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         packageId="knb-lter-hfr.266.4">
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   <dataset id="HF266">
      <alternateIdentifier system="https://doi.org">doi:10.6073/pasta/73d5acf93336e6d0822765eb1a31c95c</alternateIdentifier>
      <title>Correction Factors for Dissolved Organic Carbon Extracted from Soil in New England 2012-2013</title>
      <creator>
         <individualName>
            <givenName>Marc-Andre</givenName>
            <surName>Giasson</surName>
         </individualName>
      </creator>
      <creator>
         <individualName>
            <givenName>Adrien</givenName>
            <surName>Finzi</surName>
         </individualName>
         <userId directory="https://orcid.org">https://orcid.org/0000-0003-2220-4533</userId>
      </creator>
      <associatedParty>
         <individualName>
            <givenName>Colin</givenName>
            <surName>Averill</surName>
         </individualName>
         <role>Researcher</role>
      </associatedParty>
      <pubDate>2023</pubDate>
      <language>English</language>
      <abstract>
         <section>
            <para>Oxidizable dissolved organic carbon (DOC) is regularly measured in environmental samples using a colorimetric method with Mn(III)-pyrophosphate as the oxidizing agent. It is simpler to use and has a much higher throughput than the commonly used dichromate oxidation and combustion methods. Here, we demonstrate that the method often leads to an underestimation or overestimation of the concentration of common organic compounds in solutions. To our knowledge, no published study has taken this fact into account when analyzing DOC data. Hence, we compared Mn(III)-pyrophosphate-based results with measurements performed with a total organic carbon combustion analyzer for samples of organic and mineral soil horizons of two temperate deciduous forests (Harvard Forest, Hubbard Brook), of organic soil horizon of a primary growth hemlock stand (Harvard Forest), and of a peatland (Caribou Bog) located in New England, USA. The Mn(III)-pyrophosphate method consistently underestimated DOC concentration in soil extracts. We present correction factors for the different types of soil studied. By employing correction factors, we find the method can be an inexpensive, accurate, and high throughput tool to measure DOC in environmental samples.</para>
         </section>
      </abstract>
      <keywordSet>
         <keyword>carbon</keyword>
         <keyword>hemlock</keyword>
         <keyword>organic carbon</keyword>
         <keyword>peatland</keyword>
         <keyword>soil</keyword>
         <keyword>soil chemistry</keyword>
         <keyword>soil solution chemistry</keyword>
         <keywordThesaurus>LTER controlled vocabulary</keywordThesaurus>
      </keywordSet>
      <keywordSet>
         <keyword>organic matter</keyword>
         <keywordThesaurus>LTER core area</keywordThesaurus>
      </keywordSet>
      <keywordSet>
         <keyword>Harvard Forest</keyword>
         <keyword>HFR</keyword>
         <keyword>LTER</keyword>
         <keyword>USA</keyword>
         <keywordThesaurus>HFR default</keywordThesaurus>
      </keywordSet>
      <intellectualRights>
         <section>
            <para>This dataset is released to the public under Creative Commons CC0 1.0 (No Rights Reserved). Please keep the dataset creators informed of any plans to use the dataset. Consultation with the original investigators is strongly encouraged. Publications and data products that make use of the dataset should include proper acknowledgement.</para>
         </section>
      </intellectualRights>
      <licensed>
         <licenseName>Creative Commons Zero v1.0 Universal</licenseName>
         <url>https://spdx.org/licenses/CC0-1.0.html</url>
         <identifier>CC0-1.0</identifier>
      </licensed>
      <distribution>
         <online>
            <url function="information">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf266</url>
         </online>
      </distribution>
      <coverage>
         <geographicCoverage>
            <geographicDescription>Prospect Hill Tract (Harvard Forest), Hubbard Brook Experimental Forest (NH), Caribou Bog (ME) . Coordinates based on WGS84 datum.</geographicDescription>
            <boundingCoordinates>
               <westBoundingCoordinate>-72.11</westBoundingCoordinate>
               <eastBoundingCoordinate>-68.46</eastBoundingCoordinate>
               <northBoundingCoordinate>+44.56</northBoundingCoordinate>
               <southBoundingCoordinate>+42.32</southBoundingCoordinate>
            </boundingCoordinates>
         </geographicCoverage>
         <temporalCoverage>
            <rangeOfDates>
               <beginDate>
