Close

Service Interruption

The NSIDC Web site and data services are currently having intermittent problems and may be unavailable. We are working to restore these services as soon as possible and apologize for any inconvenience this may cause. Please contact NSIDC User Services for assistance.

IceBridge ATM L2 Icessn Elevation, Slope, and Roughness, Version 2

This data set contains resampled and smoothed elevation measurements of Arctic and Antarctic sea ice, and Greenland, Antarctic Peninsula, and West Antarctic region land 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

We kindly request that you cite the use of this data set in a publication using the following citation example. For more information, see our Use and Copyright Web page.

Krabill, William B. 2010, updated 2014. IceBridge ATM L2 Icessn Elevation, Slope, and Roughness. Version 2. [indicate subset used]. Boulder, Colorado USA: NASA DAAC at the National Snow and Ice Data Center. http://nsidc.org/data/ilatm2.html.

Overview

Platform

NASA DC-8 and P-3B

Sensor

Airborne Topographic Mapper (ATM)

Spatial Coverage

Antarctica, Greenland, and Arctic/Antarctic oceans

Spatial Resolution

80 m sample width 40 m spacing along track

Temporal Coverage

20 March 2013 to present

Temporal Resolution

Seasonal

Parameters

Elevation Measurements
Slope Measurements
Roughness Measurements

Data Format

Comma Separated Value (CSV) ASCII

Metadata Access

View Metadata Record

Version

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

Get Data

CSV data beginning with the 2013 Arctic campaign: FTP

Fixed-width, space-delimited ASCII data for 2012 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 NASA P3 and DC8 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 ATM L2 Icessn Elevation, Slope, and Roughness data files are in Comma Separated Value (CSV) ASCII format.

The header of each CSV data file contains the same information that appears in the Summary file in 2012 and earlier campaigns. Summary files contain information for start time, stop time, swath width, segments, output interval, smoothing interval, minimum data points, comments and icessn and qfit processing header information.

Each data file is paired with an associated XML file. The XML files contain location, platform, and instrument metadata.

Note: Currently V01 ILATM2 data for 2009 through 2012 are in fixed-width, space-delimited ASCII format. Beginning with the 2013 Arctic campaign, all data will be provided in CSV format. In the near future, data from all campaigns prior to Spring 2013 will be replaced with CSV data and added to V02. For details on the V01 data, see the V01 documentation.

File Naming Convention

Icessn files are named according to the following convention and as described in Table 1:

ILATM2_20130424_183845_smooth_nadir3seg_50pt.csv

ILATM2_YYYYMMDD_HHMMSS_smooth_nadir3seg_50pt.csv

Where:

Table 1. File Naming Convention
Variable Description
ILATM2 File name prefix indicating ATM L2 data
YYYY four-digit year
MM two-digit month
DD two-digit day
HH start time: two-digit hours
MM start time: two-digit minutes
SS start time: two-digit seconds
smooth alongtrack values smoothed in icessn process
nadir3seg nadir block plus 3 off-nadir blocks per time stamp
50pt 50% overlap between successively smoothed blocks
.csv indicates comma separated value ascii file

File Size

Elevation measurement files are approximately 100 KB to 520 KB.
Summary files are approximately 7 KB each.

Volume

The Version 2 data set beginning with the 2013 Arctic campaign is approximately 916 MB.

The Version 1 data set for 2012 and earlier campaign sis approximately 5.5 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

Antarctica:
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 re-sampled at a variable along-track time interval, typically 0.5 seconds, which at aircraft survey speed is a distance along the flight track of approximately 50 meters. The distance can vary with aircraft speed. Each set of along-track records contains a fixed 80 m across-track nadir platelet as well as three or five additional platelets that together span the entire swath of the ATM scan. This data set contains data from one of two different ATM sensors depending on the year the data were collected. The ATM 15-degree off-nadir scanner (T2) has an off-nadir scan angle of 15 degrees and these data were smoothed into three across-track platelets. The ATM 23-degree off-nadir scanner (T3) has an off-nadir scan angle of 23 degrees and is smoothed into five across-track platelets. The across-track widths of these three to five additional platelets can vary with aircraft altitude.

Projection and Grid Description

No projection. Data are georeferenced to WGS-84.

Temporal Coverage

These data were collected as part of Operation IceBridge funded campaigns from 20 March 2013 to 24 April 2013.

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.

Parameter or Variable

The ATM L2 Icessn Elevation, Slope, and Roughness data set includes glacier, ice sheet, and sea ice elevation measurements, slope measurements, and roughness measurements.

Parameter Description

Icessn data files contain parameters as defined in Table 3.

Table 3. Parameters, Units, and Range
Parameter Description Units Range
UTC_Seconds_Of_Day Time at which the aircraft passed the mid-point of the block. Seconds of the day in GPS time. As of 01 January 2009 GPS time = UTC + 15 seconds. 0 to 86400
Latitude Latitude of the center of the block. Degrees -90.0 to +90.0
Longitude East longitude of the center of the block. Degrees 0.0 to 360.0
WGS84_Ellipsoid_Height Height above WGS84 ellipsoid of the center of the block. Meters -100.0 to 10000.0
South-to-North_Slope South to North slope of the block. Dimensionless any real value
West-to-East_Slope West to East slope of the block. Dimensionless any real value
RMS_Fit RMS fit of the ATM data to the plane. Centimeters Greater than 0.0
Number_Of_ATM_Measurments_Used Number of points used in estimating the plane parameters. Count Greater than 0
Number_Of_ATM_Measurements_Removed Number of points removed in estimating the plane parameters. Count Greater than or equal to 0
Distance_Of_Block_To_The_Right_Of_Aircraft Distance of the center of the block from the centerline of the aircraft trajectory (starboard = positive, port = negative). Meters real valued
Track_Identifier Track identifier (numbered 1...n, starboard to port, and 0 = nadir). Number 0, 1, 2, …

Sample Data Record

Below is an excerpt from data file ILATM2_20130424_183845_smooth_nadir3seg_50pt.csv.

sample data record

3. Data Access and Tools

Get Data

Current 2013 and later Version 2 data are available via FTP.

