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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/808903.rdf" xlink:actuate="onRequest">Mixed-layer averaged O2 and optically-based POC from Profiling Floats in the North Pacific from R/V Kilo Moana from June to September 2017</gmx:Anchor>
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                <gmx:Anchor xlink:href="https://ror.org/00ysfqy60" xlink:title="ROR ID" xlink:actuate="onRequest">Oregon State University</gmx:Anchor>
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            <gco:CharacterString>Cite this dataset as: White, A. E., Quay, P. (2020) Mixed-layer averaged O2 and optically-based POC from Profiling Floats in the North Pacific from R/V Kilo Moana from June to September 2017. Biological and Chemical Oceanography Data Management Office (BCO-DMO). Version Date 2020-04-10 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/808903 [access date]</gco:CharacterString>
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        <gco:CharacterString>Mixed-layer averaged O2 and optically-based POC from Profiling Floats Dataset Description: &amp;lt;p&amp;gt;The cruise (KM1713) transited from Seward, AK to Honolulu, HI from 3-26 September 2017 onboard the R/V Kilo Moana. Six extended stations (Stn), three in subpolar waters (Stn 1 at 55°N, Stn 2 at 50°N, and Stn 3 at 46°N), one in the transition zone between subpolar and subtropical waters (Stn 4 at 42°N), and two in the subtropical gyre (Stn 5 at 34°N, and Stn 6 at 24°N) were occupied for 2-3 day periods during which continuous measurements of conductivity, temperature, O2, O2/Ar and beam attenuation were measured continuously on surface seawater supplied via the ships’ intake line and using CTD profiles of conductivity, temperature, pressure, oxygen, and the particulate beam attenuation coefficient conducted at ~2-hr intervals. An autonomous profiling float was deployed for ~ 2 days at four stations, retrieving CTD and oxygen profiles at approximately 3-hour intervals. Another float with same mission design was deployed near station ALOHA (22.45° N, 158° W) during July 2017 to provide mixed-layer averaged O2 near station 6. When available, the ship followed the trajectory of the profiling float, yielding a near-Lagrangian sampling strategy with the aim to minimize horizontal mixing effects.&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Mixed-layer averaged O2 and optically-based POC from Profiling Floats&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;A profiling float (#12592; APEX, Webb Research Inc., Falmouth, USA) equipped with an oxygen optode sensor (Model 4330, Aanderaa Data Instruments, Bergen, Norway) as well as a SBE&amp;lt;span style=&amp;quot;font-family:times&amp;quot;&amp;gt;‐&amp;lt;/span&amp;gt;41 CTD instrument (Sea&amp;lt;span style=&amp;quot;font-family:times&amp;quot;&amp;gt;‐&amp;lt;/span&amp;gt;Bird Electronics Inc., Bellevue/WA, USA) was deployed at stations 2, 3, 4, and 5 for ~2 days. The profiling float was recovered by small boat operations at the end of each station. The mission was programmed to allow float to surface every 3 hours and profile from 200 m depth to surface (i.e. 8 profiles per day). At each surfacing event, the optode collected measurements in air to allow post-calibration.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Raw float oxygen optode data were corrected for pressure and salinity following Uchida et al. [2008] and Garcia and Gordon [1992], as outlined in the Aanderaa manual. Float optode oxygen data were calibrated using optode air measurements taken at the time of each float surfacing following methods described in Bushinsky et al. [2016]. Briefly, air calibration relies on the estimate of a gain factor G, such that O&amp;lt;sub&amp;gt;2_corrected&amp;lt;/sub&amp;gt; = G×O&amp;lt;sub&amp;gt;2_raw&amp;lt;/sub&amp;gt;. In practice, G is an average gain factor for each float profile determined from the ratio of the expected partial pressure of oxygen in air (pO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;) to the partial pressure of oxygen in air measured by the optode (pO&amp;lt;sub&amp;gt;2_optode&amp;lt;/sub&amp;gt;), i.e. g&amp;lt;sub&amp;gt;i&amp;lt;/sub&amp;gt;=pO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;/pO&amp;lt;sub&amp;gt;2_optode&amp;lt;/sub&amp;gt;. Optode air measurements were first filtered to remove outliers (e.g. measurements taken underwater or with high variance), and mean values per surfacing were recorded. pO&amp;lt;sub&amp;gt;2_optode&amp;lt;/sub&amp;gt; was calculated from optode phase and temperature as in the Aanderaa Manual. Atmospheric pO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; was calculated as in Bushinsky et al. [2016] using float-derived water vapor pressure estimates (pH&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;0) at the time of each float surfacing (Aanderaa Manual) as well as the 6-h NOAA NCEP atmospheric pressure and surface relative humidity data interpolated to the time and location of each float surfacing (&amp;lt;a href=&amp;quot;https://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanalysis.surface.html&amp;quot;&amp;gt;&amp;lt;span style=&amp;quot;color:rgb(5, 99, 193)&amp;quot;&amp;gt;https://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanalysis.surface.html&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt;). An average G value of 1.24 was then calculated based on the g&amp;lt;sub&amp;gt;i&amp;lt;/sub&amp;gt; estimates from each surfacing at each station, and applied to all optode profiles. Float mixed-layer depth was calculated using the 0.125 kg m&amp;lt;span style=&amp;quot;font-family:courier&amp;quot;&amp;gt;&amp;lt;sup&amp;gt;−&amp;lt;/sup&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=&amp;quot;font-family:times&amp;quot;&amp;gt;&amp;lt;sup&amp;gt;3&amp;lt;/sup&amp;gt;&amp;lt;/span&amp;gt; potential density change threshold relative to 10 m depth.