This data set contains calibrated sensor measurements acquired by the Passive and Active L- and S-band (PALS) airborne microwave sensor during the Soil Moisture Experiment 2002 (SMEX02). This data set includes radiometer brightness temperatures (TB) at 1.41 and 2.69 GHz, and radar backscatter coefficients at 1.26 and 3.15 GHz, with multiple polarizations and a 45° incidence angle. The data are geolocated with latitude and longitude information for each data sample. Included are coregistered nadir and boresight infrared temperatures, altitude, and attitude information. Radar and radiometric studies are relevant to SMEX02 because the data indicates wet soil versus dry soil based on differences in emissivity in the microwave spectral region.
Data are provided as ASCII files for each flight line and day of the mission. Ten flight lines were flown each day. Flights took place on June 25, 27, and July 1, 2, 5, 6, 7, 8 2002. Data are available via FTP.
These data were collected as part of a validation study for the Advanced Microwave Scanning Radiometer - Earth Observing System (AMSR-E). AMSR-E is a mission instrument launched aboard NASA's Aqua Satellite on 04 May 2002. AMSR-E validation studies linked to SMEX are designed to evaluate the accuracy of AMSR-E soil moisture data. Specific validation objectives include assessing and refining soil moisture algorithm performance; verifying soil moisture estimation accuracy; investigating the effects of vegetation, surface temperature, topography, and soil texture on soil moisture accuracy; and determining the regions that are useful for AMSR-E soil moisture measurements.
Njoku, E. 2003. SMEX02 Passive and Active L and S band System (PALS) Data. Boulder, CO: National Snow and Ice Data Center. Digital media.
| Category | Description |
|---|---|
| Data format | Data are provided as ASCII text files or as two tar files that contain the text files. |
| Spatial coverage and resolution | 42° N, 93° W |
| Temporal coverage and resolution | Daily coverage for June 25, 27, and July 1, 2, 5-8 2002 |
| File naming convention | All file names consist of month, day, and hour in the form: MMDDHHHH. The Radar files have a ".red" file extension to distinguish them from the radiometric files, which have a ".txt" extension. For example, "06250841.red" is the radar file, and "06250841.txt" is the radiometric file. Data for both files was obtained on 6 June at 08:41. |
| File size | File size ranges from 7 KB to 220 KB. |
| Parameter(s) | Radiometer brightness temperatures (TB) at 1.41 and 2.69 GHz Radar backscatter coefficients at 1.26 and 3.15 GHz |
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
Eni Njoku, Research Scientist, Jet Propulsion Laboratory, Pasadena, California, USA.
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
William J. Wilson, Simon. H. Yueh, and Steven J. Dinardo, Jet Propulsion Laboratory
PALS is a non-scanning, real-aperture, combined microwave radiometer and radar. The radiometer operates at 1.41 and 2.69 GHz; the radar at and 1.26 and 3.15 GHz. The radiometer operates at V (vertical) and H (horizontal) polarizations, while the radar operated at VV, HH, and VH polarizations. Two conical horn antennas were used. An L-band horn of 1.2 m diameter was shared between the 1.41 and 1.26 GHz radiometer and radar frequencies. An S-band horn of 0.54 m diameter was shared between the 2.69 and 3.15 GHz radiometer and radar frequencies.
The PALS instrument was designed for flight on a C-130 aircraft, with the antennas installed on the rear ramp, viewing downwards to the rear of the aircraft. The antennas were set to view the surface at a constant incidence angle of 45°. The instrument sampled a single footprint track along the flight path. In SMEX02 PALS was operated nominally at ~3500 feet, with one set of flights (6 July) at ~7000 feet.
Data are provided as ASCII text files or as two tar files that contain the text files.
Data are contained in two directories. The directory "radr" contains the radar files. The directory "radm" contains the radiometric files.
All file names consist of month, day, and hour in the form: MMDDHHHH. The Radar files have a ".red" file extension to distinguish them from the radiometric files, which have a ".txt" extension. For example, "06250841.red" is the radar file, and "06250841.txt" is the radiometric file. Data for both files was obtained on 6 June at 08:41.
File size ranges from 7 KB to 220 KB.
Southernmost Latitude: 41.9213° N
Northernmost Latitude: 41.9952° N
Westernmost Longitude: 93.7750° W
Easternmost Longitude: 93.4013° W
Each sample has a footprint resolution of approximately 330 x 470 m.
25 June through 8 July 2002.
Daily coverage for June 25, 27, and July 1, 2, 5-8 2002.
