Primary tabs

Metadata Access | High-resolution thermal imagery reveals how interactions between crown structure and genetics shape plant temperature (ISO 19115-2)

<?xml version="1.0" encoding="utf-8"?>
<gmi:MI_Metadata xmlns="http://www.isotc211.org/2005/gmi" xmlns:gco="http://www.isotc211.org/2005/gco" xmlns:gmd="http://www.isotc211.org/2005/gmd" xmlns:gmi="http://www.isotc211.org/2005/gmi" xmlns:gml="http://www.opengis.net/gml/3.2" xmlns:gmx="http://www.isotc211.org/2005/gmx" xmlns:gsr="http://www.isotc211.org/2005/gsr" xmlns:gss="http://www.isotc211.org/2005/gss" xmlns:gts="http://www.isotc211.org/2005/gts" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.isotc211.org/2005/gmi https://www.ngdc.noaa.gov/metadata/published/xsd/schema.xsd">
    <gmd:fileIdentifier>
        <gco:CharacterString>olsoyetal-2022-metadata.xml</gco:CharacterString>
    </gmd:fileIdentifier>
    <gmd:language>
        <gco:CharacterString>eng; USA</gco:CharacterString>
    </gmd:language>
    <gmd:characterSet>
        <gmd:MD_CharacterSetCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_CharacterSetCode" codeListValue="utf8" codeSpace="004">utf8</gmd:MD_CharacterSetCode>
    </gmd:characterSet>
    <gmd:hierarchyLevel>
        <gmd:MD_ScopeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ScopeCode" codeListValue="dataset" codeSpace="005">dataset</gmd:MD_ScopeCode>
    </gmd:hierarchyLevel>
    <gmd:contact>
        <gmd:CI_ResponsibleParty>
            <gmd:individualName>
                <gco:CharacterString>Peter Olsoy</gco:CharacterString>
            </gmd:individualName>
            <gmd:organisationName>
                <gco:CharacterString>Boise State Univeristy</gco:CharacterString>
            </gmd:organisationName>
            <gmd:positionName>
                <gco:CharacterString>Post-Doctoral Researcher</gco:CharacterString>
            </gmd:positionName>
            <gmd:contactInfo>
                <gmd:CI_Contact>
                    <gmd:phone>
                        <gmd:CI_Telephone>
                            <gmd:voice>
                                <gco:CharacterString>1 208-426-3262</gco:CharacterString>
                            </gmd:voice>
                            <gmd:facsimile>
                                <gco:CharacterString />
                            </gmd:facsimile>
                        </gmd:CI_Telephone>
                    </gmd:phone>
                    <gmd:address>
                        <gmd:CI_Address>
                            <gmd:deliveryPoint>
                                <gco:CharacterString>
<![CDATA[Department of Biology
Boise State University]]>
                                </gco:CharacterString>
                            </gmd:deliveryPoint>
                            <gmd:city>
                                <gco:CharacterString>Boise</gco:CharacterString>
                            </gmd:city>
                            <gmd:administrativeArea>
                                <gco:CharacterString>Idaho</gco:CharacterString>
                            </gmd:administrativeArea>
                            <gmd:postalCode>
                                <gco:CharacterString>83725-1515</gco:CharacterString>
                            </gmd:postalCode>
                            <gmd:country>
                                <gco:CharacterString>USA</gco:CharacterString>
                            </gmd:country>
                            <gmd:electronicMailAddress>
                                <gco:CharacterString>83725-1515</gco:CharacterString>
                            </gmd:electronicMailAddress>
                        </gmd:CI_Address>
                    </gmd:address>
                </gmd:CI_Contact>
            </gmd:contactInfo>
            <gmd:role>
                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="principalInvestigator" codeSpace="008">principalInvestigator</gmd:CI_RoleCode>
            </gmd:role>
        </gmd:CI_ResponsibleParty>
    </gmd:contact>
    <gmd:dateStamp>
        <gco:DateTime>2022-07-26T21:12:04+00:00</gco:DateTime>
    </gmd:dateStamp>
    <gmd:metadataStandardName>
        <gco:CharacterString>ISO 19115-2 Geographic Information - Metadata - Part 2: Extensions for Imagery and Gridded Data</gco:CharacterString>
    </gmd:metadataStandardName>
    <gmd:metadataStandardVersion>
        <gco:CharacterString>ISO 19115-2:2009(E)</gco:CharacterString>
