Abstract
This study provides a holistic list of factors that affect highway sustainability (HWS) and determines the most significant factors throughout the triple-bottom-line of sustainability. Previous studies analyzed many factors related to sustainability performance in highway projects during their life cycle, whereas the social sustainability aspects were commonly ignored. In addition, there is imperative to consider the Sustainable Development Goals (SDGs) of highway projects in local and global future visions. On the other hand, the infrastructure rating systems specified different thresholds to achieve sustainable highways. Thus, this study analyzed published articles, SDGs, and infrastructure rating systems to extract the most important factors affecting HWS. A content analysis was conducted to specify the most relevant publications in HWS, which are strongly related to the research keywords. According to the content analysis, 150 articles out of 6,422 were selected for further investigation. Social Network Analysis (SNA) analyzed and ranked 224 factors that were extracted from the aforementioned sources to determine the factors of utmost importance. We found that 78 factors out of 224 are of paramount influence on HWS. Finally, the evaluation of the most widely used infrastructure rating systems revealed a shortage in the common factors affecting the HWS.
Similar content being viewed by others
Abbreviations
- ANDC:
-
Average Normalized DC
- CO2 :
-
Carbon dioxide
- DC:
-
Degree Centrality
- GHG:
-
Greenhouse Gases
- HWS:
-
Highway Sustainability
- KDV:
-
Knowledge Domain Visualization
- LCA:
-
Life Cycle Assessment
- LCCA:
-
Life Cycle Cost Analysis
- LR:
-
Literature Review
- RS:
-
Rating Systems
- SDGs:
-
Sustainable Development Goals
- SNA:
-
Social Network Analysis
- SocnetV:
-
Social Network Visualizer
- TRR:
-
Transportation Research Record
- UN:
-
United Nations
- VOSviewer:
-
Visualization of Similarities Viewer
References
Abdul Nabi M, El-Adaway IH (2020) Modular construction: Determining decision-making factors and future research needs. Journal Of Management in Engineering 36(6):04020085, DOI: https://doi.org/10.1061/(ASCE)me.1943-5479.0000859.
Abotaleb I, El-Adaway I (2018) Managing construction projects through dynamic modeling: Reviewing the existing body of knowledge and deriving future research directions. Journal of Management In Engineering 34(6), DOI: https://doi.org/10.1061/(ASCE)ME.1943-5479.0000633
Abotaleb IS, El-Adaway IH (2019) A network-based methodology for quantitative knowledge gap identification in construction simulation and modeling research. In: ASCE International Conference on Computing in Civil Engineering 2019. American Society of Civil Engineers (ASCE) 522–529, DOI: https://doi.org/10.1061/9780784482421.066
Aboushady AM, El-Sawy SAR (2013) Qualitative assessment framework to evaluate sustainability indicators affecting infrastructure construction projects in developing countries using the analytical hierarchy process (AHP). WIT Transactions on Ecology and the Environment 179:1309–1320, DOI: https://doi.org/10.2495/SC131112
AGIC Rating Scheme V2.1 (2011) Australian green infrastructure council rating scheme. In: Australia Green Infrastructure Council. Australia
Alam S, Kumar A, Dawes L (2017) Sustainability assessment of road infrastructure using sustainability index. Infrastructure Asset Management 5(1):3–13, DOI: https://doi.org/10.1680/jinam.17.00005
Aljassmi H, Han S, Davis S (2014) Project pathogens network: New approach to analyzing construction-defects-generation mechanisms. Journal of Construction Engineering and Management 140(1), DOI: https://doi.org/10.1061/(ASCE)CO.1943-7862.0000774
Allen Cameron, Clouth S (2012) A guidebook to the green economy. UNDESA, New York
Alnedawi A, Ullah S, Azam A, Mousa E, Obaid I, Yosri A (2022) Integrated and holistic knowledge map of resilient modulus studies for pavement materials: A scientometric analysis and bibliometric review of research frontiers and prospects. Transportation Geotechnics 33:100711, DOI: https://doi.org/10.1016/j.trgeo.2021.100711
Amiril A, Nawawi AH, Takim R, Latif SNFA (2014) Transportation infrastructure project sustainability factors and performance. Procedia - Social and Behavioral Sciences 153:90–98, DOI: https://doi.org/10.1016/j.sbspro.2014.10.044