Fixed-width, space-delimited ASCII data for 2012 and earlier campaigns: FTP

Software and Tools

NSIDC provides a MATLAB reader that reads ATM icessn data files from the Operation IceBridge Airborne Topographic Mapper instrument. The elevation measurement files and the summary files also may be opened by any text editor or word processing program that reads ASCII text files..

4. Data Acquisition and Processing

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

The ATM surface elevation measurements have been re-sampled into an icessn format which smoothes the data and reduces the data volume. Users desiring unsampled data should use the ATM Level-1B format data.

The fundamental form of ATM topography data is a sequence of laser footprint locations acquired in a swath along the aircraft flight track. The icessn program condenses the ATM surface elevation measurements by fitting a plane to blocks of points selected at regular intervals along track and several across track. The block size and spacing can be specified, but a few typical values are used. The along-track distance smoothed is the distance which the aircraft moves in a fixed interval, 0.5 seconds for P-3 and DC8 aircraft, and 1.0 seconds for DHC-6 Twin-Otter. The data output interval is half of the smoothing interval so that there is 50 percent overlap between successively smoothed blocks. For each along-track position/time, there are multiple blocks spaced evenly across-track to span the swath width. Typically the number of blocks is five for the T3 scanner and three for the T2 scanner. There is an additional block located at aircraft nadir with a width typically set to 80 m. If a single profile is desired, the nadir profile can be selected from the full data set.

The two slopes estimated are used to estimate surface elevations at points other than the center point through the use of the following algorithm shown in Equation 1 and described in Table 4:

.
ht(phi,lambda) = ht(phi0,lambda0)
+ SNslope * (phi - phi0) * 6378137 * pi/180
+ WEslope * (lambda - lambda0) * cos(phi0) * 6378137 * pi/180
(Equation 1)

Where:

Table 4. Surface Elevations Estimate Algorithm Variables
Variables Description
ht height in meters at coordinates (phi, lambda)
phi latitude at location of interest (radians)
lambda longitude at location of interest (radians)
phi0 latitude at center of tile (radians)
6378137 WGS84 ellipsoid semi-major axis (meters)
lambda0 longitude at center of tile (radians)
SNslope south/north slope of the tile
WEslope west/east slope of the tile

Note: The multiple across-track planes at a given along-track position will have the same time tag.

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 interpolated attitude to each LIDAR measurement.
  2. Processing of GPS data into aircraft trajectory files using double-differenced dual-frequency carrier phase-tracking.
  3. Processing of the cvalid program output combined with the GPS trajectory data through the qfit program, resulting in an output file containing a surface elevation (ellipsoid height) and a geographic location in latitude and east longitude with other ancillary parameters.
  4. Processing of the qfit output through the icessn program which averages the qfit surface elevation data into a small number of blocks or surface planes.

Version History

Beginning with the 2013 Arctic campaign, all data will be provided in CSV format. In the near future, data from all campaigns prior to Spring 2013 will be replaced with CSV data and added to V02.

A header has been added to the V02 ILATM2 data format. In V01, the ILATM2 data set consisted of pairs of files for each data segment: one data file, for example ILATM2_YYYYMMDD_HHMMSS_50pt_smooth_nadir3seg, and one summary file, ILATM2_YYYYMMDD_HHMMSS_50pt_icessn_summary. The new header of the V02 data file contains information that had appeared in the summary file, making the summary file redundant.

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 Level-1B T4 data were supplemented by the these Level-1B 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 ATM L1B Elevation and Return Strength data in the /2012.04.28/ folder. For details on the ATM 4BT3 and 4BT4 instruments, see the Sensor Or Instrument Description section, and the IceBridge Narrow Swath ATM L1B 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 and glaciers. The ATM instrument is a scanning airborne laser that measures surface elevation of the ice 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 instrument measures topography as a sequence of points scanned in a swath along the aircraft flight track. The sampling frequency for the ATM is 5 kHz.

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 Dryden Air Force Base 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 measurement of sea ice, verification of satellite radar and laser altimeters, and measurement of sea-surface elevation and ocean wave characteristics. The ATM often flies in conjunction with a variety of other instruments and has been participating in NASA's Operation IceBridge since 2009.

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.

Related Data Collections

Related Web Sites

  • Airborne Topographic Mapper Web site at NASA Wallops Flight Facility (http://atm.wff.nasa.gov/).
  • 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).

6. Document Information

Acronyms and Abbreviations

The acronyms used in this document are listed in Table 5.

Table 5. Acronyms and Abbreviations
Acronym Description
ASCII American Standard Code for Information Interchange
ATM Airborne Topographic Mapper
CIRES Cooperative Institute for Research in Environmental Science
CSV Comma Separated Values
ECS NASA Earth Observing System Data and Information System (EOSDIS) Core System
FTP File Transfer Protocol
GPS Global Positioning System
ICESat Ice, Cloud, and land Elevation Satellite
INS inertial navigation system
L2 Level 2
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

29 January 2014

Document Revision Date

9 June 2014

Document URL

http://nsidc.org/data/docs/daac/icebridge/ilatm2/index.html