2.3. Hazard factors and scoring
Volcano type is scored 0 or 1.
Ewert et al. (2005,
2018) used the Smithsonian Institution's Global Volcanism Program classification of volcano types to help qualify this scoring criterion; we have modified the wording slightly. Type 0 volcanoes are typically less explosive and include cinder cones, tuyas, basaltic volcanic fields, and shield volcanoes. Type 1 volcanoes include more explosive stratovolcanoes, lava domes, complex volcanoes, and calderas. The score is assigned based on the main volcanic feature in each of the 28 lumped volcanoes (e.g., Mt. Edziza is scored 1 for the stratovolcano, although it is surrounded by a basaltic lava and cinder cone field).
Maximum VEI is scored from 0 to 3. VEI is a relative measure of eruption explosivity and ranges from 0 to 8, with every interval above VEI 2 representing a tenfold increase in ejecta volume and is widely used to report and compare the magnitude of explosive eruptions (
Newhall and Self 1982). According to the NVEWS ranking system, volcanoes with Holocene VEI 3–4 eruptions are scored as 1, VEI 5–6 eruptions are scored as 2, and VEI 7–8 eruptions are scored as 3. Type 1 volcanoes without reported eruption magnitudes are scored as 1 and type 0 volcanoes are scored as 0. Mt. Meager's 2360 BP eruption (
Clague et al. 1995;
Leonard 1995) is the only Canadian eruption with an assigned VEI (VEI 4) (
Andrews et al. 2014), so it is scored 1.
Explosive eruption activity (VEI ≥ 3) in the past 500 years is scored 0 or 1. There are no documented explosive eruptions (VEI ≥ 3) during the last 500 years, so all Canadian volcanoes scores 0 (This and the following factor are meant to emphasize particularly active and explosive systems and de-emphasize systems without recent explosivity (
Ewert et al. 2005)).
Explosive eruptive activity (VEI 4/5) in the past 5000 years is scored 0 or 1. The 2360 BP eruption of Mt. Meager is the only VEI 4 or 5 eruption known in Canada in the past 5000 years (
Andrews et al. 2014) and is scored 1 for this category, while all other volcanoes are scored 0.
Eruption recurrence is scored from 0 to 3. We calculated the eruption recurrence interval by dividing 11 000 by the number of Holocene eruption events. Many young Canadian eruption events are not dated quantitatively but are inferred to be of Holocene age based on the absence of post-eruptive glacial overriding indicators (e.g.,
Souther 1992b). Mt. Edziza scores the highest in this category with an eruption recurrence interval of 379 years and a score of 3. We note that in the first iteration of this threat ranking (
Wilson and Kelman 2021), the Nass River group received a higher recurrence score (2) than was given here due to two reported Holocene eruptions at Tseax cone; however, because recent field studies show evidence for only one Tseax cone event (∼1700 CE), Nass River scores only 1 for eruption recurrence, which results in a lower final threat score (
Williams-Jones et al. 2020;
Le Moigne et al. 2022b).
Holocene pyroclastic flows, lahars, and lava flows are scored 0 or 1. If a volcano has produced Holocene pyroclastic flows, it is scored 1. For lahars and lava flows, a positive score is only assigned if the lava flows or lahars travelled beyond the immediate eruption vicinity and inundated currently populated areas. We include all lahar and debris flow events from volcanoes, including those generated by non-eruptive mass wasting. Mt. Garibaldi is scored positively for all three categories: the pyroclastic flow factor is assigned to account for primary PDC deposits situated in and around the town of Squamish (11 700 ± 475 BP (
Friele and Clague 2009;
Wilson and Russell 2018)), a positive lava flow factor is assigned for the Ring Creek lava (an 18 km dacite flow that abuts the current Squamish town site, dated at 9360 ± 160 BP (
Brooks and Friele 1992)), and a positive lahar factor is assigned to account for the complex history of volcanic debris flow deposits situated in the Cheekye drainage (i.e., the western flank of Mt. Garibaldi (
Friele et al. 1999;
Friele and Clague 2009;
Morison and Hickson 2023)). Mt. Meager is scored positively for pyroclastic flows category due to its 2360 BP eruption (
Read 1990;
Hickson et al. 1999). Both Mt. Cayley (Sxel'tskwu7) and Mt. Meager receive positive lahar scores due to large debris flows in volcanic materials, in Turbid Creek on the southwest side of Mt. Cayley (
Brooks and Hickin 1991;
Evans and Brooks 1991), and in the Lillooet River valley southeast of Mt. Meager (
Friele et al. 2005,
2008). The Nass River group receives a positive lava flow score due to the basaltic lava flow at Tseax cone in 220 BP (
Sutherland Brown 1969;
Williams-Jones et al. 2020;
Le Moigne et al. 2022a,
2022b). We do not score for the Holocene dacite lava flows that originated at Mt. Price (the Rubble and Culliton Creek flows (
Green et al. 1988)) as there are no permanent populations within their inundation zones.
