<?xml version="1.0" encoding="ascii"?>
<metadata xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="http://www.ngdc.noaa.gov/metadata/published/xsd/ngdcSchema/schema.xsd">
    <idinfo>
        <datsetid> gov.noaa.csc.maps:2003_HI_m25 </datsetid>
        <citation>
            <citeinfo>
                <origin> DOC/NOAA/NOS/CSC/CRS &gt; Coastal Remote Sensing Program, Coastal Services Center, National Ocean Service, NOAA, U.S. Department of Commerce </origin>
                <pubdate> 20061018 </pubdate>
                <title> 2003 Oahu coastline lidar mapping project </title>
                <geoform> model </geoform>
                <onlink> http://www.csc.noaa.gov/lidar </onlink>
            </citeinfo>
        </citation>
        <descript>
            <abstract> LIDAR data is remotely sensed high-resolution elevation data collected by an airborne collection platform. Using a combination of laser rangefinding, GPS positioning and inertial measurement technologies; LIDAR instruments are able to make highly detailed Digital Elevation Models (DEMs) of the earth&apos;s terrain, man-made structures and vegetation. This data was collected over a 100 meter swath of the Oahu, Hawaii coastline with a Leica ALS-40 Aerial Lidar Sensor.
                Multiple returns were recorded for each pulse in addition to an intensity value. </abstract>
            <purpose> The purpose of this mapping project is to create and deliver digital terrain models (DTM), to support the environmental, social, and economic well being of the coast by linking people, information, and technology. The data will support the local Coastal Zone Managers in their decision-making processes </purpose>
        </descript>
        <timeperd>
            <timeinfo>
                <rngdates>
                    <begdate> 20031021 </begdate>
                    <enddate> 20031207 </enddate>
                </rngdates>
            </timeinfo>
            <current> Ground conditions </current>
        </timeperd>
        <status>
            <progress> Complete </progress>
            <update> Unknown </update>
        </status>
        <spdom>
            <bounding>
                <westbc> -158.28200 </westbc>
                <eastbc> -157.64879 </eastbc>
                <northbc> 21.728400 </northbc>
                <southbc> 21.250250 </southbc>
            </bounding>
        </spdom>
        <keywords>
            <theme>
                <themekt> EDI Thesaurus </themekt>
                <themekey> Digital Terrain Model </themekey>
                <themekey> DTM </themekey>
                <themekey> Lidar Point Cloud </themekey>
                <themekey> Lidar </themekey>
                <themekey> DEM </themekey>
                <themekey> Digital Elevation Model </themekey>
                <themekey> elevation and derived products </themekey>
                <themekey> elevation model </themekey>
                <themekey> LIDAR </themekey>
                <themekey> surface model </themekey>
            </theme>
            <place>
                <placekt> Geographic Names Information System </placekt>
                <placekey> Hawaii </placekey>
                <placekey> Honolulu </placekey>
                <placekey> Oahu </placekey>
            </place>
        </keywords>
        <accconst> none </accconst>
        <useconst> Any conclusions drawn from analysis of this information are not the responsibility of NOAA or the Coastal Services Center. 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 it&apos;s limitations. </useconst>
        <ptcontac>
            <cntinfo>
                <cntorgp>
                    <cntorg> Coastal Remote Sensing Program </cntorg>
                </cntorgp>
                <cntpos> TCM Project Scientist </cntpos>
                <cntaddr>
                    <addrtype> mailing and physical address </addrtype>
                    <address>
            2234 South Hobson Avenue
          </address>
                    <city> Charleston </city>
                    <state> South Carolina </state>
                    <postal> 29405 </postal>
                    <country> United States </country>
                </cntaddr>
                <cntvoice> (843) 740-1200 </cntvoice>
                <cntemail> csc@csc.noaa.gov </cntemail>
            </cntinfo>
        </ptcontac>
        <datacred> n/a </datacred>
    </idinfo>
    <dataqual>
        <attracc>
