<?xml version="1.0" encoding="UTF-8"?>
<metadata>
  <idinfo>
    <citation>
      <citeinfo>
        <origin>Joshua B. Logan</origin>
        <origin>Curt D. Storlazzi</origin>
        <pubdate>20220321</pubdate>
        <title>Ground control point locations for the UAS survey of the coral reef off Waiakane, Molokai, Hawaii, 24 June 2018</title>
        <geoform>comma-delimited text</geoform>
        <serinfo>
          <sername>data release</sername>
          <issue>DOI:10.5066/P9XZT1FK</issue>
        </serinfo>
        <pubinfo>
          <pubplace>Pacific Coastal and Marine Science Center, Santa Cruz, California</pubplace>
          <publish>U.S. Geological Survey</publish>
        </pubinfo>
        <onlink>https://doi.org/10.5066/P9XZT1FK</onlink>
        <onlink>https://www.sciencebase.gov/catalog/item/61ba8bbad34e9e224ac12fb7</onlink>
        <lworkcit>
          <citeinfo>
            <origin>Joshua B. Logan</origin>
            <origin>Curt D. Storlazzi</origin>
            <pubdate>2022</pubdate>
            <title>Aerial imagery and structure-from-motion-derived shallow water bathymetry from a UAS survey of the coral reef off Waiakane, Molokai, Hawaii, June 2018</title>
            <serinfo>
              <sername>data release</sername>
              <issue>DOI:10.5066/P9XZT1FK</issue>
            </serinfo>
            <pubinfo>
              <pubplace>Pacific Coastal and Marine Science Center, Santa Cruz, CA</pubplace>
              <publish>U.S. Geological Survey</publish>
            </pubinfo>
            <onlink>https://doi.org/10.5066/P9XZT1FK</onlink>
            <onlink>https://www.sciencebase.gov/catalog/item/61943c39d34eb622f68f530c</onlink>
          </citeinfo>
        </lworkcit>
      </citeinfo>
    </citation>
    <descript>
      <abstract>This portion of the data release presents the locations of the temporary ground control points (GCPs) used for the structure-from-motion (SfM) processing of the imagery collected during an unoccupied aerial system (UAS) survey of the coral reef off Waiakane, Molokai, Hawaii, on 24 June 2018. Twenty temporary ground control points (GCPs) were distributed throughout the survey area to establish survey control. The GCPs consisted of: nine submerged targets consisting of small (80 centimeter X 80 centimeter) square tarps with black-and-white cross patterns anchored to the shallow (less than 1.5 meters deep) seafloor using 0.9 kilogram fishing weights; nine sub-aerial targets consisting of orange plastic five-gallon bucket lids (32 centimeter diameter) painted with a black “X” pattern and affixed in a horizontal orientation to vertical rebar stakes placed in areas of reef rubble to provide the targets with sufficient elevation to remain above the water surface; and two sub-aerial ground targets consisting of small (80 centimeter X 80 centimeter) square tarps with black-and-white cross patterns placed in the sand at the shoreline. The GCP positions were measured using post-processed kinematic (PPK) GPS, using corrections from a GPS base station (MK02) located approximately 1 kilometer from the study area. Reference coordinates for MK02 were established using the mean position derived from four static GPS occupations with durations greater than 4 hours submitted to the National Geodetic Survey Online Positioning User Service (NGS OPUS). The GCP positions are presented in a comma-delimited text file.</abstract>
      <purpose>These data were collected to characterize the morphology and rugosity of the shallow fringing coral reef off Waiakane, Molokai, Hawaii, as part of a larger USGS study of nearshore circulation and hydrodynamic properties of coral reefs. The point cloud can be used with geographic information systems (GIS) software or other three-dimensional analysis software for research purposes.</purpose>
      <supplinf>Additional information about the field activity from which these data were derived is available online at:
https://cmgds.marine.usgs.gov/fan_info.php?fan=2018-617-FA
Any use of trade, product, or firm names is for descriptive purposes only and does not imply endorsement by the U.S. Government.</supplinf>
