gov.noaa.ncei.pad:NOAA-Navy-SanctSound_HI04_02_GoogleAI_humpbackwhale_1h
eng; USA
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dataset
NOAA National Centers for Environmental Information
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information
pointOfContact
2022-04-14
ISO 19115-2 Geographic Information - Metadata - Part 2: Extensions for Imagery and Gridded Data
ISO 19115-2:2009(E)
Humpback Whale Sound Production Recorded at SanctSound Site HI04_02
2022-04-15
publication
Final SanctSound Data Product
International DOI Foundation (IDF)
10.25921/02v3-5b36
NOAA National Centers for Environmental Information
NCEI Metadata ID: gov.noaa.ncei.pad:NOAA-Navy-SanctSound_HI04_02_GoogleAI_humpbackwhale_1h
Simone Baumann-Pickering
Scripps Institution of Oceanography
principalInvestigator
Leila Hatch
NOAA Stellwagen Bank National Marine Sanctuary
principalInvestigator
John Joseph
U.S. Naval Postgraduate School
principalInvestigator
Anke Kuegler
Hawai'i Institute of Marine Biology, University of Hawai'i at Manoa
principalInvestigator
Marc Lammers
NOAA Hawaiian Islands Humpback Whale National Marine Sanctuary
principalInvestigator
Tetyana Margolina
U.S. Naval Postgraduate School
principalInvestigator
Karlina Merkens
NOAA Pacific Islands Fisheries Science Center
principalInvestigator
Lindsey Peavey Reeves
NOAA Channel Islands National Marine Sanctuary
principalInvestigator
Timothy Rowell
NOAA Northeast Fisheries Science Center
principalInvestigator
Jenni Stanley
Woods Hole Oceanographic Institution
principalInvestigator
Alison Stimpert
Moss Landing Marine Laboratories
principalInvestigator
Sofie Van Parijs
NOAA Northeast Fisheries Science Center
principalInvestigator
Eden Zang
NOAA Hawaiian Islands Humpback Whale National Marine Sanctuary
principalInvestigator
NOAA National Centers for Environmental Information
publisher
NOAA Office of National Marine Sanctuaries
author
U.S. Navy
author
Matt Harvey
Google
collaborator
This record represents humpback whale sound production detected from raw passive acoustic data.All continuous acoustic data were divided into 30 s wav file subsamples and processed using a machine learning humpback whale detector model developed and provided by Google (GoogleAI; Matt Harvey). The presence of humpback whale song is scored by the model and, compared to a choosen threshold, was assigned a binary 0/1 designation indicating absence (0) or presence (1). The percentage of files with humpback whale presence per hour was calculated.These data were recorded at SanctSound Site HI04_02 between December 01, 2019 and May 11, 2020.
These data are available to the public for a wide variety of uses including scientific research and analysis.
This project received funding from the U.S. Navy.
completed
NOAA National Centers for Environmental Information
ncei.info@noaa.gov
https://www.ncei.noaa.gov/contact
NCEI Contact Information
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information
pointOfContact
Carrie Wall
NOAA National Centers for Environmental Information
NCEI Passive Acoustic Archive Lead
pad.info@noaa.gov
pointOfContact
asNeeded
https://www.ngdc.noaa.gov/mgg/pad/SanctSound/20181009-sound-monitoring-locations-1000.jpg
Monitoring locations for the SanctSound project. Credit: NOAA
jpeg
Earth Science > Biological Classification > Animals/Vertebrates > Fish
Earth Science > Biological Classification > Animals/Invertebrates
Earth Science > Biological Classification > Animals/Vertebrates > Mammals > Cetaceans
Earth Science > Oceans > Ocean Acoustics
Earth Science Oceans > Aquatic Sciences > Fisheries
Earth Science > Oceans > Marine Environment Monitoring
Earth Science > Oceans > Ocean Acoustics > Ambient Noise
Earth Science > Biosphere > Aquatic Ecosystems
Earth Science > Biosphere > Aquatic Ecosystems > Marine Habitat
theme
Global Change Master Directory (GCMD) Science Keywords
2020-01-09
publication
9.1
NASA Goddard Space Flight Center, Earth Science Data and Information System
https://earthdata.nasa.gov/earth-observation-data/find-data/idn/gcmd-keywords
Global Change Master Directory (GCMD) Keywords
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information
custodian
Ocean > Pacific Ocean > Central Pacific Ocean > Hawaiian Islands
Vertical Location > Water Column
place
Global Change Master Directory (GCMD) Location Keywords
2020-01-09
publication
9.1
NASA Goddard Space Flight Center, Earth Science Data and Information System
https://earthdata.nasa.gov/earth-observation-data/find-data/idn/gcmd-keywords
Global Change Master Directory (GCMD) Keywords
The information provided on this page seeks to define how the GCMD Keywords are structured, used and accessed. It also provides information on how users can participate in the further development of the keywords.
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Fixed Observation Stations
platform
Global Change Master Directory (GCMD) Platform Keywords
2020-01-09
publication
9.1
NASA Goddard Space Flight Center, Earth Science Data and Information System
https://earthdata.nasa.gov/earth-observation-data/find-data/idn/gcmd-keywords
Global Change Master Directory (GCMD) Keywords
The information provided on this page seeks to define how the GCMD Keywords are structured, used and accessed. It also provides information on how users can participate in the further development of the keywords.
information
custodian
Recorders/Loggers > Passive Acoustic Recorder
Acoustic Sounders > Hydrophones
instrument
Global Change Master Directory (GCMD) Instrument Keywords
2020-01-09
publication
9.1
NASA Goddard Space Flight Center, Earth Science Data and Information System
https://earthdata.nasa.gov/earth-observation-data/find-data/idn/gcmd-keywords
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The information provided on this page seeks to define how the GCMD Keywords are structured, used and accessed. It also provides information on how users can participate in the further development of the keywords.
information
custodian
SanctSound > NOAA-Navy Sanctuary Soundscapes Monitoring Project
project
Global Change Master Directory (GCMD) Project Keywords
2020-01-09
publication
9.1
NASA Goddard Space Flight Center, Earth Science Data and Information System
https://earthdata.nasa.gov/earth-observation-data/find-data/idn/gcmd-keywords
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The information provided on this page seeks to define how the GCMD Keywords are structured, used and accessed. It also provides information on how users can participate in the further development of the keywords.
