UW data analysis with Python webinar

The collection and analysis of data are central to all areas of acoustics. While data analysis has been performed extensively with several coding languages in the past, Python has been gaining prominence. This webinar will highlight some common applications of data analysis in Python using examples from underwater acoustics. The webinar will consist of a series of presentations by underwater acoustics experts. The first presentation will be a brief overview of some openly available datasets. Examples of spectral analyses on a few types of data will then be presented. Following the spectral analyses, a few array processing methods will be demonstrated and applications to data presented. The link to a GitHub repo for the codes and data samples used in this special session webinar will be provided to participants at the beginning of the session. Those familiar with Python and Jupyter Notebooks will be able to clone the repo and follow along during the webinar. The webinar will end with a discussion regarding additional freely available resources for data analysis in ocean acoustics.

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Publication Details

Journal
The Journal of the Acoustical Society of America
Published
2024-10-01
DOI
https://doi.org/10.1121/10.0034989
Primary Topic
Underwater Acoustics Research
Type
article
Field-Weighted Citation Impact
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article

UW data analysis with Python webinar

Tyler J. Flynn, Tracianne B. Neilsen
The Journal of the Acoustical Society of America
Underwater Acoustics Research
article

UW data analysis with Python webinar

Tyler J. Flynn, Tracianne B. Neilsen
article en

Abstract

The collection and analysis of data are central to all areas of acoustics. While data analysis has been performed extensively with several coding languages in the past, Python has been gaining prominence. This webinar will highlight some common applications of data analysis in Python using examples from underwater acoustics. The webinar will consist of a series of presentations by underwater acoustics experts. The first presentation will be a brief overview of some openly available datasets. Examples of spectral analyses on a few types of data will then be presented. Following the spectral analyses, a few array processing methods will be demonstrated and applications to data presented. The link to a GitHub repo for the codes and data samples used in this special session webinar will be provided to participants at the beginning of the session. Those familiar with Python and Jupyter Notebooks will be able to clone the repo and follow along during the webinar. The webinar will end with a discussion regarding additional freely available resources for data analysis in ocean acoustics.

The Journal of the Acoustical Society of AmericaVol. 156(4_Supplement)
Brigham Young University (US), Johns Hopkins University Applied Physics Laboratory (US), Allentown Public Library (US)
Life below water
Openalex Percentile: Top 74%
Underwater Acoustics Research
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UW data analysis with Python webinar — Tyler J. Flynn, Tracianne B. Neilsen · The Journal of the Acoustical Society of America (2024) | TGRS Research Map | TGRS