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IceBridge ATM L1B Elevation and Return Strength, Version 2

This data set contains spot elevation measurements of Arctic and Antarctic sea ice, and Greenland, Antarctic Peninsula, and West Antarctic region ice surface acquired using the NASA Airborne Topographic Mapper (ATM) instrumentation. The data were collected as part of Operation IceBridge funded aircraft survey campaigns.

Operation IceBridge products may include test flight data that are not useful for research and scientific analysis. Test flights usually occur at the beginning of campaigns. Users should read flight reports for the flights that collected any of the data they intend to use. Check IceBridge campaign Flight Reports for dates and information about test flights.

Table of Contents

  1. Contacts and Acknowledgments
  2. Detailed Data Description
  3. Data Access and Tools
  4. Data Acquisition and Processing
  5. References and Related Publications
  6. Document Information

Citing These Data

The following example shows how to cite the use of this data set in a publication. For more information, see our Use and Copyright Web page.

Krabill, William B. 2010, updated 2013. IceBridge ATM L1B Elevation and Return Strength, [indicate subset used]. Boulder, Colorado USA: NASA DAAC at the National Snow and Ice Data Center. http://nsidc.org/data/ilatm1b.html.

Overview

Platform

NASA P-3B, NASA DC-8, Kenn Borek DHC-6, and others

Sensor

Airborne Topographic Mapper (ATM)

Spatial Coverage

Antarctica, Greenland, and Arctic/Antarctic oceans

Spatial Resolution

Typically 400 meters wide with 1 meter sampling

Temporal Coverage

31 March 2009 to the present

Temporal Resolution

Seasonal

Parameters

Elevation Measurements
Surface Return Amplitude Relative Un-calibrated Values

Data Format

HDF5

Metadata Access

View Metadata Record

Version

See the Version History section of this document for previous version information.

Get Data

HDF5 data beginning with the 2013 Arctic campaign: FTP.

Qfit data for 2012 Antarctica and earlier campaigns: FTP.

1. Contacts and Acknowledgments

Investigator(s) Name and Title

William Krabill
NASA/Wallops Flight Facility (WFF)
Code 614.1
Hydrospheric & Biospheric Sciences Laboratory
Wallops Island, VA 23337

Technical Contact

NSIDC User Services
National Snow and Ice Data Center
CIRES, 449 UCB
University of Colorado
Boulder, CO 80309-0449  USA
phone: +1 303.492.6199
fax: +1 303.492.2468
form: Contact NSIDC User Services
e-mail: nsidc@nsidc.org

Acknowledgements

The ATM project team would like to acknowledge the dedicated flight crews, whose efforts allowed the safe and efficient collection of this data over some of the most isolated and extreme regions on this planet.

2. Detailed Data Description

Format

The 2013 Arctic data are in HDF5 format. The fundamental form of the ATM topography data is a sequence of laser footprint locations acquired in a swath along the aircraft flight track.

HDF5 Data

The root group in the HDF5 file contains individual parameters for the latitude, longitude and elevation of the laser footprint. The root group also contains two subgroups as described in Table 3. Each data file is paired with an associated XML file. The XML files contain location, platform, and instrument metadata.

Qfit Data

For details on the Qfit data, see the Version 1 documentation.

Note: For sub-sampled ATM data, see the IceBridge ATM L2 Icessn Elevation, Slope, and Roughness data set.

File and Directory Structure

The ATM data are organized in chronological order. Data from a single aircraft flight is broken into a sequence of files, each of which contains about a million laser measurements (about 5.5 minutes duration at 3 kHz laser pulse rate). The name of each file in the sequence contains the starting date and time for that file.

File Naming Convention

Data fles are named according to the following conventions and as described in Table 1:

ILATM1B_20130320_141441.ATM4BT4.h5
ILATM1B_YYYYMMDD_141441.ATM4BT4.h5.xml

ILATM1B_YYYYMMDD_hhmmss.ATM4XTn.xxx

Where:

Table 1. File Naming Convention
Variable Description
ILATM1B File name prefix indicating ATM L1B data
YYYY Four-digit year of survey
MM Two-digit month of survey
DD Two-digit day of survey
hh Two-digit hours, beginning of file time
mm Two-digit minutes, beginning of file time
SS Two-digit seconds, beginning of file time
ATM4X Airborne Topographic Mapper instrument identification, e.g. atm4c or ATM4B
Tn Identifier of transceiver used, affecting off-nadir scan angle:
T2 = 15-degree
T3 = 23-degree
T4 = 30-degree
.xxx indicates output file: e.g. h5, or h5.xml

XML metadata file names use the above convention, with a .xml extension.

