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                              <gco:CharacterString>Combellick, R.A.</gco:CharacterString>
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                                          <gmd:URL>http://www.dggs.alaska.gov/pubs/id/22722</gmd:URL>
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                        <gco:Decimal>-150</gco:Decimal>
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                     <gmd:eastBoundLongitude>
                        <gco:Decimal>-147</gco:Decimal>
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                        <gco:Decimal>70</gco:Decimal>
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                     <gmd:extent>
                        <gml:TimePeriod gml:id="d1e88">
                           <gml:beginPosition>2010-01-01</gml:beginPosition>
                           <gml:endPosition>2011-01-01</gml:endPosition>
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                  <gco:CharacterString>Entity and Attribute Overview: There are no attributes other than the elevation values for the individual pixels and the encoded values for easting and northing coordinates. There are no attached attribute tables. Entity and Attribute Detail Citation: this report</gco:CharacterString>
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                              <gmd:CI_Telephone>
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                           <gmd:address>
                              <gmd:CI_Address>
                                 <gmd:deliveryPoint>
                                    <gco:CharacterString>3354 College Road</gco:CharacterString>
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                                 <gmd:city>
                                    <gco:CharacterString>Fairbanks</gco:CharacterString>
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                                 <gmd:administrativeArea>
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                              <gco:CharacterString>8 am to 4:30 pm, Monday through Friday, except State holidays</gco:CharacterString>
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                           <gmd:contactInstructions>
                              <gco:CharacterString>Please view our website (http://www.dggs.alaska.gov) for the latest information on available data. Please contact us using the e-mail address provided above when possible.</gco:CharacterString>
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                        <gco:CharacterString>Free download</gco:CharacterString>
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               <gmd:onLine>
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                     <gmd:linkage>
                        <gmd:URL>http://www.dggs.alaska.gov/pubs/id/23803</gmd:URL>
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                  <gco:CharacterString>Horizontal Positional Accuracy Report</gco:CharacterString>
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               <gmd:evaluationMethodDescription>
                  <gco:CharacterString>Horizontal accuracy of the intensity data was not tested explicitly but is a a function of the accuracy of the lidar data. True horizontal accuracy is regarded as a product of the lidar ground footprint. Lidar is referenced to co-acquired GPS base station data that have accuracies far greater than the value of the lidar footprint. The ground footprint is equal to 1/3333rd of the above-ground flying height. The ground footprint for data collected for this project exceeds typical accuracy of ground control used to reference the lidar data (less than 0.01 meters). Project specifications require the lidar footprint to be between 0.15 and 0.40 meters. Refer to the lidar QC report and lidar delivery report for additional information on horizontal accuracyfor individual delivery areas.</gco:CharacterString>
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                  <gco:CharacterString>Lidar data have been checked for accuracy and completeness. Please refer to the lidar delivery report and lidar QC report for details about data accuracy completeness for individual delivery sets.</gco:CharacterString>
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                  <gco:CharacterString>Flight lines have been examined to ensure that there was at least 60% sidelap and that there are no data gaps.Shaded relief, lidar slope, and bare-earth digital elevation model (DEM) images have been visually inspected for data errors such as pits, border artifacts, gaps, and shifting.Additionally, all file naming conventions and formats have been checked for consistency. Refer to the lidar QC report and the lidar delivery report for statistics from consistency analyses for individual delivery sets.</gco:CharacterString>
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               <gmd:result gco:nilReason="unknown"/>
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                     <gmd:description>
                        <gco:CharacterString>Acquisition: The lidar data were collected between September and October 2010 and between May and July 2011. The survey used the LeicaALS 60 system. Near-nadir scan angles were used to increase penetration of vegetation to ground surfaces. Ground-level GPS and aircraft IMU were collected during the flight.</gco:CharacterString>
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                        <gco:DateTime>9999-01-01T00:00:00</gco:DateTime>
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                     <gmd:description>
