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      <catalog-item-id>67613</catalog-item-id>
      <title>1885 - 2021 USGS CoNED Topobathy DEM (Compiled 2022): Northern Gulf of Mexico</title>
      <short-name>ngom2022_coned_m9562_metadata</short-name>
      <catalog-item-type>Data Set</catalog-item-type>
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      <parent-catalog-item-id>49404</parent-catalog-item-id>
      <parent-title>DEMs - partner (no harvest)</parent-title>
      <parent-catalog-item-type>Project</parent-catalog-item-type>
      <status>Completed</status>
      <creation-date>2022</creation-date>
      <publication-date>2022-05-31</publication-date>
      <abstract>To support U.S. Army Corps of Engineers (USACE) storm surge modeling for the Louisiana Coastal Protection and Restoration Authority (CPRA), Lowermost Mississippi River Management Program (LMRMP), the U.S. Geological Survey (USGS) Coastal National Elevation Database (CoNED) Applications Project has created an integrated 1-meter topobathymetric digital elevation model (TBDEM) for the Northern Gulf of Mexico (NGOM)-2.  High-resolution coastal topobathymetric data are required to model flooding, storms, and sea-level rise inundation hazard zones and other earth science applications, such as the development of sediment transport and storm surge models. The new TBDEM consists of the best available multi-source topographic and bathymetric elevation data for the region including neighboring islands, bays, marsh, waterways, and inlets. The NGOM-2 TBDEM integrates 286 different data sources including topographic and bathymetric data, such as lidar point clouds and acoustic surveys obtained from USGS 3D Elevation Program (3DEP), the National Oceanic and Atmospheric Administration, USACE, U.S. Department of Agriculture Natural Resources Conservation Service, Louisiana CPRA, Louisiana Department of Transportation, Lake Pontchartrain Basin Foundation, and the Texas Natural Resources Information System. The topographic and bathymetric surveys were sorted and prioritized based on survey date, accuracy, spatial distribution, and point density to develop a model based on the best available elevation and bathymetric data. Because bathymetric data are typically referenced to tidal datums, such as Mean High Water or Mean Low Water, all tidally referenced heights were transformed into orthometric heights based on the GEOID12B datum, which is normally used for mapping elevation on land using the North American Vertical Datum of 1988. The spatial horizontal resolution is 1-meter. The general location ranges from the old river control structure on the Mississippi River in the north to the Mississippi River delta in the south and extending from the Texas/Louisiana border on the west to the Alabama/Florida border on the east. The overall temporal range of the input topography and bathymetry is 1885 to 2021 with a maximum depth extending to 2,358 meters. The topography surveys are from 2002-2020.  The bathymetry surveys were acquired between 1885 and 2021.  The data release and all related items of information were prepared by USGS through a sub-contract with the Louisiana Coastal Protection and Restoration Authority, who was funded under Award No. GNTCP18LA0035 from the Gulf Coast Ecosystem Restoration Council (RESTORE Council). The data, statements, findings, conclusions, and recommendations are those of the author[s] and do not necessarily reflect any determinations, views, or policies of the RESTORE Council.  This data release was also co-funded by the USGS Coastal and Marine Hazards and Resources Program (CMHRP) for the Northern Gulf of Mexico (NGOM2).</abstract>
      <purpose>As a collaboration between the U.S. Geological Survey (USGS) Coastal and Marine Hazards and Resources Program, the USGS National Geospatial Program, and the National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information, the USGS Coastal National Elevation Database (CoNED) Applications Project integrates disparate light detection and ranging (lidar) and bathymetric data sources into a common three-dimensional (3D) database aligned both vertically and horizontally to a common reference system. The CoNED ProjectÃ¢Â&#x80;Â&#x99;s topobathymetric digital elevation model (TBDEM) development is focused on select regions around the United States Coast, such as the Northern Gulf of Mexico, Coastal Carolinas, Northeast, California Coast, Pacific Northwest, and the North Slope of Alaska. CoNED Project TBDEMs provide a required seamless elevation product for several science application studies, such as shoreline delineation, coastal inundation mapping, sediment-transport, sea-level rise, storm surge models, tsunami impact assessment, and to analyze the impact of various climate change scenarios on coastal regions. The raster TBDEM product, the Federal Geographic Data Committee metadata, spatially referenced metadata, data management plan, and the spatial metadata data dictionary are contained in the downloadable bundle. Spatially referenced metadata are encompassed within a geodatabase and geospatial map package that contain footprints for each of the input source areas. References: Danielson, J.J., Poppenga, S.K., Brock, J.C., Evans, G.A., Tyler, D.J., Gesch, D.B., Thatcher, C.A., and Barras, J.A. , 2016, Topobathymetric elevation model development using a new methodology-Coastal National Elevation Database: Journal of Coastal Research, SI no. 76, p. 75-89, at http://dx.doi.org/10.2112/SI76-008. Thatcher, C.A., Brock, J.C., Danielson, J.J., Poppenga, S.K., Gesch, D.B., Palaseanu-Lovejoy, M.E., Barras, J.A., Evans, G.A., and Gibbs, A.E., 2016, Creating a Coastal National Elevation Database (CoNED) for science and conservation applications: Journal of Coastal Research, SI no. 76, p. 64-74, at http://dx.doi.org/10.2112/SI76-007. Gesch, Dean B., Oimoen, Michael J., and Evans, Gayla A., 2014, Accuracy assessment of the U.S. Geological Survey National Elevation Dataset, and comparison with other large-area elevation datasets-SRTM and ASTER: U.S. Geological Survey Open-File Report 2014-1008, 10 p., at http://dx.doi.org/10.3133/ofr20141008. Sugarbaker, L.J., Constance, E.W., Heidemann, H.K., Jason, A.L., Lukas, Vicki, Saghy, D.L., and Stoker, J.M., 2014, The 3D Elevation Program initiativeÃ¢Â&#x80;Â&#x94;A call for action: U.S. Geological Survey Circular 1399, 35 p Carswell, W.J., Jr., 2013, The 3D Elevation ProgramÃ¢Â&#x80;Â&#x94;Summary for California: U.S. Geological Survey Fact Sheet 2013Ã¢Â&#x80;Â&#x93;3056, 2 p., http://pubs.usgs.gov/fs/2013/3056/</purpose>
      <supplemental-information>The data obtained through ScienceBase at https://www.sciencebase.gov/catalog/item/61df2301d34ed79294021f13 are considered to be the "best available" data from the USGS. For questions on distribution, please refer to the Distribution Section, Contact Information. For processing, please refer to the Data Quality Section, Processing Step, Contact Information.</supplemental-information>
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         <keyword-type>Spatial</keyword-type>
         <thesaurus>U.S. Department of Commerce, 1987, Codes for the identification of the States, the District of Columbia and the outlying areas of the United States, and associated areas (Federal Information Processing Standard 5-2): Washington, D.C., National Instit</thesaurus>
         <keyword>Alabama</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>U.S. Department of Commerce, 1987, Codes for the identification of the States, the District of Columbia and the outlying areas of the United States, and associated areas (Federal Information Processing Standard 5-2): Washington, D.C., National Instit</thesaurus>
         <keyword>FL</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>U.S. Department of Commerce, 1987, Codes for the identification of the States, the District of Columbia and the outlying areas of the United States, and associated areas (Federal Information Processing Standard 5-2): Washington, D.C., National Instit</thesaurus>
         <keyword>Florida</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>U.S. Department of Commerce, 1987, Codes for the identification of the States, the District of Columbia and the outlying areas of the United States, and associated areas (Federal Information Processing Standard 5-2): Washington, D.C., National Instit</thesaurus>
         <keyword>LA</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>U.S. Department of Commerce, 1987, Codes for the identification of the States, the District of Columbia and the outlying areas of the United States, and associated areas (Federal Information Processing Standard 5-2): Washington, D.C., National Instit</thesaurus>
         <keyword>Louisiana</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>U.S. Department of Commerce, 1987, Codes for the identification of the States, the District of Columbia and the outlying areas of the United States, and associated areas (Federal Information Processing Standard 5-2): Washington, D.C., National Instit</thesaurus>
