<?xml version="1.0" encoding="UTF-8"?><eml:eml packageId="knb-lter-cwt.1002.3" system="cwt-lter" xmlns:ds="eml://ecoinformatics.org/dataset-2.0.1" xmlns:eml="eml://ecoinformatics.org/eml-2.0.1" xmlns:stmml="http://www.xml-cml.org/schema/stmml" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="eml://ecoinformatics.org/eml-2.0.1 http://gce-lter.marsci.uga.edu/lter/files/schemas/eml-201/eml.xsd">	<dataset>		<title>Habitat suitability and the distribution of species.</title>		<creator>			<individualName>				<givenName>Ron</givenName>				<surName>Pulliam</surName>			</individualName>			<address>				<deliveryPoint> University of Georgia</deliveryPoint>				<deliveryPoint>Institute of Ecology</deliveryPoint>				<deliveryPoint>710 Biological Sciences Bldg.</deliveryPoint>				<city>Athens</city>				<administrativeArea>Georgia</administrativeArea>				<postalCode>30602-2602 </postalCode>				<country>USA</country>			</address>			<phone>(706) 542-6010</phone>			<electronicMailAddress>  pulliam@sparc.ecology.uga.edu</electronicMailAddress>			<onlineUrl>http://cwt33.ecology.uga.edu/piprofiles/pro_pulliam1.html</onlineUrl>		</creator>		<abstract>			<para>Metapopulation theory posits that suitable habitat may recently beunoccupied because it is isolated and has never been colonized or has beenbeen colonized followed by local extinction and has not yet beenrecolonized. This research addresses the question of how to identifysuitable, unoccupied habitat and distinguish it from unsuitable habitat. Weare studying a group of six species of forest understory herbs chosen torepresent a broad range of habitat distribution and dispersalcharacteristics. Our aim is to quantify the fundamental niche of thesespecies (sensu Hutchinson 1957), in terms of variables such as soilmoisture and temperature, by developing a set of habitat specificdemographic stage transition models (i.e. conditional on such environmentalvariables) for these species. These models, in combination with data fromfield surveys of the local distribution of the species, will be used todevelop testable predictive maps of the distribution of suitable habitatwhich can be compared to the observed distribution of the plants. Wehypothesize that both dispersal ability and the distribution of suitablehabitat are important determinants of the actual distribution of species.The goal of this research is both to further our conceptual understanding ofthe relationships between habitat requirements and species distributions,and to provide a practical approach to operationalizing the concept of"suitable habitat." </para>			<para>In order to quantify the niche requirements of our study species, we are simultaneously tracking their year-to-year demography and the environmental conditions to which they are subject. Environmental variables of interest include soil moisture, soil temperature, light levels, and soil chemistry.Soil moisture will be measured biweekly during the growing season andapproximately monthly during the winters to depths of 10 and 30cm at fourlocations within each study plot, using Coweetas Tektronix TDR unit. Soiltemperature will be monitored contimually using a Hobo data logger. Soilchemistry variables we anticipate measuring include pH, N, and C. Subcanopylight levels will be derived using hemispherical photography. The studyplots are subdivided into grids of 2x2m cells, marked with orange stakeflags. Within these all ramets of our study species are marked with stakeflags of various colors and given unique identifying numbers so that theirgrowth and survival can be foloowed from year to year. Variables of interestinclude plant size or leaf area, flower and fruit production, andrecruitment of new ramets. This information, along with the measures oflocal environmental conditions within study plots, will be used to constructcondition-specific demographic stage transition models, providing ameaningful quantitative definition of habitat suitability for our six studyspecies.