software tool polsarpro v5.0

PolSARpro Tutorial 2016-JAN-04

Environmental Remote Sensing 1

Environmental Remote Sensing

PolSARpro Tutorial

Christian Koyama

PolSARpro Tutorial

Part 1:

Introduction

Hands on Experience

- Data Import, Image Extraction

- Matrix Conversion

- Polarimetric Speckle Filtering

Part 2:

Polarimetric Decomposition Theorems

Hands on Experience

- Matrix Decomposition

- Land Use Classification


PolSARpro Tutorial

Christian Koyama

Software ToolPolSARpro v5.0




PolSARpro Tutorial

Christian Koyama

- 3 -

The Polarimetric SAR Data Processing

and Educational Tool v4.2


PolSARpro Tutorial

Christian Koyama

- 4 -

Please note that the following slide are based on PolSARpro v4.2

The GUI structure and main functions in v5.0 are basically the same with only minor changes in the arrangement of the icons,

etc.




PolSARpro Tutorial

Christian Koyama

- 5 -

CONVAIR

ESAR

DCRS

EMISAR

PolSARpro v5.0 Software offers the possibility to handle and convertpolarimetric data from a range of well established polarimetric

airborne platforms.

SETHI

PISAR

UAV-SAR


PolSARpro Tutorial

Christian Koyama

- 6 -

TerraSAR X

SIR-C

RADARSAT 2

ALOS PALSAR

ENVISAT ASAR

PolSARpro v5.0 Software offers the possibility to handle and convertpolarimetric data from a range of well established polarimetric

airborne platforms.




PolSARpro Tutorial

Christian Koyama

- 7 -

The initiative development of PolSARpro Software is a directresult of recommendations made during the POLinSAR 2003Workshop held at ESA-ESRIN in January 2003.

2003 2004 2005 2007


PolSARpro Tutorial

Christian Koyama

- 8 -




PolSARpro Tutorial

Christian Koyama

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Tool specifically designed to handle :Polarimetric dataandPolarimetric Interferometric data.

Educational Software offering a tool forself-educationin the field of POLSAR and POL-InSARdata processing and analysis.


PolSARpro Tutorial

Christian Koyama

- 10 -

PolSARpro TEAM




PolSARpro Tutorial

Christian Koyama

- 11 -

USER INTERFACE

PolSARpro Software is conceived as aflexible environment, with a friendly andintuitive Graphical User Interface (GUI)

The graphical user interface (GUI) is written in Tcl-Tk

331185 lines managing 189 widget windows

1078 C routines (464803 lines) performing well-established algorithms in the field of POLSAR andPOL-InSAR.

MODULAR STRUCTUREEach element of the Software (a function))can be extracted and incorporatedindividually into users own processingsoftware.


PolSARpro Tutorial

Christian Koyama

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PolSARpro MAIN WINDOW

Full Screen

PolSARpro SOFTWARE




PolSARpro Tutorial

Christian Koyama

- 13 -

Progress BarRun Trace

Specific Tcl-Tk widget window providingoperational and informative error messages.Backtrace with each warning or error message(equivalent to the Unix command: troff).

Blue :Black:Red:

Widget WindowC RoutinesRunTime Errors Checking Result

PolSARpro SOFTWARE


PolSARpro Tutorial

Christian Koyama

- 14 -

Polarimetric Data FormatSelector

PolSARpro SOFTWARE




PolSARpro Tutorial

Christian Koyama

- 15 -

Version for the EO Scientific Investigator

PolSARpro Full Software Single Data Set Multi Data Sets

Spaceborne Sensors:ALOS, ENVISAT

RADARSAT2, TerraSar, SIR-C

Airborne Sensors:AIRSAR, Convair, EMISAR

ESAR, PISAR, RAMSES

PolSARpro SOFTWARE


PolSARpro Tutorial

Christian Koyama

- 16 -

Environment Display

Import Data

Process Data

Convert Data

Calibration Assessment

PolSARpro SOFTWARE




PolSARpro Tutorial

Christian Koyama

- 17 -

HelpTutorial onPOLSAR and Files

POLinSAR

Viewer Display Tools

About PolSARpro

PDF

PolSARproSIMGroundSmall VegForest

Google EarthGIMP

PolSARpro SOFTWARE


PolSARpro Tutorial

Christian Koyama

- 18 -


POLinSAR


About PolSARpro

PDF


Google EarthGIMP

PolSARpro SOFTWARE




PolSARpro Tutorial

Christian Koyama

- 19 -

Direct access to the Tutorial while usingPolSARpro facilities

The Tutorial is made available in PDF format.

Tutorial Notes


PolSARpro Tutorial

Christian Koyama

- 20 -

Do It Yourself

Do It Yourself




PolSARpro Tutorial

Christian Koyama

- 21 -

Recent Advances in Radar Polarimetry and PolarimetricSAR Interferometry W.M. Boerner 31 pages

Basic Concepts in Radar PolarimetryW.M. Boerner 100 pages

Advanced ConceptsE. Pottier, J.S. Lee, L. Ferro-Famil 65 pages

POL-InSAR Training CourseS.R. Cloude 44 pages

PCT Training CourseS.R. Cloude 55 pages

Lecture Notes


PolSARpro Tutorial

Christian Koyama

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273 Tcl-Tk Widget description files644 C Routine description files

Technical Documentation




PolSARpro Tutorial

Christian Koyama

- 23 -

PolSARpro v4.2Software isaccompanied by acomprehensive setof 273 Help Filesfor each individualfunction.

Individual HelpFiles are accessiblefrom within thesoftware byclicking on the helpicon present inthe relevantdialogue box.

Help Files


PolSARpro Tutorial

Christian Koyama

- 24 -


POLinSAR


About PolSARpro

PDF


Google EarthGIMP

PolSARpro v4.2 SOFTWARE




PolSARpro Tutorial

Christian Koyama

- 25 -

HelpTutorial on

POLSAR and FilesPOLinSAR


About PolSARpro

PDF


Google EarthGIMP


PolSARpro Tutorial

Christian Koyama

- 26 -

Main Functionalities

Save Windows Bitmap output files in differentgraphic formats like GIF, JPG, PS and TIFF.

Image Display Size setting

In/Out Zoom functionZoom Lens WindowOverview WindowImage Flip Up-Down - Flip Left-RightImage 90 Left / Right rotationImage TransposeColor DropperColor Palette editionColorMap modification

PolSARpro VIEWER (PV3.0)




PolSARpro Tutorial

Christian Koyama

- 27 -

Zoom Lens Window

Color Palette Edition

ColorMapImage Display modification

size setting

Overview Window

PolSARpro VIEWER (PV3.0)


PolSARpro Tutorial

Christian Koyama

- 28 -

HelpTutorial on

POLSAR and FilesPOLinSAR


About PolSARpro

PDF

PolSARproSIMGround

Small Veg

Forest

Google EarthGIMP





PolSARpro Tutorial

Christian Koyama

- 29 -

GEARTH POLY File

SAR Image track

visualization

KML File

PolSARpro Output

Image visualization



PolSARpro Tutorial

Christian Koyama

- 30 -





PolSARpro Tutorial

Christian Koyama

- 31 -


POLinSAR


About PolSARpro

PDF


Google EarthGIMP



PolSARpro Tutorial

Christian Koyama

- 32 -


PolSARproSim is a rapid, coherent, fullypolarimetric SAR simulation of forest fordemonstrating POLinSAR techniques withinPolSARpro Software v3.31.

PolSARproSim generates simulatedinterferometric SAR images of artificial forestscenes that may be analysed as real SAR imagery.

