Toward a Metadata Standard for Distributed Acoustic Sensing (DAS) Data Collection

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-02-02 DOI:10.1785/0220230325
Voon Hui Lai, Kathleen M. Hodgkinson, R. Porritt, R. Mellors
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引用次数: 1

Abstract

With increasing geophysical applications using distributed acoustic sensing (DAS) technology, there is a need to implement a metadata standard specifically for DAS to facilitate the integration of DAS measurements across experiments and increase reusability. We propose a metadata standard intended primarily for the DAS research community, which fully describes the five key components of a DAS experiment: (1) interrogator; (2) data acquisition; (3) channels; (4) cable; and (5) fiber. The proposed metadata schema, which is the overall structure of the metadata, is hierarchical based, with a parent “overview” metadata block describing the experiment, and two main child branches describing the instrument (i.e., interrogator, photonics setup, and acquisition parameters) and the sensor locations (i.e., cable installation and fiber properties). The metadata schema is designed to be independent of the time-series data so that corrections and updates can be applied to the metadata without having to manipulate large volumes of time-series data. Unique identifiers are used as pointers that map different components within the metadata schema; they also provide a natural basis for the naming convention (i.e., source identifier) of the time-series data in which the time series can be described using identifiers defined by the metadata standard. We advocate for the metadata to be stored in a separate structure from the data itself. The metadata standard is successfully applied to four common scenarios: horizontal direct buried cable, dark fiber, borehole cable, and active survey, and two hypothetical scenarios: multiple interrogators to a single cable, and a single interrogator to multiple cables. Finally, we use GitHub to implement version control for the metadata standard, to enable community collaboration and facilitate sustainable development of the metadata standard, as the DAS technology and application continue to evolve.
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制定分布式声学传感 (DAS) 数据采集元数据标准
随着使用分布式声学传感(DAS)技术的地球物理应用越来越多,有必要专门针对 DAS 实施元数据标准,以促进 DAS 测量在不同实验中的整合并提高可重用性。我们提出的元数据标准主要面向 DAS 研究界,全面描述了 DAS 实验的五个关键组成部分:(1) 询问器;(2) 数据采集;(3) 信道;(4) 电缆;(5) 光纤。拟议的元数据模式是元数据的整体结构,采用分层结构,其父 "概述 "元数据块描述实验,两个主要子分支分别描述仪器(即询问器、光子学设置和采集参数)和传感器位置(即电缆安装和光纤属性)。元数据模式的设计独立于时间序列数据,因此可以对元数据进行修正和更新,而无需处理大量的时间序列数据。独一无二的标识符可作为指针,映射元数据模式中的不同组件;它们还为时间序列数据的命名约定(即源标识符)提供了一个自然基础,其中的时间序列可使用元数据标准定义的标识符进行描述。我们主张将元数据与数据本身分开存储。元数据标准被成功应用于四种常见场景:水平直埋光缆、暗光纤、井眼光缆和主动勘测,以及两种假设场景:多个询问器连接单根光缆和单个询问器连接多根光缆。最后,随着 DAS 技术和应用的不断发展,我们使用 GitHub 对元数据标准实施版本控制,以实现社区协作,促进元数据标准的可持续发展。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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