    </descript>
    <timeperd>
      <timeinfo>
        <sngdate>
          <caldate>20180624</caldate>
        </sngdate>
      </timeinfo>
      <current>ground condition at time data were collected</current>
    </timeperd>
    <status>
      <progress>Complete</progress>
      <update>None planned</update>
    </status>
    <spdom>
      <bounding>
        <westbc>-157.15679</westbc>
        <eastbc>-157.15388</eastbc>
        <northbc>21.09352</northbc>
        <southbc>21.08451</southbc>
      </bounding>
    </spdom>
    <keywords>
      <theme>
        <themekt>ISO 19115 Topic Category</themekt>
        <themekey>imageryBaseMapsEarthCover</themekey>
      </theme>
      <theme>
        <themekt>Data Categories for Marine Planning</themekt>
        <themekey>Bathymetry and Elevation</themekey>
      </theme>
      <theme>
        <themekt>USGS Thesaurus</themekt>
        <themekey>topography</themekey>
        <themekey>topographic maps</themekey>
        <themekey>remote sensing</themekey>
        <themekey>geomorphology</themekey>
        <themekey>aerial photography</themekey>
        <themekey>image mosaics</themekey>
        <themekey>geospatial datasets</themekey>
        <themekey>structure from motion</themekey>
      </theme>
      <theme>
        <themekt>Marine Realms Information Bank (MRIB) keywords</themekt>
        <themekey>photography</themekey>
        <themekey>remote sensing</themekey>
        <themekey>aerial and satellite photography</themekey>
        <themekey>altimetry</themekey>
        <themekey>orthophotography</themekey>
        <themekey>coastal processes</themekey>
        <themekey>reef</themekey>
        <themekey>fringing reef</themekey>
        <themekey>coral reefs</themekey>
      </theme>
      <theme>
        <themekt>None</themekt>
        <themekey>U.S. Geological Survey</themekey>
        <themekey>USGS</themekey>
        <themekey>Coastal and Marine Hazards and Resources Program</themekey>
        <themekey>CHMRP</themekey>
        <themekey>Pacific Coastal and Marine Science Center</themekey>
        <themekey>PCMSC</themekey>
        <themekey>UAS</themekey>
        <themekey>Unmanned aerial system</themekey>
        <themekey>Structure-from-motion</themekey>
        <themekey>SfM</themekey>
      </theme>
      <theme>
        <themekt>USGS Metadata Identifier</themekt>
        <themekey>USGS:61ba8bbad34e9e224ac12fb7</themekey>
      </theme>
      <place>
        <placekt>Geographic Names Information System (GNIS)</placekt>
        <placekey>State of Hawaii</placekey>
        <placekey>Molokai</placekey>
        <placekey>Maui County</placekey>
        <placekey>Waiakane</placekey>
        <placekey>Kalohi Channel</placekey>
      </place>
    </keywords>
    <accconst>None</accconst>
    <useconst>USGS-authored or produced data and information are in the public domain from the U.S. Government and are freely redistributable with proper metadata and source attribution. Please recognize and acknowledge the U.S. Geological Survey as the originator(s) of the dataset and in products derived from these data. This information is not intended for navigation purposes.</useconst>
    <ptcontac>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey, Pacific Coastal and Marine Science Center</cntorg>
          <cntper>PCMSC Science Data Coordinator</cntper>
        </cntorgp>
        <cntaddr>
          <addrtype>mailing and physical</addrtype>
          <address>2885 Mission Street</address>
          <city>Santa Cruz</city>
          <state>CA</state>
          <postal>95060</postal>
        </cntaddr>
        <cntvoice>831-427-4747</cntvoice>
        <cntemail>pcmsc_data@usgs.gov</cntemail>
      </cntinfo>
    </ptcontac>
    <browse>
      <browsen>https://www.sciencebase.gov/catalog/file/get/61ba8bbad34e9e224ac12fb7?name=Waiakane_2018-06-24_GCP_browse.jpg&amp;allowOpen=true</browsen>
      <browsed>Photographs showing examples of ground control points used for the UAS survey.</browsed>
      <browset>JPEG</browset>