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Float mixed-layer averaged gain-corrected O&amp;lt;sub&amp;gt;2 &amp;lt;/sub&amp;gt;concentrations were further calibrated by multiplying mean Winkler concentrations per station to float percent deviation estimates at each station (Eq. 1). Similar procedures were applied to optode data from an identical profiling float (#12593) with same mission design deployed near station ALOHA (22.45° N, 158° W) on June 29 2017 and recovered at the end of the cruise near station 6. Exceptions included that only air calibrations were carried since no simultaneous Winkler measurements were available. Importantly, the large number of daily profiles and relative shallow depths reached by the float led to obvious biofouling of the oxygen sensor after ~ 30 days at sea. Thus, only data from the month of July 2017 are made available.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/792395.rdf" xlink:title="OCE-1849012" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1849012 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1849012</gmx:Anchor>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/792400.rdf" xlink:title="OCE-1536121" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1536121 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1536121</gmx:Anchor>
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            <gmx:Anchor xlink:href="http://orcid.org/0000-0001-5147-0289" xlink:title="ORCID" xlink:actuate="onRequest">Paul Quay</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://ror.org/00cvxb145" xlink:title="ROR ID" xlink:actuate="onRequest">University of Washington</gmx:Anchor>
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				    <gco:CharacterString>WHOI MS#36</gco:CharacterString>
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				    <gco:CharacterString>USA</gco:CharacterString>
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				    <gco:CharacterString>info@bco-dmo.org</gco:CharacterString>
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            </gmd:linkage>
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		  <gmd:hoursOfService>
        <gco:CharacterString>Monday - Friday 8:00am - 5:00pm</gco:CharacterString>
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		    <gco:CharacterString>For questions regarding this resource, please contact BCO-DMO via the email address provided.</gco:CharacterString>
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                <gco:CharacterString>&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Mixed-layer averaged O2 and optically-based POC from Profiling Floats&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;A profiling float (#12592; APEX, Webb Research Inc., Falmouth, USA) equipped with an oxygen optode sensor (Model 4330, Aanderaa Data Instruments, Bergen, Norway) as well as a SBE&amp;lt;span style=&amp;quot;font-family:times&amp;quot;&amp;gt;‐&amp;lt;/span&amp;gt;41 CTD instrument (Sea&amp;lt;span style=&amp;quot;font-family:times&amp;quot;&amp;gt;‐&amp;lt;/span&amp;gt;Bird Electronics Inc., Bellevue/WA, USA) was deployed at stations 2, 3, 4, and 5 for ~2 days. The profiling float was recovered by small boat operations at the end of each station. The mission was programmed to allow float to surface every 3 hours and profile from 200 m depth to surface (i.e. 8 profiles per day). At each surfacing event, the optode collected measurements in air to allow post-calibration.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Raw float oxygen optode data were corrected for pressure and salinity following Uchida et al. [2008] and Garcia and Gordon [1992], as outlined in the Aanderaa manual. Float optode oxygen data were calibrated using optode air measurements taken at the time of each float surfacing following methods described in Bushinsky et al. [2016]. Briefly, air calibration relies on the estimate of a gain factor G, such that O&amp;lt;sub&amp;gt;2_corrected&amp;lt;/sub&amp;gt; = G×O&amp;lt;sub&amp;gt;2_raw&amp;lt;/sub&amp;gt;. In practice, G is an average gain factor for each float profile determined from the ratio of the expected partial pressure of oxygen in air (pO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;) to the partial pressure of oxygen in air measured by the optode (pO&amp;lt;sub&amp;gt;2_optode&amp;lt;/sub&amp;gt;), i.e. g&amp;lt;sub&amp;gt;i&amp;lt;/sub&amp;gt;=pO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;/pO&amp;lt;sub&amp;gt;2_optode&amp;lt;/sub&amp;gt;. Optode air measurements were first filtered to remove outliers (e.g. measurements taken underwater or with high variance), and mean values per surfacing were recorded. pO&amp;lt;sub&amp;gt;2_optode&amp;lt;/sub&amp;gt; was calculated from optode phase and temperature as in the Aanderaa Manual. Atmospheric pO&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; was calculated as in Bushinsky et al. [2016] using float-derived water vapor pressure estimates (pH&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;0) at the time of each float surfacing (Aanderaa Manual) as well as the 6-h NOAA NCEP atmospheric pressure and surface relative humidity data interpolated to the time and location of each float surfacing (&amp;lt;a href=&amp;quot;https://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanalysis.surface.html&amp;quot;&amp;gt;&amp;lt;span style=&amp;quot;color:rgb(5, 99, 193)&amp;quot;&amp;gt;https://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanalysis.surface.html&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt;). An average G value of 1.24 was then calculated based on the g&amp;lt;sub&amp;gt;i&amp;lt;/sub&amp;gt; estimates from each surfacing at each station, and applied to all optode profiles. Float mixed-layer depth was calculated using the 0.125 kg m&amp;lt;span style=&amp;quot;font-family:courier&amp;quot;&amp;gt;&amp;lt;sup&amp;gt;−&amp;lt;/sup&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=&amp;quot;font-family:times&amp;quot;&amp;gt;&amp;lt;sup&amp;gt;3&amp;lt;/sup&amp;gt;&amp;lt;/span&amp;gt; potential density change threshold relative to 10 m depth.