A Population-Based Performance Evaluation of the ShakeAlert Earthquake Early Warning System for M 9 Megathrust Earthquakes in the Pacific Northwest, U.S.A.

IF 2.6 3区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Bulletin of the Seismological Society of America Pub Date : 2023-10-31 DOI:10.1785/0120230055
Mika Thompson, J. Renate Hartog, Erin A. Wirth
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Abstract

ABSTRACT We evaluate the potential performance of the ShakeAlert earthquake early warning system for M 9 megathrust earthquakes in the Pacific Northwest (PNW) using synthetic seismograms from 30 simulated M 9 earthquake scenarios on the Cascadia subduction zone. The timeliness and accuracy of source estimates and effectiveness of ShakeAlert alert contours are evaluated with a station-based alert classification scheme using an alert threshold equal to the target threshold. We develop a population-based alert classification method by aligning a population grid with Voronoi diagrams computed from the station locations for each scenario. Using raster statistics, we estimate the PNW population that would receive timely accurate alerts during an offshore M 9 earthquake. We also examine the range of expected warning times with respect to the spatial distribution of the population. Results show that most of the population in our evaluation region could receive alerts with positive warning times for an alert threshold of modified Mercalli intensity (MMI) III, but that late and missed alerts increase because the alert threshold is increased. An average of just under 60% of the population would be alerted for MMI V prior to the arrival of threshold level shaking. Large regions of late and missed alerts for thresholds MMI IV and V are caused by delays in alert updates, inaccurate FinDer source estimates, and undersized alert contours due to magnitude underestimation. We also investigate an alerting strategy where ShakeAlert sends out an alert to the entire evaluation region when the system detects at least an M 8 earthquake along the coast. Because large magnitude offshore earthquakes are rare in Cascadia, overalerting is most likely to occur from an overestimated M 7+ on the Gorda plate. With appropriate criteria to minimize overalerting, this strategy may eliminate all missed and late alerts except at sites close to the epicenter.
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美国太平洋西北地区9级特大逆冲地震ShakeAlert地震预警系统基于人群的性能评价
摘要利用卡斯卡迪亚俯冲带30个模拟9级地震情景的合成地震记录,评估了ShakeAlert地震预警系统在太平洋西北地区(PNW) 9级特大逆冲地震中的潜在性能。采用一种基于站点的警报分类方案,评估源估计的及时性和准确性以及ShakeAlert警报轮廓的有效性,该方案使用的警报阈值等于目标阈值。我们开发了一种基于人口的警报分类方法,将人口网格与从每个场景的站点位置计算的Voronoi图对齐。使用栅格统计,我们估计PNW人口将收到及时准确的警报在海上9级地震。我们还研究了相对于人口空间分布的预期预警时间的范围。结果表明,在修正Mercalli强度(MMI) III型预警阈值范围内,评价区大部分人群均能收到正向预警次数的预警,但随着预警阈值的提高,延迟预警和错过预警的情况有所增加。平均不到60%的人口会在阈值震动到来之前收到MMI V警报。阈值MMI IV和V的大面积延迟和错过警报是由警报更新延迟、FinDer源估计不准确以及由于震级低估而导致的警报轮廓过小造成的。我们还研究了一种警报策略,当系统检测到沿海地区至少发生8级地震时,ShakeAlert会向整个评估区域发出警报。由于卡斯卡迪亚很少发生大震级的近海地震,因此对戈达板块的7+级地震的高估很可能导致过度警惕。通过适当的标准来减少过度警报,该策略可以消除所有遗漏和延迟警报,除了靠近震中的站点。
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来源期刊
Bulletin of the Seismological Society of America
Bulletin of the Seismological Society of America 地学-地球化学与地球物理
CiteScore
5.80
自引率
13.30%
发文量
140
审稿时长
3 months
期刊介绍: The Bulletin of the Seismological Society of America, commonly referred to as BSSA, (ISSN 0037-1106) is the premier journal of advanced research in earthquake seismology and related disciplines. It first appeared in 1911 and became a bimonthly in 1963. Each issue is composed of scientific papers on the various aspects of seismology, including investigation of specific earthquakes, theoretical and observational studies of seismic waves, inverse methods for determining the structure of the Earth or the dynamics of the earthquake source, seismometry, earthquake hazard and risk estimation, seismotectonics, and earthquake engineering. Special issues focus on important earthquakes or rapidly changing topics in seismology. BSSA is published by the Seismological Society of America.
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