                  <calendarDate>2012</calendarDate>
               </beginDate>
               <endDate>
                  <calendarDate>2013</calendarDate>
               </endDate>
            </rangeOfDates>
         </temporalCoverage>
      </coverage>
      <maintenance>
         <description>
            <para>complete</para>
         </description>
      </maintenance>
      <contact scope="document">
         <positionName>Information Manager</positionName>
         <organizationName>Harvard Forest</organizationName>
         <address scope="document">
            <deliveryPoint>324 North Main Street</deliveryPoint>
            <city>Petersham</city>
            <administrativeArea>MA</administrativeArea>
            <postalCode>01366</postalCode>
            <country>USA</country>
         </address>
         <phone phonetype="voice">(978) 724-3302</phone>
         <electronicMailAddress>hf-im@lists.fas.harvard.edu</electronicMailAddress>
      </contact>
      <publisher scope="document">
         <organizationName>Harvard Forest</organizationName>
         <address scope="document">
            <deliveryPoint>324 North Main Street</deliveryPoint>
            <city>Petersham</city>
            <administrativeArea>MA</administrativeArea>
            <postalCode>01366</postalCode>
            <country>USA</country>
         </address>
         <phone phonetype="voice">(978) 724-3302</phone>
         <phone phonetype="fax">(978) 724-3595</phone>
         <onlineUrl>https://harvardforest.fas.harvard.edu</onlineUrl>
      </publisher>
      <methods>
         <methodStep>
            <description>
               <section>
                  <para>Organic horizon (OH) and mineral soil (MS) samples were collected at the Hubbard Brook Experimental Forest, New Hampshire (43°56’N, 71°45’W) and Harvard Forest, Massachusetts (42°32’N, 72°11’W) in April, May, August, and October of 2012 and 2013. At Hubbard Brook, samples were collected in a mature sugar maple–yellow birch stand. Harvard Forest samples were collected in a mature red oak–red maple stand.  Samples were 10×10 cm OH monoliths and 5 cm-diameter MS cores from the top 15 cm of the mineral soil. At Harvard Forest, OH samples were also collected in a primary-growth hemlock stand in August 2013.</para>
                  <para>Peat samples were removed from the Central Unit of Caribou Bog, a 2200-ha peatland complex near Bangor, Maine (44°56’N, 68°46’W). We collected 5 cm-diameter peat cores from the top 20 cm of the dead moss layer in May, August, and October 2013 in sites dominated by (1) Sphagnum lawn, bryophytes, and sedges, (2) Sphagnum lawn and low ericaceous shrubs (Kalmia polifolia Wangenh., Rhododendron groenlandicum (Oeder) Kron and Judd) and (3) ericaceous shrubs and black spruce (Picea mariana (Mill.) B.S.P.).</para>
                  <para>Samples were immediately brought back to the laboratory and stored at 4°C. OH and MS samples were homogenized by sieving through 2-mm mesh (4-mm mesh for hemlock OH) and removing rocks, roots, and woody debris. Roots were removed from peat samples without sieving. Five grams each of OH and peat sample or 10 g of MS sample were placed in 50-mL centrifuge tubes. 40 mL of 0.5 M K2SO4 were added to each tube. Slurries were shaken for 1 h on an oscillating table and filtered through a Whatman #1 paper filter. The extracts were frozen at −20°C until dissolved organic carbon (DOC) concentration was measured. Time between sample collection and freezing of the extracts was kept under 48 h.</para>
                  <para>To measure DOC, we adapted Bartlett and Ross's (1988) method to use with a 96-well microplate reader. On each microplate, we pipetted duplicate 100-mL aliquots of eight oxalic acid standards with concentrations ranging from 0- to 4-mM C and triplicate 100-mL aliquots of 24 soil extracts. We added 50 mL of 10 mM Mn(III)-pyrophosphate solution and 50 mL of concentrated sulfuric acid to each well. The 96-well microplates were incubated in the dark at room temperature for 18 h before measuring absorbance at 495 nm on a microplate reader (VersaMax, Molecular Devices, Sunnyvale, California, USA). For each microplate, soil extract absorbance was converted to C concentration using a linear calibration curve based on the oxalic acid standards. We also measured total organic carbon content of the same soil extracts using an Apollo 9000 TOC Analyzer with autosampler (Teledyne Tekmar, Mason, Ohio, USA).</para>
                  <para>Given the high variability in the recovery rate of the various organic compounds and the great difficulty in measuring the relative abundance of these and other substances in environmental samples, it is highly probable that reported DOC concentrations using the Bartlett and Ross (1988) colorimetric method are biased high or low depending on the particular mix of DOC compounds present.</para>
