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PolSARpro v4.03 for Land Use – Land Cover Eric POTTIER Thursday 2nd July, Practical Session
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PolSARpro v4.03 for Land Use – Land Cover

Jan 28, 2017

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Page 1: PolSARpro v4.03 for Land Use – Land Cover

PolSARpro v4.03 forLand Use – Land Cover

Eric POTTIER

Thursday 2nd July, Practical Session

Page 2: PolSARpro v4.03 for Land Use – Land Cover

CONFIGURATION

Page 3: PolSARpro v4.03 for Land Use – Land Cover

PolSARpro v4.0 SOFTWARE

Config

Page 4: PolSARpro v4.03 for Land Use – Land Cover

PolSARpro v4.0 SOFTWARE

Test

Page 5: PolSARpro v4.03 for Land Use – Land Cover

PolSARpro v4.0 SOFTWARE

Config

Page 6: PolSARpro v4.03 for Land Use – Land Cover

PolSARpro v4.0 SOFTWARE

Test

Page 7: PolSARpro v4.03 for Land Use – Land Cover

PolSARpro v4.0 SOFTWARE

Config

Page 8: PolSARpro v4.03 for Land Use – Land Cover

PolSARpro v4.0 SOFTWARE

Test

Page 9: PolSARpro v4.03 for Land Use – Land Cover

Earth Observation ScientificInvestigator Package

&Single Data Set Package

Page 10: PolSARpro v4.03 for Land Use – Land Cover

Earth Observation ScientificInvestigator Package

&Single Data Set Package

Page 11: PolSARpro v4.03 for Land Use – Land Cover

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

PolSARpro v4.0 SOFTWARE

Page 12: PolSARpro v4.03 for Land Use – Land Cover

PolSARpro Full Software– Single Data Set– Multi Data Sets

PolSARpro v4.0 SOFTWARE

Version for the EO Scientific Investigator

Spaceborne Sensors:ALOS, ENVISAT

RADARSAT2, TerraSar, SIR-C

Airborne Sensors:AIRSAR, Convair, EMISAR

ESAR, PISAR, RAMSES

Page 13: PolSARpro v4.03 for Land Use – Land Cover

PolSARpro v4.0 SOFTWARE

Version for the EO Scientific Investigator

Highlighted Sensor Under Process

Page 14: PolSARpro v4.03 for Land Use – Land Cover

Spaceborne Sensors:ALOS, ENVISAT

RADARSAT2, TerraSar, SIR-C

Airborne Sensors:AIRSAR, Convair, EMISAR

ESAR, PISAR, RAMSES

PolSARpro v4.0 SOFTWARE

PolSARpro – Single Data Set package

PolSARpro Full Software– Single Data Set– Multi Data Sets

Page 15: PolSARpro v4.03 for Land Use – Land Cover

MAIN MENU

Page 16: PolSARpro v4.03 for Land Use – Land Cover

Environment Display

Import Data

Convert Data

Process Data

Calibration Assessment

MAIN MENU

Page 17: PolSARpro v4.03 for Land Use – Land Cover

Configuration

Data Import

Data Process

Input Data File: Spaceborne Sensors

Extract Raw Data

PROCESSING CHAIN

Polarimetric ElementsPolarimetric ParametersPolarimetric Decomposition

H / A / alpha decompositionEigenvalue ParametersPolarimetric decomposition

Polarimetric SegmentationH / A / alpha classificationWishart - H / A / alpha classification

Data Clustering – Edge Detection

Page 18: PolSARpro v4.03 for Land Use – Land Cover

Configuration

Data Import

Data Process

Input Data File: Spaceborne Sensors

Extract Raw Data

PROCESSING CHAIN

Polarimetric ElementsPolarimetric ParametersPolarimetric Decomposition

H / A / alpha decompositionEigenvalue ParametersPolarimetric decomposition

Polarimetric SegmentationH / A / alpha classificationWishart - H / A / alpha classification

Data Clustering – Edge Detection

Page 19: PolSARpro v4.03 for Land Use – Land Cover

Environment Display

Import Data

Convert Data

Process Data

Calibration Assessment

ENVIRONNEMENT

Page 20: PolSARpro v4.03 for Land Use – Land Cover

ENVIRONNEMENT

Configure Data Main Directory location

Input Directory: C:/ Prague

Page 21: PolSARpro v4.03 for Land Use – Land Cover

Configuration

Data Import

Data Process

Input Data File: Spaceborne Sensors

Extract Raw Data

PROCESSING CHAIN

Polarimetric ElementsPolarimetric ParametersPolarimetric Decomposition

H / A / alpha decompositionEigenvalue ParametersPolarimetric decomposition

Polarimetric SegmentationH / A / alpha classificationWishart - H / A / alpha classification