</para>		</abstract>		<keywordSet>			<keyword> Coweeta </keyword>			<keyword> LTER </keyword>			<keyword> habitat suitability </keyword>			<keyword> seed dispersal </keyword>			<keyword> habitat-specific demography </keyword>			<keyword> Tipularia discolor </keyword>			<keyword> Hexastylis arifolia</keyword>			<keyword> Hepatica americanaa</keyword>			<keyword> Maianthemum racemosum</keyword>		</keywordSet>		<intellectualRights>			<para> Must adhere to the Coweeta LTER Data Policy (See http://coweeta.ecology.uga.edu/webdocs/3/static/datapolicies.html).  </para>		</intellectualRights>		<distribution>			<online>				<url> http://cwt33.ecology.uga.edu/summaries/summary1002.html </url>			</online>		</distribution>		<coverage>			<geographicCoverage>				<geographicDescription> Site 1 ("grid 36G"): cocentric with Dr. Allen Yeakleys sites 36G, 36A, 18H, and 18C, respectively.Site 2 ("grid 36A"): cocentric with Dr. Allen Yeakleys sites 36G, 36A, 18H, and 18C, respectively.Site 3 ("grid 7"): is at the top of watershed 2. From 751 turn right onto 751A; follow this to where road maintenance ceases. Site is just south of this point.Site 4 ("grid 12"): is near the intersection of 83 and 752. Site is just south of 752 near where it enters 83, near a steel observation tower.Site 5 ("grid 18H"):  cocentric with Dr. Allen Yeakleys sites 36G, 36A, 18H, and 18C, respectively.Site 6 ("grid 18C"):  cocentric with Dr. Allen Yeakleys sites 36G, 36A, 18H, and 18C, respectively.Site 7 ("hephex low"): is near Ball Flats, along Hanson Creek just below weir number 12.Site 8 ("hexhi"):  is near Reynolds Gap. Take 83 to Reynolds Gap; continue straight past the gate (towards NorthFork/Cold Springs). Site is to left of the road, 50 or 100m beyond intersection.Site 9 ("hephi"): is near Gum Gap. Take 83 and go right on 752. Plot is along Ball Creek about 50m downstream of where it crosses road.</geographicDescription>				<boundingCoordinates>					<westBoundingCoordinate> </westBoundingCoordinate>					<eastBoundingCoordinate> </eastBoundingCoordinate>					<northBoundingCoordinate> </northBoundingCoordinate>					<southBoundingCoordinate> </southBoundingCoordinate>				</boundingCoordinates>			</geographicCoverage>			<temporalCoverage>				<rangeOfDates>					<beginDate>						<calendarDate>1998-06-01</calendarDate>					</beginDate>					<endDate>						<calendarDate>2003-11-01</calendarDate>					</endDate>				</rangeOfDates>			</temporalCoverage>		</coverage>		<contact>			<positionName>Coweeta LTER Information Manager</positionName>			<address>				<deliveryPoint>Institute of Ecology</deliveryPoint>				<deliveryPoint>University of Georgia</deliveryPoint>				<city>Athens</city>				<administrativeArea>Georgia</administrativeArea>				<postalCode>30602</postalCode>				<country>USA</country>			</address>			<phone>(828) 524-2128</phone>		</contact>		<project>			<title>Coweeta Long Term Ecological Research</title>			<personnel>				<individualName>					<givenName>Ted</givenName>					<surName>Gragson</surName>				</individualName>				<address>					<deliveryPoint>Institute of Ecology</deliveryPoint>					<deliveryPoint>University of Georgia</deliveryPoint>					<city>Athens</city>					<administrativeArea>Georgia</administrativeArea>					<postalCode>30602</postalCode>					<country>USA</country>				</address>				<electronicMailAddress>tgragson@earthlink.net</electronicMailAddress>				<role>principalInvestigator</role>			</personnel>			<personnel>				<individualName>					<givenName>James</givenName>					<surName>Vose</surName>				</individualName>				<address>					<deliveryPoint>Institute of Ecology</deliveryPoint>					<deliveryPoint>University of Georgia</deliveryPoint>					<city>Athens</city>					<administrativeArea>Georgia</administrativeArea>					<postalCode>30602</postalCode>					<country>USA</country>				</address>				<electronicMailAddress>jvose@fs.fed.us </electronicMailAddress>				<role>principalInvestigator</role>			</personnel>			<personnel>				<individualName>					<givenName>Brian</givenName>					<surName>Kloeppel</surName>				</individualName>				<address>					<deliveryPoint>Institute of Ecology</deliveryPoint>					<deliveryPoint>University of Georgia</deliveryPoint>					<city>Athens</city>					<administrativeArea>Georgia</administrativeArea>					<postalCode>30602</postalCode>					<country>USA</country>				</address>				