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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/941490.rdf" xlink:actuate="onRequest">Data and code from an analysis of twenty years of winter minimum temperature data near Port Fourchon, LA from 2002 to 2022</gmx:Anchor>
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            <gco:CharacterString>Cite this dataset as: Nelson, J. (2026) Data and code from an analysis of twenty years of winter minimum temperature data near Port Fourchon, LA from 2002 to 2022. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2024-10-28 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.941490.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Methods and Sampling: &amp;lt;p&amp;gt;Location description:&amp;amp;nbsp; All data for this analysis were collected near Port Fourchon, Louisiana, USA (29.10 °N, 90.19 °W). The marshes around the port are microtidal, with a mean tidal range of ~0.37 m. The site sits at the precise edge of black mangrove expansion into saltmarsh habitats and although some land loss in the areas has occurred, mangroves in the area have been expanding since the 1990s (Osland et al., 2013).&amp;amp;nbsp;&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
&amp;lt;strong&amp;gt;Methods &amp;amp;amp; Sampling:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
&amp;amp;nbsp; &amp;amp;nbsp; &amp;amp;nbsp;The expansion of mangroves, and many other range expanding species, is catalyzed by increasing winter temperatures (Osland et al., 2013). To verify that the winter temperatures are increasing in Port Fourchon we used data from the Coastal Protection and Restoration Authority (CPRA) of Louisiana from the Coastwide Reference and Monitoring System (CRMS)-Wetlands Monitoring Data. We retrieved raw water temperature data from 2005 to 2022 for the CRMS sites closest to the species sampling locations (see files in &amp;quot;15465_CalendarYear_/&amp;quot; within supplemental file&amp;amp;nbsp;temperature_analysis_package.zip which were edited to remove empty columns). In total, we pulled data from 11 stations located in Barataria and Terrebonne Bay marshes (Retrieved from Coastal Information Management System (CIMS) database, 2023; Steyer, 2010). We used a regression analysis on the mean minimum temperature for the winter months (November-February) to determine the trend in temperature from 2005 until 2022 (see &amp;quot;temperature_figure.py&amp;quot;&amp;amp;nbsp;and&amp;amp;nbsp;&amp;quot;Temperature_Analysis_README.md&amp;quot; within temperature_analysis_package.zip).&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
&amp;lt;strong&amp;gt;Data Disclaimers&amp;lt;/strong&amp;gt; (from State of Louisiana Coastal Protection and&amp;amp;nbsp; Restoration Authority (CPRA)&amp;amp;nbsp;Data Dictionary v 2.0):&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Data and information provided via CIMS has been carefully prepared from the best available sources using documented QA/QC standards. It is intended for general informational purposes only and should not be considered authoritative for navigational, engineering, other site-specific uses, or any other uses. The CPRA does not warrant or guarantee its accuracy, nor does CPRA assume any responsibility or liability for any reliance thereon. Elevation measurements are dependent upon the choices of standards that were used, including: vertical datums, geoids, ellipsoids, and various other factors. These factors should be considered when comparing elevation data between stations. Any CPRA data records that are labeled &amp;quot;Raw&amp;quot; (example:&amp;amp;nbsp; &amp;quot;Raw Water Level&amp;quot;) can potentially contain uncorrected errors.&amp;amp;nbsp; For analytical purposes, data that are labeled &amp;quot;Adjusted&amp;quot; (Example:&amp;amp;nbsp; &amp;quot;Adjusted Water Level&amp;quot;) should be used whenever available.&amp;amp;nbsp;&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
See related publications Folse et al. (2023) and Wager &amp;amp;amp; Haywood (2024) for CPRA and CIMS Data Dictionary v2.0 and standard operation procedures.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/940732.rdf" xlink:title="OCE-2418012" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-2418012 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=2418012</gmx:Anchor>
