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SAR Remote Sensing in
         Argomarine

M. Babiker, T. Hamre, 
Nansen Environmental and Remote Sensing Center (NERSC)
Norway
New Strategies and Technologies for safety of Navigations in the 
Mediterranean Sea 
21 November 2012, Petroferraio, Italy
Outline 

n    Background
n    SAR remote sensing for oil spill
n    SAR for Argomarine
n    Summary
Background

Oil spills seriously affect the marine ecosystem and cause political and scientific concern
since they have serious effects on fragile marine and coastal ecosystem. The amount of
pollutant discharges and associated effects on the marine environment are important
parameters in evaluating sea water quality. Satellite images can improve the possibilities
for the detection and monitoring of oil spills as they cover large areas and offer an
economical and easier way of continuous coastal areas patrolling. 




                                               http://www.myhero.com/go/hero.asp?hero=Oil_Team_cfes_US_2012
15 November 2012 Last updated at 20:11 GMT 


BP gets record US criminal fine over Deepwater disaster

  BP has received the biggest criminal fine in US history as part of a $4.5bn
  (£2.8bn) settlement related to the fatal 2010 Deepwater Horizon disaster.
ESTIMATES OF GLOBAL INPUTS OF OIL TO THE
MARINE ENVIRONMENT

• Natural seeps: 46% 

• Discharges from consumption of oils (operational discharges from
ships and discharges from land-based sources): 37% 

• Accidental spills from ships; 12% 

• Extraction of oil: 3% 


                                          http://oils.gpa.unep.org/facts/sources.htm
The most commonly used remotely sensed system to detect ocean
pollution is Synthetic Aperture Radar (SAR) imagery.




         The Prestige oil spill, Spain, caused by the sinking of an oil tanker in 2002
SAR = Synthetic Aperture Radar

 An active instrument that transmit/receive EM radiation, store data in
 amplitude and phase (real and imaginary part)


•  Works in the presence of clouds, day and night


•  Operates at microwave (or radar) frequencies


•  Fine resolution is independent of the platform height, so images with the
same geometric resolution (order of 10 m) can be obtained from satellites
as from airplanes
z	



           Antenna



      Azimuth

                 Range




                                                      Swath 
          x	

                                                       y	

                                  Illuminated area!
A short pulse is emitted by the antenna and then the amplitude and
phase of the backscattered signal is recorded as a function of time This is
repeated over again while the platform is moving Thus a 2-dimensional
image is generated.
Advantages compared to optical remote sensing

All weather capability (small sensitivity of clouds, light rain)

Day and night operation (independence of sun illumination)

No effects of atmospheric constituents (multitemporal analysis)

Sensitivity to dielectric properties (water content , biomass, ice)

Sensitivity to surface roughness ( ocean wind speed, currents ,oil spill )

Accurate measurements of distance (interferometry)

Sensitivity to man made objects

Sensitivity to target structure (use of polarimetry)

Subsurface penetration
SAR-based oil spill monitoring in Argomarine:



SAR image ordering and acquisition for the test areas


 The following Satellite were investigated:
 
 ENVISAT ASAR (launched March 2002)
 
 ALOS PALSAR (November 2006)
 
 TerraSAR-X (June 2007)
 
 COSMO-SkyMed (June 2007)
 
 Radarsat-2 (December 2007)
NERSC set up automatic download of images for the two test areas, using
software tools developed by NERSC in other RTD projects

                                             During the project period 
                                             208 ENVISAT ASAR images
                                             were downloaded for the
                                             Tuscan Archipelago
                                             And 280 images for The
                                             National Marine Park of
                                             Zakynthos.
                                             
                                             3 TerraSAR-X were ordered and
                                             purchased
                                             
                                             3 Radarsat2 images ordered
                                             and purchased
SAR analysis for oil spill detection and classification
A selection of archived images from the ENVISAT ASAR (Advanced Synthetic
Aperture Radar) covering both study areas were analyzed. 
The Next ESA SAR Toolbox (NEST) was used to analyse the ASAR data.




