Uncertainties in Probabilistic Seismic Hazard Analysis: A Case Study from Northern Chile

Abstract:

We report the results of a probabilistic seismic hazard analysis for Iquique, northern Chile located near the Nazca-South America plate boundary subduction zone. We constructed a seismic source model to characterize the geometry and earthquake activity at the plate interface (0 to 40 km depth) and for the deep subduction zone intraslab sources (40 to >150 km depth). Because of the high uncertainties associated with intraslab earthquake locations, the intraslab source has two equally weighted models—a 3D surface model and a progressively deeper stepped area source model. The source zone model also includes potential earthquakes generated by crustal faults and shallow crustal area sources to account for background earthquakes and unmapped faults. Ground motion prediction equations (GMPE) were selected and weighted using the method proposed by Scherbaum et al. (2009) and the Chile strong motion database developed by Bastías and Montalva (2016). The final GMM applied both global and local GMPEs selected and weighted based on their goodness-of-fit to the Chile strong motion dataset. Epistemic uncertainties in the seismic source and ground motion models were incorporated using a logic tree approach. Tornado plots indicate that the estimated seismic hazard at Iquique at short structural periods is most sensitive to the GMPE selection and recurrence parameters for the intraslab sources, followed by sensitivity to the alternative intraslab source models.The estimated seismic hazard at 1-second structural period is most sensitive to the selection and weighting of the subduction GMPE for both the interface and intraslab subduction sources. The 95th fractile PGA, 0.2- and 1.0-second spectral accelerations for the 475-year return period are about 1.3, 1.4 and 1.5 times of the mean spectral accelerations, respectively. Local fault sources(e.g., Atacama fault) make little contribution to the 475-year return period hazard, probably because of their low average slip rates of ≤ 0.5 mm/yr.

Slidecast:

https://vimeo.com/277552599

The Eigenvalue Lune as a Window on Moment Tensors

Abstract:

A moment tensor is a symmetric matrix that expresses the source for a seismic event. The fundamental lune of eigenvalues is a certain subset of the unit sphere whose points represent the source types for all moment tensors. Familiar source types such as double couple or pure isotropic have natural locations on the lune. Although the lune consists only of source types, it gives a useful, if incomplete, picture of moment tensor space as a whole. For each subset B of the lune we therefore consider the associated set BU of unit moment tensors that have their source types in B. We then wish to get a sense of BU from looking at B. We succeed in calculating both the volume and the angular diameter of BU. We also calculate the angular diameter and the volume of the set LambdaU of unit moment tensors that have source type Lambda, and we plot the results as contours on the lune. We show that great circle arc lengths on the lune are closely related to angles between moment tensors, and that arc length on the lune gives a natural measure of difference in source type. We show how to calculate volume elements for a variety of moment tensor coordinates. Volumes are relevant in part because we equate fractional volume with the probability that expresses randomness. We thus can find the probability that a random moment tensor have its source type in a given subset of the lune. These insights could be useful for characterizing uncertainties for individual events and for distinguishing source types among a set of events. Additional challenges of uncertainty characterization are expected if additional source parameters are considered, such as magnitude, hypocenter, origin time and source-time function.

Slidecast:

https://vimeo.com/277549361

Keeping Up Appearances in the Pacific Northwest Seismic Network (PNSN)

Abstract:

Regional seismic networks (RSNs) in areas like Cascadia, with high seismic hazard but where earthquakes are not often felt, face special challenges maintaining the enthusiasm and involvement of stakeholders over time. Negative consequences of stakeholder disinterest include a society poorly prepared to face the very real hazard, and lack of stakeholder support to maintain regional monitoring excellence. In PNSN we have adopted a strategy of coupling a rather assertive social media and web presence with information products that provide compelling, informative, and relevant content and involve the entire RSN staff in Seattle. Cascadia, while shy on significant earthquakes over the past decade, does have both active volcanoes and abundant non-volcanic tremor to provide focus. Glacier-clad volcanoes are always noisy and tremor is frequent so there is almost always something to show and something to talk about. Research projects have led to the development of A. Hotovec-Ellis’ (USGS) REDPy (Repeating Earthquake Detector) and A. Wech’s (USGS) “Wechometer” tremor page. With help from L. Simmons (USGS) we have used the rumbling noise of football crowds and the nearly insane level of Seattle NFL enthusiasm to test our readiness for seismic crises and to explain to the public how Earthquake Early Warning could save lives and property. We have developed real-time waveform displays (QuickShake) so that stakeholders can look over our shoulder when there are interesting phenomena…swarms, aftershocks, etc. An example is our monitoring of the Rattlesnake Ridge (or Union Gap) landslide with T. Yelin and D. Bowen (USGS). We also aggressively market ANSS products, such as ShakeMap and ShakeCast, to regional stakeholders like the city of Seattle and to the US Department of Energy, for whom we monitor the Hanford nuclear reservation. It has been our experience that regional stakeholders highly value regional expertise and involvement with these 3rd-party information products.

