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   <dataset id="HF140">
      <alternateIdentifier system="https://doi.org">doi:10.6073/pasta/2bd68676c8861ce85424f1ab92a60ca7</alternateIdentifier>
      <title>Herbaceous Stratum Sunfleck Regimes in CRUI Land Use Project at Harvard Forest 1998</title>
      <creator>
         <individualName>
            <givenName>Timothy</givenName>
            <surName>Sipe</surName>
         </individualName>
      </creator>
      <creator>
         <individualName>
            <givenName>Richard</givenName>
            <surName>Bowden</surName>
         </individualName>
      </creator>
      <creator>
         <individualName>
            <givenName>Charles</givenName>
            <surName>McClaugherty</surName>
         </individualName>
         <userId directory="https://orcid.org">https://orcid.org/0000-0001-5884-0756</userId>
      </creator>
      <associatedParty>
         <individualName>
            <givenName>Kirsten</givenName>
            <surName>Bixler</surName>
         </individualName>
         <role>Researcher</role>
      </associatedParty>
      <pubDate>2023</pubDate>
      <language>English</language>
      <abstract>
         <section>
            <para>Numerous variables related to land use disturbance and recovery processes can influence forest understory irradiance regimes. In addition to season-long measurements of herbaceous stratum microclimates (data archived separately), we explored the degree to which differences in forest community composition and structure generate differences in near-ground sunfleck regimes in our six land use sites (2 plowed, 2 pastured, 2 permanent woodlot). Considerable research has shown that photosynthetic responses to fluctuating irradiance cannot be predicted accurately from steady-state gas-exchange measurements, and that sunflecks may account for both a large fraction of total daily photon fluence and net carbon assimilation by plants in the herbaceous stratum of moist forests. We measured clear-day irradiance patterns to test predictions about how sunfleck frequency, duration, and brightness should vary across the three land-use legacies. We also wished to document sunfleck regimes as part of a companion study on photosynthetic responses by herb and tree species to sunflecks.</para>
            <para>Twenty-three quantum sensors (Li-190, Li-Cor, Inc., Lincoln, NE) were placed at regularly-spaced interior intersection points across the 30 m x 50 m permanent plot grid in each land use site. The sensors were mounted on stakes 50 cm above ground, leveled, and attached to a Campbell Scientific CR23X datalogger. Photosynthetic photon flux (PPF) values were recorded at all 23 microsites every 6 seconds for 3.5-4.5 hours in the morning (8:00-11:30+ a.m. EST) on one clear day per site in July and August 1998. Using custom software and a sunfleck definition threshold of 100 umol m-2 s-1, sunfleck events were extracted for each microsite across the sampling period and the following were calculated for each fleck event:  number of fleck events per hour, sunfleck duration (sec), duration of the shade period prior to the sunfleck (sec), mean PPF across the sunfleck event, and peak PPF during the sunfleck. Descrtiptive statistics calculated across the 23 sample locations per site are reported in this archived data set.</para>
         </section>
      </abstract>
      <keywordSet>
         <keyword>herbs</keyword>
         <keyword>irradiance</keyword>
         <keyword>land use</keyword>
         <keyword>photosynthetically active radiation</keyword>
         <keywordThesaurus>LTER controlled vocabulary</keywordThesaurus>
      </keywordSet>
      <keywordSet>
         <keyword>disturbance</keyword>
         <keyword>human-environment</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=hf140</url>
         </online>
      </distribution>
      <coverage>
         <geographicCoverage>
            <geographicDescription>Prospect Hill Tract (Harvard Forest). Coordinates based on WGS84 datum.</geographicDescription>
            <boundingCoordinates>
               <westBoundingCoordinate>-72.20</westBoundingCoordinate>
               <eastBoundingCoordinate>-72.17</eastBoundingCoordinate>
               <northBoundingCoordinate>+42.55</northBoundingCoordinate>
               <southBoundingCoordinate>+42.53</southBoundingCoordinate>
               <boundingAltitudes>
                  <altitudeMinimum>335</altitudeMinimum>
                  <altitudeMaximum>357</altitudeMaximum>
                  <altitudeUnits>meter</altitudeUnits>
               </boundingAltitudes>
            </boundingCoordinates>
         </geographicCoverage>
         <temporalCoverage>
            <rangeOfDates>
               <beginDate>
                  <calendarDate>1998</calendarDate>
               </beginDate>
               <endDate>
                  <calendarDate>1998</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>Plot locations: Plow #1 Site: Prospect Hill Tract, Compartment # III, southern end. Plow #2 Site: Prospect Hill Tract, Compartment # III, southern end. Pasture #1 Site: Prospect Hill Tract, Compartment # I, southeastern edge. Pasture #2 Site: Prospect Hill Tract, Compartment # VIII, central edge. Woodlot #1 Site: Prospect Hill Tract, Compartment # VIII, northeastern edge. Woodlot #2 Site:  Prospect Hill Tract, Compartment # VII, central.</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="hf140-01">
         <entityName>hf140-01-sunfleck.csv</entityName>
         <entityDescription>sunfleck regimes</entityDescription>
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            <objectName>hf140-01-sunfleck.csv</objectName>
            <size unit="byte">1368</size>
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                  <numHeaderLines>1</numHeaderLines>
                  <recordDelimiter>\r\n</recordDelimiter>
                  <attributeOrientation>column</attributeOrientation>
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                     <fieldDelimiter>,</fieldDelimiter>
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            <distribution>
               <online>
                  <url function="download">https://harvardforest.fas.harvard.edu/data/p14/hf140/hf140-01-sunfleck.csv</url>
               </online>
            </distribution>
         </physical>
