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Geocoding Applications for Social Science to Improve Earthquake Early Warning 地理编码在社会科学中改善地震预警的应用
Pub Date : 2023-09-25 DOI: 10.26443/seismica.v2i2.527
Danielle Sumy
Geocoding is a spatial analysis method that uses address information (e.g., street address, intersection, census tract, zip code, etc.) to determine geographical coordinates (latitude and longitude). In recent decades, geocoding has gone beyond its primary use for census and demographic information to novel applications in disaster risk reduction, even to earthquake early warning. Here I demonstrate the usefulness of geocoding techniques to earthquake early warning systems as applied to case studies that relied on survey response data and crowd-sourced video footage. These datasets were initially collected to understand the efficacy of tests conducted on ShakeAlert®, the earthquake early warning system for the West Coast of the United States, and how people behave during earthquakes, respectively. Geocoding these data can improve our overall technical understanding of the system, demonstrate whether individuals take protective actions such as ‘Drop, Cover, and Hold On’, and spotlight community demographics that the system is reaching or unintentionally missing. The combination of these social science datasets with geocoding information deepens our knowledge of these fundamentally human-centered systems, including how to improve the distribution of alerts for people and individuals with access and functional needs. In the future, this work may help verify U.S. Geological Survey ‘Did You Feel It?’ responses and seismic intensity, especially in regions with sparse seismic networks.
地理编码是一种空间分析方法,它使用地址信息(如街道地址、十字路口、人口普查区、邮政编码等)来确定地理坐标(纬度和经度)。近几十年来,地理编码已经超越了其用于人口普查和人口统计信息的主要用途,在减少灾害风险,甚至地震预警方面有了新的应用。在这里,我展示了地理编码技术对地震预警系统的有用性,并将其应用于依赖于调查响应数据和众包视频片段的案例研究。收集这些数据集最初是为了了解在美国西海岸地震预警系统ShakeAlert®上进行的测试的有效性,以及人们在地震期间的行为。对这些数据进行地理编码可以提高我们对系统的整体技术理解,展示个人是否采取了“蹲下、掩护和坚持”等保护措施,并突出系统正在达到或无意中遗漏的社区人口统计数据。这些社会科学数据集与地理编码信息的结合加深了我们对这些基本以人为中心的系统的认识,包括如何为具有访问权限和功能需求的人和个人改善警报的分发。将来,这项工作可能有助于验证美国地质调查局的“你感觉到了吗?”的响应和地震烈度,特别是在地震台网稀疏的地区。
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引用次数: 1
Local station correlation: large N-arrays and DAS 本地站相关性:大n阵列和DAS
Pub Date : 2023-09-18 DOI: 10.26443/seismica.v2i2.389
Brian Kennett, Chengxin Jiang, Krystyna Smolinski
The use of cross-correlation between seismic stations has had widespread applications particularly in the exploitation of ambient seismic noise. We here show how the effects of a non-ideal noise distribution can be understood by looking directly at correlation properties and show how the behaviour can be readily visualised for both seismometer and DAS configurations, taking into account directivity effects. For sources lying in a relatively narrow cone around the extension of the inter-station path, the dispersion properties of the correlation relate directly to the zone between the stations. We illustrate the successful use of correlation analysis for both a large-N array perpendicular to a major highway and DAS cable along a busy road. For correlation work, the co-array consisting of the ensemble of inter-station vectors provides an effective means of assessing the behaviour of array layouts, supplementing the standard plane-wave array response. When combined with knowledge of the suitable correlation zones for noise sources, the co-array concept provides a useful way to design array configurations for both seismometer arrays and DAS.
地震台站间相互关的应用已经得到了广泛的应用,特别是在环境地震噪声的开发中。我们在这里展示了如何通过直接观察相关特性来理解非理想噪声分布的影响,并展示了考虑到指向性效应,地震仪和DAS配置的行为如何容易地可视化。对于位于站间路径延伸附近相对狭窄的锥内的源,相关的色散特性与站间的区域直接相关。我们举例说明了对垂直于主要高速公路的大n阵列和沿繁忙道路的DAS电缆成功使用相关分析。对于相关工作,由站间矢量集合组成的共阵提供了评估阵列布局行为的有效手段,补充了标准平面波阵列响应。当与噪声源的适当相关区域的知识相结合时,共阵概念为地震仪阵列和DAS的阵列配置设计提供了一种有用的方法。
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引用次数: 0
Assessing earthquake rates and b-value given spatiotemporal variation in catalog completeness: Application to Atlantic Canada 在目录完整性的时空变化下评估地震率和b值:在加拿大大西洋地区的应用
Pub Date : 2023-09-13 DOI: 10.26443/seismica.v2i2.384
Alexandre Plourde
Spatiotemporal variations in the magnitude of completeness Mc make it challenging to confidently assess seismic hazard or even to simply compare earthquake rates between regions. In this study, we introduce new techniques to correct for heterogeneous Mc in a treatment of the eastern and Atlantic Canada earthquake catalog (1985--2022). We first introduce new methodology to predict Mc(x,t) based on the distribution of seismometers. Second, we introduce a modified maximum-likelihood estimator (MLE) for b (the b-value) that accounts for spatiotemporal Mc variation, allowing the inclusion of more earthquakes. Third, we compute the ratio of detected/predicted M>1 earthquakes as a function of Mc and apply it to create a calibrated M>1 event-rate map. The resulting map has advantages over a moment-rate map, which is effectively sensitive only to the very largest earthquakes in the dataset. The new MLE results in a modestly more precise b when applied to the Charlevoix Seismic Zone, and a substantial increase in precision when applied to the full Atlantic Canada region. It may prove useful in future hazard assessments, particularly of regions with highly heterogeneous Mc and relatively sparse catalogs.
