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   <dataset id="HF183">
      <alternateIdentifier system="https://doi.org">doi:10.6073/pasta/11ea1305d6cb8004a205c37c4d345aeb</alternateIdentifier>
      <title>Canopy Phenology, Remote Sensing and Microclimate at Harvard Forest 2006-2011</title>
      <creator>
         <individualName>
            <givenName>Mark</givenName>
            <surName>Friedl</surName>
         </individualName>
         <userId directory="https://orcid.org">https://orcid.org/0000-0001-6899-2948</userId>
      </creator>
      <creator>
         <individualName>
            <givenName>Nathan</givenName>
            <surName>Phillips</surName>
         </individualName>
      </creator>
      <creator>
         <individualName>
            <givenName>Manish</givenName>
            <surName>Verma</surName>
         </individualName>
      </creator>
      <creator>
         <individualName>
            <givenName>Eli</givenName>
            <surName>Melaas</surName>
         </individualName>
         <userId directory="https://orcid.org">https://orcid.org/0000-0002-8351-3674</userId>
      </creator>
      <pubDate>2023</pubDate>
      <language>English</language>
      <abstract>
         <section>
            <para>Our research at the Harvard Forest walk-up tower site examines how seasonality of canopy leaf area, or canopy phenology, influences, and is influenced by, local climate. As part of this activity we are studying methods for (and limits to) remote sensing of canopy phenology. To address this research topic, we have initiated measurements to quantify how radiation fluxes through a deciduous forest canopy are modified by seasonal canopy leaf dynamics. We continuously measure above- and below-canopy radiation fluxes at a variety of spectral bands (shortwave, photosynthetic) and with digital photography. These measurements provide a surrogate measures of canopy leaf area dynamics, and directly represent the radiation component of the surface energy balance. These measurements complement ongoing microclimate and eddy covariance measurements of water and carbon exchange at the EMS flux tower.</para>
         </section>
      </abstract>
      <keywordSet>
         <keyword>phenology</keyword>
         <keyword>photosynthetically active radiation</keyword>
         <keyword>radiation</keyword>
         <keyword>soil temperature</keyword>
         <keywordThesaurus>LTER controlled vocabulary</keywordThesaurus>
      </keywordSet>
      <keywordSet>
         <keyword>disturbance</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=hf183</url>
         </online>
      </distribution>
      <coverage>
         <geographicCoverage>
            <geographicDescription>Prospect Hill Tract (Harvard Forest). Coordinates based on WGS84 datum.</geographicDescription>
            <boundingCoordinates>
               <westBoundingCoordinate>-72.171478</westBoundingCoordinate>
               <eastBoundingCoordinate>-72.171478</eastBoundingCoordinate>
               <northBoundingCoordinate>+42.537755</northBoundingCoordinate>
               <southBoundingCoordinate>+42.537755</southBoundingCoordinate>
               <boundingAltitudes>
                  <altitudeMinimum>340</altitudeMinimum>
                  <altitudeMaximum>340</altitudeMaximum>
                  <altitudeUnits>meter</altitudeUnits>
               </boundingAltitudes>
            </boundingCoordinates>
         </geographicCoverage>
         <temporalCoverage>
            <rangeOfDates>
               <beginDate>
                  <calendarDate>2006</calendarDate>
               </beginDate>
               <endDate>
                  <calendarDate>2011</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>Photosynthetically active radiation (PAR) is measured using LI190SB LI-COR quantum radiation sensors. A total of five below-canopy sensors measure downwelling PAR below the forest canopy.  The sensors are mounted on posts approximately 0.5 meters above the ground surface and are located roughly 20-m from the walk-up tower at equidistant spacing. Above-canopy quantum sensors (upwelling and downwelling) are mounted on a boom extended from the tower at a height of 23-m. Downwelling and upwelling solar radiation measurements are recorded using a Kipp and Zonen thermopile pyranometer, and global (total) and diffuse PAR measurements are measured using a BF3 sunshine sensor (both at 23-m). BF3 sensor photodiodes are cosine corrected and calibrated for the measurement of PAR quanta. Soil temperatures at 20-cm depth are measured with Campbell Scientific 107-L probes in four locations distributed around the walk-up tower and co-located with PAR sensors. Air temperatures are measured using a shaded CS107-L probe at 23-m.</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>
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         <entityDescription>radiation data</entityDescription>
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               <online>
                  <url function="download">https://harvardforest.fas.harvard.edu/data/p18/hf183/hf183-01-radiation.csv</url>
               </online>
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            <attribute id="1323980201129">
               <attributeName>dataset</attributeName>
               <attributeDefinition>dataset ID</attributeDefinition>
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                  <nominal>
                     <nonNumericDomain>
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                           <definition>dataset ID</definition>
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            <attribute id="1323980201146">
               <attributeName>datetime</attributeName>
               <attributeDefinition>date and time</attributeDefinition>
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                  <dateTime>
                     <formatString>YYYY-MM-DDThh:mm</formatString>
                  </dateTime>
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            <attribute id="1323980201145">
               <attributeName>year</attributeName>
               <attributeDefinition>year</attributeDefinition>
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                  <dateTime>
                     <formatString>YYYY</formatString>
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            <attribute id="1323980201161">
               <attributeName>doy</attributeName>
               <attributeDefinition>day of year</attributeDefinition>
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                     <unit>
                        <standardUnit>nominalDay</standardUnit>
                     </unit>
                     <precision>1</precision>
                     <numericDomain>
                        <numberType>natural</numberType>
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               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
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               <attributeName>hour</attributeName>
               <attributeDefinition>hour</attributeDefinition>
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            <attribute id="1323980201192">
               <attributeName>toc.d.par</attributeName>
               <attributeDefinition>top-of-canopy downwelling PAR</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>micromolePerMeterSquaredPerSecond</standardUnit>
                     </unit>
                     <precision>0.000001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
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               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
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            <attribute id="1323980201208">
               <attributeName>toc.u.par</attributeName>
               <attributeDefinition>top-of-canopy upwelling PAR</attributeDefinition>