Data Clustering – Edge Detection

Page 22: PolSARpro v4.03 for Land Use – Land Cover

Environment Display

Import Data

Convert Data

Process Data

Calibration Assessment

ENVIRONNEMENT

Page 23: PolSARpro v4.03 for Land Use – Land Cover

• JAXA – CEOS Data Format• ERSDAC – Vexcel Data Format

Data IMPORT – Input Data File

Page 24: PolSARpro v4.03 for Land Use – Land Cover

Do it Yourself:

Enter SAR Leader FileCheck FileRead HeaderOK

Data IMPORT – Input Data File

Page 25: PolSARpro v4.03 for Land Use – Land Cover

Data IMPORT – Input Data File

Page 26: PolSARpro v4.03 for Land Use – Land Cover

Data IMPORT – Extract Binary Data

Page 27: PolSARpro v4.03 for Land Use – Land Cover

Data IMPORT – Extract Binary Data

Do it Yourself:

Multi Look : Row = 7 Col = 1Run

Page 28: PolSARpro v4.03 for Land Use – Land Cover

Display Pauli-RGB Image

Open BMP File

Page 29: PolSARpro v4.03 for Land Use – Land Cover

Configuration

Data Import

Data Process

Input Data File: Spaceborne Sensors

Extract Raw Data

PROCESSING CHAIN

Polarimetric ElementsPolarimetric ParametersPolarimetric Decomposition

H / A / alpha decompositionEigenvalue ParametersPolarimetric decomposition

Polarimetric SegmentationH / A / alpha classificationWishart - H / A / alpha classification

Data Clustering – Edge Detection

Page 30: PolSARpro v4.03 for Land Use – Land Cover

Environment Display

Import Data

Convert Data

Process Data

Calibration Assessment

PROCESS DATA

Page 31: PolSARpro v4.03 for Land Use – Land Cover

PROCESS DATA – [T3] - MENU

Page 32: PolSARpro v4.03 for Land Use – Land Cover

PROCESS DATA – [T3] - MENU

Page 33: PolSARpro v4.03 for Land Use – Land Cover

[T3] ELEMENTS

Do it Yourself:Select Span(dB) and view the corresponding BMP files (select BMP).

DATADIRDATADIR

T3config.txt

[T3x3] Elements

Txy_mod.binTxy_db.binTxy_pha.bin

Txy_mod.bmpTxy_db.bmpTxy_pha.bmp

Page 34: PolSARpro v4.03 for Land Use – Land Cover

[T3] ELEMENTS

span_dB

Page 35: PolSARpro v4.03 for Land Use – Land Cover

Configuration

Data Import

Data Process

Input Data File: Spaceborne Sensors

Extract Raw Data

PROCESSING CHAIN

Polarimetric ElementsPolarimetric ParametersPolarimetric Decomposition

H / A / alpha decompositionEigenvalue ParametersPolarimetric decomposition

Polarimetric SegmentationH / A / alpha classificationWishart - H / A / alpha classification

Data Clustering – Edge Detection

Page 36: PolSARpro v4.03 for Land Use – Land Cover

PROCESS DATA – [T3] - MENU

Page 37: PolSARpro v4.03 for Land Use – Land Cover

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

Window Size = 3

[T3] PARAMETERS

Page 38: PolSARpro v4.03 for Land Use – Land Cover

Scattering Diversity Conformity

[T3] PARAMETERS

Reflectivity_11ov22

Page 39: PolSARpro v4.03 for Land Use – Land Cover

Configuration

Data Import

Data Process

Input Data File: Spaceborne Sensors

Extract Raw Data

PROCESSING CHAIN

Polarimetric ElementsPolarimetric ParametersPolarimetric Decomposition

H / A / alpha decompositionEigenvalue ParametersPolarimetric decomposition

Polarimetric SegmentationH / A / alpha classificationWishart - H / A / alpha classification

