This data set contains laser altimetry return energy waveform measurements taken from NASA's Land, Vegetation, and Ice Sensor (LVIS) over areas including Greenland and Antarctica. The data were collected as part of Operation IceBridge funded 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.
The following example shows how to cite the use of this data set in a publication.
Blair, Bryan, and Michelle Hofton. 2011, updated current year. IceBridge LVIS L1B Geolocated Return Energy Waveforms, [list dates of data used]. Boulder, Colorado USA: NASA Distributed Active Archive Center at the National Snow and Ice Data Center. Digital media. http://nsidc.org/data/ilvis1b.html.
| NASA DC-8 | |
Land, Vegetation, and Ice Sensor (LVIS) |
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Greenland, Antarctica |
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| Nominally 20 meters |
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Periodic, ongoing, from 14 April 2009 to the present. |
|
| Seasonal |
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Geolocated return energy waveforms |
|
Big-endian binary |
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Metadata Access |
|
Data Access |
Bryan Blair
Laser Remote Sensing Laboratory, Code 694
NASA Goddard Space Flight Center
Greenbelt, MD 20771
Michelle Hofton
Department of Geography
2181 LeFrak Hall
University of Maryland
College Park, MD 20742
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
This work was supported by NASA Grant Number NNX11AH69G, LVIS: A Topographic Mapping Capability for IceBridge.
The LVIS Level-1B Geolocated Return Energy Waveforms data files are in big-endian binary format. Most files are in format version 1.04 (.LGW4 files). Some older files are in format version 1.02 (.lgw2 files) or 1.03 (.lgw3 files).
Data files are organized on the FTP site, ftp://n4ftl01u.ecs.nasa.gov/SAN2/ICEBRIDGE_FTP/, as described in Figure 1.
Figure 1. Directory Structure
LVIS Level-1B Geolocated Return Energy Waveforms binary files are named according to the following convention and as described in Table 2.
File name example: LVIS_GL2011_MJD55666_LEVEL1B_20110915_A.LGW4
LVIS_LOYYYY_MJDnnnnn_LEVEL1B_YYYYMMDD_a.LGW4
Where:
| Variable | Description |
|---|---|
| LVIS | Instrument: Land, Vegetation, and Ice Sensor |
| LOYYYY | Campaign identifier. LO = location, where GL = Greenland and ANT = Antarctica. YYYY= four-digit year of campaign. |
| MJDnnnnn | Modified Julian Date of data collection = nnnnn |
| LEVEL1B | Data processing Level-1B |
| YYYY | Four-digit data release year |
| MM | Two-digit data release month |
| DD | Two-digit data release day |
| A | Alphabetical indicator of sub-files (A, B, C, ... S). Data files larger than 2 GB are divided into sub-files according to system requirements. |
| .lgw2, .lgw3, or .LGW4 | Indicates LVIS Geolocated Waveform file version. lgw2 = version 1.02. lgw3 = version 1.03. LGW4 = version 1.04. Described in Tables 3, 4 and 5. |
Data files range from approximately 37 MB to 1.9 GB.
Data volume for the full data set is approximately 797 GB.
Spatial coverage for the IceBridge LVIS 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 is nominally 20 meters, but varies with aircraft altitude. Laser spot size is a function of beam divergence and altitude. Nominal spot spacing is a function of scan rate and pulse repetition rate.
International Terrestrial Reference Frame (ITRF 2000), WGS-84 Ellipsoid.
These data were collected as part of Operation IceBridge funded campaigns from 14 April 2009 to the present.
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 LVIS Level-1B files include geolocated return energy waveforms. The three versions of the binary file structure are described in Tables 3, 4, and 5. Note that two of the three format versions include the transmitted waveform as well. The LVIS C reader is provided to read any of these binary files and produce ASCII text output.
The LVIS Level-1B LGW2 files are described in Table 3.
| Parameter | Bytes | Type | Description | Units | ||
|---|---|---|---|---|---|---|
| LVIS_LFID | 4 | Unsigned long integer | LVIS file identification, including date and time of collection and file number. The third through seventh values in first field represent the Modified Julian Date of data collection. | n/a | ||
| SHOTNUMBER | 4 | Unsigned long integer | Laser shot assigned during collection | n/a | ||
| TIME | 8 | Double | UTC decimal seconds of the day | Seconds | ||
| LON_0 | 8 | Double | Longitude of the highest sample in the waveform | Degrees east | ||
| LAT_0 | 8 | Double | Latitude of the highest sample in the waveform | Degrees north | ||
| Z_0 | 4 | Float | Elevation of the highest sample in the waveform | Meters | ||
| LON_431 | 8 | Double | Longitude of the lowest sample in the waveform | Degrees east | ||
| LAT_431 | 8 | Double | Latitude of the lowest sample in the waveform | Degrees north | ||
| Z_431 | 4 | Float | Elevation of the lowest sample in the waveform | Meters | ||
| SIGMEAN | 4 | Float | Signal mean noise level | Counts | ||
| WAVE | 432 | Byte array | Return waveform (432 samples, 1 byte per sample) | Counts |
Version 1.02 binary data contain 492 bytes per record.
