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         system="hfr"
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         packageId="knb-lter-hfr.369.3">
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   <dataset id="HF369">
      <alternateIdentifier system="https://doi.org">doi:10.6073/pasta/3df68d6d84a5fd5b357363ac706ba50f</alternateIdentifier>
      <title>Nonstructural Carbohydrates in Defoliated Oaks in Central Massachusetts 2019-2020</title>
      <creator>
         <individualName>
            <givenName>Audrey</givenName>
            <surName>Barker Plotkin</surName>
         </individualName>
         <userId directory="https://orcid.org">https://orcid.org/0000-0002-4473-9785</userId>
      </creator>
      <creator>
         <individualName>
            <givenName>Meghan</givenName>
            <surName>Blumstein</surName>
         </individualName>
         <userId directory="https://orcid.org">https://orcid.org/0000-0003-0905-6265</userId>
      </creator>
      <associatedParty>
         <individualName>
            <givenName>Danelle</givenName>
            <surName>Laflower</surName>
         </individualName>
         <role>Researcher</role>
      </associatedParty>
      <associatedParty>
         <individualName>
            <givenName>Greta</givenName>
            <surName>VanScoy</surName>
         </individualName>
         <role>Researcher</role>
      </associatedParty>
      <pubDate>2023</pubDate>
      <language>English</language>
      <abstract>
         <section>
            <title/>
            <para>Carbon starvation posits that defoliation- and drought-induced mortality results from drawing down stored nonstructural carbohydrates (NSCs), but evidence is mixed and mortality is often observed prior to full drawdown of NSCs. We tested the relationship between defoliation severity, NSC drawdown, and tree mortality by measuring NSCs in mature oak trees defoliated by Lymantria dispar across a natural experimental gradient of defoliation severity. We collected stem and root samples from oaks (Quercus rubra and Q. alba) in interior forests (n=34) and forest edges (n=47) in central Massachusetts, USA. Total NSC (TNC; sugar + starch) stores were analyzed with respect to tree size, species, and defoliation severity, which ranged between 5 and 100%. Forest edge trees had higher TNC stores that were less sensitive to defoliation than interior forest trees. However, TNC stores declined significantly in both groups with increasingly severe defoliation. Furthermore, we observed a mortality threshold of 1.5% dry weight TNC. Our study draws a direct link between insect defoliation and TNC reserves and defines a TNC threshold below which mortality is highly likely. These findings advance understanding and improve model parametrization of tree response to insect outbreaks, an increasing threat with globalization and climate change. </para>
         </section>
      </abstract>
      <keywordSet>
         <keyword>carbohydrates</keyword>
         <keyword>defoliation</keyword>
         <keyword>disturbance</keyword>
         <keyword>invasive species</keyword>
         <keyword>mortality</keyword>
         <keyword>oak</keyword>
         <keyword>tree physiology</keyword>
         <keywordThesaurus>LTER controlled vocabulary</keywordThesaurus>
      </keywordSet>
      <keywordSet>
         <keyword>organic matter</keyword>
         <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=hf369</url>
         </online>
      </distribution>
      <coverage>
         <geographicCoverage>
            <geographicDescription>Central Massachusetts. Coordinates based on WGS84 datum.</geographicDescription>
            <boundingCoordinates>
               <westBoundingCoordinate>-72.5308</westBoundingCoordinate>
               <eastBoundingCoordinate>-72.1676</eastBoundingCoordinate>
               <northBoundingCoordinate>+42.5313 </northBoundingCoordinate>
               <southBoundingCoordinate>+42.3144</southBoundingCoordinate>
               <boundingAltitudes>
                  <altitudeMinimum>60</altitudeMinimum>
                  <altitudeMaximum>300</altitudeMaximum>
                  <altitudeUnits>meter</altitudeUnits>
               </boundingAltitudes>
            </boundingCoordinates>
         </geographicCoverage>
         <temporalCoverage>
            <rangeOfDates>
               <beginDate>
                  <calendarDate>2018</calendarDate>
               </beginDate>
               <endDate>
                  <calendarDate>2020</calendarDate>
               </endDate>
            </rangeOfDates>
         </temporalCoverage>
         <taxonomicCoverage>
            <taxonomicClassification>
               <taxonRankName>genus</taxonRankName>
               <taxonRankValue>Lymantria</taxonRankValue>
               <taxonomicClassification>
                  <taxonRankName>species</taxonRankName>
                  <taxonRankValue>dispar</taxonRankValue>
               </taxonomicClassification>
            </taxonomicClassification>
            <taxonomicClassification>
               <taxonRankName>genus</taxonRankName>
               <taxonRankValue>Quercus</taxonRankValue>
               <taxonomicClassification>
                  <taxonRankName>species</taxonRankName>
                  <taxonRankValue>alba</taxonRankValue>
                  <commonName>white oak</commonName>
               </taxonomicClassification>
               <taxonomicClassification>
                  <taxonRankName>species</taxonRankName>
                  <taxonRankValue>rubra</taxonRankValue>
                  <commonName>red oak</commonName>
               </taxonomicClassification>
            </taxonomicClassification>
         </taxonomicCoverage>
      </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>
                  <title>Study sites and sample selection</title>
