From field station to forecast: managing data at the Alaska Volcano Observatory

IF 3.6 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
Michelle L. Coombs, Cheryl E. Cameron, Hannah R. Dietterich, Eleanor S. Boyce, Aaron G. Wech, Ronni Grapenthin, Kristi L. Wallace, Tom Parker, Taryn Lopez, Scott Crass, David Fee, Matthew M. Haney, Dane Ketner, Matthew W. Loewen, John J. Lyons, Jenny S. Nakai, John A. Power, Steven Botnick, Israel Brewster, Max L Enders, Dain Harmon, Peter J. Kelly, Michael Randall
{"title":"From field station to forecast: managing data at the Alaska Volcano Observatory","authors":"Michelle L. Coombs, Cheryl E. Cameron, Hannah R. Dietterich, Eleanor S. Boyce, Aaron G. Wech, Ronni Grapenthin, Kristi L. Wallace, Tom Parker, Taryn Lopez, Scott Crass, David Fee, Matthew M. Haney, Dane Ketner, Matthew W. Loewen, John J. Lyons, Jenny S. Nakai, John A. Power, Steven Botnick, Israel Brewster, Max L Enders, Dain Harmon, Peter J. Kelly, Michael Randall","doi":"10.1007/s00445-024-01766-0","DOIUrl":null,"url":null,"abstract":"<p>The Alaska Volcano Observatory (AVO) uses multidisciplinary data to monitor and study dozens of active and potentially active volcanoes. Here, we provide an overview of internally and externally generated data types, tools and resources used in their management, and challenges faced. Data sources include the following: (1) a multiparameter (seismic, infrasound, GNSS, web cameras) ground-based monitoring network that spans 3000 km and transmits data in real time; (2) a variety of satellite-borne sensors that provide information about surface change and volcanic emissions; (3) geologic and gas field campaigns; and (4) other external data products that provide situation awareness. Each data type requires distinct acquisition, processing, storage, visualization, and archiving approaches. AVO uses a variety of externally and internally developed tools to handle individual data types as well as multidisciplinary volcanological data. A primary tool is the Geologic Database of Information on Volcanoes in Alaska (GeoDIVA), which stores detailed, searchable information on more than 140 volcanoes and over 1000 eruptions and unrest events, including images, eruption descriptions, and geologic station and sample data, metadata, and analyses. It interacts with other internal tools that store monitoring reports and other operational records. Additional data management resources used by AVO assist with alarms and alerts, state-of-health monitoring, and multiparameter visualization. Requirements for 24/7 accessibility, the ever-expanding portfolio of data, and transitioning new tools from development to operations are all challenges faced by AVO and other volcano observatories. AVO strives to meet FAIR data practices and ensure that data are available to national and international community efforts using external repositories as well as those hosted by AVO and its parent institutions.</p>","PeriodicalId":55297,"journal":{"name":"Bulletin of Volcanology","volume":"170 1","pages":""},"PeriodicalIF":3.6000,"publicationDate":"2024-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Bulletin of Volcanology","FirstCategoryId":"89","ListUrlMain":"https://doi.org/10.1007/s00445-024-01766-0","RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GEOSCIENCES, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

The Alaska Volcano Observatory (AVO) uses multidisciplinary data to monitor and study dozens of active and potentially active volcanoes. Here, we provide an overview of internally and externally generated data types, tools and resources used in their management, and challenges faced. Data sources include the following: (1) a multiparameter (seismic, infrasound, GNSS, web cameras) ground-based monitoring network that spans 3000 km and transmits data in real time; (2) a variety of satellite-borne sensors that provide information about surface change and volcanic emissions; (3) geologic and gas field campaigns; and (4) other external data products that provide situation awareness. Each data type requires distinct acquisition, processing, storage, visualization, and archiving approaches. AVO uses a variety of externally and internally developed tools to handle individual data types as well as multidisciplinary volcanological data. A primary tool is the Geologic Database of Information on Volcanoes in Alaska (GeoDIVA), which stores detailed, searchable information on more than 140 volcanoes and over 1000 eruptions and unrest events, including images, eruption descriptions, and geologic station and sample data, metadata, and analyses. It interacts with other internal tools that store monitoring reports and other operational records. Additional data management resources used by AVO assist with alarms and alerts, state-of-health monitoring, and multiparameter visualization. Requirements for 24/7 accessibility, the ever-expanding portfolio of data, and transitioning new tools from development to operations are all challenges faced by AVO and other volcano observatories. AVO strives to meet FAIR data practices and ensure that data are available to national and international community efforts using external repositories as well as those hosted by AVO and its parent institutions.

Abstract Image

从野外观测站到预测:阿拉斯加火山观测站的数据管理
阿拉斯加火山观测站(AVO)利用多学科数据对数十座活火山和潜在活火山进行监测和研究。在此,我们将概述内部和外部生成的数据类型、管理中使用的工具和资源以及面临的挑战。数据来源包括(1) 多参数(地震、次声、全球导航卫星系统、网络摄像机)地面监测网络,横跨 3000 公里,实时传输数据;(2) 各种星载传感器,提供地表变化和火山排放信息;(3) 地质和气田活动;(4) 其他外部数据产品,提供态势感知。每种数据类型都需要不同的采集、处理、存储、可视化和存档方法。AVO 使用各种外部和内部开发的工具来处理单个数据类型以及多学科火山数据。其中一个主要工具是阿拉斯加火山信息地质数据库(GeoDIVA),该数据库存储了 140 多座火山和 1000 多次喷发和动乱事件的详细可搜索信息,包括图像、喷发描述以及地质台站和样本数据、元数据和分析。它与存储监测报告和其他运行记录的其他内部工具互动。AVO 使用的其他数据管理资源有助于警报和报警、健康状况监测和多参数可视化。全天候可访问性要求、不断扩大的数据组合以及新工具从开发到运行的过渡,都是 AVO 和其他火山观测站面临的挑战。美国荒野观测组织努力满足 FAIR 数据做法,并确保利用外部存储库以及美国荒野观测组织及其上级机构托管的存储库,向国家和国际社会提供数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Bulletin of Volcanology
Bulletin of Volcanology 地学-地球科学综合
CiteScore
6.40
自引率
20.00%
发文量
89
审稿时长
4-8 weeks
期刊介绍: Bulletin of Volcanology was founded in 1922, as Bulletin Volcanologique, and is the official journal of the International Association of Volcanology and Chemistry of the Earth’s Interior (IAVCEI). The Bulletin of Volcanology publishes papers on volcanoes, their products, their eruptive behavior, and their hazards. Papers aimed at understanding the deeper structure of volcanoes, and the evolution of magmatic systems using geochemical, petrological, and geophysical techniques are also published. Material is published in four sections: Review Articles; Research Articles; Short Scientific Communications; and a Forum that provides for discussion of controversial issues and for comment and reply on previously published Articles and Communications.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信