Holocene tsunami is scored 0 or 1. There is no evidence of tsunamis from Canadian volcanoes and no large unstable volcanic edifices are located adjacent to significant water bodies, so there is no tsunami potential. All Canadian volcanoes score 0.
Hydrothermal explosion potential is scored 0 or 1. This factor is meant to capture those systems that have significant Holocene phreatic explosive activity, and (or) those systems whose thermal features are extensive enough to pose a threat for explosive activity (
Ewert et al. 2005,
2018). No Canadian volcano has documented Holocene phreatic explosive activity, and most have few or no documented thermal features. In keeping with the conservative scoring for this factor by
Ewert et al. (2005), all Canadian volcanoes score 0.
Sector collapse potential is scored 0 or 1. Volcanoes were scored positively if they have more than ∼1000 m of vertical relief, have active fumaroles, have large areas of altered rock, or host permanent snow and ice accumulations. Sector collapse is a major hazard at many Canadian volcanoes (
Friele et al. 2008;
Jakob et al. 2013), with positively scored volcanoes, including Mt. Silverthrone, Mt. Garibaldi, Mt. Cayley, Mt. Price, Mt. Meager, Mt. Edziza, and Hoodoo Mountain.
Primary lahar source is scored 0 or 1. Volcanoes were scored positively if they host a permanent snow/ice accumulation of >10
6 m
3, which could provide a water source for lahars or debris flows. These included Mt. Silverthrone, Mt. Garibaldi, Mt. Cayley, Mt. Price, Mt. Meager, Mt. Edziza, and Hoodoo Mountain. The “Sector collapse potential” and “Primary lahar source” factors do not apply to the Holocene Rubble Creek lava flow, which originated at Mt. Price and forms the cliff known as “The Barrier”, which has a history of landslides; however, this feature merits consideration in future volcanic hazard assessments, particularly due to the presence of 1 billion m
3 Garibaldi Lake immediately east and above it (
Mathews 1952a;
Moore 1976;
Moore and Mathews 1978;
Hickson 1994;
Quane et al. 2016).
Historical unrest factors (seismic, deformation, or degassing) are scored 0 or 1. Historic or current volcanic unrest provides a reliable indicator of latent or active magmatism. Unrest indicators include fumaroles or hot springs, local seismicity, or active ground deformation (e.g.,
Sparks et al. 2012;
Ewert et al. 2005). Due to the lack of dedicated volcano monitoring in Canada (
Cassidy and Mulder 2023,
This Volume), the number of volcanoes scoring positively for these factors is low.
Observed seismic unrest is scored 0 or 1. The current seismic network in Canada was installed to monitor tectonic earthquakes and most stations are not near volcanoes. Since 1980, however, this seismic network has recorded small magnitude, shallow crustal seismicity near 10 volcanoes, including the CQVP, the Iskut–Unuk River Cones, Hoodoo Mountain, Crow Lagoon, Mt. Silverthrone, Mt. Meager, Mt. Cayley, Mt. Garibaldi, Mt. Price, and Mt. Edziza (
Stasiuk et al. 2003;
Cassidy and Mulder 2023,
This Volume). Because these earthquakes are not demonstrably magmatic, these volcanoes are scored 0.5 (using the procedure of
Ewert et al. 2018). Clearly magmatic seismicity occurred at Nazko cone in 2007, when a swarm of
M < 3 earthquakes, most at 25–31 km depth, was detected by a temporary seismic array; the sequence was interpreted as resulting from magma injection into the lower crust (
Cassidy et al. 2011). Nazko cone is scored 1. A swarm of more than 40 felt earthquakes occurred at the western end of the AVB from 1940 to 1943, but these were not demonstrably volcanic in origin (
Cassidy and Mulder 2023,
This Volume), so was not considered in scoring this factor.
