SlideShare a Scribd company logo
1 of 26
A land cover map of Africa at 100m using a mosaic of ALOS PALSAR  dual-polarization data   - Preliminary developments - Alexandre Bouvet, Gianfranco De Grandi European Commission DG Joint Research Centre 21027, Ispra (VA), Italy e-mail:  [email_address]
ALOS Kyoto & Carbon (K&C) Initiative CONTEXT Global coverage of the African continent with PALSAR observations at two polarizations (HH + HV), one date (mainly July-August 2007) Objectives of K&C: define, develop and validate thematic products used to meet the specific information requirements relating to the  international environmental Conventions, Carbon Cycle Science and Conservation of the environment Systematic data acquisition strategy ,[object Object],[object Object],De Grandi et al., IEEE TGRS, in press
VCF  (Vegetation Continuous Field) University of Maryland - NASA MODIS - 500m GLC2000 (Global Land Cover 2000) JRC SPOT VEGETATION - 1km   GLOBCOVER ESA - JRC MERIS – 300m EXISTING LARGE-SCALE MAPS
VCF GLC2000 GLOBCOVER PALSAR HV ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],PRELIMINARY APPROACH
East North incident wave     lon lat INFLUENCE OF TOPOGRAPHY Local incidence angle: θ loc  depends on: θ : the SAR incident angle φ : the viewing azimuth angle α : the absolute slope β : the slope orientation In the mosaic, the SAR geometry is almost constant: θ≈ 39˚  φ≈ 10.5˚  θ loc  is fully described by the local topography ( α  and  β ). SAR geometry local topography
correction of effective scattering area  correction of backscatter angular dependence  (exact correction) (approximated correction – dependant on land cover type) INFLUENCE OF TOPOGRAPHY ,[object Object],[object Object],[object Object]
Detail Not corrected TOPOGRAPHIC CORRECTION
INFLUENCE OF TOPOGRAPHY Tropical forest sin sin & cos
INFLUENCE OF TOPOGRAPHY Shrubland sin sin & cos
INFLUENCE OF TOPOGRAPHY Tropical forest facing perpendicular opposite sin sin & cos
INFLUENCE OF TOPOGRAPHY Shrubland facing perpendicular opposite sin sin & cos
INFLUENCE OF TOPOGRAPHY ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
S01 E09 (Gabon) 1990 2000 ,[object Object],[object Object],[object Object],[object Object],[object Object],CLASSIFICATION
BACKSCATTER SIGNATURES Tropical forest
BACKSCATTER SIGNATURES Shrubland
S01 E09 (Gabon) 1990 2000 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],CLASSIFICATION
WATER BODIES HH-HV-HH White:  α =0° Grey: buffer 10 pix Classified Pros: false detection (bare soil/low vegetation detected as water) is reduced Cons: some water bodies are missed
VCF GLC Tile centered on:  32.5°S–27.5° E South Africa RESULTS VCF GLC2000 GLOBCOVER PALSAR
Tile centered on: 2.5°S – 17.5° E Border between the Congos Transition from tropical forest to savanna. VCF GLC GlobCover VCF GLC2000 GLOBCOVER PALSAR RESULTS
PALSAR GlobCover 2009 Central African tile Subset 1 RESULTS
Central African tile Subset 2 RESULTS PALSAR GlobCover
PALSAR GlobCover South African tile Subset 1 RESULTS PALSAR GlobCover
Reference data from the Global Forest Resources Assessment 2010 (FRA2010) Remote Sensing Survey (RSS) – FAO & JRC ,[object Object],[object Object],[object Object],1990 2000 VALIDATION Tree cover Tree cover mosaic Shrub Other vegetation Water
2°S – 16° E 1990 2000 VALIDATION
VALIDATION erosion Confusion matrices ,[object Object],[object Object],[object Object],[object Object],Pixel-based accuracies: Not eroded Eroded Land cover 72.4% 79.4% Forest/non-forest 88.3% 93.9%
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],CONCLUSION & PERSPECTIVES

