<?xml version="1.0" encoding="UTF-8"?>
<inport-metadata xmlns:xs="http://www.w3.org/2001/XMLSchema"
                 version="1.11"
                 source="https://www.fisheries.noaa.gov">
   <item-identification>
      <catalog-item-id>32707</catalog-item-id>
      <title>Benthic Surveys in Faga'alu, American Samoa: benthic cover derived from analysis of benthic images collected during belt transect surveys of coral demography in 2015 and 2020</title>
      <short-name>Faga'alu: benthic cover 2015 and 2020</short-name>
      <catalog-item-type>Data Set</catalog-item-type>
      <metadata-workflow-state ccs-id="9">Published / External</metadata-workflow-state>
      <parent-catalog-item-id>58564</parent-catalog-item-id>
      <parent-title>Benthic Missions</parent-title>
      <parent-catalog-item-type>Project</parent-catalog-item-type>
      <status>On Going</status>
      <publication-date>2022</publication-date>
      <abstract>The benthic cover data described herein were generated by the NOAA Ecosystem Sciences Division (former Coral Reef Ecosystem Program, CREP) from the quantitative analysis of photoquadrat benthic images using the image analysis software CoralNet, whereby random points are projected on each image and the benthic elements falling directly underneath each point are identified. The images were collected at sites in Faga'alu Bay in 2015 and 2020 during belt transect surveys of coral demography. The data can be accessed online via the NOAA National Centers for Environmental Information (NCEI) Ocean Archive. The benthic images and coral demography data are described and archived separately.

</abstract>
      <purpose>These data are part of a NOAA Coral Reef Conservation Program (CRCP) funded project aimed at establishing baseline data for benthic cover and composition via Rapid Ecological Assessment (REA) surveys conducted by the NOAA Ecosystem Sciences Division (ESD) (formerly Coral Reef Ecosystem Program -CREP) at Faga'alu Bay, Tutuila, American Samoa between 2012 and 2020.

In August 2012 Faga'alu watershed in American Samoa was adopted by the U.S. Coral Reef Task Force Watershed Partnership Initiative as a priority site, with the objective to reduce inputs of land-based sources of pollution to nearby coastal areas and coral reefs within the watershed. The Samoa Maritime rock quarry was found to be a major contributor to the periodic flux of excessive sediments onto the adjacent reef in Faga'alu. In September of December 2014, mitigation actions were implemented at the Samoa Maritime Quarry, including the installation of drainage systems, alternative ground cover, and retention ponds.

Data were collected to assess the effectiveness of management actions to reduce land-based sources of pollution impacts undertaken at the Samoa Maritime rock quarry. Pre-intervention baseline data were collected in 2013 and subsequent post-intervention monitoring in 2015 and 2020. Funding provided by the NOAA Coral Reef Conservation Program (CRCP) through two internal projects entitled. 1) Comprehensive Baseline Assessment and Pilot Test of Outcome Performance Measures in Faga'alu Bay, American Samoa, awarded to Suzie Holst. 2) Status and Trends Assessment for Land-based Sources of Pollution Impacts on Benthic Reef Communities in Faga'alu Bay and Vatia Bay, American Samoa, awarded to the NOAA Ecosystem Sciences Division.</purpose>
      <other-citation-details>Vargas-Angel B, Schumacher BD. 2018. Baseline surveys for coral reef community structure and demographics in Vatia Bay and Faga'alu Bay, American Samoa. Pacific Islands Fisheries Science Center, PIFSC Special Publication, SP-18-002, 38 p. https://doi.org/10.7289/V5/SP-PIFSC-18-002.

and

Vargas-Angel B, Huntington B. 2020. Status and trends assessments for land-based sources of pollution impacts on benthic reef communities in Faga'alu Bay, American Samoa. U.S. Dept. of Commerce, NOAA Technical Memorandum NOAA-TM-NMFS-PIFSC-109, 38 p. doi:10.25923/0gvj-zm69.</other-citation-details>
      <supplemental-information>An Erosion and Sediment Control Plan was implemented at Samoa Maritime quarry to reduce excess sedimentation from quarry operations, and mitigation actions from the Plan took place in 2014 to install retention basins designed to stem the input of excess sediments into Faga'alu Stream below the quarry. REA surveys conducted by ESD in 2012 and 2013 serve as the pre-mitigation baseline, and surveys conducted in 2015 and 2020 document the downstream effects (e.g., changes to the coral community) in Faga'alu Bay from the mitigation efforts to reduce the sediment loads upstream.