         <keyword>MS</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>U.S. Department of Commerce, 1987, Codes for the identification of the States, the District of Columbia and the outlying areas of the United States, and associated areas (Federal Information Processing Standard 5-2): Washington, D.C., National Instit</thesaurus>
         <keyword>Mississippi</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>U.S. Department of Commerce, 1987, Codes for the identification of the States, the District of Columbia and the outlying areas of the United States, and associated areas (Federal Information Processing Standard 5-2): Washington, D.C., National Instit</thesaurus>
         <keyword>TX</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>U.S. Department of Commerce, 1987, Codes for the identification of the States, the District of Columbia and the outlying areas of the United States, and associated areas (Federal Information Processing Standard 5-2): Washington, D.C., National Instit</thesaurus>
         <keyword>Texas</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>U.S. Department of Commerce, 1995, Countries, dependencies, areas of special sovereignty, and their principal administrative divisions, Federal Information Processing Standard 10-4,): Washington, D.C., National Institute of Standards and Technology</thesaurus>
         <keyword>U.S.</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>U.S. Department of Commerce, 1995, Countries, dependencies, areas of special sovereignty, and their principal administrative divisions, Federal Information Processing Standard 10-4,): Washington, D.C., National Institute of Standards and Technology</thesaurus>
         <keyword>US</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>U.S. Department of Commerce, 1995, Countries, dependencies, areas of special sovereignty, and their principal administrative divisions, Federal Information Processing Standard 10-4,): Washington, D.C., National Institute of Standards and Technology</thesaurus>
         <keyword>USA</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <thesaurus>U.S. Department of Commerce, 1995, Countries, dependencies, areas of special sovereignty, and their principal administrative divisions, Federal Information Processing Standard 10-4,): Washington, D.C., National Institute of Standards and Technology</thesaurus>
         <keyword>United States</keyword>
      </keyword>
      <keyword controlled="No">
         <keyword-type>Spatial</keyword-type>
         <keyword>Gulf of Mexico</keyword>
      </keyword>
   </keywords>
   <physical-location>
      <organization>Office for Coastal Management</organization>
      <city>Charleston</city>
      <state-province>SC</state-province>
   </physical-location>
   <data-set-information>
      <data-set-scope-code>Data Set</data-set-scope-code>
      <data-set-type>Elevation</data-set-type>
      <maintenance-frequency>As Needed</maintenance-frequency>
      <data-presentation-form>Raster Digital Data Set</data-presentation-form>
      <entity-attribute-detail-citation>Danielson, J.J., Tyler, D.J., Cushing, W.M., Barra, J.A., Poppenga, S.K., Beverly, S.D., and Shogib, R., 2022, Topobathymetric Model of the Northern Gulf of Mexico, 1885 to 2021: U.S. Geological Survey data release, https://doi.org/10.5066/P99JULDN.</entity-attribute-detail-citation>
      <distribution-liability>Although these data have been processed successfully on a computer system at the USGS, no warranty expressed or implied is made by the USGS regarding the use of the data on any other system, nor does the act of distribution constitute any such warranty. Data may have been compiled from various outside sources. Spatial information may not meet National Map Accuracy Standards. This information may be updated without notification. The USGS shall not be liable for any activity involving these data, installation, fitness of the data for a particular purpose, its use, or analyses results.
Any conclusions drawn from the analysis of this information are not the responsibility of NOAA, the Office for Coastal Management or its partners.</distribution-liability>
      <data-set-credit>Please refer to the Data Quality Section, Source Citations for original source data information., Danielson, J.J. Tyler, D.J. Cushing, W.M. Barra, J.A. Poppenga, S.K. Beverly, S.D. Shogib, R.</data-set-credit>
   </data-set-information>
   <entity-attribute-information partial-listing="No" total-count="0"/>
   <support-roles>
      <support-role cc-id="1179373" in-effect="Yes">
         <support-role-type>Data Steward</support-role-type>
         <from-date>2022</from-date>
         <contact-type>Organization</contact-type>
         <contact-name>NOAA Office for Coastal Management</contact-name>
         <contact-noaa-acronym>NOAA/OCM</contact-noaa-acronym>
         <contact-email>coastal.info@noaa.gov</contact-email>
         <contact-address>2234 South Hobson Ave</contact-address>
         <contact-address-city>Charleston</contact-address-city>
         <contact-address-state>SC</contact-address-state>
         <contact-address-zip>29405-2413</contact-address-zip>
         <contact-phone-number>(843) 740-1202</contact-phone-number>
         <contact-url>https://coast.noaa.gov</contact-url>
         <contact-url-description>NOAA Office for Coastal Management Home Page</contact-url-description>
         <contact-url-function>Online Resource</contact-url-function>
      </support-role>
      <support-role cc-id="1179372" in-effect="Yes">
         <support-role-type>Distributor</support-role-type>
         <from-date>2022</from-date>
         <contact-type>Organization</contact-type>
         <contact-name>NOAA Office for Coastal Management</contact-name>
         <contact-noaa-acronym>NOAA/OCM</contact-noaa-acronym>
         <contact-email>coastal.info@noaa.gov</contact-email>
         <contact-address>2234 South Hobson Ave</contact-address>
         <contact-address-city>Charleston</contact-address-city>
         <contact-address-state>SC</contact-address-state>
         <contact-address-zip>29405-2413</contact-address-zip>
         <contact-phone-number>(843) 740-1202</contact-phone-number>
         <contact-url>https://coast.noaa.gov</contact-url>
         <contact-url-description>NOAA Office for Coastal Management Home Page</contact-url-description>
         <contact-url-function>Online Resource</contact-url-function>
      </support-role>
      <support-role cc-id="1179374" in-effect="Yes">
         <support-role-type>Metadata Contact</support-role-type>
         <from-date>2022</from-date>
         <contact-type>Organization</contact-type>
         <contact-name>NOAA Office for Coastal Management</contact-name>
         <contact-noaa-acronym>NOAA/OCM</contact-noaa-acronym>
         <contact-email>coastal.info@noaa.gov</contact-email>
         <contact-address>2234 South Hobson Ave</contact-address>
         <contact-address-city>Charleston</contact-address-city>
         <contact-address-state>SC</contact-address-state>
         <contact-address-zip>29405-2413</contact-address-zip>
         <contact-phone-number>(843) 740-1202</contact-phone-number>
         <contact-url>https://coast.noaa.gov</contact-url>
         <contact-url-description>NOAA Office for Coastal Management Home Page</contact-url-description>
         <contact-url-function>Online Resource</contact-url-function>
      </support-role>
      <support-role cc-id="1179375" in-effect="Yes">
         <support-role-type>Point of Contact</support-role-type>
         <from-date>2022</from-date>
         <contact-type>Organization</contact-type>
         <contact-name>NOAA Office for Coastal Management</contact-name>
         <contact-noaa-acronym>NOAA/OCM</contact-noaa-acronym>
         <contact-email>coastal.info@noaa.gov</contact-email>
         <contact-address>2234 South Hobson Ave</contact-address>
         <contact-address-city>Charleston</contact-address-city>
         <contact-address-state>SC</contact-address-state>
         <contact-address-zip>29405-2413</contact-address-zip>
         <contact-phone-number>(843) 740-1202</contact-phone-number>
         <contact-url>https://coast.noaa.gov</contact-url>
         <contact-url-description>NOAA Office for Coastal Management Home Page</contact-url-description>
         <contact-url-function>Online Resource</contact-url-function>
      </support-role>
   </support-roles>
   <extents>
      <currentness-reference>Ground Condition</currentness-reference>
      <extent cc-id="1298316">
         <geographic-areas>
            <geographic-area cc-id="1298318">
               <west-bound>-93.9995</west-bound>
               <east-bound>-87.5072</east-bound>
               <north-bound>31.1266</north-bound>
               <south-bound>28.6991</south-bound>
            </geographic-area>
         </geographic-areas>
         <time-frames>
            <time-frame cc-id="1298317">
               <time-frame-type>Range</time-frame-type>
