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    <alternateIdentifier>https://obis.org/dataset/b855f876-36b4-4f3d-992e-7425750121e2</alternateIdentifier>
    <title xml:lang="eng">Gray whale localized acoustic detections in Granite Canyon 2014-2015</title>
    <creator>
      <individualName>
        <givenName>Regina</givenName>
        <surName>Guazzo</surName>
      </individualName>
      <organizationName>Naval Information Warfare Center Pacific</organizationName>
      <positionName>Primary contact</positionName>
      <electronicMailAddress>regina.guazzo@gmail.com</electronicMailAddress>
      <onlineUrl/>
    </creator>
    <metadataProvider>
      <individualName>
        <surName>OBIS-SEAMAP</surName>
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      <organizationName>Marine Geospatial Ecology Lab, Duke University</organizationName>
      <positionName/>
      <address>
        <deliveryPoint>A328 LSRC building</deliveryPoint>
        <city>Durham</city>
        <administrativeArea>NC</administrativeArea>
        <postalCode>27708</postalCode>
        <country>US</country>
      </address>
      <electronicMailAddress>seamap-contact@duke.edu</electronicMailAddress>
      <onlineUrl>https://seamap.env.duke.edu</onlineUrl>
    </metadataProvider>
    <associatedParty>
      <individualName>
        <surName>OBIS-SEAMAP</surName>
      </individualName>
      <organizationName>Marine Geospatial Ecology Lab, Duke University</organizationName>
      <positionName/>
      <address>
        <deliveryPoint>A328 LSRC building</deliveryPoint>
        <city>Durham</city>
        <administrativeArea>NC</administrativeArea>
        <postalCode>27708</postalCode>
        <country>US</country>
      </address>
      <electronicMailAddress>seamap-contact@duke.edu</electronicMailAddress>
      <onlineUrl>https://seamap.env.duke.edu</onlineUrl>
      <role>distributor</role>
    </associatedParty>
    <associatedParty>
      <individualName>
        <givenName>Regina</givenName>
        <surName>Guazzo</surName>
      </individualName>
      <organizationName>Naval Information Warfare Center Pacific</organizationName>
      <positionName>Primary contact</positionName>
      <electronicMailAddress>regina.guazzo@gmail.com</electronicMailAddress>
      <onlineUrl/>
      <role>owner</role>
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    <pubDate>2025-09-11</pubDate>
    <language>eng</language>
    <abstract>
      <para>Original provider:
Regina A. Guazzo, Scripps Institution of Oceanography

Dataset credits:
Scripps Institution of Oceanography, University of California San Diego

Abstract:
Eastern North Pacific gray whales make one of the longest annual migrations of any mammal, traveling from their summer feeding areas in the Bering and Chukchi Seas to their wintering areas in the lagoons of Baja California, Mexico. Although a significant body of knowledge on gray whale biology and behavior exists, little is known about their vocal behavior while migrating. In this study, we used a sparse hydrophone array deployed offshore of central California to investigate how gray whales behave and use sound while migrating. We detected, localized, and tracked whales for one full migration season, a first for gray whales. We verified and localized 10,644 gray whale M3 calls and grouped them into 280 tracks. Results confirm that gray whales are acoustically active while migrating and their swimming and acoustic behavior changes
on daily and seasonal time scales. The seasonal timing of the calls verifies the gray whale migration timing determined using other methods such as counts conducted by visual observers. The total number of calls and the percentage of calls that were part of a track changed significantly over both seasonal and daily time scales. An average calling rate of 5.7 calls/whale/day was observed, which is significantly greater than previously reported migration calling rates. We measured a mean speed of 1.6 m/s and quantified heading, direction, and water depth where tracks were located. Mean speed and water depth remained constant between night and day, but these quantities had greater variation at night. Gray whales produce M3 calls with a root mean square source level of 156.9 dB re 1 &#xB5;Pa at 1 m. Quantities describing call characteristics were variable and dependent on site-specific propagation characteristics.
</para>
    </abstract>
    <keywordSet>
      <keyword>Marine Biology</keyword>
      <keyword>Passive acoustic detection</keyword>
      <keyword>Marine Animal Survey</keyword>
      <keyword>Marine mammals</keyword>
      <keyword>Acoustic presense/absence</keyword>
      <keyword>Ocean-based Platforms</keyword>
      <keyword>Gray whale</keyword>
      <keyword>Eschrichtius robustus</keyword>
      <keyword>M3 call</keyword>
      <keyword>type 3 call</keyword>
      <keywordThesaurus>N/A</keywordThesaurus>
    </keywordSet>
    <additionalInfo>
      <!-- Added for IPT2.3 on 2016-02-29. This field should include words "marine, harvested by iOBIS" for IPT -->
      <para>[2017-10-27] The data sheets in the zipped shapefile download file are updated.