The following tables explain the columns in the data files. The first table defines the columns in the radiometric files found in the "radm" directory.
| Column heading | Description (unit of measure) |
|---|---|
| time | Instrument local time from midnight(sec) |
| L-H | L-band H-pol calibrated brightness temperature (TB) (K) |
| L-V | L-band V-pol calibrated TB (K) |
| S-H | S-band H-pol calibrated TB (K) |
| S-V | S-band V-pol calibrated TB (K) |
| boresight | Thermal infrared surface temperature (boresight camera) (°C) |
| nadir | Thermal infrared surface temperature (nadir camera) (°C) |
| ant_angle | Antenna beam incidence angle (deg)(nominally 45°) |
| roll_angle | Aircraft roll angle (deg) |
| lat | Footprint center latitude (deg) (corrected for aircraft altitude and attitude) |
| long | Footprint center longitude (deg) (corrected for aircraft altitude and attitude) |
| ant_azimuth | Antenna azimuth viewing angle relative to North (deg) (East is 90 deg) |
| altitude | Aircraft altitude (m) |
| sample# | Sample number in original instrument data record |
The next table defines the columns in the radar files found in the "radr" directory.
| Column heading | Description (unit of measure) |
|---|---|
| time | Instrument local time from midnight (sec) |
| GPS_time | Aircraft GPS time (UT) from midnight (sec) |
| lat | Footprint center latitude corrected for altitude and attitude (deg) |
| long | Footprint center longitude corrected for altitude and attitude(deg) |
| ant_azimuth | Antenna azimuth viewing angle relative to North (deg) (East is 90°) |
| polar_angle | Antenna polarization rotation angle (deg)(Angle of the V and H polarizations of the horn antennas relative to nominal) |
| range | Range from surface footprint to aircraft (m) |
| beam_angle | Antenna beam incidence angle (deg) (nominally 45 degrees) |
| L_HH | L-band HH-pol radar backscatter (sigma 0) (dB) |
| L_VV | L-band VV-pol radar backscatter (sigma 0) (dB) |
| L_VH | L-band VH-pol radar backscatter (sigma 0) (dB) |
| L_HV | L-band HV-pol radar backscatter (sigma 0) (dB) |
| S_HH | S-band HH-pol radar backscatter (sigma 0) (dB) |
| S_VV | S-band VV-pol radar backscatter (sigma 0) (dB) |
| S_VH | S-band VH-pol radar backscatter (sigma 0) (dB) |
| S_HV | S-band HV-pol radar backscatter (sigma 0) (dB) |
| LR_HHVV | Normalized real part of L-band HH and VV complex correlation |
| LI_HHVV | Normalized imaginary part of L-band HH and VV complex correlation |
| LR_HHVH | Normalized real part of L-band HH and VH complex correlation |
| LI_HHVH | Normalized imaginary part of L-band HH and VH complex correlation |
| LR_HHHV | Normalized real part of L-band HH and HV complex correlation |
| LI_HHHV | Normalized imaginary part of L-band HH and HV complex correlation |
| LR_VVVH | Normalized real part of L-band VV and VH complex correlation |
| LI_VVVH | Normalized imaginary part of L-band VV and VH complex correlation |
| LR_HVVV | Normalized real part of L-band HV and VV complex correlation |
| LI_HVVV | Normalized imaginary part of L-band HV and VV complex correlation |
| LR_HVVH | Normalized real part of L-band HV and VH complex correlation |
| LI_HVVH | Normalized imaginary part of L-band HV and VH complex correlation |
| SR_HHVV | Normalized real part of S-band HH and VV complex correlation |
| SI_HHVV | Normalized imaginary part of S-band HH and VV complex correlation |
| SR_HHVH | Normalized real part of S-band HH and VH complex correlation |
| SI_HHVH | Normalized imaginary part of S-band HH and VH complex correlation |
| SR_HHHV | Normalized real part of S-band HH and HV complex correlation |
| SI_HHHV | Normalized imaginary part of S-band HH and HV complex correlation |
| SR_VVVH | Normalized real part of S-band VV and VH complex correlation |
| SI_VVVH | Normalized imaginary part of S-band VV and VH complex correlation |
| SR_HVVV | Normalized real part of S-band HV and VV complex correlation |
| SI_HVVV | Normalized imaginary part of S-band HV and VV complex correlation |
| SR_HVVH | Normalized real part of S-band HV and VH complex correlation |
| SI_HVVH | Normalized imaginary part of S-band HV and VH complex correlation |
The following sample is taken from "07060831.txt," a radiometric file acquired 6 July 2002.