               <start-date-time>1885-01-01</start-date-time>
               <end-date-time>2021-12-31</end-date-time>
            </time-frame>
         </time-frames>
      </extent>
   </extents>
   <spatial-information>
      <spatial-representation>
         <representations-used>
            <grid>Yes</grid>
         </representations-used>
      </spatial-representation>
      <reference-systems>
         <reference-system>
            <coordinate-reference-system>
               <crs-type>Vertical</crs-type>
               <epsg-code>EPSG:5703</epsg-code>
               <epsg-name>NAVD88 height</epsg-name>
               <datum-name>North American Vertical Datum 1988</datum-name>
               <axes>
                  <axis>
                     <order>1</order>
                     <name>Gravity-related height</name>
                     <abbreviation>H</abbreviation>
                     <units>metre</units>
                     <orientation>up</orientation>
                  </axis>
               </axes>
            </coordinate-reference-system>
         </reference-system>
         <reference-system>
            <coordinate-reference-system>
               <crs-type>Projected</crs-type>
               <epsg-code>EPSG:6344</epsg-code>
               <epsg-name>NAD83(2011) / UTM zone 15N</epsg-name>
               <datum-name>NAD83 (National Spatial Reference System 2011)</datum-name>
               <ellipsoid>GRS 1980</ellipsoid>
               <semimajor-axis>6378137</semimajor-axis>
               <flattening-ratio>298.257222101</flattening-ratio>
               <base-crs-name>NAD83(2011)</base-crs-name>
               <projection-name>UTM zone 15N</projection-name>
               <conversion-method>Transverse Mercator</conversion-method>
               <parameters>
                  <parameter>
                     <parameter-name>Latitude of natural origin</parameter-name>
                     <parameter-value>0° 0' 0" N</parameter-value>
                  </parameter>
                  <parameter>
                     <parameter-name>Longitude of natural origin</parameter-name>
                     <parameter-value>93° 0' 0" W</parameter-value>
                  </parameter>
                  <parameter>
                     <parameter-name>Scale factor at natural origin</parameter-name>
                     <parameter-value>0.9996</parameter-value>
                  </parameter>
                  <parameter>
                     <parameter-name>False easting</parameter-name>
                     <parameter-value>500000</parameter-value>
                     <parameter-units>metre</parameter-units>
                  </parameter>
                  <parameter>
                     <parameter-name>False northing</parameter-name>
                     <parameter-value>0</parameter-value>
                     <parameter-units>metre</parameter-units>
                  </parameter>
               </parameters>
               <axes>
                  <axis>
                     <order>1</order>
                     <name>Easting</name>
                     <abbreviation>E</abbreviation>
                     <units>metre</units>
                     <orientation>east</orientation>
                  </axis>
                  <axis>
                     <order>2</order>
                     <name>Northing</name>
                     <abbreviation>N</abbreviation>
                     <units>metre</units>
                     <orientation>north</orientation>
                  </axis>
               </axes>
            </coordinate-reference-system>
         </reference-system>
      </reference-systems>
   </spatial-information>
   <access-information>
      <security-class>Unclassified</security-class>
      <data-access-procedure>Data is available online for bulk and custom downloads.</data-access-procedure>
      <data-access-constraints>None</data-access-constraints>
      <data-use-constraints>Users should be aware that temporal changes may have occurred since this data set was collected and some parts of this data may no longer represent actual surface conditions. Users should not use this data for critical applications without a full awareness of its limitations.</data-use-constraints>
   </access-information>
   <distribution-information>
      <distribution cc-id="1179379">
         <download-url>https://coast.noaa.gov/dataviewer/#/lidar/search/where:ID=9562/details/9562</download-url>
         <distributor cc-id="1179372">
            <from-date>2022</from-date>
            <contact-type>Organization</contact-type>
            <contact-name>NOAA Office for Coastal Management</contact-name>
         </distributor>
         <file-name>Customized Download</file-name>
         <description>Create custom data files by choosing data area, map projection, file format, etc. A new metadata will be produced to reflect your request using this record as a base.</description>
         <!--Note: file-type is deprecated-->
         <file-type>Zip</file-type>
         <compression>Zip</compression>
      </distribution>
      <distribution cc-id="1179380">
         <download-url>https://noaa-nos-coastal-lidar-pds.s3.us-east-1.amazonaws.com/dem/CoNED_NGOM2_DEM_2022_9562/index.html</download-url>
         <distributor cc-id="1179372">
            <from-date>2022</from-date>
            <contact-type>Organization</contact-type>
            <contact-name>NOAA Office for Coastal Management</contact-name>
         </distributor>
         <file-name>Bulk Download</file-name>
         <description>Bulk download of data files in the original coordinate system.</description>
         <!--Note: file-type is deprecated-->
         <file-type>GeoTIFF</file-type>
         <distribution-format>GeoTIFF</distribution-format>
      </distribution>
   </distribution-information>
   <urls>
      <url cc-id="1179497">
         <url>https://noaa-nos-coastal-lidar-pds.s3.us-east-1.amazonaws.com/dem/CoNED_NGOM2_DEM_2022_9562/supplemental/ngom2022_coned_m9562.kmz</url>
         <name>Browse Graphic</name>
         <url-type>Browse Graphic</url-type>
         <file-resource-format>KMZ</file-resource-format>
         <description>Link to the data set footprint.</description>
      </url>
      <url cc-id="1179369">
         <url>https://coast.noaa.gov/</url>
         <name>NOAA's Office for Coastal Management (OCM) website</name>
         <url-type>Online Resource</url-type>
         <file-resource-format>HTML</file-resource-format>
         <description>Information on the NOAA Office for Coastal Management (OCM)</description>
      </url>
      <url cc-id="1179370">
         <url>https://coast.noaa.gov/dataviewer/</url>
         <name>NOAA's Office for Coastal Management (OCM) Data Access Viewer (DAV)</name>
         <url-type>Online Resource</url-type>
         <file-resource-format>HTML</file-resource-format>
         <description>The Data Access Viewer (DAV) allows a user to search for and download elevation, imagery, and land cover data for the coastal U.S. and its territories. The data, hosted by the NOAA Office for Coastal Management, can be customized and requested for free download through a checkout interface. An email provides a link to the customized data, while the original data set is available through a link within the viewer.</description>
      </url>
      <url cc-id="1179496">
         <url>https://noaa-nos-coastal-lidar-pds.s3.us-east-1.amazonaws.com/dem/CoNED_NGOM2_DEM_2022_9562/supplemental/index.html</url>
         <name>Geospatial Metadata</name>
         <url-type>Online Resource</url-type>
         <file-resource-format>Zip</file-resource-format>
         <description>Link to the spatial metadata data dictionary and the spatially referenced metadata in ESRI file geodatabase (gdb) and Open Geospatial Consortium (OGC) GeoPackage (gpkg) formats.</description>
      </url>
      <url cc-id="1179495">
         <url>https://www.usgs.gov/special-topics/coastal-national-elevation-database-applications-project</url>
         <name>USGS CoNED Applications Project</name>
         <url-type>Online Resource</url-type>
         <file-resource-format>HTML</file-resource-format>
         <description>Link to the USGS CoNED Applications Project.</description>
      </url>
   </urls>
   <technical-environment>
      <description>For usability, Esri ArcGIS 10.8, Photoshop, GeoCue LP360, VDatum, Global Mapper, Geospatial Data Abstraction Library (GDAL), or equivalent GIS processing software and supporting operating systems are suggested for viewing the spatial metadata.</description>
   </technical-environment>
   <data-quality>
      <horizontal-positional-accuracy>The horizontal accuracy for the integrated topobathymetric digital elevation model (TBDEM) was not assessed quantitatively.</horizontal-positional-accuracy>
      <vertical-positional-accuracy>NGOM 2 Integrated TBDEM Vertical Accuracy Assessment (GEOID12B):  The NGOM 2 TBDEM vertical accuracy was assessed using multiple datasets. 