File Size

HDF5 elevation measurement files range from approximately 200 KB to 20 MB.

XML files range from approximately 5 KB 12 KB.

Volume

The HDF files are approximately 22 GB.

Spatial Coverage

Spatial coverage for the IceBridge ATM campaigns includes the Arctic, Greenland, Antarctica, and surrounding ocean areas. In effect, this represents the coverage noted below.

Arctic / Greenland:
Southernmost Latitude 60° N
Northernmost Latitude: 90° N
Westernmost Longitude: 180° W
Easternmost Longitude: 180° E

Antarctic:
Southernmost Latitude: 90° S
Northernmost Latitude: 53° S
Westernmost Longitude: 180° W
Easternmost Longitude: 180° E

Spatial Resolution

The ATM surface elevation measurements have been acquired from a conically scanning LIDAR system. Coupled with the motion of the aircraft in flight, the resulting array of laser spot measurements is a tight spiral of elevation points. The surface elevation measurements generally consist of a pattern of overlapping roughly elliptical patterns on the surveyed surface, forming a swath of measurements along the path of the aircraft. Resolution varies with the altitude flown and the scanner configuration for the LIDAR. At a typical altitude of 500 m above ground level, a laser pulse rate of 5 kHz, and a scan width of 22.5 degrees off-nadir, the average point density is one laser shot per 10 m2 within the swath.

Projection and Grid Description

Data are given in geographic latitude and longitude coordinates. Data coordinates are referenced to the WGS84 ellipsoid. Reference frame is prescribed by the International Terrestrial Reference Frame (ITRF) convention in use at the time of the surveys. For more on the reference frame, see the ITRF specification Web site.

Temporal Coverage

These data were collected as part of Operation IceBridge funded campaigns beginning 31 March 2009 to the present.

Temporal Resolution

IceBridge campaigns are conducted on an annual repeating basis. Arctic and Greenland campaigns are conducted during March, April, and May, and Antarctic campaigns are conducted during October and November.

The sampling frequency for the Airborne Topographic Mapper is 3 or 5 kHz.

Parameter or Variable

The ATM L1B Elevation and Return Strength data set includes glacier, ice sheet, and sea ice elevation measurements, and relative transmitted and return reflectance.

The ATM times are rounded to 0.001 seconds. The ATM instrument operates at a sampling rate 3 or of 5 kHz. When rounding to 0.001 seconds, three or five points will appear with the same time stamp.

HDF5 File Parameter Description

Parameters contained in HDF5 ATM data files are described in Table 2.

Table 2. HDF Group and Contents Description

Group

Parameter

Description

Units

/(root) latitude Laser spot latitude Degrees
longitude Laser spot longitude Degrees
elevation Laser spot elevation above ellipsoid Meters
/instrument_parameters/ azimuth Scanner azimuth angle Degrees
gps_pdop GPS dilution of precision (PDOP) Dimensionless
pitch Pitch angle Degrees
roll Roll angle Degrees
rcv_sigstr Received (reflected) signal strength dimensionless relative values (or data numbers, DN)
xmt_sigstr Transmitted (start pulse) signal strength dimensionless relative values (or data numbers, DN)
pulse_width Laser received pulse width at half height, number of digitizer samples at 0.5 nanosecond per sample Count
rel_time Relative time measured from start of file Seconds
time_hhmmss GPS time packed, example: 153320.100 = 15 hours 33 minutes 20 seconds 100 milliseconds. Seconds
/ancillary_data/ reference_frame ITRF designation of reference frame Text name
Min_latitude Minimum value of latitude for this file Degrees
Min_longitude Minimum value of longitude for this file

Degrees

Max_latitude

Maximum value of latitude for this file

Degrees

Max_longitude

Maximum value of longitude for this file

Degrees

Header_text Raw data (in human readable form) containing comments or processing history of the parameter data. None
Header_binary Raw data (in binary form) containing comments or processing history of the parameter data. None

Sample Data Record

Below is an ASCII format excerpt of the ILATM1B_20091030_212220.atm4cT3.qi data file converted from the binary. The 12 fields in each record correspond to the columns described in Table 2.

sample data record

3. Data Access and Tools

Data Access

HDF5 data beginning with the 2013 Arctic campaign: FTP.