SAR properties and imaging geometry areobtained from the user who specifies centrefrequency, azimuth and slant range resolutions,along with platform altitude, incidence angle andhorizontal and vertical interferometric baselines.

Ground surface generation is controlled byspecifying the surface properties slope,roughness and wetness (on simple sliding scales)and forest properties (species, height, standdensity and stand area).

PolSARpro SIM




PolSARpro Tutorial

Christian Koyama

- 33 -

DVGV DG

Direct-Ground, Direct-Volumeand Ground-Volumecontributions are included,with both trees and shortvegetation comprising Volumeterms.

Given the map of tree locationsand dimensions a grid of pointsis used to sample the attenuationof the coherent wave in 3D

PINE

DECIDUOUS

RANDOM HEDGE

PolSARpro SIM

The SAR image is evaluated as a coherent sum ofscattering events from small elements of the scene

PolSARpro SIM


PolSARpro Tutorial

Christian Koyama

- 34 -

View from Radar Pauli RGB Image

Coherence Map using a 5x5 window Magnitude (left) and Phase (right)

PolSARpro SIM




PolSARpro Tutorial

Christian Koyama

- 35 -

PolSARproSIM

PolSARproSIM_GrdPolSARproSIM_Veg

PolSARpro SIM


PolSARpro Tutorial

Christian Koyama

- 36 -

SRTM ASTER





PolSARpro Tutorial

Christian Koyama

- 37 -

Download a GeoTIFF Fileftp://srtm.csi.cgiar.org/SRTM_V41/SRTM_Data_GeoTIFF (SRTM)

(ASTER)http://www.ersdac.or.jp/GDEM/E/index.html Extract DEM corresponding to the SAR image

Display the DEM (Google Overlay)

S.R.T.M - ASTER


PolSARpro Tutorial

Christian Koyama

- 38 -

NEST

GIS SOFTWARES

MAP READY

Auxiliary Software in PolSARpro




PolSARpro Tutorial

Christian Koyama

- 39 -

N.E.S.T


PolSARpro Tutorial

Christian Koyama

- 40 -

MAP READY




PolSARpro Tutorial

Christian Koyama

PolSAR SensorsData Import

PolSARpro v4.0 SOFTWAREPolSARpro SOFTWARE


PolSARpro Tutorial

Christian Koyama

PolSARpro v5.0 Software offers the possibility to handle andconvert polarimetric data from a range of well establishedpolarimetric airborne platforms.

UAV-SAR




PolSARpro Tutorial

Christian Koyama



PolSARpro Tutorial

Christian Koyama

Direct link with GoogleEarth

JPL/NASA UAVSAR Sensor





PolSARpro Tutorial

Christian Koyama

S.L.C : [S2]M.L.C : [C3]M.L.G : [C3]



PolSARpro Tutorial

Christian Koyama

TerraSAR X

SIR-C

RADARSAT 2

ALOS PALSAR

ENVISAT ASAR

PolSARpro v4.2 Software offers the possibility to handle andconvert polarimetric data from a range of well establishedpolarimetric spaceborne platforms.





PolSARpro Tutorial

Christian Koyama

RADARSAT-2 Dual & Quad POL RADARSAT-2 Fine and Standard Mode

RADARSAT 2



PolSARpro Tutorial

Christian Koyama

ALOS PALSAR

ALOS-PALSAR Polar Modes

PALSAR Dual & Quad POL

PALSAR Data Level 1.1 and 1.5

JAXA - CEOS Data Format




PolSARpro Tutorial

Christian Koyama

ALOS PALSAR

ALOS-PALSAR Polar Modes

PALSAR Dual & Quad POL

PALSAR Data Level 1.1

ERSDAC - Vexcel Data Format



PolSARpro Tutorial

Christian Koyama

TerraSAR X Dual POLSSC: Single Look Slant Range ComplexEEC: Enhanced Ellipsoid CorrectedGEC: Geocoded Ellipsoid CorrectedMGD: Multi-Look Ground Range

TerraSAR X




PolSARpro Tutorial

Christian Koyama

TerraSAR X Quad POL

SSC: Single Look Slant Range Complex

TerraSAR X


PolSARpro Tutorial

Christian Koyama

Pauli RGB ENTROPY Wishart H/A/ Segment.