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DOC/NOAA/NESDIS/NCEI > National Centers for Environmental Information, NESDIS, NOAA, U.S. Department of Commerce
DOC/NOAA/NMFS > National Marine Fisheries Service, NOAA, U.S. Department of Commerce
DOD/USNAVY > U.S. Navy, U.S. Department of Defense
DOC/NOAA/NOS/NMS > National Marine Sanctuaries, National Ocean Service, NOAA, U.S. Department of Commerce
dataCentre
Global Change Master Directory (GCMD) Data Center Keywords
2020-01-09
publication
9.1
NASA Goddard Space Flight Center, Earth Science Data and Information System
https://earthdata.nasa.gov/earth-observation-data/find-data/idn/gcmd-keywords
Global Change Master Directory (GCMD) Keywords
The information provided on this page seeks to define how the GCMD Keywords are structured, used and accessed. It also provides information on how users can participate in the further development of the keywords.
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otherRestrictions
Distribution liability: NOAA and NCEI make no warranty, expressed or implied, regarding these data, nor does the fact of distribution constitute such a warranty. NOAA and NCEI cannot assume liability for any damages caused by any errors or omissions in these data. If appropriate, NCEI can only certify that the data it distributes are an authentic copy of the records that were accepted for inclusion in the NCEI archives.
otherRestrictions
Use liability: NOAA and NCEI cannot provide any warranty as to the accuracy, reliability, or completeness of furnished data. Users assume responsibility to determine the usability of these data. The user is responsible for the results of any application of this data for other than its intended purpose.
otherRestrictions
Cite as: NOAA Office of National Marine Sanctuaries and U.S Navy. 2021. Humpback Whale Sound Production Recorded at SanctSound Site HI04_02, SanctSound Data Products. NOAA National Centers for Environmental Information. https://doi.org/10.25921/02v3-5b36. [access date].
NOAA-Navy Sanctuary Soundscapes Monitoring Project (SanctSound)
Office of National Marine Sanctuaries
sponsor
U.S. Navy
sponsor
https://sanctuaries.noaa.gov/science/monitoring/sound/
Sound Monitoring
NOAA and the U.S. Navy are working to better understand underwater sound within the U.S. National Marine Sanctuary System. From 2018 to 2021, these agencies will work with numerous scientific partners to study sound within seven national marine sanctuaries and one marine national monument, which includes waters off Hawai'i and the east and west coasts. Standardized measurements will assess sounds produced by marine animals, physical processes (e.g., wind and waves), and human activities. Collectively, this information will help NOAA and the Navy measure sound levels and baseline acoustic conditions in sanctuaries. This work is a continuation of ongoing Navy and NOAA research, including efforts by NOAA's Office of National Marine Sanctuaries This dataset represents the derived products from the raw acoustic data that are archived at NOAA National Centers for Environmental Information.
information
largerWorkCitation
project
eng; USA
biota
oceans
Site HI04_02
-159.586389
-159.586389
22.263472
22.263472
2019-12-01T01:00:00Z
2020-05-11T21:00:00Z
Passive acoustic data
physicalMeasurement
timestamp
string
Time in ISO 8601 date format
percentage
double
Proportion of positive detections
1
0
percent
double
All continuous acoustic data were divided into 30 s wav file subsamples and processed using a machine learning humpback whale detector model developed and provided by Google (GoogleAI; Matt Harvey). The presence of humpback whale song is scored by the model and, compared to a choosen threshold, was assigned a binary 0/1 designation indicating absence (0) or presence (1). The percentage of files with humpback whale presence per hour was calculated.
NOAA National Centers for Environmental Information
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https://doi.org/10.25921/02v3-5b36
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Metadata Landing Page
information
https://coastwatch.pfeg.noaa.gov/erddap/griddap/noaaSanctSound_HI04_02_GoogleAI_humpbackwhale_1h.html
ERDDAP:griddap
NOAA-Navy Sanctuary Soundscape Monitoring Project, Humpback Whale Sound Production, Hawaiian Islands, SanctSound_HI04_02_GoogleAI_humpbackwhale_1h
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dataset
Quality data were recorded for the duration of the deployment.
All data were collected with standardized and calibrated acoustic recording equipment. Data quality was assessed through visual analysis and examination of acoustic levels over time across all frequencies.
All continuous acoustic data were divided into 30 s wav file subsamples. All 30 s recordings were processed using a machine learning humpback whale detector model developed and provided by Google (GoogleAI; Matt Harvey), which steps through each recording at 1.1 s intervals. At each step, the presence of humpback whale song is scored by the model, resulting in 27 scores for each file. The mean out of the 27 scores was calculated and upon meeting a choosen threshold of 0.25 was assigned a binary 0/1 designation indicating absence (0) or presence (1) of humpback whale song within the file. The percentage of files with humpback whale presence per hour was calculated.
Data were processed with GoogleAI
GoogleAI
asNeeded
Based on the NCEI Collection Level Metadata Template v1.1 (https://data.noaa.gov/waf/templates/iso_u/xml/ncei_template-clean.xml).
Fixed Observation Stations
Self-contained underwater sound recorder for long term ocean deployments.
SoundTrap ST500
long term recorder