More Related Content

What's hot

Anisotropic Avo Analysis for Reservoir Characterization in Derby Field Southe...
Anisotropic Avo Analysis for Reservoir Characterization in Derby Field Southe...Anisotropic Avo Analysis for Reservoir Characterization in Derby Field Southe...
Anisotropic Avo Analysis for Reservoir Characterization in Derby Field Southe...IOSRJAP
 
The performance of portable mid-infrared spectroscopy for the prediction of s...
The performance of portable mid-infrared spectroscopy for the prediction of s...The performance of portable mid-infrared spectroscopy for the prediction of s...
The performance of portable mid-infrared spectroscopy for the prediction of s...ExternalEvents
 
Chris Spry
Chris SpryChris Spry
Chris SpryWuzzy13
 
Chris Spry
Chris SpryChris Spry
Chris SpryWuzzy13
 
Chris Spry Enviro Final
Chris Spry Enviro FinalChris Spry Enviro Final
Chris Spry Enviro FinalWuzzy13
 
On the channel head location using DEM
On the channel head location using DEMOn the channel head location using DEM
On the channel head location using DEMLia Romano
 
CSpryFinal5
CSpryFinal5CSpryFinal5
CSpryFinal5Wuzzy13
 
PorzyckaLesniak2011.pdf
PorzyckaLesniak2011.pdfPorzyckaLesniak2011.pdf
PorzyckaLesniak2011.pdfgrssieee
 
Chris Spry
Chris SpryChris Spry
Chris SpryWuzzy13
 
Wu, Mousong: Using SMOS soil moisture data combining CO2 flask samples to con...
Wu, Mousong: Using SMOS soil moisture data combining CO2 flask samples to con...Wu, Mousong: Using SMOS soil moisture data combining CO2 flask samples to con...
Wu, Mousong: Using SMOS soil moisture data combining CO2 flask samples to con...Integrated Carbon Observation System (ICOS)
 
Apres_DINSAR_IGARSS11.ppt
Apres_DINSAR_IGARSS11.pptApres_DINSAR_IGARSS11.ppt
Apres_DINSAR_IGARSS11.pptgrssieee
 
Draw Contours Worksheet
Draw Contours WorksheetDraw Contours Worksheet
Draw Contours WorksheetNatalie Tan
 
Hydrocarbon estimation methods
Hydrocarbon estimation methodsHydrocarbon estimation methods
Hydrocarbon estimation methodsSohail Nawab
 
Digital Mapping of Peat soils in Indonesia
Digital Mapping of Peat soils in IndonesiaDigital Mapping of Peat soils in Indonesia
Digital Mapping of Peat soils in IndonesiaBudiman Minasny
 
Taurus Libra North Idku - slope channel 3D seismic modelling, Egypt
Taurus Libra North Idku - slope channel 3D seismic modelling, EgyptTaurus Libra North Idku - slope channel 3D seismic modelling, Egypt
Taurus Libra North Idku - slope channel 3D seismic modelling, EgyptRichard Vaughan
 

What's hot (19)

Anisotropic Avo Analysis for Reservoir Characterization in Derby Field Southe...
Anisotropic Avo Analysis for Reservoir Characterization in Derby Field Southe...Anisotropic Avo Analysis for Reservoir Characterization in Derby Field Southe...
Anisotropic Avo Analysis for Reservoir Characterization in Derby Field Southe...
 
Sable presentation bowen
Sable presentation bowenSable presentation bowen
Sable presentation bowen
 
The performance of portable mid-infrared spectroscopy for the prediction of s...
The performance of portable mid-infrared spectroscopy for the prediction of s...The performance of portable mid-infrared spectroscopy for the prediction of s...
The performance of portable mid-infrared spectroscopy for the prediction of s...
 
