ESA PolSARpro Practical-1

102
PolSARpro PolSARpro v5.0 v5.0 Practical Practical E. Pottier E. Pottier PolSARpro PolSARpro v5.0 v5.0 Practical Practical E. Pottier E. Pottier E.Pottier (2013) E. Pottier E. Pottier E. Pottier E. Pottier

Transcript of ESA PolSARpro Practical-1

Page 1: ESA PolSARpro Practical-1

PolSARproPolSARpro v5.0v5.0PolSARproPolSARpro v5.0v5.0PolSARproPolSARpro v5.0v5.0PracticalPractical

E. PottierE. Pottier

PolSARproPolSARpro v5.0v5.0PracticalPractical

E. PottierE. Pottier

E.Pottier(2013)

E. PottierE. PottierE. PottierE. Pottier

Page 2: ESA PolSARpro Practical-1

General Presentation of PolSARpro v5.0 Software

E.Pottier(2013)

Page 3: ESA PolSARpro Practical-1

SOFTWARE DIRECTORY STRUCTURE

E.Pottier(2013)

PolSARpro_v5.0.tcl is the executable file

that launches the POLSARPRO user interface

Page 4: ESA PolSARpro Practical-1

DATA DIRECTORY STRUCTURE

Compatible Raw Binary Data

DATADIRDATADIR

config.txt

2x2 Complex Sinclair Matrix [S2]

config.txt

s11.bin, s12.bins21.bin, s22.bin

Nrow1234---------Ncol4789---------PolarCase

PolarCase• Monostatic s12.bin == s21.bin• Bistatic s12.bin <> s21.bin• Intensities Ixy.bin

PolarType

E.Pottier(2013)

PolarCaseMonostatic/Bistatic/Intensities---------PolarTypeFull/pp1/pp2/pp3/pp4/pp5/pp6/pp7

PolarType• Full s11.bin, s12.bin, s21.bin, s22.bin• pp1 s11.bin, s21.bin• pp2 s12.bin, s22.bin• pp3 s11.bin, s22.bin• pp4 I11.bin, I12.bin, I22.bin• pp5 I11.bin, I21.bin• pp6 I12.bin, I22.bin• pp7 I11.bin, I22.bin

Page 5: ESA PolSARpro Practical-1

3x3 Complex Coherency Matrix [T3]

DATADIRDATADIR

T3

DATA DIRECTORY STRUCTURE

Compatible Raw Binary Data

Nrow1234

T3

config.txt

T11.bin, T12_real.bin, T12_imag.bin, T13_real.bin,T13_imag.bin, T22.bin,T23_real.bin, T23_imag.bin,T33.bin

E.Pottier(2013)

1234---------Ncol4789---------PolarCaseMonostatic/Bistatic---------PolarTypeFull

Page 6: ESA PolSARpro Practical-1

3x3 Complex Covariance Matrix [C3]

DATADIRDATADIR

C3

DATA DIRECTORY STRUCTURE

Compatible Raw Binary Data

Nrow1234

C3

config.txt

C11.bin, C12_real.bin, C12_imag.bin, C13_real.bin,C13_imag.bin, C22.bin,C23_real.bin, C23_imag.bin,C33.bin

E.Pottier(2013)

1234---------Ncol4789---------PolarCaseMonostatic/Bistatic---------PolarTypeFull

Page 7: ESA PolSARpro Practical-1

4x4 Complex Coherency Matrix [T4]

DATADIRDATADIR

T4

DATA DIRECTORY STRUCTURE

Compatible Raw Binary Data

Nrow1234

T4

config.txt

T11.bin, T12_real.bin, T12_imag.bin, T13_real.bin,T13_imag.bin, T14_real.bin,T14_imag.bin, T22.bin,T23_real.bin, T23_imag.bin,T24_real.bin, T24_imag.bin,T33.bin, T34_real.bin,T34_imag.bin, T44.bin

E.Pottier(2013)

1234---------Ncol4789---------PolarCaseBistatic---------PolarTypeFull

Page 8: ESA PolSARpro Practical-1

4x4 Complex Covariance Matrix [C4]

DATADIRDATADIR

C4

DATA DIRECTORY STRUCTURE

Compatible Raw Binary Data

Nrow1234

C4

config.txt

C11.bin, C12_real.bin, C12_imag.bin, C13_real.bin,C13_imag.bin, C14_real.bin,C14_imag.bin, C22.bin,C23_real.bin, C23_imag.bin,C24_real.bin, C24_imag.bin,C33.bin, C34_real.bin,C34_imag.bin, C44.bin

E.Pottier(2013)