</supplemental-information>
   </item-identification>
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         <thesaurus>ISO 19115 Topic Category</thesaurus>
         <keyword>biota</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <thesaurus>CRCP Project</thesaurus>
         <keyword>31090</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <thesaurus>CRCP Project</thesaurus>
         <keyword>31259</keyword>
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         <thesaurus>CRCP Project</thesaurus>
         <keyword>Comprehensive baseline assessment and pilot test of outcome performance measures in Faga'alu Bay</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <thesaurus>CRCP Project</thesaurus>
         <keyword>Status and trends assessment for LBSP impacts on reef communities in Faga'alu Bay and Vatia Bay</keyword>
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         <thesaurus>CoRIS Discovery Thesaurus</thesaurus>
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         <thesaurus>CoRIS Theme Thesaurus</thesaurus>
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         <keyword>EARTH SCIENCE &gt; Biosphere &gt; Zoology &gt; Corals &gt; Reef Monitoring and Assessment</keyword>
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         <keyword>EARTH SCIENCE &gt; Biosphere &gt; Zoology &gt; Corals &gt; Reef Monitoring and Assessment &gt; Baseline studies</keyword>
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         <keyword>EARTH SCIENCE &gt; Biosphere &gt; Zoology &gt; Corals &gt; Reef Monitoring and Assessment &gt; Benthos Analysis &gt; Transect Monitoring</keyword>
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         <keyword>EARTH SCIENCE &gt; Biosphere &gt; Zoology &gt; Corals &gt; Reef Monitoring and Assessment &gt; Benthos Analysis &gt; Transect Monitoring &gt; Belt Transect</keyword>
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         <keyword>EARTH SCIENCE &gt; Biosphere &gt; Zoology &gt; Corals &gt; Reef Monitoring and Assessment &gt; Photographic Analysis</keyword>
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         <keyword>EARTH SCIENCE &gt; Oceans &gt; Coastal Processes &gt; Coral Reefs</keyword>
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         <keyword>EARTH SCIENCE &gt; Oceans &gt; Coastal Processes &gt; Coral Reefs &gt; Coral Reef Ecology</keyword>
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         <keyword>EARTH SCIENCE &gt; Oceans &gt; Coastal Processes &gt; Coral Reefs &gt; Coral Reef Ecology &gt; Benthic biology</keyword>
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         <keyword>EARTH SCIENCE &gt; Oceans &gt; Coastal Processes &gt; Coral Reefs &gt; Coral Reef Ecology &gt; Coral Cover</keyword>
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         <keyword-type>Theme</keyword-type>
         <thesaurus>CoRIS Theme Thesaurus</thesaurus>
         <keyword>EARTH SCIENCE &gt; Oceans &gt; Coastal Processes &gt; Coral Reefs &gt; Coral Reef Ecology &gt; Hard Coral Cover</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <thesaurus>CoRIS Theme Thesaurus</thesaurus>
         <keyword>EARTH SCIENCE &gt; Oceans &gt; Coastal Processes &gt; Coral Reefs &gt; Coral Reef Ecology &gt; Octocoral Cover</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <thesaurus>NODC DATA TYPES THESAURUS</thesaurus>
         <keyword>REEF AND/OR BOTTOM REGIME - PERCENT COVER</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <thesaurus>NODC OBSERVATION TYPES THESAURUS</thesaurus>
         <keyword>survey - biological</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <thesaurus>NODC OBSERVATION TYPES THESAURUS</thesaurus>
         <keyword>survey - coral reef</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <thesaurus>NODC OBSERVATION TYPES THESAURUS</thesaurus>
         <keyword>survey - diver</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <thesaurus>NODC OBSERVATION TYPES THESAURUS</thesaurus>
         <keyword>survey - photographs</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <thesaurus>NODC PROJECT NAMES THESAURUS</thesaurus>
         <keyword>CORAL REEF STUDIES</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <thesaurus>NODC PROJECT NAMES THESAURUS</thesaurus>
         <keyword>Coral Reef Conservation Program</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <thesaurus>NODC SUBMITTING INSTITUTION NAMES THESAURUS</thesaurus>
         <keyword>US DOC; NOAA; NMFS; Pacific Islands Fisheries Science Center; Ecosystem Sciences Division; Coral Reef Ecosystem Program</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <keyword>CRED</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <keyword>CREP</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <keyword>Coral Reef Ecosystem Division</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <keyword>Coral Reef Ecosystem Program</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <keyword>ESD</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <keyword>Ecosystem Sciences Division</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <keyword>PIFSC</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Theme</keyword-type>
         <keyword>Pacific Islands Fisheries Science Center</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>CoRIS Place Thesaurus</thesaurus>
         <keyword>COUNTRY/TERRITORY &gt; United States of America &gt; American Samoa &gt; Tutuila Island &gt; Faga'alu (14S170W0005)</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>CoRIS Place Thesaurus</thesaurus>
         <keyword>OCEAN BASIN &gt; Pacific Ocean &gt; Pago Pago Harbor &gt; Faga'alu (14S170W0005)</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>NODC SEA AREA NAMES THESAURUS</thesaurus>
         <keyword>South Pacific Ocean</keyword>
      </keyword>
   </keywords>
   <physical-location>
      <organization>Pacific Islands Fisheries Science Center</organization>
      <city>Honolulu</city>
      <state-province>HI</state-province>
      <country>USA</country>
   </physical-location>
   <data-set-information>
      <data-set-scope-code>Data Set</data-set-scope-code>
      <data-set-type>CSV Files</data-set-type>
      <maintenance-frequency>None Planned</maintenance-frequency>
      <data-presentation-form>Table (digital)</data-presentation-form>
      <entity-attribute-overview>Raw survey data includes metadata for each survey; site characteristics; unique image name and individual point observations identified at three functional group levels of benthic cover: Tier 1 (e.g., hard coral, macroalgae, etc.), Tier 2 (e.g., massive, branching, foliose, encrusting, etc.), and Tier 3 (e.g., Astreopora sp, Favia sp, etc.).</entity-attribute-overview>
      <entity-attribute-detail-url>https://www.fisheries.noaa.gov/inport/item/51072</entity-attribute-detail-url>
      <distribution-liability>While every effort has been made to ensure that these data are accurate and reliable within the limits of the current state of the art, NOAA cannot assume liability for any damages caused by errors or omissions in the data, nor as a result of the failure of the data to function on a particular system. NOAA makes no warranty, expressed or implied, nor does the fact of distribution constitute such a warranty.</distribution-liability>
      <data-set-credit>PIFSC Coral Reef Ecosystem Program and funded by the NOAA Coral Reef Conservation Program</data-set-credit>
      <instrument>Not applicable</instrument>
      <platform>Not applicable</platform>
      <physical-collection-fishing-gear>Not applicable</physical-collection-fishing-gear>
   </data-set-information>
   <entity-attribute-information partial-listing="No" total-count="2">
      <entity>
         <item-identification>
            <catalog-item-id>51072</catalog-item-id>
            <title>Benthic_Cover_DataDictionary_Fagaalu_2020</title>
            <short-name>BIA CNET Data Dictionary</short-name>
            <metadata-workflow-state ccs-id="9">Published / External</metadata-workflow-state>
            <status>Completed</status>
         </item-identification>
         <entity-information>
            <entity-type>Data Table</entity-type>
            <active-version>Yes</active-version>
            <schema>GISDAT</schema>
            <description>A definition of the columns present in the benthic cover dataset</description>
         </entity-information>
         <data-attributes partial-listing="No" total-count="29">
            <data-attribute cc-id="709362">
               <seq-order>1</seq-order>
               <name>ROUNDID</name>
               <data-storage-type>NUMERIC</data-storage-type>
               <max-length>22</max-length>
               <required>Yes</required>
               <primary-key>No</primary-key>
               <precision>28</precision>
               <scale>0</scale>