                  <para>To determine the magnitude of bias in soil samples collected in New England ecosystems, we compared the DOC content of OH, MS, and peat samples measured using the colorimetric method and the TOC combustion analyzer.</para>
               </section>
            </description>
         </methodStep>
      </methods>
      <project>
         <title>Harvard Forest Long-Term Ecological Research</title>
         <personnel>
            <organizationName>Harvard Forest</organizationName>
            <address>
               <deliveryPoint>324 North Main Street</deliveryPoint>
               <city>Petersham</city>
               <administrativeArea>MA</administrativeArea>
               <postalCode>01366</postalCode>
               <country>USA</country>
            </address>
            <phone phonetype="voice">(978) 724-3302</phone>
            <phone phonetype="fax">(978) 724-3595</phone>
            <onlineUrl>https://harvardforest.fas.harvard.edu</onlineUrl>
            <userId directory="https://ror.org">https://ror.org/059cpzx98</userId>
            <role>pointOfContact</role>
         </personnel>
         <abstract>The Harvard Forest Long-Term Ecological Research (LTER) program examines ecological dynamics in the New England region resulting from natural disturbances, environmental change, and human impacts.</abstract>
         <funding>National Science Foundation LTER grants: DEB-8811764, DEB-9411975, DEB-0080592, DEB-0620443, DEB-1237491, DEB-1832210.</funding>
      </project>
      <dataTable id="hf266-01">
         <entityName>hf266-01-dissolved-organic-c.csv</entityName>
         <entityDescription>dissolved organic carbon data</entityDescription>
         <physical>
            <objectName>hf266-01-dissolved-organic-c.csv</objectName>
            <size unit="byte">3885</size>
            <authentication method="MD5">dba103d70d29f9b0bd432d6fec2d309f</authentication>
            <dataFormat>
               <textFormat>
                  <numHeaderLines>1</numHeaderLines>
                  <recordDelimiter>\r\n</recordDelimiter>
                  <attributeOrientation>column</attributeOrientation>
                  <simpleDelimited>
                     <fieldDelimiter>,</fieldDelimiter>
                  </simpleDelimited>
               </textFormat>
            </dataFormat>
            <distribution>
               <online>
                  <url function="download">https://harvardforest.fas.harvard.edu/data/p26/hf266/hf266-01-dissolved-organic-c.csv</url>
               </online>
            </distribution>
         </physical>
         <attributeList>
            <attribute id="1455545255342">
               <attributeName>sample</attributeName>
               <attributeDefinition>sample number</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <textDomain>
                           <definition>sample number</definition>
                        </textDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1455545255343">
               <attributeName>cb.colorimetry</attributeName>
               <attributeDefinition>Caribou Bog (peat) DOC concentration measured using the colorimetric
						method</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <customUnit>millimolar</customUnit>
                     </unit>
                     <precision>0.0001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1455545255344">
               <attributeName>cb.combustion</attributeName>
               <attributeDefinition>Caribou Bog (peat) DOC concentration measured using a TOC combustion
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                     <unit>
                        <customUnit>millimolar</customUnit>
                     </unit>
                     <precision>0.0001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
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                  </ratio>
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                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
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            <attribute id="1455545255345">
               <attributeName>hb.o.colorimetry</attributeName>
               <attributeDefinition>Hubbard Brook (organic horizon) DOC concentration measured using the
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                     <unit>
                        <customUnit>millimolar</customUnit>
                     </unit>
                     <precision>0.0001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
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                  <code>NA</code>
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               <attributeName>hb.o.combustion</attributeName>