1234---------Ncol4789---------PolarCaseBistatic---------PolarTypeFull

Page 9: ESA PolSARpro Practical-1

CONFIGURATION

E.Pottier(2013)

Page 10: ESA PolSARpro Practical-1

MAIN WINDOW

PolSARpro v5.0 SOFTWARE

ENTRY SCREEN

E.Pottier(2013)

Page 11: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

PolSARpro v5.0 MAIN WINDOW

Full Screen

E.Pottier(2013)

Page 12: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 13: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 14: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 15: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 16: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 17: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 18: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 19: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 20: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 21: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 22: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 23: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 24: ESA PolSARpro Practical-1

TEST THE CONFIGURATION

E.Pottier(2013)

Page 25: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

Test

E.Pottier(2013)

Page 26: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

Config

E.Pottier(2013)

Page 27: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

Test

E.Pottier(2013)

Page 28: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

Config

E.Pottier(2013)

Page 29: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

Test

E.Pottier(2013)

Page 30: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

Config

E.Pottier(2013)

Page 31: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

Test

E.Pottier(2013)

Page 32: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

Config

E.Pottier(2013)

Page 33: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

Config

E.Pottier(2013)

Page 34: ESA PolSARpro Practical-1

Questions ?Questions ?

E.Pottier(2013)

Page 35: ESA PolSARpro Practical-1

E.Pottier(2013)

ALOS : Advanced Land Observing SatellitePALSAR : Phase Array L-Band SAR

Page 36: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 37: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

PolSARpro Full SoftwarePolSARpro Full Software– Single Data Set– Multi Data Sets

E.Pottier(2013)

Spaceborne Sensors:ALOS, ENVISAT

RADARSAT2, TerraSar, SIR-C

Airborne Sensors:AIRSAR, Convair, EMISAR

ESAR, PISAR, RAMSES

Version for the EO Scientific Investigator

Page 38: ESA PolSARpro Practical-1

Configuration

Data Import� Input Data File� QuickLook� Extract Raw Data

PROCESSING CHAIN

PolSARpro v5.0 Softwareperforms complete end-to-end

processing without the need for

Data Process

� Extract Raw Data

� [T3] Elements� Speckle Filtering

�Box Car�Gaussian�Lee Refined

� H / A / Alpha�Decomposition Parameters�Eigenvectors Parameters

�Eigenvalues Parameters

� Polarimetric Segmentation�H / A / alpha Segmentation�Unsupervised Wishart

H / A / alpha Segmentation

Data Processing Approachalong a ‘recommended’

and easy processing chain

Provide a First Qualitative Analysis of

any other software.

E.Pottier(2013)

Data Display

H / A / alpha Segmentation�Supervised Wishart

H / A / alpha Segmentation

� Batch Process�Speckle Filtering�H / A / alpha Decomposition� Unsupervised Wishart

H / A / alpha Segmentation

� BMP 8 / 24 bits� RGB

Provide a First Qualitative Analysis of the fully polarimetric data set processed

Page 39: ESA PolSARpro Practical-1

MAIN MENU

E.Pottier(2013)

Page 40: ESA PolSARpro Practical-1

MAIN MENU

Environment

Import Data

Display

E.Pottier(2013)

Process Data

Display

Page 41: ESA PolSARpro Practical-1

PROCESSING CHAIN

Configuration

Data Import� Input Data File� QuickLook� Extract Raw Data

Data Process

� Extract Raw Data

� [T3] Elements� Speckle Filtering

�Box Car�Gaussian�Lee Refined

� H / A / Alpha�Decomposition Parameters�Eigenvectors Parameters

�Eigenvalues Parameters

� Polarimetric Segmentation�H / A / alpha Segmentation�Unsupervised Wishart

H / A / alpha Segmentation

E.Pottier(2013)

Data Display

H / A / alpha Segmentation�Supervised Wishart

H / A / alpha Segmentation

� Batch Process�Speckle Filtering�H / A / alpha Decomposition� Unsupervised Wishart

H / A / alpha Segmentation

� BMP 8 / 24 bits� RGB

Page 42: ESA PolSARpro Practical-1

PROCESSING CHAIN

Configuration

Data Import� Input Data File� QuickLook� Extract Raw Data

Data Process

� Extract Raw Data

� [T3] Elements� Speckle Filtering

�Box Car�Gaussian�Lee Refined

� H / A / Alpha�Decomposition Parameters�Eigenvectors Parameters

�Eigenvalues Parameters

� Polarimetric Segmentation�H / A / alpha Segmentation�Unsupervised Wishart

H / A / alpha Segmentation

E.Pottier(2013)