                  <para>During the mid-late growing season of 2018, we established two study sites. We established plots in the Quabbin Watershed Forest (‘Forest’). Plots had varying defoliation severity, as classified by a published Landsat timeseries analysis (Pasquarella, V.J., Bradley, B.A, and Woodcock, C.E. 2017 Near-real-time monitoring of insect defoliation using Landsat time series. Forests 8(8), 275; doi:10.3390/f8080275.). Within plots, defoliation of oaks also varied. That is, even in lightly defoliated areas we observed a few oaks that were severely defoliated. We also tagged 85 individual oak trees from roadsides and hedgerows in and within 15 km of the mid-sized town of Amherst, Massachusetts (‘Town’). For each tree, we recorded diameter at breast height (DBH), species, and canopy position (1 = full sun; 2 = partially shaded; 3 = mostly/fully shaded). In the Forest plots, we recorded defoliation class (1 = 0-25% defoliated; 2 = 25-50% defoliated; 3 = 50-75% defoliated; 4 = 75-100% defoliated). For the Town trees, we estimated defoliation to the nearest 5%. These two sites were established independently and came together in Winter 2018-2019 for this study.</para>
                  <para>From these sites, we selected 34 Forest trees (from four plots) and 47 Town trees for NSC sampling, representing a range of defoliation severity in 2018. Note: we did not use the data collected from Quabbin Plot 6, because these trees likely died prior to autumn 2018, nor did we use the ‘Harvard Forest’ site in our analyses. All selected trees were alive in late summer 2018, although some were predicted to die within a year based on a visual assessment of crown dieback. Secondary selection criteria included sampling a range of tree size and species. Diameter of the sample trees ranged from 15-69 cm at the Forest site (mean 49 cm) and from 12-66 cm at the Town site (mean 35 cm). Most of the oaks at the two sites were red oak (Quercus rubra L., n = 66) but we included white oak (Q. alba L., n = 15) to the extent it was available.</para>
               </section>
               <section>
                  <title>NSC sampling</title>
                  <para>We sampled NSCs in February 2019, and again in February 2020. From each sample tree, we collected a 2 cm (under bark) sample of wood from: 1) the stem, at ~1.3 m height; and 2) a coarse root, at ~20 cm from the base of the tree. Samples were collected using a standard 4.3 mm diameter increment borer, stored on ice in the field, and then stored in a −80o C freezer until processing.</para>
               </section>
               <section>
                  <title>Tree defoliation, dieback, and mortality assessments</title>
                  <para>We assessed defoliation and/or dieback four times over the course of the study. At the initial defoliation assessment in late summer 2018, some of the Forest trees exhibited branch dieback and browning leaves. We recorded crown dieback and mortality status at leaf-out in May 2019, during June – August 2019 and in July – August 2020. A tree was presumed dead if it did not produce leaves; no tree that failed to leaf out in May 2019 produced leaves later that season or in 2020. Crown dieback was rated visually on a five-point scale (1 = 0-25 dieback; 2 = 25-50% dieback; 3 = 50-75% dieback; 4 = 75-99% dieback; 5 = dead). In 2019, we recorded defoliation by Lymantria dispar during their larval period from late May – early July. Despite high egg-mass counts in Fall 2018, high larval mortality in 2019 led to very low defoliation (Brown, 2019). There were few Lymantria dispar larvae and minimal defoliation in 2020.</para>
               </section>
               <section>
                  <title>NSC analysis</title>
                  <para>Total NSC reserves were extracted from freeze-dried and ground woody tissue samples following the protocol of Landhäusser et al. (Landhäusser SM, Chow PS, Dickman LT, Furze ME, Kuhlman I, Schmid S, Wiesenbauer J, Wild B, Gleixner G, Hartmann H, et al. 2018. Standardized protocols and procedures can precisely and accurately quantify non-structural carbohydrates. Tree physiology 38: 1764–1778.). In brief, after grinding the wood samples using a Wiley mill and then a ball grinder, we extracted sugars from 30 mg of dried tissue using 80% hot ethanol, then read them using a phenolic colorimetric assay and a spectrophotometer at 490 nm (ThermoFisher Scientific Genesys 180 UV-Vis Spectrophotometer). The methodology extracted and quantified all soluble sugars in the samples, including glucose, sucrose, fructose, and other oligosaccharides and glucans. We included two internal laboratory standards (Q. rubra stem-wood) with each set of samples, with sets within 10% of the laboratory estimate (42 mg g-1) accepted. </para>
                  <para>Starch was extracted from the tissue remaining after sugar extraction. We solubilized the tissue in NaOH, then incubated it with alpha-amylase and amyloglucosidase digestive enzymes, which digest starch into glucose. Solutions were assayed using a PGO-color reagent solution (Sigma Chemicals) and read on the spectrophotometer at 525 nm. Starch concentrations of mg glucose-starch-equivalent per g dry wood were calculated based on a glucose standard curve (Sigma Chemicals).</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="hf369-01">
         <entityName>hf369-01-trees.csv</entityName>
         <entityDescription>trees</entityDescription>
         <physical>
            <objectName>hf369-01-trees.csv</objectName>
            <size unit="byte">9181</size>
            <authentication method="MD5">0ee2b78a27935483b7439c8f6510076f</authentication>
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                  <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/p36/hf369/hf369-01-trees.csv</url>
               </online>
            </distribution>
         </physical>
         <attributeList>
            <attribute id="1622740761073">