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&lt;p&gt;The transformation and movement of energy through a food web are key links between biodiversity and ecosystem function. A major hurdle to testing biodiversity ecosystem function theory is a limited ability to assess food web variability in space and time. This research is quantifying changing seascape structure, species diversity, and food web structure to better understand the relationship between biodiversity and energy flow through ecosystems. The project uses cutting edge tools and metrics to test hypotheses on how the distribution, abundance, and diversity of key species are altered by ecosystem change and how this affects function. The hypotheses driving the research are: 1) habitat is a more important indirect driver of trophic structure than a direct change to primary trophic pathways; and 2) horizontal and vertical diversity increases with habitat resource index. Stable isotope analysis is characterizing energy flow through the food web. Changes in horizontal and vertical diversity in a multitrophic system are being quantified using aerial surveys and field sampling. To assess the spatial and temporal change in food web resources, the project is combining results from stable isotope analysis and drone-based remote sensing technology to generate consumer specific energetic seascape maps (E-scapes) and trophic niche metrics. In combination these new metrics are providing insight into species’ responses to changing food web function across the seascape and through time.&lt;/p&gt;
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                <gco:CharacterString>&amp;lt;p&amp;gt;Location description:&amp;amp;nbsp; All data for this analysis were collected near Port Fourchon, Louisiana, USA (29.10 °N, 90.19 °W). The marshes around the port are microtidal, with a mean tidal range of ~0.37 m. The site sits at the precise edge of black mangrove expansion into saltmarsh habitats and although some land loss in the areas has occurred, mangroves in the area have been expanding since the 1990s (Osland et al., 2013).&amp;amp;nbsp;&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
&amp;lt;strong&amp;gt;Methods &amp;amp;amp; Sampling:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
&amp;amp;nbsp; &amp;amp;nbsp; &amp;amp;nbsp;The expansion of mangroves, and many other range expanding species, is catalyzed by increasing winter temperatures (Osland et al., 2013). To verify that the winter temperatures are increasing in Port Fourchon we used data from the Coastal Protection and Restoration Authority (CPRA) of Louisiana from the Coastwide Reference and Monitoring System (CRMS)-Wetlands Monitoring Data. We retrieved raw water temperature data from 2005 to 2022 for the CRMS sites closest to the species sampling locations (see files in &amp;quot;15465_CalendarYear_/&amp;quot; within supplemental file&amp;amp;nbsp;temperature_analysis_package.zip which were edited to remove empty columns). In total, we pulled data from 11 stations located in Barataria and Terrebonne Bay marshes (Retrieved from Coastal Information Management System (CIMS) database, 2023; Steyer, 2010). We used a regression analysis on the mean minimum temperature for the winter months (November-February) to determine the trend in temperature from 2005 until 2022 (see &amp;quot;temperature_figure.py&amp;quot;&amp;amp;nbsp;and&amp;amp;nbsp;&amp;quot;Temperature_Analysis_README.md&amp;quot; within temperature_analysis_package.zip).&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
&amp;lt;strong&amp;gt;Data Disclaimers&amp;lt;/strong&amp;gt; (from State of Louisiana Coastal Protection and&amp;amp;nbsp; Restoration Authority (CPRA)&amp;amp;nbsp;Data Dictionary v 2.0):&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Data and information provided via CIMS has been carefully prepared from the best available sources using documented QA/QC standards. It is intended for general informational purposes only and should not be considered authoritative for navigational, engineering, other site-specific uses, or any other uses. The CPRA does not warrant or guarantee its accuracy, nor does CPRA assume any responsibility or liability for any reliance thereon. Elevation measurements are dependent upon the choices of standards that were used, including: vertical datums, geoids, ellipsoids, and various other factors. These factors should be considered when comparing elevation data between stations. Any CPRA data records that are labeled &amp;quot;Raw&amp;quot; (example:&amp;amp;nbsp; &amp;quot;Raw Water Level&amp;quot;) can potentially contain uncorrected errors.&amp;amp;nbsp; For analytical purposes, data that are labeled &amp;quot;Adjusted&amp;quot; (Example:&amp;amp;nbsp; &amp;quot;Adjusted Water Level&amp;quot;) should be used whenever available.&amp;amp;nbsp;&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
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- Details clarified by the data submitter were added to Temperature_Analysis_README.md before zipping data and code into temperature_analysis_package.zip and attaching to this dataset as a supplemental file.