    </browse>
    <native>Microsoft Windows 10, Microsoft Excel, Notepad++ v 8.1.9.3, Trimble Access, Trimble Business Center.</native>
  </idinfo>
  <dataqual>
    <attracc>
      <attraccr>No formal attribute accuracy tests were conducted.</attraccr>
    </attracc>
    <logic>No formal logical accuracy tests were conducted.</logic>
    <complete>Dataset is considered complete for the information presented, as described in the abstract. Users are advised to read the rest of the metadata record carefully for additional details.</complete>
    <posacc>
      <horizpa>
        <horizpar>GCP positions were measured using a survey-grade dual-frequency GPS receiver operating in post-processed-kinematic (PPK) mode. The GPS receiver was placed on a 2-meter fixed-height rod and set to occupy each GCP for a minimum occupation time of one minute. The PPK corrections were referenced to a GPS base station occupying a temporary benchmark (MK02) located approximately 1 kilometer away from the study area. Reference coordinates for MK02 were established using the mean position derived from four static GPS occupations with durations greater than 4 hours each submitted to the National Geodetic Survey Online Positioning User Service (NGS OPUS). The standard deviation of the four OPUS-derived horizontal positions was 0.004 meters. The mean reported horizontal precision of the PPK measurements was 0.015 meters, (standard deviation of 0.002). Due to the submerged position of some GCPs and well as the effects of wave and water motion during GCP placement and measuring, we estimate an additional 0.050 meters of uncertainty with these measurements. The sum of these independent estimated uncertainties in quadrature results in a total estimated horizontal uncertainty of 0.052 meters.  Additional errors resulting from GCP disturbance by waves and currents during the survey are unknown.</horizpar>
      </horizpa>
      <vertacc>
        <vertaccr>GCP positions were measured using a survey-grade dual-frequency GPS receiver operating in post-processed-kinematic (PPK) mode. The GPS receiver was placed on a 2-meter fixed-height rod and set to occupy each GCP for a minimum occupation time of one minute. The PPK corrections were referenced to a GPS base station occupying a temporary benchmark (MK02) located approximately 1 kilometer away from the study area. Reference coordinates for MK02 were established using the mean position derived from four static GPS occupations with durations greater than 4 hours each submitted to the National Geodetic Survey Online Positioning User Service (NGS OPUS). The standard deviation of the four OPUS-derived vertical positions was 0.008 meters. The mean reported vertical precision of the PPK measurements was 0.028 meters, (standard deviation of 0.006). Due to the submerged position of some GCPs and well as the effects of wave and water motion during GCP placement and measuring, we estimate an additional 0.050 meters of uncertainty with these measurements. The sum of these independent estimated uncertainties in quadrature results in a total estimated horizontal uncertainty of 0.057 meters. Additional errors resulting from GCP disturbance by waves and currents during the survey are unknown.</vertaccr>
      </vertacc>
    </posacc>
    <lineage>
      <procstep>
        <procdesc>Survey control was established using twenty temporary ground control points (GCPs) distributed throughout the survey area. The GCPs were placed using a combination of kayaking, wading, and snorkeling. The GCPs consisted of: nine submerged targets consisting of small (80 centimeter X 80 centimeter) square tarps with black-and-white cross patterns anchored to the shallow (less than 1.5 meters deep) seafloor using 0.9 kilogram fishing weights; nine sub-aerial targets consisting of orange plastic five-gallon bucket lids (32 centimeter diameter) painted with a black “X” pattern and affixed in a horizontal orientation to vertical rebar stakes placed in areas of reef rubble to provide the targets with sufficient elevation to remain above the water surface during the