Observed ground deformation is scored 0 or 1. Canada does not routinely monitor volcano deformation with ground-based global positioning systems (GPS), tiltmeters, or remote sensing, although an Interferometric Synthetic Aperture Radar (InSAR) monitoring system is under development as part of Natural Resources Canada's Volcano Risk Reduction in Canada project (
Kelman et al. 2023;
Rotheram-Clarke et al. 2023). Previous InSAR, light detection and ranging (LIDAR), Structure from Motion photogrammetry, analysis of glacier loss, and field mapping at Mt. Meager showed 27 large (>500 000 m
2) unstable slopes (
Roberti et al. 2018;
Roberti 2018). The movements detected included, during a 24-day period in the summer of 2016, displacements of up to 34 mm on the east flank of Job Creek and up to 36 mm on the east flank of Devastation Creek valley; a collapse of either of these two slopes could potentially produce a landslide of 100 million to 1 billion m
3 (
Roberti 2018). Current InSAR monitoring at Mt. Meager has detected other ongoing slope movements (e.g., at Mosaic Creek). Mt. Meager is scored 1 for ground deformation.
Observed fumarolic or magmatic degassing is scored 0 or 1. Thermal features like hot springs or fumaroles indicate an active magmatic system (
Sparks et al. 2012). Mt. Meager is scored 1 due to its multiple fumaroles and hot springs (
Lewis and Souther 1978;
Venugopal et al. 2017). Mt. Cayley, with four hot water seeps that are up to 40 °C (
Souther 1980), is scored 1.
2.4. Exposure factors and scoring
Assessing volcanic threat includes evaluating the populations, infrastructure, and aviation traffic that may be exposed. We implement the methodology of
Ewert et al. (2005,
2018) and
Ewert (2007), identifying population and infrastructure within a 30 km radius of the volcano, and aviation infrastructure within 50 and 300 km radii (for type 0 and type 1 volcanoes, respectively). We also evaluate daily air traffic within 300 km radii of all type 1 volcanoes. Because the 28 lumped volcanoes represent multiple vents, we construct 30, 50, and 300 km exposure zones around each of the 347 known vents and merge the contributing zones (
Fig. 2). While this raises the exposure footprint of several sparsely populated volcanic fields (e.g., the CB), we suggest that it provides a more reasonable assessment of exposure, given the unpredictability of future vent locations, particularly broad volcanic fields with many monogenetic vents.
Debris flows and lahars commonly inundate areas more than 30 km from the source. Thus,
Ewert et al. (2005) suggested that hazard zones for volcanoes with the potential for significant lahars and debris flows should include previously inundated areas or areas indicated by plausible modelling. Geologic data and debris flow and lahar modelling (e.g.,
Friele et al. 2008) suggest that inundation zones associated with flow events larger than 10
8 m
3 may extend downstream beyond 30 km at Mt. Meager, Mt. Cayley, and Mt. Garibaldi. At Mt. Meager, at least six debris flows during the last 8000 years inundated, now-inhabited portions of the Lillooet River valley (
Friele and Clague 2004;
Friele et al. 2005,
2008;
Simpson et al. 2006). Multiple landslides at Mount Cayley were large enough to temporarily dam the Squamish River (
Brooks and Hickin 1991;
Evans and Brooks 1991). According to the procedure of
Ewert et al. (2005), we extended the 30 km radii hazard zones to include runout zones for Mt. Meager (reaching Pemberton and Lillooet Lake), Mt. Cayley (reaching Squamish and Howe Sound), and Mt. Garibaldi (reaching Squamish and Pitt Lake).
