Leveraging Hazard, Exposure, and Social Vulnerability Data to Assess Flood Risk to Indigenous Communities in Canada
Liton Chakraborty , Jason Thistlethwaite , Andrea Minano , Daniel Henstra , Daniel Scott
International Journal of Disaster Risk Science ›› 2021, Vol. 12 ›› Issue (6) : 821 -838.
Leveraging Hazard, Exposure, and Social Vulnerability Data to Assess Flood Risk to Indigenous Communities in Canada
This study integrates novel data on 100-year flood hazard extents, exposure of residential properties, and place-based social vulnerability to comprehensively assess and compare flood risk between Indigenous communities living on 985 reserve lands and other Canadian communities across 3701 census subdivisions. National-scale exposure of residential properties to fluvial, pluvial, and coastal flooding was estimated at the 100-year return period. A social vulnerability index (SVI) was developed and included 49 variables from the national census that represent demographic, social, economic, cultural, and infrastructure/community indicators of vulnerability. Geographic information system-based bivariate choropleth mapping of the composite SVI scores and of flood exposure of residential properties and population was completed to assess the spatial variation of flood risk. We found that about 81% of the 985 Indigenous land reserves had some flood exposure that impacted either population or residential properties. Our analysis indicates that residential property-level flood exposure is similar between non-Indigenous and Indigenous communities, but socioeconomic vulnerability is higher on reserve lands, which confirms that the overall risk of Indigenous communities is higher. Findings suggest the need for more local verification of flood risk in Indigenous communities to address uncertainty in national scale analysis.
Canada / Flood risk assessment / Indigenous communities / Social vulnerability
| [1] |
|
| [2] |
|
| [3] |
|
| [4] |
|
| [5] |
Armenakis, C., E.X. Du, S. Natesan, R.A. Persad, and Y. Zhang. 2017. Flood risk assessment in urban areas based on spatial analytics and social factors. Geosciences 7(4): Article 123. |
| [6] |
|
| [7] |
|
| [8] |
|
| [9] |
Byers, E., M. Gidden, D. Leclere, J. Balkovic, P. Burek, K. Ebi, P. Greve, D. Grey, et al. 2018. Global exposure and vulnerability to multi-sector development and climate change hotspots. Environmental Research Letters 13(5): Article 055012. |
| [10] |
|
| [11] |
Chakraborty, L., H. Rus, D. Henstra, J. Thistlethwaite, and D. Scott. 2020. A place-based socioeconomic status index: Measuring social vulnerability to flood hazards in the context of environmental justice. International Journal of Disaster Risk Reduction 43: Article 101394. |
| [12] |
Chan, E., J. Serrano, L. Chen, D.M. Stieb, M. Jerrett, and A. Osornio-Vargas. 2015. Development of a Canadian socioeconomic status index for the study of health outcomes related to environmental pollution biostatistics and methods. BMC Public Health 15: Article 714. |
| [13] |
|
| [14] |
Crown-Indigenous Relations and Northern Affairs Canada. 2017. Indigenous peoples and communities. Gatineau, QC: Crown-Indigenous Relations and Northern Affairs Canada. |
| [15] |
|
| [16] |
|
| [17] |
|
| [18] |
Debortoli, N.S., D.G. Clark, J.D. Ford, J.S. Sayles, and E.P. Diaconescu. 2019. An integrative climate change vulnerability index for Arctic aviation and marine transportation. Nature Communications 10: Article 2596. |
| [19] |
DMTI Spatial Inc DMTI CanMap Route Logistics [computer file], 2018, Markham, Ontario, Canada: DMTI Spatial Inc |
| [20] |
Drakes, O., E. Tate, J. Rainey, and S. Brody. 2021. Social vulnerability and short-term disaster assistance in the United States. International Journal of Disaster Risk Reduction 53: Article 102010. |
| [21] |
|
| [22] |
|
| [23] |
Fayazi, M., I.A. Bisson, and E. Nicholas. 2020. Barriers to climate change adaptation in indigenous communities: A case study on the mohawk community of Kanesatake, Canada. International Journal of Disaster Risk Reduction 49: Article 101750. |
| [24] |
|
| [25] |
|
| [26] |
|
| [27] |
|
| [28] |
|
| [29] |
|
| [30] |
Holmes, R.R., and K. Dinicola. 2010. 100-year flood—It’s all about chance. U.S. Geological Survey General Information Product 106. Reston, VA: USGS. |
| [31] |