               <status>Active</status>
               <description>Unique Identifier for ROUND record.</description>
            </data-attribute>
            <data-attribute cc-id="709354">
               <seq-order>2</seq-order>
               <name>MISSIONID</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>30</max-length>
               <required>Yes</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Mission Identifier</description>
            </data-attribute>
            <data-attribute cc-id="709359">
               <seq-order>3</seq-order>
               <name>REGION_NAME</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>30</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>One of the five Pacific Island regions CRED surveys (American Samoa)</description>
            </data-attribute>
            <data-attribute cc-id="709349">
               <seq-order>4</seq-order>
               <name>ISLAND</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>150</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Island or Atoll surveyed (Tutuila)</description>
            </data-attribute>
            <data-attribute cc-id="709363">
               <seq-order>5</seq-order>
               <name>SITE</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>150</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>The character code for the site surveyed. Combines a 3-letter island code with a site number</description>
            </data-attribute>
            <data-attribute cc-id="1189073">
               <seq-order>5</seq-order>
               <name>SITEVISITID</name>
               <data-storage-type>NUMERIC</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>The unique numeric identifier/code for the site surveyed.</description>
            </data-attribute>
            <data-attribute cc-id="709350">
               <seq-order>6</seq-order>
               <name>LATITUDE</name>
               <data-storage-type>NUMERIC</data-storage-type>
               <max-length>22</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <precision>38</precision>
               <scale>8</scale>
               <status>Active</status>
               <description>Site latitude</description>
            </data-attribute>
            <data-attribute cc-id="709351">
               <seq-order>7</seq-order>
               <name>LONGITUDE</name>
               <data-storage-type>NUMERIC</data-storage-type>
               <max-length>22</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <precision>28</precision>
               <scale>8</scale>
               <status>Active</status>
               <description>Site longitude</description>
            </data-attribute>
            <data-attribute cc-id="709358">
               <seq-order>8</seq-order>
               <name>REEF_ZONE</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>150</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>The reef zone for the given site (Forereef, Backreef or Lagoon)</description>
            </data-attribute>
            <data-attribute cc-id="709346">
               <seq-order>9</seq-order>
               <name>DEPTH_BIN</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>60</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Classification of depth (shallow, mid, deep) based on midpoint between minimum and maximum depths of replicates at this site</description>
            </data-attribute>
            <data-attribute cc-id="709356">
               <seq-order>10</seq-order>
               <name>PERM_SITE</name>
               <data-storage-type>NUMERIC</data-storage-type>
               <max-length>22</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <precision>5</precision>
               <scale>0</scale>
               <status>Active</status>
               <description>Permanent site flag</description>
            </data-attribute>
            <data-attribute cc-id="709344">
               <seq-order>11</seq-order>
               <name>CLIMATE_STATION_YN</name>
               <data-storage-type>NUMERIC</data-storage-type>
               <max-length>22</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Climate station flag</description>
            </data-attribute>
            <data-attribute cc-id="709353">
               <seq-order>12</seq-order>
               <name>MIN_DEPTH</name>
               <data-storage-type>NUMERIC</data-storage-type>
               <max-length>22</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <precision>38</precision>
               <scale>8</scale>
               <status>Active</status>
               <description>Minimum depth (measured in feet)</description>
            </data-attribute>
            <data-attribute cc-id="709352">
               <seq-order>13</seq-order>
               <name>MAX_DEPTH</name>
               <data-storage-type>NUMERIC</data-storage-type>
               <max-length>22</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <precision>28</precision>
               <scale>8</scale>
               <status>Active</status>
               <description>Maximum depth (measured in feet)</description>
            </data-attribute>
            <data-attribute cc-id="709345">
               <seq-order>14</seq-order>
               <name>DATE_</name>
               <data-storage-type>DATE</data-storage-type>
               <max-length>7</max-length>
               <required>Yes</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Date the survey was conducted</description>
            </data-attribute>
            <data-attribute cc-id="709348">
               <seq-order>15</seq-order>
               <name>IMAGE_NAME</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>4000</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Image name (SITE_YEAR_REP_PHOTOID)</description>
            </data-attribute>
            <data-attribute cc-id="709355">
               <seq-order>16</seq-order>
               <name>OBS_YEAR</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>16</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Year the survey was conducted</description>
            </data-attribute>
            <data-attribute cc-id="709360">
               <seq-order>17</seq-order>
               <name>REP</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>4</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Letter associated to replicate (A, B, C, or D)</description>
            </data-attribute>
            <data-attribute cc-id="1189074">
               <seq-order>17</seq-order>
               <name>REPLICATE</name>
               <data-storage-type>TEXT</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Letter associated to replicate (A, B) starting in 2018 (REP column in previous years).</description>
            </data-attribute>
            <data-attribute cc-id="709357">
               <seq-order>18</seq-order>
               <name>PHOTOID</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>4000</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Image number along transect</description>
            </data-attribute>
            <data-attribute cc-id="709342">
               <seq-order>19</seq-order>
               <name>ANALYST</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>20</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Initials of the image analyst</description>
            </data-attribute>
            <data-attribute cc-id="709365">
               <seq-order>20</seq-order>
               <name>TIER_1</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>5</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Category classification code of the point on the analyzed image</description>
            </data-attribute>
            <data-attribute cc-id="709343">
               <seq-order>21</seq-order>
               <name>CATEGORY_NAME</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>20</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Category classification name of the point on the analyzed image</description>
            </data-attribute>
            <data-attribute cc-id="709366">
               <seq-order>22</seq-order>
               <name>TIER_2</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>5</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Subcategory classification code of the point on the analyzed image</description>
            </data-attribute>
            <data-attribute cc-id="709364">
               <seq-order>23</seq-order>
               <name>SUBCATEGORY_NAME</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>50</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Subcategory classification name of the point on the analyzed image</description>
            </data-attribute>
            <data-attribute cc-id="709367">
               <seq-order>24</seq-order>
