Insights Gained from Weather Extremes and Health Crises in Strengthening Mass Transit Durability
Authors
DOI:
https://doi.org/10.55121/tdr.v4i1.1072Abstract
Mobility networks worldwide face escalating challenges from climate-induced environmental shifts and major disruptions such as the global COVID-19 pandemic. This scoping review investigates the resilience of public transport systems through a structured 4R framework—robustness (strength), redundancy (alternatives), resourcefulness (ingenuity), and rapidity (speed). The analysis draws on four diverse regional cases from Britain, Southern Africa, Central America, and North America to provide comparative insights. The article reveals that weather-related interruptions, including floods, storms, and extreme temperatures, predominantly expose structural weaknesses in infrastructure and place significant strain on administrative and operational capacities. In contrast, pandemic-related disruptions primarily test the adaptability and functional agility of transport services, highlighting the need for flexible operational models and rapid response capabilities. Key findings underscore the critical role of effective early warning and alert mechanisms in mitigating risks. Sustained investment in resilient infrastructure has proven valuable, as demonstrated by proactive approaches in Britain and Central America. Conversely, chronic under-maintenance and funding shortages have severely undermined system performance, particularly in Southern Africa. The study proposes practical strategies to enhance resilience, emphasizing the development of integrated and diversified mobility networks that combine public transport with active and shared modes. It also stresses the importance of strengthening inter-agency collaboration, governance structures, and preparedness planning to better equip transport systems for futur uncertainties.
Keywords
Environmental Shifts, Health Outbreak, Communal Transit, DurabilityReferences
[1] Srikanth, S., Kanimozhee, S., Ramireddy, S., 2023. Modelling of pre and post COVID-19 impact on employee's mode choice behavior. Innovative Infrastructure Solutions. 8(1), 11. DOI: https://doi.org/10.1007/s41062-022-00990-x
[2] National Academies of Sciences, Engineering, and Medicine, 2017. Improving the Resilience of Transit Systems Threatened by Natural Disasters, Volume 3: Literature Review and Case Studies. The National Academies Press: Washington, DC, USA.
[3] American Public Transportation Association, n.d. Ridership Data Archives. Available from: https://www.apta.com/news-research/public-transit-statistics/ridership-data/archives/ (cited 13 May 2025).
[4] American Public Transportation Association, 2021. On the horizon: Planning for post-pandemic travel. Available from: https://www.apta.com/review-technical-resources/review-reports/on-the-horizon-planning-for-post-pandemic-travel (cited 10 June 2025).
[5] Angell, C., Potoglou, D., 2022. An insight into the impacts of COVID-19 on work-related travel behaviours in the Cardiff Capital Region and following the UK's first national lockdown. Cities. 124, 103602. DOI: https://doi.org/10.1016/j.cities.2022.103602
[6] Arana, P., Cabezudo, S., Peñalba, M., 2014. Influence of weather conditions on transit ridership: A statistical study using data from smartcards. Transportation Research Part A: Policy and Practice. 59, 1–12. DOI: https://doi.org/10.1016/j.tra.2013.10.019
[7] Pan, S., Yan, H., He, J., et al., 2021. Vulnerability and resilience of transportation systems: A recent literature review. Physica A: Statistical Mechanics and Its Applications. 581, 126235. DOI: https://doi.org/10.1016/j.physa.2021.126235
[8] Aydin, N.Y., Duzgun, H.S., Wenzel, F., et al., 2018. Integration of stress testing with graph theory to assess the resilience of urban road networks under seismic hazards. Natural Hazards. 91, 37–68. DOI: https://doi.org/10.1007/s11069-017-3112-z
[9] Beldarrain, G.G., Carvajal Ortega, C.A., Baan, A., et al., 2022. Framing resilience in public transportation systems, inspired by biomimicry. In Proceedings of the Design Research Society 2022 (DRS2022), Bilbao, Spain, 25 June–3 July 2022. DOI: https://doi.org/10.21606/drs.2022.323
[10] Bo, K., Teng, J., Zhang, C., et al., 2021. Commuting in the storm: Adaptation of transit riders and measures for transit operator—A case in Shanghai. Journal of Advanced Transportation. 2021(1), 6622461. DOI: https://doi.org/10.1155/2021/6622461
[11] Böcker, L., Uteng, T.P., Liu, C., et al., 2019. Weather and daily mobility in international perspective: A cross-comparison of Dutch, Norwegian and Swedish city regions. Transportation Research Part D: Transport and Environment. 77, 491–505. DOI: https://doi.org/10.1016/j.trd.2019.07.012
[12] Briginshaw, S., 2024. Mexican president confirms passenger rail revival. Available from: https://www.railjournal.com/passenger/main-line/mexican-president-confirms-passenger-rail-revival (cited 21 May 2025).