  
The first assessment used 4,510 Real-Time Kinematic (RTK) Global Positioning System (GPS) control points compiled by Dr. Scott Hagen of Louisiana State University (LSU).  These points consisted of survey efforts in five locations: 1: Big Branch, 2: Grand Bay, 3: Maurepas, 4: Pascagoula, 5: Pearl River These points are more indicative of wetland areas within the NGOM 2 TBDEM surface.  The root mean square error (RMSE) of the TBDEM surface versus these LSU control points was 0.271 meters.  

The second assessment used 276 National Oceanic and Atmospheric Administration (NOAA) National Geodetic Survey (NGS) Global Positioning System (GPS) on Benchmarks (GPSonBM) control points distributed mostly throughout upland or developed areas of the NGOM 2 TBDEM surface. The RMSE of the TBDEM surface versus these GPSonBM control points was 0.236 meters.
 
The third assessment used 2,568 RTK GPS points from the Coastwide Reference Monitoring System (CRMS). In this case, multiple elevations are taken at a given CRMS station. These elevations are taken within a 2-meter x 2-meter plot, and the elevations are intended to be reflective of the average value of the 2-meter x 2-meter plot. As such, for the purposes of this assessment, multiple elevations for a given plot were averaged and that value was used as the control point for comparison. The average of the NGOM 2 TBDEM surfaced was used within this same plot for comparison. Any CRMS elevation points with notes that justified their exclusion, such as a note indicating the elevation was taken on top of vegetative material, were excluded from the analysis. The remaining CRMS points were distributed throughout, and therefore more indicative of, coastal herbaceous wetland areas of Louisiana.   The RMSE of the TBDEM surface versus these CRMS control points was 0.262 meters.  

Overall, RMSE over the land and nearshore area is 0.267 meters versus a combined 7,354 LSU, GPSonBM, and CRMS control points distributed throughout the NGOM 2 study area. 

Note: It is important to note that the control points used for this vertical accuracy assessment represent land elevations rather than bathymetric values. As such this vertical accuracy assessment is only reflective of the vertical accuracy of the land component in the data set. There is not sufficient data to accurately quantify the vertical accuracy of the bathymetric portion of this data set.   Please refer to the bathymetric data sources for measures of vertical accuracy and uncertainty of the input source data when available.
.</vertical-positional-accuracy>
      <completeness-report>Data set 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</completeness-report>
      <conceptual-consistency>No formal logical accuracy tests were conducted.</conceptual-consistency>
   </data-quality>
   <lineage>
      <lineage-statement>This CoNED data set for the northern Gulf of Mexico (TX, LA, MS, AL) was provided to NOAA OCM by USGS for inclusion in the NOAA Digital Coast Data Access Viewer.</lineage-statement>
      <lineage-sources>
         <lineage-source cc-id="1298200">
            <citation-title>2016 USACE NCMP Topobathy Lidar: Gulf Coast (AL, FL, MS, TX)</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2016</extent-start-date-time>
            <citation-url>https://inport.nmfs.noaa.gov/inport/item/49427</citation-url>
            <source-contribution>Cat Island MS to Gulf Shores, AL.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298201">
            <citation-title>2017 25 County Alabama Lidar</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2017</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>Covers large portion of Southern, AL, 2017 QL2 Lidar. Contains Baldwin County with NGOM 2 boundary.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298202">
            <citation-title>2018 USACE NCMP Topobathy Lidar: Gulf Coast (AL, MS)</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2018</extent-start-date-time>
            <citation-url>https://inport.nmfs.noaa.gov/inport/item/55844</citation-url>
            <source-contribution>Cat Island MS to Gulf Shores, AL.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298203">
            <citation-title>2019 Atchafalaya River Survey</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.mvn.usace.army.mil/Missions/Navigation/Channel-Surveys/</citation-url>
            <source-contribution>Atchafalaya River bank to bank survey</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298204">
            <citation-title>2019_usace_mississippi_auxiliary_entrance_channel</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.mvn.usace.army.mil/Missions/Navigation/Channel-Surveys/</citation-url>
            <source-contribution>Point Breeze, Mississippi River Chanel</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298205">
            <citation-title>3DEP_1/3AS_DEM</citation-title>
            <publish-date>2021-01-01</publish-date>
            <extent-type>Range</extent-type>
            <extent-start-date-time>1999</extent-start-date-time>
            <extent-end-date-time>2021</extent-end-date-time>
            <citation-url>https://nationalmap.gov/</citation-url>
            <source-contribution>1/3 Arc-Second Elevation Southern US</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298206">
            <citation-title>3DEP_1/9AS_DEM</citation-title>
            <publish-date>2013-01-01</publish-date>
            <extent-type>Range</extent-type>
            <extent-start-date-time>1999</extent-start-date-time>
            <extent-end-date-time>2013</extent-end-date-time>
            <citation-url>https://nationalmap.gov/</citation-url>
            <source-contribution>1/3 Arc-Second Elevation Southern US</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298207">
            <citation-title>3DEP_Co-Op_South_Central_MS</citation-title>
            <publish-date>2015-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2015</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>Magnolia, MS</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298208">
            <citation-title>Amite River Basin</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2018</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>Amite River Basin Mississippi and Louisiana Defined by HUC8</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298209">
            <citation-title>BA-0143 Caminada Headlands Beach and Dune Restoration Increment 2: 2017 Bathymetric Survey</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2018</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/BA-0143/raw/</citation-url>
            <source-contribution>BA-0143 Elmer's Island east to  Caminada Pass, LA.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298210">
            <citation-title>BA-0145 Caminada Headland Beach and Dune Restoration BA-0045</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2017</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/BA-0045/raw/</citation-url>
            <source-contribution>BA-045 Belle Pass east mouth of  Bayou Lafourche east to Elmer's Island, LA</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298211">
            <citation-title>BA-0153 Mid-Barataria Sediment Diversion Bathymetry Survey</citation-title>
            <publish-date>2013-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2013</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/BA-0153/raw/</citation-url>
            <source-contribution>Mississippi River immediately adjacent to BA-0153 Mid-Barataria diversion channel</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298212">
            <citation-title>BA-0197 West Grand Terre Beach Nourishment and Stabilization - 2017 Bathymetric Survey</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2017</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/BA-0197/raw/</citation-url>
            <source-contribution>West Grand Terre Island. LA</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298213">
            <citation-title>BA-0198 Grand Isle and Vicinity - 2016 Beach and Dune Repair Single Beam Bathymetry Survey</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2020</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/BA-0198/raw/</citation-url>
            <source-contribution>Grand Isle, LA</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298214">
            <citation-title>BA-0202 Queen Bess Island Restoration Project Bathymetry Survey</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2017</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/BA-0202/raw/</citation-url>
            <source-contribution>Queen Bess Island Southeastern Barataria Bay, LA</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298215">
            <citation-title>BA-0210 Grand Isle &amp; Vicinity Breakwater Project Bathymetry Survey</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2020</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/BA-0210/raw/</citation-url>
            <source-contribution>West Isle Grand Beach, LA</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298216">
            <citation-title>Barataria Islands Bathymetry</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2017</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/Map.aspx?guid=7d31c01d-782a-4418-b94b-8cc4442eca2d</citation-url>
            <source-contribution>Eastern Barataria Barrier Islands</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298217">
            <citation-title>Biloxi, Mississippi Coastal Digital Elevation Model</citation-title>
            <publish-date>2007-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2007</extent-start-date-time>
            <citation-url>https://www.ngdc.noaa.gov/mgg/coastal/coastal.html</citation-url>
            <source-contribution>Biloxi, MS, Mississippi Sound</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298218">
            <citation-title>Chandeleur Islands Topobathy</citation-title>
            <publish-date>2015-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2015</extent-start-date-time>
            <source-contribution>Chandeleur Islands</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298219">
            <citation-title>Coastal Bathymetry Data Collected in 2016 nearshore from West Ship Island to Horn Island, Gulf Islands National Seashore, Mississippi</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2016</extent-start-date-time>
            <citation-url>https://data.usgs.gov/datacatalog/data/USGS:8b843480-b64c-4501-b288-5ce168b16308</citation-url>
            <source-contribution>Ship and Horn Islands, MS/AL</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298220">
            <citation-title>Continuously Updated Digital Elevation Model (CUDEM - 10m)</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Range</extent-type>
