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Water Body Detection from TanDEM-X Data:   concept & first evaluation of an accurate water indication mask   A. Wendleder 1) ,  M. Breunig 1) , K. Martin 2) , B. Wessel 1) , A. Roth 1)   1) German Aerospace Center DLR  |  2) Company for Remote Sensing and Environmental Research SLU   IGARSS 2011 / Vancouver / 2011-07-28 IGARSSā€™11, Vancouver
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Slide
Definition of the TanDEM-X  water indication mask ,[object Object],[object Object],[object Object],[object Object],[object Object],Slide    Kurnool Kadapa Channel / India frozen Lake Taimyr / Russia
Challenges for TanDEM-X water body detection  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Slide    tropical river & coastline in Indonesia  small inland water bodies in Minnesota / USA
Concept & Methodology (I) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Slide
Concept & Methodology (II) Slide    ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Test site demonstration ,[object Object],[object Object],[object Object],Slide
Evaluation of classification results (I)  Slide    ,[object Object],[object Object]
Evaluation of classification results (II)  Slide    ATKIS: Authoritative Topographic Cartographic Information System Reference Completeness Correctness Amplitude ATKIS 86.9 % 92.6 % ATKIS water bodies > 1hectare 88.1 % 92.5 % Coherence ATKIS 79.8 % 98.7 % ATKIS water bodies > 1hectare 80.9 % 98.7 %
Evaluation of classification results (III)  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Slide
Outlook ,[object Object],[object Object],[object Object],[object Object],[object Object],Slide
Slide    River Elbe,  Hamburg, Germany ,[object Object],[object Object],[object Object],[object Object]
Slide
Slide    Thank you for your attention!  Anna Wendleder | Markus Breunig German Remote Sensing Data Center Team SAR Topography Phone: +49 8153 28 3439 Email: Anna.Wendleder@dlr.de | Markus.Breunig@dlr.de

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igarss_2011_breunig_DLR_TDM_water_mask.ppt

  • 1. Water Body Detection from TanDEM-X Data: concept & first evaluation of an accurate water indication mask A. Wendleder 1) , M. Breunig 1) , K. Martin 2) , B. Wessel 1) , A. Roth 1) 1) German Aerospace Center DLR | 2) Company for Remote Sensing and Environmental Research SLU IGARSS 2011 / Vancouver / 2011-07-28 IGARSSā€™11, Vancouver
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  • 9. Evaluation of classification results (II) Slide ATKIS: Authoritative Topographic Cartographic Information System Reference Completeness Correctness Amplitude ATKIS 86.9 % 92.6 % ATKIS water bodies > 1hectare 88.1 % 92.5 % Coherence ATKIS 79.8 % 98.7 % ATKIS water bodies > 1hectare 80.9 % 98.7 %
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  • 13. Slide
  • 14. Slide Thank you for your attention! Anna Wendleder | Markus Breunig German Remote Sensing Data Center Team SAR Topography Phone: +49 8153 28 3439 Email: Anna.Wendleder@dlr.de | Markus.Breunig@dlr.de

Editor's Notes

  1. Challengeā€¦. The currently sophisticated methods like parametric and geometric active contour models and texture measures are not efficient enough to be applied for near-real-time image processing and cannot be applied fully automatically. The only possibility here to keep up with the amount of daily incoming data during the TanDEM-X mission is to process the data fully automatically and to use a less time-consuming threshold method. In this case we apply the threshold method onā€¦.
  2. ā€¦ the amplitude image and on the coherence image as we can see here.
  3. As you can see all water bodies are appearing smooth and dark without any disturbances caused by wind effect, snow and ice coverage or others
  4. Hamburg, Nord-Ostsee-Kanal WAM erklƤren, wie WAM editing coherence low/amp dark filtering/GlƤttung
  5. Hamburg, Nord-Ostsee-Kanal WAM erklƤren, wie WAM editing coherence low/amp dark filtering/GlƤttung