| time | L-H | L-V | S-H | S-V | boresight | nadir | ant_angle | roll_angle | lat | long | ant_azimuth | altitude | sample# |
| 30697.2 | 260.33 | 283.13 | 272.57 | 286.31 | 25.1 | 25.6 | 44.3 | 0.3 | 41.9277 | -93.7849 | 273 | 1152 | 44 |
| 30698.2 | 259.71 | 281.97 | 273.67 | 287.22 | 25.0 | 25.6 | 44.3 | 0.5 | 41.9277 | -93.7838 | 273 | 1153 | 46 |
| 30699.2 | 258.61 | 280.75 | 272.89 | 285.96 | 24.9 | 25.7 | 44.3 | 1.1 | 41.9278 | -93.7828 | 273 | 1154 | 48 |
| 30700.3 | 257.24 | 279.87 | 271.65 | 283.33 | 25.4 | 25.9 | 44.2 | 2.0 | 41.9279 | -93.7817 | 273 | 1156 | 50 |
| 30701.3 | 255.91 | 279.17 | 270.42 | 283.18 | 26.2 | 26.5 | 44.2 | 3.0 | 41.9279 | -93.7804 | 274 | 1158 | 52 |
The next sample is taken from "07060959.red," a radar file acquired 6 July 2002. This sample does not show every column, but gives an example of the different kinds of data columns.
| time | GPS_time | lat | long | ant_azimuth | polar_angle | range | beam_angle | L_HH | L_VV | S_HH | S_VH | S_HV | LR_HHVV | LI_HHVV | SI_HHVH | SR_HVVH |
| 35983 | 53985 | 41.9845 | -93.8238 | 271.3341 | 3.84 | 1609.8 | 44.52 | -10.52 | -12.36 | -10.62 | -19.48 | -19.02 | 0.194 | 0.037 | 0.028 | 0.798 |
| 35984 | 53985 | 41.9845 | -93.8231 | 271.4243 | 3.82 | 1612 | 44.55 | -10.51 | -12.87 | -10.67 | -19.4 | -18.89 | 0.137 | 0.122 | 0.028 | 0.805 |
| 35985 | 53986 | 41.9845 | -93.8226 | 271.4719 | 3.8 | 1612.5 | 44.55 | -10.04 | -12.79 | -10.67 | -19.26 | -18.68 | 0.108 | 0.299 | 0.03 | 0.814 |
| 35985 | 53987 | 41.9845 | -93.8215 | 271.5459 | 3.7067 | 1613.1 | 44.55 | -9.11 | -12.59 | -10.7 | -18.93 | -18.29 | 0.093 | 0.449 | 0.033 | 0.823 |
| 35986 | 53988 | 41.9846 | -93.8204 | 271.5917 | 3.57 | 1613.2 | 44.55 | -8.19 | -12.39 | -10.7 | -18.61 | -17.96 | 0.078 | 0.59 | 0.036 | 0.824 |
Access data via FTP.
See NSIDC's Soil Moisture Experiment (SMEX) for more information.
The following tables define the flight paths covered in each of the data files. The tables are arranged by date, the same as the directory structure.
| Pass# | Line# | Radiometer Files | Radar Files | Comments |
|---|---|---|---|---|
| 1 | 1e | 06250752.txt | 06250752.red | RFI in S-band. Flown at 820-m altitude. |
| 2 | 1w | 06250801.txt | 06250801.red | RFI in S-band |
| 3 | 2e | 06250812.txt | 06250813.red | RFI in S-band. Timing computer crash. |
| 4 | 3e | 06250845.txt | 06250846.red | RFI in S-band. |
| 5 | 3w | 06250854.txt | 06250854.red | RFI in S-band. |
| 6 | 4e | 06250905.txt | 06250905.red | RFI in S-band. |
| 7 | 4w | 06250914.txt | 06250914.red | RFI in S-band. |
| 8 | 5e | 06250925.txt | 06250925.red | RFI in S-band. |
| 9 | 5w | 06250935.txt | 06250935.red | |
| 10 | 6e | 06250945.txt | 06250945.red | |
| 11 | 6w | 06250957.txt | 06250957.red | |
| 12 | 7e | 06251007.txt | 06251007.red | |
| 13 | 7w | 06251016.txt | 06251016.red | |
| 14 | 8e | 06251027.txt | 06251027.red | |
| 15 | 8w | 06251037.txt | 06251037.red | |
| 16 | 9e | 06251047.txt | 06251047.red | |
| 17 | 9w | 06251056.txt | 06251056.red | |
| 18 | 10e | 06251107.txt | 06251107.red | |
| 19 | 10w | 06251116.txt | 06251116.red | |
| 20 | 2e | 06251126.txt | Repeat of earlier pass. Radar problem. | |
| 21 | 2w | 06251135.txt | 06251135.red |
| Pass# | Line# | Radiometer Files | Radar Files | Comments | |
|---|---|---|---|---|---|
| 1 | 1e | 06270814.txt | 06270814.red | ||
| 2 | 2w | 06270825.txt | 06270825.red | ||
