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    <title xml:lang="eng">Gray whale visual sightings from shore 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>
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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>
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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>
      <role>distributor</role>
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    <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>2025-07-31</pubDate>
    <language>eng</language>
    <abstract>
      <para>Original provider:
Regina A. Guazzo, Scripps Institution of Oceanography

Dataset credits:
National Oceanic and Atmospheric Administration, Southwest Fisheries 
Science Center

Abstract:
During the eastern North Pacific gray whale 2014&#x2013;2015 southbound 
migration, acoustic call recordings, infrared blow detections, and visual 
sightings were combined to estimate cue rates, needed to convert 
detections into abundance. The gray whale M3 acoustic call rate was 2.3&#x2013;24 
calls/whale/day with an average of 7.5 calls/whale/day over the entire 
migration (southbound and northbound) and showed a positive trend from 
30 December&#x2013;13 February. The infrared camera blow rate averaged 49 
blows/whale/hour over 5&#x2013;8 January. With a call rate model, we estimated 
that 4,340 gray whales migrated south before visual observations began on 
30 December, which is 2,829 more gray whales than used in the visual 
abundance estimate. This finding highlights the usefulness of cue rates to 
increase precision in abundance estimates. We suggest that visual 
observers increase their survey effort to all of December to verify gray 
whale abundance corrections. Probability of detection of a whale blow by 
the infrared camera was the same at night as during the day. However, 
probability of detection decreased beyond 2.1 km offshore, whereas visual 
sightings revealed consistent whale densities up to 3 km offshore. We 
suggest that future infrared camera surveys use multiple cameras 
optimized for different ranges offshore.
</para>
    </abstract>
    <keywordSet>
      <keyword>Occurrence</keyword>
      <keywordThesaurus>GBIF Dataset Type Vocabulary: http://rs.gbif.org/vocabulary/gbif/dataset_type.xml</keywordThesaurus>
    </keywordSet>
    <keywordSet>
      <keyword>Observation</keyword>
      <keywordThesaurus>GBIF Dataset Subtype Vocabulary: http://rs.gbif.org/vocabulary/gbif/dataset_subtype.xml</keywordThesaurus>
    </keywordSet>
    <keywordSet>
      <keyword>Marine Biology</keyword>
      <keyword>Visual sighting</keyword>
      <keyword>Marine Animal Survey</keyword>
      <keyword>Marine mammals</keyword>
      <keyword>Visual Sighting</keyword>
      <keyword>Land-based</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>Visual Observation Location: 36 26' 23.61" N 121 55' 20.5" W

The sheet labeled "Effort" contains start and end times for observations in 
both UTC and PST time zones.  B indicates the observations were beginning 
and E indicates the observations were ending.  times are in Matlab's 
datenum format: Days since January 0, 0000

The sheet labeled "Modeled Abundance" contains the estimated number of 
whales that passed each day.  Date is the Julian Date in Matlab's datenum 
format: Days since January 0, 0000.  The estimated number of whales each 
day are given as a probability distribution.  Median and the 95% highest 
posterior density interval are reported.  Methods are described by Durban 
et al. 2015.

The original datasheet is included in the downloadable zipped file.</para>
    </additionalInfo>
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      <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/1862</url>
      </online>
    </distribution>
    <coverage>
      <geographicCoverage>
        <geographicDescription>Oceans,Granite Canyon,Pacific,Monterey Bay National Marine Sanctuary,California</geographicDescription>
        <boundingCoordinates>
          <westBoundingCoordinate>-122.024389</westBoundingCoordinate>
          <eastBoundingCoordinate>-121.923697</eastBoundingCoordinate>
          <northBoundingCoordinate>36.46161</northBoundingCoordinate>
          <southBoundingCoordinate>36.405439</southBoundingCoordinate>
        </boundingCoordinates>
      </geographicCoverage>
      <temporalCoverage>
        <rangeOfDates>
          <beginDate>
            <calendarDate>2014-12-30</calendarDate>
          </beginDate>
          <endDate>
            <calendarDate>2015-02-13</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>
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Available options for maintenanceUpdateFrequency
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      <description>
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    <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>
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          <para>NA</para>
        </description>
      </methodStep>
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            <para>NA</para>
          </description>
        </studyExtent>
        <samplingDescription>
          <para>NA</para>
        </samplingDescription>
      </sampling>
    </methods>
    <project>
      <title>Gray whale visual sightings from shore 2014-2015</title>
      <personnel>
        <individualName>
          <givenName>Regina</givenName>
          <surName>Guazzo</surName>
        </individualName>
        <role>owner</role>
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      <funding>
        <para>NA</para>
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      <designDescription>
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          <para/>
        </description>
      </designDescription>
    </project>
    <shortName>zd_1862</shortName>
  </dataset>
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    <metadata>
      <gbif>
        <dateStamp>2025-07-31T17:27:24-04:00</dateStamp>
        <hierarchyLevel>dataset</hierarchyLevel>
        <citation identifier="https://doi.org/10.82144/5e19878b">Guazzo, R. 2019. Gray whale visual sightings from shore 2014-2015. Version 1.0.0. Dataset published in OBIS-SEAMAP. https://doi.org/10.82144/5e19878b.</citation>
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              <url function="download">https://seamap.env.duke.edu/dataset/1862</url>
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        <physical>
          <objectName>FGDC Metadata</objectName>
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        <bibliography>
          <citation identifier="https://doi.org/10.1038/s41598-019-49115-y">Guazzo, R. A., Weller, D. W., Europe, H. M., Durban, J. W., D\'Spain, G. L., and Hildebrand, J. A. 2019. Migrating eastern North Pacific gray whale cue rates estimated from acoustic recordings, infrared images, and visual sightings. Scientific Reports: 9, 12617.</citation>
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