PolSARpro Tutorial

Christian Koyama

Single Data Set Package - PolSAR

PolSARpro v4.2 SOFTWAREPolSARpro v4.2 SOFTWARE

Note: This is the most commonly used import routine.


PolSARpro Tutorial

Christian Koyama

PolSARpro Single Data Set package

Spaceborne Sensors:ALOS, ENVISAT

RADARSAT2, TerraSar, SIR-C

Airborne Sensors:AIRSAR, Convair, EMISAR

ESAR, PISAR, RAMSES

PolSARpro Full Software Single Data Set Multi Data Sets





PolSARpro Tutorial

Christian Koyama



PolSARpro Tutorial

Christian Koyama





PolSARpro Tutorial

Christian Koyama

C4toC3

T3

C3

T3toC3

C3toT3

C4

T4toC3

T4

T4toC4

C4toT4

T4toT3

C4toT3

config.txt

s11.bin, s12.bin

s21.bin, s22.bin

DATADIR

S2toT3

S2toC3

S2toT4

S2toC4

DATADIR_PPx

config.txt

spq.bin, srs.bin

config.txt

Ipq.bin, Irs.bin

C2SpptoC2

S2toSpp

SpptoIpp

S2toIpp

DATADIR_PPy



PolSARpro Tutorial

Christian Koyama

Dual PolSAR(Spp, C2)

Quad PolSAR(S2, C3,C4,T3,T4)




PolSARpro Tutorial

Christian Koyama


Questions?

Ok, lets start!


PolSARpro Tutorial

Christian Koyama

Data Analysis Statistics




PolSARpro Tutorial

Christian Koyama

Data Analysis Histogram Based Statistics


PolSARpro Tutorial

Christian Koyama

Polarisation Signatures




PolSARpro Tutorial

Christian Koyama

Polarimetric Decomposition


PolSARpro Tutorial

Christian Koyama

X_Y_occurrence_plane

Polarimetric Segmentation

Unsupervised H / Alpha Classification

X_Y_segmented_plane




PolSARpro Tutorial

Christian Koyama

Unsupervised H / Alpha Classification



PolSARpro Tutorial

Christian Koyama

Unsupervised H / A / Alpha - Wishart Classification





PolSARpro Tutorial

Christian Koyama

Unsupervised H / A / Alpha - Wishart Classification



PolSARpro Tutorial

Christian Koyama

Supervised Wishart Classification





PolSARpro Tutorial

Christian Koyama




PolSARpro Tutorial

Christian Koyama






PolSARpro Tutorial

Christian Koyama

Rule-Based Hierarchical Classification



PolSARpro Tutorial

Christian Koyama






PolSARpro Tutorial

Christian Koyama

sigma0_hv_L_April > -18dB

sigma0_hh_C_April > -30dB

sigma0_hv_C_June > -30dB rho_hhvv_C_June > 0.46

sigma0_rr_ov_rl_C_July > -1

8

9rho_hhvv_C_April 0.02 x sigma0_hv_C_April > 1

sigma0_hv_C_June > -18dB

sigma0_hv_C_June > -12dB 7

5 6

1 2 3 4




PolSARpro Tutorial

Christian Koyama

Polarization Orientation Estimation




PolSARpro Tutorial

Christian Koyama

RVOG PolSAR Inversion


PolSARpro Tutorial

Christian Koyama

RVOG PolSAR Inversion




PolSARpro Tutorial

Christian Koyama

Polarized Point Scatterers Detection


PolSARpro Tutorial

Christian Koyama

Support Vector Machine Classification




PolSARpro Tutorial

Christian Koyama



PolSARpro Tutorial

Christian Koyama

Radial Basis Function Kernel

(T3 + H/A/Alpha)

