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Analysing environmental acoustic data through collaboration and automation

机译:通过协作和自动化分析环境声学数据

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摘要

Monitoring environmental health is becoming increasingly important as human activity and climate change place greater pressure on global biodiversity. Acoustic sensors provide the ability to collect data passively, objectively and continuously across large areas for extended periods. While these factors make acoustic sensors attractive as autonomous data collectors, there are significant issues associated with large-scale data manipulation and analysis. We present our current research into techniques for analysing large volumes of acoustic data efficiently. We provide an overview of a novel online acoustic environmental workbench and discuss a number of approaches to scaling analysis of acoustic data; online collaboration, manual, automatic and human-in-the loop analysis.
机译:随着人类活动和气候变化给全球生物多样性带来更大压力,监测环境健康变得越来越重要。声传感器提供了在大范围内被动,客观和连续地收集数据的能力。尽管这些因素使声学传感器作为自主数据收集器具有吸引力,但与大规模数据处理和分析相关的重大问题仍然存在。我们介绍了当前对有效分析大量声学数据的技术的研究。我们提供了一个新颖的在线声学环境工作台的概述,并讨论了用于缩放声学数据的多种方法。在线协作,手动,自动和人在回路分析。

著录项

  • 来源
    《Future generation computer systems》 |2013年第2期|560-568|共9页
  • 作者单位

    Faculty of Science and Technology, Gardens Point Campus, Queensland University ofTechnology, Brisbane, Queensland, 4000, Australia;

    Faculty of Science and Technology, Gardens Point Campus, Queensland University ofTechnology, Brisbane, Queensland, 4000, Australia;

    Faculty of Science and Technology, Gardens Point Campus, Queensland University ofTechnology, Brisbane, Queensland, 4000, Australia;

    Faculty of Science and Technology, Gardens Point Campus, Queensland University ofTechnology, Brisbane, Queensland, 4000, Australia;

    Faculty of Science and Technology, Gardens Point Campus, Queensland University ofTechnology, Brisbane, Queensland, 4000, Australia;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    sensors; acoustic sensing; data analysis; biodiversity;

    机译:传感器声音感应数据分析;生物多样性;

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