| 3 | 3e | 06270836.txt | 06270836.red | ||
| 4 | 4w | 06270847.txt | 06270847.red | ||
| 5 | 5e | 06270857.txt | 06270857.red | ||
| 6 | 6w | 06270909.txt | 06270909.red | RFI in LH. | |
| 7 | 7e | 06270919.txt | 06270919.red | ||
| 8 | 8w | 06270930.txt | 06270930.red | RFI in LH. IR camera problem. | |
| 9 | 9e | 06270941.txt | 06270941.red | ||
| 10 | 10w | 06270952.txt | 06270951.red | RFI in LH. | |
| 11 | 06271000.txt | 06270959.red | Pass over trees. |
| Pass# | Line# | Radiometer Files | Radar Files | Comments |
|---|---|---|---|---|
| 1 | 1e | 07010833.txt | 07010833.red | |
| 2 | 2w | 07010845.txt | 07010845.red | |
| 3 | 3e | 07010857.txt | 07010858.red | |
| 4 | 4w | 07010907.txt | 07010907.red | Computer problem, end of day's mission. |
| Pass# | Line# | Radiometer Files | Radar Files | Comments |
|---|---|---|---|---|
| 1 | 1e | 07020831.txt | 07020831.red | |
| 2 | 2w | 07020841.txt | 07020842.red | |
| 3 | 3e | 07020855.txt | 07020855.red | |
| 4 | 4w | 07020906.txt | 07020906.red | |
| 5 | 5e | 07020918.txt | 07020918.red | |
| 6 | 6w | 07020929.txt | 07020929.red | |
| 7 | 7e | 07020941.txt | 07020942.red | |
| 8 | 8w | 070020952.txt | 07020952.red | |
| 9 | 9e | 07021005.txt | 07021005.red | |
| 10 | 10w | 07021015.txt | 07021015.red | |
| 11 | 07021025.txt | 07021025.red | Pass over trees. |
| Pass# | Line# | Radiometer Files | Radar Files | Comments | |
|---|---|---|---|---|---|
| 1 | 1e | 07050832.txt | 07050832.red | ||
| 2 | 1w | 07050843.txt | 07050843.red | ||
| 3 | 2e | 07050855.txt | 07050855.red | ||
| 4 | 2w | 07050906.txt | 07050906.red | ||
| 5 | 3e | 07050917.txt | 07050917.red | ||
| 6 | 3w | 07050928.txt | 07050928.red | ||
| 7 | 4e | 07050939.txt | 07050939.red | ||
| 8 | 4w | 07050950.txt | 07050950.red | ||
| 9 | 5e | 07051002.red | Radiometer bad acquisition | ||
| 10 | 5w | 07051013.txt | 07051013.red | ||
| 11 | 6e | 07051024.txt | 07051024.red | ||
| 12 | 6w | 07051034.txt | 07051035.red | ||
| 13 | 7e | 07051046.txt | 07051046.red | ||
| 14 | 7w | 07051056.txt | 07051057.red | ||
| 15 | 8e | 07051108.txt | 07051108.red | ||
| 16 | 8w | 07051118.txt | 07051118.red | ||
| 17 | 9e | 07051130.txt | 07051130.red | ||
| 18 | 9w | 07051141.txt | 07051141.red | ||
| 19 | 10e | 07051152.txt | 07051152.red | ||
| 20 | 10w | 07051202.txt | 07051203.red | ||
| 21 | 07051212.txt | 07051212.red | Pass over trees. | ||
| 22 | 5e | 07051215.txt | Repeat radiometer pass aborted earlier. |
| Pass# | Line# | Radiometer Files | Radar Files | Comments | |
|---|---|---|---|---|---|
| 1 | 1e | 07060831.txt | 07060831.red | ||
| 2 | 2w | 07060840.txt | 07060841.red | ||
| 3 | 3e | 07060852.txt | 07060853.red | ||
| 4 | 4w | 07060902.txt | 07060902.red | ||
| 5 | 5e | 07060914.txt | 07060914.red | ||
| 6 | 6w | 07060924.txt | 07060925.red | ||
| 7 | 7e | 07060936.txt | 07060936.red | ||
| 8 | 8w | 07060947.txt | 07060947.red | ||
| 9 | 9e | 07060059.txt | 07060059.red | ||
| 10 | 10w | 07061009.txt | 07061010.red | ||
| 11 | 07061019.txt | 07061019.red | |||
| 12 | 1e | 07061028.txt | 07061028.red | Timing glitch in radiometer. | |
| 13 | 1e | 061033.txt | Restarted file (lost ~0.5 mins data). | ||
| 14 | 2w | 07061038.txt | 07061038.red | ||
| 15 | 3e | 07061050.txt | 07061050.red | ||
| 16 | 4w | 07061100.txt | 07061100.red | ||
| 17 | 5e | 07061111.txt | 07061111.red | ||
