Global Assessment Report on Disaster Risk Reduction 2015
Making development sustainable: The future of disaster risk management


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54
Part I - Chapter 3
3.1 Accumulating contingent
liabilities
While historical losses can explain the past, they do not necessarily provide a good guide to the future. Most disasters that could happen have not happened yet (UNISDR, 2013a

UNISDR. 2013a,Global Assessment Report on Disaster Risk Reduction: From Shared Risk to Shared Value: the Business Case for Disaster Risk Reduction, Geneva, Switzerland: UNISDR.. .
). Probabilistic risk assessment simulates those future disasters which, based on scientific evidence, are likely to occur. As a result, these risk assessments resolve the problem posed by the limits of historical data. Even if a full century of historical data exists on extreme flooding and drought events in a country, any model derived from that data would not be able to forecast the previous extremes that had occurred over the past 1,000 years (Figure 3.1).
Probabilistic models therefore “complete” historical records by reproducing the physics of the phenomena and recreating the intensity of a large number of synthetic events. As such, they provide a more complete picture of the full spectrum of future risks than is possible with historical data. While the scientific data and knowledge used is still incomplete, provided that their inherent uncertainty is recognized, these models can provide guidance on the likely “order of magnitude” of risks.
The results of probabilistic risk models are normally presented in terms of metrics such as average annual loss (AAL). The AAL is the average expected loss annualized over a long time frame.
Figure 3.1 The small sample size of hazard records
(Source: GFDRR, 2014.)
While historical losses can explain the past, they do not necessarily provide a good guide to the future. Most disasters that could happen have not happened yet.
The global expected average annual loss (AAL) in the built environment associated with tropical cyclones (wind and storm surge), earthquakes, tsunamis and floods is now estimated at US$314 billion. This risk presents a real challenge to the global agenda of sustainable development.
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