<?xml version="1.0" encoding="UTF-8"?>
<metadata>
  <idinfo>
    <citation>
      <citeinfo>
        <origin>Kara S. Doran</origin>
        <origin>Justin J. Birchler</origin>
        <origin>Joshua M. Pardun</origin>
        <pubdate>20260115</pubdate>
        <title>2020 Post-Sally Gulf Coast (AL, FL, MS) USACE Lidar-Derived Dune Crest, Toe and Shoreline</title>
        <geoform>tabular digital data</geoform>
        <lworkcit>
          <citeinfo>
            <origin>Kara S. Doran</origin>
            <origin>Joseph W. Long</origin>
            <origin>Justin J. Birchler</origin>
            <origin>Owen T. Brenner</origin>
            <origin>Matthew W. Hardy</origin>
            <origin>Karen L.M. Morgan</origin>
            <origin>Hilary F. Stockdon</origin>
            <origin>Miguel Loubriel Torres</origin>
            <pubdate>20170805</pubdate>
            <title>Lidar-derived Beach Morphology (Dune Crest, Dune Toe, and Shoreline) for U.S. Sandy Coastlines</title>
            <edition>7.0</edition>
            <serinfo>
              <sername>U.S. Geological Survey data release</sername>
              <issue>doi:10.5066/F7GF0S0Z</issue>
            </serinfo>
            <pubinfo>
              <pubplace>St. Petersburg, Florida</pubplace>
              <publish>U.S. Geological Survey - St. Petersburg Coastal and Marine Science Center</publish>
            </pubinfo>
            <onlink>https://doi.org/10.5066/F7GF0S0Z</onlink>
          </citeinfo>
        </lworkcit>
      </citeinfo>
    </citation>
    <descript>
      <abstract>The storm-induced Coastal Change Hazards component of the Technical Capabilities and Applications project focuses on understanding the magnitude and variability of extreme storm impacts on sandy beaches. Light detection and ranging (lidar)-derived beach morphologic features such as dune crest, toe, and shoreline help define the vulnerability of the beach to storm impacts. This dataset defines the elevation and position of the seaward-most dune crest and toe and the mean high-water shoreline derived from the 2020 Post-Sally United States Army Corps of Engineers (USACE) Gulf Coast lidar survey. Beach width is included and is defined as the distance between the dune toe and shoreline along a cross-shore profile. The beach slope is calculated using this beach width and the elevation of the shoreline and dune toe.</abstract>
      <purpose>To provide data on the morphology of U.S. sandy beaches. Data were collected during U.S. Geological Survey (USGS) field activity number (FAN) 2020-304-DD; additional survey details are available on the Coastal and Marine Geoscience Data Systems (CMGDS), at https://cmgds.marine.usgs.gov/services/activity.php?fan=2020-304-DD.</purpose>
    </descript>
    <timeperd>
      <timeinfo>
        <rngdates>
          <begdate>20200922</begdate>
          <enddate>20201013</enddate>
        </rngdates>
      </timeinfo>
      <current>ground condition</current>
    </timeperd>
    <status>
      <progress>Complete</progress>
      <update>None planned</update>
    </status>
    <spdom>
      <bounding>
        <westbc>-88.986580</westbc>
        <eastbc>-85.169948</eastbc>
        <northbc>30.398289</northbc>
        <southbc>29.657028</southbc>
      </bounding>
    </spdom>
    <keywords>
      <theme>
        <themekt>USGS Metadata Identifier</themekt>
        <themekey>USGS:c3d76075-601c-4f6d-a88c-7af0d5d03ddc</themekey>
      </theme>
      <theme>
        <themekt>None</themekt>
        <themekey>U.S. Geological Survey</themekey>
        <themekey>USGS</themekey>
        <themekey>St. Petersburg Coastal and Marine Science Center</themekey>
        <themekey>SPCMSC</themekey>
        <themekey>Coastal and Marine Hazards and Resources Program</themekey>
        <themekey>CMHRP</themekey>
      </theme>
      <theme>
        <themekt>ISO 19115 Topic Category</themekt>
        <themekey>geoscientificInformation</themekey>
        <themekey>elevation</themekey>
        <themekey>environment</themekey>
        <themekey>oceans</themekey>
      </theme>
      <theme>
        <themekt>USGS Thesaurus</themekt>
        <themekey>hazards</themekey>
        <themekey>marine geology</themekey>
        <themekey>ocean sciences</themekey>
        <themekey>coastal processes</themekey>
        <themekey>lidar</themekey>
        <themekey>geomorphology</themekey>
        <themekey>hurricanes</themekey>
      </theme>
      <place>
        <placekt>Geographic Names Information System (GNIS)</placekt>
        <placekey>Gulf of America</placekey>
        <placekey>Mississippi</placekey>
        <placekey>Alabama</placekey>
        <placekey>Florida</placekey>
      </place>
    </keywords>