| 18 | 6w | 07061122.txt | 07061122.red | ||
| 19 | 7e | 07061133.txt | 07061133.red | ||
| 20 | 8w | 07061143.txt | 07061143.red | ||
| 21 | 9e | 07061154.txt | 07061154.red | ||
| 22 | 10w | 07061204.txt | 07061204.red |
| Pass# | Line# | Radiometer Files | Radar Files | Comments |
|---|---|---|---|---|
| 1 | 1e | 07070959.txt | 07070959.red | |
| 2 | 2w | 07071015.txt | 07071015.red | |
| 3 | 3e | 07071027.txt | 07071027.red | |
| 4 | 4w | 07071037.txt | 07071037.red | |
| 5 | 5e | 07071049.txt | 07071049.red | |
| 6 | 6w | 07071100.txt | 07071100.red | |
| 7 | 7e | 07071111.txt | 07071111.red | |
| 8 | 8w | 07071122.txt | 07071122.red | |
| 9 | 9e | 07071134.txt | 07071134.red | |
| 10 | 10w | 07071144.txt | 07071144.red | |
| 11 | 07071153.txt | 07071153.red | Pass over trees. |
| Pass# | Line# | Radiometer Files | Radar Files | Comments |
|---|---|---|---|---|
| 1 | 1e | 07080817.txt | 07080817.red | |
| 2 | 2w | 07080827.txt | 07080827.red | |
| 3 | 3e | 07080841.txt | 07080841.red | |
| 4 | 4w | 07080851.txt | 07080851.red | Significant LH RFI. |
| 5 | 5e | 07080905.txt | 07080905.red | |
| 6 | 6w | 07080915.txt | 07080915.red | Significant LH RFI. |
| 7 | 07080926.red | Pass over trees. | ||
| 8 | 7e | 07080929.txt | 07080929.red | |
| 9 | 8w | 07080938.txt | 07080938.red | Significant LH RFI. |
| 10 | 9e | 07080952.txt | 07080952.red | |
| 11 | 10w | 07081001.txt | 07081001.red | |
| 12 | 07081012.txt | 07081012.red | Pass over trees. |
To minimize radio-frequency interference (RFI), the PALS radiometers incorporated narrow-band filters at 20 MHz for L-band and 5 MHz fort S-band. At a nominal flight altitude of 1 km and incidence angle of 45° the instantaneous 3-dB footprints at the surface were approximately 330 x 470 m. The received radar and radiometer signals were detected and output by the instrument data system at 0.8-s and 0.5-s intervals, respectively. The radiometer data are further averaged in the post-processing to 1-s intervals. Aircraft location and navigation data and downward-looking thermal IR temperatures were recorded at 1-s intervals and inserted into the PALS data stream.
The radiometric sensitivities, ΔT, for a 1-s integration time are 0.25 K and 0.6 K at L and S bands, respectively. The velocity of the C-130 aircraft was approximately 70 m s-1, resulting in oversampling of the footprints at 1-s intervals. The oversampling of the footprint permits approximate collocation of time-averaged radiometer and radar footprints. There is an uncertainty of a few microseconds in the time delay between command and operation of the radar switches, which places a lower limit of about 1 km on the altitude at which the radar can reliably operate.
Wilson, W.J., S.H. Yueh, S.J. Dinardo, S. Chazanoff, F.K. Li, and Y. Rahmat-Samii (2001): Passive Active L- and S-band (PALS) microwave sensor for ocean salinity and soil moisture measurements, IEEE Trans. Geosci. Rem. Sens. 39, 1039-1048.
The following acronyms and abbreviations are used in this document.
| AMSR-E | Advanced Microwave Scanning Radiometer - Earth Observing System |
| IR | Infrared |
| PALS | Passive and Active L- and S-band |
| RFI | Radio-Frequency Interference |
| SMEX | Soil Moisture Experiment |
| TB | Brightness Temperature |
| UTM | Universal Transverse Mercator |
August 2003
http://nsidc.org/data/docs/daac/nsidc0183_smex_pals.gd.html