Ground-based population (Log10 of exposed population) is scored from 0 to 5.42. To estimate the exposed human population, we use the Joint Research Centre Global Human Settlement layer (
Schiavina et al. 2019), a 1 km resolution dataset constructed using satellite-based imagery and 2015 Canadian census data. Population evaluations use the 30 km exposure footprints (discussed above), which encompass likely inundation zones for most volcanic hazards (
Ewert et al. 2005). For Mt. Meager, Mt. Cayley, and Mt. Garibaldi, we include populations within the extended lahar runout zones, as described above.
Seasonal visitors and workers comprise a key vulnerable population in the towns of Squamish and Whistler. In 2017, Whistler received three million tourists and hosted approximately 2000 seasonal workers (
https://trade.whistler.com/about/stats). Access to Whistler is via the Sea to Sky Highway (Highway 99); thus, based on annual tourists, an additional 8200 people may be at risk in the Sea to Sky corridor daily. These 8200 additional people are added to the population for volcanoes within 30 km of Highway 99, and an additional 2000 people are added to volcanoes within 30 km of Whistler to account for seasonal workers. Following
Ewert et al. (2005), we take the Log
10 of the total population in each exposure zone and score the population factor accordingly (details of population factor scoring are given in Table S4 in the Supplementary material).
Population factors for Canadian volcanoes range from 0 to 5.42. Remote volcanoes like Mt. Silverthrone, Hoodoo Mountain, and Heart Peaks score <0.85, reflecting permanent populations of fewer than 10 people. The CB score the highest (5.42), primarily due to the large area covered and their proximity to cities (Kelowna and Kamloops). The scores for Mt. Garibaldi and Mt. Price are the second highest (4.61), reflecting the >40 000 people in Squamish and Whistler.
Historical evacuations and fatalities are scored 0 or 1. The evacuations and fatalities factor applies to only two events. The 220 BP eruption at Tseax cone (in the Nass River group) emitted a 32 km basaltic lava flow, which dammed the Nass River and killed approximately 2000 people of the Nisga'a First Nation (
Sutherland Brown 1969;
Williams-Jones et al. 2020;
Le Moigne et al. 2020,
2022a,
2022b). Accordingly, the Nass River group is scored 1 for fatalities. The 2010 Mt. Meager landslide, one of the largest worldwide since 1945, dammed Meager Creek for 19 h, leading to evacuation orders for 1500 Lillooet valley residents (
Guthrie et al. 2012). Mt. Meager is scored 1 for evacuations.
Local aviation exposure is scored as 0 or 1. This factor is designed to capture the effect of volcanic ash on local aviation. If a type 0 volcano is within 50 km, or a type 1 volcano is within 300 km of an airport with scheduled passenger service, the volcano is scored 1. We include international airports in British Columbia, Yukon Territory, and Washington state, plus multiple smaller domestic Canadian airports.
Regional aviation exposure (Log10 of daily passengers) is scored from 0 to 5.35. This score is designed to quantify the daily number of passengers transiting the airspace above Canadian volcanoes. It is applied to type 1 volcanoes and type 0 volcanoes with Holocene pyroclastic activity. Type 0 volcanoes included are Nazko cone, the Nass River Group, and the Crow Lagoon tephra source.
Ewert et al. (2018) used the Air Carrier Statistics (T100) databank (
United States Department of Transportation 2019) to estimate aviation routes and passengers within United States airspace. Similar data for passengers transiting Canadian airspace are not readily available. However, annual enplaned and deplaned passenger data exist for major airports. For Vancouver International Airport (YVR), these data are divided into domestic, international, transborder (United States), and Asia–Pacific passenger segments (
https://www.yvr.ca/en/about-yvr/facts-and-stats). To estimate daily passenger air traffic, we evaluate flights originating in Canada and terminating at Canadian airports, flights connecting the Asia–Pacific region with western Canada, and flights transiting Canadian airspace without landing in Canada.
