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                <gco:CharacterString>NODC INSTRUMENT TYPES THESAURUS</gco:CharacterString>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/obstype/details/63" xlink:actuate="onRequest">in situ</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/obstype/details/35" xlink:actuate="onRequest">laboratory analyses</gmx:Anchor>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>NODC OBSERVATION TYPES THESAURUS</gco:CharacterString>
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      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/institution/details/982" xlink:actuate="onRequest">University of Alabama</gmx:Anchor>
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          <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>
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            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>NODC COLLECTING INSTITUTION NAMES THESAURUS</gco:CharacterString>
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              <gmd:date gco:nilReason="inapplicable" />
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        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/institution/details/982" xlink:actuate="onRequest">University of Alabama</gmx:Anchor>
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          <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>
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                <gco:CharacterString>NODC SUBMITTING INSTITUTION NAMES THESAURUS</gco:CharacterString>
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      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/seaname/details/222" xlink:actuate="onRequest">Coastal Waters of Alabama</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/seaname/details/22" xlink:actuate="onRequest">Gulf of Mexico</gmx:Anchor>
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          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="place">place</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>NODC SEA AREA NAMES THESAURUS</gco:CharacterString>
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            <gco:CharacterString>oceanography</gco:CharacterString>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>WMO_CategoryCode</gco:CharacterString>
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                    <gco:Date>2012-09-15</gco:Date>
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            <gco:CharacterString>CBET 1643486</gco:CharacterString>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="project">project</gmd:MD_KeywordTypeCode>
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          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>Provider Project Names</gco:CharacterString>
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        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
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            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/64d17528-29b4-4e2e-843a-7f7035bb5717" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; AMMONIA</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/4fde380a-38c5-4d46-bc80-4f2515a43983" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; NITRATE</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/941410da-0b7f-4ec6-a718-212194ced13f" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; NITRITE</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/db5357c9-cc9d-4693-86fe-6bb88555d434" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; NITROGEN</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/b2bdeb71-81b5-43e6-a8b1-b09c215c8d1a" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN CHEMISTRY &gt; ORGANIC MATTER</gmx:Anchor>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>Global Change Master Directory (GCMD) Science Keywords</gco:CharacterString>
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                    <gco:Date>2026</gco:Date>
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                    <gmd:CI_DateTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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                            <gco:CharacterString>MD</gco:CharacterString>
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                        <gmd:CI_OnlineResource>
                          <gmd:linkage>
                            <gmd:URL>https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords</gmd:URL>
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            <gco:CharacterString>Aboveground Plant Biomass</gco:CharacterString>
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            <gco:CharacterString>Anammox Rate</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>Belowground Plant Biomass</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>Collection Date</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>DNRA Rate</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>Denitrification Rate</gco:CharacterString>