- 15465_Read_Me.docx converted to pdf, referenced SOP in this document was added to &amp;quot;Related Publications&amp;quot; section.
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  <gmd:metadataMaintenance>
    <gmd:MD_MaintenanceInformation>
      <gmd:maintenanceAndUpdateFrequency>
        <gmd:MD_MaintenanceFrequencyCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_MaintenanceFrequencyCode" codeListValue="asNeeded" codeSpace="009">asNeeded</gmd:MD_MaintenanceFrequencyCode>
      </gmd:maintenanceAndUpdateFrequency>
      <gmd:maintenanceNote>
        <gco:CharacterString>7.x-1.1</gco:CharacterString>
      </gmd:maintenanceNote>
      <gmd:contact>
        <gmd:CI_ResponsibleParty>
  <gmd:organisationName>
    <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/affiliation/191.rdf" xlink:actuate="onRequest">Biological and Chemical Oceanography Data Management Office (BCO-DMO)</gmx:Anchor>
  </gmd:organisationName>
  <gmd:contactInfo>
    <gmd:CI_Contact>
		  <gmd:phone>
		    <gmd:CI_Telephone>
				  <gmd:voice>
				    <gco:CharacterString>Unavailable</gco:CharacterString>
				  </gmd:voice>
				  <gmd:facsimile>
				    <gco:CharacterString>508-289-2009</gco:CharacterString>
				  </gmd:facsimile>
				</gmd:CI_Telephone>
		  </gmd:phone>
		  <gmd:address>
		    <gmd:CI_Address>
				  <gmd:deliveryPoint>
				    <gco:CharacterString>WHOI MS#36</gco:CharacterString>
				  </gmd:deliveryPoint>
				  <gmd:city>
				    <gco:CharacterString>Woods Hole</gco:CharacterString>
				  </gmd:city>
				  <gmd:administrativeArea>
				    <gco:CharacterString>MA</gco:CharacterString>
				  </gmd:administrativeArea>
				  <gmd:postalCode>
				    <gco:CharacterString>02543</gco:CharacterString>
				  </gmd:postalCode>
				  <gmd:country>
				    <gco:CharacterString>USA</gco:CharacterString>
				  </gmd:country>
				  <gmd:electronicMailAddress>
				    <gco:CharacterString>info@bco-dmo.org</gco:CharacterString>
				  </gmd:electronicMailAddress>
		    </gmd:CI_Address>
		  </gmd:address>
      <gmd:onlineResource>
          <gmd:CI_OnlineResource>
            <gmd:linkage>
              <gmd:URL>http://www.bco-dmo.org</gmd:URL>
            </gmd:linkage>
          </gmd:CI_OnlineResource>
        </gmd:onlineResource>
		  <gmd:hoursOfService>
        <gco:CharacterString>Monday - Friday 8:00am - 5:00pm</gco:CharacterString>
      </gmd:hoursOfService>
		  <gmd:contactInstructions>
		    <gco:CharacterString>For questions regarding this resource, please contact BCO-DMO via the email address provided.</gco:CharacterString>
		  </gmd:contactInstructions>
		</gmd:CI_Contact>
  </gmd:contactInfo>
  <gmd:role>
    <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="pointOfContact"  codeSpace="007">pointOfContact</gmd:CI_RoleCode>
  </gmd:role>
</gmd:CI_ResponsibleParty>
      </gmd:contact>
    </gmd:MD_MaintenanceInformation>
  </gmd:metadataMaintenance>
  <gmi:acquisitionInformation>
    <gmi:MI_AcquisitionInformation>
    <gmi:instrument gco:nilReason="unknown"/></gmi:MI_AcquisitionInformation>
  </gmi:acquisitionInformation>
</gmi:MI_Metadata>
