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                  <gco:CharacterString>2001 USGS/NASA Airborne Topographic Mapper (ATM) Lidar: Coastal Alabama, Florida, Louisiana, Mississippi, Texas</gco:CharacterString>
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            <gco:CharacterString>This is a non-bare earth data set. ASCII xyz point cloud data were produced from remotely sensed, geographically referenced elevation
measurements cooperatively by the U.S. Geological Survey (USGS) and National Aeronautics and Space Administration (NASA) along the coasts
of Alabama, Florida (Panhandle), Louisiana, Mississippi and Texas in 2001.
Dates of collection are:
1. Alabama  	20011002-20011004, 20011007-20011010
2. Florida  	20011002
3. Louisiana  	20010909-20010910
4. Mississippi  	20010909-20010910
5. Texas		20011012-20011013

Elevation measurements were collected over the area using the NASA Airborne Topographic Mapper (ATM), a scanning Lidar system that measures
high-resolution topography of the land surface. The ATM system is deployed on a Twin-Otter or P-3 Orion aircraft and incorporates a
green-wavelength laser operating at pulse rates of 2 to 10 kilohertz. Measurements from the laser ranging device are coupled with data
acquired from internal navigation system (INS) attitude sensors and differentially-corrected global positioning system (GPS) receivers to
measure topography of the surface at accuracies of 10 to 20 centimeters.

Original contact information: 
   Contact Name: Amar Nayegandhi
   Contact Org: Jacobs Technology, U.S. Geological Survey, FISC
   Title: Computer Scientist
   Phone: 727-803-8747 (x3026)
   Email: anayegandhi@usgs.gov
This data set contains point cloud data(' in LAZ (compressed LAS) format', ''). The data may have been reprojected or otherwise modified from the original data in an automated process. Disregard projection information in this abstract and refer to the spatial reference section.
    </gco:CharacterString>
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highly detailed and accurate elevation maps of the Alabama, Florida (Panhandle), Louisiana, Mississippi, and Texas coastlines for natural
resource managers and research scientists.</gco:CharacterString>
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         <gmd:credit>
            <gco:CharacterString>Acknowledgment of the U.S. Geological Survey, Florida Integrated Science Center, as a data source would be appreciated in
products developed from these data, and such acknowledgment as is standard for citation and legal practices for data source is expected.
Sharing of new data layers developed directly from these data would also be appreciated by the U.S. Geological Survey staff. The U.S. Geological
Survey and National Aeronautics and Space Administration request to be acknowledged as originators of the dataset in future products or
derivative research. Users should be aware that comparisons with other datasets for the same area from other time periods may be inaccurate
due to inconsistencies resulting from changes in photo interpretation, mapping conventions, and digital processes over time. These data are not
legal documents and are not to be used as such.
			The custom download may be cited as National Oceanic and Atmospheric Administration (NOAA) Digital Coast Data Access Viewer.
         Charleston, SC: NOAA Office for Coastal Management.
         