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            <gco:CharacterString>Ditch width</gco:CharacterString>
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            <gco:CharacterString>Extractable NH4+</gco:CharacterString>
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            <gco:CharacterString>Extractable NO2+3-</gco:CharacterString>
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            <gco:CharacterString>Landuse</gco:CharacterString>
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            <gco:CharacterString>N Removal</gco:CharacterString>
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            <gco:CharacterString>Soil Chemistry</gco:CharacterString>
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            <gco:CharacterString>Water Chemistry</gco:CharacterString>
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            <gco:CharacterString>Water Column NH4+</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>Water Column NO2-</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>Water Column NO3-</gco:CharacterString>
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            <gco:CharacterString>Water Column PO43-</gco:CharacterString>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>Provider Keywords</gco:CharacterString>
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            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/e904c3c7-0111-4d09-bb01-2b7bea9b4d3f" xlink:actuate="onRequest">FLUOROMETERS &gt; FLUOROMETERS</gmx:Anchor>
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              <gmd:title>
                <gco:CharacterString>Global Change Master Directory (GCMD) Instrument Keywords</gco:CharacterString>
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                  <gmd:date>
                    <gco:Date>2026</gco:Date>
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                            <gco:CharacterString>Greenbelt</gco:CharacterString>
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                            <gmd:URL>https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords</gmd:URL>
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                            <gco:CharacterString>HTTPS</gco:CharacterString>
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                    <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="custodian">custodian</gmd:CI_RoleCode>
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            <gco:CharacterString>T-corer, balance</gco:CharacterString>
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            <gco:CharacterString>flurometer</gco:CharacterString>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="instrument">instrument</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>Provider Instruments</gco:CharacterString>
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      <gmd:descriptiveKeywords>
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            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/75fab119-51a6-4b59-9711-f6c3cd3139db" xlink:actuate="onRequest">OCEAN &gt; ATLANTIC OCEAN &gt; NORTH ATLANTIC OCEAN &gt; GULF OF AMERICA</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/75fab119-51a6-4b59-9711-f6c3cd3139db" xlink:actuate="onRequest">OCEAN &gt; ATLANTIC OCEAN &gt; NORTH ATLANTIC OCEAN &gt; GULF OF MEXICO</gmx:Anchor>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="place">place</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>Global Change Master Directory (GCMD) Location Keywords</gco:CharacterString>
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                            <gco:CharacterString>GCMD Keyword Forum Page</gco:CharacterString>
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            <gco:CharacterString>Cite as: Tatariw, Corianne; Mason, Olivia U.; Mortazavi, Behzad (2020). Nitrate reduction rates and soil/ water chemistry from roadside ditches in the Mobile Bay (AL, USA) region (2018-05-23 to 2018-06-08) (NCEI Accession 0211099). [indicate subset used]. NOAA National Centers for Environmental Information. Dataset. https://www.ncei.noaa.gov/archive/accession/0211099. Accessed [date].</gco:CharacterString>
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      <gmd:topicCategory>
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                <gco:Decimal>-87.74264</gco:Decimal>
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                <gmx:Anchor xlink:href="https://ror.org/04r0wrp59" xlink:actuate="onRequest">NOAA National Centers for Environmental Information</gmx:Anchor>
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                <gco:CharacterString>In most cases, electronic downloads of the data are free. However, fees may apply for custom orders, data certifications, copies of analog materials, and data distribution on physical media.</gco:CharacterString>
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                <gco:CharacterString>Contact NCEI for other distribution options and instructions.</gco:CharacterString>