    </gmd:metadataStandardVersion>
    <gmd:identificationInfo>
        <gmd:MD_DataIdentification>
            <gmd:citation>
                <gmd:CI_Citation>
                    <gmd:title>
                        <gco:CharacterString>Data from: High-resolution thermal imagery reveals how interactions between crown structure and genetics shape plant temperature</gco:CharacterString>
                    </gmd:title>
                    <gmd:alternateTitle>
                        <gco:CharacterString />
                    </gmd:alternateTitle>
                    <gmd:date>
                        <gmd:CI_Date>
                            <gmd:date>
                                <gco:Date>2022-10-01</gco:Date>
                            </gmd:date>
                            <gmd:dateType>
                                <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication" codeSpace="002">publication</gmd:CI_DateTypeCode>
                            </gmd:dateType>
                        </gmd:CI_Date>
                    </gmd:date>
                </gmd:CI_Citation>
            </gmd:citation>
            <gmd:abstract>
                <gco:CharacterString>Understanding interactions between environmental stress and genetic variation is crucial to predict the adaptive capacity of species to climate change. Leaf temperature is both a driver and a responsive indicator of plant physiological response to thermal stress, and methods to monitor it are needed. Foliar temperatures vary across leaf to canopy scales and are influenced by genetic factors, challenging efforts to map and model this critical variable. Thermal imagery collected using unoccupied aerial systems (UAS) offers an innovative way to measure thermal variation in plants across landscapes at leaf-level resolutions. We used a UAS equipped with a thermal camera to assess temperature variation among genetically distinct populations of big sagebrush (Artemisia tridentata), a keystone plant species that is the focus of intensive restoration efforts throughout much of western North America. We completed flights across a growing season in a sagebrush common garden to map leaf temperature relative to subspecies and cytotype, physiological phenotypes of plants, and summer heat stress. Our objectives were to: (1) determine whether leaf-level stomatal conductance corresponds with changes in crown temperature; (2) quantify genetic (i.e., subspecies and cytotype) contributions to variation in leaf and crown temperatures; and (3) identify how crown structure, solar radiation, and subspecies-cytotype relate to leaf-level temperature. Stomatal conductance was negatively, non-linearly correlated with crown-level temperature derived from UAS. Subspecies identity best explained crown-level temperature with no difference observed between cytotypes. However, structural phenotypes and microclimate best explained leaf-level temperature. These results show how fine-scale thermal mapping can decouple the contribution of genetic, phenotypic, and environmental factors on leaf temperature dynamics. As climate-change-induced heat stress becomes prevalent, thermal UAS represents a promising way to track plant phenotypes that emerge from gene-by-environment interactions.</gco:CharacterString>
            </gmd:abstract>
            <gmd:purpose>
                <gco:CharacterString>Quantify genetic contributions to variation in sagebrush (Artemisia tridentata) crown and leaf temperature and identify how crown structure, solar radiation, subspecies and cytotype relate to dynamics of crown temperature variation</gco:CharacterString>
            </gmd:purpose>
            <gmd:status>
                <gmd:MD_ProgressCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ProgressCode" codeListValue="completed" codeSpace="001">completed</gmd:MD_ProgressCode>
            </gmd:status>
            <gmd:pointOfContact>
                <gmd:CI_ResponsibleParty>
                    <gmd:individualName>
                        <gco:CharacterString>Peter Olsoy</gco:CharacterString>
                    </gmd:individualName>
                    <gmd:organisationName>
                        <gco:CharacterString>Boise State University</gco:CharacterString>
                    </gmd:organisationName>
                    <gmd:positionName>
                        <gco:CharacterString>Post-Doctoral Researcher</gco:CharacterString>
                    </gmd:positionName>