<electronicMailAddress>kloeppel@sparc.ecology.uga.edu</electronicMailAddress>				<role>principalInvestigator</role>			</personnel>			<abstract>				<para>The Coweeta LTER Research Program has evolved since 1980 from a site-based to a site- and region-based project examining the effects of disturbanceand environmental gradients on biogeochemical cycling, and the underlyingwatershed ecosystem processes that regulate and respond to those cycles. The objective for the 2002-2008 research is to advance scientificunderstanding of the spatial, temporal, and decision-making components ofland use and land-use change in the southern Appalachian Mountains over thelast 200 years, and forecast patterns into the future 30 years.  This willbe accomplished by addressing ecological and socioeconomic aspects ofland-use change while continuing long-term studies of environmentalgradients and natural disturbance regimes.  The result will be a morecomplete understanding of ecological dynamics in the southern AppalachianMountains that makes possible the development of reasonable forecasts ofits future ecological state. | The guiding hypothesis for the proposed research is that the frequency, intensity, and extent of land use represents human decision-making inresponse to socioeconomic and bio-geophysical conditions with consequencesthat cascade through ecosystems.  The research activities are organizedinto three initiatives: (1) Characterization of the Socio-Natural Template,(2) Ecosystem Responses to the Socio-Natural Template, and (3) ForecastingEcosystem Responses to Changes in the Socio-Natural Template.  Theintegrated scientific research will provide both a description as well asan explanation of the underlying causes of land use and the consequences ofland-use change for southern Appalachian ecosystems and society.  It thusrecognizes the complexity of land use as a process and the research needsas defined in the LTER Program and the broader scientific community.</para>			</abstract>			<funding>				<para>National Science Foundation. Any opinions, findings, conclusions, or recommendations expressed in the material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.</para>			</funding>		</project>		<access authSystem="knb" order="allowFirst" scope="document">			<allow>				<principal>uid=cwt,o=lter,dc=ecoinformatics,dc=org</principal>				<permission>all</permission>			</allow>			<allow>				<principal>public</principal>				<permission>read</permission>			</allow>		</access>		<dataTable>			<entityName>1002.csv</entityName>			<physical>				<objectName>1002.csv</objectName>				<dataFormat>					<textFormat>						<numHeaderLines>1</numHeaderLines>						<recordDelimiter>\n</recordDelimiter>						<physicalLineDelimiter>\n</physicalLineDelimiter>						<attributeOrientation>column</attributeOrientation>						<simpleDelimited>							<fieldDelimiter>,</fieldDelimiter>						</simpleDelimited>					</textFormat>				</dataFormat>				<distribution>					<online>						<url>http://cwt33.ecology.uga.edu/data/1002.csv</url>					</online>				</distribution>			</physical>			<attributeList>				<attribute>					<attributeName>soil moisture </attributeName>					<attributeLabel>soil moisture </attributeLabel>					<attributeDefinition> measured using the Coweeta TDR unit. Rods are in pairs and are 10 and 20cm deep</attributeDefinition>					<measurementScale>						<ratio>							<unit>								<customUnit>TDRunit</customUnit>							</unit>							<numericDomain>								<numberType>real</numberType>							</numericDomain>						</ratio>					</measurementScale>					<missingValueCode>						<code>blank</code>						<codeExplanation>Missing Value</codeExplanation>					</missingValueCode>				</attribute>				<attribute>					<attributeName>number leaves </attributeName>					<attributeLabel>number leaves </attributeLabel>					<attributeDefinition> number of green leaves on a ramet at time of census</attributeDefinition>					<measurementScale>						<ratio>							<unit>								<standardUnit>dimensionless</standardUnit>							</unit>							<numericDomain>								<numberType>real</numberType>							</numericDomain>						</ratio>					</measurementScale>					<missingValueCode>						<code>blank</code>						