            <attraccr> 1. Lidar data was collected and processed in accordance with FEMA guidance as published in Appendix A, February, 2002. 2. Lidar data at the interface between the land and ocean was collected (when possible) during periods when tides were predicted to be below mean lower low water based upon NOAA CO-OPS tide predictions for the nearest tidal station. 3. Lidar data accuracy is in accordance with the National Standard for Spatial Accuracy (NSSDA). When compared to 14 GPS
                static survey points in open non-vegetated areas, at least 95% of the positions have an error less than or equal to 28.8 cm (equivalent to root mean square error of 14.7 cm). </attraccr>
        </attracc>
        <logic> Compliance with the accuracy standard was ensured by the placement of GPS ground control prior to the acquisition of lidar data. The following checks were performed. 1. The ground control and airborne GPS data stream were validated through a fully analytical boresight adjustment. 2. The DTM (Digital Terrain Model) data were checked against the project control. 3. Lidar elevation data was validated through an inspection of edge matching and visual inspection for quality (artifact
            removal). </logic>
        <complete> 1. EarthData&apos;s proprietary software, Checkedb, for verification against ground survey points. 2. Terrascan, for verification of automated and manual editing and final QC of products. </complete>
        <posacc>
            <horizpa>
                <horizpar> The lidar data fully comply with FEMA guidance as published in Appendix A, February, 2002. </horizpar>
            </horizpa>
            <vertacc>
                <vertaccr> The lidar data fully comply with FEMA guidance as published in Appendix A, February, 2002 and National Standard for Spatial Accuracy (NSSDA). When compared to 14 GPS static survey points in open non-vegetated areas, at least 95% of the positions have an error less than or equal to 28.8 cm (equivalent to root mean square error of 14.7 cm). </vertaccr>
            </vertacc>
        </posacc>
        <lineage>
            <srcinfo>
                <srccite>
                    <citeinfo>
                        <origin> Kevin J. Chappell </origin>
                        <pubdate> 20031105 </pubdate>
                        <title> Report of Survey - Oahu, Hawaii </title>
                        <geoform> diagram </geoform>
                    </citeinfo>
                </srccite>
                <typesrc> electronic mail system </typesrc>
                <srctime>
                    <timeinfo>
                        <rngdates>
                            <begdate> 20031104 </begdate>
                            <enddate> 20031105 </enddate>
                        </rngdates>
                    </timeinfo>
                    <srccurr> Ground Condition </srccurr>
                </srctime>
                <srccitea> Ground Control </srccitea>
                <srccontr> Kevin Chappell, of Terrasurv and under contract to EarthData International established 30 ground control points along the coastline of the island of Oahu and within a blocked area around Honolulu where the 2005 flight was flown. The points were surveyed using GPS for both vertical and horizontal oordinate values. The horizontal datum used was the North American Datum of 1983 (Pacific Plate Fixed Realization, epoch 2002.0). The vertical datum used was a Local Tidal
                    Datum. </srccontr>
            </srcinfo>
            <srcinfo>
                <srccite>
                    <citeinfo>
                        <origin> EarthData Aviation, LLC </origin>
                        <pubdate> 20031207 </pubdate>
                        <title> Aerial Lidar Acquisition over Coastal Oahu, HI </title>
                        <geoform> model </geoform>
                    </citeinfo>
                </srccite>
                <typesrc> Firewire Drive </typesrc>
                <srctime>
                    <timeinfo>
                        <rngdates>
                            <begdate> 20031021 </begdate>
                            <enddate> 20031207 </enddate>
                        </rngdates>
                    </timeinfo>
                    <srccurr> Ground Condition </srccurr>
                </srctime>
                <srccitea> Aerial Lidar Acquisition </srccitea>
                <srccontr> Horizons Inc., was contracted by EarthData International to collect ALS-40 Lidar data over the coastal area of Oahu, Hawaii. The project site was flown on October 21 and November 1, 8, 24, 27, and December 7, 2003, using aircraft 2636P. Lidar data was captured using an ALS-40 Lidarsystem, including an inertial measuring unit (IMU) and a dual frequency GPS receiver. Lidar was obtained at an altitude of 1,524 meters (5,000 feet) above mean terrain, at an average airspeed