            <extent-start-date-time>1851</extent-start-date-time>
            <extent-end-date-time>2019</extent-end-date-time>
            <citation-url>https://noaa-nos-coastal-lidar-pds.s3.us-east-1.amazonaws.com/dem/NCEI_third_Topobathy_2014_8580/</citation-url>
            <source-contribution>Varies</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298221">
            <citation-title>Continuously Updated Digital Elevation Model (CUDEM - 3m)</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Range</extent-type>
            <extent-start-date-time>1851</extent-start-date-time>
            <extent-end-date-time>2019</extent-end-date-time>
            <citation-url>https://noaa-nos-coastal-lidar-pds.s3.us-east-1.amazonaws.com/dem/NCEI_ninth_Topobathy_2014_8483/</citation-url>
            <source-contribution>Varies</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298222">
            <citation-title>Elevation Void Fill (method used to interpolate elevation in cases where no-data gap occurs)</citation-title>
            <publish-date>2021-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2021</extent-start-date-time>
            <source-contribution>Varies</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298223">
            <citation-title>Grand Bay Mississippi 2015 Bathymetry</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2015</extent-start-date-time>
            <citation-url>https://data.usgs.gov/datacatalog/data/USGS:34da878d-fe52-4625-a17f-bf443547c9b6</citation-url>
            <source-contribution>Grand Bay</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298224">
            <citation-title>LA-0161 LASARD Atchafalaya River Multibeam Survey Report</citation-title>
            <publish-date>2012-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2012</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/Map.aspx?guid=7d31c01d-782a-4418-b94b-8cc4442eca2d</citation-url>
            <source-contribution>Consists of MBB collected for 4 Atchafalaya River channel survey areas: 1) Melville, Elba, Morgan City, and Wax Lake, LA acquired by Coastal Planning and Engineering, Inc.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298225">
            <citation-title>LA-0252 System Wide Assessment &amp; Monitoring Program Single Beam Bathymetry Barataria Basin (SWAMP Phase 1)</citation-title>
            <publish-date>2016-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2016</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/LA-0252/raw/</citation-url>
            <source-contribution>Swamp Phase 1 area within Barataria Basin from Lake Des Allemands to Barataria Bay, LA</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298226">
            <citation-title>LA-0252 System Wide Assessment &amp; Monitoring Program Single Beam Bathymetry Pontchartrain and Breton Basins (SWAMP Phase 2)</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2017</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/LA-0252/raw/</citation-url>
            <source-contribution>Swamp Phase 2 area East of the Mississippi River including Lake Borgne, Lake Pontchartrain, Chandeleur Sound, and the Mississippi River Gulf Outlet (MRGO).</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298227">
            <citation-title>LA-0252 System Wide Assessment &amp; Monitoring Program Single Beam Bathymetry Terrebonne Basin (SWAMP Phase 3)</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2018</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/LA-0252/raw/</citation-url>
            <source-contribution>Swamp Phase 3 area from East to Central Terrebonne Basin, LA</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298228">
            <citation-title>LA-0252 System Wide Assessment &amp; Monitoring Program Single Beam Bathymetry Western Terrebonne Basin to Sabine Basin (SWAMP Phase 4)</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/LA-0252/raw/</citation-url>
            <source-contribution>Swamp Phase 4 area from West Terrebonne Basin to the Sabine Basin, LA</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298229">
            <citation-title>Lafourche Levee Lidar 2012</citation-title>
            <publish-date>2012-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2012</extent-start-date-time>
            <source-contribution>Lafourche Parish, LA levee system</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298230">
            <citation-title>Louisiana ARRA Region 2 Lidar (Zone 15)</citation-title>
            <publish-date>2013-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2013</extent-start-date-time>
            <source-contribution>ARRA Region 2 encompasses coastal Louisiana east of the Mississippi River, NE to Lake Borgne's excluding the northern shoreline to the MS state line. The active Mississippi River Delta or bird's foot is included in Region 2.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298231">
            <citation-title>Louisiana ARRA Region 2 Lidar (Zone 16)</citation-title>
            <publish-date>2013-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2013</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>ARRA Region 2 encompasses coastal Louisiana east of the Mississippi River, NE to Lake Borgne's excluding the northern shoreline to the MS state line. The active Mississippi River Delta or bird's foot is included in Region 2.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298232">
            <citation-title>Louisiana Atchafalaya Basin 2 Lidar</citation-title>
            <publish-date>2014-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2013</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>Atchafalaya River Basin within guide levees from Old River to the Gulf of Mexico, (LA).</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298233">
            <citation-title>Louisiana BICM2 Single Beam Bathymetry Chenier Plain</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2015</extent-start-date-time>
            <citation-url>https://coastal.er.usgs.gov/data-release/doi-F7CV4GZH/</citation-url>
            <source-contribution>BICM Chenier Plain Region from Marsh Island, LA West to the TX border.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298234">
            <citation-title>Louisiana BICM2 Single Beam Bathymetry Raccoon Point to Point Au Fer Island</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2015</extent-start-date-time>
            <citation-url>https://pubs.usgs.gov/ds/1041/ds1041_data.html</citation-url>
            <source-contribution>BICM Western Early Lafourche Delta Region from Racoon Point West to Point Au Fer Island, LA.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298235">
            <citation-title>Louisiana Barrier Island Comprehensive Monitoring Program (BICM): 2015 Bathymetric Survey – Grand Isle to Sandy Point Survey Report East Zone</citation-title>
            <publish-date>2002-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2002</extent-start-date-time>
            <source-contribution>Southern Louisiana</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298236">
            <citation-title>Louisiana Bayou Nezpique Lidar 2018</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2018</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>Central Western Louisiana from Southern Rapides Parish south to 2017 chenier Plain QL2 lidar boundary and from 4 miles west of Lafayette, LA to eastern Lake Charles, LA.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298237">
            <citation-title>Louisiana Chenier Plain Lidar 2017</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2017</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>Chenier Plain (LA)</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298238">
            <citation-title>Louisiana Jean Lafitte and Southern Barataria Basin Lidar</citation-title>
            <publish-date>2015-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2013</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>South Barataria basin (LA) between Bayou Lafourche on West and the Mississippi River on East and from Lake Salvador on North and then South  to the Gulf of Mexico (LA).</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298239">
            <citation-title>Louisiana South Terrebonne and Gulf Islands QL2 Lidar 2015</citation-title>
            <publish-date>2016-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2015</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>South Terrebonne basin 9LA) from Gulf of Mexico on South then North to Morgan City and then ENE to the west bank of Bayou Lafourche, near Labadieville, and then SE to Galliano, LA.  Also includes Gulf barrier Islands from the Chandeleur Islands, LA East to Dauphin Island, AL.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298240">
            <citation-title>Louisiana Statewide Lidar</citation-title>
            <publish-date>2005-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2004</extent-start-date-time>
            <citation-url>https://atlas.ga.lsu.edu/datasets/lidar2000/</citation-url>
            <source-contribution>Statewide</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298241">
            <citation-title>Louisiana Upper Delta Plain Lidar 2017</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2017</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>Upper Delta Plain (LA) from the Peral River on East to the Atchafalaya River East Guide Levee on West. From I-12 North to mid-Barataria Basin North-east to the Pearl River.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298242">
            <citation-title>MS2006_MDEQ_CampShelby</citation-title>
            <publish-date>2006-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2006</extent-start-date-time>
            <citation-url>https://coast.noaa.gov/dataviewer/#/lidar/search/</citation-url>
            <source-contribution>West of Camp Shelby</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298243">
            <citation-title>Mardi_Gras_Pass</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://saveourlake.org/</citation-url>
            <source-contribution>Bohemia Spillway, Plaquemines Parish, LA</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298244">
            <citation-title>Mississippi Additional Bathymetry</citation-title>
            <publish-date>2013-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2013</extent-start-date-time>
            <citation-url>https://www.mvn.usace.army.mil/Missions/Navigation/Channel-Surveys/</citation-url>
            <source-contribution>Mississippi River, south and west of New Orleans</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298245">
            <citation-title>Mississippi Coastal QL2 Lidar</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2015</extent-start-date-time>
