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            <gco:CharacterString>Cite this dataset as: Long, M. H., Charette, M. A., McCorkle, D. C., Martin, W. (2015) Eddy covariance proton and oxygen, DIC, TA flux data collected at Woods Hole Oceanographic Institution in 2014 (ECHOES project). Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 2015-09-23) Version Date 2015-09-23 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/568429 [access date]</gco:CharacterString>
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        <gco:CharacterString>Eddy covariance proton and oxygen, DIC, TA flux data Dataset Description: &amp;lt;p&amp;gt;This dataset includes benthic chamber fluxes in O2, H+, DIC and TA.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Related Reference:&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Long MH, Charette MA, Martin WR, McCorkle DC. (2015) Oxygen metabolism and pH in coastal ecosystems: Eddy Covariance Hydrogen ion and Oxygen Exchange System (ECHOES). Limnology and Oceanography: Methods. DOI: 10.1002/lom3.10038&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Related Datasets:&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;a href=&amp;quot;http://www.bco-dmo.org/dataset/563439&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;Datasonde in a light chamber&amp;lt;/a&amp;gt;&amp;lt;br /&amp;gt;
&amp;lt;a href=&amp;quot;http://www.bco-dmo.org/dataset/563656&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;Datasonde in water column&amp;lt;/a&amp;gt;&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;The ECHOES system consisted of an Acoustic Doppler Velocimeter (ADV, Nortek, USA) that was coupled to a FirestingO2-Mini fiber-optic O2 meter with a fluorescence-based fast-response (&amp;amp;lt; 0.3 s) 430 µm tip diameter optode (Pyroscience, GE) and a fast-response (&amp;amp;lt; 0.6 s) H+ Ion-Selective Field Effect Transistor and controller (ISFET; Microsens, CH) (Figure 2). The ADV had the capability to log both external signals (O2 and H+) and also provided output power to the sensors.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The H+ ISFET sensors were adapted to EC by using a flow-through design across the sensing surface of the ISFET sensor (Figure 2). The ISFET sensors are light-sensitive and must therefore be used in a dark environment. To prevent light interference, and to sample in the same measuring volume as the other sensors, a 40 mm long section of 19 gauge (0.69 mm ID) stainless steel tube was attached to the ISFET sensor to create a micro-flow cell for measuring pH. One side of the tubing was machined flat over a 5 mm length and epoxied over the sensing surface of the ISFET (Figure 2). A Mag-Drive gear pump (Micropump, USA) was used to pull fluid from the measuring volume to the sensor at a flow rate of 0.1 L min-1.&amp;amp;nbsp; The pump was located in a separate underwater housing with a dedicated constant-voltage battery source. The O2 optode and the H+ ISFET sensor were co-located just outside the ~ 2 cm3 measuring volume of the ADV, located 0.15 m below the ADV sensor head. The height of the ADV measuring volume above the sediment surface was 0.30 m.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The H+ ISFET sensor works in conjunction with a reference electrode. The reference electrodes were constructed from 8mm outside diameter alkali-resistant glass (Schott, GE) with a micro-porous glass frit tip (Princeton Applied Research, USA), filled with a saturated solution of potassium chloride, and fitted with a silver chloride coated silver wire. The reference and ISFET sensors were pre-conditioned in seawater overnight to reduce equilibration time in the field. An ISFET controller (Microsens, CH) operated the ISFET at a constant drain-source voltage and current relative to the source voltage provided by the reference electrode (see Martz et al. 2010) and had an analog output of approximately 55mV per pH unit. To better resolve the signal it was amplified 50 times using a custom signal amplifier with an adjustable voltage offset (Alligator Technologies, USA).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The O2 optodes were calibrated pre- and post-deployment using water-saturated air and saturated ascorbic acid solution (anoxic). A reference, or baseline, fluorescence signal was automatically subtracted from each O2 measurement by the Firesting O2 meter to remove any signal contributions due to ambient light variations. The fiber optic cable was securely fastened to the frame with tape throughout its length to prevent signal bias due to cable movement.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The ADV provided power for and logged the signal from both the H+ ISFET and the O2 optode at a frequency of 64 Hz. All instrumentation was mounted to a custom carbon-fiber frame with small-diameter legs (1 cm) to limit hydrodynamic interference. The lightweight construction allowed for ease of handling but each frame leg needed to be weighted and secured using anchors.&amp;amp;nbsp;&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/560152.rdf" xlink:title="OCE-1361514" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1361514 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1361514</gmx:Anchor>