               <name>TIER_3</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>5</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Genera classification code of the point on the analyzed image</description>
            </data-attribute>
            <data-attribute cc-id="709347">
               <seq-order>25</seq-order>
               <name>GENERA_NAME</name>
               <data-storage-type>TEXT</data-storage-type>
               <max-length>50</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Genera classification name of the point on the analyzed image</description>
            </data-attribute>
            <data-attribute cc-id="709368">
               <seq-order>26</seq-order>
               <name>X_POS</name>
               <data-storage-type>NUMERIC</data-storage-type>
               <max-length>22</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <precision>38</precision>
               <status>Active</status>
               <description>X position of the analyzed point</description>
            </data-attribute>
            <data-attribute cc-id="709369">
               <seq-order>27</seq-order>
               <name>Y_POS</name>
               <data-storage-type>NUMERIC</data-storage-type>
               <max-length>22</max-length>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Y position of the analyzed point</description>
            </data-attribute>
         </data-attributes>
      </entity>
      <entity>
         <item-identification>
            <catalog-item-id>51073</catalog-item-id>
            <title>Benthic Image analysis classification scheme</title>
            <metadata-workflow-state ccs-id="9">Published / External</metadata-workflow-state>
            <status>Completed</status>
            <abstract>Classification tiers, categories, and definitions</abstract>
         </item-identification>
         <entity-information>
            <entity-type>Data File</entity-type>
            <active-version>Yes</active-version>
            <schema>GISDAT</schema>
            <description>Classification tiers, categories, and definitions.</description>
         </entity-information>
         <data-attributes partial-listing="No" total-count="9">
            <data-attribute cc-id="709398">
               <name>Coralline Alga (CCA)</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>For the purpose of these image analyses, CCA is defined as any calcified, hard, non-segmented, encrusting or branched, red (or pink) alga</description>
            </data-attribute>
            <data-attribute cc-id="709399">
               <name>Hard Coral</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>For the purposes of this image analysis, hard corals are defined as those that are responsible for the persistent, hard, three-dimensional structure of a coral reef.  In general, this classification will include all members of Order Scleractinia, as well as some other small groups of non-scleractinian corals with hard skeletons, including fire corals (Family Milleporidea), blue coral (Order Helioporacea), and Stylasterid hydrocorals (Family Stylasteridae)</description>
               <allowed-values>Massive (MASS), Tabulate (TAB), Encrusting (ENC), Branching (BR), Columnar (COL), Free-living (FREE), Foliose (FOL), Non-scleractinian hard coral (NS)</allowed-values>
            </data-attribute>
            <data-attribute cc-id="709400">
               <name>Macroalga</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Any alga whose structure can be seen in the photograph should be labeled as a macroalga rather than turf.  Macroalgae possess numerous different types of morphologies that resemble leaves, blades, umbrellas, ferns, grapes, balls, feathers, branched shrubs, etc.  Some macroalgae do possess calcification; however, for the purpose of image analyses here, calcified and fleshy representatives (with the exception of Halimeda sp., below) will be lumped together.</description>
            </data-attribute>
            <data-attribute cc-id="709401">
               <name>Mobile Fauna</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Photographs capture a solitary instant in time.  As a result, creatures that are not permanently affixed to a single location on the sea floor (e.g. sea cucumbers, sea stars, sea urchins, fish) sometimes also appear in photographs intended for benthic analysis.  While every effort should be made to discern what the benthic classification is underneath the mobile fauna, if that is not possible, this classification category should be used.  This is both a Tier 1 and Tier 2 classification category.</description>
               <allowed-values>Mobile fauna (MOBF)</allowed-values>
            </data-attribute>
            <data-attribute cc-id="709402">
               <name>Sediment</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Sediment describes a "soft" benthos smaller than rubble (i.e., &lt; 5 mm) which due to it's unsettled nature generally, but not always, is devoid of organisms growing on the individual gains comprising the sediment.  However, sea grasses, macroalgae including Halimeda spp., and blue-green algae (a.k.a. cyanobacteria) can be found in soft sediment areas.  If a classification point falls on an identifiable organism growing in sediment, that's what should be used for the point classification.  The sediment classification should only be used if point falls on the sediment itself.</description>
               <allowed-values>Sand (SAND), Fine sediment (FINE)</allowed-values>
            </data-attribute>
            <data-attribute cc-id="709403">
               <name>Sessile Invertebrate</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Many organisms besides corals and algae are found in coral reef ecosystems.  This Tier 1 classification is to be used for animals that are permanently affixed to the substrate.  Animals with ability to move about the substrate or swim are classified as Mobile Fauna.</description>
               <allowed-values>Giant clam (GC), Bivalve (BI), Sponge (SP), Tunicate (TUN), Bryozoan (BRY), Corallimorph (CMOR), Anemone (AMNE), Zoanthid (ZO), Unclassified (UI)</allowed-values>
            </data-attribute>
            <data-attribute cc-id="709404">
               <name>Soft Coral</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>For the purposes of this image analysis, this category groups a collection of fairly related organisms that do not produce a substantial, rigid calcium carbonate skeleton and therefore are neither reef-builders nor do they lay new foundations for future corals. This classification will include members of Subclass Alcyonaria (octocorals), except blue coral  and the organ pipe coral, which includes true soft corals, sea fans, sea whips, sea pens, and also members of the Order Antipatheria (black corals).</description>
               <allowed-values>Octocoral (OCT), Unclassified (USC)</allowed-values>
            </data-attribute>
            <data-attribute cc-id="709405">
               <name>Turf Alga</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>Turf algae is a category that includes numerous species from multiple evolutionary groups (red algae, green algae, brown algae, and cyanobacteria).  These types of mixed algal assemblages are typically short in stature (&lt; 2 cm in height), and often contain filamentous algae (hair-like morphologies) as opposed to fleshy algae (thick branched or sheet-like morphologies).</description>
               <allowed-values>Visible turf on rubble substrate (TURFR), Visible turf on hard[bottom] substrate (TURFH), [Invisible turf on] Rubble substrate (RUB), [Invisible turf on] Hard[bottom] substrate (HARD)</allowed-values>
            </data-attribute>
            <data-attribute cc-id="709406">
               <name>Unclassified</name>
               <data-storage-type>VARCHAR2</data-storage-type>
               <required>No</required>
               <primary-key>No</primary-key>
               <status>Active</status>
               <description>A particular analysis point may be unclassified because image quality was poor, because not enough of the surrounding area is visible to definitively classify the organism underneath the point, because the benthos is obstructed by something other than mobile fauna, tape, wand, or shadow (e.g. bubble or smear on the camera lens, high turbidity in the water column).</description>
               <allowed-values>Tape, Wand, or Shadow (TAPE, WAND, SHAD), Unclassified (UNK)</allowed-values>
            </data-attribute>
         </data-attributes>
      </entity>
   </entity-attribute-information>
   <support-roles>
      <support-role cc-id="709562" in-effect="Yes">
         <support-role-type>Data Set Credit</support-role-type>
         <from-date>2015</from-date>
         <contact-type>Organization</contact-type>