Chris Spry
Chris SpryChris Spry
Chris Spry
 
Chris Spry
Chris SpryChris Spry
Chris Spry
 
Chris Spry Enviro Final
Chris Spry Enviro FinalChris Spry Enviro Final
Chris Spry Enviro Final
 
On the channel head location using DEM
On the channel head location using DEMOn the channel head location using DEM
On the channel head location using DEM
 
CSpryFinal5
CSpryFinal5CSpryFinal5
CSpryFinal5
 
PorzyckaLesniak2011.pdf
PorzyckaLesniak2011.pdfPorzyckaLesniak2011.pdf
PorzyckaLesniak2011.pdf
 
Chris Spry
Chris SpryChris Spry
Chris Spry
 
Barth_APSG_Poster
Barth_APSG_PosterBarth_APSG_Poster
Barth_APSG_Poster
 
Wu, Mousong: Using SMOS soil moisture data combining CO2 flask samples to con...
Wu, Mousong: Using SMOS soil moisture data combining CO2 flask samples to con...Wu, Mousong: Using SMOS soil moisture data combining CO2 flask samples to con...
Wu, Mousong: Using SMOS soil moisture data combining CO2 flask samples to con...
 
Apres_DINSAR_IGARSS11.ppt
Apres_DINSAR_IGARSS11.pptApres_DINSAR_IGARSS11.ppt
Apres_DINSAR_IGARSS11.ppt
 
Draw Contours Worksheet
Draw Contours WorksheetDraw Contours Worksheet
Draw Contours Worksheet
 
Hydrocarbon estimation methods
Hydrocarbon estimation methodsHydrocarbon estimation methods
Hydrocarbon estimation methods
 
Digital Mapping of Peat soils in Indonesia
Digital Mapping of Peat soils in IndonesiaDigital Mapping of Peat soils in Indonesia
Digital Mapping of Peat soils in Indonesia
 
Capitulo iv
Capitulo ivCapitulo iv
Capitulo iv
 
Extending rhem from hillslopes to watersheds
Extending rhem from hillslopes to watershedsExtending rhem from hillslopes to watersheds
Extending rhem from hillslopes to watersheds
 
Taurus Libra North Idku - slope channel 3D seismic modelling, Egypt
Taurus Libra North Idku - slope channel 3D seismic modelling, EgyptTaurus Libra North Idku - slope channel 3D seismic modelling, Egypt
Taurus Libra North Idku - slope channel 3D seismic modelling, Egypt
 

Viewers also liked

YellowIGARSS.ppt
YellowIGARSS.pptYellowIGARSS.ppt
YellowIGARSS.pptgrssieee
 
4 ROMAN_IGARSS'11.ppt
4 ROMAN_IGARSS'11.ppt4 ROMAN_IGARSS'11.ppt
4 ROMAN_IGARSS'11.pptgrssieee
 
judge_110724.pptx
judge_110724.pptxjudge_110724.pptx
judge_110724.pptxgrssieee
 
4 Nalli-Barnet-Zhou-etal oral - JPSS EDR Val - IGARSS Jul-2011 v1.pdf
4 Nalli-Barnet-Zhou-etal oral - JPSS EDR Val - IGARSS Jul-2011 v1.pdf4 Nalli-Barnet-Zhou-etal oral - JPSS EDR Val - IGARSS Jul-2011 v1.pdf
4 Nalli-Barnet-Zhou-etal oral - JPSS EDR Val - IGARSS Jul-2011 v1.pdfgrssieee
 
presentation_meissner.pptx
presentation_meissner.pptxpresentation_meissner.pptx
presentation_meissner.pptxgrssieee
 
pres_IGARSS_2011_LFF_poltom.pdf
pres_IGARSS_2011_LFF_poltom.pdfpres_IGARSS_2011_LFF_poltom.pdf
pres_IGARSS_2011_LFF_poltom.pdfgrssieee
 
IGARSS-wj.pptx
IGARSS-wj.pptxIGARSS-wj.pptx
IGARSS-wj.pptxgrssieee
 
FR4.T05.1.ppt
FR4.T05.1.pptFR4.T05.1.ppt
FR4.T05.1.pptgrssieee
 

Viewers also liked (9)

YellowIGARSS.ppt
YellowIGARSS.pptYellowIGARSS.ppt
YellowIGARSS.ppt
 
4 ROMAN_IGARSS'11.ppt
4 ROMAN_IGARSS'11.ppt4 ROMAN_IGARSS'11.ppt
4 ROMAN_IGARSS'11.ppt
 
judge_110724.pptx
judge_110724.pptxjudge_110724.pptx
judge_110724.pptx
 
4 Nalli-Barnet-Zhou-etal oral - JPSS EDR Val - IGARSS Jul-2011 v1.pdf
4 Nalli-Barnet-Zhou-etal oral - JPSS EDR Val - IGARSS Jul-2011 v1.pdf4 Nalli-Barnet-Zhou-etal oral - JPSS EDR Val - IGARSS Jul-2011 v1.pdf
4 Nalli-Barnet-Zhou-etal oral - JPSS EDR Val - IGARSS Jul-2011 v1.pdf
 
presentation_meissner.pptx
presentation_meissner.pptxpresentation_meissner.pptx
presentation_meissner.pptx
 