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&amp;lt;p&amp;gt;The H+ ISFET sensors were adapted to EC by using a flow-through design across the sensing surface of the ISFET sensor (Figure 2). The ISFET sensors are light-sensitive and must therefore be used in a dark environment. To prevent light interference, and to sample in the same measuring volume as the other sensors, a 40 mm long section of 19 gauge (0.69 mm ID) stainless steel tube was attached to the ISFET sensor to create a micro-flow cell for measuring pH. One side of the tubing was machined flat over a 5 mm length and epoxied over the sensing surface of the ISFET (Figure 2). A Mag-Drive gear pump (Micropump, USA) was used to pull fluid from the measuring volume to the sensor at a flow rate of 0.1 L min-1.&amp;amp;nbsp; The pump was located in a separate underwater housing with a dedicated constant-voltage battery source. The O2 optode and the H+ ISFET sensor were co-located just outside the ~ 2 cm3 measuring volume of the ADV, located 0.15 m below the ADV sensor head. The height of the ADV measuring volume above the sediment surface was 0.30 m.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The H+ ISFET sensor works in conjunction with a reference electrode. The reference electrodes were constructed from 8mm outside diameter alkali-resistant glass (Schott, GE) with a micro-porous glass frit tip (Princeton Applied Research, USA), filled with a saturated solution of potassium chloride, and fitted with a silver chloride coated silver wire. The reference and ISFET sensors were pre-conditioned in seawater overnight to reduce equilibration time in the field. An ISFET controller (Microsens, CH) operated the ISFET at a constant drain-source voltage and current relative to the source voltage provided by the reference electrode (see Martz et al. 2010) and had an analog output of approximately 55mV per pH unit. To better resolve the signal it was amplified 50 times using a custom signal amplifier with an adjustable voltage offset (Alligator Technologies, USA).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The O2 optodes were calibrated pre- and post-deployment using water-saturated air and saturated ascorbic acid solution (anoxic). A reference, or baseline, fluorescence signal was automatically subtracted from each O2 measurement by the Firesting O2 meter to remove any signal contributions due to ambient light variations. The fiber optic cable was securely fastened to the frame with tape throughout its length to prevent signal bias due to cable movement.&amp;lt;/p&amp;gt;

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                <gco:CharacterString>&amp;lt;p&amp;gt;MATLAB code was developed to calculate the EC fluxes. Several data treatment procedures were tested; most of them were adapted from commonly used calculation procedures for terrestrial eddy covariance measurements (e.g. Baldocchi et al. 2003).&amp;amp;nbsp; The flux was determined over periods of 0.25 h. Data were averaged to 8Hz for flux calculations due to the ~ 10 Hz sample output refresh rate of the O&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; optode meter. The fluctuating components of the vertical velocity, O&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; and H&amp;lt;sup&amp;gt;+&amp;lt;/sup&amp;gt; (Eq. 1), were determined by Reynolds decomposition with the means determined by a running average window of 5 minutes, which was identified to be the optimal time period for maintaining a constant flux signal while removing non-turbulent fluctuations (McGinnis et al. 2008).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Inherent in the high-frequency ADV velocity data were anomalous spikes that contaminated the EC signal. These velocity data spikes were replaced with interpolated data using existing MATLAB de-spiking procedures described by Goring and Nikora (2002) that resulted in the interpolation of &amp;amp;lt;1 % of the vertical velocities used to calculate the flux. The ECHOES H&amp;lt;sup&amp;gt;+&amp;lt;/sup&amp;gt; and O&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt; signals were compared to the water column data sonde measurements to verify that the sensors had not malfunctioned by confirming that the real-time correlation between sensors and data sonde matched that of the overall correlation (i.e. the calibration curves). All signals were then examined manually to remove any further data spikes that were due to malfunction, fouling, or debris contacting the sensors. A GoPro camera (HERO2, GoPro, USA) on the ECHOES frame helped identify fouling of the sensors. Due to the difficulty of accurately leveling the instrument in the field, and the resulting potential to bias the vertical velocity measurements, a planar rotation was used based on the methods described by Lorke et al. (2013) that uses an average rotation angle for the different current directions.