               <attributeName>site</attributeName>
               <attributeDefinition>site</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>Amherst</code>
                              <definition>Town</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>Harvard Forest</code>
                              <definition>Simes</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>Quabbin</code>
                              <definition>Forest</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761078">
               <attributeName>plot</attributeName>
               <attributeDefinition>plot name</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <textDomain>
                           <definition>plot name</definition>
                        </textDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761088">
               <attributeName>tree</attributeName>
               <attributeDefinition>tree number. Unique identifier is combination of plot and
      tree</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <textDomain>
                           <definition>tree number</definition>
                        </textDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761091">
               <attributeName>tag</attributeName>
               <attributeDefinition>tag number for Quabbin plot trees that are part of related permanent plot
      study</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <textDomain>
                           <definition>tag number for Quabbin plot trees</definition>
                        </textDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761092">
               <attributeName>point</attributeName>
               <attributeDefinition>one of 3 variable-radius plot centers established in 2018 in the Quabbin
      plots</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <textDomain>
                           <definition>one of 3 variable-radius plot centers established in 2018 in the Quabbin
          plots</definition>
                        </textDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761093">
               <attributeName>species</attributeName>
               <attributeDefinition>species</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>Q. alba</code>
                              <definition>white oak</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>Q. rubra</code>
                              <definition>northern red oak</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761094">
               <attributeName>dbh.cm</attributeName>
               <attributeDefinition>diameter at breast height</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>centimeter</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="1622740761095">
               <attributeName>can.exp</attributeName>
               <attributeDefinition>canopy exposure</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>1</code>
                              <definition>full sun</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>2</code>
                              <definition>partially shaded</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>3</code>
                              <definition>mostly/fully shaded</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761096">
               <attributeName>ref.class.18</attributeName>
               <attributeDefinition>defoliation class in 2018. Based on def.per.18 for the Amherst
      trees</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>1</code>
                              <definition>0-25% defoliated</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>2</code>
                              <definition>25-50% defoliated</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>3</code>
                              <definition>50-75% defoliated</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>4</code>
                              <definition>75-100% defoliated</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761097">
               <attributeName>def.per.18</attributeName>
               <attributeDefinition>percent defoliation in 2018; to nearest 5% for Amherst and mid-point of
      ref.class.18 for Quabbin</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>dimensionless</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="1622740761098">
               <attributeName>n.egg.masses.18</attributeName>
               <attributeDefinition>number of Lymantria dispar egg masses counted in summer-fall 2018; 30 means more
      than 30 and 100 means WAY more than 30</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="1622740761102">
               <attributeName>cond.19</attributeName>
               <attributeDefinition>condition</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>D</code>
                              <definition>dead</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>L</code>
                              <definition>live in 2019</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761103">
               <attributeName>defol.2019</attributeName>
               <attributeDefinition>defoliation class in 2019</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>1</code>
                              <definition>0-25% defoliated</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>2</code>
                              <definition>25-50% defoliated</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>5</code>
                              <definition>dead</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761104">
               <attributeName>dieback.2019</attributeName>
               <attributeDefinition>dieback classes</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>1</code>
                              <definition>0-25% dieback</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>2</code>
                              <definition>25-50% dieback</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>3</code>