         <contact-name>NOAA Coral Reef Conservation Program</contact-name>
         <contact-noaa-acronym>CRCP</contact-noaa-acronym>
         <contact-address>1305 East West Highway 10th Floor</contact-address>
         <contact-address-city>Silver Spring</contact-address-city>
         <contact-address-state>MD</contact-address-state>
         <contact-address-zip>20910-3281</contact-address-zip>
         <contact-phone-number>(301) 713-3155</contact-phone-number>
         <contact-url>https://coralreef.noaa.gov</contact-url>
         <contact-url-description>Link to the NOAA Coral Reef Conservation Program website</contact-url-description>
         <contact-url-function>Online Resource</contact-url-function>
         <contact-instructions>Funders</contact-instructions>
      </support-role>
      <support-role cc-id="709563" in-effect="Yes">
         <support-role-type>Data Steward</support-role-type>
         <from-date>2015</from-date>
         <contact-type>Person</contact-type>
         <contact-name>Vargas-Angel, Bernardo</contact-name>
         <contact-email>bernardo.vargasangel@noaa.gov</contact-email>
         <contact-orcid>https://orcid.org/0000-0003-2001-463X</contact-orcid>
         <contact-address>1845 Wasp Blvd.</contact-address>
         <contact-address-city>Honolulu</contact-address-city>
         <contact-address-state>HI</contact-address-state>
         <contact-address-zip>96818</contact-address-zip>
         <contact-address-country>USA</contact-address-country>
         <contact-phone-number>(808)725-5423</contact-phone-number>
         <contact-instructions>Email preferred</contact-instructions>
      </support-role>
      <support-role cc-id="709564" in-effect="Yes">
         <support-role-type>Distributor</support-role-type>
         <from-date>2018</from-date>
         <contact-type>Organization</contact-type>
         <contact-name>NOAA National Centers for Environmental Information</contact-name>
         <contact-noaa-acronym>NCEI</contact-noaa-acronym>
         <contact-email>ncei.info@noaa.gov</contact-email>
         <contact-ror>https://ror.org/04r0wrp59</contact-ror>
         <contact-url>https://www.ncei.noaa.gov/contact</contact-url>
         <contact-url-name>NCEI Contact Information</contact-url-name>
         <contact-url-description>Information for contacts at NCEI.</contact-url-description>
         <contact-url-function>Online Resource</contact-url-function>
      </support-role>
      <support-role cc-id="709565" in-effect="No">
         <support-role-type>Distributor</support-role-type>
         <from-date>2015</from-date>
         <to-date>2017</to-date>
         <contact-type>Person</contact-type>
         <contact-name>Kanemura, Troy T</contact-name>
         <contact-email>troy.kanemura@noaa.gov</contact-email>
         <contact-address>1845 Wasp Blvd.</contact-address>
         <contact-address-city>Honolulu</contact-address-city>
         <contact-address-state>HI</contact-address-state>
         <contact-address-zip>96818</contact-address-zip>
         <contact-address-country>USA</contact-address-country>
         <contact-phone-number>(808)725-5422</contact-phone-number>
         <contact-instructions>Email preferred</contact-instructions>
      </support-role>
      <support-role cc-id="1128556" in-effect="Yes">
         <support-role-type>Metadata Contact</support-role-type>
         <from-date>2021</from-date>
         <contact-type>Person</contact-type>
         <contact-name>Luers, Lori H</contact-name>
         <contact-email>lori.luers@noaa.gov</contact-email>
         <contact-address>1845 Wasp Blvd.</contact-address>
         <contact-address-city>Honolulu</contact-address-city>
         <contact-address-state>HI</contact-address-state>
         <contact-address-zip>96818</contact-address-zip>
         <contact-address-country>USA</contact-address-country>
         <contact-phone-number>808-725-5593</contact-phone-number>
         <contact-instructions>Email preferred</contact-instructions>
      </support-role>
      <support-role cc-id="709566" in-effect="No">
         <support-role-type>Metadata Contact</support-role-type>
         <from-date>2015</from-date>
         <to-date>2020</to-date>
         <contact-type>Person</contact-type>
         <contact-name>DesRochers, Annette M</contact-name>
         <contact-email>annette.desrochers@noaa.gov</contact-email>
         <contact-address>1845 Wasp Blvd.</contact-address>
         <contact-address-city>Honolulu</contact-address-city>
         <contact-address-state>HI</contact-address-state>
         <contact-address-zip>96818</contact-address-zip>
         <contact-address-country>USA</contact-address-country>
         <contact-phone-number>(808)725-5461</contact-phone-number>
         <contact-business-hours>8 am - 5 pm</contact-business-hours>
         <contact-instructions>Email preferred</contact-instructions>
      </support-role>
      <support-role cc-id="709567" in-effect="Yes">
         <support-role-type>Originator</support-role-type>
         <from-date>2015</from-date>
         <contact-type>Organization</contact-type>
         <contact-name>Pacific Islands Fisheries Science Center</contact-name>
         <contact-noaa-acronym>PIFSC</contact-noaa-acronym>
         <contact-email>pifsc.info@noaa.gov</contact-email>
         <contact-ror>https://ror.org/02apffz65</contact-ror>
         <contact-address>1845 Wasp Blvd.</contact-address>
         <contact-address-city>Honolulu</contact-address-city>
         <contact-address-state>HI</contact-address-state>
         <contact-address-zip>96818</contact-address-zip>
         <contact-address-country>USA</contact-address-country>
         <contact-phone-number>808-725-5360</contact-phone-number>
         <contact-url>https://www.pifsc.noaa.gov</contact-url>
         <contact-url-description>Pacific Island Fisheries Science Center homepage
</contact-url-description>
         <contact-url-function>Online Resource</contact-url-function>
         <contact-business-hours>8:00 a.m. - 4:30 p.m.</contact-business-hours>
      </support-role>
      <support-role cc-id="709568" in-effect="Yes">
         <support-role-type>Point of Contact</support-role-type>
         <from-date>2015</from-date>
         <contact-type>Person</contact-type>
         <contact-name>Vargas-Angel, Bernardo</contact-name>
         <contact-email>bernardo.vargasangel@noaa.gov</contact-email>
         <contact-orcid>https://orcid.org/0000-0003-2001-463X</contact-orcid>
         <contact-address>1845 Wasp Blvd.</contact-address>
         <contact-address-city>Honolulu</contact-address-city>
         <contact-address-state>HI</contact-address-state>
         <contact-address-zip>96818</contact-address-zip>
         <contact-address-country>USA</contact-address-country>
         <contact-phone-number>(808)725-5423</contact-phone-number>
         <contact-instructions>Email preferred</contact-instructions>
      </support-role>
   </support-roles>
   <extents>
      <currentness-reference>Ground Condition</currentness-reference>
      <extent cc-id="709570">
         <description>Faga'alu Bay, Tutuila, American Samoa</description>
         <geographic-areas>
            <geographic-area cc-id="709574">
               <west-bound>-170.68277777778</west-bound>
               <east-bound>-170.67413972</east-bound>
               <north-bound>-14.28695194</north-bound>
               <south-bound>-14.295</south-bound>
               <description>Location of Rapid Ecological Assessment (REA) surveys in Faga'alu Bay in 2015 and 2020</description>
            </geographic-area>
         </geographic-areas>
         <time-frames>
            <time-frame cc-id="709575">
               <time-frame-type>Range</time-frame-type>
               <start-date-time>2015-10-29</start-date-time>
               <end-date-time>2015-11-11</end-date-time>
               <description>Location of Rapid Ecological Assessment (REA) surveys in Faga'alu Bay in 2015</description>
            </time-frame>
            <time-frame cc-id="1182660">
               <time-frame-type>Range</time-frame-type>
               <start-date-time>2020-01-15</start-date-time>
               <end-date-time>2020-01-24</end-date-time>
               <description>Location of Rapid Ecological Assessment (REA) surveys in Faga'alu Bay in 2020 during fly-in mission.</description>
            </time-frame>
         </time-frames>
      </extent>
   </extents>
   <access-information>
      <security-class>Unclassified</security-class>
      <security-classification-system>Not applicable</security-classification-system>
      <security-handling-description>Not applicable</security-handling-description>
      <data-access-policy>NOAA Ecosystem Sciences Division (ESD; Former Coral Reef Ecosystem Program -CREP) Data Sharing Recommendations, version 9.0 updated August 12, 2015:

CREP welcomes the opportunity to collaborate on research issues contributing to the scientific basis for better management of marine ecosystems. CREP has a very diverse set of field activities that generates large volumes of data using an array of data collection protocols.

The following recommendations are for your consideration as you use this data:

1) Data analyses should take all field exigencies into account. The most effective way to do this would be active collaboration with CREP principal investigators.

2) In all presentations, product releases, or publications using data generated by CREP, proper acknowledgement of both CREP and the individuals responsible for data collection is expected. Citing the DOI (if available) is preferred, a non-DOI example is listed below.

3) If you collect or generate data for the same study areas, CREP requests that you share relevant information on complimentary data collections.

4) Those receiving data are strongly urged to inform the CREP Data Management Team of any errors and discrepancies that are discovered during the course of using these data. They are further urged to bring to the attention of the Team all problems and difficulties encountered in using these data. This information is necessary in order to improve the collections and to facilitate more efficient and economical data processing and retrieval. The users are asked to supply copies of any missing data that may be located, and to provide information as to significant subsets and special aggregations of data that are developed in using the material provided.

Example citation:

"This publication makes use of data products provided by the Coral Reef Ecosystem Program (CREP), Pacific Islands Fisheries Science Center (PIFSC), National Marine Fisheries Service (NMFS), National Oceanic and Atmospheric Administration (NOAA), with funding support from the NOAA Coral Reef Conservation Program (CRCP). The analysis and interpretations presented here are solely that of the current authors.</data-access-policy>
      <data-access-procedure>Data can be accessed online via the NOAA National Centers for Environmental Information (NCEI) Ocean Archive.</data-access-procedure>
      <data-access-constraints>None</data-access-constraints>
      <data-use-constraints>Please cite NOAA Coral Reef Ecosystem Program (CREP) when using the data. 