survey; and two sub-aerial ground targets consisting of small (80 centimeter X 80 centimeter) square tarps with black-and-white cross patterns placed in the sand at the shoreline. Two of the submerged targets were disturbed by waves or currents during the survey and were not used for SfM processing. All GCP positions were measured using post-processed kinematic (PPK) GPS, using corrections from a GPS base station on a temporary benchmark (MK02) located approximately 1 kilometer away from the study area. Reference coordinates for MK02 were established using the mean position derived from four static GPS occupations with durations greater than 4 hours submitted to the National Geodetic Survey Online Positioning User Service (NGS OPUS).</procdesc>
        <procdate>20180624</procdate>
        <proccont>
          <cntinfo>
            <cntperp>
              <cntper>Joshua Logan</cntper>
              <cntorg>U.S. Geological Survey, Pacific Coastal and Marine Science Center</cntorg>
            </cntperp>
            <cntaddr>
              <addrtype>mailing and physical</addrtype>
              <address>2885 Mission Street</address>
              <city>Santa Cruz</city>
              <state>CA</state>
              <postal>95060</postal>
            </cntaddr>
            <cntvoice>831-460-7519</cntvoice>
            <cntemail>jlogan@usgs.gov</cntemail>
          </cntinfo>
        </proccont>
      </procstep>
    </lineage>
  </dataqual>
  <spdoinfo>
    <direct>Point</direct>
    <ptvctinf>
      <sdtsterm>
        <sdtstype>Point</sdtstype>
        <ptvctcnt>21</ptvctcnt>
      </sdtsterm>
    </ptvctinf>
  </spdoinfo>
  <spref>
    <horizsys>
      <planar>
        <gridsys>
          <gridsysn>Universal Transverse Mercator</gridsysn>
          <utm>
            <utmzone>4</utmzone>
            <transmer>
              <sfctrmer>0.9996</sfctrmer>
              <longcm>-159.0</longcm>
              <latprjo>0.0</latprjo>
              <feast>500000.0</feast>
              <fnorth>0.0</fnorth>
            </transmer>
          </utm>
        </gridsys>
        <planci>
          <plance>coordinate pair</plance>
          <coordrep>
            <absres>0.001</absres>
            <ordres>0.001</ordres>
          </coordrep>
          <plandu>meters</plandu>
        </planci>
      </planar>
      <geodetic>
        <horizdn>NAD83 (National Spatial Reference System PA11) (EPSG:6322)</horizdn>
        <ellips>GRS 1980 (EPSG:7019)</ellips>
        <semiaxis>6378137.0</semiaxis>
        <denflat>298.257222101</denflat>
      </geodetic>
    </horizsys>
    <vertdef>
      <altsys>
        <altdatum>GRS 1980 Ellipsoid (EPSG:7019)</altdatum>
        <altres>0.001</altres>
        <altunits>meters</altunits>
        <altenc>Explicit elevation coordinate included with horizontal coordinates</altenc>
      </altsys>
    </vertdef>
  </spref>
  <eainfo>
    <detailed>
      <enttyp>
        <enttypl>Attribute Table</enttypl>
        <enttypd>Table containing attribute information associated with the dataset</enttypd>
        <enttypds>Producer defined</enttypds>
      </enttyp>
      <attr>
        <attrlabl>pid</attrlabl>
        <attrdef>Point ID</attrdef>
        <attrdefs>producer defined</attrdefs>
        <attrdomv>
          <udom>A unique identification code for the point.</udom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>northing_utmz4_m</attrlabl>
        <attrdef>Northing coordinate of data point relative to the NAD83 (National Spatial Reference System PA11) datum, projected in the Universal Transverse Mercator (UTM) Zone 4 North coordinate system, meters (EPSG:6634)</attrdef>
        <attrdefs>Producer defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>2332953.915</rdommin>
            <rdommax>2333555.097</rdommax>
            <attrunit>meters</attrunit>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>easting_utmz4_m</attrlabl>
        <attrdef>Easting coordinate of data point relative to the NAD83 (National Spatial Reference System PA11) datum, projected in the Universal Transverse Mercator (UTM) Zone 4 North coordinate system, meters (EPSG:6634)</attrdef>