            <citation-url>https://www.maris.state.ms.us/ftp4DEM/Coastal_2015_DEMs/DEM_IMG/</citation-url>
            <source-contribution>Six Mississippi Coastal Counties and 3DEP Extension (Pike County in  NGOM 2 AOI)</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298246">
            <citation-title>Mississippi River Bathymetry</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.mvn.usace.army.mil/Missions/Navigation/Channel-Surveys/</citation-url>
            <source-contribution>Mississippi River Channel</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298247">
            <citation-title>Mobile, Alabama 1/3 arc-second NAVD 88 Coastal Digital Elevation Model</citation-title>
            <publish-date>2009-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2009</extent-start-date-time>
            <citation-url>https://www.ngdc.noaa.gov/mgg/coastal/coastal.html</citation-url>
            <source-contribution>Mobile Bay, AL</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298248">
            <citation-title>NCEI channel filter</citation-title>
            <publish-date>2021-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2021</extent-start-date-time>
            <source-contribution>Filtered bathymetry in the northern Gulf of Mexico</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298249">
            <citation-title>NGOM Alabama LiDAR</citation-title>
            <publish-date>2010-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2010</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>700 square mile area to the east of Mobile Bay</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298250">
            <citation-title>NGOM1 - Selected areas of land to insert</citation-title>
            <publish-date>2014-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2014</extent-start-date-time>
            <citation-url>https://topotools.cr.usgs.gov/topobathy_viewer/</citation-url>
            <source-contribution>Northern Gulf of Mexico</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298251">
            <citation-title>NOAA Bags</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Range</extent-type>
            <extent-start-date-time>2005</extent-start-date-time>
            <extent-end-date-time>2018</extent-end-date-time>
            <citation-url>https://www.ncei.noaa.gov/maps/bathymetry/</citation-url>
            <source-contribution>Northern Gulf of Mexico</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298252">
            <citation-title>NOAA Point Surveys - Interpolated</citation-title>
            <publish-date>2012-01-01</publish-date>
            <extent-type>Range</extent-type>
            <extent-start-date-time>1885</extent-start-date-time>
            <extent-end-date-time>2012</extent-end-date-time>
            <citation-url>https://www.ncei.noaa.gov/maps/bathymetry/</citation-url>
            <source-contribution>Northern Gulf of Mexico</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298254">
            <citation-title>New Orleans, Louisiana 1/3 arc-second NAVD 88 Coastal Digital Elevation Model</citation-title>
            <publish-date>2010-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2010</extent-start-date-time>
            <citation-url>https://www.ngdc.noaa.gov/mgg/coastal/coastal.html</citation-url>
            <source-contribution>New Orleans, LA</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298255">
            <citation-title>PO-0033 Goose Point/Point Platte Marsh Creation 2006 Bathymetric Survey</citation-title>
            <publish-date>2006-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2006</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/PO-0033/raw/</citation-url>
            <source-contribution>Goose Point-Proctor Point, LA</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298256">
            <citation-title>PO-0038-SF MRGO Closure Structure Bathymetry Survey</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2020</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/PO-0038-SF/raw/</citation-url>
            <source-contribution>Immediately south of the Mississippi River Gulf Coast Outlet Canal's intersection with Bayou La Loutre</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298257">
            <citation-title>PO-0179 St. Catherine Island Marsh Creation and Shoreline Protection Bathymetry Survey</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/PO-0179/raw/</citation-url>
            <source-contribution>Southwest Lake Catherine's Island, LA</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298258">
            <citation-title>Pearl River Single-Beam Sonar Data</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2017</extent-start-date-time>
            <source-contribution>Pearl River, LA/MS border</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298259">
            <citation-title>Pensacola, Florida 1/3 arc-second NAVD 88 DEM</citation-title>
            <publish-date>2015-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2015</extent-start-date-time>
            <citation-url>https://www.ngdc.noaa.gov/mgg/coastal/coastal.html</citation-url>
            <source-contribution>Pensacola, FL</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298260">
            <citation-title>Single-Beam Bathymetry Data Collected in 2015 Nearshore Dauphin Island, Alabama</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2015</extent-start-date-time>
            <citation-url>https://data.usgs.gov/datacatalog/data/USGS:3f435d40-723b-41af-ac98-91d285d68523</citation-url>
            <source-contribution>Dauphin Island, AL</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298261">
            <citation-title>Southern Louisiana 1/3 arc-second NAVD 88 Coastal Digital Elevation Model</citation-title>
            <publish-date>2010-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2010</extent-start-date-time>
            <citation-url>https://www.ncei.noaa.gov/metadata/geoportal/rest/metadata/item/gov.noaa.ngdc.mgg.dem:1521/html</citation-url>
            <source-contribution>Southern Louisiana</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298262">
            <citation-title>TE-0044 North Lake Mechant Landbridge Restoration 2008 Bathymetric Survey</citation-title>
            <publish-date>2008-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2008</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/TE-0044/raw/</citation-url>
            <source-contribution>North Lake Merchant Land Bridge, LA fill borrow area</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298263">
            <citation-title>TE-010 Increase Atchafalaya Flow to Terrebonne GIWW Bathy Survey</citation-title>
            <publish-date>2015-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2015</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/BathyTopoData/TE-0110/raw/ https://cims.coastal.louisiana.gov/Viewer/Map.aspx?guid=7d31c01d-782a-4418-b94b-8cc4442eca2d</citation-url>
            <source-contribution>Gulf Intracoastal Waterway from Houma to Morgan City, LA</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298264">
            <citation-title>TE-0143 Terrebonne Basin Barrier Island and Beach Nourishment</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2018</extent-start-date-time>
            <citation-url>https://cims.coastal.louisiana.gov/Viewer/Map.aspx?guid=7d31c01d-782a-4418-b94b-8cc4442eca2d</citation-url>
            <source-contribution>Terrebonne Bay around Timbalier and Derrieres Islands</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298265">
            <citation-title>TX Jefferson Liberty Chambers TNRIS 2017</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2017</extent-start-date-time>
            <citation-url>https://data.tnris.org/collection/12342f12-2d74-44c4-9f00-a5c12ac2659c</citation-url>
            <source-contribution>extents cover the cities of Beaumont, Port Arthur, and Nederland in southeast Texas</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298266">
            <citation-title>TX Upper Coast 2018</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2018</extent-start-date-time>
            <citation-url>https://data.tnris.org/collection/b5bd2b96-8ba5-4dc6-ba88-d88133eb6643</citation-url>
            <source-contribution>Orange, Matagorda, Harris Counties</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298267">
            <citation-title>USACE 2013 Lower Mississippi River Survey</citation-title>
            <publish-date>2016-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2013</extent-start-date-time>
            <citation-url>https://www.mvn.usace.army.mil/Missions/Engineering/Channel-Improvement-and-Stabilization-Program/2013MBMR/</citation-url>
            <source-contribution>Mississippi River bank to bank survey from Old River Control Structure to SW Pass, LA.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298268">
            <citation-title>USGS Lidar Mobile Co, AL 2014</citation-title>
            <publish-date>2016-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2014</extent-start-date-time>
            <citation-url>https://noaa-nos-coastal-lidar-pds.s3.us-east-1.amazonaws.com/dem/Mobile_DEM_2014_5169/</citation-url>
            <source-contribution>Mobile County, AL, 2014 QL2 Lidar</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298269">
            <citation-title>USGS Lidar Neches Texas 2016</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2017</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>Complete or partial coverage of twenty-six Texas counties in southeastern Texas containing the Neches River Drainage Basin  (The southeastern portion of the project Area is in NGOM 2 AOI)</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298270">
            <citation-title>USGS Lidar Texas Eastern Block 3 2018</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2018</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>Complete coverage of the Texas Eastern data for block 3, just west of the Sabine River within TX and the NGOM 2 boundary</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298271">
            <citation-title>USGS Lidar Tishomingo-South, MS 2016</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2016</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>Tishomingo, Mississippi 2016 QL2 LiDAR Project southern AOI only (partial NGOM 2 coverage).</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298272">
            <citation-title>USGS Lidar Tupelo, MS 2015</citation-title>
            <publish-date>2016-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2015</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>Tupelo, Mississippi 2016 QL2 LiDAR Project Report (partial NGOM 2 coverage).</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298273">