                    <gmd:contactInfo>
                        <gmd:CI_Contact>
                            <gmd:phone>
                                <gmd:CI_Telephone>
                                    <gmd:voice>
                                        <gco:CharacterString>1 208-426-3262</gco:CharacterString>
                                    </gmd:voice>
                                    <gmd:facsimile>
                                        <gco:CharacterString />
                                    </gmd:facsimile>
                                </gmd:CI_Telephone>
                            </gmd:phone>
                            <gmd:address>
                                <gmd:CI_Address>
                                    <gmd:deliveryPoint>
                                        <gco:CharacterString>
<![CDATA[Boise State University
School of Biological Sciences
]]>
                                        </gco:CharacterString>
                                    </gmd:deliveryPoint>
                                    <gmd:city>
                                        <gco:CharacterString>Boise</gco:CharacterString>
                                    </gmd:city>
                                    <gmd:administrativeArea>
                                        <gco:CharacterString>Idaho</gco:CharacterString>
                                    </gmd:administrativeArea>
                                    <gmd:postalCode>
                                        <gco:CharacterString>83725-1515</gco:CharacterString>
                                    </gmd:postalCode>
                                    <gmd:country>
                                        <gco:CharacterString>USA</gco:CharacterString>
                                    </gmd:country>
                                    <gmd:electronicMailAddress>
                                        <gco:CharacterString>peterolsoy@boisestate.edu</gco:CharacterString>
                                    </gmd:electronicMailAddress>
                                </gmd:CI_Address>
                            </gmd:address>
                        </gmd:CI_Contact>
                    </gmd:contactInfo>
                    <gmd:role>
                        <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="principalInvestigator" codeSpace="008">principalInvestigator</gmd:CI_RoleCode>
                    </gmd:role>
                </gmd:CI_ResponsibleParty>
            </gmd:pointOfContact>
            <gmd:descriptiveKeywords>
                <gmd:MD_Keywords>
                    <gmd:keyword>
                        <gco:CharacterString>adaptive capacity</gco:CharacterString>
                    </gmd:keyword>
                    <gmd:keyword>
                        <gco:CharacterString>Artemisia tridentata</gco:CharacterString>
                    </gmd:keyword>
                    <gmd:keyword>
                        <gco:CharacterString>common garden experiment</gco:CharacterString>
                    </gmd:keyword>
                    <gmd:keyword>
                        <gco:CharacterString>sagebursh</gco:CharacterString>
                    </gmd:keyword>
                    <gmd:keyword>
                        <gco:CharacterString>stomatal conductance</gco:CharacterString>
                    </gmd:keyword>
                    <gmd:keyword>
                        <gco:CharacterString>thermal imagery</gco:CharacterString>
                    </gmd:keyword>
                    <gmd:keyword>
                        <gco:CharacterString>unoccupied aerial systems (UAS)</gco:CharacterString>
                    </gmd:keyword>
                    <gmd:type>
                        <gmd:MD_KeywordTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme" codeSpace="005">theme</gmd:MD_KeywordTypeCode>
                    </gmd:type>
                </gmd:MD_Keywords>
            </gmd:descriptiveKeywords>
            <gmd:descriptiveKeywords>
                <gmd:MD_Keywords>
                    <gmd:keyword>
                        <gco:CharacterString>Idaho</gco:CharacterString>
                    </gmd:keyword>
                    <gmd:keyword>
                        <gco:CharacterString>orchard common garden</gco:CharacterString>
                    </gmd:keyword>
                    <gmd:type>
                        <gmd:MD_KeywordTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="place" codeSpace="002">place</gmd:MD_KeywordTypeCode>