         Accessed 2026-04-15 at https://coast.noaa.gov/dataviewer.
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            This data set was compiled dynamically. It will be removed 10 days after 2026-04-15 from the NOAA system.
                Cite As: OCM Partners, [Date of Access]: 2001 USGS/NASA Airborne Topographic Mapper (ATM) Lidar: Coastal Alabama, Florida, Louisiana, Mississippi, Texas [Data Date Range], https://www.fisheries.noaa.gov/inport/item/50098.</gco:CharacterString>
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            This data set was compiled dynamically. It will be removed 10 days after 2026-04-15 from the NOAA system.
                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.</gco:CharacterString>
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            This data set was compiled dynamically. It will be removed 10 days after 2026-04-15 from the NOAA system.
                Distribution Liability: Any conclusions drawn from the analysis of this information are not the responsibility of NOAA, the Office for Coastal Management or its partners.
This data was prepared by an agency of the United States Government. Although these data have been processed successfully on a
computer system at the U.S. Geological Survey, no warranty expressed or implied is made regarding the display or utility of the data on any
other system, nor shall the act of distribution imply any such warranty. The U.S. Geological Survey shall not be held liable for improper or
incorrect use of the data described and (or) contained herein. Reference herein to any specific commercial product, process, or service by
trade name, trademark, manufacturer, or otherwise does not constitute or imply its endorsement, recommendation, or favoring by the
United States Government or any agency thereof.</gco:CharacterString>
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                     <gmd:southBoundLatitude>
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                           <gml:description> | Currentness: Ground Condition</gml:description>
                           <gml:beginPosition>2001-09-09</gml:beginPosition>
                           <gml:endPosition>2001-10-13</gml:endPosition>
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            <gco:CharacterString>Raw Lidar data are not in a format that is generally usable by resource managers and scientists. Converting dense Lidar elevation data
into a readily usable format without loss of essential information requires specialized processing. The U.S. Geological Survey's Coastal
and Marine Geology (CMG) Program has developed custom software to convert raw Lidar data into a GIS-compatible map product to be provided
to GIS specialists, managers, and scientists. The primary tool used in the conversion process is Advanced Lidar Processing System (ALPS),
a multi-tiered processing system developed by a USGS-NASA collaborative project. Specialized processing algorithms are used to convert raw
waveform Lidar data acquired by the EAARL to georeferenced spot (x, y, z) returns for "first surface" and "bare earth" topography. These
data are then converted to the North American Datum of 1983 and the North American Vertical Datum of 1988 (using the GEOID03 model).
The files are in the Quarter-Quad tiling format and the exact tile location is contained in the filename at ########_fs, where ####### is the
Quarter-Quad tile ID.
The development of custom software for creating these data products has been supported by the USGS CMG Program's Decision Support for
Coastal Parks, Sanctuaries, and Preserves project. Processed data products are used by the USGS CMG Program's National Assessments of
Coastal Change Hazards project to quantify the vulnerability of shorelines to coastal change hazards such as severe storms, sea-level rise,
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               <gmd:result gco:nilReason="missing"/>
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               <gmd:result gco:nilReason="missing"/>
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               <gmd:evaluationMethodDescription>
                  <gco:CharacterString>Several regions of the dataset are labeled as "No Data". These "No Data" areas are a result of the survey not covering a particular region,
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               </gmd:evaluationMethodDescription>
               <gmd:result gco:nilReason="missing"/>
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                  <gco:CharacterString>Conceptual Consistency</gco:CharacterString>
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               <gmd:evaluationMethodDescription>
                  <gco:CharacterString>The files are in the Quarter-Quad tiling format and the exact tile location is contained in the file name at ########_fs, where ####### is
the Quarter-Quad tile ID. See DOQQ_naming_convention.doc in the 'extras' directory.</gco:CharacterString>
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         </gmd:report>
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            <gmd:LI_Lineage>
               <gmd:statement gco:nilReason="missing"/>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>The data are collected using a twin-otter aircraft. The NASA Airborne Topographic Mapper (ATM) laser scanner collects the data using
a green raster scanning laser. The data are stored on hard drives and archived at the U.S. Geological Survey, FISC office in St. Petersburg,
FL, and the NASA office at Wallops Flight Facility in Virginia. The navigational data are processed at Wallops Flight Facility. The
navigational and raw data are then downloaded into the Advanced Lidar Processing System (ALPS). Data are converted from units of time
to x, y, z points for elevation. The derived surface data can then be converted into raster data (GeoTIFFs).</gco:CharacterString>
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                     <gmd:dateTime>
                        <gco:DateTime>2009-08-12T00:00:00</gco:DateTime>
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               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Metadata imported into ArcCatalog from XML file.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2009-08-01T00:00:00</gco:DateTime>
                     </gmd:dateTime>
                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>The NOAA Office for Coastal Management (OCM) received the files in LAS format. The files contained LiDAR intensity and elevation measurements.
OCM performed the following processing on the data to make it available within Digital Coast:
1. The data were converted from UTM Zones 14, 15, 16 coordinates to geographic coordinates.
2. The data were converted from NAVD88 heights to ellipsoid heights using Geoid03.
3. The LAS header fields were sorted by latitude and updated.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2009-12-01T00:00:00</gco:DateTime>
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               </gmd:processStep>
            <gmd:processStep><gmd:LI_ProcessStep><gmd:description><gco:CharacterString>
                            The dataset has been mosaiced, reprojected, and clipped as needed from the original input files using PDAL and GDAL commands.
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         </gmd:lineage>
      </gmd:DQ_DataQuality>
   </gmd:dataQualityInfo>
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