Example
Cite as: Vargas-Angel, Bernardo; Ecosystem Sciences Division; Pacific Islands Fisheries Science Center (2022). Benthic Surveys in Faga'alu, American Samoa: benthic percent cover derived from analysis of benthic images collected during belt transect surveys of coral demography in 2015 and 2020. NOAA National Centers for Environmental Information. https://www.fisheries.noaa.gov/inport/item/32707</data-use-constraints>
      <metadata-access-constraints>None</metadata-access-constraints>
      <metadata-use-constraints>None</metadata-use-constraints>
   </access-information>
   <distribution-information>
      <distribution cc-id="709579">
         <download-url>https://accession.nodc.noaa.gov/0169725</download-url>
         <distributor cc-id="709564">
            <from-date>2018</from-date>
            <contact-type>Organization</contact-type>
            <contact-name>NOAA National Centers for Environmental Information</contact-name>
            <contact-ror>https://ror.org/04r0wrp59</contact-ror>
         </distributor>
         <file-name>MV_BIA_CNET_ANALYSIS_DATA_FAGAALU_2015.csv</file-name>
         <description>Benthic cover data derived from analysis of benthic images collected during belt transect surveys conducted by the NOAA Coral Reef Ecosystem Program (CREP) in Faga'alu, Tutuila, American Samoa in 2015.</description>
         <file-date-time>2017-12-21T00:00:00</file-date-time>
         <!--Note: file-type is deprecated-->
         <file-type>csv (comma-separated values)</file-type>
         <distribution-format>CSV - Comma Separated Values (Text)</distribution-format>
      </distribution>
      <distribution cc-id="1182617">
         <download-url>https://accession.nodc.noaa.gov/0259709</download-url>
         <distributor cc-id="709564">
            <from-date>2018</from-date>
            <contact-type>Organization</contact-type>
            <contact-name>NOAA National Centers for Environmental Information</contact-name>
            <contact-ror>https://ror.org/04r0wrp59</contact-ror>
         </distributor>
         <file-name>BENTHIC_COVER_FAGAALU_MP2006_2020.csv</file-name>
         <description>Benthic cover from benthic image analysis with CoralNet for fly-in Mission to Faga'alu, American Samoa in 2020.</description>
         <!--Note: file-type is deprecated-->
         <file-type>csv (comma-separated values)</file-type>
         <distribution-format>CSV - Comma Separated Values (Text)</distribution-format>
      </distribution>
   </distribution-information>
   <urls>
      <url cc-id="709580">
         <url>http://coralnet.ucsd.edu/</url>
         <name>CoralNet</name>
         <url-type>Browse Graphic</url-type>
         <description>The online tool used to analyze the benthic images for benthic cover.</description>
      </url>
      <url cc-id="709582">
         <url>https://data.nodc.noaa.gov/coris/library/NOAA/CRCP/project/917/Fagaalu_TM_CRCP_23_DOI_Cover_200.jpg</url>
         <name>Baseline Assessment of Faga'alu Watershed</name>
         <url-type>Browse Graphic</url-type>
         <file-resource-format>JPG</file-resource-format>
         <description>NOAA Technical Memorandum CRCP 23</description>
      </url>
      <url cc-id="747864">
         <url>https://doi.org/10.7289/V5/SP-PIFSC-18-002</url>
         <name>Baseline surveys for coral reef community structure and demographics in Vatia Bay and Faga'alu Bay, American Samoa</name>
         <url-type>Browse Graphic</url-type>
         <file-resource-format>PDF</file-resource-format>
         <description>PIFSC Special Publication, SP-18-002, 38 p.</description>
      </url>
      <url cc-id="709581">
         <url>https://www.coris.noaa.gov/activities/fagaaluWatershed/</url>
         <name>Baseline Assessment of Faga'alu Watershed: A Ridge to Reef Assessment in Support of Sediment Reduction Activities and Future Evaluation of their Success</name>
         <url-type>Browse Graphic</url-type>
         <description>NOAA Technical Memorandum CRCP 23</description>
      </url>
      <url cc-id="1131889">
         <url>https://repository.library.noaa.gov/view/noaa/27088</url>
         <name>Status and Trends Assessment for Land-based Sources of Pollution Impacts on Benthic Reef Communities in Faga'alu Bay, American Samoa.</name>
         <url-type>Online Resource</url-type>
         <description>NOAA Technical Memorandum NMFS-PIFSC-109, 38 p</description>
      </url>
   </urls>
   <technical-environment>
      <description>PIFSC Oracle database view for benthic cover as calculated by annotations using CoralNet: MV_BIA_CNET_ANALYSIS_DATA</description>
   </technical-environment>
   <data-quality>
      <accuracy>Data sets derived from image analysis are highly reliable within the stipulated taxonomic context. Each time a production run is performed for a region a calibration exercise is conducted by all staff that will participate in that round of image analysis classification. Usually 100-150 photos are selected from the photos being processed as part of the production run series, or other region-relevant photo streams. Then, image analysis software assigns 10 random fixed points per photo. Each photo analyst is asked to classify the same set of points in each of the photos used as part of the calibration exercise. The goal of the calibration exercise is to assess inter-observer variability. Inter-observer variability rates are available upon request for each production run.</accuracy>
      <completeness-report>The data set derived from the image analysis is as good as the images themselves; poor images with low contrast, inappropriate white balance, or out of focus may have to be discarded. Therefore, percent cover estimates for some sites may derive from differing number of  images (points) between sites. Although the analysis process is statistically robust to allow for differing n (points) between sites, users should be aware of this limitation.

Classification is completed to the functional group/genus level (Tier 3).

Benthic images were collected during coral demographic surveys in 2012, 2015, and 2020 in Faga'alu; however, only the images collected during the most recent surveys in 2015 and 2020 were analyzed.</completeness-report>
      <conceptual-consistency>The same method of image analysis was used at each surveyed site.</conceptual-consistency>
      <quality-control-procedures>Quality control is enforced by means of point-to-point, inter-observer calibration exercises that are conducted before each image analysis production series. Training modules and standard operating procedures have also been developed and documented to ensure improved performance and consistent imagery analysis results produced by multiple analysts.</quality-control-procedures>
   </data-quality>
   <data-management>
      <resources-identified>Yes</resources-identified>
      <resources-budget-percentage>Unknown</resources-budget-percentage>
      <data-access-directive-compliant>Yes</data-access-directive-compliant>
      <data-access-directive-waiver>No</data-access-directive-waiver>
      <delay-collection-dissemination>Unknown</delay-collection-dissemination>
      <archive-location>NCEI-MD</archive-location>
      <delay-collection-archive>Unknown</delay-collection-archive>
      <data-protection-plan>NOAA IRC and NOAA Fisheries ITS resources and assets.</data-protection-plan>
   </data-management>
   <lineage>
      <lineage-statement>The data described here were derived from the analysis of benthic images collected along photo-quadrat surveys  by the NOAA Ecosystem Sciences Division (ESD):

In 2015 photo quadrat images were taken every meter from the 1-m to the 15-m mark along TWO, 18-m transects per site (n = 30 images).

In 2020 photo quadrat images were taken every meter from the 1-m to the 30-m mark along one 30-m transect line (n = 30 images).

</lineage-statement>
      <lineage-sources>
         <lineage-source cc-id="1131890">
            <citation-title>Baseline surveys for coral reef community structure and demographics in Vatia Bay and Faga'alu Bay, American Samoa.</citation-title>
            <contact-type>Organization</contact-type>
            <contact-name>Pacific Islands Fisheries Science Center, PIFSC</contact-name>
            <contact-role-type>Originator</contact-role-type>
            <citation-url>https://doi.org/10.7289/V5/SP-PIFSC-18-002</citation-url>
            <citation-url-name>OAA Pacific Islands Fisheries Science Center, PIFSC Special Publication, SP-18-002</citation-url-name>
            <citation-url-description>Vargas-Angel B, Schumacher BD. 2018. Baseline surveys for coral reef community structure and demographics in Vatia Bay and Faga'alu Bay, American Samoa. Pacific Islands Fisheries Science Center, PIFSC Special Publication, SP-18-002, 38 p.</citation-url-description>
         </lineage-source>
         <lineage-source cc-id="709586">
            <citation-title>Lozada-Misa P, Schumacher BD, Vargas-Angel B. 2017. Analysis of benthic survey images via CoralNet : a summary of standard operating procedures and guidelines. Pacific Islands Fisheries Science Center, PIFSC Administrative Report, H-17-02, 169 p. https://doi.org/10.7289/V5/AR-PIFSC-H-17-02.</citation-title>
            <contact-type>Organization</contact-type>
            <contact-name>Pacific Islands Fisheries Science Center, PIFSC</contact-name>
            <citation-url>https://repository.library.noaa.gov/view/noaa/14205</citation-url>
            <source-contribution>The published benthic image analysis SOP using CoralNet.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1131891">
            <citation-title>Status and trends assessments for land-based sources of pollution impacts on benthic reef communities in Faga'alu Bay, American Samoa (2020)</citation-title>
            <contact-type>Organization</contact-type>
            <contact-name>Pacific Islands Fisheries Science Center</contact-name>
            <contact-role-type>Originator</contact-role-type>
            <citation-url>https://repository.library.noaa.gov/view/noaa/27088</citation-url>
            <citation-url-name>NOAA technical memorandum NMFS-PIFSC ; 109</citation-url-name>
            <citation-url-description>Vargas-Angel B, Huntington B. 2020. Status and trends assessments for land-based sources of pollution impacts on benthic reef communities in Faga'alu Bay, American Samoa. U.S. Dept. of Commerce, NOAA Technical Memorandum NOAA-TM-NMFS-PIFSC-109, 38 p. doi:10.25923/0gvj-zm69.</citation-url-description>
         </lineage-source>
      </lineage-sources>
      <lineage-process-steps>
         <lineage-process-step cc-id="709587">
            <sequence-number>1</sequence-number>
            <description>Still photographs were collected during belt transect surveys of coral demography to record the benthic community composition at predetermined points along the transect lines with a high-resolution digital camera mounted on a pole. 30 photoquadrat images were collected at each site. 