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The benthic chamber fluxes were calculated from the change in O&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;, H&amp;lt;sup&amp;gt;+&amp;lt;/sup&amp;gt;, DIC and TA concentrations in the chambers through time, using the known volume and sediment surface area of the chamber. Corrections for the removal of water for DIC and TA samples were included to account for the influx of ambient water, utilizing the measured water column conditions.&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;/p&amp;gt;

&amp;lt;p&amp;gt;- added conventional header with dataset name, PI name, version date, reference information&amp;lt;br /&amp;gt;
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      <gmi:operation>
          <gmi:MI_Operation>
            <gmi:description>
              <gco:CharacterString>Deployment: Waquoit_Long</gco:CharacterString>
            </gmi:description>
            <gmi:identifier>
              <gmd:MD_Identifier>
                <gmd:code>
                  <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/deployment/563651.rdf" xlink:title="Deployment" xlink:actuate="onRequest">Waquoit_Long</gmx:Anchor>
                </gmd:code>
              </gmd:MD_Identifier>
            </gmi:identifier>
            <gmi:status>
              <gmd:MD_ProgressCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_ProgressCode" codeListValue="completed"/>
            </gmi:status>
            <gmi:type>
              <gmi:MI_OperationTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MI_OperationTypeCode" codeListValue="real"/>
            </gmi:type>
            <gmi:parentOperation gco:nilReason="inapplicable"/>
            <gmi:platform>
  <gmi:MI_Platform>
    <gmi:identifier>
      <gmd:MD_Identifier>
        <gmd:code>
          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/54111.rdf"
           xlink:actuate="onRequest">WHOI</gmx:Anchor>
        </gmd:code>
      </gmd:MD_Identifier>
    </gmi:identifier>
    <gmi:description>
      <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/54111.rdf" xlink:title="WHOI" xlink:actuate="onRequest">laboratory</gmx:Anchor>
    </gmi:description>
    <gmi:instrument gco:nilReason="unknown"/>
  </gmi:MI_Platform>
</gmi:platform>
            <gmi:plan>
              <gmi:MI_Plan>
                <gmi:status>
                  <gmd:MD_ProgressCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ProgressCode" codeListValue="completed"/>
                </gmi:status>
                <gmi:citation>
                  <gmd:CI_Citation>
                    <gmd:title>
                      <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/deployment/563651.rdf" xlink:title="Deployment" xlink:actuate="onRequest">Waquoit_Long</gmx:Anchor>
                    </gmd:title>
                    <gmd:date gco:nilReason="unknown"/>
                    <gmd:citedResponsibleParty>
                      <gmd:CI_ResponsibleParty>
                      <gmd:individualName>
                          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/person/560155.rdf" xlink:actuate="onRequest">Matthew H. Long</gmx:Anchor>
                        </gmd:individualName>
                        <gmd:organisationName>
                          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/affiliation/2.rdf" xlink:title="Affiliation" xlink:actuate="onRequest">Woods Hole Oceanographic Institution</gmx:Anchor>
                        </gmd:organisationName>
                        <gmd:role>
                        <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="principalInvestigator"/>
                      </gmd:role>
                      </gmd:CI_ResponsibleParty>
                    </gmd:citedResponsibleParty>
                   </gmd:CI_Citation>
                </gmi:citation>
              </gmi:MI_Plan>
            </gmi:plan>
            </gmi:MI_Operation>
      </gmi:operation><gmi:platform>
  <gmi:MI_Platform>
    <gmi:identifier>
      <gmd:MD_Identifier>
        <gmd:code>
          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/54111.rdf"
           xlink:actuate="onRequest">WHOI</gmx:Anchor>
        </gmd:code>
      </gmd:MD_Identifier>
    </gmi:identifier>
    <gmi:description>
      <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/54111.rdf" xlink:title="WHOI" xlink:actuate="onRequest">laboratory</gmx:Anchor>
    </gmi:description>
    <gmi:instrument gco:nilReason="unknown"/>
  </gmi:MI_Platform>
</gmi:platform>
          </gmi:MI_AcquisitionInformation>
  </gmi:acquisitionInformation>
</gmi:MI_Metadata>