The LVIS Level-1B LGW3 files are described in Table 4.
| Parameter | Bytes | Type | Description | Units | ||
|---|---|---|---|---|---|---|
| LVIS_LFID | 4 | Unsigned long integer | LVIS file identification, including date and time of collection and file number. The third through seventh values in first field represent the Modified Julian Date of data collection. | n/a | ||
| SHOTNUMBER | 4 | Unsigned long integer | Laser shot assigned during collection | n/a | ||
| AZIMUTH | 4 | Float | Azimuth angle of laser beam | Degrees | ||
| INCIDENTANGLE | 4 | Float | Off-nadir angle of laser beam | Degrees | ||
| RANGE | 4 | Float | Along-laser-beam distance from the instrument to the ground | Meters | ||
| TIME | 8 | Double | UTC decimal seconds of the day | Seconds | ||
| LON_0 | 8 | Double | Longitude of the highest sample in the waveform | Degrees east | ||
| LAT_0 | 8 | Double | Latitude of the highest sample in the waveform | Degrees north | ||
| Z_0 | 4 | Float | Elevation of the highest sample in the waveform | Meters | ||
| LON_527 | 8 | Double | Longitude of the lowest sample in the waveform | Degrees east | ||
| LAT_527 | 8 | Double | Latitude of the lowest sample in the waveform | Degrees north | ||
| Z_527 | 4 | Float | Elevation of the lowest sample in the waveform | Meters | ||
| SIGMEAN | 4 | Float | Signal mean noise level | Counts | ||
| TXWAVE | 80 | Byte array | Transmitted waveform (80 samples, 1 byte per sample) | Counts | ||
| RXWAVE | 432 | Byte array | Received waveform (432 samples, 1 byte per sample) | Counts |
Version 1.03 binary data contain 584 bytes per record.
The LVIS Level-1B LGW4 files are described in Table 5.
| Parameter | Bytes | Type | Description | Units | ||
|---|---|---|---|---|---|---|
| LVIS_LFID | 4 | Unsigned long integer | LVIS file identification, including date and time of collection and file number. The third through seventh values in first field represent the Modified Julian Date of data collection. | n/a | ||
| SHOTNUMBER | 4 | Unsigned long integer | Laser shot assigned during collection | n/a | ||
| AZIMUTH | 4 | Float | Azimuth angle of laser beam | Degrees | ||
| INCIDENTANGLE | 4 | Float | Off-nadir angle of laser beam | Degrees | ||
| RANGE | 4 | Float | Along-laser-beam distance from the instrument to the ground | Meters | ||
| TIME | 8 | Double | UTC decimal seconds of the day | Seconds | ||
| LON_0 | 8 | Double | Longitude of the highest sample in the waveform | Degrees east | ||
| LAT_0 | 8 | Double | Latitude of the highest sample in the waveform | Degrees north | ||
| Z_0 | 4 | Float | Elevation of the highest sample in the waveform | Meters | ||
| LON_527 | 8 | Double | Longitude of the lowest sample in the waveform | Degrees east | ||
| LAT_527 | 8 | Double | Latitude of the lowest sample in the waveform | Degrees north | ||
| Z_527 | 4 | Float | Elevation of the lowest sample in the waveform | Meters | ||
| SIGMEAN | 4 | Float | Signal mean noise level | Counts | ||
| TXWAVE | 2 x 120 | Unsigned integer array | Transmitted waveform (120 samples, 2 bytes per sample) | Counts | ||
| RXWAVE | 2 x 528 | Unsigned integer array | Received waveform (528 samples, 2 bytes per sample) | Counts |
Version 1.04 binary data contain 1368 bytes per record.
Below are example output records from the different input formats. For version 1.02 data, the LVIS C reader generates one ASCII text output record for every input record. The output record generated from the first 492-byte binary record in the v1.02 file LVIS_PIG_2009_MJD55124_VECT_20100929.lgw2, is:
For versions 1.03 and 1.04 data, the LVIS C reader creates two output records for every one input record. The first output record contains all data parameters except the received waveform, and the second output record contains the received waveform. The difference between the 1.03 and 1.04 formats is in the number of samples in the transmitted and received waveforms.
Below are the two output records generated from the first 1368-byte binary record in the v1.04 file LVIS_ANT2009_MJD55129_LEVEL1B_20120118_D.LGW4.
The first output record is:
The second output record is:
Note that the output file size is very large. For the above example, the binary input file is 1.9 gigabytes and the ASCII text output file is 4.75 gigabytes.
Data are available via FTP.
NSIDC provides an LVIS C reader that reads a binary data file from the Operation IceBridge LVIS instrument and prints the records to standard output. Version 1.04 of the LVIS C reader should be used to read the older LGW2 and LGW3 binary data files and the newer LGW4 binary data files. Note that the ASCII text results create very large output files.
