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Rapid analysis and spatialisation of risk: 
performing scenario-based modelling in 
near-real time with EO data 
Andrew Eddy, RASOR Project Manager, Athena Global, France 
andrew.eddy@athenaglobal.com 
Roberto Rudari, RASOR Coordinator, CIMA Foundation, Italy 
roberto.rudari@cimafoundation.org 
RASOR has received EC 7th framework funding under grant agreement no 606888 
5th International Disaster and Risk Conference IDRC 2014 
‘Integrative Risk Management - The role of science, technology & practice‘ 
www.grforum.org 24-28 August 2014 • Davos • Switzerland
Document Understand Simulate, Model, 
RISK 
Determine 
5th International Disaster and Risk Conference IDRC 2014 
‘Integrative Risk Management - The role of science, technology & practice‘ 
Risk management Risk assessment & evaluation 
www.grforum.org 24-28 August 2014 • Davos • Switzerland
What do DRM Users Need? 
• Up-to-date spatialised view of hazard extent (across several 
• Up-to-date information on exposure of people and assets (and 
ability to project change) 
• Comprehensive information on past disasters (to assist in risk 
• Ability to modify key parameters and project impact 
• Ability to project cumulative effect of risk and correlations 
• Ability to integrate analysis in a single tool 
• Ability to produce information (layers) for ingestion in other tools 
5th International Disaster and Risk Conference IDRC 2014 
identification) 
‘Integrative Risk Management - The role of science, technology & practice‘ 
hazards) 
www.grforum.org 24-28 August 2014 • Davos • Switzerland
5th International Disaster and Risk Conference IDRC 2014 
RASOR Structure 
‘Integrative Risk Management - The role of science, technology & practice‘ 
www.grforum.org 24-28 August 2014 • Davos • Switzerland
RASOR – other data partners and plug-ins, tools for data 
preparation and analysis – existing and prospective 
5th International Disaster and Risk Conference IDRC 2014 
‘Integrative Risk Management - The role of science, technology & practice‘ 
www.grforum.org 24-28 August 2014 • Davos • Switzerland 
InaSAFE 
Your tool/organisation here?
Exposure Data Extraction Example 
5th International Disaster and Risk Conference IDRC 2014 
‘Integrative Risk Management - The role of science, technology & practice‘ 
www.grforum.org 24-28 August 2014 • Davos • Switzerland
Set up of requested assets 
(population, infrastructure DB) 
5th International Disaster and Risk Conference IDRC 2014 
‘Integrative Risk Management - The role of science, technology & practice‘ 
www.grforum.org 24-28 August 2014 • Davos • Switzerland 
over tests sites 
Urban density ranking, Seveso sites, Power plant, 
electric nodes, Population census disaggregate 
at higher level 
Exposure example (2)
Flood Risk Assessment 
• Delft 3D FLOW - Open source 2D shallow water eqs 
• Drying and flooding of grid cells 
• Rectangular or curvilinear grids 
• Nested grids 
5th International Disaster and Risk Conference IDRC 2014 
‘Integrative Risk Management - The role of science, technology & practice‘ 
www.grforum.org 24-28 August 2014 • Davos • Switzerland
FAST: tool development/ prototype in Delft Dashboard (ongoing) 
Result < 1 minute 
Specify tsunami 
amplitudes (may 
also use any other 
tool or ASCII 
editor) 
5th International Disaster and Risk Conference IDRC 2014 
Area selection and 
generation of DEM / 
bathymetry using 
global data with 
desired resolution 
‘Integrative Risk Management - The role of science, technology & practice‘ 
Generation of input points at 
desired intervals for tsunami 
wave amplitudes 
www.grforum.org 24-28 August 2014 • Davos • Switzerland 
The computation 
module is yet to 
be made an 
excutable 
(windows based)
Historical Disaster Extent Example – Flood Polygons 
Processing of EO data in order to derived on a DB of disaster extent, disaster 
frequency and/or duration 
Gonaïves, Haïti 
• 2004 
• 2008 
Event duration over 15 days 
5th International Disaster and Risk Conference IDRC 2014 
Event duration over 5 days 
‘Integrative Risk Management - The role of science, technology & practice‘ 
www.grforum.org 24-28 August 2014 • Davos • Switzerland
Water depth 48hr 
5th International Disaster and Risk Conference IDRC 2014 
‘Integrative Risk Management - The role of science, technology & practice‘ 
www.grforum.org 24-28 August 2014 • Davos • Switzerland
Seismic Example, Bandung (Java) 
Lembang Fault location, L 
Length: 27 km -> Max magnitude m ~7 
Event rate R yet unknown 
RASOR EO-data products: 
Location of further active faults, Ln 
Estimate of their length and max 
magnitude mn 
Inter-seismic deformation rates from 
InSAR to estimate Rn 
Updated hazard scenarios 
From in situ data/obs: 
5th International Disaster and Risk Conference IDRC 2014 
‘Integrative Risk Management - The role of science, technology & practice‘ 
www.grforum.org 24-28 August 2014 • Davos • Switzerland
RASOR – what does it do? 