               <attributeDefinition>Hubbard Brook (organic horizon) DOC concentration measured using a TOC
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               <measurementScale>
                  <ratio>
                     <unit>
                        <customUnit>millimolar</customUnit>
                     </unit>
                     <precision>0.0001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1455545255347">
               <attributeName>hb.m.colorimetry</attributeName>
               <attributeDefinition>Hubbard Brook (mineral soil) DOC concentration measured using the
						colorimetric method</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <customUnit>millimolar</customUnit>
                     </unit>
                     <precision>0.0001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1455545255348">
               <attributeName>hb.m.combustion</attributeName>
               <attributeDefinition>Hubbard Brook (mineral soil) DOC concentration measured using a TOC combustion analyzer</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <customUnit>millimolar</customUnit>
                     </unit>
                     <precision>0.0001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1455545255349">
               <attributeName>hf.do.colorimetry</attributeName>
               <attributeDefinition>Harvard Forest (deciduous, organic horizon) DOC concentration measured
						using the colorimetric method</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <customUnit>millimolar</customUnit>
                     </unit>
                     <precision>0.0001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1455545255350">
               <attributeName>hf.do.combustion</attributeName>
               <attributeDefinition>Harvard Forest (deciduous, organic horizon) DOC concentration measured
						using a TOC combustion analyzer</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <customUnit>millimolar</customUnit>
                     </unit>
                     <precision>0.0001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
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            </attribute>
            <attribute id="1455545255351">
               <attributeName>hf.dm.colorimetry</attributeName>
               <attributeDefinition>Harvard Forest (deciduous, mineral soil) DOC concentration measured using
						the colorimetric method</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <customUnit>millimolar</customUnit>
                     </unit>
                     <precision>0.0001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
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                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1455545255352">
               <attributeName>hf.dm.combustion</attributeName>
               <attributeDefinition>Harvard Forest (deciduous, mineral soil) DOC concentration measured using
						a TOC combustion analyzer</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <customUnit>millimolar</customUnit>
                     </unit>
                     <precision>0.0001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1455545255353">
               <attributeName>hf.ho.colorimetry</attributeName>
               <attributeDefinition>Harvard Forest (hemlock, organic horizon) DOC concentration measured using
						the colorimetric method</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <customUnit>millimolar</customUnit>
                     </unit>
                     <precision>0.0001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
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               <attributeName>hf.ho.combustion</attributeName>
               <attributeDefinition>Harvard Forest (hemlock, organic horizon) DOC concentration measured using
						a TOC combustion analyzer</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <customUnit>millimolar</customUnit>
                     </unit>
                     <precision>0.0001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
         </attributeList>
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      <metadata>
         <additionalClassifications>
            <researchTopic>soil</researchTopic>
            <studyType>short-term measurement</studyType>
         </additionalClassifications>
      </metadata>
   </additionalMetadata>
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                  name="millimolar"
                  parentSI="molesPerCubicMeter"
                  unitType="amountOfSubstanceConcentration">
               <description>millimolar</description>
            </unit>
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