Data Display

H / A / alpha Segmentation�Supervised Wishart

H / A / alpha Segmentation

� Batch Process�Speckle Filtering�H / A / alpha Decomposition� Unsupervised Wishart

H / A / alpha Segmentation

� BMP 8 / 24 bits� RGB

Page 43: ESA PolSARpro Practical-1

ENVIRONNEMENT

Environment

Import Data

Display

E.Pottier(2013)

Process Data

Display

Page 44: ESA PolSARpro Practical-1

Configure Data Main Directory location

ENVIRONMENT

E.Pottier(2013)

Input Directory: C:/ DataDirectory

SAN_FRANCISCO_ALOS

Page 45: ESA PolSARpro Practical-1

ENVIRONMENT

Configure Data Main Directory location

Automatic Data Check

E.Pottier(2013)

Automatic Data Check(Null or NaN)

Configuration File(ENVI)

Image DisplaySize setting

Page 46: ESA PolSARpro Practical-1

ENVIRONMENT

Configure Data Main Directory location

Color Palette Edition& Modification

E.Pottier(2013)

Page 47: ESA PolSARpro Practical-1

PROCESSING CHAIN

Configuration

Data Import� Input Data File� QuickLook� Extract Raw Data

Data Process

� Extract Raw Data

� [T3] Elements� Speckle Filtering

�Box Car�Gaussian�Lee Refined

� H / A / Alpha�Decomposition Parameters�Eigenvectors Parameters

�Eigenvalues Parameters

� Polarimetric Segmentation�H / A / alpha Segmentation�Unsupervised Wishart

H / A / alpha Segmentation

E.Pottier(2013)

Data Display

H / A / alpha Segmentation�Supervised Wishart

H / A / alpha Segmentation

� Batch Process�Speckle Filtering�H / A / alpha Decomposition� Unsupervised Wishart

H / A / alpha Segmentation

� BMP 8 / 24 bits� RGB

Page 48: ESA PolSARpro Practical-1

ENVIRONNEMENT

Environment

Import Data

Display

E.Pottier(2013)

Process Data

Display

Page 49: ESA PolSARpro Practical-1

Data IMPORT – Input Data File

E.Pottier(2013)

Page 50: ESA PolSARpro Practical-1

Data IMPORT – Input Data File

Do it Yourself:

E.Pottier(2013)

Do it Yourself:

Enter SAR Leader FileCheck File

Page 51: ESA PolSARpro Practical-1

Data IMPORT – Input Data File

Do it Yourself:

E.Pottier(2013)

Do it Yourself:

Enter SAR Leader FileRead HeaderOK

Page 52: ESA PolSARpro Practical-1

Data IMPORT – Input Data File

E.Pottier(2013)

Page 53: ESA PolSARpro Practical-1

Data IMPORT – Input Data File

E.Pottier(2013)

Page 54: ESA PolSARpro Practical-1

Data IMPORT – Extract Binary Data

E.Pottier(2013)

Page 55: ESA PolSARpro Practical-1

Data IMPORT – Extract Binary Data

E.Pottier(2013)

Do it Yourself:

Multi Look : Row = 8 Col = 1Run

Page 56: ESA PolSARpro Practical-1

Convert ALOS Fully Polarimetric Data Files to Complex (3x3) Coherency Matrix [T3]

Data IMPORT – Extract Binary Data

OUTPUT DIROUTPUT DIR

T3

config.txt

T11.bin, T12_real.bin, T12_imag.bin, T13_real.bin, T13_imag.bin, T22.binT23_real.bin, T23_imag.bin, T33.bin

INPUT DIRINPUT DIR

Fully PolarimetricData Files

E.Pottier(2013)

T33.bin

Do it Yourself:

Multi Look : Row = 8 Col = 1Run

Page 57: ESA PolSARpro Practical-1

Display Pauli-RGB Image

Open BMP File

E.Pottier(2013)

Page 58: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

SRTM ASTER

E.Pottier(2013)

Page 59: ESA PolSARpro Practical-1

Overlay SRTM Image - Google

Download

E.Pottier(2013)

Page 60: ESA PolSARpro Practical-1

Overlay SRTM Image - Google

E.Pottier(2013)

Page 61: ESA PolSARpro Practical-1

Overlay SRTM Image - Google

Extract

E.Pottier(2013)

Page 62: ESA PolSARpro Practical-1

Overlay SRTM Image - Google

Display

E.Pottier(2013)

Page 63: ESA PolSARpro Practical-1

Overlay SRTM Image - Google

E.Pottier(2013)

Page 64: ESA PolSARpro Practical-1

Overlay ASTER Image - Google

Download

E.Pottier(2013)

