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ISCRAM 2009 Conference ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Floods –  underestimated natural disasters ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Figures from EM-DAT, OCHA, ECHO ISCRAM Conference 11 May 2009
Floods –  frequent, recurring natural disasters ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISCRAM Conference 11 May 2009 Country Date Killed Haiti 23 May 2004 2665 India 24 Jul 2005 1200 Bangladesh 21 Jul 2007 1110 India 3 Jul 2007 1103 India (Flash Flood) 11 Jun 2008 1063 Algeria 10 Nov 2001 921 India 20 Jun 2004 900 India 30 Aug 2008 900 India 18 Sep 2000 884 India 2 Aug 2000 867 Country Date Total Affected China 23 Jun 2003 150 million China 15 Jun 2007 105 million China (Flash flood) 8 Jun 2002 80 million India 21 Jun 2002 42 million Bangladesh 20 Jun 2004 36 million China 15 Jul 2004 33 million India 20 Jun 2004 33 million India 18 Sep 2000 24 million India 2 Aug 2000 22 million India 24 Jul 2005 20 million
Global Disaster Alert and Coordination System ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISCRAM Conference 11 May 2009
Monitoring floods ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISCRAM Conference 11 May 2009
Flood observation from space? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISCRAM Conference 11 May 2009
Passive microwave remote sensing ,[object Object],[object Object],[object Object],[object Object],[object Object],ISCRAM Conference 11 May 2009 36.5GHz
Passive microwave information ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISCRAM Conference 11 May 2009 * Rees, 1990. Physical Principles of Remote Sensing. ** Sharkov, 2003. Passive Microwave Remote Sensing of the Earth T T T b ε ** Material ε Water 0.3 - 0.5 Minerals 0.75 – 0.95 Sea Ice 0.75 – 0.95 T
Novel normalization methodology: Water signal T b  dry wet T b dry wet Dry pixel Wet pixel Influence of clouds is eliminated by comparing dry and wet signal Water has a lower brightness temperature than land 1 2 3 1 2 3 1 2 3 ISCRAM Conference 11 May 2009 flood signal
Calibration site ,[object Object],[object Object],[object Object],[object Object],[object Object],ISCRAM Conference 11 May 2009 Optimization of calibration window size and percentile. M w  > 0 C w  = 0
Anomaly detection ,[object Object],ISCRAM Conference 11 May 2009 avg ( s ) sd ( s ) =  σ 3 σ 2 σ σ m  = 3 m  = 2 m  = 1
GFDS data and products ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISCRAM Conference 11 May 2009 ,[object Object],[object Object],[object Object],[object Object],Time after satellite passes Processing step ~3h Download of data +2 minutes Swath data inserted in grid +2 minutes Update of all sites and maps
Rapid flood mapping ISCRAM Conference 11 May 2009 Flooded area mapped by the Dartmouth Flood Observatory based on MODIS optical imagery Flooded area mapped by JRC based on AMSR-E microwave data
Map and observation site ISCRAM Conference 11 May 2009 First media reports
Africa, early March 2009 ISCRAM Conference 11 May 2009 Okavango delta Barrier lakes Etosha Pan Caprivi floods Etosha floods Upper Zambezi
Floods Caprivi, Namibia, 2009 Flood map based on AMSR-E passive microwave data at 36.5GHz, processed using the JRC Global Flood Detection technique. GLIDE: FL-2009-000062-NAM Datum/Projection: WGS1984/Geographic Map production: JRC Background map: Global Discovery Contact: tom.de-groeve@jrc.it 100% water 0% water
Daily flood detection ISCRAM Conference 11 May 2009 http://www.gdacs.org/floods
Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],ISCRAM Conference 11 May 2009

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Early flood detection using satellite data

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  • 9. Novel normalization methodology: Water signal T b dry wet T b dry wet Dry pixel Wet pixel Influence of clouds is eliminated by comparing dry and wet signal Water has a lower brightness temperature than land 1 2 3 1 2 3 1 2 3 ISCRAM Conference 11 May 2009 flood signal
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  • 13. Rapid flood mapping ISCRAM Conference 11 May 2009 Flooded area mapped by the Dartmouth Flood Observatory based on MODIS optical imagery Flooded area mapped by JRC based on AMSR-E microwave data
  • 14. Map and observation site ISCRAM Conference 11 May 2009 First media reports
  • 15. Africa, early March 2009 ISCRAM Conference 11 May 2009 Okavango delta Barrier lakes Etosha Pan Caprivi floods Etosha floods Upper Zambezi
  • 16. Floods Caprivi, Namibia, 2009 Flood map based on AMSR-E passive microwave data at 36.5GHz, processed using the JRC Global Flood Detection technique. GLIDE: FL-2009-000062-NAM Datum/Projection: WGS1984/Geographic Map production: JRC Background map: Global Discovery Contact: tom.de-groeve@jrc.it 100% water 0% water
  • 17. Daily flood detection ISCRAM Conference 11 May 2009 http://www.gdacs.org/floods
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