Visualizing five decades of environmental acoustic data

A. Truskinger, M. Brereton, P. Roe
{"title":"Visualizing five decades of environmental acoustic data","authors":"A. Truskinger, M. Brereton, P. Roe","doi":"10.1109/ESCIENCE.2018.00140","DOIUrl":null,"url":null,"abstract":"Monitoring the environment with acoustic sensors is now practical; sensors are sold as commercial devices, storage is cheap, and the field of ecoacoustics is recognized as an effective way to scale monitoring of the environment. However, a pressing challenge faced in many eScience projects is how to manage, analyze, and visualize very large data so that scientists can benefit, with ecoacoustic data presenting its own particular challenges. This paper presents a new zoomable interactive visualization interface for the exploration of environmental audio data. The interface is a new tool in the Acoustic Workbench, an ecoacoustics software platform built for managing environmental audio data. This Google Maps like interface for audio data, enables zooming in and out of audio data by incorporating specialized, multiresolution, visual representations of audio data into the workbench website. The ‘zooming’ visualization allows scientists to surface the structure, detail, and patterns in content that would otherwise be opaque to them, from scales of seconds through to weeks of data. The Ecosounds instance of the Acoustic Workbench contains 52 years (108 TB) of audio data, from 1016 locations, which results in a 180 million-tile, 8.3 terapixel visualization. The design and implementation of this novel big audio data visualization is presented along with some design considerations for storing visualization tiles.","PeriodicalId":6476,"journal":{"name":"2018 IEEE 14th International Conference on e-Science (e-Science)","volume":"273 1","pages":"1-10"},"PeriodicalIF":0.0000,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 14th International Conference on e-Science (e-Science)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ESCIENCE.2018.00140","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

Abstract

Monitoring the environment with acoustic sensors is now practical; sensors are sold as commercial devices, storage is cheap, and the field of ecoacoustics is recognized as an effective way to scale monitoring of the environment. However, a pressing challenge faced in many eScience projects is how to manage, analyze, and visualize very large data so that scientists can benefit, with ecoacoustic data presenting its own particular challenges. This paper presents a new zoomable interactive visualization interface for the exploration of environmental audio data. The interface is a new tool in the Acoustic Workbench, an ecoacoustics software platform built for managing environmental audio data. This Google Maps like interface for audio data, enables zooming in and out of audio data by incorporating specialized, multiresolution, visual representations of audio data into the workbench website. The ‘zooming’ visualization allows scientists to surface the structure, detail, and patterns in content that would otherwise be opaque to them, from scales of seconds through to weeks of data. The Ecosounds instance of the Acoustic Workbench contains 52 years (108 TB) of audio data, from 1016 locations, which results in a 180 million-tile, 8.3 terapixel visualization. The design and implementation of this novel big audio data visualization is presented along with some design considerations for storing visualization tiles.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
可视化五十年的环境声学数据
用声传感器监测环境现在是可行的;传感器作为商业设备出售,存储成本低廉,生态声学领域被认为是大规模监测环境的有效方法。然而,许多eScience项目面临的一个紧迫挑战是如何管理、分析和可视化非常大的数据,以便科学家能够受益,生态声学数据呈现出其自身的特殊挑战。本文提出了一种用于环境音频数据挖掘的可缩放交互式可视化界面。该接口是Acoustic Workbench中的一个新工具,Acoustic Workbench是一个为管理环境音频数据而构建的生态声学软件平台。这个类似于谷歌地图的音频数据接口,通过将音频数据的专门的、多分辨率的可视化表示合并到工作台网站中,可以放大和缩小音频数据。“放大”可视化使科学家能够呈现出内容的结构、细节和模式,否则这些内容对他们来说是不透明的,从几秒钟到几周的数据。声学工作台的Ecosounds实例包含了来自1016个地点的52年(108tb)音频数据,从而产生了1.8亿张、8.3万亿像素的可视化效果。介绍了这种新颖的大音频数据可视化的设计和实现,以及存储可视化块的一些设计注意事项。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Occam: Software Environment for Creating Reproducible Research Smart Data Scouting in Professional Soccer: Evaluating Passing Performance Based on Position Tracking Data Improving LBFGS Optimizer in PyTorch: Knowledge Transfer from Radio Interferometric Calibration to Machine Learning Nordic Exome Variant Catalogue a Web Resource for Genomic Data Browsing Survey on Research Software Engineering in the Netherlands
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1