An ENVISAT ASAR Wide swath image acquired on the 7 June 2008 covering the Tuscany Archipelago (B) oil spills map
generated from image (a) Red is potential oil spill, light blue currents and waves black low wind speed. A confirmed oil spill
is demarcated with green circle.
An ENVISAT ASAR image mode image acquired on the 14 March 2008 covering Zakynthos (B) oil
spills map generated from image (a) Red is potential oil spill, light blue currents and waves black low
wind speed.
Classification of oil spills and surface phenomena in dual
polarisation images

                                              
                                              All the available methods
                                              and        models         for
                                              discrimination between oil
                                              spills and look-likes using
                                              polarimetric SAR are still
                                              experimental        and    no
                                              concrete method or model
                                              are available for that. 

                                             
                                             Alternating polarizations ENVISAT
                                             ASAR image (VV/VH) acquired on
                                             the 01 August 2003 (A) VV
                                             polarization (B) VH polarization
                                             (C) RBG image from VV, VH and
                                             VV/VH (D) Wind speed and
                                             direction generated from the
                                             image.
Alternating polarizations
 ENVISAT ASAR image (VV/
 VH) acquired on the 11
 May     2007      (A)  VV
 polarization     (B)   VH
 polarization    (C)   RBG
 image from VV, VH and
 VV/VH (D) Wind speed and
 direction generated from
 t h e        i m a g e .



Most     of    the   surface
phenomena, oil spills and
look-alikes investigated can
be detected clearly in both
polarizations VV and the
HH, on the other hand the
same features can’t be
detected     using      cross
polarizations (VH, HV).
SAR estimates of wind and currents
The CMOD4 and Doppler shift algorithms have been applied on a selected
ENVISAT ASAR images from the two areas to estimate wind speed and current.




An ENVISAT ASAR wide Swath (VV) of the 27 of August 2010 covering the Tuscan Archipelago.
ENVISAT ASAR wide Swath (VV) of the 15 of October 2010 covering Zakynthos Island.
Distribution and density of oil spills in the test
areas
Seventy two archived ENVISAT ASAR (Advanced Synthetic Aperture Radar) Wide
Swath images were analyzed for oil spill distribution and density. 

The oil spill detection algorithm was applied for all the images and only dark
features with high potential to be oil spill were analyzed. A density map was
created for each study area.
Summary 
SAR is the most applicable spaceborne sensor for operational oil spill
detection, mostly
because of its all-weather/all-day detection capabilities and wide coverage

The largest challenge in detection of oil spills in SAR images is accurate
discrimination between oil spills and look-alikes.



For operational purposes, there is a need for coordination between satellite
overpasses and aerial surveillance flights.



Future SAR missions are crucial for sustainable operational oil spill detection
services.
Tha
nks

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ARGOMARINE Final Conference - NERSC Presentation - Mohamed Babiker, Torill Hamre