[13] Bruneau, M., Chang, S.E., Eguchi, R.T., et al., 2003. A framework to quantitatively assess and enhance the seismic resilience of communities. Earthquake Spectra. 19(4), 733–752. DOI: https://doi.org/10.1193/1.1623497
[14] Burchart-Korol, D., Folęga, P., 2019. Impact of road transport means on climate change and human health in Poland. Promet – Traffic & Transportation. 31(2), 195–204. DOI: https://doi.org/10.7307/ptt.v31i2.3074
[15] Buthelezi, L., 2022. After record KZN flood claims, Santam is working with municipalities to prevent future disasters. Available from: https://www.news24.com/business/companies/after-record-kzn-flood-claims-santam-is-working-with-municipalities-to-prevent-future-disasters-20220902 (cited 23 August 2025).
[16] Calder, S., 2023. Storm Babet travel advice: How the extreme weather is affecting trains, flights and ferry services. Available from: https://www.independent.co.uk/travel/news-and-advice/storm-babet-trains-travel-roads-latest-b2432395.html (cited 11 July 2025).
[17] Calnek-Sugin, T., Heeckt, C., 2020. Mobility for the masses: The essential role of informal transport in the COVID-19 recovery. Available from: https://www.lse.ac.uk/cities/publications/blogs/mobility-for-the-masses (cited 1 June 2025).
[18] Enoch, B., 2022. Durban residents repair flood damage, give up on government. Available from: https://groundup.org.za/article/durban-residents-repair-flood-damage-give-up-on-government (cited 4 July 2025).
[19] Chen, R., Shalaby, A., Silva, D.D., 2024. Trends in Toronto's subway ridership recovery: An exploratory analysis of Wi-Fi records. Transportation Research Record. 2678(11), 1156–1176. DOI: https://doi.org/10.1177/03611981241242775
[20] Colorado Department of Transportation, n.d. 4R Framework for Identifying and Evaluating Resiliency in Transportation System Assets and Organizations. Available from: https://www.codot.gov/programs/planning/assets/risk-and-resiliency/4r-framework-remediated.pdf (cited 17 July 2025).
[21] Kwazulu-Natal Province, 2023. Reflecting on the April/May 2022 KZN floods: One year later. Available from: https://www.kznedtea.gov.za/documents/Floods%20Article-Modified.pdf (cited 11 August 2025).
[22] Department of Planning, Monitoring and Evaluation, 2023. Rapid Assessment of the Government's Intervention on the April 2022 Flood Disaster in KwaZulu-Natal, Eastern Cape and North West. Department of Planning, Monitoring and Evaluation: Pretoria, South Africa. Available from: https://www.dpme.gov.za/keyfocusareas/evaluationsSite/Evaluation%20Reports/2.4%20Final%20Report%20on%20Rapid%20Assessment%20of%20Flood%20Disaster%20Interventions.pdf
[23] Suffolk County Council, 2023. An update following Storm Babet. Available from: https://sweffling-pc.gov.uk/assets/Sweffling-Parish-Council/East-Suffolk-D-C-Reports/Storm-Babet-briefing-Framlingham-FINAL-1.pdf (cited 7 July 2025).
[24] English, E., 2023. Seven roads in East Cork damaged by Storm Babet blocked by padlocked gates. Available from: https://www.irishexaminer.com/news/munster/arid-41294434.html (cited 18 July 2025).
[25] Chan, R., Schofer, J.L., 2015. Measuring transportation system resilience: Response of rail transit to weather disruptions. Natural Hazards Review. 17(1), 05015004. DOI: https://doi.org/10.1061/(ASCE)NH.1527-6996.0000200
[26] Environment Agency, 2023. Nearly 100,000 properties protected from flooding during Storm Babet, but threat remains. Available from: https://www.gov.uk/government/news/rolling-news-story-flooding-from-storm-babet (cited 22 June 2025).