JBA Risk Management. 2019. Canada flood map and pricing data. https://www.jbarisk.com/news-blogs/canada-flood-map-and-pricing-data-2018. Accessed 16 Nov 2021. |
| [32] |
JBA Risk Management. 2020. JBA Canada 30m flood data executive briefing. https://www.jbarisk.com/media/1532/canada-30m-flood-data-executive-briefing.pdf. Accessed 16 Nov 2021. |
| [33] |
|
| [34] |
|
| [35] |
Khalafzai, M.A.K., T.K. McGee, and B. Parlee. 2019. Flooding in the James Bay region of Northern Ontario, Canada: Learning from traditional knowledge of Kashechewan First Nation. International Journal of Disaster Risk Reduction 36: Article 101100. |
| [36] |
|
| [37] |
|
| [38] |
|
| [39] |
|
| [40] |
Martin, D.E., S. Thompson, M. Ballard, and J. Linton. 2017. Two-eyed seeing in research and its absence in policy: Little Saskatchewan First Nation elders’ experiences of the 2011 flood and forced displacement. International Indigenous Policy Journal 8(4). https://doi.org/10.18584/iipj.2017.8.4.6. |
| [41] |
|
| [42] |
|
| [43] |
McNeill, K., A. Binns, and A. Singh. 2017. Flood history analysis and socioeconomic implications of flooding for indigenous Canadian communities. The Canadian Society for Bioengineering Paper No. CSBE17137. Presented at the Canadian Society for Bioengineering/Société Canadienne de Génie Agroalimentaire et de Bioingénierie, Annual Conference, Canad Inns Polo Park, Winnipeg, MB, 6−10 August 2017. https://library.csbe-scgab.ca/docs/meetings/2017/CSBE17137.pdf. Accessed 10 Nov 2021. |
| [44] |
|
| [45] |
|
| [46] |
|
| [47] |
Patrick, R. 2017. Social and cultural impacts of the 2013 bow river flood at Sikiska Nation, Alberta, Canada. Indigenous Policy Journal 28. http://www.indigenouspolicy.org/index.php/ipj/article/view/521/504. Accessed 10 Nov 2021. |
| [48] |
Qiang, Y. 2019. Flood exposure of critical infrastructures in the United States. International Journal of Disaster Risk Reduction 39: Article 101240. |
| [49] |
Reading, C.L., and F. Wein. 2009. Health inequalities and social determinants of Aboriginal peoples’ health. https://www.nccah-ccnsa.ca/docs/socialdeterminates/NCCAH-Loppie-Wien_Report.pdf. Accessed 16 Nov 2021. |
| [50] |
|
| [51] |
|
| [52] |
Statistics Canada. 2018. Census dictionary: 2016 census of population. The Daily: Component of Statistics Canada catalogue no. 11-001-X. Ottawa, Canada: Statistics Canada. https://www12.statcan.gc.ca/census-recensement/2016/ref/dict/98-301-x2016001-eng.pdf. Accessed 16 Nov 2021. |
| [53] |
Statistics Canada. 2019a. About the data, census profile, 2016 census. The 2016 census of population. https://www12.statcan.gc.ca/census-recensement/2016/dp-pd/prof/about-apropos/about-apropos.cfm?Lang=E. Accessed 16 Nov 2021. |
| [54] |
Statistics Canada. 2019b. 2016 census of population: Population and dwelling counts release. https://www12.statcan.gc.ca/census-recensement/2016/ref/98-501/98-501-x2016001-eng.cfm. Accessed 16 Nov 2021. |
| [55] |
Statistics Canada. 2019c. Individuals file, 2016 census of population (public use microdata files). https://www150.statcan.gc.ca/n1/daily-quotidien/190205/dq190205d-eng.htm. Accessed 16 Nov 2021. |
| [56] |
Statistics Canada. 2019d. 2016 census − Boundary files. https://www12.statcan.gc.ca/census-recensement/2011/geo/bound-limit/bound-limit-2016-eng.cfm. Accessed 16 Nov 2021. |
| [57] |
Tapsell, S., S. Mccarthy, H. Faulkner, M. Alexander, A. Steinführer, C. Kuhlicke, S. Brown, G. Walker, et al. 2010. Social vulnerability to natural hazards. CapHaz-Net WP4 report. London: Flood Hazard Research Centre, Middlesex University. https://orca.cardiff.ac.uk/106253. Accessed 16 Nov 2021. |
| [58] |
|
| [59] |
|
| [60] |
Thistlethwaite, J., A. Minano, J.A. Blake, D. Henstra, and D. Scott. 2018. Application of re/insurance models to estimate increases in flood risk due to climate change. Geoenvironmental Disasters 5: Article 8. |
| [61] |
|
| [62] |
Thompson, S., M. Ballard, and D. Martin. 2014. Lake St. Martin First Nation community members’ experiences of induced displacement: “We’re like refugees.” Refuge 29(2): 75–86. |
| [63] |
UNDP (United Nations Development Programme) Reducing disaster risk, A challenge for development—A global report, 2004, New York: UNDP |
| [64] |
|
| [65] |
|
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|
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