Qfit data for 2012 Antarctica and earlier campaigns: FTP.

Software and Tools

The following external links provide access to software for reading and viewing HDF5 data files. Please be sure to review instructions on installing and running the programs.

HDFView: Visual tool for browsing and editing HDF4 and HDF5 files.

Panoply netCDF, HDF and GRIB Data Viewer: Cross-platform application. Plots geo-gridded arrays from netCDF, HDF and GRIB datasets.

For additional tools, see the HDF-EOS Tools and Information Center.

4. Data Acquisition and Processing

Theory of Measurements

A laser altimeter measures range from the instrument to a target by measuring the elapsed time between emission of a laser pulse and detection of laser energy reflected by the target surface. Range to the target is calculated as half the elapsed emission/return time multiplied by the speed of light. Target range is converted to geographic position by integration with platform GPS and attitude or Inertial Measurement Unit (IMU) information.

Data Acquisition Methods

The ATM instrument package includes suites of LIDAR, GPS and attitude measurement subsystems. The instrument package is installed onboard the aircraft platform and calibrated during ground testing procedures. Installation mounting offsets, the distances between GPS and attitude sensors and the ATM LIDARs, are measured using surveying equipment. One or more ground survey targets, usually aircraft parking ramps, are selected and surveyed on the ground using differential GPS techniques. Prior to missions, one or more GPS ground stations are established by acquiring low rate GPS data over long time spans. Approximately one hour prior to missions both the GPS ground station and aircraft systems begin data acquisition. During the aircraft flight, the ATM instrument suite acquires LIDAR, GPS and attitude sensor data over selected targets, including several passes at differing altitudes over the selected ground survey calibration sites. The aircraft and ground systems continue to acquire data one hour post-mission. Instrument parameters estimated from the surveys of calibration sites are used for post-flight calculation of laser footprint locations. These parameters are later refined using inter-comparison and analysis of ATM data where flight lines cross or overlap.

Derivation Techniques and Algorithms

Each ATM surface elevation measurement corresponds to one laser pulse. The measurements have not been re-sampled. The transmitted laser pulse and the received backscatter pulse from the ground surface are photodetected and captured by a waveform digitizer. Post-flight processing of the waveforms yields the time of flight between transmitted and received signals. This time of flight value is converted to a distance compensated for speed of light through atmosphere. The scan azimuth of the LIDAR scanner mirror together with the aircraft attitude determine the pointing angle of the LIDAR. GPS aircraft position, pointing angle of the LIDAR, and range measured by the LIDAR are used to compute position of laser footprint on the ground.

Trajectory and Attitude Data

Aircraft position is determined by Global Navigation Satellite System (GNSS) systems that incorporate NAVSTAR Global Positioning System (GPS) and, for later campaigns, the Globalnaya Navigatsionnaya Sputnikovaya Sistema (GLONASS). Carrier phase measurements are logged by an antenna and receiver on the aircraft. In post-flight processing, these measurements are combined with similar measurements from static ground stations to produce a kinematic differential solution of the aircraft trajecotry at 0.5 second intervals, and more recently at 0.1 second intervals.

Aircraft attitude is logged from a commercial Intertial Navigation System (INS), also known as an Inertial Measurement Unit (IMU).

Processing Steps

The following processing steps are performed by the data provider.

  1. Preliminary processing of ATM LIDAR data through the cvalid program, applying calibration factors to convert time of flight to range, scan pointing angles, and interpolate attitude to each LIDAR measurement.
  2. Processing of GPS data into aircraft trajectory files using double-differenced dual-frequency carrier phase-tracking.
  3. Determination of all biases and offsets: heading, pitch, roll, ATM-GPS [x,y,z] offset, scanner angles, range bias.
  4. Processing of the LIDAR and GPS data with all biases and offsets through the qfit program, resulting in output files containing a surface elevation (ellipsoid height) and a geographic location in latitude and east longitude, with ancillary parameters noted in Table 4.

Version History

Version 2.0 of the ILATM1B data. Beginning with the 2013 Arctic campaign, all data will be provided in HDF5 format. In the near future, qfit data from all campaigns prior to Spring 2013 will be replaced with HDF5 data.