    <accconst>No access constraints. Please see 'Distribution Information' for details.</accconst>
    <useconst>These data are marked with a Creative Commons CC0 1.0 Universal License. These data are in the public domain and do not have any use constraints. Users are advised to read the dataset's metadata thoroughly to understand appropriate use and data limitations.</useconst>
    <ptcontac>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey</cntorg>
          <cntper>Kara S. Doran</cntper>
        </cntorgp>
        <cntaddr>
          <addrtype>mailing and physical</addrtype>
          <address>600 4th Street South</address>
          <city>Saint Petersburg</city>
          <state>FL</state>
          <postal>33701</postal>
          <country>UNITED STATES</country>
        </cntaddr>
        <cntvoice>727-502-8117</cntvoice>
        <cntfax>727-502-8001</cntfax>
        <cntemail>kdoran@usgs.gov</cntemail>
      </cntinfo>
    </ptcontac>
    <native>Microsoft Windows 11 Version 23H2; ArcGIS Pro 3.5.5; MATLAB 2024b</native>
    <crossref>
      <citeinfo>
        <origin>Stockdon, H.F., Doran, K.J., Thompson, D.M., Sopkin, K.L., Plant, N.G., and Sallenger, A.H.</origin>
        <pubdate>20120501</pubdate>
        <title>National Assessment of Hurricane-Induced Coastal Erosion Hazards: Gulf of Mexico</title>
        <geoform>vector digital data</geoform>
        <serinfo>
          <sername>U.S. Geological Survey Open-File Report</sername>
          <issue>2012-1084</issue>
        </serinfo>
        <pubinfo>
          <pubplace>Reston, VA</pubplace>
          <publish>U.S. Geological Survey</publish>
        </pubinfo>
        <onlink>https://doi.org/10.3133/ofr20121084</onlink>
      </citeinfo>
    </crossref>
  </idinfo>
  <dataqual>
    <logic>Morphologic features were reviewed for quality assurance/quality control (QA/QC) in ArcGIS Pro and edited in MATLAB, as needed. Gaps and anomalies in the data result from data coverage or QA/QC procedures, which are detailed in Stockdon and others (2012).</logic>
    <complete>This dataset is considered complete for the information presented as described in the abstract section. Users are advised to read the rest of the metadata record carefully for additional details.</complete>
    <posacc>
      <horizpa>
        <horizpar>Horizontal accuracy is estimated for shorelines only by calculating the 95% confidence interval of the regression line through the shoreline position and is dependent on foreshore slope, scatter in the lidar data points, and specified lidar point uncertainty. Horizontal coordinates were projected to the World Geodetic System of 1984 (WGS84) coordinate system with a resolution of 10 meters (m) in the longshore direction and 2.5 m in the cross-shore direction.</horizpar>
      </horizpa>
      <vertacc>
        <vertaccr>Vertical accuracy is determined for each dune crest and toe value based upon the scatter of data in the lidar grid cell. Vertical coordinates were projected to the North American Vertical Datum of 1988 (NAVD88) coordinates system with a resolution of 10 centimeters.</vertaccr>
      </vertacc>
    </posacc>
    <lineage>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>United States Army Corps of Engineers)</origin>
            <pubdate>2020</pubdate>
            <title>2020 USACE NCMP Post Sally Topobathy Lidar: Gulf Coast (AL, FL, MS)</title>
            <onlink>https://www.fisheries.noaa.gov/inport/item/64384/</onlink>
          </citeinfo>
        </srccite>
        <typesrc>Online digital data</typesrc>
        <srctime>
          <timeinfo>
            <rngdates>
              <begdate>20200922</begdate>
              <enddate>20201013</enddate>
            </rngdates>
          </timeinfo>
          <srccurr>ground condition</srccurr>
        </srctime>
        <srccitea>2020-304-DD</srccitea>
        <srccontr>A lidar survey that was used to estimate dune morphology variables.</srccontr>
      </srcinfo>
      <procstep>
        <procdesc>Elevation data points from the lidar survey were interpolated in MATLAB 2024b to a gridded domain (segment) that was rotated parallel to the shoreline and had a resolution of 10 meters (m) in the longshore direction and 2.5 m in the cross-shore direction. The interpolation method applies spatial filtering with a Hanning window that is twice as wide as the grid resolution. Dune crest, toe and shoreline are extracted from the elevation grid in MATLAB every 10 m alongshore (each grid row is a profile). For details on feature extraction see: Stockdon and others (2012). The dataset was then converted to a comma-separated values file (.csv) for publication in this data release (Doran and others, 2017).</procdesc>