We calculate regional aviation scores as follows. First, using the T100 aviation databank, we construct great circles connecting departure and destination airports. Routes intersecting 300 km volcano exposure footprints are extracted and the total average number of passengers transiting each exposure zone daily is summed. These data account for all transborder flight movements and domestic United States aviation movements. Second, we identify airports within 300 km exposure zones of each volcano and add the average daily passenger count to each volcano's total (Details of air traffic passenger exposure scoring are given in Table S5 of the Supplementary material). Transborder passengers are removed, where possible, as they are already counted in the T100 databank. Transborder passengers are not reported for all Canadian international airports (e.g., Victoria), so these passengers represent a small overestimation of daily air traffic. Finally, YVR serves a major air transit corridor over western Canada, connecting the Asia–Pacific with North America. To account for passengers originating or landing at YVR, we add the Asia–Pacific portion of YVR traffic to all volcanoes with 300 km exposure zones overlapping the western continental margin. The highest scoring volcanoes for the regional aviation exposure category are Mt. Meager (5.05), Mt. Cayley (5.35), Mt. Price (5.35), and Mt. Garibaldi (5.35), due to their proximity to YVR and the Seattle–Tacoma airports.
Power, infrastructure, and major developments is scored 0 or 1. To assess this exposure, we use a proprietary Natural Resources Canada database indicating locations of major roads, railways, ferry and shipping routes, pipelines, active mines, other industry, and power generation or dissemination structures. We also include proximity to ski resorts and culturally sensitive areas (e.g., the Nisga'a Memorial Lava Bed Provincial Park). We use 30 km exposure footprints and score the power, infrastructure, and major development factors positively if the hazard footprint overlaps with any infrastructure or sensitive area locations.
Volcanic Island is scored 0 or 1. All Canadian volcanoes score zero. In the original methodology (
Ewert et al. 2005), this factor was meant to address the fact that mitigating eruptions on small populated islands is difficult due to logistical challenges such as difficulty in evacuating.
Although Canada has no populated volcanic islands, it has many remote landbound communities located adjacent to dormant volcanoes. Like islands, these communities would be effectively isolated during eruptions and have difficulties in receiving aid or evacuating residents due to singular transportation routes, rugged terrain, or distance to the nearest population centre. Limited road access has been shown to play a critical role impacting communities during and after various types of natural disaster events, including wildfires (e.g.,
McGee 2019;
Maranghides et al. 2023) and landslides (e.g.,
Sepúlveda et al. 2023). Hence, we propose a new exposure factor,
Isolation, although we have not included it in our final scoring because we want our threat rankings to remain comparable to other rankings using the methodology of
Ewert et al. (2005,
2018).
Isolation is scored from 0 to 2. We evaluate ground-based community access (road infrastructure) within 30 km exposure footprints. If road access to a community could be restricted by a volcanic event (there is only one road in/out), the volcano is scored 2. If there are two access routes, the volcano is scored 1. If there are three or more access routes to the community, the volcano is scored 0. This factor is important for several remote western Canadian communities and may be particularly significant for some remote communities for which large portions of their populations and cultural sites are located near a volcano. For example, an eruption at Tseax cone (Nass River) may significantly restrict access to communities along British Columbia Highway 113 (Nisga'a Highway). We document the impact of scoring for
Isolation on threat scores in
Table 2 (We describe the scoring methodology for Isolation in Table S2 and document its scoring results in Table S3, both in the Supplementary material). However, these tabulations are not included in any figures, which reflect only the standardized threat ranking methodology (
Ewert et al. 2005,
2018).
