Introducing the Rapid Earthquake Damage Estimation (RED-E) System for Improved Life Safety Outcomes During Earthquake Early Response in Canada
DOI:
https://doi.org/10.26443/seismica.v4i2.1467Keywords:
earthquake risk, Disaster Risk Reduction, emergency managementAbstract
In the wake of a major earthquake in Canada, responders can expect to encounter critical gaps in situational awareness in the first 48-72 hours that will hamper effective decision-making. To address this challenge, Natural Resources Canada is developing the Rapid Earthquake Damage Estimation (RED-E) system. This modelling system aims to produce maps of structural, human, and economic impacts within tens of minutes of a significant seismic event, similar to the United States Geological Survey's PAGER product but with enhanced details specific to Canada. This paper presents our research on optimizing the RED-E system through the User-Centered Design approach. End-user consultation throughout the development of RED-E will ensure that its outputs are practical and actionable for first responders, emergency managers, and infrastructure operators. Key findings from initial consultations underscore the need for immediate post-earthquake situational awareness, although complete understanding may take days to weeks. End-users expressed a preference for RED-E outputs in diverse formats, with road disruption modelling and secondary hazard assessments being particularly valuable. This study outlines the essential requirements for the outputs of RED-E and documents initial prototypes, showcasing the potential of the system to transform early post-seismic emergency response efforts across Canada, aiding in prioritization and resource allocation until ground-truth data become available.
References
Applied Technology Council. (2019). Post-disaster building safety evaluation guidance (Techreport FEMA P-2055). https://www.fema.gov/sites/default/files/2020-07/fema_p-2055_post-disaster_buildingsafety_evaluation_2019.pdf
Argyle, E. M., Gourley, J. J., Flamig, Z. L., Hansen, T., & Manross, K. (2017). Toward a User-Centered Design of a Weather Forecasting Decision-Support Tool. Bulletin of the American Meteorological Society, 98(2), 373–382. https://doi.org/10.1175/bams-d-16-0031.1
Becken, S., & Hughey, K. F. D. (2013). Linking tourism into emergency management structures to enhance disaster risk reduction. Tourism Management, 36, 77–85. https://doi.org/10.1016/j.tourman.2012.11.006
Bird, D. K., Gisladottir, G., & Dominey-Howes, D. (2010). Volcanic risk and tourism in southern Iceland: Implications for hazard, risk and emergency response education and training. Journal of Volcanology and Geothermal Research, 189(1–2), 33–48. https://doi.org/10.1016/j.jvolgeores.2009.09.020
Cassidy, J. F., Brillon, C., Seywerd, H., Crane, S., Kaya, Y., & Hassani, B. (2024). Canadian strong motion monitoring and data access. 18th World Conference on Earthquake Engineering 2024, Millan, Italy.
Cho, S., Gordon, P., Moore II, J. E., Richardson, H. W., Shinozuka, M., & Chang, S. (2001). Integrating Transportation Network and Regional Economic Models to Estimate the Costs of a Large Urban Earthquake. Journal of Regional Science, 41(1), 39–65. https://doi.org/10.1111/0022-4146.00206
Coburn, A, Spencer, R., & Pomonis, A. (1992). Factors determining human casualty levels in earthquakes: Mortality prediction in building collapse. Proceedings of Earthquake Engineering, Tenth World Conference, 1992 Balkema, Rotterdam, 5989–5994.
Coburn, Andrew, & Spence, R. (2002). Earthquake Risk Modelling. Earthquake Protection, 311–352. https://doi.org/10.1002/0470855185.ch9
Costa, C., Silva, V., & Bazzurro, P. (2017). Assessing the impact of earthquake scenarios in transportation networks: the Portuguese mining factory case study. Bulletin of Earthquake Engineering, 16(3), 1137–1163. https://doi.org/10.1007/s10518-017-0243-2
Crane, S., Seywerd, H., Adams, J., Bird, A., Kolaj, M., & Perry, C. (2023). National Earthquake Early Warning for Canada. Canadian Conference - Pacific Conference on Earthquake Engineering 2023 Vancouver, British Columbia.
de Bruycker, M., Greco, D., Annino, I., Stazi, M. A., de Ruggiero, N., Triassi, M., de Kettenis, Y. P., & Lechat, M. F. (1983). The 1980 earthquake in southern Italy: rescue of trapped victims and mortality. Bulletin of the World Health Organization, 61(6), 1021–1025.
