. 9 (3). https://doi.org/10.1061/(ASCE)LA.1943-4170.0000217
It's all about perceptions: A DEMATEL approach to exploring user perceptions of real estate online platforms
Ullah, Fahim, Sepasgozar, Samad M. E., Thaheem, Muhammad Jamaluddin, Wang, Changxin Cynthia and Imran, Muhammad. 2021. "It's all about perceptions: A DEMATEL approach to exploring user perceptions of real estate online platforms." Ain Shams Engineering Journal. 12 (4), pp. 4297-4317. https://doi.org/10.1016/j.asej.2021.04.023
Addressing disasters in smart cities through UAVs path planning and 5G communications: A systematic review
Qadir, Zakria, Ullah, Fahim, Munawar, Hafiz Suliman and Al-Turjman, Fadi. 2021. "Addressing disasters in smart cities through UAVs path planning and 5G communications: A systematic review." Computer Communications. 168, pp. 114-135. https://doi.org/10.1016/j.comcom.2021.01.003
Managing smart cities through six sigma DMADICV method: A review-based conceptual framework
Qayyum, Siddra, Ullah, Fahim, Al-Turjman, Fadi and Mojtahedi, Mohammad. 2021. "Managing smart cities through six sigma DMADICV method: A review-based conceptual framework." Sustainable Cities and Society. 72, pp. 1-19. https://doi.org/10.1016/j.scs.2021.103022
A review of public-private partnership: critical factors of concession period
Ullah, Fahim, Ayub, Bilal, Qayyum, Siddra and Thaheem, Muhammad Jamaluddin. 2016. "A review of public-private partnership: critical factors of concession period." Journal of Financial Management of Property and Construction. 21 (3), pp. 269-300. https://doi.org/10.1108/JFMPC-02-2016-0011
Editorial
Olatunji, Oluwole. 2015. "Editorial." Proceedings of the institution of Civil Engineers: Management, Procurement and Law. 168 (5), pp. 203-204. https://doi.org/10.1680/jmapl.2015.168.5.203