yonezawa.pptx
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POLARIMETRIC OBSERVATION FOR RICE FIELD
BY RADARSAT-2 AND ALOS/PALSAR
Chinatsu YONEZAWA1) ,Takahiro IMAI1) , Daisuke KUNII1) , Manabu WATANABE 2) and Genya SAITO3)
1)Tohoku University, 2)JAXA, 3)Tokyo Institute of Technology
Introduction
Rice Field Monitoring by Multi-temporal Space-borne
Full Polarimetric SAR
Full Polarimetric SAR :scattering characteristics ALOS PALSAR L-band RADARSAT-2 C-band
・ Three component decomposition ・ H-a-A decomposition
Double Bounce Volume Surface
(Freeman and Durden (1998))
Full Polarimetry ~Three component decomposition~
Full Polarimetry ~ H-a -A decomposition ~
Entropy Randomness of the scattering
Anisotropy
Relative scattering of the second and the third eigenvalues
Alpha
Indicator of the type of scattering mechanism
0°:plane 45°:dipole 90°:dihedral corner reflector
(Cloude and Pottier (1996, 1997))
ALOS PALSAR
1km
Study Area
Area 1
Area 2
ALOS PALSAR
Full polarimetric data
1km
©MDA
Date Off-nadir angle Asc./Desc. Growth stage of paddy
19-May-06 21.5° Desc. transplanted 27-Aug-06 21.5° Asc. grain filling 12-Oct-06 21.5° Asc. harvested 14-Apr-07 21.5° Asc. harvested 30-May-07 21.5° Asc. transplanted 24-Aug-08 21.5° Desc. grain filling 9-Oct-08 21.5° Desc. harvested
24-Nov-08 21.5° Desc. harvested 2-Dec-08 21.5° Asc. harvested 19-Apr-09 21.5° Asc. harvested 27-Aug-09 21.5° Desc. grain filling 12-Oct-09 21.5° Desc. harvested
3km
3km
27AUG06 12OCT06
18MAY06 24AUG08
R:Double BounceG:VolumeB:Surface
ALOS PALSARThree Component Decomposition
ALOS PALSARThree Component Decomposition
1km
©MDA
19-May-06
12-Oct-06
30-May-07
9-Oct-08
2-Dec-08
27-Aug-090%
20%
40%
60%
80%
100%
D
Surface
Volume
Double bounce
27-Aug-06
24-Aug-08
27-Aug-09
A D DDD DA A A AA
19-May-06
27-Aug-06
12-Oct-06
14-Apr-07
30-May-07
24-Aug-08
9-Oct-08
24-Nov-08
2-Dec-08
19-Apr-09
27-Aug-09
12-Oct-09
0.3
0.4
0.5
0.6
0.7
ALOS PALSAR
H-a-A Decomposition
©MDA
Entropy
19-May-06
27-Aug-06
12-Oct-06
14-Apr-07
30-May-07
24-Aug-08
9-Oct-08
24-Nov-08
2-Dec-08
19-Apr-09
27-Aug-09
12-Oct-09
0
10
20
30
40
50
Alpha
19-May-
06
27-Aug-0
6
12-Oct
-06
14-Apr-0
7
30-May-
07
24-Aug-0
8
9-Oct
-08
24-Nov-
08
2-Dec-
08
19-Apr-0
9
27-Aug-0
9
12-Oct
-09
0.3
0.4
0.5
0.6
0.7
0.8
Anisotropy
Area 1 Area 2
27-A
ug-0
6
24-A
ug-0
8
27-A
ug-0
9
ALOS PALSAR
★Three component decomposition: Main scattering component of rice field :Grain filling season - Double bounce scattering :Harvested ~ Transplanting season - Surface scattering ★H-a-A decomposition: Alpha angle -relationship with rice filed condition
RADARSAT-2Test Site
1km
©MDA
Rice field
RADARSAT-2
Full Polarization Fine QP (incidence angle 20.1° Des.) resolution: 11×9m
29-Jun-09 23-Jul-09 16-Aug-09 9-Sep-09
©MDA
Data
RADARSAT-2
3km
3km
29JUN09 23JUL09
16AUG09 9SEP09
R:Double BounceG:VolumeB:Surface
Three Component Decomposition
RADARSAT-2Three Component Decomposition
1km
©MDA
29-Jun-0
9
23-Jul-09
16-Au
g-09
9-Sep-09
0%
20%
40%
60%
80%
100%
Surface
Volume
Double bounce
Three Component Decomposition
1km
©MDA
Surface Volume
RADARSAT-2ALOS PALSAR
Double bounce
Dominant scattering component on grain filling season
Double bounce scattering Volume scattering
Entropy Alpha
Anisotropy
0.7
0.6
0.5
0.4
50
40
30
20
0.7
0.6
0.5
0.4
29Jun-09
RADARSAT-2H-a-A decomposition
23-Jul-0
9
16-Aug-09
9-Sep-09
29Jun-09
23-Jul-0
9
16-Aug-09
9-Sep-09
29Jun-09
23-Jul-0
9
16-Aug-09
9-Sep-09
Alpha
Anisotropy
50
40
30
20
0.7
0.6
0.5
0.4
H-a-A decomposition
23-Jul-0
9
16-Aug-09
9-Sep-09
23-Jul-0
9
16-Aug-09
9-Sep-09
RADARSAT-2ALOS PALSAR
20
30
40
50
0.4
0.5
0.6
0.7
Alpha
Anisotropy
29Jun-09
29Jun-09
RADARSAT-2
1km
©MDA
★Three component decomposition: Volume scattering component ratio – Useful to estimate rice growing process
★H-a-A decomposition: Alpha angle – Increasing with growth
Summary
★Main scattering component on three component decomposition PALSAR: double bounce scattering RADARSAT-2: volume scattering ⇒ scattering mechanism difference L-band transmit paddy rice field
★ H-a-A decomposition PALSAR, RADARSAT-2: Entropy: 0.5~0.6 Alpha: 40 ~ 50 °Anisotropy: 0.6~0.7
◆PALSAR(L-band) and RADARSAT-2(C-band) ⇒ rice grain filling season