[2017-09-26] The number of localizations has increased by about 400 based on a more correct method of counting calls.

Four moored hydrophone arrays were used to detect.
Hydrophone, Latitude, Longitude, Depth, Channel
NE 36.43778, -121.94417	52, 1
NW 36.43512, -121.96082	95, 2
SE 36.42679, -121.93743	43, 3
SW 36.41872, -121.94925	79, 4


The original data sheets provided by the provider are included in the downloadable zip file. To get it, choose "Dataset on Dataset Page" and "As shapefile" as desired options through the download processes on the OBIS-SEAMAP Dataset Page.

The sheet labeled M3 contains attributes of each of the M3 calls that were localized.
JulianTime: Matlab's datenum.  Days since January 0, 0000
Latitude: Localized latitude of call
Longitude: Localized longitude of call
Tracked: 0 if not part of a track, 1 if call was part of track
WaterDepth: Depth in meters
RangeXX: Range to each of the hydrophones (NE,NW,SE,SW)
Duration_XX: Duration of call in seconds at each hydrophone
RL_rms_XX: Root Mean Square received level at each hydrophone (&#xB5;Pa)
RL_p2p_XX: Peak-to-Peak received level at each hydrophone (&#xB5;Pa)
SL_rms_XX: Root Mean Square source level at each hydrophone (dB re 1 &#xB5;Pa)
SL_sel_XX: Sound Exposure Level source level at each hydrophone (dB re 1 &#xB5;Pa^2*s)
SL_p2p_XX: Peak-to-Peak source level at each hydrophone (dB re 1 &#xB5;Pa)
PeakFreq_XX: Peak frequency at each hydrophone (Hz)
BW_3dB_XX: 3 dB Bandwidth around peak frequency at each hydrophone (Hz)
MeanFreq_XX: Mean frequency at each hydrophone (Hz)
SigmaBW_XX: +/- sigma bandwidth at each hydrophone (Hz)

The sheet labeled M1 contains attributes of each of the M1 calls manually detected on a single hydrophone (NE)
JulianTime: Matlab's datenum.  Days since January 0, 0000
IPI: mean inter-pulse interval between pulses within a call
IPI_SD2: variance of inter-pulse intervals between pulses within a call
NumPulses: Total number of pulses within a call
PeakFreq_NE: Peak frequency at NE hydrophone (Hz)
BW3dB_NE: 3 dB Bandwidth around peak frequency at NE hydrophone (Hz)
MeanFreq_NE: Mean frequency at NE hydrophone (Hz)
SigmaBW_NE: +/- sigma bandwidth at NE hydrophone (Hz)