[27] Federal Transit Administration, 2024. Effects of the COVID-19 pandemic on transit ridership and accessibility. Federal Transit Administration: Washington, DC, USA. Available from: https://www.transit.dot.gov/sites/fta.dot.gov/files/2024-08/FTA-Report-0268-Effects-of-the-COVID-19-Pandemic-on-Transit-Ridership-and-Accessibility.pdf
[28] BBC, 2023. Flood-hit residents 'won't be home for Christmas'. Available from: https://www.bbc.com/news/uk-scotland-67186878 (cited 23 July 2025).
[29] Fraser, A.M., Chester, M.V., 2017. Transit planning and climate change: Reducing rider's vulnerability to heat. In Proceedings of the International Conference on Sustainable Infrastructure 2017, New York, NY, USA, 26–28 October 2017; pp. 456–464. DOI: https://doi.org/10.1061/9780784481202.043
[30] Freckleton, D., Heaslip, K., Louisell, W., et al., 2012. Evaluation of resiliency of transportation networks after disasters. Transportation Research Record. 2284(1), 109–116. DOI: https://doi.org/10.3141/2284-13
[31] Gonçalves, L., Ribeiro, P., 2020. Resilience of urban transportation systems. Concept, characteristics, and methods. Journal of Transport Geography. 85, 102727. DOI: https://doi.org/10.1016/j.jtrangeo.2020.102727
[32] Haggag, M., Siam, A.S., El-Dakhakhni, W., et al., 2021. A deep learning model for predicting climate-induced disasters. Natural Hazards. 107, 1009–1034. DOI: https://doi.org/10.1007/s11069-021-04620-0
[33] Jing, J., 2021. Post-Sandy flood resiliency in NYC: How to prevent subway systems from increasing storm surges. Brown University: Providence, RI, USA.
[34] Hattingh, M., 2022. What did cause the April KZN floods? Water Wheel. 21(4), 24–27.
[35] Holling, C.S., 1973. Resilience and stability of ecological systems. Annual Review of Ecology and Systematics. 4, 1–23. DOI: https://doi.org/10.1146/annurev.es.04.110173.000245
[36] Hughes, J.F., Healy, K., 2014. Measuring the Resilience of Transport Infrastructure. NZ Transport Agency: Wellington, New Zealand.
[37] Imran, M., Cheyne, C., Harold, H., 2014. Measuring Transport Resilience: A Manawatu-Wanganui Region Case Study. Resource and Environmental Planning, Massey University: Palmerston North, New Zealand. Available from: https://mro.massey.ac.nz/items/7f0e3154-cd67-41c1-b879-bdd3790dc561
[38] Internet Geography, 2023. Storm Babet case study. Available from: https://www.internetgeography.net/storm-babet-case-study (cited 11 July 2025).
[39] Jenelius, E., Cats, O., 2015. The value of new public transport links for network robustness and redundancy. Transportmetrica A: Transport Science. 11(9), 819–835. DOI: https://doi.org/10.1080/23249935.2015.1087232
[40] Ji, T., Yao, Y., Dou, Y., et al., 2022. The impact of climate change on urban transportation resilience to compound extreme events. Sustainability. 14(7), 3880. DOI: https://doi.org/10.3390/su14073880
[41] Haines, A., 2020. Resilience of Rail Infrastructure: Interim Report to the Secretary of State for Transport Following the Derailment at Carmont, Near Stonehaven. Available from: https://assets.publishing.service.gov.uk/media/5f9162add3bf7f35ecfe89e1/resilience-of-rail-infrastructure-interim-report.pdf (cited 23 July 2025).
[42] Kafalenos, R.S., Leonard, K.J., Beagan, D., et al., 2008. What are the implications of climate change and variability for Gulf Coast transportation? In: Savonis, M.J., Burkett, V.R., Potter, J.R. (Eds.). Impacts of Climate Change and Variability on Transportation Systems and Infrastructure: Gulf Coast Study, Phase I. U.S. Climate Change Science Program: Washington, DC, USA. pp. 1–63.
