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                <gmx:Anchor xlink:href="https://www.fisheries.noaa.gov/inport/item/18013" xlink:actuate="onRequest" xlink:title="InPort Catalog ID">18013</gmx:Anchor>
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                        <gco:CharacterString>Full Metadata Record</gco:CharacterString>
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                        <gco:CharacterString>View the complete metadata record on InPort for more information about this dataset.</gco:CharacterString>
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                <gco:CharacterString>Beechie, Tim</gco:CharacterString>
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                        <gco:CharacterString>2725 Montlake Boulevard East</gco:CharacterString>
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                        <gco:CharacterString>Seattle</gco:CharacterString>
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                        <gco:CharacterString>Tim.Beechie@noaa.gov</gco:CharacterString>
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        <gco:CharacterString>1. Steelhead (Oncorhynchus mykiss) and other Pacific salmon are threatened by unsustainable
levels of harvest, genetic introgression from hatchery stocks and degradation or loss of freshwater
habitat. Projected climate change is expected to further stress salmon through increases
in stream temperatures and altered stream flows.
2. We demonstrate a spatially explicit method for assessing salmon vulnerability to projected
climatic changes (scenario for the years 20302059), applied here to steelhead salmon across
the entire Pacific Northwest (PNW). We considered steelhead exposure to increased temperatures
and more extreme high and low flows during four of their primary freshwater life stages:
adult migration, spawning, incubation and rearing. Steelhead sensitivity to climate change
was estimated on the basis of their regulatory status and the condition of their habitat. We
assessed combinations of exposure and sensitivity to suggest actions that may be most effective
for reducing steelhead vulnerability to climate change.
3. Our relative ranking of locations suggested that steelhead exposure to increases in temperature
will be most widespread in the southern Pacific Northwest, whereas exposure to substantial
flow changes will be most widespread in the interior and northern Pacific Northwest.
There were few locations where we projected that steelhead had both relatively low exposure
and sensitivity to climate change.
4. Synthesis and applications. There are few areas where habitat protection alone is likely to
be sufficient to conserve steelhead under the scenario of climate change considered here.
Instead, our results suggest the need for coordinated, landscape-scale actions that both
increase salmon resilience and ameliorate climate change impacts, such as restoring connectivity
of floodplains and high-elevation habitats.

Salmon gridded data for PNW.</gco:CharacterString>
      </gmd:abstract>
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        <gco:CharacterString>Addresses Legal Mandate
Derived from other data</gco:CharacterString>
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            <gco:CharacterString>Hanson, Karrie</gco:CharacterString>
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              <gmd:address>
                <gmd:CI_Address>
                  <gmd:deliveryPoint>
                    <gco:CharacterString>2725 Montlake Boulevard East</gco:CharacterString>
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                    <gco:CharacterString>Seattle</gco:CharacterString>
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      <gmd:pointOfContact>
        <gmd:CI_ResponsibleParty>
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            <gco:CharacterString>Imaki, Hiroo</gco:CharacterString>
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                    <gco:CharacterString>206-302-2409</gco:CharacterString>
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              <gmd:address>
                <gmd:CI_Address>
                  <gmd:deliveryPoint>
                    <gco:CharacterString>2725 Montlake Boulevard East</gco:CharacterString>
                  </gmd:deliveryPoint>
                  <gmd:city>
                    <gco:CharacterString>Seattle</gco:CharacterString>
                  </gmd:city>
                  <gmd:administrativeArea>
                    <gco:CharacterString>WA</gco:CharacterString>
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                    <gco:CharacterString>98112</gco:CharacterString>
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                    <gco:CharacterString>Hiroo.Imaki@noaa.gov</gco:CharacterString>
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            <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:CI_RoleCode" codeListValue="custodian">custodian</gmd:CI_RoleCode>
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      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>Non-NOAA Funded</gco:CharacterString>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>PARR Exclusion</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="missing" />