How to #Twitter?
How to #Twitter?How to #Twitter?
How to #Twitter?
 
pres_IGARSS_2011_LFF_poltom.pdf
pres_IGARSS_2011_LFF_poltom.pdfpres_IGARSS_2011_LFF_poltom.pdf
pres_IGARSS_2011_LFF_poltom.pdf
 
IGARSS-wj.pptx
IGARSS-wj.pptxIGARSS-wj.pptx
IGARSS-wj.pptx
 
FR4.T05.1.ppt
FR4.T05.1.pptFR4.T05.1.ppt
FR4.T05.1.ppt
 

Similar to Bouvet_IGARSS2011.ppt

4_BELAIR_IGARSS_SMAP_CANADA.ppt
4_BELAIR_IGARSS_SMAP_CANADA.ppt4_BELAIR_IGARSS_SMAP_CANADA.ppt
4_BELAIR_IGARSS_SMAP_CANADA.pptgrssieee
 
Karakterisasi Letusan Merapi menggunakan Data SAR (Synthetic Aperture Radar)
Karakterisasi Letusan Merapi menggunakan Data SAR (Synthetic Aperture Radar)Karakterisasi Letusan Merapi menggunakan Data SAR (Synthetic Aperture Radar)
Karakterisasi Letusan Merapi menggunakan Data SAR (Synthetic Aperture Radar)Achmad Darul
 
Validation_SWOT_ground_airborne_Fjortoft.ppt
Validation_SWOT_ground_airborne_Fjortoft.pptValidation_SWOT_ground_airborne_Fjortoft.ppt
Validation_SWOT_ground_airborne_Fjortoft.pptgrssieee
 
MONITORING FOREST MANAGEMENT ACTIVTIES USING AIRBORNE LIDAR AND ALOS PALSAR.pptx
MONITORING FOREST MANAGEMENT ACTIVTIES USING AIRBORNE LIDAR AND ALOS PALSAR.pptxMONITORING FOREST MANAGEMENT ACTIVTIES USING AIRBORNE LIDAR AND ALOS PALSAR.pptx
MONITORING FOREST MANAGEMENT ACTIVTIES USING AIRBORNE LIDAR AND ALOS PALSAR.pptxgrssieee
 
OnTheUseOfMultitemporalSeriesOfCOSMODataForClassificationAndSurfaceParameterR...
OnTheUseOfMultitemporalSeriesOfCOSMODataForClassificationAndSurfaceParameterR...OnTheUseOfMultitemporalSeriesOfCOSMODataForClassificationAndSurfaceParameterR...
OnTheUseOfMultitemporalSeriesOfCOSMODataForClassificationAndSurfaceParameterR...grssieee
 
4_bindlish_igarss2011.pptx
4_bindlish_igarss2011.pptx4_bindlish_igarss2011.pptx
4_bindlish_igarss2011.pptxgrssieee
 
Modelling Receptor Optimization A&WMA 2011 Florida
Modelling Receptor Optimization A&WMA 2011 FloridaModelling Receptor Optimization A&WMA 2011 Florida
Modelling Receptor Optimization A&WMA 2011 Floridakonder71
 
FR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptFR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptgrssieee
 
FR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptFR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptgrssieee
 
DEM-based Methods for Flood Risk Mapping at Large Scale
DEM-based Methods for Flood Risk Mapping at Large ScaleDEM-based Methods for Flood Risk Mapping at Large Scale
DEM-based Methods for Flood Risk Mapping at Large ScaleSalvatore Manfreda
 