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                    <gco:CharacterString>NCEI Dataset Landing Page</gco:CharacterString>
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                    <gco:CharacterString>Navigate directly to the URL for a descriptive web page with download links.</gco:CharacterString>
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                    <gco:CharacterString>These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP).</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Collection Date (measured);
Units: yyyy-mm-dd;
Observation Category: other;
Sampling Instrument: calendar;
Sampling and Analyzing Method: Ditches were sampled over four dates (23 May 2018, 25 May 2018, 05 June 2018, and 08 June 2018), with eight reaches sampled in each watershed on each date for n=24 per date.</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Landuse (measured);
Units: none;
Observation Category: other;
Sampling Instrument: none;
Sampling and Analyzing Method: The study was conducted in three watersheds of different predominant land use types surrounding Mobile Bay, Alabama (USA). Fowl River, the southernmost watershed on the west coast of Mobile Bay, was predominantly forested/ wetland (66.7%) (Fowl River Watershed Management Plan 2016). Dog River was a predominantly urban (60.4%) watershed that shares its southern border with Fowl River and includes the City of Mobile. An estimated 16.1% of Dog River watershed was impervious cover (Dog River Watershed Management Plan 2017). The third watershed, Weeks Bay, was located on the east coast of Mobile Bay, and had predominantly agricultural (41.1%) land cover (Final Weeks Bay Watershed Management Plan 2017).</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Replicate (measured);
Units: none;
Observation Category: other;
Sampling Instrument: none;
Sampling and Analyzing Method: Thirty-two ditch reaches were selected within approximately 90 km2 areas located within the three watersheds. A reach was defined as the length of ditch between two culverts. No reaches were continuous, i.e. no reaches were directly connected by culverts. Ditches were sampled over four dates (23 May 2018, 25 May 2018, 05 June 2018, and 08 June 2018), with eight reaches sampled in each watershed on each date for n=24 per date.</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: LATITUDE (measured);
Units: Decimal Degrees;
Observation Category: in situ;
Sampling Instrument: Google Maps;
Sampling and Analyzing Method: Latitude of each ditch sampled. Ditch location was logged in Google Maps at the time of sampling.</gco:CharacterString>
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Units: Decimal Degrees;
Observation Category: in situ;
Sampling Instrument: Google Maps;
Sampling and Analyzing Method: Longitude of each ditch sampled. Ditch location was logged in Google Maps at the time of sampling.</gco:CharacterString>
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Units: m;
Observation Category: in situ;
Sampling Instrument: tape measure;
Sampling and Analyzing Method: Ditch width was measured at the location of sampling.</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Aboveground Plant Biomass (measured);
Units: kg/m^2;
Observation Category: laboratory analysis;
Sampling Instrument: quadrat, balance;
Sampling and Analyzing Method: Aboveground plant biomass was determined by clipping the aboveground plant material to the soil surface within a 0.25 m x 0.25 m quadrat that was randomly thrown into the sampling area. Aboveground samples were oven-dried to constant weight at 60°C.</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Belowground Plant Biomass (measured);
Units: kg/m^2;
Observation Category: laboratory analysis;
Sampling Instrument: t-corer, balance;
Sampling and Analyzing Method: Belowground biomass in the 0-5 cm depth increment was collected using a t-corer (i.d.=7.9 cm). Root material was separated from soil by wet sieving with a 2.0 mm sieve. Root material was oven-dried to constant weight.</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Extractable NO2+3- (measured);
Units: (µmol g-1);
Observation Category: laboratory analysis;
Sampling Instrument: spectrophotometer;
Sampling and Analyzing Method: Syringe cores (i.d = 1.3 cm) were used to collect soil from the top 5 cm for extractable nitrate + nitrite (NO2+3-). Samples were homogenized by vortexing in 2M potassium chloride (KCl). Following an overnight extraction by horizontal shaking at 70 RPM, samples were centrifuged and the supernatant filtered (VWR filters) into centrifuge tubes and frozen until analysis. Soil extractable NO2+3- was determined colorimetrically by vanadium chloride (detection limit = 0.01 µmol g dry sediment-1).</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: Extractable NH4+ (measured);
Units: (µmol g-1);
Observation Category: laboratory analysis;
Sampling Instrument: fluorometer;