  • 1. SAR Remote Sensing in Argomarine M. Babiker, T. Hamre, Nansen Environmental and Remote Sensing Center (NERSC) Norway New Strategies and Technologies for safety of Navigations in the Mediterranean Sea 21 November 2012, Petroferraio, Italy
  • 2. Outline n  Background n  SAR remote sensing for oil spill n  SAR for Argomarine n  Summary
  • 3. Background Oil spills seriously affect the marine ecosystem and cause political and scientific concern since they have serious effects on fragile marine and coastal ecosystem. The amount of pollutant discharges and associated effects on the marine environment are important parameters in evaluating sea water quality. Satellite images can improve the possibilities for the detection and monitoring of oil spills as they cover large areas and offer an economical and easier way of continuous coastal areas patrolling. http://www.myhero.com/go/hero.asp?hero=Oil_Team_cfes_US_2012
  • 4. 15 November 2012 Last updated at 20:11 GMT BP gets record US criminal fine over Deepwater disaster BP has received the biggest criminal fine in US history as part of a $4.5bn (£2.8bn) settlement related to the fatal 2010 Deepwater Horizon disaster.
  • 5. ESTIMATES OF GLOBAL INPUTS OF OIL TO THE MARINE ENVIRONMENT • Natural seeps: 46% • Discharges from consumption of oils (operational discharges from ships and discharges from land-based sources): 37% • Accidental spills from ships; 12% • Extraction of oil: 3% http://oils.gpa.unep.org/facts/sources.htm
  • 6. The most commonly used remotely sensed system to detect ocean pollution is Synthetic Aperture Radar (SAR) imagery. The Prestige oil spill, Spain, caused by the sinking of an oil tanker in 2002
  • 7. SAR = Synthetic Aperture Radar An active instrument that transmit/receive EM radiation, store data in amplitude and phase (real and imaginary part) •  Works in the presence of clouds, day and night •  Operates at microwave (or radar) frequencies •  Fine resolution is independent of the platform height, so images with the same geometric resolution (order of 10 m) can be obtained from satellites as from airplanes
  • 8. z Antenna Azimuth Range Swath x y Illuminated area! A short pulse is emitted by the antenna and then the amplitude and phase of the backscattered signal is recorded as a function of time This is repeated over again while the platform is moving Thus a 2-dimensional image is generated.
  • 9. Advantages compared to optical remote sensing All weather capability (small sensitivity of clouds, light rain) Day and night operation (independence of sun illumination) No effects of atmospheric constituents (multitemporal analysis) Sensitivity to dielectric properties (water content , biomass, ice) Sensitivity to surface roughness ( ocean wind speed, currents ,oil spill ) Accurate measurements of distance (interferometry) Sensitivity to man made objects Sensitivity to target structure (use of polarimetry) Subsurface penetration
  • 10. SAR-based oil spill monitoring in Argomarine: SAR image ordering and acquisition for the test areas The following Satellite were investigated: ENVISAT ASAR (launched March 2002) ALOS PALSAR (November 2006) TerraSAR-X (June 2007) COSMO-SkyMed (June 2007) Radarsat-2 (December 2007)
  • 11. NERSC set up automatic download of images for the two test areas, using software tools developed by NERSC in other RTD projects During the project period 208 ENVISAT ASAR images were downloaded for the Tuscan Archipelago And 280 images for The National Marine Park of Zakynthos. 3 TerraSAR-X were ordered and purchased 3 Radarsat2 images ordered and purchased
  • 12. SAR analysis for oil spill detection and classification A selection of archived images from the ENVISAT ASAR (Advanced Synthetic Aperture Radar) covering both study areas were analyzed. The Next ESA SAR Toolbox (NEST) was used to analyse the ASAR data. An ENVISAT ASAR Wide swath image acquired on the 7 June 2008 covering the Tuscany Archipelago (B) oil spills map generated from image (a) Red is potential oil spill, light blue currents and waves black low wind speed. A confirmed oil spill is demarcated with green circle.
  • 13. An ENVISAT ASAR image mode image acquired on the 14 March 2008 covering Zakynthos (B) oil spills map generated from image (a) Red is potential oil spill, light blue currents and waves black low wind speed.
  • 14. Classification of oil spills and surface phenomena in dual polarisation images All the available methods and models for discrimination between oil spills and look-likes using polarimetric SAR are still experimental and no concrete method or model are available for that. Alternating polarizations ENVISAT ASAR image (VV/VH) acquired on the 01 August 2003 (A) VV polarization (B) VH polarization (C) RBG image from VV, VH and VV/VH (D) Wind speed and direction generated from the image.
  • 15. Alternating polarizations ENVISAT ASAR image (VV/ VH) acquired on the 11 May 2007 (A) VV polarization (B) VH polarization (C) RBG image from VV, VH and VV/VH (D) Wind speed and direction generated from t h e i m a g e . Most of the surface phenomena, oil spills and look-alikes investigated can be detected clearly in both polarizations VV and the HH, on the other hand the same features can’t be detected using cross polarizations (VH, HV).
  • 16. SAR estimates of wind and currents The CMOD4 and Doppler shift algorithms have been applied on a selected ENVISAT ASAR images from the two areas to estimate wind speed and current. An ENVISAT ASAR wide Swath (VV) of the 27 of August 2010 covering the Tuscan Archipelago.
  • 17. ENVISAT ASAR wide Swath (VV) of the 15 of October 2010 covering Zakynthos Island.
  • 18. Distribution and density of oil spills in the test areas Seventy two archived ENVISAT ASAR (Advanced Synthetic Aperture Radar) Wide Swath images were analyzed for oil spill distribution and density. The oil spill detection algorithm was applied for all the images and only dark features with high potential to be oil spill were analyzed. A density map was created for each study area.
  • 19. Summary SAR is the most applicable spaceborne sensor for operational oil spill detection, mostly because of its all-weather/all-day detection capabilities and wide coverage The largest challenge in detection of oil spills in SAR images is accurate discrimination between oil spills and look-alikes. For operational purposes, there is a need for coordination between satellite overpasses and aerial surveillance flights. Future SAR missions are crucial for sustainable operational oil spill detection services.