As described on the NASA LVIS Web site, a laser altimeter is an instrument that measures range from the instrument to a target object or surface. The device sends a laser beam toward the target, and measures the time it takes for the signal to reflect back from the surface. Knowing the precise round-trip time it takes for the reflection to return yields the range to the target.
Figure 1 shows two examples of return energy waveforms. A simple waveform occurs where the ice surface is relatively smooth within the footprint of the laser pulse (approximately 20 meters in diameter). Mean noise level, provided with the Level-1B data product, provides the threshold relative to which the centroid and all modes are later computed for the Level-2 data product. A complex waveform might be returned from a rougher ice surface and could contain more than one mode, originating from different reflecting surfaces within the laser footprint such as crevasse sides and bottom, open water, large snowdrifts, and other steep or multiple slopes. A complex waveform would be more typically returned from multilevel vegetation landcover such as a forest.

Figure 1. Sample Level-1B product waveforms illustrating some possible distributions of reflected light.
LVIS employs a signal digitizer, disciplined with a very precise oscillator, to measure both the transmitted and reflected laser pulse energies versus time. These digitized and captured photon histories are known as waveforms. For the outgoing pulse, it represents the profile of the individual laser shot, and for the return pulse it records the interaction of that transmitted pulse with the target surface.
Processing of these waveforms yields many products, but the primary is range from the instrument to the Earth's surface and the distribution of reflecting surfaces within the area of the laser footprint. For vegetated terrain these surfaces are tree canopies, branches, other forms of vegetation, and open ground. For cryospheric data these surfaces are snow, ice, crevasses, snowdrifts, sea ice possibly interspersed with open ocean, exposed rock, and water.
LVIS uses a waveform-based measurement technique to collect data instead of just timing detected returns of the laser pulse. The return signal is sampled rapidly, and stored completely for each laser shot. Retaining all waveform information allows post processing of the data to extract many different products. With the entire vertical extent of surface features recorded, metrics can be extracted about the sampled area. An advantage of saving all of the waveform data is that new techniques can be applied to these data long after collection to extract even more information. See the NASA LVIS Web site.
The LVIS Level-1B Geolocated Return Energy Waveforms Product is generated from the raw instrument data as described under Processing Steps. More details can be found in (Hofton et al. 2000).
The following processing steps are performed by the data provider to produce the binary format Level-1B data.
On November 20 2012, the 2011 Antarctica LVIS Level 1B data were replaced with V01.1. The LVIS transmit laser waveform is improved in the 2011 Antarctica data.
As described on the NASA LVIS Web site the Land, Vegetation, and Ice Sensor (LVIS) is an airborne LIDAR scanning laser altimeter used by NASA for collecting surface topography and vegetation coverage data. LVIS uses a signal digitizer with oscillator to measure transmitted and reflected laser pulse energies versus time capturing photon histories as waveforms. The laser beam and telescope field of view scan a raster pattern along the surface perpendicular to aircraft heading as the aircraft travels over a target area. LVIS has a scan angle of approximately 12 degrees, and can cover 2 km swaths from an altitude of 10 km. Typical collection size is 10 to 25 meter spots. In addition to waveform data, GPS satellite data is recorded at ground tie locations and on the airborne platform to precisely reference aircraft position. An Inertial Measurement Unit (IMU) is attached directly to the LVIS instrument and provides information required for coordinate determination.
Blair, J. B., D. L. Rabine., and M. A. Hofton. 1999. The Laser Vegetation Imaging Sensor: A Medium-Altitude, Digitisation-Only, Airborne Laser Altimeter for Mapping Vegetation and Topography, ISPRS Journal of Photogrammetry and Remote Sensing, 54: 115-122.
Hofton, M. A., J. B. Blair, J. B. Minster., J. R. Ridgway, N. P. Williams, J. L Bufton, and D. L. Rabine. 2000. An Airborne Scanning Laser Altimetry Survey of Long Valley, California, International Journal of Remote Sensing, 21(12): 2413-2437.
Hofton, M. A., J. B. Blair, S. B. Luthcke, and D. L. Rabine. 2008. Assessing the Performance of 20-25 m Footprint Waveform Lidar Data Collected in ICESat Data Corridors in Greenland, Geophysical Research Letters, 35: L24501, doi:10.1029/2008GL035774.
The acronyms used in this document are listed in Table 6.
| Acronym | Description |
|---|---|
| ASCII | American Standard Code for Information Interchange |
| 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 |
| IMU | Inertial Measurement Unit |
| INS | Inertial Navigation System |
| ITRF | International Terrestrial Reference Frame |
| Level-1B | Level 1B processing |
| Level-2 | Level 2 processing |
| LFID | LVIS File ID |
| LIDAR | LIght Detection And Ranging |
| LVIS | Land, Vegetation, and Ice Sensor |
| NASA | National Aeronautics and Space Administration |
| NSIDC | National Snow and Ice Data Center |
| URL | Uniform Resource Locator |
| WGS 84 | World Geodetic System 1984 |
09 July 2012
http://nsidc.org/data/docs/daac/icebridge/ilvis1b/index.html