Error Sources

During collection of IceBridge ATM Greenland data on 12 and 13 April 2010, hydraulic oil progressively leaked from the forward landing gear on the DC8 aircraft. The oil was blown back along the bottom of the fuselage and across the nadir window through which the ATM was transmitting and receiving the laser signal. The ATM signal was attenuated, and data in part of the scan is missing as a result. The problem developed during the flight and worsened through time. The ATM still acquired more than half of the shots throughout the scan. The net effect of this problem is to decrease the number of shot returns logged, the same as if the laser power was reduced. To the user this will appear as a reduced point density on the ground. This issue will not affect the accuracy of the data. In the Antarctic 2010 campaign, fuel leakage degraded the signal in a similar fashion.

The April 28, 2012 flight traversed the notoriously turbulent regions of Greenland's southeast glaciers. During the flight, two planned glaciers were skipped due to concern about expected severe turbulence. The survey data spans roughly 11:15 to 18:20 UTC. On the approach to Ikerssuaq glacier at 16:56:19.5 (GPST=60994.5 secs), both the ATM T3 and T4 instruments quit recording data within 0.1 second of each other. T3 resumed at 16:57:05.3 whereas T4 did not resume for the rest of that day's flight. Following this event, the flight followed the Ikerssuaq flow line, then traversed straight west across the icesheet back to the Kangerlussuaq airport. The data gap spans 46 seconds, from the fjord up to about 500 m elevation on the Ikerssuaq glacier. The T4 data quit during the creation of the file 20120428_165532.ATM4BT4.F1.qi. The T4 data is being supplemented by the these narrow swath files of T3 data from the latter part of the survey:

20120428_165449.atm4cT3.F1.qi
20120428_170030.atm4cT3.F1.qi
20120428_170524.atm4cT3.F1.qi
20120428_171019.atm4cT3.F1.qi
20120428_171514.atm4cT3.F1.qi
20120428_172008.atm4cT3.F1.qi
20120428_172503.atm4cT3.F1.qi
20120428_172957.atm4cT3.F1.qi
20120428_173452.atm4cT3.F1.qi
20120428_173947.atm4cT3.F1.qi
20120428_180815.atm4cT3.F1.qi
20120428_181219.atm4cT3.F1.qi
20120428_181619.atm4cT3.F1.qi

The above files can be found with the IceBridge Narrow Swath ATM L1B Qfit Elevation and Return Strength 2012 Greenland data. For details on the ATM 4BT3 and 4BT4 instruments, see the Sensor Or Instrument Description section, and the IceBridge Narrow Swath ATM L1B Qfit Elevation and Return Strength data set documentation.

Sensor or Instrument Description

The ATM is an airborne LIDAR instrument used by NASA for observing the Earth's topography for several scientific applications, foremost of which is the measurement of changing Arctic and Antarctic icecaps, glaciers, and sea ice. The ATM instrument is a scanning airborne laser that measures surface elevation of the ground by timing laser pulses transmitted from the aircraft, reflected from the ground and returning to the aircraft. This laser pulse time-of-flight information is used to derive surface elevation measurements by combining measurement of the scan pointing angle, precise GPS trajectories and aircraft attitude information. The ATM measures topography as a sequence of points conically scanned in a swath along the aircraft flight track at rates up to 5000 measurements per second.

The ATM instruments are developed and maintained at NASA's Wallops Flight Facility (WFF) in Virginia, USA. During Operation IceBridge, the ATM has been installed aboard the NASA P3-B aircraft based at WFF, or the NASA DC8 aircraft based at NASA's Dryden Flight Research Center in Palmdale, California. During previous campaigns, the ATM has flown aboard other P-3 aircraft, several de Havilland Twin Otters (DHC-6), and a C-130. The ATM has been used for surveys flown in Greenland nearly every year since 1993. Other uses have included verification of satellite radar and laser altimeters, and measurement of sea-surface elevation and ocean wave characteristics. See also Pre-IceBridge ATM L2 Icessn Elevation, Slope, and Roughness. The ATM often flies in conjunction with a variety of other instruments and has been participating in NASA's Operation IceBridge since 2009.

The ATM project normally installs and operates two lidars on the aircraft platform. From 2009 to 2010, data were provided to NSIDC only from the ATM 4BT2 that collects wide scan lidar data. In 2011, a new ATM transceiver scanner assembly designated as ATM 4BT4 replaced the ATM 4BT2. The second lidar system on the aircraft, designated ATM 4CT3, was operated prior to 2011 as a backup to the ATM 4BT2 lidar instrument, or was modified to test alternate lidar system improvements. In 2011, ATM 4CT3 swath width was reduced. Data from the 4CT3, provided for sea ice missions only, are found in the IceBridge Narrow Swath ATM L1B Qfit Elevation and Return Strength data set.