Diederichs, A. (2020). Geodetic methods of mapping earthquake-induced ground deformation and building damage [University of Victoria]. http://hdl.handle.net/1828/12031
Downtown Victoria Business Association. (2023). 2023 Annual report on downtown Victoria. https://downtownvictoria.ca/downtownvictoria.ca/uploads/2023/06/DVBA-Report2023-002.pdf
Emergency Management BC (EMBC). (2022). The Provincial Earthquake Immediate Response Strategy (PEIRS). https://www2.gov.bc.ca/assets/gov/public-safety-and-emergency-services/emergency-preparedness-response-recovery/embc/plans/peirs.pdf
Erdik, M., Şeşetyan, K., Demircioğlu, M. B., Hancılar, U., & Zülfikar, C. (2011). Rapid earthquake loss assessment after damaging earthquakes. Soil Dynamics and Earthquake Engineering, 31(2), 247–266. https://doi.org/10.1016/j.soildyn.2010.03.009
Fallou, L., Bossu, R., Landès, M., Roch, J., Roussel, F., Steed, R., & Julien-Laferrière, S. (2020). Citizen Seismology Without Seismologists? Lessons Learned From Mayotte Leading to Improved Collaboration. Frontiers in Communication, 5. https://doi.org/10.3389/fcomm.2020.00049
Flanagan, B. E., Gregory, E. W., Hallisey, E. J., Heitgerd, J. L., & Lewis, B. (2011). A Social Vulnerability Index for Disaster Management. Journal of Homeland Security and Emergency Management, 8(1). https://doi.org/10.2202/1547-7355.1792
Goda, K., Wilhelm, K., & Ren, J. (2020). Relationships between earthquake insurance take-up rates and seismic risk indicators for Canadian households. International Journal of Disaster Risk Reduction, 50, 101754. https://doi.org/10.1016/j.ijdrr.2020.101754
Grünthal, G. (1998). EMS-98 (European Macroseismic Scale). The ESC Working Group. https://www.gfz-potsdam.de/en/section/seismic-hazard-and-risk-dynamics/data-products-services/ems-98-european-macroseismic-scale
Guérin-Marthe, S., Gehl, P., Negulescu, C., Auclair, S., & Fayjaloun, R. (2021). Rapid earthquake response: The state-of-the art and recommendations with a focus on European systems. International Journal of Disaster Risk Reduction, 52, 101958. https://doi.org/10.1016/j.ijdrr.2020.101958
Harrichhausen, N., Morell, K. D., Regalla, C., Bennett, S. E. K., Leonard, L. J., Lynch, E. M., & Nissen, E. (2021). Paleoseismic Trenching Reveals Late Quaternary Kinematics of the Leech River Fault: Implications for Forearc Strain Accumulation in Northern Cascadia. Bulletin of the Seismological Society of America, 111(2), 1110–1138. https://doi.org/10.1785/0120200204
Hobbs, T. E., Journeay, J. M., Rao, A. S., Kolaj, M., Martins, L., LeSueur, P., Simionato, M., Silva, V., Pagani, M., Johnson, K., Rotheram, D., & Chow, W. (2023). A national seismic risk model for Canada: Methodology and scientific basis. Earthquake Spectra, 39(3), 1410–1434. https://doi.org/10.1177/87552930231173446
Hobbs, T. E., LeSueur, P., & Journeay, J. M. (2023). Characterizing seismic risk across Canada. Canadian Conference - Pacific Conference on Earthquake Engineering 2023 Vancouver, British Columbia.