                    of 110 knots. Sensor pulse rate was set at 20,000 Hz with a field of view of 20 degrees and a scan rate of 19 Hz. Average swath width of the collected raw lines is 537 meters. Point spaing was 2 meters. Lidar data was recorded in conjunction with airborne GPS and IMU; the stationary GPS receiver was positioned over a control point located at the airport. Recorded digital data was shipped via external hard drive to the production facility for processing. During airborne data
                    collection, an additional GPS receiver was in constant operation over a published National Geodetic Survey (NGS) control point at at Honolulu Airport. The coordinate value for temporary control point &quot;PHNL&quot; was determined by a network adjustment to CORS stations EHN1 and HNLC, both of which were tied to the project control network. During the data acquisition, the receivers collected phase data at an epoch rate of 1 Hz. All GPS phase data was post processed with
                    continuous kinematic survey techniques using &quot;On the Fly&quot; (OTF) integer ambiguity resolution. The GPS data was processed with forward and reverse processing algorithms. An adjustment was made to the ellipsoid height of the published point by Terrasurv to reflect Local Tidal Elevation. The results from each process, using the data collected at the airport, were combined to yield a single fixed integer phase differential solution of the aircraft trajectory.
                </srccontr>
            </srcinfo>
            <procstep>
                <procdesc> EarthData has developed a unique method for processing lidar data to identify and remove elevation points falling on vegetation, buildings, and other aboveground structures. The algorithms for filtering data were utilized within EarthData&apos;s proprietary software and commercial software written by TerraSolid. This software suite of tools provides efficient processing for small to large-scale, projects and has been incorporated into ISO 9001 compliant production work
                    flows. The following is a step-by-step breakdown of the process. 1. Using the lidar data set provided by EarthData, the technician performs calibrations on the data set. 2. Using the lidar data set provided by EarthData, the technician performed a visual inspection of the data to verify that the flight lines overlap correctly. The technician also verified that there were no voids, and that the data covered the project limits. The technician then selected a series of areas
                    from the data set and inspected them where adjacent flight lines overlapped. These overlapping areas were merged and a process which utilizes 3-D Analyst and EarthData&apos;s proprietary software was run to detect and color code the differences in elevation values and profiles. The technician reviewed these plots and located the areas that contained systematic errors or distortions that were introduced by the lidar sensor. 3. Systematic distortions highlighted in step 2 were
                    removed and the data was re-inspected. Corrections and adjustments can involve the application of angular deflection or compensation for curvature of the ground surface that can be introduced by crossing from one type of land cover to another. 4. The lidar data for each flight line was trimmed in batch for the removal of the overlap areas between flight lines. The data was checked against a control network to ensure that vertical requirements were maintained. Conversion to
                    the client-specified datum and projections were then completed. The lidar flight line data sets were then segmented into adjoining tiles for batch processing and data management. 5. The initial batch-processing run removed 95% of points falling on vegetation. The algorithm also removed the points that fell on the edge of hard features such as structures, elevated roadways and bridges. 6. The operator interactively processed the data using lidar editing tools. During this
                    final phase the operator generated a TIN based on a desired thematic layers to evaluate the automated classification performed in step 5. This allowed the operator to quickly re-classify points from one layer to another and recreate the TIN surface to see the effects of edits. Geo-referenced images were toggled on or off to aid the operator in identifying problem areas. The data was also examined with an automated profiling tool to aid the operator in the reclassification. 6.