                        <gco:CharacterString>Processing lidar data: (1) Flight lines and data were reviewed to ensure complete coverage of the study area and positional accuracy of the laser points. (2) Laser point-return coordinates were computed using ALS Post Processor software, IPAS Pro GPS/INS software, and Waypoint GPS, based on independent data from the lidar system, IMU, and aircraft. (3) The raw lidar file was assembled into flight lines per return with each point having an associated x, y, and z coordinate. (4) Visual inspection of swath-to-swath laser point consistencies in the study area were used to perform manual refinements of system alignment. (5) Custom algorithms were designed to evaluate points between adjacent flight lines.Automated system alignment was computed based on randomly selected swath-to-swath accuracy measurements that consider elevation, slope, and intensities.Specifically, refinement in the combination of system pitch, roll, and yaw-offset parameters optimize internal consistency. (6) Noise (e.g., pits and birds) was filtered using ALS postprocessing software, based on known elevation ranges, and included the removal of any cycle slips.</gco:CharacterString>
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                     <gmd:dateTime>
                        <gco:DateTime>9999-01-01T00:00:00</gco:DateTime>
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                     <gmd:description>
                        <gco:CharacterString>Hydro-flattening:A combination of automated and manual detection and adjustment techniqueswas used to identify lake boundaries and water levels for closed water bodies with a surface area &gt; 150 square meters. Boundary polygons were developed using an algorithm that weights lidar-derived slopes, intensities, and return densities to detect the lake edge. Once detected, lake edges were manually reviewed and edited in a 3-D environment, and polygons were created with elevations computed from the filtered lidar returns. During the initial ground-modeling process returns from the water surface within each polygon were filtered and inspected for false low points. The elevation of each lake was computed as 5 cm above the minimum elevation of filtered-water surface cells within the lake polygon. Lake-boundary polygons were then incorporated into the final terrain model and enforced as hard breaklines. The initial ground classified-points falling within lake polygons were reclassified as water points and omitted from the final bare-earth DEM.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>9999-01-01T00:00:00</gco:DateTime>
                     </gmd:dateTime>
                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Creation of lidar intensity images (1) The TerraScan software suite was used to classify near-ground points. Geometric constraints were used to remove all points not near the earth. The resulting bare-earth ground model was then visually inspected and additional ground modeling was performed in site-specific areas to improve ground detail. (2) The corrected and filtered return points were compared to the real-time kinematic (RTK) ground survey points collected to verify the vertical and horizontal accuracies. (3) Laser points were then broken into tiles related to their quadrangle and output as GeoTiffs, colored (0-255) by intensity value.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>9999-01-01T00:00:00</gco:DateTime>
                     </gmd:dateTime>
                  </gmd:LI_ProcessStep>
               </gmd:processStep>
               <gmd:processStep>
                  <gmd:LI_ProcessStep>
                     <gmd:description>
                        <gco:CharacterString>Metadata was created to generally describe data acquisition of lidar and creation of lidar intensity images for the entire project.</gco:CharacterString>
                     </gmd:description>
                     <gmd:dateTime>
                        <gco:DateTime>2011-01-01T00:00:00</gco:DateTime>
                     </gmd:dateTime>
                  </gmd:LI_ProcessStep>
               </gmd:processStep>
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   </gmd:dataQualityInfo>
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         <gmd:otherConstraints>
            <gco:CharacterString>Metadata Use Constraints: If the user has modified the data in any way they are obligated to describe the types of modifications they have performed in the supporting metadata file. User specifically agrees not to imply that changes they made were approved by the Alaska Department of Natural Resources or Division of Geological &amp; Geophysical Surveys.</gco:CharacterString>
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         <gmd:maintenanceNote>
            <gco:CharacterString> This metadata was automatically generated from the FGDC Content Standard for Digital Geospatial Metadata standard (version FGDC-STD-001-1998) using the 2019-08-12T11:11:00 version of the FGDC CSDGM to ISO 19139 transform.</gco:CharacterString>
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                              <gco:CharacterString>(907)451-5020</gco:CharacterString>
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                              <gco:CharacterString>3354 College Road</gco:CharacterString>
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                              <gco:CharacterString>Fairbanks</gco:CharacterString>
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                              <gco:CharacterString>AK</gco:CharacterString>
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                           <gmd:postalCode>
                              <gco:CharacterString>99709-3707</gco:CharacterString>
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                              <gco:CharacterString>USA</gco:CharacterString>
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            </gmd:CI_ResponsibleParty>
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