        <srcused>2020-304-DD</srcused>
        <procdate>20260115</procdate>
        <srcprod>2020-304-DD_morphology.csv</srcprod>
      </procstep>
    </lineage>
  </dataqual>
  <spdoinfo>
    <direct>Point</direct>
    <ptvctinf>
      <sdtsterm>
        <sdtstype>Point</sdtstype>
        <ptvctcnt>125109</ptvctcnt>
      </sdtsterm>
    </ptvctinf>
  </spdoinfo>
  <spref>
    <horizsys>
      <geograph>
        <latres>0.0197843295</latres>
        <longres>0.0229959585</longres>
        <geogunit>Decimal degrees</geogunit>
      </geograph>
      <geodetic>
        <horizdn>D WGS 1984</horizdn>
        <ellips>WGS 1984</ellips>
        <semiaxis>6378137.0</semiaxis>
        <denflat>298.2572235</denflat>
      </geodetic>
    </horizsys>
    <vertdef>
      <altsys>
        <altdatum>North American Vertical Datum of 1988</altdatum>
        <altres>0.0001</altres>
        <altunits>meter</altunits>
        <altenc>Attribute values</altenc>
      </altsys>
    </vertdef>
  </spref>
  <eainfo>
    <detailed>
      <enttyp>
        <enttypl>2020-304-DD_morphology.csv</enttypl>
        <enttypd>Dune crest, toe and shoreline, beach width and mean beach slope. See the accompanying data dictionary (Data dictionary for lidar.docx) for more details about the numbering system for the state, segment, and profile fields.</enttypd>
        <enttypds>USGS</enttypds>
      </enttyp>
      <attr>
        <attrlabl>state</attrlabl>
        <attrdef>State segment file identification (ID) number.</attrdef>
        <attrdefs>USGS</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>4</rdommin>
            <rdommax>6</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>segment</attrlabl>
        <attrdef>Segment ID number.</attrdef>
        <attrdefs>USGS</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>1</rdommin>
            <rdommax>47</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>profile</attrlabl>
        <attrdef>Grid row number corresponding to a cross-shore profile location.</attrdef>
        <attrdefs>USGS</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>1</rdommin>
            <rdommax>2706</rdommax>
          </rdom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>lon</attrlabl>
        <attrdef>Feature location longitude (WGS84).</attrdef>
        <attrdefs>USGS</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>-88.986580</rdommin>
            <rdommax>-85.169948</rdommax>
            <attrunit>decimal degrees</attrunit>
          </rdom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>999</edomv>
            <edomvd>Null value</edomvd>
            <edomvds>USGS</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>lat</attrlabl>
        <attrdef>Feature location latitude (WGS84).</attrdef>
        <attrdefs>USGS</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>29.657028</rdommin>
            <rdommax>30.398289</rdommax>
            <attrunit>decimal degrees</attrunit>
          </rdom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>999</edomv>
            <edomvd>Null value</edomvd>
            <edomvds>USGS</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>x</attrlabl>
        <attrdef>Cross-shore feature location.</attrdef>
        <attrdefs>USGS</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>-1125.4108</rdommin>
            <rdommax>1238.4738</rdommax>
            <attrunit>meters</attrunit>
          </rdom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>999</edomv>
            <edomvd>Null value</edomvd>
            <edomvds>USGS</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>z</attrlabl>
        <attrdef>Feature elevation (NAVD88). For shorelines, it is the mean high-water elevation.</attrdef>
        <attrdefs>USGS</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>0.23</rdommin>
            <rdommax>15.4713</rdommax>
            <attrunit>meters</attrunit>
          </rdom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>999</edomv>
            <edomvd>Null value</edomvd>
            <edomvds>USGS</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>x_err</attrlabl>
        <attrdef>95% confidence interval for the cross-shore shoreline position (NAVD88).</attrdef>
        <attrdefs>USGS</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>0</rdommin>
            <rdommax>19.2005</rdommax>
            <attrunit>meters</attrunit>
          </rdom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>999</edomv>
            <edomvd>Null value</edomvd>
            <edomvds>USGS</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>z_err</attrlabl>
        <attrdef>Root mean squared vertical error of dune crest or toe (NAVD88).</attrdef>
