Identification_Information:
  Citation:
    Citation_Information:
      Originator: U.S. Geological Survey
      Publication_Date: 2010
      Title: EAARL Coastal Topography--Eastern Florida, Post-Hurricane Frances, 2004: Bare Earth
      Edition: first
      Geospatial_Data_Presentation_Form: remote-sensing image
      Series_Information:
        Series_Name: U.S. Geological Survey Data Series
        Issue_Identification: 528
      Publication_Information:
        Publication_Place: St. Petersburg, FL
        Publisher: U.S. Geological Survey
  Description:
    Abstract: A bare-earth digital elevation map (also known as a Digital Elevation Model, or DEM) of a portion of the eastern Florida coastline was produced from remotely sensed, geographically referenced elevation measurements cooperatively by the U.S. Geological Survey (USGS) and the National Aeronautics and Space Administration (NASA). Elevation measurements were collected over the area using the NASA Experimental Advanced Airborne Research Lidar (EAARL), a pulsed laser ranging system mounted onboard an aircraft to measure ground elevation, vegetation canopy, and coastal topography. The system uses high-frequency laser beams directed at the Earth's surface through an opening in the bottom of the aircraft's fuselage. The laser system records the time difference between emission of the laser beam and the reception of the reflected laser signal in the aircraft. The plane travels over the target area at approximately 50 meters per second at an elevation of approximately 300 meters. The EAARL, developed by NASA at Wallops Flight Facility in Virginia, measures ground elevation with a vertical resolution of +/-15 centimeters. A sampling rate of 3 kilohertz or higher results in an extremely dense spatial elevation dataset. Over 100 kilometers of coastline can be surveyed easily within a 3- to 4-hour mission. When subsequent elevation maps for an area are analyzed, they provide a useful tool to make management decisions regarding land development.
    Purpose: The purpose of this project was to produce highly detailed and accurate bare-earth digital elevation maps of a portion of the eastern Florida coastline for use as a management tool and to make these data available to natural-resource managers and research scientists.
    Supplemental_Information:
      Raw lidar data are not in a format that is generally usable by resource managers and scientists for scientific analysis. 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 Program (CMGP) 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 Airborne 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. The zero crossing of the second derivative (that is, detection of local maxima) is used to detect "first surface" topography, while the trailing edge algorithm (that is, the algorithm searches for the location prior to the last return where direction changes along the trailing edge) is used to detect the range to the last return, or "bare earth." Statistical filtering, known as the Random Consensus Filter (RCF), is used to remove false bottom returns and other outliers from the EAARL topography data. The filter uses a grid of non-overlapping square cells (buffer) of user-defined size overlaid onto the original point cloud. The user also defines the vertical tolerance (vertical width) based on the topographic complexity and point-sampling density of the data. The maximum allowable elevation range within a cell is established by this vertical tolerance. An iterative process searches for the maximum concentration of points within the vertical tolerance and removes those points outside of the tolerance (Nayegandhi and others, 2009). These data are then converted to the North American Datum of 1983 and the North American Vertical Datum of 1988 (using the GEOID03 model). Each file contains data located in a 10-kilometer by 10-kilometer tile, where the upper-left bound can be assessed quickly through the filename. The first 3 numbers in the filename represent the left-most UTM easting coordinate (e###000) in meters, the next 4 numbers represent the top-most UTM northing coordinate (n####000) in meters, and the last 2 numbers (##) represent the UTM zone in which the tile is located (for example, be_e123_n4567_17).

      The development of custom software for creating these data products has been supported by the U.S. Geological Survey CMG Program's Decision Support for Coastal Parks, Sanctuaries, and Preserves project. Processed data products are used by the U.S. Geological Survey 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, and shoreline erosion and retreat.