[43] Kermanshachi, S., Li, J., Jahan Nipa, T., 2021. Development of a multi-level dynamic model to measure the resilience level of transportation infrastructure networks. Transportation Consortium of South-Central States: Baton Rouge, LA, USA. Available from: https://repository.lsu.edu/transet_pubs/133
[44] Kim, K., Francis, O., Yamashita, E., 2018. Learning to build resilience into transportation systems. Transportation Research Record. 2672(1), 30–42. DOI: https://doi.org/10.1177/0361198118786622
[45] KITE Projects, 2023. Back on track: How Network Rail restored the railway after storms Babet & Ciarán tore through the UK. Available from: https://www.kite-projects.co.uk/post/back-on-track-how-network-rail-restored-the-railway-after-storms-babet-ciarán-tore-through-the-uk
[46] Lee, S., Kim, J., Cho, K., 2024. Temporal dynamics of public transportation ridership in Seoul before, during, and after COVID-19 from urban resilience perspective. Scientific Reports. 14(1), 8981. DOI: https://doi.org/10.1038/s41598-024-59323-w
[47] Leobons, C.M., Gouvêa Campos, V.B., de Mello Bandeira, R.A., 2019. Assessing urban transportation systems resilience: A proposal of indicators. Transportation Research Procedia. 37, 322–329. DOI: https://doi.org/10.1016/j.trpro.2018.12.199
[48] de Souza Lima, G.C.L., de Carvalho, G.S.D., Figueiredo, M.Z., 2020. Incomplete contracts for bus service during the COVID-19 pandemic. Revista de Administração Pública. 54, 994–1009. DOI: https://doi.org/10.1590/0034-761220200292 (in Portuguese)
[49] Los Angeles County Metropolitan Transit Authority, 2015. Resiliency Indicator Framework. Los Los Angeles County Metropolitan Transit Authority: Los Angeles, CA, USA. Available from: http://media.metro.net/projects_studies/sustainability/images/resiliency_indicator_framework.pdf
[50] Magubane, T., 2023. eThekwini highlights repair, rebuilding work done one year after April floods. Available from: https://www.iol.co.za/mercury/news/ethekwini-highlights-repair-rebuilding-work-done-one-year-after-april-floods-14a6915f-78eb-443e-89ef-37d033e00e9f (cited 11 July 2025).
[51] National Academies of Sciences, Engineering, and Medicine, 2024. Incorporating Resilience into Transportation Networks. The National Academies Press: Washington, DC, USA. DOI: https://doi.org/10.17226/27919
[52] Mepparambath, R.M., Huynh, H.N., Oon, J., et al., 2023. The impact of COVID-19 pandemic on the fundamental urban mobility theories using transit data from Singapore. Transportation Research Interdisciplinary Perspectives. 21, 100883. DOI: https://doi.org/10.1016/j.trip.2023.100883
[53] Monama, T., 2022. Flood costs revised from R950 billion to R17 billion—but KZN government says was 'honest error.' Available from: https://www.news24.com/news24/southafrica/news/flood-costs-revised-from-r950-billion-to-r17-billion-but-kzn-government-says-was-honest-error-20220425 (cited 11 July 2025).
[54] Stefani, F., 2023. Storm Babet prompts closure of train lines across the Highlands tomorrow and Friday. Available from: https://www.johnogroat-journal.co.uk/news/storm-babet-prompts-closure-of-train-lines-across-the-highla-330013 (cited 11 June 2025).
[55] Murray-Tuite, P.M., 2006. A comparison of transportation network resilience under simulated system optimum and user equilibrium conditions. In Proceedings of the 2006 Winter Simulation Conference, Monterey, CA, USA, 3–6 December 2006; pp. 1398–1405. DOI: https://doi.org/10.1109/WSC.2006.323240
[56] Maluleke, T., 2022. First Special Report on Flood Relief Funds. Auditor-General South Africa: Pretoria, South Africa. Available from: https://www.agsareports.co.za/wp-content/uploads/2022/09/First-special-report-on-flood-relief-funds-2022-1.pdf
[57] National Academies of Sciences, Engineering, and Medicine, 2024. Sustaining Zero-Fare Public Transit in a Post COVID-19 World: A Guide for State DOTs. The National Academies Press: Washington, DC, USA.
[58] West Bridgford Wire, 2025. Nottinghamshire: Highways update shows record £66m investment and 25,000 pothole repairs in first half year. Available from: https://westbridgfordwire.com/nottinghamshire-highways-update-shows-25000-potholes-repairs-in-first-half-year (cited 17 July 2025).