The sheet labeled M3 contains noise levels for every minute of recording
JulianTime: Matlab's datenum.  Days since January 0, 0000
NoiseLevel_XX: Root median square noise level for the one minute period starting at JulianTime (&#xB5;Pa) on the recordings from each hydrophone</para>
    </additionalInfo>
    <intellectualRights>
      <!-- Added for IPT2.3 on 2015-11-18 . TextType -->
      <para>This work is licensed under a <ulink url="http://creativecommons.org/licenses/by-nc/4.0/legalcode"><citetitle>Creative Commons Attribution Non Commercial (CC-BY-NC) 4.0 License</citetitle></ulink>.</para>
    </intellectualRights>
    <distribution scope="document">
      <online>
        <url function="information">https://seamap.env.duke.edu/dataset/1541</url>
      </online>
    </distribution>
    <coverage>
      <geographicCoverage>
        <geographicDescription>Oceans,Granite Canyon,Pacific,Monterey Bay National Marine Sanctuary,California</geographicDescription>
        <boundingCoordinates>
          <westBoundingCoordinate>-121.98</westBoundingCoordinate>
          <eastBoundingCoordinate>-121.92</eastBoundingCoordinate>
          <northBoundingCoordinate>36.45</northBoundingCoordinate>
          <southBoundingCoordinate>36.4</southBoundingCoordinate>
        </boundingCoordinates>
      </geographicCoverage>
      <temporalCoverage>
        <rangeOfDates>
          <beginDate>
            <calendarDate>2014-12-01</calendarDate>
          </beginDate>
          <endDate>
            <calendarDate>2015-05-03</calendarDate>
          </endDate>
        </rangeOfDates>
      </temporalCoverage>
      <taxonomicCoverage>
        <generalTaxonomicCoverage>Scientific names are based on the Integrated Taxonomic Information System (ITIS).</generalTaxonomicCoverage>
        <taxonomicClassification>
          <taxonRankName>species</taxonRankName>
          <taxonRankValue>Eschrichtius robustus</taxonRankValue>
          <commonName>Gray whale</commonName>
        </taxonomicClassification>
      </taxonomicCoverage>
    </coverage>
    <purpose>
      <para/>
    </purpose>
    <!-- Added for IPT2.3 on 2015-11-18 
Available options for maintenanceUpdateFrequency
daily|...|notPlanned|irregular|unknown
-->
    <maintenance>
      <description>
        <para/>
      </description>
      <maintenanceUpdateFrequency>notPlanned</maintenanceUpdateFrequency>
    </maintenance>
    <contact>
      <individualName>
        <givenName>Regina</givenName>
        <surName>Guazzo</surName>
      </individualName>
      <organizationName>Naval Information Warfare Center Pacific</organizationName>
      <positionName>Primary contact</positionName>
      <electronicMailAddress>regina.guazzo@gmail.com</electronicMailAddress>
      <onlineUrl/>
    </contact>
    <methods>
      <methodStep>
        <description>
          <para>NA</para>
        </description>
      </methodStep>
      <sampling>
        <studyExtent>
          <description>
            <para>NA</para>
          </description>
        </studyExtent>
        <samplingDescription>
          <para>NA</para>
        </samplingDescription>
      </sampling>
    </methods>
    <project>
      <title>Gray whale localized acoustic detections in Granite Canyon 2014-2015</title>
      <personnel>
        <individualName>
          <givenName>Regina</givenName>
          <surName>Guazzo</surName>
        </individualName>
        <role>owner</role>
      </personnel>
      <funding>
        <para>NA</para>
      </funding>
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        <descriptor name="generic" citableClassificationSystem="false">
          <descriptorValue/>
        </descriptor>
      </studyAreaDescription>
      <designDescription>
        <description>
          <para/>
        </description>
      </designDescription>
    </project>
    <shortName>zd_1541</shortName>
  </dataset>
  <additionalMetadata>
    <metadata>
      <gbif>
        <dateStamp>2025-09-11T15:39:57-04:00</dateStamp>
        <hierarchyLevel>dataset</hierarchyLevel>
        <citation identifier="https://doi.org/10.82144/acb3bd80">Guazzo, R. 2017. Gray whale localized acoustic detections in Granite Canyon 2014-2015. Version 1.1.0. Dataset published in OBIS-SEAMAP. https://doi.org/10.82144/acb3bd80.</citation>
        <bibliography>
          <citation identifier="https://doi.org/10.1371/journal.pone.0185585">Guazzo, RA and Helble, TA and D'Spain, GL and Weller, DW and Wiggins, SM and Hildebrand, JA. 2017. Migratory behavior of eastern North Pacific gray whales tracked using a hydrophone array. PloS one12 (10): e0185585. </citation>
        </bibliography>
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              <formatName>Interactive map</formatName>
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          <distribution>
            <online>
              <url function="download">https://seamap.env.duke.edu/dataset/1541</url>
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        <physical>
          <objectName>FGDC Metadata</objectName>
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        <!-- added for STAT on 2016/03/28 -->
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