                    </gmd:type>
                </gmd:MD_Keywords>
            </gmd:descriptiveKeywords>
            <gmd:language>
                <gco:CharacterString>eng;USA</gco:CharacterString>
            </gmd:language>
            <gmd:topicCategory>
                <gmd:MD_TopicCategoryCode>biota</gmd:MD_TopicCategoryCode>
            </gmd:topicCategory>
            <gmd:topicCategory>
                <gmd:MD_TopicCategoryCode>environment</gmd:MD_TopicCategoryCode>
            </gmd:topicCategory>
            <gmd:topicCategory>
                <gmd:MD_TopicCategoryCode>geoscientificInformation</gmd:MD_TopicCategoryCode>
            </gmd:topicCategory>
            <gmd:topicCategory>
                <gmd:MD_TopicCategoryCode>imageryBaseMapsEarthCover</gmd:MD_TopicCategoryCode>
            </gmd:topicCategory>
            <gmd:extent>
                <gmd:EX_Extent id="boundingExtent">
                    <gmd:geographicElement>
                        <gmd:EX_BoundingPolygon>
                            <gmd:polygon />
                        </gmd:EX_BoundingPolygon>
                    </gmd:geographicElement>
                    <gmd:temporalElement>
                        <gmd:EX_TemporalExtent>
                            <gmd:extent>
                                <gml:TimePeriod gml:id="boundingTemporalExtent">
                                    <gml:description>Flight data collection period</gml:description>
                                    <gml:beginPosition>2019-06-05</gml:beginPosition>
                                    <gml:endPosition>2019-08-28</gml:endPosition>
                                </gml:TimePeriod>
                            </gmd:extent>
                        </gmd:EX_TemporalExtent>
                    </gmd:temporalElement>
                </gmd:EX_Extent>
            </gmd:extent>
            <gmd:supplementalInformation>
                <gco:CharacterString>RGB-Aerial imagery (~2cm/pixel)
 Thermal-Aerial Imagery (~2cm/pixel)
 Leaf Stomatal Conductance (Gas exchange within 2cm^2 leaf surface area)|Olsoy et al. In Review|DJI Matrice 600 Pro (DJI, Shenzen, China)
 FLIR Duo Pro R camera (Teledyne FLIR, Wilsonville, OR, USA) 
 Gremsy T3 gimbal (Gremsy, Ho Chi Minh City, Vietnam)
 LI-COR gas analyzer (LI-6400, LI-COR Biosciences, Inc., Lincoln, NE, USA)|UAS flights on three dates during the 2019 growing season: 2019-06-05T13:30, 2019-07-11T13:00, and 20190828T14:30 (Mountain Time Zone USA)
 Stomatal Conductance on three dates during the 2019 growing season: data collected between 09:00-11:00 (Mountain Time Zone USA)||</gco:CharacterString>
            </gmd:supplementalInformation>
        </gmd:MD_DataIdentification>
    </gmd:identificationInfo>
    <gmd:distributionInfo>
        <gmd:MD_Distribution>
            <gmd:distributor>
                <gmd:MD_Distributor>
                    <gmd:distributorContact>
                        <gmd:CI_ResponsibleParty>
                            <gmd:organisationName>
                                <gco:CharacterString>University of Idaho</gco:CharacterString>
                            </gmd:organisationName>
                            <gmd:contactInfo>
                                <gmd:CI_Contact>
                                    <gmd:phone>
                                        <gmd:CI_Telephone>
                                            <gmd:voice>
                                                <gco:CharacterString>1 208-885-4228</gco:CharacterString>
                                            </gmd:voice>
                                            <gmd:facsimile>
                                                <gco:CharacterString />
                                            </gmd:facsimile>
                                        </gmd:CI_Telephone>
                                    </gmd:phone>
                                    <gmd:address>
                                        <gmd:CI_Address>
                                            <gmd:deliveryPoint>
                                                <gco:CharacterString>
<![CDATA[University of Idaho
Research Computing and Data Services
875 Perimeter Dr, MS 2358
]]>
                                                </gco:CharacterString>
                                            </gmd:deliveryPoint>
                                            <gmd:city>
