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www.iwmi.org
Water for a food-secure world
BANGLADESH FLOOD RISK ATLAS
Giriraj Amarnath
International Water Management Institute (IWMI),
Colombo, Sri Lanka
www.iwmi.org
Water for a food-secure world
THE PROBLEM
• Floods – primary natural disasters
• Precipitation intensity and variability is projected
to increase – increasing risks of flooding
globally and in Asia
• Global economic losses from natural disasters -
over $165 billion annually
– More than current aid flow
– Floods take the lion share of this
• May rise to over $450 bill. by 2030
www.iwmi.org
Water for a food-secure world
FLOOD INUNDATION MAPS
• Inundation maps are needed for decision makers to better mitigate the
impacts of flooding and build more resilient communities
• An easily accessible flood maps will provide users more awareness of
the flood hazards in their local community.
• Currently, only a limited number of agencies have a flood risk mapping
interface.
• Our research program address mapping the extent of South Asia and
country level flood risk assessment for better flood management.
www.iwmi.org
Water for a food-secure world
FLOOD INUNDATION MAPPING ALGORITHM
• MODIS surface reflectance
• Global
• Temporal resolution : 8 days
• Spatial resolution – 500 m
• Period : 2000 – 2011
• Indices : EVI, NDWI, LSWI, NDSI
• DVEL (EVI-LSWI) was used to
discriminate between Water pixels
and Non–water pixels. If the
smoothed DVEL is less than 0.05 pixel
is assumed to be a Water pixel;
• Several procedure further
differentiate between permanent
water bodies and temporary Flood
pixels
• Applied in South Asia
• Being applied in South East Asia
MODIS 8-day composites of surface reflectance (MOD09A1)
Interim Map of inundated areas
Cloud
mask
NDSI NDVI EVI LSWI
Snow
mask
Permanent Water
mask
Vegetation + Crop
area
DEM
Global Wetland
Database
Validation and Accuracy
assessment
Final map of inundated areas (2000 – 2011)
www.iwmi.org
Water for a food-secure world
INDICES AND PRODUCTS
www.iwmi.org
Water for a food-secure world
ANNUAL FLOOD INUNDATION PATTERN (2000 – 2011)
www.iwmi.org
Water for a food-secure world
DURATION OF INUNDATION CYCLE
www.iwmi.org
Water for a food-secure world
SEASONAL INUNDATION PATTERN
www.iwmi.org
Water for a food-secure world
FLOOD RISK MAP
• Current flood mapping for the entire
Bangladesh has mapped areas at risk of
flooding.
• Provides a good foundation for efficient
flood-risk management.
• Useful input in drawing up flood-risk
management plans, for preventing flood
damages, in land use planning, for
providing information on floods, in rescue
operations in order to avoid flood risk.
www.iwmi.org
Water for a food-secure world
Time-series of flood inundation
pattern (2001 – 2011)
Yearly Flood Statistics
Monthly Flood Statistics
(2005 – 2011)
www.iwmi.org
Water for a food-secure world
BANGLADESH FLOOD RISK ATLAS
• EightDay_product
• Flood_Duration
• Flood_Monthly
• Flood_Occurence
• Flood_Seasonal
• Maps
• Statistics
www.iwmi.org
Water for a food-secure world
Thank You
Contact : a.giriraj@cgiar.org

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Bangladesh Flood Risk Atlas

  • 1. www.iwmi.org Water for a food-secure world BANGLADESH FLOOD RISK ATLAS Giriraj Amarnath International Water Management Institute (IWMI), Colombo, Sri Lanka
  • 2. www.iwmi.org Water for a food-secure world THE PROBLEM • Floods – primary natural disasters • Precipitation intensity and variability is projected to increase – increasing risks of flooding globally and in Asia • Global economic losses from natural disasters - over $165 billion annually – More than current aid flow – Floods take the lion share of this • May rise to over $450 bill. by 2030
  • 3. www.iwmi.org Water for a food-secure world FLOOD INUNDATION MAPS • Inundation maps are needed for decision makers to better mitigate the impacts of flooding and build more resilient communities • An easily accessible flood maps will provide users more awareness of the flood hazards in their local community. • Currently, only a limited number of agencies have a flood risk mapping interface. • Our research program address mapping the extent of South Asia and country level flood risk assessment for better flood management.
  • 4. www.iwmi.org Water for a food-secure world FLOOD INUNDATION MAPPING ALGORITHM • MODIS surface reflectance • Global • Temporal resolution : 8 days • Spatial resolution – 500 m • Period : 2000 – 2011 • Indices : EVI, NDWI, LSWI, NDSI • DVEL (EVI-LSWI) was used to discriminate between Water pixels and Non–water pixels. If the smoothed DVEL is less than 0.05 pixel is assumed to be a Water pixel; • Several procedure further differentiate between permanent water bodies and temporary Flood pixels • Applied in South Asia • Being applied in South East Asia MODIS 8-day composites of surface reflectance (MOD09A1) Interim Map of inundated areas Cloud mask NDSI NDVI EVI LSWI Snow mask Permanent Water mask Vegetation + Crop area DEM Global Wetland Database Validation and Accuracy assessment Final map of inundated areas (2000 – 2011)
  • 5. www.iwmi.org Water for a food-secure world INDICES AND PRODUCTS
  • 6. www.iwmi.org Water for a food-secure world ANNUAL FLOOD INUNDATION PATTERN (2000 – 2011)
  • 7. www.iwmi.org Water for a food-secure world DURATION OF INUNDATION CYCLE
  • 8. www.iwmi.org Water for a food-secure world SEASONAL INUNDATION PATTERN
  • 9. www.iwmi.org Water for a food-secure world FLOOD RISK MAP • Current flood mapping for the entire Bangladesh has mapped areas at risk of flooding. • Provides a good foundation for efficient flood-risk management. • Useful input in drawing up flood-risk management plans, for preventing flood damages, in land use planning, for providing information on floods, in rescue operations in order to avoid flood risk.
  • 10. www.iwmi.org Water for a food-secure world Time-series of flood inundation pattern (2001 – 2011) Yearly Flood Statistics Monthly Flood Statistics (2005 – 2011)
  • 11. www.iwmi.org Water for a food-secure world BANGLADESH FLOOD RISK ATLAS • EightDay_product • Flood_Duration • Flood_Monthly • Flood_Occurence • Flood_Seasonal • Maps • Statistics
  • 12. www.iwmi.org Water for a food-secure world Thank You Contact : a.giriraj@cgiar.org

Notas del editor

  1. GHF – Global Humanitarian Forum
  2. Acronyms NDSI – Normalized Difference Snow Index; NDVI – Normalized Difference Vegetation Index; EVI – Enhanced Vegetation Index; LSWI – Land Surface Water IndexEvery 8 days for each 500 m pixel.The above algorithm has been used for SA (India, Pakistan, Nepal, Bhutan Bangladesh, SL). We are doing this now for SEA