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ESeismic: Towards an Ecuadorian volcano seismic repository
Journal of Volcanology and Geothermal Research ( IF 2.4 ) Pub Date : 2020-05-01 , DOI: 10.1016/j.jvolgeores.2020.106855
Noel Pérez , Diego Benítez , Felipe Grijalva , Román Lara-Cueva , Mario Ruiz , Jorge Aguilar

Abstract In this work, we present the development, description, and performance evaluation of two volcano seismological datasets: one containing raw seismic signals (MicSigV1) and another containing a set of 84 distinctive attributes or features for bench-marking (SeisBenchV1), which was extracted from the MicSigV1 dataset, recorded at Cotopaxi volcano in Ecuador. These datasets represent the first public Ecuadorian volcano seismicity repository that will update, publish, and support the release of data to the scientific community on a continual basis. Each dataset contains samples of mostly long-period and volcano-tectonic event classes. Other types of events, such as regional, hybrid, and icequakes, were also included despite their minor presence in the datasets. These datasets will serve to provide an important resource for research in signal processing, feature calculation, feature selection, feature space reduction, seismic events detection, and classification areas. The datasets can be downloaded through a copyright agreement that supports the correct use of the released datasets.

中文翻译:

ESeismic:走向厄瓜多尔火山地震资料库

摘要 在这项工作中,我们介绍了两个火山地震学数据集的开发、描述和性能评估:一个包含原始地震信号 (MicSigV1),另一个包含一组 84 个不同的属性或用于基准的特征 (SeisBenchV1),这是提取自 MicSigV1 数据集,记录在厄瓜多尔的 Cotopaxi 火山。这些数据集代表了第一个公开的厄瓜多尔火山地震活动性存储库,它将持续更新、发布和支持向科学界发布数据。每个数据集包含主要是长周期和火山构造事件类的样本。其他类型的事件,例如区域性、混合性和冰震,也包括在内,尽管它们在数据集中很少出现。这些数据集将为信号处理、特征计算、特征选择、特征空间缩减、地震事件检测和分类领域的研究提供重要资源。可以通过版权协议下载数据集,该协议支持正确使用已发布的数据集。
更新日期:2020-05-01
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