Sampling and Analyzing Method: Syringe cores (i.d = 1.3 cm) were used to collect soil from the top 5 cm for extractable ammonium (NH4+). Samples were homogenized by vortexing in 2M potassium chloride (KCl). Following an overnight extraction by horizontal shaking at 70 RPM, samples were centrifuged and the supernatant filtered (VWR filters) into centrifuge tubes and frozen until analysis.Soil extractable NH4+ was determined fluoremetrically by the OPA method (detection limit = 0.04 µmol g dry sediment-1).</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: ORGANIC MATTER - WEIGHT PERCENT (measured);
Units: %;
Observation Category: laboratory analysis;
Sampling Instrument: muffle furnace, balance;
Sampling and Analyzing Method: Syringe cores (i.d = 1.3 cm) were used to collect soil from the top 5 cm for organic matter content. Cores were oven dried at 60°C. Dried cores were ground using a mortar and pestle and ashed at 600°C for six hours.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Denitrification Rate (measured);
Units: µmol N kg dry weight-1 h-1;
Observation Category: laboratory analysis;
Sampling Instrument: membrane inlet mass spectrometer;
Sampling and Analyzing Method: Syringe cores (0-5 cm, i.d. =2.6 cm) were collected to determine denitrification, rates. Soils were extruded into Ziploc bags and transported on ice back to the lab, where they were stored at 4°C overnight. The following day, each sample was slurried with commercial Spring Water (Walmart). Slurries were bubbled with dinitrogen (N2) gas to produce anoxic conditions and siphoned into Exetainer vials (Labco). Following an overnight incubation at room temperature to remove ambient NO3- and oxygen (O2), slurries were spiked to ~50 µM Na15NO3 (99 atom %; Cambridge Isotope Laboratories, Inc.). One half of the slurry tubes were immediately spiked with zinc chloride (ZnCl2, 50% W/V) to stop biological activity. The other half were incubated on a shaker table for ~6 hours at room temperature then spiked with ZnCl2. Denitrification was measured based on the concentration of 29N2 and 30N2 concentrations in slurry water using a membrane inlet mass spectrometer (MIMS) outfitted with a copper reduction column to remove excess oxygen. Denitrification rates from sediment slurries were calculated using the isotope pairing technique.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Anammox Rate (measured);
Units: µmol N kg dry weight-1 h-1;
Observation Category: laboratory analysis;
Sampling Instrument: membrane inlet mass spectrometer;
Sampling and Analyzing Method: Syringe cores (0-5 cm, i.d. =2.6 cm) were collected to determine anammox rates. Soils were extruded into Ziploc bags and transported on ice back to the lab, where they were stored at 4°C overnight. The following day, each sample was slurried with commercial Spring Water (Walmart). Slurries were bubbled with dinitrogen (N2) gas to produce anoxic conditions and siphoned into Exetainer vials (Labco). Following an overnight incubation at room temperature to remove ambient NO3- and oxygen (O2), slurries were spiked to ~50 µM Na15NO3 (99 atom %; Cambridge Isotope Laboratories, Inc.). One half of the slurry tubes were immediately spiked with zinc chloride (ZnCl2, 50% W/V) to stop biological activity. The other half were incubated on a shaker table for ~6 hours at room temperature then spiked with ZnCl2. Anammox was measured based on the concentration of 29N2 and 30N2 concentrations in slurry water using a membrane inlet mass spectrometer (MIMS) outfitted with a copper reduction column to remove excess oxygen. Background NO2+3- concentrations were used to determine the fraction enrichment (FN) for anammox.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: DNRA Rate (measured);
Units: µmol N kg dry weight-1 h-1;
Observation Category: laboratory analysis;
Sampling Instrument: membrane inlet mass spectrometer;
Sampling and Analyzing Method: Syringe cores (0-5 cm, i.d. =2.6 cm) were collected to determine dissimilatory nitrate reduction to ammonium (DNRA) rates. Soils were extruded into Ziploc bags and transported on ice back to the lab, where they were stored at 4°C overnight. The following day, each sample was slurried with commercial Spring Water (Walmart). Slurries were bubbled with dinitrogen (N2) gas to produce anoxic conditions and siphoned into Exetainer vials (Labco). Following an overnight incubation at room temperature to remove ambient NO3- and oxygen (O2), slurries were spiked to ~50 µM Na15NO3 (99 atom %; Cambridge Isotope Laboratories, Inc.). One half of the slurry tubes were immediately spiked with zinc chloride (ZnCl2, 50% W/V) to stop biological activity. The other half were incubated on a shaker table for ~6 hours at room temperature then spiked with ZnCl2. DNRA was measured based on 15NH4 production using a hypobromite reduction. DNRA tubes were bubbled with N2 to purge 29N2 and 30N2 produced by denitrification and anammox. Samples were then amended with 200 µL sodium hypobromite, which converts NH4+ to N2. The resulting 29N2 and 30N2 concentrations were measured on the MIMS.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: N Removal (calculated);
Units: %;
Observation Category: other;
Sampling Instrument: none;
Sampling and Analyzing Method: The percent of nitrogen removed of total nitrate reduced was calculated as:

[((denitrification+anammox))/(denitrification+anammox+DNRA)]×100 .</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Water Column NO2- (measured);
Units: µmol/L;
Observation Category: laboratory analysis;
Sampling Instrument: spectrophotometer;
Sampling and Analyzing Method: Seventeen of the 96 ditches had standing water at the time of sampling. Water was collected with a syringe and filtered through a nylon membrane filter (0.45 µm, VWR) into a centrifuge tube. Water samples were stored on ice for transport to the lab and frozen until analysis. Nitrite (NO2-) concentrations were determined photometrically on a Genesys 10S UVVis spectrophotometer (Thermo Scientific).</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Water Column NO3- (measured);
Units: µmol/L;
Observation Category: laboratory analysis;
Sampling Instrument: spectrophotometer;
Sampling and Analyzing Method: Seventeen of the 96 ditches had standing water at the time of sampling. Water was collected with a syringe and filtered through a nylon membrane filter (0.45 µm, VWR) into a centrifuge tube. Water samples were stored on ice for transport to the lab and frozen until analysis. Nitrate-nitrite (NO2+3 -) concentrations were determined microphotometrically via vanadium(III) chloride reduction. Nitrate (NO3-) concentrations were determined by subtracting NO2- from NO2+3 – concentrations.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Water Column NH4+ (measured);
Units: µmol/L;
Observation Category: laboratory analysis;
Sampling Instrument: flurometer;
Sampling and Analyzing Method: Seventeen of the 96 ditches had standing water at the time of sampling. Water was collected with a syringe and filtered through a nylon membrane filter (0.45 µm, VWR) into a centrifuge tube. Water samples were stored on ice for transport to the lab and frozen until analysis. NH4+ was determined fluorometrically with the OPA method.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Water Column PO43- (measured);
Units: µmol/L;
Observation Category: laboratory analysis;
Sampling Instrument: spectrophotometer;
Sampling and Analyzing Method: Seventeen of the 96 ditches had standing water at the time of sampling. Water was collected with a syringe and filtered through a nylon membrane filter (0.45 µm, VWR) into a centrifuge tube. Water samples were stored on ice for transport to the lab and frozen until analysis. PO43- concentrations were determined photometrically on a Genesys 10S UVVis spectrophotometer (Thermo Scientific).</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
        </gmd:LI_Lineage>
      </gmd:lineage>
    </gmd:DQ_DataQuality>
  </gmd:dataQualityInfo>
  <gmd:metadataMaintenance>
    <gmd:MD_MaintenanceInformation>
      <gmd:maintenanceAndUpdateFrequency>
        <gmd:MD_MaintenanceFrequencyCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_MaintenanceFrequencyCode" codeListValue="asNeeded">asNeeded</gmd:MD_MaintenanceFrequencyCode>
      </gmd:maintenanceAndUpdateFrequency>
      <gmd:maintenanceNote>
        <gco:CharacterString>Metadata are developed, maintained and distributed by NCEI. Updates are performed as needed to maintain currentness.</gco:CharacterString>
      </gmd:maintenanceNote>
      <gmd:contact>
        <gmd:CI_ResponsibleParty>
          <gmd:organisationName>
            <gco:CharacterString>NOAA National Centers for Environmental Information</gco:CharacterString>
          </gmd:organisationName>
          <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:contact>
    </gmd:MD_MaintenanceInformation>
  </gmd:metadataMaintenance>
  <gmi:acquisitionInformation>
    <gmi:MI_AcquisitionInformation id="AMS">
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_bee2">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>fluorometer</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>fluorometer</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>fluorometer</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_be73">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>spectrophotometer</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>spectrophotometer</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>spectrophotometer, optical spectrometer, spectrograph or spectroscope

An optical spectrometer (spectrophotometer, spectrograph or spectroscope) is an instrument used to measure properties of light over a specific portion of the electromagnetic spectrum, typically used in spectroscopic analysis to identify materials.

Butler, L. R. P.; Laqua, K. (1995). "Nomenclature, symbols, units and their usage in spectrochemical analysis-IX. Instrumentation for the spectral dispersion and isolation of optical radiation (IUPAC Recommendations 1995)". Pure Appl. Chem. IUPAC. 67 (10): 1725–1744. doi:10.1351/pac199567101725. A spectrometer is the general term for describing a combination of spectral apparatus with one or more detectors to measure the intensity of one or more spectral bands."</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
    </gmi:MI_AcquisitionInformation>
  </gmi:acquisitionInformation>
</gmi:MI_Metadata>