        <attrdefs>USGS</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>0.0089</rdommin>
            <rdommax>3.1156</rdommax>
            <attrunit>meters</attrunit>
          </rdom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>999</edomv>
            <edomvd>Null value</edomvd>
            <edomvds>USGS</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>beach_width</attrlabl>
        <attrdef>Distance between dune toe and shoreline (NAVD88).</attrdef>
        <attrdefs>USGS</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>4.8955</rdommin>
            <rdommax>588.5541</rdommax>
            <attrunit>meters</attrunit>
          </rdom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>999</edomv>
            <edomvd>Null value</edomvd>
            <edomvds>USGS</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>slope</attrlabl>
        <attrdef>Mean beach slope calculated between dune toe and shoreline (NAVD88).</attrdef>
        <attrdefs>USGS</attrdefs>
        <attrdomv>
          <rdom>
            <rdommin>0.0011</rdommin>
            <rdommax>0.2384</rdommax>
            <attrunit>radians</attrunit>
          </rdom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>999</edomv>
            <edomvd>Null value</edomvd>
            <edomvds>USGS</edomvds>
          </edom>
        </attrdomv>
      </attr>
      <attr>
        <attrlabl>feature_type</attrlabl>
        <attrdef>An identifier for the type of feature in the table entry.</attrdef>
        <attrdefs>USGS</attrdefs>
        <attrdomv>
          <edom>
            <edomv>DC</edomv>
            <edomvd>Dune Crest</edomvd>
            <edomvds>USGS</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>DT</edomv>
            <edomvd>Dune Toe</edomvd>
            <edomvds>USGS</edomvds>
          </edom>
        </attrdomv>
        <attrdomv>
          <edom>
            <edomv>SL</edomv>
            <edomvd>Shoreline</edomvd>
            <edomvds>USGS</edomvds>
          </edom>
        </attrdomv>
      </attr>
    </detailed>
    <overview>
      <eaover>The detailed attribute descriptions for the state, segment, and profile fields are included in an accompanying data dictionary (Data dictionary for lidar.docx). These metadata are not complete without this file.</eaover>
      <eadetcit>The entity and attribute information were generated by the individual and/or agency identified as the originator of the dataset. Please review the rest of the metadata record for additional details and information.</eadetcit>
    </overview>
  </eainfo>
  <distinfo>
    <distrib>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey, St. Petersburg Coastal and Marine Science Center</cntorg>
          <cntper>USGS SPCMSC Data Management</cntper>
        </cntorgp>
        <cntaddr>
          <addrtype>mailing and physical</addrtype>
          <address>600 4th Street South</address>
          <city>Saint Petersburg</city>
          <state>FL</state>
          <postal>33701</postal>
        </cntaddr>
        <cntvoice>727-502-8000</cntvoice>
        <cntemail>gs-g-spcmsc_data_inquiries@usgs.gov</cntemail>
      </cntinfo>
    </distrib>
    <resdesc>2020-304-DD_morphology.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 for other purposes, nor on all computer systems, nor shall the act of distribution constitute any such warranty. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government..</distliab>
    <stdorder>
      <digform>
        <digtinfo>
          <formname>comma-delimited text</formname>
          <filedec>The data download file is compressed and must be unzipped using software such as WinZip, 7zip, Peazip or pkUnzip before use.</filedec>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://coastal.er.usgs.gov/data-release/doi-F7GF0S0Z/data/2020-304-DD_morphology.zip</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <fees>none</fees>
    </stdorder>
  </distinfo>
  <metainfo>
    <metd>20260115</metd>
    <metc>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey, St. Petersburg Coastal and Marine Science Center</cntorg>
          <cntper>USGS SPCMSC Data Management</cntper>
        </cntorgp>
        <cntaddr>
          <addrtype>mailing and physical</addrtype>
          <address>600 4th Street South</address>
          <city>Saint Petersburg</city>
          <state>FL</state>
          <postal>33701</postal>
        </cntaddr>
        <cntvoice>727-502-8000</cntvoice>
        <cntemail>gs-g-spcmsc_data_inquiries@usgs.gov</cntemail>
      </cntinfo>
    </metc>
    <metstdn>Content Standard for Digital Geospatial Metadata</metstdn>
    <metstdv>FGDC-STD-001-1998</metstdv>
    <mettc>local time</mettc>
  </metainfo>
</metadata>