Data Clustering – Edge Detection

Page 40: PolSARpro v4.03 for Land Use – Land Cover

PROCESS DATA – [T3] - MENU

Page 41: PolSARpro v4.03 for Land Use – Land Cover

H / A / alpha DECOMPOSITION

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

Window Size = 3

Page 42: PolSARpro v4.03 for Land Use – Land Cover

H / A / alpha DECOMPOSITION

Entropy Anisotropy Alpha

Page 43: PolSARpro v4.03 for Land Use – Land Cover

H / A / alpha DECOMPOSITION

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

Page 44: PolSARpro v4.03 for Land Use – Land Cover

Configuration

Data Import

Data Process

Input Data File: Spaceborne Sensors

Extract Raw Data

PROCESSING CHAIN

Polarimetric ElementsPolarimetric ParametersPolarimetric Decomposition

H / A / alpha decompositionEigenvalue ParametersPolarimetric decomposition

Polarimetric SegmentationH / A / alpha classificationWishart - H / A / alpha classification

Data Clustering – Edge Detection

Page 45: PolSARpro v4.03 for Land Use – Land Cover

PROCESS DATA – [T3] - MENU

Page 46: PolSARpro v4.03 for Land Use – Land Cover

EIGENVALUE SET PARAMETERS

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

Window Size = 3

Page 47: PolSARpro v4.03 for Land Use – Land Cover

Entropy Shannon Entropy I Entropy P

EIGENVALUE SET PARAMETERS

Page 48: PolSARpro v4.03 for Land Use – Land Cover

Configuration

Data Import

Data Process

Input Data File: Spaceborne Sensors

Extract Raw Data

PROCESSING CHAIN

Polarimetric ElementsPolarimetric ParametersPolarimetric Decomposition

H / A / alpha decompositionEigenvalue ParametersPolarimetric decomposition

Polarimetric SegmentationH / A / alpha classificationWishart - H / A / alpha classification

Data Clustering – Edge Detection

Page 49: PolSARpro v4.03 for Land Use – Land Cover

PROCESS DATA – [T3] - MENU

Page 50: PolSARpro v4.03 for Land Use – Land Cover

POLARIMETRIC DECOMPOSITION

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

Window Size = 3

Page 51: PolSARpro v4.03 for Land Use – Land Cover

Pauli Freeman 3

POLARIMETRIC DECOMPOSITION

Page 52: PolSARpro v4.03 for Land Use – Land Cover

Pauli Van Zyl

POLARIMETRIC DECOMPOSITION

Page 53: PolSARpro v4.03 for Land Use – Land Cover

Configuration

Data Import

Data Process

Input Data File: Spaceborne Sensors

Extract Raw Data

PROCESSING CHAIN

Polarimetric ElementsPolarimetric ParametersPolarimetric Decomposition

H / A / alpha decompositionEigenvalue ParametersPolarimetric decomposition

Polarimetric SegmentationH / A / alpha classificationWishart - H / A / alpha classification

Data Clustering – Edge Detection

Page 54: PolSARpro v4.03 for Land Use – Land Cover

PROCESS DATA – [T3] - MENU

Page 55: PolSARpro v4.03 for Land Use – Land Cover

H / A / alpha CLASSIFICATION

Do it Yourself:Select some elements, set the parameters (Nwin = 3) and view the correspondingBMP files.

Page 56: PolSARpro v4.03 for Land Use – Land Cover

Do it Yourself:Select some elements, set the parameters (Nwin = 3) and view the correspondingBMP files.

DATADIRDATADIR

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

config.txt

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

[T3x3] Elements

H / A / alpha CLASSIFICATION

Page 57: PolSARpro v4.03 for Land Use – Land Cover

H / A / alpha CLASSIFICATION

Page 58: PolSARpro v4.03 for Land Use – Land Cover

Do it Yourself:Select some elements, set the parameters (Nwin = 3) and view the correspondingBMP files.

H / A / alpha CLASSIFICATION

Page 59: PolSARpro v4.03 for Land Use – Land Cover

Do it Yourself:Select some elements, set the parameters (Nwin = 3) and view the correspondingBMP files.