            <citation-title>USGS NRCS Lidar Natchez, MS 2016</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2017</extent-start-date-time>
            <citation-url>https://rockyweb.usgs.gov/vdelivery/Datasets/Staged/Elevation/1m/Projects/</citation-url>
            <source-contribution>Southwest Central MS from Vicksburg to Louisiana state line.   2016 QL2 LiDAR Project Report (partial NGOM 2 coverage).</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298274">
            <citation-title>eHydro Baptiste_Colette_LA</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2020</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Baptiste Collette Pass Mississippi River</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298275">
            <citation-title>eHydro Barataria Barataria_Waterway / Channel</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Barataria Waterway</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298276">
            <citation-title>eHydro Bayou_Chene_Black_Boeuf_LA</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Bayou Boeuf to GIWW intersection with Bayou Chene and Bayou Black.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298277">
            <citation-title>eHydro Bayou_Lafourche_LA</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Bayou Lafourche</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298278">
            <citation-title>eHydro Bayou_Rigaud_LA</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Bayou Rigaud</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298279">
            <citation-title>eHydro Bayou_Schaffer_la_cl</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2018</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Bayou Schaffer</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298280">
            <citation-title>eHydro Bayou_boeuf_giww_west_la_cls</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Bayou Boeuf</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298281">
            <citation-title>eHydro Calcasieu_Ship_Channel</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Calcasieu River</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298282">
            <citation-title>eHydro Fresh_Water_Bayou</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2018</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Fresh water Bayou</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298283">
            <citation-title>eHydro GIWW_IHNC</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2018</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Gulf Intracoastal Waterway, New Orleans</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298284">
            <citation-title>eHydro GIWW_Port_Author_Bolivar</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Port Arthur to Port Bolivar</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298285">
            <citation-title>eHydro Houma Ship Channel</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Houma Navigation Channel</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298286">
            <citation-title>eHydro LA Barataria Houma</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Gulf Intracoastal Waterway from Houma to New Orleans, LA</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298287">
            <citation-title>eHydro Lake Maurepas and Pontchartrain</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2020</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Lake Maurepas, Lake Pontchartrain</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298288">
            <citation-title>eHydro Lower_Atchaf_Atchaf_Bay_LA</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2020</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Atchafalaya River - lower bay channel</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298289">
            <citation-title>eHydro Mermentau_River_LA</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2018</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Mermentau River - lower river</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298290">
            <citation-title>eHydro Mississippi_Passes</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2020</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Mississippi Passes</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298291">
            <citation-title>eHydro Sabine_Pass_Channel</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Sabine Neches Waterway</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298292">
            <citation-title>eHydro Upper_Barataria_ww_giww_ww_harvey_algiers_canal</citation-title>
            <publish-date>2017-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2017</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Seabrook floodgate</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298293">
            <citation-title>eHydro Vermilion_River_3Milecut_VBay</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Vermilion River, Vermilion Bay</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298294">
            <citation-title>eHydro bay_st_louis_ms</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>St Louis Bay, Bryan Bayou, Mississippi Sound</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298295">
            <citation-title>eHydro bayou_black_20200506_cl</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2020</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Bayou Black</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298296">
            <citation-title>eHydro bayou_bonfuca_lacombe_segnette</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2020</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Bayous Bonfuca, Lacombe, and Segnette</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298297">
            <citation-title>eHydro bayou_labatre_coden_al</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Bayou la Batre, Coden, AL</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298298">
            <citation-title>eHydro bboeuf_mcdocks_bbay</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Bayou Boeuf</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298299">
            <citation-title>eHydro biloxi_back_bay_channels</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Back Bay of Biloxi</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298300">
            <citation-title>eHydro bon_secour_river_al</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2020</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Bon Secour River</source-contribution>
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         <lineage-source cc-id="1298301">
            <citation-title>eHydro fowl_river_al</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>East Fowl River</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298302">
            <citation-title>eHydro gulfport_sound_channels_ms</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Gulfport Sound Channels</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298303">
            <citation-title>eHydro mobile_river_bay_channel_al</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2020</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Mobile upper bay channel</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298304">
            <citation-title>eHydro mr_tiger_pass_la</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Tiger Pass, Venice</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298305">
            <citation-title>eHydro pascagoula_river_channel_ms</citation-title>
            <publish-date>2019-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2019</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Pascagoula River Channel.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298306">
            <citation-title>eHydro reshwater_bayou_to_GIWW_vermilion_river</citation-title>
            <publish-date>2018-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2017</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Fresh water Bayou</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298307">
            <citation-title>eHydro seabrook_flood_gate_pontchartrain_surge</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2020</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>IHNC Storm Surge Barrier MRGO to Gulf Intracoastal Waterway (GIWW) immediately south-east of MRGO with the GIWW, LA.</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298308">
            <citation-title>eHydro_upper_barataria_LA</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2020</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Intercoastal Waterway south of New Orleans</source-contribution>
         </lineage-source>
         <lineage-source cc-id="1298309">
            <citation-title>perdido_pass_fly_creek_dauphin_island_al</citation-title>
            <publish-date>2020-01-01</publish-date>
            <extent-type>Discrete</extent-type>
            <extent-start-date-time>2020</extent-start-date-time>
            <citation-url>https://www.arcgis.com/apps/dashboards/4b8f2ba307684cf597617bf1b6d2f85d</citation-url>
            <source-contribution>Dauphin Island, Fly Creek, Perdido Pass</source-contribution>
         </lineage-source>
      </lineage-sources>
      <lineage-process-steps>
         <lineage-process-step cc-id="1298310">
            <sequence-number>1</sequence-number>
            <description>The principal methodology for developing the integrated topobathymetric digital elevation model (TBDEM) can be organized into three main components. The "topography component" consists of the land-based elevation data, which is primarily comprised from high-density lidar data. The topographic source data will include lidar data from different sensors (Topographic, Bathymetric) with distinct spectral wavelengths (NIR-1064nm, Green-532nm). The "bathymetry component" consists of hydrographic sounding (acoustic) data collected using watercraft rather than bathymetry acquired from green laser lidar within an airborne platform. The most common forms of bathymetric acquisitions include are  multi-beam, single-beam, and swath. The final component, "integration", encompasses the assimilation of the topographic and bathymetric data along the near-shore based on a predefined set of priorities. The land/water interface is the most critical area, and green laser systems, such as the Experimental Advanced Airborne Research lidar (EAARL-B) and the Coastal Zone Mapping and Imaging Lidar (CZMIL) that cross the near-shore interface are valuable in developing a seamless transition. The TBDEM created from the topography and bathymetry components is a raster with associated spatial masks and metadata that can be passed to the integration component for final model incorporation. 