Anisurrahman M, Alshuwaikhat HM (2019) Determining sustainability assessment indicators for the holy city of makkah, Saudi Arabia. Arabian Journal for Science and Engineering 44:5165–5178, DOI: https://doi.org/10.1007/s13369-019-03772-3
Bakri DA (1994) A geomorphic framework for developing a sustainable greenery programme in arid environments. Environmentalist 14:271–282, DOI: https://doi.org/10.1007/BF02239789
BE2ST-in-Highways (2010) Building environmentally and economically transportation-infrastructure-highways. Recycled Materials Resource Center, University of Wisconsin-Madison, USA, https://rmrc.wisc.edu/be2st-in-highways
Berthiaume R, Bouchard C (1999) Exergy analysis of the environmental impact of paving material manufacture. Transactions of the Canadian Society for Mechanical Engineering 23(1B):187–196, DOI: https://doi.org/10.1139/tcsme-1999-0013
Brodie S, Ingles A, Colville Z, Amekudzi A, Peters RW, Sisiopikou V (2013) Review of sustainability rating systems for transportation and neighborhood-level developments. Green Streets, Highways, and Development 2013:337–354, DOI: https://doi.org/10.1061/9780784413197.027
Bryce J, Brodie S, Parry T, Lo Presti D (2017) A systematic assessment of road pavement sustainability through a review of rating tools. Resources, Conservation and Recycling 120:108–118, DOI: https://doi.org/10.1016/j.resconrec.2016.11.002
Button JW, Hunter TG (1984) Synthetic fibers in asphalt paving mixtures. Texas Transportation Institute
CBO (2021) Testimony on Options for Funding and Financing Highway Spending, https://www.cbo.gov/publication/57206
Chen C (1999) Visualising semantic spaces and author co-citation networks in digital libraries. Information Processing and Management 35(3):401–420, DOI: https://doi.org/10.1016/S0306-4573(98)00068-5
Chen C (2014) Measuring state highway sustainability: Taking the fiscal dimension into account. Public Work Management and Policy 19(3):255–276, DOI: https://doi.org/10.1177/1087724X14528475
Chester MV, Horvath A (2009) Environmental assessment of passenger transportation should include infrastructure and supply chains. Environmental Research Letters 4(2):024008, DOI: https://doi.org/10.1088/1748-9326/4/2/024008
Clevenger CM, Ozbek ME, Simpson S (2013) Review of sustainability rating systems used for infrastructure projects. associated schools of construction. 49th ASC Annual International Conference Proceedings. Associated Schools for Construction, Fort Collins, CO, USA 10–13
Cranmer SJ, Desmarais BA (2011) Inferential network analysis with exponential random graph models. Political Analysis 19(1):66–86, DOI: https://doi.org/10.1093/pan/mpq037
Dasgupta S, Tam EKL (2005) Indicators and framework for assessing sustainable infrastructure. Canadian Journal of Civil Engineering 32(1):30–44, DOI: https://doi.org/10.1139/l04-101
Department for Business (2008) Strategy for Sustainable Construction
Dhakal KP, Oh JS (2011) Integrating sustainability into highway projects: Sustainability indicators and assessment tool for Michigan roads. In: Transportation and Development Institute Congress 2011: Integrated Transportation and Development for a Better Tomorrow 987–99, DOI: https://doi.org/10.1061/41167(398)94
Dobrovolskienė N, Tamošiūnienė R, Banaitis A, Ferreira FAF, Banaitienė N, Taujanskaitė K, Meidutė-Kavaliauskienė I (2019) Developing a composite sustainability index for real estate projects using multiple criteria decision making. Operational Research 19:617–635, DOI: https://doi.org/10.1007/s12351-017-0365-y
EIA (2001) Environmental impact assessment. Environmental Management Sector, Egyptian Environmental Affairs Agency (EEAA), Ministry of State for Environmental Affairs, Egypt
El-Adaway IH, Abotaleb IS, Vechan E (2017) Social network analysis approach for improved transportation planning. Journal of Infrastructure System 23(2):05016004, DOI: https://doi.org/10.1061/(ASCE)IS.1943-555X.0000331
El-Kholy AM, Akal AY (2020) Proposed sustainability composite index of highway infrastructure projects and its practical implications. Arabian Journal for Science and Engineering 45(5):3635–3655, DOI: https://doi.org/10.1007/s13369-019-04201-1
Elsayegh A, El-Adaway IH (2021) Holistic study and analysis of factors affecting collaborative planning in construction. Journal of Construction Engineering and Management 147(4):04021023, DOI: https://doi.org/10.1061/(ASCE)CO.1943-7862.0002031