        <attrdefs>Producer defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>691572.329</rdommin>
            <rdommax>692112.683</rdommax>
            <attrunit>meters</attrunit>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>ellipsoid_ht_m</attrlabl>
        <attrdef>Ellipsoid height in meters, referenced to the GRS 1980 ellipsoid (EPSG:7019).</attrdef>
        <attrdefs>Producer defined</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>-0.995</rdommin>
            <rdommax>1.959</rdommax>
            <attrunit>meters</attrunit>
          </rdom>
        </attrdomv>
      </attr>
    </detailed>
  </eainfo>
  <distinfo>
    <distrib>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey - ScienceBase</cntorg>
        </cntorgp>
        <cntaddr>
          <addrtype>mailing address</addrtype>
          <address>Denver Federal Center, Building 810, Mail Stop 302</address>
          <city>Denver</city>
          <state>CO</state>
          <postal>80225</postal>
          <country>United States</country>
        </cntaddr>
        <cntvoice>1-888-275-8747</cntvoice>
        <cntemail>sciencebase@usgs.gov</cntemail>
      </cntinfo>
    </distrib>
    <resdesc>The GCP locations are available in comma-delimited text format (Waiakane_2018-06-24_GCP.csv).</resdesc>
    <distliab>Unless otherwise stated, all data, metadata and related materials are considered to satisfy the quality standards relative to the purpose for which the data were collected. Although these data and associated metadata have been reviewed for accuracy and completeness and approved for release by the U.S. Geological Survey (USGS), no warranty expressed or implied is made regarding the display or utility of the data on any other system or for general or scientific purposes, nor shall the act of distribution constitute any such warranty.</distliab>
    <stdorder>
      <digform>
        <digtinfo>
          <formname>comma-delimited text</formname>
          <formvern>Notepad++ v 8.1.9.3</formvern>
          <formcont>The csv file contains coordinates of ground control point locations.</formcont>
          <filedec>No compression applied</filedec>
          <transize>0.001</transize>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://www.sciencebase.gov/catalog/file/get/61ba8bbad34e9e224ac12fb7?name=Waiakane_2018-06-24_GCP.csv</networkr>
                <networkr>https://www.sciencebase.gov/catalog/item/61ba8bbad34e9e224ac12fb7</networkr>
                <networkr>https://doi.org/10.5066/P9XZT1FK</networkr>
              </networka>
            </computer>
            <accinstr>Data can be downloaded using the Network_Resource_Name links. The first link is a direct link to the comma-delimited text file. The second link points to a landing page with the comma-delimited text file, metadata, and a browse image. The third link points to the landing page for the entire data release, including links to pages of the various data files.</accinstr>
          </onlinopt>
        </digtopt>
      </digform>
      <fees>None.</fees>
    </stdorder>
    <techpreq>The downloadable data file is available in comma-separated values (CSV) spreadsheet format. Text editing software can be used to open the file, as well as spreadsheet programs, such as Microsoft Excel.</techpreq>
  </distinfo>
  <metainfo>
    <metd>20220321</metd>
    <metc>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey, Pacific Coastal and Marine Science Center</cntorg>
          <cntper>PCMSC Science Data Coordinator</cntper>
        </cntorgp>
        <cntaddr>
          <addrtype>mailing and physical</addrtype>
          <address>2885 Mission Street</address>
          <city>Santa Cruz</city>
          <state>CA</state>
          <postal>95060</postal>
        </cntaddr>
        <cntvoice>831-427-4747</cntvoice>
        <cntemail>pcmsc_data@usgs.gov</cntemail>
      </cntinfo>
    </metc>
    <metstdn>Content Standard for Digital Geospatial Metadata</metstdn>
    <metstdv>FGDC-STD-001-1998</metstdv>
  </metainfo>
</metadata>