                    The final DEM was written to an ESRI grid format (.flt). 7. The point cloud data were also delivered in LAS format. </procdesc>
                <srcused> Lidar </srcused>
                <procdate> 20050902 </procdate>
                <srcprod> Lidar </srcprod>
                <proccont>
                    <cntinfo>
                        <cntorgp>
                            <cntorg> EarthData International </cntorg>
                            <cntper> Harold Rempel </cntper>
                        </cntorgp>
                        <cntpos> Senior Project Manager </cntpos>
                        <cntaddr>
                            <addrtype> mailing and physical address </addrtype>
                            <address>
                7320 Executive Way
              </address>
                            <city> Frederick </city>
                            <state> Maryland </state>
                            <postal> 21704 </postal>
                        </cntaddr>
                        <cntvoice> 301-948-8550 </cntvoice>
                        <cntemail> metadata@earthdata.com </cntemail>
                    </cntinfo>
                </proccont>
            </procstep>
            <procstep>
                <procdesc> The NOAA Coastal Services Center (CSC) received LAS files containing the point cloud elevation data from Earth Data, Inc. CSC performed the following processing on the data to make it available within the Lidar Data Retrieval Tool (LDART): 1. Variable length header records were added to the LAS files to identify projection, datum and sort order. 2. The LAS files were sorted by latitude. </procdesc>
                <procdate> 20050927 </procdate>
                <proccont>
                    <cntinfo>
                        <cntorgp>
                            <cntorg> Coastal Remote Sensing Program </cntorg>
                        </cntorgp>
                        <cntpos> TCM Project Scientist </cntpos>
                        <cntaddr>
                            <addrtype> mailing and physical address </addrtype>
                            <address>
                2234 South Hobson Avenue
              </address>
                            <city> Charleston </city>
                            <state> South Carolina </state>
                            <postal> 29405 </postal>
                            <country> United States </country>
                        </cntaddr>
                        <cntvoice> (843) 740-1200 </cntvoice>
                        <cntemail> csc@csc.noaa.gov </cntemail>
                    </cntinfo>
                </proccont>
            </procstep>
            <procstep>
                <procdesc> The NOAA National Geophysical Data Center (NGDC) received Lidar data files on external harddrive. The disk contains LiDAR data from the NOAA Coastal Services Center. The data are currently being served via Digital Coastl at http://www.csc.noaa.gov/digitalcoast/. The data can be used to re-populate the system. The data are provided on this disk in LAS format. LAS format is an industry standard for serving LiDAR data. The data are exclusively in geographic coordinates,
                    however, the datums used vary. Most are NAD 83, however some are in ITRF. Vertical systems include both ellipsoid (ITRF and NAD 83) and NAVD 88. For NAVD 88 values, Geiod 03 is primarily used; however, data received in NAVD 88 prior to 2003 was processed using Geoid 99. </procdesc>
                <procdate> 20060103 </procdate>
                <proccont>
                    <cntinfo>
                        <cntorgp>
                            <cntorg> DOC/NOAA/NESDIS/NGDC &gt; National Geophysical Data Center, NESDIS, NOAA, U.S. Department of Commerce </cntorg>
                            <cntper> Pamela Grothe </cntper>
                        </cntorgp>
                        <cntaddr>
                            <addrtype> Mailing and Physical Address </addrtype>
                            <address>
                NOAA/NESDIS/NGDC E/GC1 325 Broadway
              </address>
                            <city> Boulder </city>
                            <state> CO </state>
                            <postal> 80305-3328 </postal>
                            <country> USA </country>
                        </cntaddr>
                        <cntvoice> (303) 497-6120 </cntvoice>
                        <cnttdd> (303) 497-6958 </cnttdd>
                        <cntfax> (303) 497-6513 </cntfax>
                        <cntemail> pamela.grothe@noaa.gov </cntemail>
                        <hours> 7:30-5:00 Mountain </hours>
                        <cntinst> Contact Data Center </cntinst>
                    </cntinfo>
                </proccont>
            </procstep>
        </lineage>
        <cloud> 0 </cloud>
    </dataqual>
    <spdoinfo>