                              <definition>50-75% dieback</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>4</code>
                              <definition>75-99% dieback</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>5</code>
                              <definition>dead</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761105">
               <attributeName>notes.18</attributeName>
               <attributeDefinition>notes about the tree in 2018</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <textDomain>
                           <definition>notes about the tree in 2018</definition>
                        </textDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761106">
               <attributeName>notes.19</attributeName>
               <attributeDefinition>notes about the tree in 2019</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <textDomain>
                           <definition>notes about the tree in 2019</definition>
                        </textDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761107">
               <attributeName>ind_leaf_defoliation_S19</attributeName>
               <attributeDefinition>average herbivory percent based on a sample of 30 individual leaves from
      that tree; summer 2019; Amherst trees only</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>dimensionless</standardUnit>
                     </unit>
                     <precision>0.00000001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761108">
               <attributeName>defoliation_canopy_pct_F19</attributeName>
               <attributeDefinition>estimated percent defoliation; Amherst trees</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>dimensionless</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="1622740761118">
               <attributeName>ind_leaf_defoliation_F19</attributeName>
               <attributeDefinition>average herbivory percent based on a sample of 30 individual leaves from
      that tree; fall 2019; Amherst trees only</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>dimensionless</standardUnit>
                     </unit>
                     <precision>0.00000001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761119">
               <attributeName>new_eggmasses_below2m_19</attributeName>
               <attributeDefinition>number of new Lymantria dispar egg masses counted in fall 2019 below 2 m on the
      tree</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>dimensionless</standardUnit>
                     </unit>
                     <precision>1</precision>
                     <numericDomain>
                        <numberType>whole</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761121">
               <attributeName>cond.20</attributeName>
               <attributeDefinition>condition in 2020</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>D</code>
                              <definition>dead</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>L</code>
                              <definition>live</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761122">
               <attributeName>dieback.20</attributeName>
               <attributeDefinition>percent dieback in 2020</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>1</code>
                              <definition>0-25% dieback</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>2</code>
                              <definition>25-50% dieback</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>3</code>
                              <definition>50-75% dieback</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>4</code>
                              <definition>75-99% dieback</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>5</code>
                              <definition>dead</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622740761123">
               <attributeName>note.20</attributeName>
               <attributeDefinition>notes about the tree in 2020</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <textDomain>
                           <definition>notes about the tree in 2020</definition>
                        </textDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
         </attributeList>
         <numberOfRecords>94</numberOfRecords>
      </dataTable>
      <dataTable id="hf369-02">
         <entityName>hf369-02-nsc.csv</entityName>
         <entityDescription>nonstructural carbohydrates</entityDescription>
         <physical>
            <objectName>hf369-02-nsc.csv</objectName>
            <size unit="byte">35247</size>
            <authentication method="MD5">53564bf29ef81265aecde8100ebf205e</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/p36/hf369/hf369-02-nsc.csv</url>
               </online>
            </distribution>
         </physical>
         <attributeList>
            <attribute id="1622741190122">
               <attributeName>vial.id</attributeName>
               <attributeDefinition>identifier for sample vial</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <textDomain>
                           <definition>identifier for sample vial</definition>
                        </textDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622741190123">
               <attributeName>site</attributeName>
               <attributeDefinition>site</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>Amherst</code>
                              <definition>Town</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>Quabbin</code>
                              <definition>Forest</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>Simes</code>
                              <definition>Harvard Forest</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622741190124">
               <attributeName>plot</attributeName>
