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   <dataset id="HF135">
      <alternateIdentifier system="https://doi.org">doi:10.6073/pasta/124bf598c954e022e021be305adfc5d4</alternateIdentifier>
      <title>Canopy Sky Factors 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>Hemispherical photos were taken at 35 interior grid corners in each land use site’s 30 m x 50 m permanent plot on uniformly overcast days during summer 1998. A Canon A-1 35 mm camera with a 7.5 mm lens was mounted on a tripod, positioned so the film plane was 0.5 m above ground, oriented N-S with a compass, and leveled. Ektachrome 100 slide film was used. Two exposures were made for each location.</para>
            <para>The slides were processed and digitized in jpeg format by Kodak, Inc. at a resolution of 1536 x 1024 dpi. The jpeg images were screened for nearground obstructions. Fifteen of the 35 photo locations per site were used in subsequent analysis.</para>
            <para>Hemiview software  (v. 2.0, Delta-T Devices Ltd., Cambridge, UK) was used to process the images and calculate indirect, direct, and global (= indirect + direct) sky factors for each sample location, plus the proportion of global sky factor represented by direct beam radiation. Several images spanning a wide range of canopy density were used to develop protocols for setting optimal thresholds in converting from color to black and white images. Each B/W image was then analyzed at three threshold levels, the optimum level plus 5 threshold units (~ 2.5%) above and below the optimum. The results were averaged across the three threshold levels to provide one set of sky factor data per sample location.</para>
            <para>Above-canopy incident radiation was calculated daily for the June-September growing season based on (1) latitude and longitude, (2) average atmospheric transmission, and (3) monthly averages for fractions of the day in diffuse radiation due to cloud cover for the Harvard Forest area. Data for 2 and 3 above were provided by researchers at the State University of New York at Albany. Below-canopy radiation was estimated daily across half-hour intervals as the sum of diffuse and direct beam components. Sky factors were then calculated from the above- and below-canopy radiation values and averaged both monthly and across the growing season.</para>
         </section>
      </abstract>
      <keywordSet>
         <keyword>canopy cover</keyword>
         <keyword>imagery</keyword>
         <keyword>land use</keyword>
         <keyword>radiation</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=hf135</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="hf135-01">
         <entityName>hf135-01-sky.csv</entityName>
         <entityDescription>canopy sky factors</entityDescription>
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            <distribution>
               <online>
                  <url function="download">https://harvardforest.fas.harvard.edu/data/p13/hf135/hf135-01-sky.csv</url>
               </online>
            </distribution>
         </physical>
         <attributeList>
            <attribute id="1241702426912">
               <attributeName>category</attributeName>
               <attributeDefinition>level of pooling</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>All Sites</code>
                              <definition>all 6 sites combined</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>By Legacy</code>
                              <definition>plow vs. pasture vs. woodlot, with data averaged across the two replicates of each legacy</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>By Site</code>
                              <definition>by individual site</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
            </attribute>
            <attribute id="1241702426928">
               <attributeName>sky.factor</attributeName>
               <attributeDefinition>sky factor</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>ISF</code>
                              <definition>indirect sky factor</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>DSF</code>
                              <definition>direct sky factor</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>GSF</code>
                              <definition>global sky factor (ISF+DSF)</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>DSF/GSF</code>
                              <definition>ratio of direct and global sky factors</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
            </attribute>
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               <attributeName>legacy.site</attributeName>
               <attributeDefinition>for legacy or site comparisons</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>P</code>
                              <definition>plow</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>S</code>
                              <definition>pasture</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>W</code>
                              <definition>woodlot</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>P1</code>
                              <definition>plow replicate 1</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>P2</code>
                              <definition>plow replicate 2</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>S1</code>
                              <definition>pasture replicate 1</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>S2</code>
                              <definition>pasture replicate 2</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>W1</code>
                              <definition>woodlot replicate 1</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>W2</code>
                              <definition>woodlot replicate 2</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
            </attribute>
            <attribute id="1241702426959">
               <attributeName>n</attributeName>
               <attributeDefinition>sample size, number of hemispherical photos analyzed for all sites combined, per legacy and per 
site</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>number</standardUnit>
                     </unit>
                     <precision>1</precision>
                     <numericDomain>
                        <numberType>whole</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1241702426974">
               <attributeName>mean</attributeName>
               <attributeDefinition>mean for photos analyzed across all sites, per legacy, and per site</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>number</standardUnit>
                     </unit>
                     <precision>0.001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1241702426990">
               <attributeName>std.dev</attributeName>
               <attributeDefinition>standard deviation for photos analyzed across all sites, per legacy, and per site</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>number</standardUnit>
                     </unit>
                     <precision>0.001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1241702427006">
               <attributeName>std.error</attributeName>
               <attributeDefinition>standard error for photos analyzed across all sites, per legacy, and per site</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>number</standardUnit>
                     </unit>
                     <precision>0.001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1241702427021">
               <attributeName>range</attributeName>
               <attributeDefinition>range for photos analyzed across all sites, per legacy, and per site</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>number</standardUnit>
                     </unit>
                     <precision>0.001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1241702427037">
               <attributeName>max</attributeName>
               <attributeDefinition>maximum for photos analyzed across all sites, per legacy, and per site</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>number</standardUnit>
                     </unit>
                     <precision>0.001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1241702427053">
               <attributeName>min</attributeName>
               <attributeDefinition>minimum for photos analyzed across all sites, per legacy, and per site</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>number</standardUnit>
                     </unit>
                     <precision>0.001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1241702427068">
               <attributeName>median</attributeName>
               <attributeDefinition>median for photos analyzed across all sites, per legacy, and per site</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>number</standardUnit>
                     </unit>
                     <precision>0.001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1241702427084">
               <attributeName>ci.25</attributeName>
               <attributeDefinition>25% CI for photos analyzed across all sites, per legacy, and per site</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>number</standardUnit>
                     </unit>
                     <precision>0.001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1241702427099">
               <attributeName>ci.75</attributeName>
               <attributeDefinition>75% CI for photos analyzed across all sites, per legacy, and per site</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>number</standardUnit>
                     </unit>
                     <precision>0.001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
         </attributeList>
         <numberOfRecords>40</numberOfRecords>
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   <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="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="Herbaceous Stratum Sunfleck Regimes in CRUI Land Use Project at Harvard Forest 1998">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf140</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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