  Time_Period_of_Content:
    Time_Period_Information:
      Single_Date/Time:
        Calendar_Date: 20040909
    Currentness_Reference: ground condition
  Status:
    Progress: Complete
    Maintenance_and_Update_Frequency: None planned
  Spatial_Domain:
    Bounding_Coordinates:
      West_Bounding_Coordinate: 4.5000 E+5
      East_Bounding_Coordinate: 6.0000 E+5
      North_Bounding_Coordinate: 3.40000 E+6
      South_Bounding_Coordinate: 2.92000 E+6
  Keywords:
    Theme:
      Theme_Keyword_Thesaurus: ISO 19115 Topic Category
      Theme_Keyword: elevation
      Theme_Keyword_Thesaurus: None
      Theme_Keyword: http://remotesensing.usgs.gov/
      Theme_Keyword: Airborne Lidar Processing System
      Theme_Keyword: ALPS
      Theme_Keyword: Digital Elevation Model
      Theme_Keyword: DEM
      Theme_Keyword: EAARL
      Theme_Keyword: Experimental Advanced Airborne Research Lidar
      Theme_Keyword: laser altimetry
      Theme_Keyword: lidar
      Theme_Keyword: remote sensing
      Theme_Keyword: topography
    Place:
      Place_Keyword_Thesaurus: http://nationalmap.gov/
      Place_Keyword: East Coast
      Place_Keyword: Florida
    Stratum:
      Stratum_Keyword_Thesaurus: http://lidar.cr.usgs.gov/
      Stratum_Keyword: Bare Earth
    Temporal:
      Temporal_Keyword_Thesaurus: http://www.esri.com/news/arcuser/1104/temporal.html
      Temporal_Keyword: 2004
      Temporal_Keyword: Post-Hurricane Frances
  Access_Constraints: None
  Use_Constraints: The U.S. Geological Survey and National Aeronautics and Space Administration request to be acknowledged as originators of these data in future products or derivative research.
  Point_of_Contact:
    Contact_Information:
      Contact_Person_Primary:
        Contact_Person: Xan Yates
        Contact_Organization: Jacobs Technology, U.S. Geological Survey, St. Petersburg Coastal and Marine Science Center, St. Petersburg, FL
      Contact_Position: Geologist/GIS Analyst/Metadata Specialist
      Contact_Address:
        Address_Type: mailing and physical address
        Address: 600 4th Street South
        City: St. Petersburg
        State_or_Province: FL
        Postal_Code: 33701
        Country: USA
      Contact_Voice_Telephone: 727 803-8747 (x3086)
      Contact_Facsimile_Telephone: 727 803-2031
      Contact_Electronic_Mail_Address: xyates@usgs.gov
      Hours_of_Service: M-F, 9:00-5:00 EST
  Data_Set_Credit: Acknowledgment of the U.S. Geological Survey, St. Petersburg Coastal and Marine 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. 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 photointerpretation, mapping conventions, and digital processes over time. These data are not legal documents and are not to be used as such.
  Security_Information:
    Security_Classification_System: Unclassified
    Security_Classification: Unclassified
    Security_Handling_Description: None
  Native_Data_Set_Environment: Microsoft Windows XP Version 5.1 (Build 2600) Service Pack 2; ESRI ArcCatalog 9.2.2.1350
  Cross_Reference:
    Citation_Information:
      Originator: Nayegandhi, A., Brock, J.C., and Wright, C.W.
      Publication_Date: 2009
      Title: Small footprint, waveform-resolving Lidar estimation of submerged and sub-canopy topography in coastal environments
      Series_Information:
        Series_Name: International Journal of Remote Sensing
        Issue_Identification: 30(4), p. 861-878
Data_Quality_Information:
  Attribute_Accuracy:
    Attribute_Accuracy_Report: The expected accuracy of the measured variables is as follows: attitude within 0.07 degree, 3 centimeters nominal ranging accuracy, and vertical elevation accuracy of +/-15 centimeters for the topographic surface. Quality checks are built into the data-processing software.
