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Polarimetric analysis of PALSAR data to detect Landslide Caused by - - PowerPoint PPT Presentation

Polarimetric analysis of PALSAR data to detect Landslide Caused by Iwate-Miyagi Nairiku Earthquake in 2008 Chinatsu YONEZAWA Manabu WATANABE Genya SAITO (Tohoku Univ.) Iwate-Miyagi Nairiku Earthquake in 2008 14JUN08 8:43 AM (JST) Mj=7.2


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SLIDE 1

Polarimetric analysis of PALSAR data to detect Landslide Caused by Iwate-Miyagi Nairiku Earthquake in 2008

Chinatsu YONEZAWA Manabu WATANABE Genya SAITO (Tohoku Univ.)

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SLIDE 2

Iwate-Miyagi Nairiku Earthquake in 2008

Kurihara Osyuu

Sendai

14JUN08 8:43 AM (JST) Mj=7.2 Landslides in mountainous forested area 17 people dead, 6 people missing

Miyagi Pref. Iwate Pref.

Aratozawa-dam (08AUG08)

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SLIDE 3

AVNIR-2 Images

~South west slope of Mt Kurikoma~

17OCT06 R:4, G:3, B:2 02JUL08 R:4, G:3, B:2

Before After

1km

Komanoyu- Spa Dozou- zawa Ubuzume- gawa Mt Kurikoma Aratozawa- dam Ichihazama- gawa

1km 1km

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SLIDE 4

PALSAR Observation

Single Pol. (Dual Pol.)

  • Quad. Pol.

Before Earthquake

19 May 2006( Descending 21.5°) 27 August 2006( Ascending 21.5°) 12 October 2006( Ascending 21.5°) 14 April 2007( Ascending 21.5°) 30 May 2007( Ascending 21.5°)

After Earthquake

24 August 2008( Descending 21.5° ) 9 October 2008( Descending 21.5°) 24 November 2008( Descending 21.5°) 2 December 2008( Ascending 21.5°) 19 April 2009( Ascending 21.5°) 4 June 2009( Ascending 23.1° )

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SLIDE 5

Single Polarization

Visual Interpretation

22DEC07 23JUL08

After Before

GB:23JUN08 R:22DEC07 AVNIR-2:

02JUL08

500m 500m 500m 500m

~Aratozawa-dam~

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SLIDE 6

31MAY08 16JAN09

500m 500m 500m

Descending

Off-nadir Angle 34.3°

Single Polarization

~Aratozawa-dam~

16JUL08 31AUG08 03JUN09 19JUL09

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SLIDE 7

12DEC07 23JUN08 02AUG06 22JUL08

Before After

Ascending

Off-nadir Angle 34.3°

Descending

Off-nadir Angle 21.5°

Komanoyu- Spa AVNIR-2, PRISM:

2JUL08

500m 500m 500m 500m 500m

Single Polarization

Visual Interpretation

~Komanoyu-spa~

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SLIDE 8

Three component decomposition Eigenvalue-Eigenvector decomposition

Entropy: randomness of scattering Alpha: direct information about scattering mechanism Anisotropy: characterize scattering phenomenon

Full Polarization

Double Bounce Volume Surface

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SLIDE 9

Pauli Color coded Representation

Full Polarization

⎥ ⎦ ⎤ ⎢ ⎣ ⎡ − + = ⎥ ⎦ ⎤ ⎢ ⎣ ⎡ b a c c b a S S S S

22 12 12 11

2

////

S S a + =

⊥⊥

2

////

S S b − =

⊥⊥ //

2

= S c

2 2 2

: , : , : a B c G b R

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SLIDE 10

Pauli Image Before After

Full Polarization

Range Azimuth

Dozou- zawa 産女川 東栗駒山 Aratozawa- dam 揚石山

19MAY06 24AUG08

Descending 21.5°

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SLIDE 11

Aratozawa- dam ドゾウ沢 産女川 東栗駒山 揚石山

Descending 21.5°

G:PV B:PS R:PDB

Three component decomposition

Full Polarization

Before After

19MAY06 24AUG08

Range Azimuth

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SLIDE 12

After

24AUG08 21MAY06

AVNIR-2 Three component decomposition

Komanoyu- Spa Dozou- zawa Ubuzume- gawa Mt Kurikoma 2km

Full Polarization

Aratozawa- dam

G:PV B:PS R:PDB

Before

19MAY06

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SLIDE 13

Entropy

Descending 21.5°

0 1.0

Full Polarization

19MAY06 24AUG08

Before After

Range Azimuth

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SLIDE 14

Alpha

Descending 21.5°

0 90

Full Polarization

19MAY06 24AUG08

Before After

Range Azimuth

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SLIDE 15

Anisotropy

Descending 21.5°

0 1.0

Full Polarization

19MAY06 24AUG08

Before After

Range Azimuth

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SLIDE 16

Summary

Volume scattering component is dominant in forest area. Surface scattering component increase on bare soil area by landslide. Decrease of polarimetric entropy and alpha angle is found on landslide area. Scattering characteristics change observation by polarimetric SAR is useful to landslide detection.

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SLIDE 17

Acknowledgement

・JAXA RA for ALOS mission ・JAXA SIGMA-SAR ・ESA/POLSARPro project team ・Miyagi University ・Tohoku Construction Association

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SLIDE 18

Topographic features change Water level of Aratozawa-dam

Single Polarization

Visual Interpretation