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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/674979.rdf" xlink:actuate="onRequest">Monthly Regional Cumulative Upwelling Index (Ekman transport) for California and Benguela Ecosystems from 1979-2014</gmx:Anchor>
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                        <gco:Date>2021-12-27</gco:Date>
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                <gmx:Anchor xlink:href="https://ror.org/00hrjdb92" xlink:title="ROR ID" xlink:actuate="onRequest">Farallon Institute for Advanced Ecosystem Research</gmx:Anchor>
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            <gco:CharacterString>Cite this dataset as: Black, B., Bograd, S., Garcia Reyes, M., Sydeman, W. (2021) Monthly Regional Cumulative Upwelling Index (Ekman transport) for California and Benguela Ecosystems from 1979-2014. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2017-01-17 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.674979.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Monthly Regional Cumulative Upwelling Index for California and Benguela Ecosystems Dataset Description: &amp;lt;p&amp;gt;Monthly Cumulative Ekman Transport for three regions in the Benguela and California Current Ecosystems from 1979-2014.&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;Monthly Cumulative Ekman Transport (reported in units of&amp;amp;nbsp;m3/s/100m)&amp;amp;nbsp;was determined for three regions in the Benguela and California Current Ecosystems.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Regions defined as (all along-shore):&amp;lt;br /&amp;gt;
Northern California: 40-45 N&amp;lt;br /&amp;gt;
Central California: 35-40 N&amp;lt;br /&amp;gt;
Southern California: 30-35 N&amp;lt;br /&amp;gt;
Northern Benguela: 15-30 S&amp;lt;br /&amp;gt;
Southern Benguela:&amp;amp;nbsp; 30-35 S&amp;lt;br /&amp;gt;
Agulhas Bank: 32-35 S, 20-30 E&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Daily averaged NCEP-DOE Reanalysis 2 wind vectors with spatial resolution of 2.5x2.5 degrees were used to calculate these upwelling indices.&amp;amp;nbsp; These wind data were available from 1979 to 2014.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/564664.rdf" xlink:title="OCE-1434732" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1434732 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1434732</gmx:Anchor>
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            <gmx:Anchor xlink:href="http://orcid.org/0000-0002-1748-5505" xlink:actuate="onRequest">Bryan Black</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://ror.org/00hj54h04" xlink:title="ROR ID" xlink:actuate="onRequest">University of Texas at Austin</gmx:Anchor>
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            <gmx:Anchor xlink:href="http://orcid.org/0000-0003-3872-9932" xlink:actuate="onRequest">Steven Bograd</gmx:Anchor>
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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/affiliation/261.rdf" xlink:title="ROR ID" xlink:actuate="onRequest">National Oceanic and Atmospheric Administration - Southwest Fisheries Science Center</gmx:Anchor>
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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/person/674985.rdf" xlink:actuate="onRequest">Marisol  Garcia Reyes</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://ror.org/00hrjdb92" xlink:title="ROR ID" xlink:actuate="onRequest">Farallon Institute for Advanced Ecosystem Research</gmx:Anchor>
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                <gco:CharacterString>&amp;lt;p&amp;gt;Monthly Cumulative Ekman Transport (reported in units of&amp;amp;nbsp;m3/s/100m)&amp;amp;nbsp;was determined for three regions in the Benguela and California Current Ecosystems.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Regions defined as (all along-shore):&amp;lt;br /&amp;gt;
Northern California: 40-45 N&amp;lt;br /&amp;gt;
Central California: 35-40 N&amp;lt;br /&amp;gt;
Southern California: 30-35 N&amp;lt;br /&amp;gt;
Northern Benguela: 15-30 S&amp;lt;br /&amp;gt;
Southern Benguela:&amp;amp;nbsp; 30-35 S&amp;lt;br /&amp;gt;
Agulhas Bank: 32-35 S, 20-30 E&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Daily averaged NCEP-DOE Reanalysis 2 wind vectors with spatial resolution of 2.5x2.5 degrees were used to calculate these upwelling indices.&amp;amp;nbsp; These wind data were available from 1979 to 2014.&amp;lt;/p&amp;gt;</gco:CharacterString>
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                <gco:CharacterString>&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Data processing:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
Alongshore components of wind were calculated (rotated wind vectors) for each 2.5x2.5 coastal grid cell, and transformed to wind stress. For each grid cell, daily offshore Ekman transport was calculated in m3/s/100m. Monthly cumulative upwelling index was calculated by summing all adding positive offshore transport during a month and then averaging within each region.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;img alt=&amp;quot;&amp;quot; src=&amp;quot;https://datadocs.bco-dmo.org/d3/data_docs/CalBenJI/ekman_formulas_black.jpg&amp;quot; /&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;BCO-DMO Processing:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
- modified parameter names to conform with BCO-DMO naming conventions;&amp;lt;br /&amp;gt;
- replaced NaN with nd (&amp;quot;no data&amp;quot;).&amp;lt;/p&amp;gt;</gco:CharacterString>
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    <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>
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				    <gco:CharacterString>Unavailable</gco:CharacterString>
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				    <gco:CharacterString>508-289-2009</gco:CharacterString>
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				    <gco:CharacterString>MA</gco:CharacterString>
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		  <gmd:hoursOfService>
        <gco:CharacterString>Monday - Friday 8:00am - 5:00pm</gco:CharacterString>
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		  <gmd:contactInstructions>
		    <gco:CharacterString>For questions regarding this resource, please contact BCO-DMO via the email address provided.</gco:CharacterString>
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</gmd:CI_ResponsibleParty>
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    <gmi:MI_AcquisitionInformation>
    <gmi:instrument gco:nilReason="unknown"/></gmi:MI_AcquisitionInformation>
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