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Workers Comp Earthquake

 

Belgium
Belgium River Flood

Europe Earthquake

Europe Windstorm

HailCalc Europe

Belgium River Flood

River flooding is a leading cause of insured loss in Belgium. In the 1990s, river flooding resulted in estimated insured losses of approximately €1 billion, and the risk of future losses is likely to increase. The RMS™ Belgium River Flood Model provides high-resolution capability to price and underwrite policies and effectively manage company-specific flood aggregates and exposure. The stochastic event set contains a wide range of possible winter and summer river flood events that cause losses both on and off the major floodplains in Belgium, with losses developed from high-resolution hazard information, and features a full-suite of Belgium-specific inundation and direct rainfall vulnerability functions. Winter floods frequently affect large areas as rain falls on saturated ground over a prolonged period, causing many rivers to inundate surrounding areas, and can cause large losses on major flood plains. By contrast, summer flooding is characterized by intense rainfall over relatively short time periods, causing significant off-floodplain flooding in addition to flooding on major rivers.

The losses from a number of important recent flood events have been reconstructed using Calamity Fund loss data, including those in 1993, 1995, and 1998. RMS estimates that the insured loss from a recurrence of the flood event in September 1998 would be €300-400 million.

RMS has considerable experience in the development of river flood models, having constructed and released the first high-resolution model on the market for the U.K. in 2001. The Belgium River Flood Model represents the next step in the development of RMS' pan-European river flood platform, which will feature a Europe-wide stochastic event set and will allow, for the first time, the calculation of correlated flood risk across Europe.

Model Highlights
Stochastic event set of over 3,200 events, featuring a wide range of summer and winter floods events
Flood propagation over 20-meter digital terrain model
Probabilistic model of flood defense performance
Includes off-floodplain flooding from small streams, sheetflow, and drainage overflow
Belgium-specific inundation and direct rain vulnerability functions
7 distinct residential building classes and 4 distinct commercial and industrial classes, with 3 height ranges
General vulnerability classes where the occupancy or height is unknown
3 vulnerability regions for direct rain loss from urban flooding, surface runoff, and blocked drains
Calibrated using recent events and return period statistics

Geographic Scope

Belgium

Exposure data Resolution

River flood risk can be analyzed at Latitude/Longitude (VRG), Four-figure Postcode, or CRESTA.

Europe Earthquake - Belgium

Seismicity in Europe

 

Europe has a long and complex history of seismic activity. The convergence of the Eurasian and African plates across the Mediterranean has resulted in a wide zone of collision tectonics and the formation of smaller microplates along the plate boundary zone. Seismic activity generally decreases northward away from the Mediterranean region through the Alps.  North of the Alps, within the interior of the Eurasian plate, earthquakes are associated with several slowly deforming rift zones created by extensional forces.     

 

Belgium’s Seismic Risk

 

Belgium lies at the northern end of the Lower Rhine Graben rift zone. Seismic activity varies across the country, with the highest risk in the south and east.  Belgium has experienced several notable earthquakes in its past, although the strongest instrumentally recorded earthquake in Belgium actually occurred in the Netherlands near Roermond — the 1992 magnitude 5.3 event was widely felt across parts of Belgium and Germany. In Belgium, a magnitude 4.9 earthquake struck beneath the western suburbs of Liege in 1983, causing an estimated loss of up to US$80 million (1983 values).  In 1692, an earthquake struck Verviers, Belgium, causing widespread damage from Kent, England to Champagne, France. 

Underwriting and managing earthquake insurance in this environment is a complex undertaking.  Released in 2007, the RMS® Europe Earthquake Model helps insurers and reinsurers in this task by quantifying risk across various regions and a wide variety of construction types.