        <direct> Point </direct>
        <ptvctinf>
            <sdtsterm>
                <sdtstype> Point </sdtstype>
            </sdtsterm>
        </ptvctinf>
    </spdoinfo>
    <spref>
        <horizsys>
            <geograph>
                <latres> 4.19255512697643e-10 </latres>
                <longres> 3.90594694490901e-10 </longres>
                <geogunit> Decimal degrees </geogunit>
            </geograph>
            <geodetic>
                <horizdn> North American Datum of 1983 </horizdn>
                <ellips> Geodetic Reference System 80 </ellips>
                <semiaxis> 6378137 </semiaxis>
                <denflat> 298.257 </denflat>
            </geodetic>
        </horizsys>
        <vertdef>
            <altsys>
                <altdatum> North American Vertical Datum of 1988 </altdatum>
                <altres> 0.01 </altres>
                <altunits> meters </altunits>
                <altenc> Explicit elevation coordinate included with horizontal coordinates </altenc>
            </altsys>
        </vertdef>
    </spref>
    <distinfo>
        <distrib>
            <cntinfo>
                <cntorgp>
                    <cntorg> NOAA Coastal Services Center </cntorg>
                </cntorgp>
                <cntpos> Coastal Remote Sensing Program Manager </cntpos>
                <cntaddr>
                    <addrtype> mailing and physical address </addrtype>
                    <address>
            2234 South Hobson Avenue
          </address>
                    <city> Charleston </city>
                    <state> SC </state>
                    <postal> 29405-2413 </postal>
                </cntaddr>
                <cntvoice> none </cntvoice>
                <cntemail> csc@csc.noaa.gov </cntemail>
            </cntinfo>
        </distrib>
        <distliab> Any conclusions drawn from analysis of this information are not the responsibility of NOAA or the Coastal Services Center. </distliab>
        <custom> This data can be obtained on-line at the following URL: http://csc-s-maps-q.csc.noaa.gov/dataviewer/viewer.html. </custom>
    </distinfo>
    <distinfo>
        <distrib>
            <cntinfo>
                <cntorgp>
                    <cntorg> DOC/NOAA/NESDIS/NGDC &gt; National Geophysical Data Center, NESDIS, NOAA, U.S. Department of Commerce </cntorg>
                    <cntper> Pamela Grothe </cntper>
                </cntorgp>
                <cntaddr>
                    <addrtype> Mailing and Physical Address </addrtype>
                    <address>
            NOAA/NESDIS/NGDC E/GC1 325 Broadway
          </address>
                    <city> Boulder </city>
                    <state> CO </state>
                    <postal> 80305-3328 </postal>
                    <country> USA </country>
                </cntaddr>
                <cntvoice> (303) 497-6120 </cntvoice>
                <cnttdd> (303) 497-6958 </cnttdd>
                <cntfax> (303) 497-6513 </cntfax>
                <cntemail> pamela.grothe@noaa.gov </cntemail>
                <hours> 7:30-5:00 Mountain </hours>
                <cntinst> Contact Data Center </cntinst>
            </cntinfo>
        </distrib>
        <distliab> Disclaimer While every effort has been made to ensure that these data are accurate and reliable within the limits of the current state of the art, NOAA cannot assume liability for any damages caused by any errors or omissions in the data, nor as a result of the failure of the data to function on a particular system. NOAA makes no warranty, expressed or implied, nor does the fact of distribution constitute such a warranty. </distliab>
        <custom> The National Geophysical Data Center serves as the archive for this LIDAR data. NGDC should only be contacted for this data if it cannot be obtained from NOAA Coastal Services Center. </custom>
    </distinfo>
    <metainfo>
        <metd>20111119</metd>
        <metrd>20111119</metrd>
        <metfrd>20121119</metfrd>
        <metc>
            <cntinfo>
                <cntorgp>
                    <cntorg> NOAA Coastal Services Center </cntorg>
                    <cntper> Keil Schmid </cntper>
                </cntorgp>
                <cntpos> Metadata Specialist </cntpos>
                <cntaddr>
                    <addrtype> mailing and physical address </addrtype>
                    <address>
            2234 South Hobson Avenue
          </address>
                    <city> Charleston </city>
                    <state> SC </state>
                    <postal> 29405-2413 </postal>
                </cntaddr>
                <cntvoice> none </cntvoice>
                <cntemail> metadata@csc.noaa.gov </cntemail>
            </cntinfo>
        </metc>
        <metstdn> FGDC Content Standards for Digital Geospatial Metadata </metstdn>
        <metstdv> FGDC-STD-001-1998 </metstdv>
    </metainfo>






</metadata>