TH1.T04.2_MULTI-FREQUENCY MICROWAVE EMISSION OF THE EAST ANTARCTIC PLATEAU_IG...
TH1.T04.2_MULTI-FREQUENCY MICROWAVE EMISSION OF THE EAST ANTARCTIC PLATEAU_IG...TH1.T04.2_MULTI-FREQUENCY MICROWAVE EMISSION OF THE EAST ANTARCTIC PLATEAU_IG...
TH1.T04.2_MULTI-FREQUENCY MICROWAVE EMISSION OF THE EAST ANTARCTIC PLATEAU_IG...grssieee
 
pres_h2a_okconvert.ppt
pres_h2a_okconvert.pptpres_h2a_okconvert.ppt
pres_h2a_okconvert.pptgrssieee
 
Egu talk on EcoHydrology by Brenner et al.
Egu talk on EcoHydrology by Brenner et al.Egu talk on EcoHydrology by Brenner et al.
Egu talk on EcoHydrology by Brenner et al.Riccardo Rigon
 
Copernicus Land Moniotring Service Portfolio
Copernicus Land Moniotring Service PortfolioCopernicus Land Moniotring Service Portfolio
Copernicus Land Moniotring Service PortfolioCLMS
 
IGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptxIGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptxgrssieee
 
IGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptxIGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptxgrssieee
 
IGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptxIGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptxgrssieee
 
FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...
FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...
FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...grssieee
 
TH3.L10.1: THE NASA SOIL MOISTURE ACTIVE PASSIVE (SMAP) MISSION: OVERVIEW
TH3.L10.1: THE NASA SOIL MOISTURE ACTIVE PASSIVE (SMAP) MISSION: OVERVIEWTH3.L10.1: THE NASA SOIL MOISTURE ACTIVE PASSIVE (SMAP) MISSION: OVERVIEW
TH3.L10.1: THE NASA SOIL MOISTURE ACTIVE PASSIVE (SMAP) MISSION: OVERVIEWgrssieee
 

Similar to Bouvet_IGARSS2011.ppt (20)

4_BELAIR_IGARSS_SMAP_CANADA.ppt
4_BELAIR_IGARSS_SMAP_CANADA.ppt4_BELAIR_IGARSS_SMAP_CANADA.ppt
4_BELAIR_IGARSS_SMAP_CANADA.ppt
 
Karakterisasi Letusan Merapi menggunakan Data SAR (Synthetic Aperture Radar)
Karakterisasi Letusan Merapi menggunakan Data SAR (Synthetic Aperture Radar)Karakterisasi Letusan Merapi menggunakan Data SAR (Synthetic Aperture Radar)
Karakterisasi Letusan Merapi menggunakan Data SAR (Synthetic Aperture Radar)
 
Validation_SWOT_ground_airborne_Fjortoft.ppt
Validation_SWOT_ground_airborne_Fjortoft.pptValidation_SWOT_ground_airborne_Fjortoft.ppt
Validation_SWOT_ground_airborne_Fjortoft.ppt
 
MONITORING FOREST MANAGEMENT ACTIVTIES USING AIRBORNE LIDAR AND ALOS PALSAR.pptx
MONITORING FOREST MANAGEMENT ACTIVTIES USING AIRBORNE LIDAR AND ALOS PALSAR.pptxMONITORING FOREST MANAGEMENT ACTIVTIES USING AIRBORNE LIDAR AND ALOS PALSAR.pptx
MONITORING FOREST MANAGEMENT ACTIVTIES USING AIRBORNE LIDAR AND ALOS PALSAR.pptx
 
OnTheUseOfMultitemporalSeriesOfCOSMODataForClassificationAndSurfaceParameterR...
OnTheUseOfMultitemporalSeriesOfCOSMODataForClassificationAndSurfaceParameterR...OnTheUseOfMultitemporalSeriesOfCOSMODataForClassificationAndSurfaceParameterR...
OnTheUseOfMultitemporalSeriesOfCOSMODataForClassificationAndSurfaceParameterR...
 