Envision V3.0 (2018) Envision. The Zofnass Program for Sustainable Infrastructure at the Harvard University Graduate School of Design and the Institute for Smtainable Infrastructure (ISI), https://sustainable-infrastructure-tools.org/tools/envision-rating-system/
Eteifa SO, El-Adaway IH (2018) Using social network analysis to model the interaction between root causes of fatalities in the construction industry. Journal of Management in Engineering 34(1):04017045, DOI: https://doi.org/10.1061/(ASCE)ME.1943-5479.0000567
Fang FT, Chong YC, Nyunt TT, Loi SS (2013) Development of environmentally sustainable pavement mix. International Journal of Pavement Research & Technology 6(4):440–446, DOI: https://doi.org/10.6135/ijprt.org.tw/2013.6(4).440
Gan X, Chang R, Wen T (2018) Overcoming barriers to off-site construction through engaging stakeholders?: A two-mode social network analysis. Journal of Cleaner Production 201:735–747, DOI: https://doi.org/10.1016/j.jclepro.2018.07.299
Gilmour D, Blackwood D (2011) Sustainable development indicators for major infrastructure projects. In: Proceedings of the Institution of Civil Engineers-Municipal Engineer 164(1):15–24, DOI: https://doi.org/10.1680/muen.800020
GreenLITES (Design) V2.1 (2011) GreenLITES Project environmental sustainability rating system. New York State Department of Transportation (NYSDOT), USA, https://www.dot.ny.gov/programs/greenlites
GreenLITES Measures (O&M) (2012) Leadership in transportation and environmental sustainability. New York State Department of Transportation (NYSDOT), USA, https://www.dot.ny.gov/programs/greenlites
GREENPAVE V2.1 (2017) GREENPAVE. Materials Engineering and Research Office (MERO), Ontario, Canada, https://www.tac-atc.ca/en/conference/papers/greenpave-ontarios-pavements-sustainability-rating-system
Greenroads V2 (2020) Greenroads. Washington University, https://www.greenroads.org/
Groos OLEV, Pritchard A (1969) DOCUMENTATION NOTES. Journal of Documentation 25(4):344–349, DOI: https://doi.org/10.1108/eb026482
Gudmundsson H, Harmer C, Hewitt A (2013) Sustainability Definitions for NRAs–Framework Part 1: Report v2.0. ERA-NET Road, http://www.eranetroad.org/index.php
Hakkinen T, Makela K (1996) Environmental impact of concrete and asphalt pavements in environmental adaptation of concrete. Environmental Adaption of Concrete
Hassan M (2010) Evaluation of the environmental and economic impacts of warm-mix asphalt using life-cycle assessment. International Journal of Construction Education and Research 6(3):238–250, DOI: https://doi.org/10.1080/15578771.2010.507619
Horvath A, Hendrickson C (1998) Comparison of environmental implications of asphalt and steel-reinforced concrete pavements. Transportation Research Record 1626(1):105–113, DOI: https://doi.org/10.3141/1626-13
I-Last (2010) Illinois livability and sustainable transportation. Illinois Department of Transportation (IDOT), Illinois, USA
Invest V1.3 (2018) Infrastructure voluntary evaluation sustainability tool. The Federal Highway Administration (FHWA), USA, https://www.sustainablehighways.org/
Janssen MA, Anderies JM, Baeza A, Breetz HL, Jasinski T, Shin HC, Vallury S (2022) Highways as coupled infrastructure systems: An integrated approach to address sustainability challenges. Sustainable and Resilient Infrastructure 7(2):100–111, DOI: https://doi.org/10.1080/23789689.2019.1708181
Jin R, Gao S, Cheshmehzangi A, Aboagye-Nimo E (2018) A holistic review of off-site construction literature published between 2008 and 2018. Journal of Cleaner Production 202:1202–1219, DOI: https://doi.org/10.1016/j.jclepro.2018.08.195
Johansson R (2011) Evaluation of experiences from using CEEQUAL in infrastructure projects. A case study of the Crossrail programme and the Olympic Park 1–68
Kaloush KE, Underwood BS, Zeiada WA, Stempihar J (2015) Fiber reinforced asphalt concrete: Performance tests and pavement design consideration, In Bituminous Mixtures and Pavements VI, Proceedings of the 6th International Conference on Bituminous Mixtures and Pavements, ICONFBMP 313–318
Kayali O (2004) Effect of high volume fly ash on mechanical properties of fiber reinforced concrete. Materials and Structures 37:318–327, DOI: https://doi.org/10.1617/13978
Kehagia F (2009) The implementation of sustainability in highway projects. International Journal of Sustainable Development and Planning 4(1):61–69, DOI: https://doi.org/10.2495/SDP-V4-N1-61-69
Kibert CJ (2016) Sustainable construction: Green building design and delivery. John Wiley & Sons, Inc.