  Logical_Consistency_Report: Each file contains data located in a 10-kilometer by 10-kilometer tile where the upper-left bound can be assessed quickly through the filename.  The first 3 numbers in the filename represent the left-most UTM easting coordinate (e###000) in meters, the next 4 numbers represent the top-most UTM northing coordinate (n####000) in meters, and the last 2 numbers (##) represent the UTM zone in which the tile is located (for example, be_e123_n4567_17).
  Completeness_Report: Several regions of the dataset are labeled as "No Data," which corresponds to a cell value of -32767 meters in the GeoTIFF file. These "No Data" areas are a result of the survey not covering a particular region, optical water depth of greater than 1.5 Secchi disc depths, or the manual removal of lidar processing artifacts. The presence of "No Data" values does not necessarily indicate an absence of land, rather an absence of survey coverage.
  Positional_Accuracy:
    Horizontal_Positional_Accuracy:
      Horizontal_Positional_Accuracy_Report: Raw elevation measurements have been determined to be within 1 meter in horizontal accuracy.
    Vertical_Positional_Accuracy:
      Vertical_Positional_Accuracy_Report: Elevations are vertically consistent with the point elevation data, +/-15 centimeters.
  Lineage:
    Process_Step:
      Process_Description: The data are collected using a Cessna 310 aircraft. The NASA Experimental Advanced Airborne Research Lidar (EAARL) laser scanner collects the data using a green-wavelength (532-nanometer) raster scanning laser, while a digital camera acquires a visual record of the flight. The data are stored on hard drives and archived at the U.S. Geological Survey office in St. Petersburg, Florida, 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 Airborne 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).
      Process_Date: 20040909 through 20100824
      Process_Contact:
        Contact_Information:
          Contact_Person_Primary:
            Contact_Person: Amar Nayegandhi
            Contact_Organization: Jacobs Technology, U.S. Geological Survey, St. Petersburg Coastal and Marine Science Center, St. Petersburg, FL
          Contact_Position: Computer Scientist
          Contact_Address:
            Address_Type: mailing and physical address
            Address: 600 4th Street South
            City: St. Petersburg
            State_or_Province: FL
            Postal_Code: 33701
            Country: USA
          Contact_Voice_Telephone: 727 803-8747 (x3026)
          Contact_Electronic_Mail_Address: anayegandhi@usgs.gov
          Hours_of_Service: M-F, 9:00-5:00 EST
    Process_Step:
      Process_Description: Metadata imported into ArcCatalog from XML file.
      Process_Date: 20100824
      Process_Contact:
        Contact_Information:
          Contact_Person_Primary:
            Contact_Person: Xan Yates
            Contact_Organization: Jacobs Technology, U.S. Geological Survey, St. Petersburg Coastal and Marine Science Center, St. Petersburg, FL
          Contact_Position: Geologist/GIS Analyst/Metadata Specialist
          Contact_Address:
            Address_Type: mailing and physical address
            Address: 600 4th Street South
            City: St. Petersburg
            State_or_Province: FL
            Postal_Code: 33701
            Country: USA
          Contact_Voice_Telephone: 727 803-8747 (x3086)
          Contact_Electronic_Mail_Address: xyates@usgs.gov
          Hours_of_Service: M-F, 9:00-5:00 EST
Spatial_Data_Organization_Information:
  Indirect_Spatial_Reference: Tiling Index
  Direct_Spatial_Reference_Method: Raster
  Raster_Object_Information:
    Raster_Object_Type: Pixel
Spatial_Reference_Information:
  Horizontal_Coordinate_System_Definition:
    Planar:
      Grid_Coordinate_System:
        Grid_Coordinate_System_Name: Universal Transverse Mercator