               <attributeDefinition>plot name</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <textDomain>
                           <definition>plot name</definition>
                        </textDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622741190125">
               <attributeName>tree_id</attributeName>
               <attributeDefinition>unique identifier is combination of plot and tree</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <textDomain>
                           <definition>unique identifier is combination of plot and tree</definition>
                        </textDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622741190126">
               <attributeName>tissue</attributeName>
               <attributeDefinition>root or stem</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <enumeratedDomain>
                           <codeDefinition>
                              <code>root</code>
                              <definition>root</definition>
                           </codeDefinition>
                           <codeDefinition>
                              <code>stem</code>
                              <definition>stem</definition>
                           </codeDefinition>
                        </enumeratedDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622741190127">
               <attributeName>weight.mg</attributeName>
               <attributeDefinition>sample weight</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>milligram</standardUnit>
                     </unit>
                     <precision>0.01</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622741190128">
               <attributeName>sugar.perc.dw</attributeName>
               <attributeDefinition>sugars in percent dry weight</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>dimensionless</standardUnit>
                     </unit>
                     <precision>0.000000001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622741190129">
               <attributeName>starch.perc.dw</attributeName>
               <attributeDefinition>starch in percent dry weight</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>dimensionless</standardUnit>
                     </unit>
                     <precision>0.000000001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622741190130">
               <attributeName>tnc.perc.dw</attributeName>
               <attributeDefinition>total nonstructural carbohydrates (sugars and starches) in percent dry
      weight</attributeDefinition>
               <measurementScale>
                  <ratio>
                     <unit>
                        <standardUnit>dimensionless</standardUnit>
                     </unit>
                     <precision>0.000000001</precision>
                     <numericDomain>
                        <numberType>real</numberType>
                     </numericDomain>
                  </ratio>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622741190131">
               <attributeName>date</attributeName>
               <attributeDefinition>date that the sample was collected in the field</attributeDefinition>
               <measurementScale>
                  <dateTime>
                     <formatString>YYYY-MM-DD</formatString>
                     <dateTimePrecision>1 day</dateTimePrecision>
                  </dateTime>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622741190132">
               <attributeName>month</attributeName>
               <attributeDefinition>month that the sample was collected in the field</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <textDomain>
                           <definition>month that the sample was collected in the field</definition>
                        </textDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622741190133">
               <attributeName>year</attributeName>
               <attributeDefinition>year that the sample was collected in the field</attributeDefinition>
               <measurementScale>
                  <dateTime>
                     <formatString>YYYY</formatString>
                     <dateTimePrecision>1 year</dateTimePrecision>
                  </dateTime>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
            <attribute id="1622741190141">
               <attributeName>note</attributeName>
               <attributeDefinition>note about the sample</attributeDefinition>
               <measurementScale>
                  <nominal>
                     <nonNumericDomain>
                        <textDomain>
                           <definition>note about the sample</definition>
                        </textDomain>
                     </nonNumericDomain>
                  </nominal>
               </measurementScale>
               <missingValueCode>
                  <code>NA</code>
                  <codeExplanation>missing value</codeExplanation>
               </missingValueCode>
            </attribute>
         </attributeList>
         <numberOfRecords>360</numberOfRecords>
      </dataTable>
   </dataset>
   <additionalMetadata>
      <metadata>
         <additionalClassifications>
            <researchTopic>invasive</researchTopic>
            <researchTopic>community</researchTopic>
            <studyType>short-term measurement</studyType>
         </additionalClassifications>
      </metadata>
   </additionalMetadata>
   <additionalMetadata>
      <metadata>
         <additionalLinks>
            <url name="Leaf and Soil Nitrogen Following Lymantria dispar Defoliation in Central Massachusetts 2018-2019">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf344</url>
            <url name="Oak Forest Response to Lymantria dispar Defoliation in Central Massachusetts since 2019">https://harvardforest.fas.harvard.edu/exist/apps/datasets/showData.html?id=hf424</url>
         </additionalLinks>
      </metadata>
   </additionalMetadata>
</eml:eml>