Mean accuracy = 94.56%





PolSARpro Tutorial

Christian Koyama

Pauli Wishart

Mean accuracy 90,6%

SVM RBFT3

Mean accuracy 93,9%

SVM RBF(T3 & 17 Pol. Indicators

Mean accuracy 98,4%



PolSARpro Tutorial

Christian Koyama


Display Interface offers the possibilityto create and export images in an 8-bit or 24-bit dynamic range (WindowsBitmap and TIFF formats) for inclusionin reports, or import to GIS softwarefor comparison with other data.




PolSARpro Tutorial

Christian Koyama

Create 8-24 bits BMP / TIFF File


PolSARpro Tutorial

Christian Koyama





PolSARpro Tutorial

Christian Koyama



PolSARpro Tutorial

Christian Koyama

Create BMP to KML File




PolSARpro Tutorial

Christian Koyama

GOOGLE EARTH


PolSARpro Tutorial

Christian Koyama

Create RGB to KML File




PolSARpro Tutorial

Christian Koyama

GOOGLE EARTH


PolSARpro Tutorial

Christian Koyama

PolSARpro TutorialDay 1:

Introduction

Hands on Experience

Data Import, Image Extraction

Matrix Conversion

Polarimetric Speckle Filtering

Day 2:

Polarimetric Decomposition Theorems

Hands on Experience


Land Use Classification




PolSARpro Tutorial

Christian Koyama



PolSARpro Tutorial

Christian Koyama

DECOMPOSITION THEOREMS[S] [T] [C]

[K]

AZIMUTHAL SYMMETRIE

MODEL BASED DECOMPOSITION

EIGENVECTORS / EIGENVALUES ANALYSIS& MODEL BASED DECOMPOSITION

EIGENVECTORS / EIGENVALUES ANALYSIS ENTROPY / ANISOTROPY

J.J. VAN ZYL(1992)

S.R. CLOUDE & E. POTTIER(1996-1997)

Y. YAMAGUCHI(2004)

COHERENT DECOMPOSITION

E. KROGAGER(1990)

W.L. CAMERON(1990)

TARGET DICHOTOMY

J.R. HUYNEN(1970)

R.M. BARNES(1988)

EIGENVECTORS BASED DECOMPOSITION

S.R. CLOUDE(1985)

W.A. HOLM(1988)

A.J. FREEMAN

(1992)




PolSARpro Tutorial

Christian Koyama

THE H / A / POLARIMETRICTARGET DECOMPOSITION THEOREM

S.R. CLOUDE - E. POTTIER (1995 - 1996)


PolSARpro Tutorial

Christian Koyama

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PolSARpro Tutorial

Christian Koyama

- 97 -

2008-06-02 2008-07-18

0 200 400

MetersDual-pol Pauli-RGB

(R = C22 / G = C11-2xC12r+C22 / B = C11)


PolSARpro Tutorial

Christian Koyama

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2007-0 8-02 2007-0 9-17

0 200 400

Meters

Dual-pol Alpha/Entropy/Span-HSV(H = alpha / S = entropy / V = span)




PolSARpro Tutorial

Christian Koyama

H / A / DECOMPOSITION

TARGET VECTOR

LOCAL ESTIMATE OFTHE COHERENCY MATRIX

EIGENVECTORS / EIGENVALUES ANALYSIS

ORTHOGONALEIGENVECTORS

REAL EIGENVALUES1 > 2 > 3


PolSARpro Tutorial

Christian Koyama

ORTHOGONALEIGENVECTORS

REAL EIGENVALUES1 > 2 > 3

PARAMETERISATION OF THE SU(3) UNITARY MATRIX

TARGET 1 TARGET 2 TARGET 3





PolSARpro Tutorial

Christian Koyama

PROBABILITIES

AVERAGED PARAMETERS

UNITARY TARGET VECTOR (u0) OF THEMEAN DOMINANT MECHANISM



PolSARpro Tutorial

Christian Koyama

MEAN SCATTERING MECHANISM

TARGET MAGNITUDEUNITARY VECTOR u0

TARGET VECTOR k0





PolSARpro Tutorial

Christian Koyama

cos() sin()cos() sin()sin()