4_bindlish_igarss2011.pptx
4_bindlish_igarss2011.pptx4_bindlish_igarss2011.pptx
4_bindlish_igarss2011.pptx
 
Modelling Receptor Optimization A&WMA 2011 Florida
Modelling Receptor Optimization A&WMA 2011 FloridaModelling Receptor Optimization A&WMA 2011 Florida
Modelling Receptor Optimization A&WMA 2011 Florida
 
FR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptFR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.ppt
 
FR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptFR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.ppt
 
DEM-based Methods for Flood Risk Mapping at Large Scale
DEM-based Methods for Flood Risk Mapping at Large ScaleDEM-based Methods for Flood Risk Mapping at Large Scale
DEM-based Methods for Flood Risk Mapping at Large Scale
 
TH1.T04.2_MULTI-FREQUENCY MICROWAVE EMISSION OF THE EAST ANTARCTIC PLATEAU_IG...
TH1.T04.2_MULTI-FREQUENCY MICROWAVE EMISSION OF THE EAST ANTARCTIC PLATEAU_IG...TH1.T04.2_MULTI-FREQUENCY MICROWAVE EMISSION OF THE EAST ANTARCTIC PLATEAU_IG...
TH1.T04.2_MULTI-FREQUENCY MICROWAVE EMISSION OF THE EAST ANTARCTIC PLATEAU_IG...
 
pres_h2a_okconvert.ppt
pres_h2a_okconvert.pptpres_h2a_okconvert.ppt
pres_h2a_okconvert.ppt
 
Egu talk on EcoHydrology by Brenner et al.
Egu talk on EcoHydrology by Brenner et al.Egu talk on EcoHydrology by Brenner et al.
Egu talk on EcoHydrology by Brenner et al.
 
Copernicus Land Moniotring Service Portfolio
Copernicus Land Moniotring Service PortfolioCopernicus Land Moniotring Service Portfolio
Copernicus Land Moniotring Service Portfolio
 
Dinh_BIOMASS_TomoSAR
Dinh_BIOMASS_TomoSARDinh_BIOMASS_TomoSAR
Dinh_BIOMASS_TomoSAR
 
IGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptxIGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptx
 
IGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptxIGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptx
 
IGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptxIGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptx
 
FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...
FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...
FR4.L09 - KARIN – THE KA-BAND RADAR INTERFEROMETER ON SWOT: MEASUREMENT PRINC...
 
TH3.L10.1: THE NASA SOIL MOISTURE ACTIVE PASSIVE (SMAP) MISSION: OVERVIEW
TH3.L10.1: THE NASA SOIL MOISTURE ACTIVE PASSIVE (SMAP) MISSION: OVERVIEWTH3.L10.1: THE NASA SOIL MOISTURE ACTIVE PASSIVE (SMAP) MISSION: OVERVIEW
TH3.L10.1: THE NASA SOIL MOISTURE ACTIVE PASSIVE (SMAP) MISSION: OVERVIEW
 

More from grssieee

Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...grssieee
 
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODELSEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODELgrssieee
 
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...grssieee
 
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIESTHE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIESgrssieee
 
GMES SPACE COMPONENT:PROGRAMMATIC STATUS
GMES SPACE COMPONENT:PROGRAMMATIC STATUSGMES SPACE COMPONENT:PROGRAMMATIC STATUS
GMES SPACE COMPONENT:PROGRAMMATIC STATUSgrssieee
 
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETERPROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETERgrssieee
 
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...grssieee
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...grssieee
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...grssieee
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...grssieee
 
test 34mb wo animations
test  34mb wo animationstest  34mb wo animations
test 34mb wo animationsgrssieee
 
2011_Fox_Tax_Worksheets.pdf
2011_Fox_Tax_Worksheets.pdf2011_Fox_Tax_Worksheets.pdf
2011_Fox_Tax_Worksheets.pdfgrssieee
 
DLR open house
DLR open houseDLR open house
DLR open housegrssieee
 
DLR open house
DLR open houseDLR open house
DLR open housegrssieee
 
DLR open house
DLR open houseDLR open house
DLR open housegrssieee
 
Tana_IGARSS2011.ppt
Tana_IGARSS2011.pptTana_IGARSS2011.ppt
Tana_IGARSS2011.pptgrssieee
 
Solaro_IGARSS_2011.ppt
Solaro_IGARSS_2011.pptSolaro_IGARSS_2011.ppt
Solaro_IGARSS_2011.pptgrssieee
 