Hobbs, T., Kaya, Y., Journeay, M., Singh, G., Bird, A., Cassidy, J., van Ulden, J., & Rotheram, D. (2020). Improving Situational Awareness During Early Earthquake Response Using Existing Seismic Risk Models to Rapidly Estimate Damage. https://doi.org/10.1002/essoar.10504844.2
Interaction Design Foundation. (2016). User Centered Design. Interaction Design Foundation - IxDF. https://www.interaction-design.org/literature/topics/user-centered-design#4_phases_in_user-centered_design-2
Jaiswal, K. S., Wald, D. J., Earle, P. S., Porter, K. A., & Hearne, M. (2010). Earthquake Casualty Models Within the USGS Prompt Assessment of Global Earthquakes for Response (PAGER) System. In Human Casualties in Earthquakes (pp. 83–94). Springer Netherlands. https://doi.org/10.1007/978-90-481-9455-1_6
Joslyn, S., & Savelli, S. (2010). Communicating forecast uncertainty: public perception of weather forecast uncertainty. Meteorological Applications, 17(2), 180–195. https://doi.org/10.1002/met.190
Journeay, M., Yip, J. Z. K., Wagner, C. L., LeSueur, P., & Hobbs, T. (2022). Social vulnerability to natural hazards in Canada. Natural Resources Canada/CMSS/Information Management. https://doi.org/10.4095/330295
Karjack, S., Brudzinski, M. R., & Shipley, T. F. (2022). Assessment of the General Public’s Understanding of Rapidly Produced Earthquake Information Products ShakeMap and PAGER. Seismological Research Letters, 93(5), 2891–2905. https://doi.org/10.1785/0220210318
Lamontagne, M., & Flynn, B. W. (2014). Communications in the Aftermath of a Major Earthquake: Bringing Science to Citizens to Promote Recovery. Seismological Research Letters, 85(2), 561–565. https://doi.org/10.1785/0220130118
Lamontagne, M., Halchuk, S., Cassidy, J. F., & Rogers, G. C. (2007). Significant Canadian earthquakes 1600-2006. Natural Resources Canada/CMSS/Information Management. https://doi.org/10.4095/224164
Ljunggren, D. (2023). Canada wildfire: all 20,000 Yellowknife residents evacuating. https://www.reuters.com/world/americas/canada-wildfires-crews-battle-stop-blaze-yellowknife-evacuates-2023-08-17/
Loos, S., Karr, M., Macías, M., Knodel, E., Wald, D., Ludwig, K., Peek, L., & Lee, P. (2024). Publicly available yet not fully accessible: strategies for sharing post-earthquake loss information, Proceedings of the 18th World Conference on Earthquake Engineering 2024. 30th June–5th July, Milan, Italy. In Proceedings of the 18th World Conference on Earthquake Engineering 2024. 30th June–5th July, Milan, Italy.
Lorelei, J. (2006). Addressing social vulnerability to hazards. Disaster Safety Review, 4(2).
Macías, M., Sabine, L., & Elizabeth, R. (2023). Designing earthquake scenario exercises to evaluate actionable earthquake impact products [Poster]. Publisher: Colorado School of Mines Graduate Research Symposium.
Mauneau, E. (2023). Victoria sees record number of cruise passengers in 2023, despite fewer ships. In CHEK. https://www.cheknews.ca/victoria-sees-record-number-of-cruise-passengers-in-2023-despite-fewer-ships-1174565/
Mohd Daud, S. M. S., Mohd Yusof, M. Y. P., Heo, C. C., Khoo, L. S., Chainchel Singh, M. K., Mahmood, M. S., & Nawawi, H. (2022). Applications of drone in disaster management: A scoping review. Science & Justice, 62(1), 30–42. https://doi.org/10.1016/j.scijus.2021.11.002
Morell, K. D., Regalla, C., Amos, C., Bennett, S., Leonard, L., Graham, A., Reedy, T., Levson, V., & Telka, A. (2018). Holocene Surface Rupture History of an Active Forearc Fault Redefines Seismic Hazard in Southwestern British Columbia, Canada. Geophysical Research Letters, 45(21). https://doi.org/10.1029/2018gl078711
Noji, E. K., Kelen, G. D., Armenian, H. K., Oganessian, A., Jones, N. P., & Sivertson, K. T. (1990). The 1988 earthquake in Soviet Armenia: A case study. Annals of Emergency Medicine, 19(8), 891–897. https://doi.org/10.1016/s0196-0644(05)81563-x
Norwell, J. (2023). Living in Merritt is like living on an active volcano, says city manager, as concerns loom over flood risk. https://www.cbc.ca/news/canada/british-columbia/lytton-flood-risk-frustration-1.7031873
Ontario Ministry of Municipal Affairs and Housing. (2018). Guidelines to apply for Disaster Recovery Assistance for Ontarians (DRAO). https://www.ontario.ca/document/guidelines-apply-disaster-recovery-assistance-ontarians-drao/1-introduction-program-guide#section-0
Pagani, M., Monelli, D., Weatherill, G., Danciu, L., Crowley, H., Silva, V., Henshaw, P., Butler, L., Nastasi, M., Panzeri, L., Simionato, M., & Vigano, D. (2014). OpenQuake Engine: An Open Hazard (and Risk) Software for the Global Earthquake Model. Seismological Research Letters, 85(3), 692–702. https://doi.org/10.1785/0220130087
Patchett, M. (2024). Characterization of end-user needs to optimize the development of the Rapid Earthquake Damage Estimation (RED-E) system in Canada [University of Victoria]. https://hdl.handle.net/1828/16441
Poudel, A., Pitilakis, K., Silva, V., & Rao, A. (2023). Infrastructure seismic risk assessment: an overview and integration to contemporary open tool towards global usage. Bulletin of Earthquake Engineering, 21(9), 4237–4262. https://doi.org/10.1007/s10518-023-01693-z
Public Safety Canada. (2016). Canadian Disaster Database. https://cdd.publicsafety.gc.ca/dtprnt-eng.aspx?cultureCode=en-Ca&eventTypes=%27WF%27&normalizedCostYear=1&dynamic=false&eventId=1135
Saku, J. C. (1999). Aboriginal census data in Canada: a research note. Canadian Journal of Native Studies, 19(2).