In 2015 the photoquadrat surveys were conducted along two, independent 18 meter transects per site. Photos of the benthic substrate were taken at one meter intervals starting at meter 1, along the left hand side of each 18 meter transect (15 images/transect; 30 images total)

In 2020 the photoquadrat surveys were conducted along one, 30 meter transect per site. Photos of the benthic substrate were taken at one meter intervals starting at meter 1, along the left hand side of the transect (30 images/transect; 30 images total)


The benthic photoquadrat images were analyzed by using the web-based annotation tool CoralNet (Beijbom et al. 2016). CoralNet assigns 10 random points per photo and the benthic elements falling directly underneath each point is identified to three functional group levels: Tier 1 (e.g. hard coral, macroalgae, etc.), Tier 2 (e.g. Hard coral by morphology = massive, branching, etc.), and Tier 3 (e.g. Hard coral by genus and morphology). The detailed list of each functional group level or tier is included in the benthic image analysis classification scheme. See the published standard operating procedures for further details.</description>
            <source-citation cc-id="709586">Lozada-Misa P, Schumacher BD, Vargas-Angel B. 2017. Analysis of benthic survey images via CoralNet : a summary of standard operating procedures and guidelines. Pacific Islands Fisheries Science Center, PIFSC Administrative Report, H-17-02, 169 p. https://doi.org/10.7289/V5/AR-PIFSC-H-17-02.</source-citation>
         </lineage-process-step>
      </lineage-process-steps>
   </lineage>
   <child-items>
      <child-item>
         <catalog-item-id>51073</catalog-item-id>
         <catalog-item-type>Entity</catalog-item-type>
         <title>Benthic Image analysis classification scheme</title>
      </child-item>
      <child-item>
         <catalog-item-id>51072</catalog-item-id>
         <catalog-item-type>Entity</catalog-item-type>
         <title>Benthic_Cover_DataDictionary_Fagaalu_2020</title>
      </child-item>
   </child-items>
   <related-items>
      <related-item>
         <catalog-item-id>25371</catalog-item-id>
         <catalog-item-type>Data Set</catalog-item-type>
         <title>Benthic Surveys in Faga'alu, American Samoa since 2012: benthic images collected during belt transect surveys in 2012, 2015, 2020</title>
         <relationship-type>Cross Reference</relationship-type>
      </related-item>
      <related-item>
         <catalog-item-id>25283</catalog-item-id>
         <catalog-item-type>Data Set</catalog-item-type>
         <title>Benthic Surveys in Faga'alu, American Samoa: belt transect surveys of corals in March and August of 2012</title>
         <relationship-type>Cross Reference</relationship-type>
      </related-item>
      <related-item>
         <catalog-item-id>25370</catalog-item-id>
         <catalog-item-type>Data Set</catalog-item-type>
         <title>Benthic Surveys in Faga'alu, American Samoa: benthic cover derived from line-point intercept (LPI) surveys in August 2012</title>
         <relationship-type>Cross Reference</relationship-type>
      </related-item>
      <related-item>
         <catalog-item-id>25369</catalog-item-id>
         <catalog-item-type>Data Set</catalog-item-type>
         <title>Benthic Surveys in Faga'alu, American Samoa: comprehensive assessment of coral demography (adult and juvenile corals) from belt transect surveys in 2013, 2015, and 2020</title>
         <relationship-type>Cross Reference</relationship-type>
      </related-item>
   </related-items>
   <catalog-details>
      <guid>gov.noaa.nmfs.inport:32707</guid>
      <metadata-record-created-by pers-id="6929">Annette DesRochers</metadata-record-created-by>
      <metadata-record-created>2016-05-10T16:08:39</metadata-record-created>
      <metadata-record-last-modified-by pers-id="0">SysAdmin InPortAdmin</metadata-record-last-modified-by>
      <metadata-record-last-modified>2026-08-28T22:22:34</metadata-record-last-modified>
      <record-published>2022-09-19</record-published>
      <owner-organization>Pacific Islands Fisheries Science Center</owner-organization>
      <owner-organization-acronym>PIFSC</owner-organization-acronym>
      <owner-organization-address>1845 Wasp Blvd.</owner-organization-address>
      <owner-organization-address-city>Honolulu</owner-organization-address-city>
      <owner-organization-address-state>HI</owner-organization-address-state>
      <owner-organization-address-zip>96818</owner-organization-address-zip>
      <owner-organization-address-country>USA</owner-organization-address-country>
      <owner-organization-phone>808-725-5300</owner-organization-phone>
      <owner-organization-url>https://www.pifsc.noaa.gov</owner-organization-url>
      <owner-organization-business-hours>8:00 a.m. - 4:30 p.m.</owner-organization-business-hours>
      <owner-organization-group-id>1001</owner-organization-group-id>
      <publication-status>Public</publication-status>
      <limited-metadata-available>No</limited-metadata-available>
      <is-do-not-publish>No</is-do-not-publish>
      <metadata-last-review-date>2022-08-30</metadata-last-review-date>
      <metadata-review-frequency>1 Year</metadata-review-frequency>
      <metadata-next-review-date>2023-08-30</metadata-next-review-date>
   </catalog-details>
</inport-metadata>