More from grssieee (20)

Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
 
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODELSEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
 
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
 
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIESTHE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
 
GMES SPACE COMPONENT:PROGRAMMATIC STATUS
GMES SPACE COMPONENT:PROGRAMMATIC STATUSGMES SPACE COMPONENT:PROGRAMMATIC STATUS
GMES SPACE COMPONENT:PROGRAMMATIC STATUS
 
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETERPROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
 
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
 
Test
TestTest
Test
 
test 34mb wo animations
test  34mb wo animationstest  34mb wo animations
test 34mb wo animations
 
Test 70MB
Test 70MBTest 70MB
Test 70MB
 
Test 70MB
Test 70MBTest 70MB
Test 70MB
 
2011_Fox_Tax_Worksheets.pdf
2011_Fox_Tax_Worksheets.pdf2011_Fox_Tax_Worksheets.pdf
2011_Fox_Tax_Worksheets.pdf
 
DLR open house
DLR open houseDLR open house
DLR open house
 
DLR open house
DLR open houseDLR open house
DLR open house
 
DLR open house
DLR open houseDLR open house
DLR open house
 
Tana_IGARSS2011.ppt
Tana_IGARSS2011.pptTana_IGARSS2011.ppt
Tana_IGARSS2011.ppt
 
Solaro_IGARSS_2011.ppt
Solaro_IGARSS_2011.pptSolaro_IGARSS_2011.ppt
Solaro_IGARSS_2011.ppt
 

Recently uploaded

Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 

Recently uploaded (20)

Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 

Bouvet_IGARSS2011.ppt

  • 1. A land cover map of Africa at 100m using a mosaic of ALOS PALSAR dual-polarization data - Preliminary developments - Alexandre Bouvet, Gianfranco De Grandi European Commission DG Joint Research Centre 21027, Ispra (VA), Italy e-mail: [email_address]
  • 2.
  • 3. VCF (Vegetation Continuous Field) University of Maryland - NASA MODIS - 500m GLC2000 (Global Land Cover 2000) JRC SPOT VEGETATION - 1km GLOBCOVER ESA - JRC MERIS – 300m EXISTING LARGE-SCALE MAPS
  • 4.
  • 5. East North incident wave     lon lat INFLUENCE OF TOPOGRAPHY Local incidence angle: θ loc depends on: θ : the SAR incident angle φ : the viewing azimuth angle α : the absolute slope β : the slope orientation In the mosaic, the SAR geometry is almost constant: θ≈ 39˚ φ≈ 10.5˚ θ loc is fully described by the local topography ( α and β ). SAR geometry local topography
  • 6.
  • 7. Detail Not corrected TOPOGRAPHIC CORRECTION
  • 8. INFLUENCE OF TOPOGRAPHY Tropical forest sin sin & cos
  • 9. INFLUENCE OF TOPOGRAPHY Shrubland sin sin & cos
  • 10. INFLUENCE OF TOPOGRAPHY Tropical forest facing perpendicular opposite sin sin & cos
  • 11. INFLUENCE OF TOPOGRAPHY Shrubland facing perpendicular opposite sin sin & cos
  • 12.
  • 13.
  • 16.
  • 17. WATER BODIES HH-HV-HH White: α =0° Grey: buffer 10 pix Classified Pros: false detection (bare soil/low vegetation detected as water) is reduced Cons: some water bodies are missed
  • 18. VCF GLC Tile centered on: 32.5°S–27.5° E South Africa RESULTS VCF GLC2000 GLOBCOVER PALSAR
  • 19. Tile centered on: 2.5°S – 17.5° E Border between the Congos Transition from tropical forest to savanna. VCF GLC GlobCover VCF GLC2000 GLOBCOVER PALSAR RESULTS
  • 20. PALSAR GlobCover 2009 Central African tile Subset 1 RESULTS
  • 21. Central African tile Subset 2 RESULTS PALSAR GlobCover
  • 22. PALSAR GlobCover South African tile Subset 1 RESULTS PALSAR GlobCover
  • 23.
  • 24. 2°S – 16° E 1990 2000 VALIDATION
  • 25.
  • 26.