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End-to-end risk model for Pavia using GEM tools 
Catalina Yepes Estrada 
GEM Foundation, Pavia, Italy
End-to-end risk model for Pavia using GEM tools 
Masters course on Risk Assessment and Loss Estimation
GEM Tools and models 
IDCT 
GEM Taxonomy 
FF Manager 
OQ engine 
SHARE model
Building Portfolio 
1255 Buildings 
40 Students 
12 Groups (by colors) 
≈ 10 hours to survey 100 buildings 
1220 Buildings were surveyed 
Mobile Android and Windows IDCT apps 
• 
detailed per-building exposure dataset
Building Portfolio 
Surveyed buildings according with the 
material of the lateral load resisting system 
Reinforced concrete 
Masonry, unknown 
Unreinforced masonry
Exposure model 
16 building typologies 
Replacement cost of 388 €/m2 
Total replacement cost ≈780 M€
Fragility and Vulnerability Functions
Fragility and Vulnerability Functions 
(Ahmadet al 2010)
Fragility and Vulnerability Functions 
(Ahmadet al 2010)
GEM Vulnerability Database
Hazard model from SHARE 
10% Probability of Exceedance in 50 Years 
[g] 
PGA ≈ 0.15g
Probabilistic Event-based Risk Calculator 
Set of ground motion fields 
Exposure model 
Vulnerability functions 
Loss curves 
Loss maps
Total loss exceedance curve and Average Annual Loss (AAL) 
AAL around 0.6% of the total replacement cost
Economic loss maps 
2%, 10% and 50% Probability of Exceedance in 50 years 
< 100€ 
140€-190€ 
300€-400€ 
> 600€ 
Thousand EUR
Except where otherwise noted, thiswork is licensed under: 
creativecommons.org/licenses/by-nc-nd/4.0/ 
Please attribute to the GEM Foundation with a link to - www.globalearthquakemodel.org

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End-to-end risk model for Pavia using GEM tools