2A0 B0 + B B0 B


PolSARpro Tutorial

Christian Koyama

cos() sin()cos() sin()sin()


2A0 B0 + B B0 B




PolSARpro Tutorial

Christian Koyama

ROLL INVARIANCE

PROPERTY

12

3

SAME PHYSICAL PHENOMENOUS WHATEVERTHE ANTENNA ORIENTATION ANGLEAROUND THE RADAR LINE OF SIGHT



PolSARpro Tutorial

Christian Koyama

ROLL INVARIANCE PROPERTY

SU(3) UNITARY ROTATION MATRIX()T(3) ORIENTED () COHERENCY MATRIX

EIGENVECTORS / EIGENVALUES ANALYSIS

EIGENVALUES 1 2 3: ROLL INVARIANT

PROBABILITIES P1 P2 P3: ROLL INVARIANT





PolSARpro Tutorial

Christian Koyama

EIGENVECTORS UNITARY MATRIX

PARAMETERIZATION OF THE UNITARY MATRIX

: ROLL INVARIANT = P11 + P22 + P33

PHYSICAL INTERPRETATION



PolSARpro Tutorial

Christian Koyama

A N I S O T R O P I C P A R T I C L E S C L O U D

AVERAGING OVER ALLORIENTATION ANGLES

WITH :




PolSARpro Tutorial

Christian Koyama

ALPHA PHYSICAL INTERPRETATION

SINGLE BOUNCESCATTERING

(ROUGH SURFACE)

DOUBLE BOUNCESCATTERING

VOLUMESCATTERING



PolSARpro Tutorial

Christian Koyama

EIGENVALUES 1 2 3: ROLL INVARIANT

PROBABILITIES P1 P2 P3: ROLL INVARIANT

ENTROPY

(DEGREE OF RANDOMNESSSTATISTICAL DISORDER)

PURE TARGET DISTRIBUTED TARGET





PolSARpro Tutorial

Christian Koyama

0.5 1.00

ENTROPY (H)

2A0 B0 + B B0 B



PolSARpro Tutorial

Christian Koyama

2A0 B0 + B B0 B 0 45 90

PARAMETER





PolSARpro Tutorial

Christian Koyama

0.5 1.00

ENTROPY (H)

2A0 B0 + B B0 B



PolSARpro Tutorial

Christian Koyama

0 45 90

PARAMETER

2A0 B0 + B B0 B





PolSARpro Tutorial

Christian Koyama

Alpha

()

PER T UR BAT IO N O F 1st O R DERSCAT T ER ING T HEO R IES DUE

T O 2 nd O R DER EVENT S

Entropy (H)

3

DIHEDRAL SCATTERER

DIPOLE

BRAGG SURFACE

FORESTRY DBLE BOUNCE

VEGETATION

SURFACE ROUGHNESSPROPAGATION EFFECTS

SEGMENTATION OF THE H / SPACE

BRANCH / CROWNSTRUCTURE

CLOUD OF ANISOTROPICNEEDLES

NO FEASIBLE

REGION

MULTIPLESCATTERING

VOLUMESCATTERING

SURFACESCATTERING

LOWENTROPY

MEDIUMENTROPY

HIGHENTROPY

DEGREE OF ARBITRARINESS(SCATTERING PROCESSES

RANDOM NOISE)

6

9

21

4

7

5

8

0

10

20

30

40

50

60

70

80

90

0.2 0.4 0.6 0.8 10


PolSARpro Tutorial

Christian Koyama

Alp

ha

(

)