         <attributeList>
            <attribute id="1241707698484">
               <attributeName>site</attributeName>
               <attributeDefinition>site</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>P1</code>
                              <definition>Plow 1</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>P2</code>
                              <definition>Plow 2</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>S1</code>
                              <definition>Pasture 1</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>S2</code>
                              <definition>Pasture 2</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>W1</code>
                              <definition>Woodlot 1</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>W2</code>
                              <definition>Woodlot 2</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
            </attribute>
            <attribute id="1241707698500">
               <attributeName>statistic</attributeName>
               <attributeDefinition>statistic</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>Mean</code>
                              <definition>mean</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>Minimum</code>
                              <definition>minimum</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>Maximum</code>
                              <definition>maximum</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>Std. Dev.</code>
                              <definition>standard deviation</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>Std. Err.</code>
                              <definition>standard error</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>C.V.</code>
                              <definition>coefficient of variation</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
            </attribute>
            <attribute id="1241707698515">
               <attributeName>events.hr</attributeName>
               <attributeDefinition>number of sunfleck events recorded per hour, with the sunfleck PPF threshold of 100 µmol m-2 s-1 per hour. An “event” could last as little as one 6-second sampling interval.</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>number</standardUnit>
                     </unit>
                     <precision>0.1</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1241707698531">
               <attributeName>shade.duration</attributeName>
               <attributeDefinition>mean duration of non-sunfleck shade (i.e., PPF &lt; 100 µmol m-2 s-1) prior to each sunfleck event, averaged across all events</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>second</standardUnit>
                     </unit>
                     <precision>0.1</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1241707698546">
               <attributeName>fleck.duration</attributeName>
               <attributeDefinition>mean duration of sunfleck events</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>second</standardUnit>
                     </unit>
                     <precision>0.1</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1241707698562">
               <attributeName>mean.fleck.ppf</attributeName>
               <attributeDefinition>mean value of the average PPF recorded during individual sunfleck events</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>micromolePerMeterSquaredPerSecond</standardUnit>
                     </unit>
                     <precision>0.1</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1241707698578">
               <attributeName>peak.fleck.ppf</attributeName>
               <attributeDefinition>pean value of the peak PPF recorded during individual sunfleck events</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>micromolePerMeterSquaredPerSecond</standardUnit>
                     </unit>
                     <precision>0.1</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
         </attributeList>
         <numberOfRecords>36</numberOfRecords>
      </dataTable>
   </dataset>
   <additionalMetadata>
      <metadata>
         <additionalClassifications>
            <researchTopic>historical</researchTopic>
            <researchTopic>plot</researchTopic>
            <researchTopic>community</researchTopic>
            <studyType>short-term measurement</studyType>
         </additionalClassifications>
      </metadata>
   </additionalMetadata>
   <additionalMetadata>
      <metadata>
         <additionalLinks>
            <url name="Litterfall, Biomass and Productivity in CRUI Land Use Project at Harvard Forest 1996-1997">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf133</url>
            <url name="Tree Canopy Leaf Area Index in CRUI Land Use Project at Harvard Forest 1997">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf134</url>
            <url name="Canopy Sky Factors in CRUI Land Use Project at Harvard Forest 1998">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf135</url>
            <url name="Herbaceous Species in CRUI Land Use Project at Harvard Forest 1996">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf136</url>
            <url name="Mapped Trees in CRUI Land Use Project at Harvard Forest 1996-2006">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf137</url>
            <url name="Microclimate in CRUI Land Use Project at Harvard Forest 1997">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf138</url>
            <url name="Photosynthetic Light Response Curves in CRUI Land Use Project at Harvard Forest 1998">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf139</url>
            <url name="Tree Seedlings in CRUI Land Use Project at Harvard Forest 1996">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf141</url>
            <url name="Herbaceous Community Composition in CRUI Land Use Project at Harvard Forest 1996">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf142</url>
            <url name="Soil Properties in CRUI Land Use Project at Harvard Forest 1995-1998">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf143</url>
            <url name="Soil Respiration in CRUI Land Use Project at Harvard Forest 1997">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf144</url>
         </additionalLinks>
      </metadata>
   </additionalMetadata>
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