完全性地震震级的时空变化使人们难以自信地评估地震危险性,甚至无法简单地比较不同地区之间的地震率。在这项研究中,我们引入了新的技术来校正加拿大东部和大西洋地震目录(1985- 2022)的非均匀Mc。本文首先介绍了基于地震仪分布预测Mc(x,t)的新方法。其次,我们为b (b值)引入了一个修正的最大似然估计量(MLE),该估计量考虑了时空Mc变化,允许包含更多的地震。第三,我们计算检测/预测的M>1地震的比率作为Mc的函数,并将其应用于创建校准的M>1事件率图。生成的地图比矩率地图有优势,矩率地图只对数据集中最大的地震有效敏感。当应用于Charlevoix地震带时,新的MLE的精度略有提高,当应用于整个加拿大大西洋地区时,精度大幅提高。它可能在未来的危害评估中被证明是有用的,特别是在具有高度异质性和相对稀疏目录的地区。
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引用次数: 1
How reproducible and reliable is geophysical research? 地球物理研究的可重复性和可靠性如何?
Pub Date : 2023-05-30 DOI: 10.26443/seismica.v2i1.278
Mark Ireland, Guillermo Algarabel, Michael Steventon, Marcus Munafò
Geophysical research frequently makes use of agreed-upon methodologies, formally published software, and bespoke code to process and analyse data. The reliability and repeatability of these methods is vital in maintaining the integrity of research findings and thereby avoiding the dissemination of unreliable results. In recent years there has been increased attention on aspects of reproducibility, which includes data availability, across scientific disciplines. This review considers aspects of reproducibility of geophysical studies relating to their publication in peer reviewed journals. For 100 geophysics journals it considers the extent to which reproducibility in geophysics is the focus of published literature. For 20 geophysical journals it considers a) journal policies on the requirements for providing code, software, and data for submission; and b) the availability of data and software associated for 200 published journal articles. The findings show that: 1) between 1991 and 2021 there were 72 articles with reproducibility in the title and 417 with reliability, with an overall increase in the number of articles with reproducibility or reliability as the subject over the same period; 2) while 60% of journals have a definition of research data, only 20% of journals have a requirement for a data availability statement; and 3) despite ~86% of sampled journal articles including a data availability statement, only 54% of articles have the original data accessible via data repositories or web servers, and only 49% of articles name software used. It is suggested that despite journals and authors working towards improving the availability of data and software, frequently they are not identified, or easily accessible, therefore limiting the possibility of reproducing studies.
地球物理研究经常使用商定的方法、正式发布的软件和定制的代码来处理和分析数据。这些方法的可靠性和可重复性对于保持研究结果的完整性,从而避免传播不可靠的结果至关重要。近年来,人们越来越关注可重复性方面,其中包括跨科学学科的数据可用性。这篇综述考虑了地球物理研究在同行评议期刊上发表的可重复性。对于100种地球物理学期刊,它考虑了地球物理学的可重复性是发表文献的焦点的程度。对于20种地球物理期刊,它考虑a)期刊政策关于提供代码、软件和提交数据的要求;b)与200篇已发表期刊文章相关的数据和软件的可用性。结果表明:1)1991 - 2021年,标题具有可重复性的文献有72篇,可靠性的文献有417篇,具有可重复性或可靠性的文献在同一时期整体呈增加趋势;2)虽然60%的期刊有研究数据的定义,但只有20%的期刊有数据可用性声明的要求;3)尽管约86%的样本期刊文章包含数据可用性声明,但只有54%的文章可以通过数据存储库或网络服务器访问原始数据,只有49%的文章使用了命名软件。这表明,尽管期刊和作者致力于改善数据和软件的可用性,但它们经常无法被识别或容易获得,因此限制了复制研究的可能性。
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引用次数: 0
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