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The Next Wave of Passive Acoustic Data Management: How Centralized Access Can Enhance Science
- Source :
- Frontiers in Marine Science, Vol 8 (2021)
- Publication Year :
- 2021
- Publisher :
- Frontiers Media S.A., 2021.
-
Abstract
- Passive acoustic data collection has grown exponentially over the past decade resulting in petabytes of data that document our ocean soundscapes. This effort has resulted in two big data challenges: (1) the curation, management, and global dissemination of passive acoustic datasets and (2) efficiently extracting critical information and comparing it to other datasets in the context of ecosystem-based research and management. To address the former, the NOAA National Centers for Environmental Information recently established an archive for passive acoustic data. This fast-growing archive currently contains over 100 TB of passive acoustic audio files mainly collected from stationary recorders throughout waters in the United States. These datasets are documented with standards-based metadata and are freely available to the public. To begin to address the latter, through standardized processing and centralized stewardship and access, we provide a previously unattainable comparison of first order sound level-patterns from archived data collected across three distinctly separate long-term passive acoustic monitoring (PAM) efforts conducted at regional and national scales: NOAA/National Park Service Ocean Noise Reference Station Network, the Atlantic Deepwater Ecosystem Observatory Network, and the Sanctuary Soundscape Monitoring Project. Nine sites were selected from these projects covering the Alaskan Arctic, Northeast and Central Pacific, Gulf of Mexico, Caribbean Sea, and Mid and Northwest Atlantic. Sites could generally be categorized into those strongly influenced by anthropogenic noise (e.g., vessel traffic) and those that were not. Higher sound levels, specifically for lower frequencies (
- Subjects :
- 0106 biological sciences
Soundscape
soundscape
Data management
Science
Big data
anthropogenic noise
Ocean Engineering
Context (language use)
Aquatic Science
marine mammal
QH1-199.5
Oceanography
01 natural sciences
passive acoustic monitoring
0103 physical sciences
010301 acoustics
Sound (geography)
Water Science and Technology
open access
Global and Planetary Change
geography
Data collection
geography.geographical_feature_category
business.industry
010604 marine biology & hydrobiology
Environmental resource management
General. Including nature conservation, geographical distribution
Noise
Arctic
Environmental science
data management
business
Subjects
Details
- Language :
- English
- ISSN :
- 22967745
- Volume :
- 8
- Database :
- OpenAIRE
- Journal :
- Frontiers in Marine Science
- Accession number :
- edsair.doi.dedup.....51a93af33dd0bde151ea7bad02188d1b
- Full Text :
- https://doi.org/10.3389/fmars.2021.703682/full