Kim J, Hastak M (2018) Social network analysis: Characteristics of online social networks after a disaster. International Journal of Information Management 38(1):86–96, DOI: https://doi.org/10.1016/j.ijinfomgt.2017.08.003
Kokkaew N, Rudjanakanoknad J (2014) A framework of green growth assessment for thailand’s highway infrastructure developments. In: Computing in Civil and Building Engineering 2014:1951–1959, DOI: https://doi.org/10.1061/9780784413616.242
Latif AA, Magdy D, El Sharkawy K, William M, Magid M (2018) Egypt SDS 2030: Between expectations and challenges to implement. American University in Cairo (AUC), Egypt
Lee CY, Chong HY, Liao PC, Wang X (2018) Critical review of social network analysis applications in complex project management. Journal of Management in Engineering 34(2):04017061, DOI: https://doi.org/10.1061/(ASCE)ME.1943-5479.0000579
Lee JC, Edil TB, Benson CH, Tinjum JM (2011) Evaluation of variables affecting sustainable highway design with BE 2ST-in-highways system. Transportation Research Record 2233(1):178–186, DOI: https://doi.org/10.3141/2233-21
LEED V4.0 (2018) Leadership in energy and environmental design. U.S. Green Building Council (USGBC), USA, https://www.usgbc.org/leed
LEED V4.1 (2021) Leadership in energy and environmental design. U.S. Green Building Council (USGBC), USA, https://www.usgbc.org/leed
Li G (2004) Properties of high-volume fly ash concrete incorporating nano-SiO. Cement and Concrete Research 34(6):1043–1049, DOI: https://doi.org/10.1016/j.cemconres.2003.11.013
Ma U (2017) No waste: Managing sustainability in construction. Routledge
Ma F, Dong W, Fu Z, Wang R, Huang Y, Liu J (2021) Life cycle assessment of greenhouse gas emissions from asphalt pavement maintenance: A case study in China. Journal of Cleaner Production 288:125595, DOI: https://doi.org/10.1016/j.jclepro.2020.125595
Mathew L, Varghese RM (2014) Factors influencing sustainability of infrastructure projects. International Journal of Scientific Engineering and Research 4(3):14–17
Maurer DA (1985) Comparison of methods to retard reflective cracking in bituminous concrete using fabrics and fibers: Construction and Early Performance Report 25522
Montgomery R, Schirmer H, Hirsch A (2014) A sustainability rating system for roads in developing countries. In: ICSI 2014: Creating Infrastructure for a Sustainable World 1086–1096, DOI: https://doi.org/10.1061/9780784478745.103
Mroueh U, Eskola P, Laine-ylijoki J, Wellman K (2000) Life cycle assessment of road construction. Finnra Reports 17/2000
Ortiz O, Castells F, Sonnemann G (2009) Sustainability in the construction industry: A review of recent developments based on LCA. Construction and Building Materials 23(1):28–39, DOI: https://doi.org/10.1016/j.conbuildmat.2007.11.012
Othman A, Nadim W (2010) Towards establishing an international sustainability index for the construction industry: A literature review. Proceedings of the First International Conference on Sustainability and the Future, the British University In Egypt, Cairo 23–25
Park K, Hwang Y, Seo S, Seo H (2003) Quantitative assessment of environmental impacts on life cycle of highways. Journal of Construction Engineering and Management 129(1):25–31, DOI: https://doi.org/10.1061/(asce)0733-9364(2003)129:1(25)
Pow J, Gayen K, Elliott L, Raeside R (2012) Understanding complex interactions using social network analysis. Journal of Clinical Nursing 21(19pt20):2772–2779, DOI: https://doi.org/10.1111/j.1365-2702.2011.04036.x
Putman BJ, Amirkhanian SN (2004) Utilization of waste fibers in stone matrix asphalt mixtures. Resources, Conservation and Recycling 42(3):265–274, DOI: https://doi.org/10.1016/j.resconrec.2004.04.005
Ramsbottom C (2013) A study on social sustainability in missouri highway projects. Missouri Western State University