DATADIRDATADIR

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,H_alpha_lambda_occurence_class1(2,3).bmp,H_alpha_lambda_segmented_class1(2,3).bmp,H_alpha_lambda_class.bmp,

H / A / alpha CLASSIFICATION

Page 60: PolSARpro v4.03 for Land Use – Land Cover

Low λ Medium λ High λCao Fang, Hong Wen A New Classification Method Based on Cloude-Pottier Eigenvalue / Eigenvector Decomposition, IGARSS 05, Seoul, Korea

H / A / alpha CLASSIFICATION

Page 61: PolSARpro v4.03 for Land Use – Land Cover

Low λ Medium λ High λCao Fang, Hong Wen A New Classification Method Based on Cloude-Pottier Eigenvalue / Eigenvector Decomposition, IGARSS 05, Seoul, Korea

H / A / alpha CLASSIFICATION

Page 62: PolSARpro v4.03 for Land Use – Land Cover

H_alpha_lambda_c1 H_alpha_lambda_c2 H_alpha_lambda_c3

H / A / alpha CLASSIFICATION

Page 63: PolSARpro v4.03 for Land Use – Land Cover

H / A / alpha CLASSIFICATION

Page 64: PolSARpro v4.03 for Land Use – Land Cover

Configuration

Data Import

Data Process

Input Data File: Spaceborne Sensors

Extract Raw Data

PROCESSING CHAIN

Polarimetric ElementsPolarimetric ParametersPolarimetric Decomposition

H / A / alpha decompositionEigenvalue ParametersPolarimetric decomposition

Polarimetric SegmentationH / A / alpha classificationWishart - H / A / alpha classification

Data Clustering – Edge Detection

Page 65: PolSARpro v4.03 for Land Use – Land Cover

PROCESS DATA – [T3] - MENU

Page 66: PolSARpro v4.03 for Land Use – Land Cover

WISHART - H/A/alpha CLASSIFICATION

Do it Yourself:Set the parameters, run and viewthe corresponding BMP files.

Page 67: PolSARpro v4.03 for Land Use – Land Cover

DATADIRDATADIR

config.txt

Wishart_H_alpha_class_X.binWishart_H_A_alpha_class_X.bin

Wishart_H_alpha_class_X.bmpWishart_H_A_alpha_class_X.bmp

X = window size

[T3x3] Elements

Do it Yourself:Set the parameters, run and viewthe corresponding BMP files.

WISHART - H/A/alpha CLASSIFICATION

Page 68: PolSARpro v4.03 for Land Use – Land Cover

WISHART - H/A/alpha CLASSIFICATION

Page 69: PolSARpro v4.03 for Land Use – Land Cover

WISHART - H/A/alpha CLASSIFICATION

Page 70: PolSARpro v4.03 for Land Use – Land Cover

Configuration

Data Import

Data Process

Input Data File: Spaceborne Sensors

Extract Raw Data

PROCESSING CHAIN

Polarimetric ElementsPolarimetric ParametersPolarimetric Decomposition

H / A / alpha decompositionEigenvalue ParametersPolarimetric decomposition

Polarimetric SegmentationH / A / alpha classificationWishart - H / A / alpha classification

Data Clustering – Edge Detection

Page 71: PolSARpro v4.03 for Land Use – Land Cover

PROCESS DATA – [T3] - MENU

Page 72: PolSARpro v4.03 for Land Use – Land Cover

Do it Yourself:Set the parameters and run

DATA CLUSTERING PROCESS

Page 73: PolSARpro v4.03 for Land Use – Land Cover

DATA CLUSTERING PROCESS

Do it Yourself:Create a BMP file to «visualise» the clusters (32630 clusters)

Page 74: PolSARpro v4.03 for Land Use – Land Cover

Cluster

DATA CLUSTERING PROCESS

Page 75: PolSARpro v4.03 for Land Use – Land Cover

PROCESS DATA – [T3] - MENU

Page 76: PolSARpro v4.03 for Land Use – Land Cover

CLUSTERING : PARAMETER AVERAGING

Do it Yourself:Set the parameters and runCreate the corresponding BMP files

Page 77: PolSARpro v4.03 for Land Use – Land Cover

DATA CLUSTERING PROCESS

Do it Yourself:Create a BMP file to «visualise» the averagedparameters

Page 78: PolSARpro v4.03 for Land Use – Land Cover

Entropy Anisotropy Alpha

CLUSTERING : PARAMETER AVERAGING

Page 79: PolSARpro v4.03 for Land Use – Land Cover

PROCESS DATA – [T3] - MENU

Page 80: PolSARpro v4.03 for Land Use – Land Cover

EDGE DETECTOR

Do it Yourself:Set the parameters, run and view the corresponding BMP files.

Page 81: PolSARpro v4.03 for Land Use – Land Cover

Black Canny Rothwell

EDGE DETECTOR

Page 82: PolSARpro v4.03 for Land Use – Land Cover

Questions ?Questions ?