Table 3 provides information on ATM transceivers used during IceBridge missions and the resultant filename designations.

Table 3. ATM System Designations by IceBridge Campaign
Year Campaign Wide ATM System*
(xx) = Full Scan Angle (degrees)
Narrow ATM System*
(x) = Full Scan Angle (degrees)
2009 Greenland 4BT2 (30) n/a
2009 Antarctica 4CT3 (44) n/a
2010 Greenland (DC-8) 4CT3 (44) n/a
2010 Greenland (P-3) 4BT2 (30) n/a
2010 Antarctica 4BT2 (30) n/a
2011 Greenland 4BT4 (30) 4CT3 (5)**
2011 Antarctica 4BT2 (30) 4CT3 (5)**
2012 Greenland 4BT4 (30) 4CT3 (5)**
2012 Antarctica 4BT4 (30) 4CT3 (5)**
2013 Greenland 4BT4 (30) 4CT3 (5)**

* The ATM system designation is noted in the filename for each data file.
** Data are provided for sea ice missions only.

Note: Continuous Airborne Mapping By Optical Translator (CAMBOT) images and .cam files containing aircraft position and attitude data corresponding to the ATM data can be found in the IceBridge CAMBOT L1B Geolocated Images data set.

5. References and Related Publications

Kwok, R., G. F. Cunningham, S. S. Manizade, and W. B. Krabill. 2012. Arctic sea ice freeboard from IceBridge acquisitions in 2009: Estimates and comparisons with ICESat. Journal of Geophysical Research 117: C02018. doi:10.1029/2011JC007654.

Martin, C. F., W. B. Krabill, S. S. Manizade, R. L. Russell, J. G. Sonntag, R. N. Swift, and J. K. Yungel. 2012. Airborne Topographic Mapper Calibration Procedures and Accuracy Assessment. Greenbelt, Md.: National Aeronautics and Space Administration, Goddard Space Flight Center. NASA Technical Memorandum 2012-215891. http://ntrs.nasa.gov/archive/nasa/casi.ntrs.nasa.gov/20120008479_2012008321.pdf

Related Data Collections

Related Web Sites

  • Airborne Topographic Mapper Web site at NASA Wallops Flight Facility (http://atm.wff.nasa.gov/).
  • Description of ATM QFIT Output Data (revised 2009-feb-13).
  • Description of DEM Generation, Dry Valleys, Antarctica (http://rsl.geology.buffalo.edu/research/DEM/home.htm).
  • IceBridge Data Web site at NSIDC (http://nsidc.org/data/icebridge/index.html).
  • IceBridge Web site at NASA (http://www.nasa.gov/mission_pages/icebridge/index.html).
  • ICESat/GLAS Web site at NASA Wallops Flight Facility (http://glas.wff.nasa.gov/).
  • ICESat/GLAS Web site at NSIDC (http://nsidc.org/daac/projects/lidar/glas.html).
  • ITRF Reference Frames (http://itrf.ensg.ign.fr/).

6. Document Information

Acronyms and Abbreviations

The acronyms used in this document are listed in Table 4.

Table 4. Acronyms and Abbreviations
Acronym Description
ASCII American Standard Code for Information Interchange
ATM Airborne Topographic Mapper
CIRES Cooperative Institute for Research in Environmental Science
ECS NASA Earth Observing System Data and Information System (EOSDIS) Core System
FTP File Transfer Protocol
GPS Global Positioning System
HDF5 Hierarchical Data Format Version 5
ICESat Ice, Cloud, and land Elevation Satellite
INS Inertial Navigation System
ITRF International Terrestrial Reference Frame
L1B Level-1B
LIDAR LIght Detection And Ranging
NASA National Aeronautics and Space Administration
NSIDC National Snow and Ice Data Center
T2 ATM 15-degree off-nadir scanner
T3 ATM 23-degree off-nadir scanner
URL Uniform Resource Locator
UTC Universal Time Code
WFF Wallops Flight Facility
WGS 84 World Geodetic System 1984

Document Creation Date

10 January 2011

Document Revision Date

06 April 2011

07 March 2011

14 July 2011

22 August 2012

08 May 2013

22 November 2013

Document URL

http://nsidc.org/data/docs/daac/icebridge/ilatm1b/index.html