1 Alfred Wegener Ins-tute for Polar and Marine Research, Bremerhaven, Germany
2 DTU-‐Space, Technical University of Denmark, Copenhagen, Denmark
Robert Ricker1, Stefan Hendricks1, Veit Helm1, Henrie5e Skourup2, Rüdiger Gerdes1
Introduc>on
CryoSat-‐2 measures the distance between satellite and surface.
It is crucial to measure the reflec>ng horizon very accurately.ESA
ESA
Measuring sea-‐ice freeboard
hi Sea-‐ice thickness hs Snow depth
hfs Snow freeboard
hfi Ice freeboard
hssh Sea-‐surface height
hGPS CryoSat-‐2/aircraO al>tude
H Measured distance
h
fs= h
GPS-‐ H -‐ h
sshIntroduc>on
Objec've of this study:
Tes>ng the hypothesis with a comparison between airborne laser, radar and electromagne>c sounding and CryoSat-‐2 measurements over mul> year ice in the Lincoln Sea.
Hypothesis:
It is assumed that the CryoSat-‐2 radar is penetra>ng a cold and dry snow layer.
CryoSat-‐2 measures the distance between satellite and surface
It is crucial to measure the reflec>ng horizon very accurateESA
ESA
CryoSat Valida>on Experiment (CryoVEx)
Airborne Radar Al>meter:
ASIRAS
Airborne Laser Scanner Airborne Laser Scanner
EM Induc>on Sounding:
EM BIRD
CryoSat sea ice freeboard modified with SSH from laser scanner
70˚W 60˚W
50
˚W
83˚N 84˚N 85˚N 86˚N
CryoSat sea ice freeboard modified with SSH from laser scanner
70˚W 60˚W
50
˚W
83˚N 84˚N 85˚N 86˚N
0 100
km N
1.22 1.42 1.62 1.82 2.00 2.19
0.17 0.02 0.12 0.03 0.01 0.07
0.35 0.54 0.74 0.95 1.15 1.35
0.02 0.01 0.03 0.08 0.12 0.07
t in h:
d in km:
CS Orbit 5399 CS Orbit 5428
Lincoln Sea
Alert
0.0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.0
Sea Ice Freeboard in m
Data resolu>on -‐ overview
Laser scanner
~ 0.3 m
~ 1 m CryoSat-‐2
~ 300 m
~ 1000 m
ASIRAS
~ 2.3
~ 12 m m
EM Bird
~ 5 m
2. Laser scanner: A weighted
average is formed of across-‐track data points.
3. Laser, ASIRAS, EM: Assigning to the respec>ve CryoSat footprint and averaging the enclosed
points.
Averaged laser and ASIRAS eleva>on CryoSat-‐2 footprint
Laser scanner measuring points
ASIRAS footprint
Data and methods
0 50 100 150
Track distance in km 17
18 19 20 21 22 23
Elevation in m
SSH (Laser)
1. A manually picked sea-‐surface height from laser scanner data is used to calculate the CryoSat-‐2 and ASIRAS freeboard.
Results: Sea-‐ice freeboard along track
Lead
Lead
0 50 100 150
Track distance in km 0.0
0.5 1.0 1.5
Freeboard in m
Laser CryoSat ASIRAS
ORBIT 005399
0 50 100 150
Track distance in km 0.0
0.5 1.0 1.5
Freeboard in m
Laser CryoSat ASIRAS
ORBIT 005428
Sea-‐ice freeboard distribu>on
Radar modal freeboard is shiOed to lower values compared to the Laser freeboard which indicates a penetra>on of the Ku band signal.
-0.5 0.0 0.5 1.0 1.5 2.0
Freeboard in m
Relative Units
-0.5 0.0 0.5 1.0 1.5 2.0
-0.5 0.0 0.5 1.0 1.5 2.0
Laser, Mean= 0.58m CryoSat, Mean= 0.35m ASIRAS, Mean= 0.39m ORBIT 005399
-0.5 0.0 0.5 1.0 1.5 2.0
Freeboard in m
Relative Units
-0.5 0.0 0.5 1.0 1.5 2.0
-0.5 0.0 0.5 1.0 1.5 2.0
Laser, Mean= 0.63m CryoSat, Mean= 0.41m ASIRAS, Mean= 0.46m ORBIT 005428
Apparent Penetra>on:
App. 10-‐20 cm
Sea-‐ice thickness T (with penetra>on term):
T = F · W
W I
+Z · S W
W I
+P · W
W I
Calcula>ng sea-‐ice thickness
0 50 100 150
Track distance in km -0.2-0.1
0.0 0.1 0.2 0.3 0.4 0.5
Depth in m
Snow depth Penetration
Assumed snow depth func>on:
Freeboard Snow depth Penetra>on
Water density: 1020 kg/m3 Ice density: 910 kg/m3 Snow density: 300 kg/m3
⇢W
⇢I
⇢S F Z P
Results: Sea-‐ice thickness along track
0 50 100 150
Track distance in km 0
2 4 6 8 10 12
Sea ice thickness in m
EM Laser CryoSat
ORBIT 005399
0 50 100 150
Track distance in km 0
2 4 6 8 10 12
Sea ice thickness in m
EM Laser CryoSat
ORBIT 005428
Direct thickness measurements from
electromagne>c induc>on sounding (EM Bird)
Sea-‐ice thickness distribu>on
Using the assumed density values, snow depth and penetra>on provide a good agreement with the direct thickness measurements from electromagne>c induc>on sounding
-1 0 1 2 3 4 5 6 7 8 9 10
Sea Ice Thickness in m
Relative Units
-1 0 1 2 3 4 5 6 7 8 9 10
-1 0 1 2 3 4 5 6 7 8 9 10
EM, Mean= 3.23m CryoSat, Mean= 2.83m Laser, Mean= 3.54m ORBIT 005399
-1 0 1 2 3 4 5 6 7 8 9 10
Sea Ice Thickness in m
Relative Units
-1 0 1 2 3 4 5 6 7 8 9 10
-1 0 1 2 3 4 5 6 7 8 9 10
EM, Mean= 3.07m CryoSat, Mean= 3.12m Laser, Mean= 3.95m ORBIT 005428
Conclusion and outlook
CryoSat-‐2 freeboard generally coincides with the ASIRAS freeboard.
Radar does not penetrate the snow cover completely.Outlook: We will inves>gate the influence of a snow layer and surface roughness with a forward model for CryoSat-‐2 waveforms.
With an assumed snow depth of 0.3 m and a penetra>on of 0.15 m a good agreement between Laser, radar and EM sounding thickness retrieval is achieved.Acknowledgements
The measurements in the framework of CryoVEx and PAM-‐ARCMIP 2011 campaigns were carried out by the DTU Space and the Alfred Wegener Ins>tute for Polar and Marine Research. The CryoVEx
campaigns are part of ESA’s Living Planet Programme. The CryoSat-‐2 data are provided by the ESA. All this is gratefully acknowledged.