The DOI matches its Crossref record; 15 of the 15 references it cites were found in a registry or an index.
Hybrid millidecade spectra: A practical format for exchange of long-term ambient sound data
Open accessAbstract
This Letter proposes a frequency scaling for processing, storing, and sharing high-bandwidth, passive acoustic spectral data that optimizes data volume while maintaining reasonable data resolution. The format is a hybrid that uses 1 Hz resolution up to 455 Hz and millidecade frequency bands above 455 Hz. This hybrid is appropriate for many types of soundscape analysis, including detecting different types of soundscapes and regulatory applications like computing weighted sound exposure levels. Hybrid millidecade files are compressed compared to the 1 Hz equivalent such that one research center could feasibly store data from hundreds of projects for sharing among researchers globally.
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Hybrid compression schemes now cut file sizes by up to 85% while preserving the spectral fidelity needed for research.
“Hybrid compression schemes now cut file sizes by up to 85% while preserving the spectral fidelity needed for research (Diego-Tortosa et al. 2025; S. B. Martin et al. 2021)”
From Listening forward: emerging roles of bioacoustics in ecology, evolution, and conservation (2026) · cites this paper as S. B. Martin et al. 2021
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Global quieting of high-frequency seismic noise due to COVID-19 pandemic lockdown measures
Lecocq, T., Hicks, S., Noten, K. V., van Wijk, K., Koelemeijer, P., Plaen, R. S. M. D., Massin, F., Hillers, G., Anthony, R. E., Apoloner, M.-T., et al. (2020) · Science · doi:10.1126/science.abd2438 · Cited by 377
Celestial patterns in marine soundscapes
Staaterman, E. R., Paris, C., DeFerrari, H., Mann, D., Rice, A. N., & D’Alessandro, E. (2014) · Marine Ecology Progress Series · doi:10.3354/meps10911 · Cited by 187
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Harris, S. A., Shears, N. T., & Radford, C. A. (2015) · Methods in Ecology and Evolution · doi:10.1111/2041-210x.12527 · Cited by 184
US National Parks and management of park soundscapes: A review
Miller, N. P. (2007) · Applied Acoustics · doi:10.1016/j.apacoust.2007.04.008 · Cited by 131
Prediction of underwater sound levels from rain and wind
Ma, B. B., Nystuen, J. A., & Lien, R. (2005) · The Journal of the Acoustical Society of America · doi:10.1121/1.1910283 · Cited by 130
Spectral probability density as a tool for ambient noise analysis
Merchant, N. D., Barton, T. R., Thompson, P. M., Pirotta, E., Dakin, T., & Dorocicz, J. (2013) · The Journal of the Acoustical Society of America · doi:10.1121/1.4794934 · Cited by 110
Assessing marine ecosystem acoustic diversity across ocean basins
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Self-citationReal-time observations of the impact of COVID-19 on underwater noise
Thomson, D. J. M., & Barclay, D. R. (2020) · The Journal of the Acoustical Society of America · doi:10.1121/10.0001271 · Cited by 87
The influence of various reef sounds on coral‐fish larvae behaviour
Parmentier, É., Berten, L., Rigo, P., Aubrun, F., Nedelec, S. L., Simpson, S. D., & Lecchini, D. (2015) · Journal of Fish Biology · doi:10.1111/jfb.12651 · Cited by 72
Lillis, A., Apprill, A. M., Suca, J. J., Becker, C. C., Llopiz, J. K., & Mooney, T. A. (2018) · Royal Society Open Science · doi:10.1098/rsos.181358 · Cited by 66
Comparing the Underwater Soundscapes of Four U.S. National Parks and Marine Sanctuaries
Haver, S. M., Fournet, M. E. H., Dziak, R. P., Gabriele, C. M., Gedamke, J., Hatch, L. T., Haxel, J. H., Heppell, S. A., McKenna, M. F., Mellinger, D. K., et al. (2019) · Frontiers in Marine Science · doi:10.3389/fmars.2019.00500 · Cited by 62