– Mitigation: compile new analysis with or without in-situ data in hours or days instead of weeks 
– Warning: update existing risk analysis with NRT data from satellites as risk materializes; 
projections of future impact 
– Response: mark up data layers and inject new information to refine analysis 
– Recovery: track assets and support logistics of major recovery in NRT 
– Past case studies of events, current situations, future scenarios 
– Multiple variables, sectoral perspectives, inter-related hazards 
– Evolving exposure and hazards 
– Flexible outputs 
– VHR DEMs (TanDEM-X and Pleiades) 
– Satellite-based visualization 
– Hazard: from known data bases and new EO-based sources 
– Exposure: from global data bases and newly extracted EO-based 
– Vulnerability: from in-situ information when available 
5th International Disaster and Risk Conference IDRC 2014 
‘Integrative Risk Management - The role of science, technology & practice‘ 
• Rapid: 
and months 
• Analysis: 
• Spatialisation: 
• Risk: 
www.grforum.org 24-28 August 2014 • Davos • Switzerland
Objectives by Phase 
– Demonstrate technical feasibility of integrated solution (five case studies) 
– Develop business model and business planning for next phases 
– Develop end user awareness and interest 
– Develop prototype tool for global applications 
– Provide proto-operational services with targeted users 
– Operational services on all three tracks (global, national, local) 
5th International Disaster and Risk Conference IDRC 2014 
• RASOR Phase 1 
• RASOR Phase 2 
• RASOR Phase 3 
‘Integrative Risk Management - The role of science, technology & practice‘ 
www.grforum.org 24-28 August 2014 • Davos • Switzerland
Added value for the Post 2015 Framework for 
Disaster Risk Reduction 
• How did your work support the implementation of the Hyogo 
Framework for Action: 
– Just beginning now 
• From your perspective what are the main gaps, needs and 
further steps to be addressed in the Post 2015 Framework for 
Disaster Risk Reduction in 
– Research: increased effort required to adapt technologies to user 
– Education & Training: satellite EO is a powerful and compelling tool to 
train local decision-makers on risk assessment 
– Implementation & Practice & Policy: satellite EO offers a globally 
applicable, objective means of measuring risk and progress of risk 
reduction 
5th International Disaster and Risk Conference IDRC 2014 
communities 
‘Integrative Risk Management - The role of science, technology & practice‘ 
www.grforum.org 24-28 August 2014 • Davos • Switzerland
SUPPORTING PARTNERS 
• World Bank (WB)/Global Facility for Disaster Reduction and Recovery (GFDRR) International Organisation 
• UNITAR’S Operational Satellite Applications Programme (UNOSAT) International Organisation 
• Munich Reinsurance Germany 
• Risk Management Solutions (RMS) United Kingdom 
• Caribbean Institute for Meteorology & Hydrology (CIMH) CARICOM 
• University of the West Indies (UWI) CARICOM 
• Indonesia Ministry of Public Works – Research Center for Water Resources (RCWC) Indonesia 
• Italy National Civil Protection Department (DPC) Italy 
• Agenzia Regionale per la Protezione dell’Ambiente – Emilia Romagna (ARPA-SIMC) Italy 
• General Secretariat for Civil Protection of Greece (GSCP) Greece 
• Dutch Ministry of Environment and Infrastructure Netherlands 
• GEO Secretariat International Organisation 
• NASA – Caribbean Satellite Disaster Pilot & Global Regional End-to-end Disaster Pilot Lead (GEO) USA 
• CEOS Disaster SBA Chair International Organisation 
• Agenzia Spaziale Italiana (ASI) Italy 
• EARCS (European Association of Remote Sensing Companies) Belgium 
• Global Earthquake Model (GEM) International Organization 
• UN International Strategy for Disaster Reduction (UNISDR) International Organization 
5th International Disaster and Risk Conference IDRC 2014 
‘Integrative Risk Management - The role of science, technology & practice‘ 
www.grforum.org 24-28 August 2014 • Davos • Switzerland
5th International Disaster and Risk Conference IDRC 2014 
‘Integrative Risk Management - The role of science, technology & practice‘ 
www.grforum.org 24-28 August 2014 • Davos • Switzerland

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EDDY-IDRCDavos-RASORv1

  • 1. Rapid analysis and spatialisation of risk: performing scenario-based modelling in near-real time with EO data Andrew Eddy, RASOR Project Manager, Athena Global, France andrew.eddy@athenaglobal.com Roberto Rudari, RASOR Coordinator, CIMA Foundation, Italy roberto.rudari@cimafoundation.org RASOR has received EC 7th framework funding under grant agreement no 606888 5th International Disaster and Risk Conference IDRC 2014 ‘Integrative Risk Management - The role of science, technology & practice‘ www.grforum.org 24-28 August 2014 • Davos • Switzerland