PolSAR DATADISTRIBUTION

IN THEH/ PLANE

n

0.5

H1.00 0 45

90

0 0.2 0.8 10

7060

50

40

30

20

10

9080

0.4 0.6Entropy (H)

102

1

0




PolSARpro Tutorial

Christian Koyama

Alp

ha

()

n

0.80.60.40.20

102

1.81.61.41.21

Entropy (H)

SURFACESCATTERING

MULTIPLESCATTERING

VOLUMESCATTERING

MEDIUM H HIGH H

0

10

20

30

40

50

60

70

80

90

0.2 0.4 0.6 0.8 10

Entropy (H)0.2 0.4 0.6 0.8 10

Alp

ha

()

0

10

20

30

40

50

60

70

80

90C1

C2

C3

C4

C5

C6

C7

C8

LOW H


PolSARpro Tutorial

Christian Koyama

H - classification

2A0 B0 + B B0 B





PolSARpro Tutorial

Christian Koyama

H - classification

2A0 B0 + B B0 B



PolSARpro Tutorial

Christian Koyama

DIFFICULT MECHANISM DISCRIMINATION WHEN: H > 0.7

ANISOTROPY(EIGENVALUES SPECTRUM)

COMPLEMENTARY TO ENTROPY

DISCRIMINATION WHEN H > 0.7

ROLL INVARIANT





PolSARpro Tutorial

Christian Koyama E. Pottier, L. Ferro-Famil (01/2004)

SAPHIR

0.3

0.4

0.5

0.60.7

0.1

0.2

H = 0.90.8

0.4 0.4

1.0 1.0

0.3

A = 0

A = 0.54

1.0

0.2 0.4 0.6 0.8 10

0.2

0.4

0.6

0.8

1

0



PolSARpro Tutorial

Christian Koyama

ANISOTROPY (A)

0.5 1.00

ENTROPY (H)

2A0 B0 + B B0 B





PolSARpro Tutorial

Christian Koyama

0.5 1.00

ENTROPY (H)

0.5 1.00

ANISOTROPY (H)



PolSARpro Tutorial

Christian Koyama

0.5 1.00

ANISOTROPY (H)

2A0 B0 + B B0 B




PolSARpro Tutorial

Christian Koyama

0.5 1.00

ENTROPY (H)

0.5 1.00

ANISOTROPY (H)


PolSARpro Tutorial

Christian Koyama

POLSAR DATA DISTRIBUTION IN THE H / A / SPACE

90

60

0

30

1

0.5

0

0.5

1

Alp

ha

()




PolSARpro Tutorial

Christian Koyama

0

H(1-A)

3 MECHANISMS

A(1-H)

2 MECHANISMS

(1-H)(1-A)

1 MECHANISM

HA

2 MECHANISMS

0.50.25


PolSARpro Tutorial

Christian Koyama

H(1-A)(1-H)(1-A)

3 MECHANISMS1 MECHANISM

A(1-H) HA

2 MECHANISMS 2 MECHANISMS

0 0.50.25




PolSARpro Tutorial

Christian Koyama

SCATTERED POWER

P = P.*(1-H)(1-A) + P.*HA + P.*(1-H)A + P.*H(1-A)

ONEMECANISM

TWOMECANISMS

TWO / THREEMECANISMS

THREEMECANISMS

1 2 3 1 2 3 1 2 3 1 2 3



PolSARpro Tutorial

Christian Koyama

PARAMETERENTROPY ANISOTROPY

3 ROLL INVARIANT PARAMETERS

PHYSICAL SCATTERING MECHANISM

TYPE OF SCATTERING PROCESS

SEGMENTATION / CLASSIFICATION




PolSARpro Tutorial

Christian Koyama

Questions?

Ok, lets start!

software tool polsarpro v5.0

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