                                                <gco:CharacterString>Moscow</gco:CharacterString>
                                            </gmd:city>
                                            <gmd:administrativeArea>
                                                <gco:CharacterString>Idaho</gco:CharacterString>
                                            </gmd:administrativeArea>
                                            <gmd:postalCode>
                                                <gco:CharacterString>83844-2358</gco:CharacterString>
                                            </gmd:postalCode>
                                            <gmd:country>
                                                <gco:CharacterString>USA</gco:CharacterString>
                                            </gmd:country>
                                            <gmd:electronicMailAddress>
                                                <gco:CharacterString>nkn@uidaho.edu</gco:CharacterString>
                                            </gmd:electronicMailAddress>
                                        </gmd:CI_Address>
                                    </gmd:address>
                                    <gmd:onlineResource>
                                        <gmd:CI_OnlineResource>
                                            <gmd:linkage>
                                                <gmd:URL>https://data.nkn.uidaho.edu//</gmd:URL>
                                            </gmd:linkage>
                                            <gmd:protocol>
                                                <gco:CharacterString>https</gco:CharacterString>
                                            </gmd:protocol>
                                        </gmd:CI_OnlineResource>
                                    </gmd:onlineResource>
                                </gmd:CI_Contact>
                            </gmd:contactInfo>
                            <gmd:role>
                                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="distributor" codeSpace="005">distributor</gmd:CI_RoleCode>
                            </gmd:role>
                        </gmd:CI_ResponsibleParty>
                    </gmd:distributorContact>
                    <gmd:distributorFormat>
                        <gmd:MD_Format>
                            <gmd:name>
                                <gco:CharacterString>tiff, rds, txt, kml, rdata, r, ESRI shapefiles</gco:CharacterString>
                            </gmd:name>
                            <gmd:version gco:nilReason="inapplicable" />
                            <gmd:fileDecompressionTechnique>
                                <gco:CharacterString />
                            </gmd:fileDecompressionTechnique>
                        </gmd:MD_Format>
                    </gmd:distributorFormat>
                    <gmd:distributorTransferOptions>
                        <gmd:MD_DigitalTransferOptions>
                            <gmd:transferSize>
                                <gco:Real>790.6</gco:Real>
                            </gmd:transferSize>
                            <gmd:onLine>
                                <gmd:CI_OnlineResource>
                                    <gmd:linkage>
                                        <gmd:URL>https://doi.org/10.7923/B68T-2S83</gmd:URL>
                                    </gmd:linkage>
                                    <gmd:protocol>
                                        <gco:CharacterString>https</gco:CharacterString>
                                    </gmd:protocol>
                                </gmd:CI_OnlineResource>
                            </gmd:onLine>
                        </gmd:MD_DigitalTransferOptions>
                    </gmd:distributorTransferOptions>
                </gmd:MD_Distributor>
            </gmd:distributor>
        </gmd:MD_Distribution>
    </gmd:distributionInfo>
    <gmd:metadataMaintenance>
        <gmd:MD_MaintenanceInformation>
            <gmd:maintenanceAndUpdateFrequency gco:nilReason="unknown" />
            <gmd:maintenanceNote>
                <gco:CharacterString>This ISO metadata record was created using the 'Save to File' (no form validation) function of the GRIIDC ISO 19115-2 Metadata Editor on 2022-07-28T14:54:46+00:00</gco:CharacterString>
            </gmd:maintenanceNote>
        </gmd:MD_MaintenanceInformation>
    </gmd:metadataMaintenance>
</gmi:MI_Metadata>