Self-citationWeller, R. A., Rudnick, D. L., Payne, R. E., Dean, J. P., Pennington, N. J., & Trask, R. P. (1990) · Journal of Atmospheric and Oceanic Technology · doi:10.1175/1520-0426(1990)007 · Cited by 52
Ecosystem response to a temporary sea ice retreat in the Bering Sea: Winter 2009
Miksis‐Olds, J. L., Stabeno, P. J., Napp, J., Pinchuk, A. I., Nystuen, J. A., Warren, J. D., & Denes, S. L. (2012) · Progress In Oceanography · doi:10.1016/j.pocean.2012.10.010 · Cited by 35
Self-citationPikler, A. G. (1966) · The Journal of the Acoustical Society of America · doi:10.1121/1.1909997 · Cited by 22
Data Mining Sound Archives: A New Scalable Algorithm for Parallel-Distributing Processing
Dugan, P. J., Klinck, H., Zollweg, J. A., & Clark, C. W. (2015) · IEEE ... International Conference on Data Mining workshops · doi:10.1109/icdmw.2015.235 · Cited by 11
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Research works printed but not linked: 4
- [COL] Consortium for Ocean Leadership (2018). “Report of the Workshop on Recommendations Related to Passive Ocean Acoustic Data Standards,” (Washington, DC), https://oceanleadership.org/wp-content/uploads/2018/10/Ocean-Sound-Workshop-Report.pdf
- Directorate-General for Public Works and Water Management (Rijkswaterstaat), International Quiet Ocean Experiment (IQOE), Office of Naval Research - Global (US) (ONR-G), Acoustical Society of America (ASA), Netherlands Ministry of Defence, JASCO Applied Sciences, and TNO (2019). “Guidelines for observation of ocean sound,” in IQOE Workshop (Den Haag, Netherlands), p. 18, https://scor-int.org/IQOE/IQOE_2019_Standards_Workshop_Report.pdf
- International Quiet Ocean Experiment (2019). “Guidelines for Observation of Ocean Sound,” in IQOE Workshop (Den Haag, Netherlands), p. 18, https://scor-int.org/IQOE/IQOE_2019_Standards_Workshop_Report.pdf
- International Whaling Commission, IQOE, US NOAA & ONRG, and Netherlands TNO & Ministry of Infrastructure and the Environment, 2014, Joint workshop report: Predicting sound fields—global soundscape modelling to inform management of cetaceans and anthropogenic noise, 20
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Metadata
- Authors
- Martin, S. B., Gaudet, B. J., Klinck, H., Dugan, P. J., Miksis-Olds, J. L., Mellinger, D. K., Mann, D. A., Boebel, O., Wilson, C. C., Ponirakis, D. W., & Moors-Murphy, H.
- Affiliations
- JASCO Applied Sciences 1 , 32 Troop Ave, Suite 202, Dartmouth, Nova Scotia, B3B 1Z1, Canada
- National Oceanic and Atmospheric Administration (US)
- Center for Acoustics Research and Education, University of New Hampshire 3 , Durham, New Hampshire 03824, USA
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung (DE)
- ORCID
- Venue
- JASA Express Letters
- Publisher
- Acoustical Society of America (ASA)
- Published
- 2021-01-01
- Volume
- 1
- Issue
- 1
- Pages
- 011203-011203
- ISSN
- 2691-1191 (ISSN-L)
- OpenAlex
- W3127723274
- Cited by
- 27
- References
- 15
- Citations by year
- 2026: 6 · 2025: 9 · 2024: 5 · 2022: 2 · 2021: 5
- FWCI
- 3.73
- Type
- journal article
- Language
- en
- Update notices
- correction (2021-08-12)
- Open access
- diamond
- doi.org
- Licence
- Locations
- JASA Express Letters (publishedVersion, cc-by)
- PubMed (publishedVersion)
- University of New Hampshire Scholars Repository (University of New Hampshire at Manchester) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut) (submittedVersion)
- NOAA Institutional Repository (submittedVersion, cc-by)
- Funders
- Richard Lounsbery Foundation
- Topics
- Physical Sciences › Physics and Astronomy › Acoustics and Ultrasonics › Noise Effects and Management
- Physical Sciences › Computer Science › Signal Processing › Music and Audio Processing
- Physical Sciences › Engineering › Automotive Engineering › Vehicle Noise and Vibration Control
- Keywords
- frequency scaling, passive acoustic monitoring, soundscape analysis, data compression, data sharing, long-term acoustic monitoring, data storage
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