Model Highlights

Stochastic database of earthquake events based on long recorded history of earthquakes in Europe. The full Europe Earthquake model includes over 45,000 simulated earthquakes
High-resolution hazard modeling using the RMS variable resolution grid (VRG); includes databases for soil type and liquefaction susceptibility
RMS third-generation earthquake modeling incorporating spectral response approach to building damage calculations
Vulnerability functions capturing the unique behavior of European building stock, including regional variations with building inventory data in case of unknown primary characteristics
Building vulnerability curves developed through RMS research and collaboration with local experts
Broad suite of secondary modifiers to help refine building damage assessment

Geographic Scope

All of Belgium

Exposure data Resolution

Data input supported at the following levels of resolution: latitude/longitude, street address, street name, postal code, city, commune, and CRESTA zone

Related Models

Industrial Facilities Model

 

HailCalc Europe

Hail produced by severe thunderstorms can cause severe, though localized, levels of damage in Europe, which is usually covered in standard windstorm policies, and therefore contributes significantly to the average annual loss (AAL) in this region. For some countries, hail losses can total up to over one third of the AAL from winter windstorms.

Much of central Europe is prone to severe thunderstorms during May to September, particularly around the Alpine foreland. The risk from this peril is highlighted by the 1984 Munich Hailstorm, which caused more than €1.5 billion damage in today’s values, around half of which was insured. Since then, insurance penetration increased and property values at risk have continued to rise, thus the expected losses from a similar event today would be much higher. However, while such intense hailstorms can occur every two to three years, the narrow footprint of severe damage means that the probability of such an event passing over a densely urbanized area and generating large insured loss is much lower.

HailCalc Europe is designed for portfolio EP analysis and reinsurance purchasing. The software originated in 2001 from research into the relationship between radar measurements and hail losses in Switzerland. A unique method takes hail kinetic energy derived from radar data and translates this into hailstorm footprints. Hail kinetic energy represents the time-integrated volume of hailfall in a particular location that can be directly related to the intensity and extent of hail damage. The original researchers collaborated with Swiss Re to extend the methodology across Europe, blending this innovative methodology with Swiss Re’s wealth of expertise and large volume of claims data to derive damage functions. A catalog of nearly 2,000 historical hailstorms was developed from operational radar data and combined with additional climatological and meteorological data to generate the stochastic event set on a 3 km-x-3 km grid spanning eight European countries.

RMS’ acquisition of HailCalc Europe complements the latest RMS Europe Windstorm Model, which includes a separate component to model wind-related losses from severe thunderstorms in addition to winterstorms. The combination of the two models will uniquely enable RMS clients to assess their risk from key sources of windstorm loss. Regionally-based insurance companies with business in hail-exposed areas will particularly benefit from the addition of severe thunderstorm loss modeling to the long-established RMS suite of peril models. The model will also be highly valuable for auto insurers, as auto claims can contribute to up to 70% of hail damages.



Model Highlights

Stochastic event set generated from a comprehensive database of 1,800 historical hailstorms derived through complex processing of operational radar

Hazard and risk modeling are carried out at high resolution on a 3 km-by-3 km grid and allow correlation of risk across multiple countries

Vulnerability model development work carried out in partnership with Swiss Re, providing access to inventory information, insured exposure and claims data

Models leading lines of business for each country: Residential, Commercial, Industrial, Agricultural and Auto

Validated using detailed loss data from recent events

Geographic Scope

HailCalc Europe covers the following eight countries: Austria, Belgium, France, Germany, Italy, Luxembourg, Netherlands, and Switzerland.

Exposure Data Resolution

HailCalc Europe incorporates a different geocoding technique than that used by the RMS models. For all modeled countries, only exposure data aggregated to CRESTA - or country-level is supported. During data import, HailCalc Europe disaggregates the imported exposure onto a 3 km-by-3 km grid using inventory maps developed with Swiss Re. The loss calculations are performed at this grid level resolution and are re-aggregated for output.

RMS provides HailCalc Europe as a standalone software platform, separate from RiskLink® and RiskBrowser®, in its original format without any modifications. As part of the version 7.0 release in Spring 2007, functionality will be included to allow users to import HailCalc Europe losses into RiskLink to group hail losses with any other RiskLink modeled losses and apply required treaties. Future RMS research and development will focus on upgrading the peril model to enable location-level loss modeling and fully integrate the model into RiskLink and RiskBrowser.

 

Europe Windstorm

Extra-tropical cyclone (ETC) risk in Northern Europe is one of the most complex climatic phenomena in the world to model. The generally swift moving, broad-reaching storms affect wide areas with relatively low-levels of damage at individual sites compared to their tropical counterparts. However, due to their breadth and relatively high frequency of occurrence, losses can accumulate to extraordinary levels in any given year. The most exposed area to high windspeeds from ETCs is the western edge of Europe, particularly Ireland and Britain, while other parts of Europe, particularly to the south and east in Austria and Switzerland, are exposed to relatively frequent damaging winds from summer thunderstorms.