Page 65: ESA PolSARpro Practical-1

Overlay ASTER Image - Google

E.Pottier(2013)

Page 66: ESA PolSARpro Practical-1

Overlay ASTER Image - Google

Extract

E.Pottier(2013)

Page 67: ESA PolSARpro Practical-1

Overlay ASTER Image - Google

Display

E.Pottier(2013)

Page 68: ESA PolSARpro Practical-1

Overlay ASTER Image - Google

E.Pottier(2013)

Page 69: ESA PolSARpro Practical-1

PolSARpro v5.0 – MAP READYSOFTWARES

E.Pottier(2013)

Page 70: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

MAP READY

Pre-ProcessingData Extract [T3]

Geo-CodingTerrain Correct - UTM Proj.

Post - Processing

ALOS - PALSAR

E.Pottier(2013)

Only valid for:[C2] matrix: Dual-Pol[T3] matrix: Quad-Pol KML File generation

Page 71: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 72: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 73: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 74: ESA PolSARpro Practical-1

PolSARpro v5.0 SOFTWARE

E.Pottier(2013)

Page 75: ESA PolSARpro Practical-1

Display Pauli-RGB Image

Open BMP File

E.Pottier(2013)

Page 76: ESA PolSARpro Practical-1

Create Pauli-RGB to KML Image

E.Pottier(2013)

Page 77: ESA PolSARpro Practical-1

GOOGLE EARTH

E.Pottier(2013)

Page 78: ESA PolSARpro Practical-1

PROCESSING CHAIN

Configuration

Data Import� Input Data File� QuickLook� Extract Raw Data

Data Process

� Extract Raw Data

� [T3] Elements� Speckle Filtering

�Box Car�Gaussian�Lee Refined

� H / A / Alpha�Decomposition Parameters�Eigenvectors Parameters

�Eigenvalues Parameters

� Polarimetric Segmentation�H / A / alpha Segmentation�Unsupervised Wishart

H / A / alpha Segmentation

E.Pottier(2013)

Data Display

H / A / alpha Segmentation�Supervised Wishart

H / A / alpha Segmentation

� Batch Process�Speckle Filtering�H / A / alpha Decomposition� Unsupervised Wishart

H / A / alpha Segmentation

� BMP 8 / 24 bits� RGB

Page 79: ESA PolSARpro Practical-1

PROCESS DATA

Environment

Import Data

Display

E.Pottier(2013)

Process Data

Display

Page 80: ESA PolSARpro Practical-1

PROCESS DATA

E.Pottier(2013)

Page 81: ESA PolSARpro Practical-1

PROCESS DATA

E.Pottier(2013)

Page 82: ESA PolSARpro Practical-1

[T3] ELEMENTS

DATADIRDATADIR

T3config.txt

[T3x3] Elements

E.Pottier(2013)

Do it Yourself:Select some elements, set the parameters and view the corresponding BMP files (select BMP).

[T3x3] Elements

Txy_mod.binTxy_db.binTxy_pha.bin

Txy_mod.bmpTxy_db.bmpTxy_pha.bmp

Page 83: ESA PolSARpro Practical-1

[T3] ELEMENTS

T11_dB T22_dB T33_dB

E.Pottier(2013)

Page 84: ESA PolSARpro Practical-1

[T3] ELEMENTS

span_dB T12_pha

E.Pottier(2013)

Page 85: ESA PolSARpro Practical-1

PROCESSING CHAIN

Configuration

Data Import� Input Data File� QuickLook� Extract Raw Data

Data Process

� Extract Raw Data

� [T3] Elements� Speckle Filtering

�Box Car�Gaussian�Lee Refined

� H / A / Alpha�Decomposition Parameters�Eigenvectors Parameters

�Eigenvalues Parameters

� Polarimetric Segmentation�H / A / alpha Segmentation�Unsupervised Wishart

H / A / alpha Segmentation

E.Pottier(2013)

Data Display

H / A / alpha Segmentation�Supervised Wishart

H / A / alpha Segmentation

� Batch Process�Speckle Filtering�H / A / alpha Decomposition� Unsupervised Wishart

H / A / alpha Segmentation

� BMP 8 / 24 bits� RGB

Page 86: ESA PolSARpro Practical-1

PROCESS DATA

E.Pottier(2013)

Page 87: ESA PolSARpro Practical-1

DECOMPOSITION PARAMETERS

E.Pottier(2013)

Do it Yourself:Select some elements, set the parameters and view the corresponding BMP files (select BMP).