Isolation affects threat rankings in a manner similar to the Volcanic Island exposure factor (
Ewert et al. 2005,
2018); thus, we propose that it may be of benefit in future volcanic threat ranking systems, as it would likely be scored positively for many remote volcanoes worldwide. Both the Volcanic Island factor and our Isolation factor are essentially scores reflecting isolation and poor access, so should be considered jointly; if Isolation were to be included in future threat ranking systems, we recommend that volcanoes be scored on either the Volcanic Island factor or the Isolation factor, but not both, to avoid artificially inflating exposure scores at volcanic islands. We note that in
Wilson and Kelman (2021), the Isolation factor was included in the total threat scoring; removing it from the scoring reduces the exposure, and thus, the threat scores of a number of volcanoes (Mt. Garibaldi, Mt. Meager, Mt. Cayley, Mt. Price, Mt. Edziza, Nass River, Nazko cone, and Milbanke Sound) changed slightly. A single volcano (Milbanke Sound) changed its threat category (from Low to Very Low), and several volcanoes changed rank order. The two volcanoes with the highest threat rankings, Mt. Meager and Mt. Garibaldi, changed places because, although Mt. Meager was slightly higher in the original threat ranking (
Wilson and Kelman 2021), Mt. Garibaldi was less affected by the removal of a single point from its exposure score because its overall exposure was higher to begin with.
2.5. Volcano knowledge uncertainty
There is an acute lack of scientific information surrounding Canadian volcanism, which contributes to uncertainty in the overall threat scores. Although the NVEWS threat ranking methodology is intentionally broad to minimize informational bias, it was designed for application to volcanoes that are mostly well studied and monitored (e.g., Mt. St. Helens). In contrast, only a few Canadian volcanoes have received lithofacies studies to elucidate the nature of past eruptions (examples include Mt. Edziza (
Souther 1992a), Hoodoo Mountain (
Edwards et al. 2002), Mt. Meager (e.g.,
Read 1990;
Hickson et al. 1999), Mt. Cayley (
Kelman 2005), the Cheakamus basalts (
Borch et al. 2023,
This Volume), and Tseax cone (
Le Moigne et al. 2020)), and some of the lithofacies studies available describe volcanoes that likely pose a minimal threat due to their age and (or) remoteness (e.g., Mathews tuya (
Edwards et al. 2011), Llangorse Mountain (
Harder and Russell 2006), and Monmouth Creek complex (
Wilson et al. 2016)). Furthermore, most Canadian volcanoes have not been studied using modern geochronology, and most lithofacies on even the best-studied volcanoes are undated. Some High and Very High threat volcanic systems have received minimal modern scientific attention (i.e., Mt. Garibaldi, Mt. Price, and Mt. Silverthrone).
To assess this lack, we evaluated Canadian volcanoes using a simple metric that semiquantitatively assesses the uncertainty in geologic, geochronometric, geophysical, and geohazard knowledge. This
volcano knowledge uncertainty score is unrelated to the threat score, but it provides a broad idea of the scientific knowledge base existing for each volcano. The detailed criteria for evaluating volcano knowledge uncertainty are outlined in
Table 3. To calculate volcano knowledge uncertainty, we compiled published literature for each volcano and divided it into four categories: (i) deposit lithofacies mapping (including petrologic and geochemical studies), (ii) geochronology studies, (iii) geophysical studies (e.g., seismic imaging or monitoring), and (iv) geohazard studies (e.g., flow modelling and hazard assessments).
The deposit lithofacies mapping category (scored from 0 to 4) is based on the number of published studies that contribute lithofacies mapping, petrologic, or geochemical studies. Volcanoes with at least one study are scored 0, while those with none are scored 4. Scoring this item was somewhat subjective because of the variation in level of detail (e.g., ranging from regional or reconnaissance mapping to detailed lithofacies mapping); we considered whether mapping or studies were aimed at elucidating eruptive history details or were broader regional studies with few details about volcanic deposits. The geochronology studies category (scored from 0 to 4) evaluates volcanoes based on the quantity and quality of dated geologic units. If a volcano has most eruption units dated using high-quality geochronological methods, it is scored 0, while volcanoes with no available geochronology are scored 4. The geophysical studies category is scored from 0 to 1. Volcanoes that have received any geophysical analyses (e.g., seismic monitoring or imaging) are scored 0, while those that have not are scored 1. Finally, the geohazard studies category (scored from 0 to 3) is designed to evaluate the quality of existing volcano hazard maps. Volcanoes with studies involving computational hazard inundation zone modelling or hazard mapping are scored 0, while those with no hazard studies are scored 3.