        Universal_Transverse_Mercator:
          UTM_Zone_Number: 17
          Transverse_Mercator:
            Scale_Factor_at_Central_Meridian: 0.999600
            Longitude_of_Central_Meridian: -81.000000
            Latitude_of_Projection_Origin: 0
            False_Easting: 500000.000000
            False_Northing: 0
      Planar_Coordinate_Information:
        Planar_Coordinate_Encoding_Method: row and column
        Coordinate_Representation:
          Abscissa_Resolution: 2.500000
          Ordinate_Resolution: 2.500000
        Planar_Distance_Units: meters
    Geodetic_Model:
      Horizontal_Datum_Name: North American Datum of 1983
      Ellipsoid_Name: Geodetic Reference System 80
      Semi-major_Axis: 6378137.000000
      Denominator_of_Flattening_Ratio: 298.25722210100002
  Vertical_Coordinate_System_Definition:
    Altitude_System_Definition:
      Altitude_Datum_Name: North American Vertical Datum of 1988
      Altitude_Resolution: 0.15
      Altitude_Distance_Units: meters
      Altitude_Encoding_Method: Explicit elevation coordinate included with horizontal coordinates
Entity_and_Attribute_Information:
  Overview_Description:
    Entity_and_Attribute_Overview: Each pixel of the encoded GeoTIFF has an explicit elevation value associated with it. The GeoTIFF grid is encoded with a 2.5-meter resolution. The input parameters for the random consensus filter (RCF) were: grid cell size (buffer) = 7 meters x 7 meters; vertical tolerance (vertical width) = 50 centimeters.
    Entity_and_Attribute_Detail_Citation: http://pubs.usgs.gov/of/2009/1078/
Distribution_Information:
  Distributor:
    Contact_Information:
      Contact_Organization_Primary:
        Contact_Organization: U.S. Geological Survey
        Contact_Person: Amar Nayegandhi
      Contact_Position: Project Manager
      Contact_Address:
        Address_Type: mailing and physical address
        Address: 600 4th Street South
        City: St. Petersburg
        State_or_Province: FL
        Postal_Code: 33701
        Country: USA
      Contact_Voice_Telephone: 727 803-8747 (x3026)
      Hours_of_Service: M-F, 9:00-5:00 EST
  Resource_Description: DS 528
  Distribution_Liability: This DVD publication 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.
  Standard_Order_Process:
    Digital_Form:
      Digital_Transfer_Information:
        Format_Name: GeoTIFF
        Format_Version_Number: 2
        Format_Specification: GeoTIFF
      Digital_Transfer_Option:
        Offline_Option:
          Offline_Media: DVD
          Recording_Format: DVD
    Fees: Vary
    Ordering_Instructions: Contact U.S. Geological Survey.
    Turnaround: Vary
  Custom_Order_Process: Contact U.S. Geological Survey for details.
  Available_Time_Period:
    Time_Period_Information:
      Single_Date/Time:
        Calendar_Date: 20040909
Metadata_Reference_Information:
  Metadata_Date: 20100824
  Metadata_Contact:
    Contact_Information:
      Contact_Person_Primary:
        Contact_Person: Xan Yates
        Contact_Organization: Jacobs Technology, U.S. Geological Survey, St. Petersburg Coastal and Marine Science Center, St. Petersburg, FL
      Contact_Position: Geologist/GIS Analyst/Metadata Specialist
      Contact_Address:
        Address_Type: mailing and physical address
        Address: 600 4th Street South
        City: St. Petersburg
        State_or_Province: FL
        Postal_Code: 33701
        Country: USA
      Contact_Voice_Telephone: 727 803-8747 (x3086)
      Contact_Electronic_Mail_Address: xyates@usgs.gov
      Hours_of_Service: M-F, 9:00-5:00 EST
  Metadata_Standard_Name: FGDC Content Standards for Digital Geospatial Metadata
  Metadata_Standard_Version: FGDC-STD-001-1998
  Metadata_Time_Convention: local time
  Metadata_Extensions:
    Online_Linkage: http://www.esri.com/metadata/esriprof80.html
    Profile_Name: ESRI Metadata Profile