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Scientists return to Timor-Leste for reef monitoring mission.</gco:CharacterString>
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            <gco:CharacterString>Pacific Islands Fisheries Science Center. 2017. Interdisciplinary baseline ecosystem assessment surveys to inform ecosystem-based management planning in Timor-Leste: Final Report. Pacific Islands Fisheries Science Center, PIFSC Special Publication, SP-17-002, 234 p.  https://doi.org/10.7289/V5/SP-PIFSC-17-002.</gco:CharacterString>
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        <gco:CharacterString>Photographs of the seafloor were collected during benthic photo-quadrat surveys conducted by the NOAA Coral Reef Ecosystem Program (CREP) in hard bottom shallow water (&lt; 15 m) habitats in Timor-Leste. Photographs were collected along transects at fixed climate survey sites in October 2012 and September-October 2014 (10 sites and 8 sites, respectively), and during reef fish surveys surveys at 150 sites that were selected using a stratified random sampling design in June 2013. 

Climate sites were established by CREP to establish ecological baselines for climate change by measuring multiple features of the coral reef environment (in addition to the data described herein) over time. The reef fish surveys were conducted to generate baseline data on the nearshore coral reef fish assemblages and associated benthic communities around Timor-Leste's north coast and Atauro Island. The photographs can be accessed online via the NOAA National Centers for Environmental Information (NCEI) Ocean Archive. 

The imagery from 2013 and 2014 has been quantitatively analyzed using image analysis software to derive an estimate of percent benthic cover. The benthic cover data, and the associated reef fish survey data and parameters measured to establish ecological baselines for climate change are documented separately.</gco:CharacterString>
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        <gco:CharacterString>In 2011, NOAA and the United States Agency for International Development (USAID) Timor-Leste Mission formed a 5-year bi-lateral partnership agreement from 2012 to 2016, in support of the Government of Timor-Leste—particularly the Ministry of Agriculture and Fisheries (MAF)—by addressing significant information gaps in their nearshore marine ecosystems. Specifically, MAF asked NOAA to address the following questions: 
1.	Where are the nearshore marine resources? 
2.	What are the nearshore marine resources? 
3.	How are they changing over time and what threats are potentially causing these changes? 
4.	What approaches are needed to manage and conserve the nearshore marine resources? 

With financial support from USAID and in-kind support from the NOAA Coral Reef Conservation Program (CRCP), the NOAA Coral Reef Ecosystem Program (NOAA-CREP) conducted baseline ecosystem assessment surveys to inform ecosystem-based management planning in Timor-Leste. The primary activities conducted by NOAA to answer these questions included: 
1.	satellite mapping of nearshore habitats, 
2.	conducting coral reef ecosystem assessments, 
3.	establishing ecological baselines for climate change, and 
4.	building management capacity by developing a spatial data framework 

The benthic images described herein resulted from the second and third activities to conduct coral reef ecosystem assessments (2013) and establish ecological baselines for climate change (2012 and 2014).</gco:CharacterString>
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Suggested citation:

Coral Reef Ecosystem Program; Pacific Islands Fisheries Science Center (2017). Benthic images collected at coral reef sites in Timor-Leste from 2012-2014. NOAA's National Center for Environmental Information, https://www.fisheries.noaa.gov/inport/item/46160</gco:CharacterString>
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                        <gmd:URL>https://www.ncei.noaa.gov/contact</gmd:URL>
                      </gmd:linkage>
                      <gmd:protocol>
                        <gco:CharacterString>WWW:LINK-1.0-http--link</gco:CharacterString>
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                      <gmd:name>
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                        <gmd:CI_OnLineFunctionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information">information</gmd:CI_OnLineFunctionCode>
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                </gmd:CI_Contact>
              </gmd:contactInfo>
              <gmd:role>
                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:CI_RoleCode" codeListValue="distributor">distributor</gmd:CI_RoleCode>
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            </gmd:CI_ResponsibleParty>
          </gmd:distributorContact>
        </gmd:MD_Distributor>
      </gmd:distributor>
      <gmd:transferOptions>
        <gmd:MD_DigitalTransferOptions>
          <gmd:onLine>
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                <gco:CharacterString>WWW:LINK-1.0-http--link</gco:CharacterString>
              </gmd:protocol>
              <gmd:name>
                <gco:CharacterString>Images_SiteInfo_Timor_2012.csv</gco:CharacterString>
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              <gmd:description>
                <gco:CharacterString>The list of survey sites, including site id, location (latitude/longitude), and survey date, where photoquads were collected in Timor-Leste in 2012.</gco:CharacterString>
              </gmd:description>
              <gmd:function>
                <gmd:CI_OnLineFunctionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="download">download</gmd:CI_OnLineFunctionCode>
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                <gco:CharacterString>The list of survey sites, including site id, location (latitude/longitude), and survey date, where photoquads were collected in Timor-Leste in 2013.</gco:CharacterString>
              </gmd:description>
              <gmd:function>
                <gmd:CI_OnLineFunctionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="download">download</gmd:CI_OnLineFunctionCode>
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                <gco:CharacterString>The list of survey sites, including site id, location (latitude/longitude), and survey date, where photoquads were collected in Timor-Leste in 2014.</gco:CharacterString>
              </gmd:description>
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      </gmd:transferOptions>
    </gmd:MD_Distribution>
  </gmd:distributionInfo>
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    <gmd:DQ_DataQuality>
      <gmd:scope>
        <gmd:DQ_Scope>
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            <gmd:MD_ScopeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ScopeCode" codeListValue="dataset">dataset</gmd:MD_ScopeCode>
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            <gco:CharacterString>Accuracy</gco:CharacterString>
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      <gmd:report>
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            <gco:CharacterString>Image data include ~30 benthic photographs per survey site from surveys in all years. The fish team conducts the photoquadrat surveys along one 30 m transect. Climate site surveys in 2012 were along 2 transects and along 1 transect in 2014. Therefore, the site level image data contain one or two transects per survey, depending on the year. Appropriate site level image grouping should include all 30 images.</gco:CharacterString>
          </gmd:evaluationMethodDescription>
          <gmd:result gco:nilReason="missing" />
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      <gmd:report>
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            <gco:CharacterString>Completeness Report</gco:CharacterString>
          </gmd:nameOfMeasure>
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            <gco:CharacterString>Only shallow water (0 to 18 meter depth range) hard-bottom habitats were surveyed.</gco:CharacterString>
          </gmd:evaluationMethodDescription>
          <gmd:result gco:nilReason="missing" />
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      <gmd:report>
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            <gco:CharacterString>Conceptual Consistency</gco:CharacterString>
          </gmd:nameOfMeasure>
          <gmd:evaluationMethodDescription>
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          </gmd:evaluationMethodDescription>
          <gmd:result gco:nilReason="missing" />
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          <gmd:statement>
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          </gmd:statement>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Upon completion of each fish survey, one diver conducted a photoquadrat by photographing the benthos at 1-m intervals along the 30-m transect line between the centers of the two cylinders (30 photographs per site). A 1-m plastic polyvinyl chloride (PVC) pole was used to position a digital camera directly above
the substrate to frame a photograph approximately 0.7 m2 in area.</gco:CharacterString>
              </gmd:description>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>At each Climate Monitoring site, digital photos of the benthos were collected at 1-m intervals along two transects implementing a high-resolution digital camera mounted on a pole. This process generated ~30 photographs per site.</gco:CharacterString>
              </gmd:description>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Photos are color-corrected (if necessary) prior to analysis. The data management team also uses a optical validation script to rename photos and enforce several validation checks.</gco:CharacterString>
              </gmd:description>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:source>
            <gmd:LI_Source>
              <gmd:sourceCitation>
                <gmd:CI_Citation>
                  <gmd:title>
                    <gco:CharacterString>Interdisciplinary Baseline Ecosystem Assessment Surveys to Inform Ecosystem-Based Management Planning in Timor-Leste: Final Report</gco:CharacterString>
                  </gmd:title>
                  <gmd:date>
                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>2017-06-21</gco:Date>
                      </gmd:date>
                      <gmd:dateType>
                        <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication">publication</gmd:CI_DateTypeCode>
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                    </gmd:CI_Date>
                  </gmd:date>
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                    <gmd:CI_ResponsibleParty>
                      <gmd:organisationName>
                        <gco:CharacterString>Pacific Islands Fisheries Science Center, PIFSC</gco:CharacterString>
                      </gmd:organisationName>
                      <gmd:contactInfo>
                        <gmd:CI_Contact>
                          <gmd:onlineResource>
                            <gmd:CI_OnlineResource>
                              <gmd:linkage>
                                <gmd:URL>https://doi.org/10.7289/V5/SP-PIFSC-17-002</gmd:URL>
                              </gmd:linkage>
                              <gmd:protocol>
                                <gco:CharacterString>WWW:LINK-1.0-http--link</gco:CharacterString>
                              </gmd:protocol>
                              <gmd:name>
                                <gco:CharacterString>Source Citation URL</gco:CharacterString>
                              </gmd:name>
                              <gmd:description>
                                <gco:CharacterString>Source Citation URL</gco:CharacterString>
                              </gmd:description>
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                            </gmd:CI_OnlineResource>
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                        </gmd:CI_Contact>
                      </gmd:contactInfo>
                      <gmd:role gco:nilReason="inapplicable" />
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                </gmd:CI_Citation>
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    </gmd:DQ_DataQuality>
  </gmd:dataQualityInfo>
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