[59] Omer, M., Mostashari, A., Lindemann, U., 2014. Resilience analysis of soft infrastructure systems. Procedia Computer Science. 28, 565–574. DOI: https://doi.org/10.1016/j.procs.2014.03.069
[60] Arkell, B.P., Darch, G.J.C., 2006. Impact of climate change on London's transport network. Proceedings of the Institution of Civil Engineers – Municipal Engineer. 159(4), 231–237. DOI: https://doi.org/10.1680/muen.2006.159.4.231
[61] Pregnolato, M., Dawson, D.A., 2018. Adaptation investments for transport resilience: Trends and recommendations. International Journal of Safety and Security Engineering. 8(4), 515–527. DOI: https://doi.org/10.2495/SAFE-V8-N4-515-527
[62] Jain, A., Babu, A., 2025. Urban green spaces and their indispensable necessity in the context of cities experiencing rapid urbanization in India: An analysis of current trends and future implications. International Journal of Environmental Pollution and Environmental Modelling. 8(2), 122–134.
[63] Revi, A., Satterthwaite, D., Aragón-Durand, F., et al., 2014. Towards transformative adaptation in cities: The IPCC's Fifth Assessment. Environment & Urbanization. 26(1), 11–28. DOI: https://doi.org/10.1177/0956247814523539
[64] Rogers, D., Tsirkunov, V., 2010. Global Assessment Report on Disaster Risk Reduction: Costs and Benefits of Early Warning Systems. World Bank: Washington, DC, USA.
[65] Intergovernmental Panel on Climate Change (IPCC), 2023. Climate Change 2023 Synthesis Report. IPCC: Geneva, Switzerland. Available from: https://www.ipcc.ch/report/ar6/syr/downloads/report/IPCC_AR6_SYR_LongerReport.pdf
[66] Jain, A., Garg, C., 2025. Overcoming the barriers of sustainable urban development: An examination of urban morphology and transportation systems. Journal of Transportation Systems. 10(3), 1–12.
[67] Satterthwaite, D., Archer, D., Colenbrander, S., et al., 2020. Building resilience to climate change in informal settlements. One Earth. 2(2), 143–156. DOI: https://doi.org/10.1016/j.oneear.2020.02.002
[68] Serulle, N.U., 2011. Transportation network resiliency: A fuzzy systems approach. Utah State University: Logan, UT, USA.
[69] Shang, W.-L., Lv, Z., 2023. Low carbon technology for carbon neutrality in sustainable cities: A survey. Sustainable Cities and Society. 92, 104489. DOI: https://doi.org/10.1016/j.scs.2023.104489
[70] Acierto, J.M.L., Quilla, S.M.H., Valencia, B.J.N., et al., 2023. Comparative study on Urban Transport and the Environment (CUTE) framework as strategy for the reduction of carbon dioxide emissions of road vehicles at Zapote Street. Planning Malaysia. 21(28). DOI: https://doi.org/10.21837/pm.v21i28.1311
[71] Mudefi, E., 2023. Disaster management 'deeds' in the context of April 2022 KwaZulu-Natal floods: A scoping review. International Journal of Disaster Risk Reduction. 98, 104122. DOI: https://doi.org/10.1016/j.ijdrr.2023.104122
[72] Ivarsson, E., Stokenberga, A., Fulponi, J.I., 2023. The COVID-19 Mark on Urban Mobility: A Tale of Two Cities’ Journey to Recovery. World Bank: Washington, DC, USA. DOI: https://doi.org/10.1596/1813-9450-10484
[73] Suffolk County Council, 2023. 4.7 million litres of water and 8,412 drains cleared since Storm Babet battered Suffolk one month ago. Available from: https://www.suffolk.gov.uk/council-and-democracy/council-news/4.7-million-litres-of-water-and-8412-drains-cleared-since-storm-babet-battered-suffolk-one-month-ago (cited 8 July 2025).
[74] Sun, W., Bocchini, P., Davison, B.D., 2020. Resilience metrics and measurement methods for transportation infrastructure: The state of the art. Sustainable and Resilient Infrastructure. 5(3), 168–199. DOI: https://doi.org/10.1080/23789689.2018.1448663
[75] Yates, T., 2023. Project Spotlight: Boosting UK infrastructure resilience against climate change. Available from: https://www.ukcric.com/outputs/project-spotlight-boosting-uk-infrastructure-resilience-against-climate-change/ (cited 21 July 2025).