Slidecast:

https://vimeo.com/277555132

Meeting Alaska’s Earthquake Needs in 2018

Abstract:

The Alaska Earthquake Center’s mission is to advance the state’s earthquake resilience by integrating monitoring, research, and public engagement. Previously, the Center approached this mission primarily by operating a network of seismic sensors and reporting on earthquake activity via traditional avenues such as catalog production and email alerts to emergency managers and journalists. This is no longer enough, though, as the advent of smart buildings, social media, and instant communication has raised expectations for direct engagement. The center has adopted several strategies to meet these expectations. Using social media, we address public demand for immediate post-earthquake information by serving interpreted products tailored to our stakeholders rather than cookie-cutter announcements. Because strong motion provides a link between abstract source parameters and how earthquakes impact society, we have emphasized the installation of strong-motion instrumentation and production of related products designed for news media and the general public. We also emphasize the common ground between different types of hazard monitoring, such as landslides and volcanic eruptions, which rely on seismic monitoring. We place a particularly strong emphasis on the integrated nature of tsunamis and earthquakes because in Alaska these are simply two facets of the same hazard. This approach helps compensate for the awkward bifurcation of these hazards at the federal level. Finally, in an era of political, programmatic, and budgetary volatility, the Alaska Earthquake Center draws purpose from our singular focus on the needs of state-level stakeholders.

Slidecast:

https://vimeo.com/277555873

Low-Cost Seismic Data Acquisition Module Based on Open-Source Hardware and Software Tools

Abstract:

The Seismic Research Centre of the University of the West Indies, Trinidad and Tobago, operates a network of about 70 seismic stations in the eastern Caribbean islands from St. Kitts to Trinidad. Since 2008 the Centre has embarked on an initiative to expand and modernize this network by furnishing the stations with various combinations of broadband and/or strong motion sensors, high dynamic range digitizers and networking equipment to link each station to centralized observatories via high speed digital data transmission medium. After accomplishing about a half the task, the centre has come to the realization that it has neither the fiscal nor the technical capability to complete the full upgrade and provide maintenance to a network totally equipped with commercial instrumentation in a sustainable manner. The primary inhibiting factors are 1) insular geographical layout of the network, giving rise to several access and communications related challenges and 2) the high cost of procuring and maintaining commercial instrumentation. The Centre has devised a sustainable solution to complete the upgrade. We have developed a low-cost digitizer that makes heavy use of open-source hardware and software tools. The hardware is based on an Arduino Mega microcontroller that is programmed to capture data from a 24-bit four-channel analogue-digital-converter. A GPS Arduino shield provides time synchronization and data is continuously fed to a Raspberry Pi asynchronously but in a deterministic manner. On the Raspberry Pi, data are inserted into a Ring Buffer structure from which Miniseed files are written to flash memory for long-term storage. Near real-time data can also be streamed out to subscribers via the seedlink protocol and/or also be fed to a local Earthworm or SeisComp installation for manipulation and processing. Our prototype costs a lot less than commercial digitizers do and the data quality is comparable. The component modules are easy to get, build up and replace, thus maintenance is much more feasible than commercial systems.

Slidecast:

https://vimeo.com/277552854

Systematic Observations of the Slip-Pulse Properties of Large Earthquakes

Abstract:

In earthquake dynamics there are two end member models of rupture: propagating cracks and self-healing pulses. These arise due to different properties of ruptures and have implications for seismic hazard; rupture mode controls near-field strong ground motions. Past studies favor the pulse-like mode of rupture, however, due to a variety of limitations, it has proven difficult to systematically establish their kinematic properties. Here we synthesize observations from a database of >150 rupture models of earthquakes spanning M7-M9 processed in a uniform manner and show the magnitude scaling properties (rise time, pulse width, and peak slip rate) of these slip pulses indicates self-similarity. Self similarity suggests a weak form of rupture determinism, where early on in the source process broader, higher amplitude slip pulses will distinguish between events of increasing magnitude. Indeed, we find by analyzing the moment rate functions that large (M7.5+) and very large (M8.5+) events are statistically distinguishable relatively early (at ~15 seconds) in the rupture process. This suggests that with dense regional geophysical networks the potential strong ground motions from a large rupture can be identified before their onset across the source region.

Slidecast:

https://vimeo.com/277551990