<codeExplanation>Missing Value</codeExplanation>					</missingValueCode>				</attribute>				<attribute>					<attributeName>stem length </attributeName>					<attributeLabel>stem length </attributeLabel>					<attributeDefinition> length of stem of upright herbs (Maianthemum, Polygonatum)from ground to base of terminal leaf in cm</attributeDefinition>					<measurementScale>						<ratio>							<unit>								<standardUnit>centimeter</standardUnit>							</unit>							<numericDomain>								<numberType>real</numberType>							</numericDomain>						</ratio>					</measurementScale>					<missingValueCode>						<code>blank</code>						<codeExplanation>Missing Value</codeExplanation>					</missingValueCode>				</attribute>				<attribute>					<attributeName>leaf length </attributeName>					<attributeLabel>leaf length </attributeLabel>					<attributeDefinition> length of longest leaf</attributeDefinition>					<measurementScale>						<ratio>							<unit>								<standardUnit>centimeter</standardUnit>							</unit>							<numericDomain>								<numberType>real</numberType>							</numericDomain>						</ratio>					</measurementScale>					<missingValueCode>						<code>blank</code>						<codeExplanation>Missing Value</codeExplanation>					</missingValueCode>				</attribute>				<attribute>					<attributeName>leaf width </attributeName>					<attributeLabel>leaf width </attributeLabel>					<attributeDefinition> width at widest point of widest leaf in cm for Goodyera, Hexastylis and Tipularia</attributeDefinition>					<measurementScale>						<ratio>							<unit>								<standardUnit>centimeter</standardUnit>							</unit>							<numericDomain>								<numberType>real</numberType>							</numericDomain>						</ratio>					</measurementScale>					<missingValueCode>						<code>blank</code>						<codeExplanation>Missing Value</codeExplanation>					</missingValueCode>				</attribute>				<attribute>					<attributeName>infl stalks </attributeName>					<attributeLabel>infl stalks </attributeLabel>					<attributeDefinition> presence of stalks </attributeDefinition>					<measurementScale>						<nominal>							<nonNumericDomain>								<enumeratedDomain>									<codeDefinition>										<code>1</code>										<definition>yes</definition>									</codeDefinition>									<codeDefinition>										<code> 0</code>										<definition>no</definition>									</codeDefinition>								</enumeratedDomain>							</nonNumericDomain>						</nominal>					</measurementScale>					<missingValueCode>						<code>blank</code>						<codeExplanation>Missing Value</codeExplanation>					</missingValueCode>				</attribute>				<attribute>					<attributeName>blooms </attributeName>					<attributeLabel>blooms </attributeLabel>					<attributeDefinition> presence of blooms</attributeDefinition>					<measurementScale>						<nominal>							<nonNumericDomain>								<enumeratedDomain>									<codeDefinition>										<code>1</code>										<definition>yes</definition>									</codeDefinition>									<codeDefinition>										<code> 0</code>										<definition>no</definition>									</codeDefinition>								</enumeratedDomain>							</nonNumericDomain>						</nominal>					</measurementScale>					<missingValueCode>						<code>blank</code>						<codeExplanation>Missing Value</codeExplanation>					</missingValueCode>				</attribute>				<attribute>					<attributeName>fruits </attributeName>					<attributeLabel>fruits </attributeLabel>					<attributeDefinition> presence of fruits</attributeDefinition>					<measurementScale>						<nominal>							<nonNumericDomain>								<enumeratedDomain>									<codeDefinition>										<code>1</code>										<definition>yes</definition>									</codeDefinition>									<codeDefinition>										<code> 0</code>										<definition>no</definition>									</codeDefinition>								</enumeratedDomain>							</nonNumericDomain>						</nominal>					</measurementScale>					<missingValueCode>						<code>blank</code>						<codeExplanation>Missing Value</codeExplanation>					</missingValueCode>				</attribute>			</attributeList>		</dataTable>	</dataset>	<additionalMetadata>		<unitList>			<unit id="TDRunit"/>		</unitList>	</additionalMetadata></eml:eml>