[76] Tao, S., Corcoran, J., Rowe, F., et al., 2018. To travel or not to travel: 'Weather' is the question. Modelling the effect of local weather conditions on bus ridership. Transportation Research Part C: Emerging Technologies. 86, 147–167. DOI: https://doi.org/10.1016/j.trc.2017.11.005
[77] Testa, A.C., Furtado, M.N., Alipour, A., 2015. Resilience of coastal transportation networks faced with extreme climatic events. Transportation Research Record. 2532(1), 29–36. DOI: https://doi.org/10.3141/2532-04
[78] United States Environmental Protection Agency, 2025. Transportation, Air Pollution and Climate Change. Available from: https://www.epa.gov/transportation-air-pollution-and-climate-change (cited 11 July 2025).
[79] Thoithi, W., Blamey, R.C., Reason, C.J., 2022. April 2022 floods over East Coast South Africa: Interactions between a mesoscale convective system and a coastal meso-low. Atmosphere. 14(1), 78. DOI: https://doi.org/10.3390/atmos14010078
[80] Tierney, K., Bruneau, M., 2007. Conceptualizing and measuring resilience: A key to disaster loss reduction. Available from: https://onlinepubs.trb.org/onlinepubs/trnews/trnews250_p14-17.pdf (cited 11 July 2025).
[81] Tonn, G., Czajkowski, J., Kunreuther, H., et al., 2020. Measuring transportation infrastructure resilience: Case study with Amtrak. Journal of Infrastructure Systems. 26(1), 05020001. DOI: https://doi.org/10.1061/(ASCE)IS.1943-555X.0000526
[82] Tori, S., de Séjournet, A., Macharis, C., 2023. Reactions of the public transport sector to the COVID-19 pandemic. Insights from Belgium. Travel Behaviour and Society. 31, 244–253. DOI: https://doi.org/10.1016/j.tbs.2023.01.001
[83] Tabassum, N., Kalantari, H.A., Kaniewska, J., et al., 2024. Ways of increasing transit ridership—lessons learned from successful transit agencies. Case Studies on Transport Policy. 19, 101362. DOI: https://doi.org/10.1016/j.cstp.2024.101362
[84] Ward, S., 2023. Roads reopen after Storm Babet as £32,000 raised to help Brechin. Available from: https://www.standard.co.uk/news/environment/roads-dundee-aberdeenshire-scotland-gofundme-b1115611.html (cited 21 July 2025).
[85] Zorgati, I., Zorgati, H., Zaabi, E., 2021. Public transportation and service quality management during the COVID-19 outbreak: A case study of Tunisia. Problems and Perspectives in Management. 19(3), 298–308. DOI: https://doi.org/10.21511/ppm.19(3).2021.24
[86] Welle, B., Kustar, A., Tun, T.H., et al., 2023. Post-pandemic, public transport needs to get back on track to meet global climate goals. Available from: https://thecityfix.com/blog/post-pandemic-public-transport-needs-to-get-back-on-track-to-meet-global-climate-goals (cited 22 July 2025).
[87] World Bank, 2024. Mexico Green & Resilient Transport: Urban Public Transport. World Bank: Washington, DC, USA. Available from: https://documents1.worldbank.org/curated/en/099062424183033037/pdf/P1772791af9eca0aa19fbd1948f0ead32a5.pdf (cited 7 July 2025).
[88] Wu, J., Liao, H., 2020. Weather, travel mode choice, and impacts on subway ridership in Beijing. Transportation Research Part A: Policy and Practice. 135, 264–279. DOI: https://doi.org/10.1016/j.tra.2020.03.020
[89] Xia, Y., Van Ommeren, J.N., Rietveld, P., et al., 2013. Railway infrastructure disturbances and train operator performance: The role of weather. Transportation Research Part D: Transport and Environment. 18, 97–102. DOI: https://doi.org/10.1016/j.trd.2012.09.008
[90] Zhou, Y., Wang, J., Yang, H., 2019. Resilience of transportation systems: Concepts and comprehensive review. IEEE Transactions on Intelligent Transportation Systems. 20(12), 4262–4276. DOI: https://doi.org/10.1109/TITS.2018.2883766
[91] Watt, E., 2024. Are seismometers valuable instrumentation for monitoring weather events? A Northeast and Central Scotland case study. The Elphinstone Review. 10(1), 88–117.
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