Since 1996, RMS has continually developed state-of-the-art databases and associated methodologies to quantify Europe Windstorm risk. The RMS® Europe Windstorm Model includes a comprehensive suite of wind events enabling loss calculations both from large-scale extra-tropical winter-storms, such as windstorms Anatol, Lothar, and Martin in 1999, and from smaller-scale summer thunderstorm events, such as the Birmingham Tornado in 2005. The model allows seamless modeling across 12 countries, including the effects of post-event loss amplification.

Unlike regions affected by tropical cyclones, Europe has no single agency, authority, or publication that has created a comprehensive catalog of significant ETC storms over the past century. Therefore, RMS has compiled a unique catalog of more than 2,500 storms, spanning 138 years, using daily meteorological archives from many European countries and agencies, and has used statistical techniques to combine this original research with information from numerical weather models and climate models. This comprehensive blend of techniques and data sources has been woven together in a long-term simulation of possible windstorm events with realistic tracks, frequency and severity distributions, which are essential for a fully probabilistic assessment of windstorm risk. Incorporating vulnerability functions calibrated against volumes of historical insured claims data, and integrating them within the framework of the RMS financial model has resulted in a comprehensive, state-of-the-art catastrophe model.

The RMS Europe Windstorm Model is used by major European insurers, leading reinsurers in all major global markets, and capital market constituents in the development of alternative risk transfer securities.

Model Highlights

Comprehensive assessment of wind-related risk from both ETC-winterstorms and severe thunderstorms

Incorporates a pioneering blend of numerical and parametric modeling to capture the intricate windfield structures typical of European windstorms

Basin-wide track modeling, based on unique, comprehensive RMS’ track database—essential to producing possible future outcomes that are very different from what has occurred in the last 50 years

Validated using insured loss data from 14 historical storms spanning many countries

Incorporates high-resolution modeling of ETC-associated storm surge in the U.K.

Models leading lines of business in each country, and the impact of post-event loss amplification
Provides unique capabilities to model "clash" between individual countries
Rigorously validated against independent meteorological datasets
High-resolution wind calculations underpinned by detailed models of upwind terrain conditions

Geographic Scope

The RMS Europe Windstorm Model covers the following countries: Austria, Belgium, Denmark, France, Germany, Ireland, Luxembourg, Netherlands, Norway, Sweden, Switzerland and the United Kingdom.

Exposure Data Resolution

The RMS Europe Windstorm Model supports analyses at the following geographic resolution in each country:

Austria: Latitude/longitude, Street Address, Postcode, Gemeinde, or CRESTA Zone
Belgium: Latitude/longitude, Street Address, Postcode, Province, or CRESTA Zone
Denmark: Latitude/longitude, Street Address, Postcode, Amt, or CRESTA Zone
France: Latitude/longitude, Street Address, Postcode, Departement, or CRESTA Zone
Germany: Latitude/longitude, Street Address, Postcode, State, or CRESTA Zone
Ireland: Latitude/longitude, Street Address, Dublin Postcode, County, or Province
Luxembourg: Latitude/longitude, Street Address, City, District, or CRESTA Zone
Netherlands: Latitude/longitude, Street Address, Postcode, Province, or CRESTA Zone
Norway: Latitude/longitude, Street Address, Postcode, or Fylke
Sweden: Latitude/longitude, Street Address, Postcode, Lan, or CRESTA Zone
Switzerland: Latitude/longitude, Street Address, Postcode, or Canton
United Kingdom: Latitude/longitude, Street Address, Postcode District, Postcode Sector, or CRESTA Zone

 

 

Related Information

Belgium River Flood Brochure

Europe Earthquake Press Release

 

Europe Earthquake Brochure

Europe Earthquake Brochure (German)

Europe Earthquake Brochure (Italian)

Europe Windstorm Brochure

HailCalc Europe Press Release

 

HailCalc Europe Brochure

HailCalc Europe Brochure (German)

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