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      <alternateIdentifier system="https://doi.org">doi:10.6073/pasta/5b5fcc0396264899417391c54e1af025</alternateIdentifier>
      <title>Simulating Intrastand Movement of Hemlock Woolly Adelgid at Harvard Forest 2009</title>
      <creator>
         <individualName>
            <givenName>Matt</givenName>
            <surName>Fitzpatrick</surName>
         </individualName>
      </creator>
      <creator>
         <individualName>
            <givenName>Evan</givenName>
            <surName>Preisser</surName>
         </individualName>
         <userId directory="https://orcid.org">https://orcid.org/0000-0002-8737-5619</userId>
      </creator>
      <associatedParty>
         <individualName>
            <givenName>Aaron</givenName>
            <surName>Ellison</surName>
         </individualName>
         <userId directory="https://orcid.org">https://orcid.org/0000-0003-4151-6081</userId>
         <role>Researcher</role>
      </associatedParty>
      <associatedParty>
         <individualName>
            <givenName>Jenna</givenName>
            <surName>Turner</surName>
         </individualName>
         <role>Researcher</role>
      </associatedParty>
      <pubDate>2023</pubDate>
      <language>English</language>
      <abstract>
         <section>
            <para>The hemlock woolly adelgid (HWA), Adelges tsugae Annand (Hemiptera: Adelgidae), has spread rapidly across the eastern USA since its introduction from Japan 60 years ago, causing widespread mortality of both eastern hemlock [Tsuga canadensis (L.) Carriere] and Carolina hemlock [Tsuga caroliniana Engelm. (Pinaceae)]. Although HWA spread patterns have been repeatedly analyzed at regional scales, comparatively little is known about its dispersal potential within and between hemlock stands. As the small size and clonal nature of HWA make it nearly impossible to identify the source populations of dispersing individuals, we simulated intrastand HWA movement in the field by monitoring the movement of clumps of fluorescent powder that are slightly larger than HWA, but much easier to detect in the forest understory. Using three hemlock trees with three colors of fluorescent powder as source populations, we detected dispersal events at the farthest distances within our trapping array (400 m). However, more than 90% of dispersal events were less than 25 m. Dispersal patterns were similar from all three source trees and the distribution of dispersal distances in all cases could be described by lognormal probability density functions with mean dispersal distance of 12-14 m, suggesting that dispersal was relatively independent of location of source trees. In general, we documented tens of thousands of passive dispersal events in the forest understory despite the presence of a dense forest canopy. Thus, even under relatively light-wind conditions, particles of similar dimensions to HWA are capable of intra-stand movement, suggesting that a large population of HWA could rapidly infest other trees within several hundred meter radius, or beyond.</para>
         </section>
      </abstract>
      <keywordSet>
         <keyword>hemlock</keyword>
         <keyword>hemlock woolly adelgid</keyword>
         <keyword>invasive species</keyword>
         <keyword>modeling</keyword>
         <keyword>simulation</keyword>
         <keywordThesaurus>LTER controlled vocabulary</keywordThesaurus>
      </keywordSet>
      <keywordSet>
         <keyword>populations</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=hf198</url>
         </online>
      </distribution>
      <coverage>
         <geographicCoverage>
            <geographicDescription>Simes Tract (Harvard Forest). Coordinates based on WGS84 datum.</geographicDescription>
            <boundingCoordinates>
               <westBoundingCoordinate>-72.22</westBoundingCoordinate>
               <eastBoundingCoordinate>-72.21</eastBoundingCoordinate>
               <northBoundingCoordinate>+42.48</northBoundingCoordinate>
               <southBoundingCoordinate>+42.47</southBoundingCoordinate>
               <boundingAltitudes>
                  <altitudeMinimum>200</altitudeMinimum>
                  <altitudeMaximum>200</altitudeMaximum>
                  <altitudeUnits>meter</altitudeUnits>
               </boundingAltitudes>
            </boundingCoordinates>
         </geographicCoverage>
         <temporalCoverage>
            <rangeOfDates>
               <beginDate>
                  <calendarDate>2009</calendarDate>
               </beginDate>
               <endDate>
                  <calendarDate>2009</calendarDate>
               </endDate>
            </rangeOfDates>
         </temporalCoverage>
         <taxonomicCoverage>
            <taxonomicClassification>
               <taxonRankName>genus</taxonRankName>
               <taxonRankValue>Adelges</taxonRankValue>
               <taxonomicClassification>
                  <taxonRankName>species</taxonRankName>
                  <taxonRankValue>tsugae</taxonRankValue>
                  <commonName>hemlock woolly adelgid</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>
                  <para>For detailed methods, please see: Turner, J. L., M. C. Fitzpatrick, and E. L. Preisser. 2011. Simulating the dispersal of hemlock woolly adelgid in the temperate forest understory. Entomologia Experimentalis et Applicata 141:216–223.</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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            <researchTopic>informatics</researchTopic>
            <researchTopic>invasive</researchTopic>
            <researchTopic>regional</researchTopic>
            <studyType>short-term measurement</studyType>
            <studyType>modeling</studyType>
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