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Float mixed-layer averaged gain-corrected O&amp;lt;sub&amp;gt;2 &amp;lt;/sub&amp;gt;concentrations were further calibrated by multiplying mean Winkler concentrations per station to float percent deviation estimates at each station (Eq. 1). Similar procedures were applied to optode data from an identical profiling float (#12593) with same mission design deployed near station ALOHA (22.45° N, 158° W) on June 29 2017 and recovered at the end of the cruise near station 6. Exceptions included that only air calibrations were carried since no simultaneous Winkler measurements were available. Importantly, the large number of daily profiles and relative shallow depths reached by the float led to obvious biofouling of the oxygen sensor after ~ 30 days at sea. Thus, only data from the month of July 2017 are made available.&amp;lt;/p&amp;gt;</gco:CharacterString>
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                <gco:CharacterString>&amp;lt;p&amp;gt;BCO-DMO Processing Notes:&amp;lt;br /&amp;gt;
-&amp;amp;nbsp;added conventional header with dataset name, PI name, version date&amp;lt;br /&amp;gt;
- modified parameter names to conform with BCO-DMO naming conventions&amp;lt;br /&amp;gt;
-&amp;amp;nbsp;added ISO Date format generated from date and time values&amp;lt;/p&amp;gt;</gco:CharacterString>
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  <gmd:organisationName>
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				    <gco:CharacterString>WHOI MS#36</gco:CharacterString>
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				    <gco:CharacterString>Woods Hole</gco:CharacterString>
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				    <gco:CharacterString>02543</gco:CharacterString>
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				    <gco:CharacterString>USA</gco:CharacterString>
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				    <gco:CharacterString>info@bco-dmo.org</gco:CharacterString>
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            <gmd:linkage>
              <gmd:URL>http://www.bco-dmo.org</gmd:URL>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/563.rdf" xlink:title="Aanderaa Oxygen Optodes" xlink:actuate="onRequest">oxygen optode sensor (Model 4330, Aanderaa Data Instruments, Bergen, Norway)</gmx:Anchor>
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#12592 and # 12593 (APEX, Webb Research Inc., Falmouth, USA) equipped with an oxygen optode sensor (Model 4330, Aanderaa Data Instruments, Bergen, Norway). Instrument Name: Aanderaa Oxygen Optodes Instrument Short Name:AOO   Instrument Description: Aanderaa Oxygen Optodes are instrument for monitoring oxygen in the environment. For instrument information see the Aanderaa Oxygen Optodes Product Brochure. Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/351/</gco:CharacterString>
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                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/615.rdf" xlink:title="CTD Sea-Bird 41" xlink:actuate="onRequest">SBE‐41 CTD</gmx:Anchor>
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#12592 and # 12593 (APEX, Webb Research Inc., Falmouth, USA) equipped with a SBE‐41 CTD instrument (Sea‐Bird Electronics Inc., Bellevue/WA, USA) Instrument Name: CTD Sea-Bird 41 Instrument Short Name:CTD SBE 41   Instrument Description: The Sea-Bird SBE 41 CTD module was originally developed in 1997 for integration with sub-surface oceanographic floats. It uses MicroCAT Temperature, Conductivity, and Pressure sensors. Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/130/</gco:CharacterString>
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              <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/authority/1.rdf" xlink:actuate="onRequest">International Council for the Exploration of the Sea</gmx:Anchor>
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          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/54009.rdf"
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      </gmd:MD_Identifier>
    </gmi:identifier>
    <gmi:description>
      <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/54009.rdf" xlink:title="R/V Kilo Moana" xlink:actuate="onRequest">vessel</gmx:Anchor>
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                          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/affiliation/27.rdf" xlink:title="Affiliation" xlink:actuate="onRequest">University of Washington</gmx:Anchor>
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         <gmx:Anchor xlink:href="http://www.soest.hawaii.edu/UMC/KiloMoana.htm" xlink:actuate="onRequest">R/V Kilo Moana</gmx:Anchor>
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          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/54009.rdf"
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