Schneider, M., McDowell, M., Guttorp, P., Steel, E. A., & Fleischhut, N. (2022). Effective uncertainty visualization for aftershock forecast maps. Natural Hazards and Earth System Sciences, 22(4). https://doi.org/10.5194/nhess-22-1499-2022
Smylie, J., & Firestone, M. (2015). Back to the basics: Identifying and addressing underlying challenges in achieving high quality and relevant health statistics for Indigenous populations in Canada. Statistical Journal of the IAOS, 31(1), 67–87. https://doi.org/10.3233/sji-150864
Stevens, J. (2015). Bivariate Choropleth Maps: A How-to Guide. https://www.joshuastevens.net/cartography/make-a-bivariate-choropleth-map/
Tierney, K. J., & Goltz, J. D. (1997). Emergency response lessons learned from the Kobe. University of Delaware Disaster Research Center, Preliminary Paper.
Transport Canada. (2019). Knowledge requirements for pilots of remotely piloted aircraft systems 250 g up to and including 25 kg, operating within Visual Line-of-Sight (VLOS) - TP 15263. https://tc.canada.ca/en/aviation/publications/knowledge-requirements-pilots-remotely-piloted-aircraft-systems-250-g-including-25-kg-operating-within-visual-line-sight-vlos-tp-15263
Transport Canada. (2021). Where to fly your drone. https://tc.canada.ca/en/aviation/drone-safety/learn-rules-you-fly-your-drone/where-fly-your-drone
Trevethan, S. (2019). Strengthening the availabiligy of First Nations data. https://www.afn.ca/wp-content/uploads/2019/05/NCR-11176060-v1-STRENGTHENING%5C_THE%5C_AVAILABILITY%5C_OF%5C_FIRST%5C_NATIONS%5C_DATA-MAR%5C_25%5C_2019-FINAL%5C_E.pdf
Turner, L. L., Wald, D., & Lin, K.-W. (2009). A ShakeCast User’s Observations on the Benefits of Situational Awareness for Seismic Risk Management. Improving the Seismic Performance of Existing Buildings and Other Structures, 1235–1240. https://doi.org/10.1061/41084(364)113
Twomlow, A., Grainger, S., Cieslik, K., Paul, J. D., & Buytaert, W. (2022). A user-centred design framework for disaster risk visualisation. International Journal of Disaster Risk Reduction, 77, 103067. https://doi.org/10.1016/j.ijdrr.2022.103067
Wald, D., Earle, P., Allen, T., Jaiswal, K., Porter, K., & Hearne, M. (2008). Development of the US Geological Survey’s PAGER system (Prompt Assessment of Global Earthquakes for Response). The 14th World Conference on Earthquake Engineering: October 12-17, 2008, Beijing, China, 1–8.
Wald, D. J., Jaiswal, K. S., Marano, K. D., & Bausch, D. (2011). Earthquake Impact Scale. Natural Hazards Review, 12(3), 125–139. https://doi.org/10.1061/(asce)nh.1527-6996.0000040
Wald, David J., Seligson, H. A., Rozelle, J., Burns, J., Marano, K., Jaiswal, K. S., Hearne, M., & Bausch, D. (2020). A domestic earthquake impact alert protocol based on the combined USGS PAGER and FEMA Hazus loss estimation systems. Earthquake Spectra, 36(1), 164–182. https://doi.org/10.1177/8755293019878187
Wald, D.J., Jaiswal, K., Marano, K. D., Bausch, D., & Hearne, M. (2010). PAGER–Rapid assessment of an earthquakes impact [Fact Sheet]. US Geological Survey. https://doi.org/10.3133/fs20103036
Wyss, M. (2017). Report estimated quake death tolls to save lives. Nature, 545(7653), 151–153. https://doi.org/10.1038/545151a
Yilmaz, C., Silva, V., & Weatherill, G. (2021). Probabilistic framework for regional loss assessment due to earthquake-induced liquefaction including epistemic uncertainty. Soil Dynamics and Earthquake Engineering, 141, 106493. https://doi.org/10.1016/j.soildyn.2020.106493