  • 2. Document Understand Simulate, Model, RISK Determine 5th International Disaster and Risk Conference IDRC 2014 ‘Integrative Risk Management - The role of science, technology & practice‘ Risk management Risk assessment & evaluation www.grforum.org 24-28 August 2014 • Davos • Switzerland
  • 3. What do DRM Users Need? • Up-to-date spatialised view of hazard extent (across several • Up-to-date information on exposure of people and assets (and ability to project change) • Comprehensive information on past disasters (to assist in risk • Ability to modify key parameters and project impact • Ability to project cumulative effect of risk and correlations • Ability to integrate analysis in a single tool • Ability to produce information (layers) for ingestion in other tools 5th International Disaster and Risk Conference IDRC 2014 identification) ‘Integrative Risk Management - The role of science, technology & practice‘ hazards) www.grforum.org 24-28 August 2014 • Davos • Switzerland
  • 4. 5th International Disaster and Risk Conference IDRC 2014 RASOR Structure ‘Integrative Risk Management - The role of science, technology & practice‘ www.grforum.org 24-28 August 2014 • Davos • Switzerland
  • 5. RASOR – other data partners and plug-ins, tools for data preparation and analysis – existing and prospective 5th International Disaster and Risk Conference IDRC 2014 ‘Integrative Risk Management - The role of science, technology & practice‘ www.grforum.org 24-28 August 2014 • Davos • Switzerland InaSAFE Your tool/organisation here?
  • 6. Exposure Data Extraction Example 5th International Disaster and Risk Conference IDRC 2014 ‘Integrative Risk Management - The role of science, technology & practice‘ www.grforum.org 24-28 August 2014 • Davos • Switzerland
  • 7. Set up of requested assets (population, infrastructure DB) 5th International Disaster and Risk Conference IDRC 2014 ‘Integrative Risk Management - The role of science, technology & practice‘ www.grforum.org 24-28 August 2014 • Davos • Switzerland over tests sites Urban density ranking, Seveso sites, Power plant, electric nodes, Population census disaggregate at higher level Exposure example (2)
  • 8. Flood Risk Assessment • Delft 3D FLOW - Open source 2D shallow water eqs • Drying and flooding of grid cells • Rectangular or curvilinear grids • Nested grids 5th International Disaster and Risk Conference IDRC 2014 ‘Integrative Risk Management - The role of science, technology & practice‘ www.grforum.org 24-28 August 2014 • Davos • Switzerland
  • 9. FAST: tool development/ prototype in Delft Dashboard (ongoing) Result < 1 minute Specify tsunami amplitudes (may also use any other tool or ASCII editor) 5th International Disaster and Risk Conference IDRC 2014 Area selection and generation of DEM / bathymetry using global data with desired resolution ‘Integrative Risk Management - The role of science, technology & practice‘ Generation of input points at desired intervals for tsunami wave amplitudes www.grforum.org 24-28 August 2014 • Davos • Switzerland The computation module is yet to be made an excutable (windows based)
  • 10. Historical Disaster Extent Example – Flood Polygons Processing of EO data in order to derived on a DB of disaster extent, disaster frequency and/or duration Gonaïves, Haïti • 2004 • 2008 Event duration over 15 days 5th International Disaster and Risk Conference IDRC 2014 Event duration over 5 days ‘Integrative Risk Management - The role of science, technology & practice‘ www.grforum.org 24-28 August 2014 • Davos • Switzerland
  • 11. Water depth 48hr 5th International Disaster and Risk Conference IDRC 2014 ‘Integrative Risk Management - The role of science, technology & practice‘ www.grforum.org 24-28 August 2014 • Davos • Switzerland
  • 12. Seismic Example, Bandung (Java) Lembang Fault location, L Length: 27 km -> Max magnitude m ~7 Event rate R yet unknown RASOR EO-data products: Location of further active faults, Ln Estimate of their length and max magnitude mn Inter-seismic deformation rates from InSAR to estimate Rn Updated hazard scenarios From in situ data/obs: 5th International Disaster and Risk Conference IDRC 2014 ‘Integrative Risk Management - The role of science, technology & practice‘ www.grforum.org 24-28 August 2014 • Davos • Switzerland