Topo/Bathy Creation Steps: Topography Processing Component: a) Quality control check the vertical and horizontal datum and projection information of the input lidar source to ensure the data is referenced to the North American Vertical Datum of 1988 (NAVD88), the North American Datum of 1983 (NAD83), and the Universal Transverse Mercator (UTM) projection. If the source data is not NAVD88, transform the input  lidar data to NAVD88 reference frame using current National Geodetic Survey (NGS) geoid models and NOAA’s Vertical Datums Transformation (VDatum) software. Likewise, if required, convert the input source data to NAD83 and reproject to UTM. b) Check the classification of the topographic lidar data to verify the data are classified with the appropriate classes. If the data have not been classified, then classify the raw point cloud data to non-ground (class 1) ground (class 2), and water (class 9) classes using LP360-Classify. c) Derive associated breaklines from the classified lidar to capture internal water bodies, such as lakes and ponds and inland waterways. Inland waterways and water bodies were hydro-flattened where no bathymetry is present.  Hydro-flattening is the process of creating a lidar-derived DEM in which water surfaces appear and behave as they would in traditional topographic DEMs created from photogrammetric digital terrain models (DTMs). d) Extract the ground returns from the classified lidar data and randomly spatial subset the points into two point sets based on the criteria of 95 percent of the points for the "Actual Selected" set and the remaining 5 percent for the "Test Control" set. The "Actual Selected" points will be gridded in the terrain model along with associated breaklines and masks to generate the topographic surface, while the "Test Control" points will be used to compute the interpolation accuracy,  Root Mean Square Error (RMSE) from the derived surface. e) Generate the minimum convex hull boundary from the classified ground lidar points that creates a mask that extracts the perimeter of the exterior lidar points. The mask is then applied in the terrain to remove extraneous terrain artifacts outside of the extent of the ground lidar points. f) Using a terrain model based on triangulated irregular networks (TINs), grid the "Actual Selected" ground points using breaklines and the minimum convex hull boundary mask at a 1-meter spatial resolution using a natural neighbor interpolation algorithm. g) Compute the interpolation accuracy by comparing elevation values in the "Test Control" points to values extracted from the derived gridded su</description>
            <process-date-time>2021-07-08T00:00:00</process-date-time>
         </lineage-process-step>
         <lineage-process-step cc-id="1298311">
            <sequence-number>2</sequence-number>
            <description>Bathymetry Processing Component: a) Quality control check the vertical and horizontal datum and projection information of the input bathymetric source to ensure the data is referenced to NAVD88 and NAD83, UTM. If the source data is not NAVD88, transform the input bathymetric data to NAVD88 reference frame using VDatum. Likewise, if required, convert the input source data to NAD83 and reproject to UTM. b) Prioritize and spatially sort the bathymetry based on date of acquisition, spatial distribution, accuracy, and point density to eliminate any outdated or erroneous points and to minimize interpolation artifacts. c) Randomly spatial subset the bathymetric points into two point sets based on the criteria of 95 percent of the points for the "Actual Selected" set and the remaining 5 percent for the "Test Control" set. The "Actual Selected" points will be gridded in the empirical Bayesian kriging model along with associated masks to generate the bathymetric surface, while the "Test Control" points will be used to compute the interpolation accuracy (RMSE) from the derived surface. d) Spatially interpolate bathymetric single-beam, multi-beam, and hydrographic survey source data using an empirical Bayesian kriging gridding algorithm. This approach uses a geostatistical interpolation method that accounts for the error in estimating the underlying semivariogram (data structure - variance) through repeated simulations. e) Cross validation - Compare the predicted value in the geostatistical model to the actual observed value to assess the accuracy and effectiveness of model parameters by removing each data location one at a time and predicting the associated data value. The results will be reported in terms of RMSE. f) Compute the interpolation accuracy by comparing elevation values in the "Test Control" points to values extracted from the derived gridded surface; report the results in terms of RMSE.</description>
            <process-date-time>2021-07-08T00:00:00</process-date-time>
         </lineage-process-step>
         <lineage-process-step cc-id="1298312">
            <sequence-number>3</sequence-number>
            <description>Integration Component: a.) Analyze the input data priority based on project characteristics, including acquisition dates, cell size, retention of features, water surface treatment, visual inspection, and presence of artifacts. b.) Prioritize and spatially sort the input topographic, topobathymetric, and bathymetric raster layers based on date of survey acquisition date, accuracy, spatial distribution, and point density to sequence the raster data in the integrated elevation model. c.) Develop an ArcGIS geodatabase (Mosaic Dataset) and spatial seamlines for each individual topographic, topobathymetric, and bathymetric raster layer included in the integrated elevation model. d.) Create an overview project masking polygon (based on final study AOI) e.) Using Grid Index Features, create a 6000x6000 fishnet feature class for tile-based integration processing f.) Create simple raster (vector) boundaries (custom simple_raster_bnd_batch tool) from the final set of input rasters based on the input priority. The rasters should be prioritized with the highest priority ranking on top and so forth. g.) Generate spatially referenced metadata for each input raster (custom make spatial metadata tool) from the simple raster boundary files, based on the input priority. The boundaries should be prioritized with the lowest priority (input raster layer) ranking on top and so forth. The spatially referenced metadata consists of the group of geospatial polygons that represent the spatial footprint of each data source used in the generation of the TBDEM. Each polygon is populated with raster metadata attributes that describe the source data, such as, resolution, acquisition date, source name, source organization, source contact, source project, source URL, and data type (topographic lidar, topobathymetric lidar, multibeam bathymetry, single-beam bathymetry, etc.). h.) Generalize seamline edges to smooth transition boundaries between neighboring raster layers and split complex raster datasets with isolated regions into individual unique raster groups. i.) Using the spatial metadata and tile fishnet, spatially mosaic (custom make micro mosaic dataset tool) the input raster data sources based on priority to create a seamless topobathymetric composite at a cell size of 1-meter using a linear spatial blending (ten pixel overlapping area) technique between input source layers. j.) Perform a visual quality assurance (Q/A) assessment on the output TBDEM composite to review the integrated mosaic for artifacts and anomalies.</description>
            <process-date-time>2021-07-08T00:00:00</process-date-time>
         </lineage-process-step>
         <lineage-process-step cc-id="1298313">
            <sequence-number>4</sequence-number>
            <description>The NOAA Office for Coastal Management (OCM) received one tif file for the topobathymetric data for northern Gulf of Mexico (TX, LA, MS, AL) from the USGS Coastal National Elevation Database (CoNED) Applications Project for inclusion in the NOAA Digital Coast Data Access Viewer. The data were in UTM Zone 15 NAD83(2011), meters coordinates and in NAVD88 (Geoid12B) elevations in meters. The data were at a 1m grid spacing. The data were retiled to 8512, cloud optimized GeoTiffs using gdal_retile.py and the horizontal (6344) and vertical (5703) EPSG codes were assigned.</description>
            <process-date-time>2022-08-01T00:00:00</process-date-time>
            <process-contact>
               <contact-type>Organization</contact-type>
               <contact-name>Office for Coastal Management</contact-name>
               <contact-noaa-acronym>OCM</contact-noaa-acronym>
               <contact-ror>https://ror.org/05v14bq57</contact-ror>
               <contact-address>2234 South Hobson Avenue</contact-address>
               <contact-address-city>Charleston</contact-address-city>
               <contact-address-state>SC</contact-address-state>
               <contact-address-zip>29405-2413</contact-address-zip>
               <contact-url>https://www.coast.noaa.gov/</contact-url>
            </process-contact>
         </lineage-process-step>
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      <guid>gov.noaa.nmfs.inport:67613</guid>
      <metadata-record-created-by pers-id="20143">Rebecca Mataosky</metadata-record-created-by>
      <metadata-record-created>2022-08-02T19:12:14</metadata-record-created>
      <metadata-record-last-modified-by pers-id="0">SysAdmin InPortAdmin</metadata-record-last-modified-by>
      <metadata-record-last-modified>2026-03-04T19:17:17</metadata-record-last-modified>
      <record-published>2024-01-10</record-published>
      <owner-organization>OCM Partners</owner-organization>
      <owner-organization-acronym>OCMP</owner-organization-acronym>
      <owner-organization-address/>
      <owner-organization-address-city/>
      <owner-organization-address-state/>
      <owner-organization-address-zip/>
      <owner-organization-address-country/>
      <owner-organization-phone/>
      <owner-organization-url/>
      <owner-organization-business-hours/>
      <owner-organization-group-id>1002</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>2022-08-02</metadata-last-review-date>
      <metadata-review-frequency>1 Year</metadata-review-frequency>
      <metadata-next-review-date>2023-08-02</metadata-next-review-date>
   </catalog-details>
</inport-metadata>