Rebitzer G, Ekvall T, Frischknecht R, Hunkeler D, Norris G, Rydberg T, Schmidt WP, Suh S, Weidema BP, Pennington D (2004) Life cycle assessment: Part 1: Framework, goal and scope definition, inventory analysis, and applications. Environment International 30(5):701–720, DOI: https://doi.org/10.1016/j.envint.2003.11.005
Roudebush W (1999) Environmental value engineering assessment of concrete and asphalt pavement. PCAR&D Serial 2088a
Samiadel A, Golroo A (2017) Developing an index to measure sustainability of road related projects over the life cycle. Computational Research Progress in Applied Science and Engineering 3(2):71–80
Santero NJ, Harvey J, Horvath A (2011) Environmental policy for longlife pavements. Transportation Research Part D: Transport and Environment 16(2):129–136, DOI: https://doi.org/10.1016/j.trd.2010.09.005
Santos J, Cerezo V, Flintsch G, Ferreira A (2017) Environmental and economic assessment of pavement construction and management practices for enhancing pavement sustainabilily. Resources, Conservation and Recycling 116:5–31, DOI: https://doi.org/10.1016/j.resconrec.2016.08.025
Sarja A (2004) Lifetime engineering of buildings and civil infrastructures as a realization of sustainable construction. Texnika xponika
Shen L, Asce M, Wu Y, Zhang X (2011) Key Assessment indicators for the sustainability of infrastructure projects. Journal of Construction Engineering and Management 137(6):441–451, DOI: https://doi.org/10.1061/(ASCE)CO.1943-7862
Shen LY, Li Hao J, Tam VWY, Yao H (2007) A checklist for assessing sustainability performance of construction projects. Journal of Civil Engineering and Management 13(4):273–281, DOI: https://doi.org/10.1080/13923730.2007.9636447
Small H (1973) Co-citation in the scientific literature: A new measure of the relationship between two documents. Journal of the American Society for Information Science 24(4):265–269, DOI: https://doi.org/10.1002/asi.4630240406
Smith SH, Durham SA (2016) A cradle to gate LCA framework for emissions and energy reduction in concrete pavement mixture design. International Journal of Sustainable Built Environment 5:23–33, DOI: https://doi.org/10.1016/j.ijsbe.2016.01.001
STARS V2.2 (2019) Sustainability tracking, assessment & rating system. The Association for the Advancement of Sustainability in Higher Education (AASHE), USA, https://stars.aashe.org/
Stripple H (2001) Life cycle assessment of road. a pilot study for inventory analysis. Second Revised Edition. Gothenburg, Sweden
Surwase G, Sagar A, Kademani BS, Bhanumurthy K (2011) Co-citation Analysis?: An Overview
Tapkin S (2008) The effect of polypropylene fibers on asphalt performance. Building and Environment 43(6):1065–1071, DOI: https://doi.org/10.1016/j.buildenv.2007.02.011
The United Nations (2015) Sustainable development goals (SDGs). Department of Economic and Social Affairs of the United Nations, https://sdgs.un.org/goals
The United Nations (2021) Report of the Second United Nations Global Sustainable Transport Conference Held in hybrid format in Beijing, China, from 14 to 16 October 2021:6–10, https://sdgs.un.org/documents/report-second-united-nations-global-sustainable-transport-conference-46987
Thorpe D (2012) Evaluating factors in sustainable road construction and management a life cycle approach. University of Southern Queensland
Treloar GJ, Love PED, Crawford RH (2004) Hybrid life-cycle inventory for road construction and use. Journal of Construction Engineering and Management 130(1):43–49, DOI: https://doi.org/10.1061/(asce)0733-9364(2004)130:1(43)
Tsai CY, Chang AS (2012) Framework for developing construction sustainability items: The example of highway design. Journal of Cleaner Production 20(1):127–136, DOI: https://doi.org/10.1016/j.jclepro.2011.08.009