  • 13. RASOR – what does it do? – Mitigation: compile new analysis with or without in-situ data in hours or days instead of weeks – Warning: update existing risk analysis with NRT data from satellites as risk materializes; projections of future impact – Response: mark up data layers and inject new information to refine analysis – Recovery: track assets and support logistics of major recovery in NRT – Past case studies of events, current situations, future scenarios – Multiple variables, sectoral perspectives, inter-related hazards – Evolving exposure and hazards – Flexible outputs – VHR DEMs (TanDEM-X and Pleiades) – Satellite-based visualization – Hazard: from known data bases and new EO-based sources – Exposure: from global data bases and newly extracted EO-based – Vulnerability: from in-situ information when available 5th International Disaster and Risk Conference IDRC 2014 ‘Integrative Risk Management - The role of science, technology & practice‘ • Rapid: and months • Analysis: • Spatialisation: • Risk: www.grforum.org 24-28 August 2014 • Davos • Switzerland
  • 14. Objectives by Phase – Demonstrate technical feasibility of integrated solution (five case studies) – Develop business model and business planning for next phases – Develop end user awareness and interest – Develop prototype tool for global applications – Provide proto-operational services with targeted users – Operational services on all three tracks (global, national, local) 5th International Disaster and Risk Conference IDRC 2014 • RASOR Phase 1 • RASOR Phase 2 • RASOR Phase 3 ‘Integrative Risk Management - The role of science, technology & practice‘ www.grforum.org 24-28 August 2014 • Davos • Switzerland
  • 15. Added value for the Post 2015 Framework for Disaster Risk Reduction • How did your work support the implementation of the Hyogo Framework for Action: – Just beginning now • From your perspective what are the main gaps, needs and further steps to be addressed in the Post 2015 Framework for Disaster Risk Reduction in – Research: increased effort required to adapt technologies to user – Education & Training: satellite EO is a powerful and compelling tool to train local decision-makers on risk assessment – Implementation & Practice & Policy: satellite EO offers a globally applicable, objective means of measuring risk and progress of risk reduction 5th International Disaster and Risk Conference IDRC 2014 communities ‘Integrative Risk Management - The role of science, technology & practice‘ www.grforum.org 24-28 August 2014 • Davos • Switzerland
  • 16. SUPPORTING PARTNERS • World Bank (WB)/Global Facility for Disaster Reduction and Recovery (GFDRR) International Organisation • UNITAR’S Operational Satellite Applications Programme (UNOSAT) International Organisation • Munich Reinsurance Germany • Risk Management Solutions (RMS) United Kingdom • Caribbean Institute for Meteorology & Hydrology (CIMH) CARICOM • University of the West Indies (UWI) CARICOM • Indonesia Ministry of Public Works – Research Center for Water Resources (RCWC) Indonesia • Italy National Civil Protection Department (DPC) Italy • Agenzia Regionale per la Protezione dell’Ambiente – Emilia Romagna (ARPA-SIMC) Italy • General Secretariat for Civil Protection of Greece (GSCP) Greece • Dutch Ministry of Environment and Infrastructure Netherlands • GEO Secretariat International Organisation • NASA – Caribbean Satellite Disaster Pilot & Global Regional End-to-end Disaster Pilot Lead (GEO) USA • CEOS Disaster SBA Chair International Organisation • Agenzia Spaziale Italiana (ASI) Italy • EARCS (European Association of Remote Sensing Companies) Belgium • Global Earthquake Model (GEM) International Organization • UN International Strategy for Disaster Reduction (UNISDR) International Organization 5th International Disaster and Risk Conference IDRC 2014 ‘Integrative Risk Management - The role of science, technology & practice‘ www.grforum.org 24-28 August 2014 • Davos • Switzerland
  • 17. 5th International Disaster and Risk Conference IDRC 2014 ‘Integrative Risk Management - The role of science, technology & practice‘ www.grforum.org 24-28 August 2014 • Davos • Switzerland

Hinweis der Redaktion

  1. This Task develops the analysis and post processing of the EO data to derive HI-Res stakes characterization on the test sites, including the merging of local and already available products (e.g. from GEOLAND 2) to be suitable for the RASOR platform processing with specific focus on risk scenarios calculation.