Page 88: ESA PolSARpro Practical-1

DECOMPOSITION PARAMETERS

Entropy Anisotropy Alpha

E.Pottier(2013)

Page 89: ESA PolSARpro Practical-1

DECOMPOSITION PARAMETERS

H (1-A) HA

E.Pottier(2013)

Page 90: ESA PolSARpro Practical-1

DECOMPOSITION PARAMETERS

(1–H) A (1-H) (1-A)

E.Pottier(2013)

Page 91: ESA PolSARpro Practical-1

PROCESSING CHAIN

Configuration

Data Import� Input Data File� QuickLook� Extract Raw Data

Data Process

� Extract Raw Data

� [T3] Elements� Speckle Filtering

�Box Car�Gaussian�Lee Refined

� H / A / Alpha�Decomposition Parameters�Eigenvectors Parameters

�Eigenvalues Parameters

� Polarimetric Segmentation�H / A / alpha Segmentation�Unsupervised Wishart

H / A / alpha Segmentation

E.Pottier(2013)

Data Display

H / A / alpha Segmentation�Supervised Wishart

H / A / alpha Segmentation

� Batch Process�Speckle Filtering�H / A / alpha Decomposition� Unsupervised Wishart

H / A / alpha Segmentation

� BMP 8 / 24 bits� RGB

Page 92: ESA PolSARpro Practical-1

PROCESS DATA

E.Pottier(2013)

Page 93: ESA PolSARpro Practical-1

H / A / alpha CLASSIFICATION

E.Pottier(2013)

Do it Yourself:Select some elements, set the parameters (Nwin = 1) and view the corresponding BMP files.

Page 94: ESA PolSARpro Practical-1

DATADIRDATADIR

config.txt

H / A / alpha CLASSIFICATION

entropy.bin, anisotropy.bin, alpha.bincombination_HA.bin, combination_1mHA.bin,combination_H1mA.bin, combination_1mH1mA.binH_A_class.bin, H_Alpha_class.bin, A_Alpha_class.bin

entropy.bmp, anisotropy.bmp, alpha.bmpcombination_HA.bmp, combination_1mHA.bmp,combination_H1mA.bmp, combination_1mH1mA.bmp

[T3x3] Elements

E.Pottier(2013)

combination_H1mA.bmp, combination_1mH1mA.bmpH_A_class.bmp, H_Alpha_class.bmp, A_Alpha_class.bmpH_A_occurence.bmp, H_Alpha_ occurence.bmp,A_Alpha_ occurence.bmp, H_A_segmented.bmp, H_Alpha_ segmented.bmp, A_Alpha_ segmented.bmpHAlphaLambda_RGB.bmp, HAAlpha_RGB.bmpHACombinations_RGB.bmp

Do it Yourself:Select some elements, set the parameters (Nwin = 1) and view the corresponding BMP files.

Page 95: ESA PolSARpro Practical-1

H / A / alpha CLASSIFICATION

E.Pottier(2013)

Page 96: ESA PolSARpro Practical-1

H / A / alpha CLASSIFICATION

E.Pottier(2013)

Do it Yourself:Select some elements, set the parameters (Nwin = 1) and view the corresponding BMP files.

Page 97: ESA PolSARpro Practical-1

DATADIRDATADIR

config.txt

H / A / alpha CLASSIFICATION

config.txt

[T3x3] Elements

H_alpha_lambda_class1(2,3).bin,H_alpha_lambda_occurence_class1(2,3).bin,H_alpha_lambda_segmented_class1(2,3).bin,H_alpha_lambda_class.bin,

H_alpha_lambda_class1(2,3).bmp,

E.Pottier(2013)

H_alpha_lambda_class1(2,3).bmp,H_alpha_lambda_occurence_class1(2,3).bmp,H_alpha_lambda_segmented_class1(2,3).bmp,H_alpha_lambda_class.bmp,Do it Yourself:

Select some elements, set the parameters (Nwin = 1) and view the corresponding BMP files.

Page 98: ESA PolSARpro Practical-1

H / A / alpha CLASSIFICATION

E.Pottier(2013)

Low λλλλ Medium λλλλ High λλλλ

Page 99: ESA PolSARpro Practical-1

H / A / alpha CLASSIFICATION

E.Pottier(2013)

Low λλλλ Medium λλλλ High λλλλ

Page 100: ESA PolSARpro Practical-1

H / A / alpha CLASSIFICATION

E.Pottier(2013)

Page 101: ESA PolSARpro Practical-1

ENVIRONNEMENT

Processing Configuration

E.Pottier(2013)

Page 102: ESA PolSARpro Practical-1

Questions ?Questions ?

E.Pottier(2013)