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                  <ratio>
                     <unit>
                        <standardUnit>micromolePerMeterSquaredPerSecond</standardUnit>
                     </unit>
                     <precision>0.000001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1323980201223">
               <attributeName>bc.d.par1</attributeName>
               <attributeDefinition>below-canopy downwelling PAR 1</attributeDefinition>
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                  <ratio>
                     <unit>
                        <standardUnit>micromolePerMeterSquaredPerSecond</standardUnit>
                     </unit>
                     <precision>0.000001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
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               <missingValueCode>
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                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
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            <attribute id="1323980201239">
               <attributeName>bc.d.par2</attributeName>
               <attributeDefinition>below-canopy downwelling PAR 2</attributeDefinition>
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                     <unit>
                        <standardUnit>micromolePerMeterSquaredPerSecond</standardUnit>
                     </unit>
                     <precision>0.000001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
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               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
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            <attribute id="1323980201254">
               <attributeName>bc.d.par3</attributeName>
               <attributeDefinition>below-canopy downwelling PAR 3</attributeDefinition>
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                     <unit>
                        <standardUnit>micromolePerMeterSquaredPerSecond</standardUnit>
                     </unit>
                     <precision>0.000001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
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               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
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            <attribute id="1323980201270">
               <attributeName>bc.d.par4</attributeName>
               <attributeDefinition>below-canopy downwelling PAR 4</attributeDefinition>
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                     <unit>
                        <standardUnit>micromolePerMeterSquaredPerSecond</standardUnit>
                     </unit>
                     <precision>0.000001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
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               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1323980201286">
               <attributeName>bc.d.par5</attributeName>
               <attributeDefinition>below-canopy downwelling PAR 5</attributeDefinition>
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                     <unit>
                        <standardUnit>micromolePerMeterSquaredPerSecond</standardUnit>
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                     <precision>0.000001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
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                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1323980201301">
               <attributeName>toc.d.pyr</attributeName>
               <attributeDefinition>top-of-canopy downwelling Pyranometer</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>wattPerMeterSquared</standardUnit>
                     </unit>
                     <precision>0.001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
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                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1323980201317">
               <attributeName>toc.u.pyr</attributeName>
               <attributeDefinition>top-of-canopy upwelling Pyranometer</attributeDefinition>
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                     <unit>
                        <standardUnit>wattPerMeterSquared</standardUnit>
                     </unit>
                     <precision>0.001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
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                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1323980201333">
               <attributeName>tsoil1</attributeName>
               <attributeDefinition>soil temperature 1</attributeDefinition>
               <measurementScale>
                  <interval>
                     <unit>
                        <standardUnit>celsius</standardUnit>
                     </unit>
                     <precision>0.01</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </interval>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1323980201348">
               <attributeName>tsoil2</attributeName>
               <attributeDefinition>soil temperature 2</attributeDefinition>
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                     <unit>
                        <standardUnit>celsius</standardUnit>
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                     <numericDomain>
                        <numberType>real</numberType>
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               </measurementScale>
               <missingValueCode>
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                  <codeExplanation>missing value</codeExplanation>
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               <attributeName>tsoil3</attributeName>
               <attributeDefinition>soil temperature 3</attributeDefinition>
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                  <codeExplanation>missing value</codeExplanation>
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               <attributeName>tair</attributeName>
               <attributeDefinition>air temperature</attributeDefinition>
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                  <codeExplanation>missing value</codeExplanation>
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               <attributeDefinition>total solar radiation</attributeDefinition>
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                     <unit>
                        <standardUnit>wattPerMeterSquared</standardUnit>
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                        <numberType>real</numberType>
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               </measurementScale>
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                  <codeExplanation>missing value</codeExplanation>
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               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
         </attributeList>
         <numberOfRecords>89773</numberOfRecords>
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   <additionalMetadata>
      <metadata>
         <additionalClassifications>
            <researchTopic>atmosphere</researchTopic>
            <studyType>long-term measurement</studyType>
            <timeSeries>1</timeSeries>
         </additionalClassifications>
      </metadata>
   </additionalMetadata>
   <additionalMetadata>
      <metadata>
         <additionalLinks>
            <url name="Canopy-Atmosphere Exchange of Carbon, Water and Energy at Harvard Forest EMS Tower since 1991">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf004</url>
            <url name="Radiation Measurements at Harvard Forest EMS Tower since 1991">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf102</url>
         </additionalLinks>
      </metadata>
   </additionalMetadata>
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