UK Department for Transport (2022) Highways maintenance and ITB funding formula allocations, 2022 to 2025 (3 years). https://www.gov.uk/government/publications/highways-maintenance-funding-allocations/highways-maintenance-and-itb-funding-formula-allocations-2022-to-2025
Uzarowski L, Moore G (2008) Sustainable pavements-making the case for longer design lives for flexible pavements. In: 2008 Annual Conference of the Transportation Association of Canada Transportation Association of Canada (TAC)
van Eck NJ, Waltman L (2007) VOS: A new method for visualizing similarities between objects. In: Advances in Data Analysis: Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation eV, Freie Universität Berlin, March 8–10, 2006:299–306. Berlin, Heidelberg: Springer Berlin Heidelberg, http://hdl.handle.net/10419/49138
van Eck NJ, Waltman L (2010) Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics 84(2):523–538, DOI: https://doi.org/10.1007/s11192-009-0146-3
Wallace B (2005) Becoming part of the solution: The engineer’s guide to sustainable development. ASCE Publications
Wambeke BW, Liu M, Hsiang SM (2012) Using pajek and centrality analysis to identify a social network of construction trades. Journal of Construction Engineering and Management 138(10):1192–1201, DOI: https://doi.org/10.1061/(ASCE)CO.1943-7862.0000524
Willetts R, Burdon J, Glass J, Frost M (2010) Environmental and sustainability impact assessment of infrastructure in the united kingdom. Transportation Research Record 2158(1):143–150, DOI: https://doi.org/10.3141/2158-18
Wilmot TD, Wilmo S (2003) Strategies for sustainable roads. Publication of ARRB Transport Research, Limited
Woldesenbet A, Jeong HD, Park H (2016) Framework for integrating and assessing highway infrastructure data. Journal of Management in Engineering 32(1):04015028, DOI: https://doi.org/10.1061/(ASCE)ME.1943-5479.0000389
World Bank (2017) Greenhouse Gas Emissions Mitigation in Road Construction and Rehabilitation
Wu S, Ye Q, Li N (2008) Investigation of rheological and fatigue properties of asphalt mixtures containing polyester fibers. Construction and Building Materials 22(10):2111–2115, DOI: https://doi.org/10.1016/j.conbuildmat.2007.07.018
Ye Q, Wu S, Li N (2009) Investigation of the dynamic and fatigue properties of fiber-modified asphalt mixtures. International Journal of Fatigue 31(10):1598–1602, DOI: https://doi.org/10.1016/j.ijfatigue.2009.04.008
Zapata P, Gambatese JA (2005) Energy consumption of asphalt and reinforced concrete pavement materials and construction. Journal of Infrastructure Systems 11(1):9–20, DOI: https://doi.org/10.1061/(ASCE)1076-0342(2005)11:1(9)
Zeiada W, Hamad K, Khalil MA, Hassan LM (2022) Development of green pavement rating system in the UAE. Innovative Infrastructure Solutions 7:1–16, DOI: https://doi.org/10.1007/s41062-021-00658-y
Zhao Y, Goulias D, Peterson D (2021) Recycled asphalt pavement materials in transport pavement infrastructure: Sustainability analysis & metrics. Sustainability 13(14):8071, DOI: https://doi.org/10.3390/su13148071
Zou X, Yue WL, Vu H Le (2018) Visualization and analysis of mapping knowledge domain of road safety studies. Accident Analysis & Prevention 118:131–145, DOI: https://doi.org/10.1016/j.aap.2018.06.010
Acknowledgments
Not Applicable
Author information
Authors and Affiliations
Corresponding author
Electronic Supplementary Material
Rights and permissions
About this article
Cite this article
Rageh, M.O., Gabr, A.R., El-Badawy, S.M. et al. Highway Sustainability Factors: Holistic and Social Network Analyses. KSCE J Civ Eng 27, 4584–4601 (2023). https://doi.org/10.1007/s12205-023-0343-2
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12205-023-0343-2