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          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>Habitat characteristics</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>climate change</gco:CharacterString>
          </gmd:keyword>
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            <gco:CharacterString>habitat</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>salmon</gco:CharacterString>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>Pacific NW</gco:CharacterString>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:MD_KeywordTypeCode" codeListValue="place">place</gmd:MD_KeywordTypeCode>
          </gmd:type>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>DOC/NOAA/NMFS/NWFSC &gt; Northwest Fisheries Science Center, National Marine Fisheries Service, NOAA. U.S. Department of Commerce</gco:CharacterString>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="dataCentre">dataCentre</gmd:MD_KeywordTypeCode>
          </gmd:type>
          <gmd:thesaurusName>
            <gmd:CI_Citation uuid="9f0de6e6-428b-11df-9879-0800200c9a66">
              <gmd:title>
                <gco:CharacterString>Global Change Master Directory (GCMD) Data Center Keywords</gco:CharacterString>
              </gmd:title>
              <gmd:date>
                <gmd:CI_Date>
                  <gmd:date>
                    <gco:Date>2017-04-24</gco:Date>
                  </gmd:date>
                  <gmd:dateType>
                    <gmd:CI_DateTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication">publication</gmd:CI_DateTypeCode>
                  </gmd:dateType>
                </gmd:CI_Date>
              </gmd:date>
              <gmd:edition>
                <gco:CharacterString>8.5</gco:CharacterString>
              </gmd:edition>
              <gmd:citedResponsibleParty xlink:title="GCMD Landing Page">
                <gmd:CI_ResponsibleParty uuid="1edb41d0-428a-11df-9879-0800200c9a66">
                  <gmd:organisationName>
                    <gco:CharacterString>Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA)</gco:CharacterString>
                  </gmd:organisationName>
                  <gmd:contactInfo>
                    <gmd:CI_Contact>
                      <gmd:onlineResource>
                        <gmd:CI_OnlineResource>
                          <gmd:linkage>
                            <gmd:URL>https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords</gmd:URL>
                          </gmd:linkage>
                          <gmd:name>
                            <gco:CharacterString>GCMD Keyword Forum Page</gco:CharacterString>
                          </gmd:name>
                          <gmd:description>
                            <gco:CharacterString>Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 22. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords</gco:CharacterString>
                          </gmd:description>
                          <gmd:function>
                            <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information">information</gmd:CI_OnLineFunctionCode>
                          </gmd:function>
                        </gmd:CI_OnlineResource>
                      </gmd:onlineResource>
                    </gmd:CI_Contact>
                  </gmd:contactInfo>
                  <gmd:role>
                    <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="custodian">custodian</gmd:CI_RoleCode>
                  </gmd:role>
                </gmd:CI_ResponsibleParty>
              </gmd:citedResponsibleParty>
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>FE (Fish Ecology) Division</gco:CharacterString>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="project">project</gmd:MD_KeywordTypeCode>
          </gmd:type>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>InPort</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="inapplicable" />
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:resourceConstraints>
        <gmd:MD_LegalConstraints>
          <gmd:useConstraints>
            <gmd:MD_RestrictionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:MD_RestrictionCode" codeListValue="otherRestrictions">otherRestrictions</gmd:MD_RestrictionCode>
          </gmd:useConstraints>
          <gmd:otherConstraints>
            <gco:CharacterString>Cite As: Northwest Fisheries Science Center, [Date of Access]: Salmon vulnerability maps - Effect of Climate Change on Salmon Population Vulnerability [Data Date Range], https://www.fisheries.noaa.gov/inport/item/18013.</gco:CharacterString>
          </gmd:otherConstraints>
        </gmd:MD_LegalConstraints>
      </gmd:resourceConstraints>
      <gmd:resourceConstraints>
        <gmd:MD_Constraints>
          <gmd:useLimitation>
            <gco:CharacterString>NOAA provides no warranty, nor accepts any liability occurring from any incomplete, incorrect, or misleading data, or from any incorrect, incomplete, or misleading use of the data. It is the responsibility of the user to determine whether or not the data is suitable for the intended purpose.</gco:CharacterString>
          </gmd:useLimitation>
        </gmd:MD_Constraints>
      </gmd:resourceConstraints>
      <gmd:resourceConstraints>
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