Building Catastrophe Models With Open Data And Open Software

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Building Catastrophe Models With Open Data And Open Software
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A catastrophe model is a tool/technique which estimates the potential loss of property and life following a major catastrophic event. Different types of events or perils are modelled including; windstorm, earthquake, flood, and storm surge. ELEMENTS is the in-house catastrophe modelling software which is developed by Impact Forecasting, part of Aon Benfield Analytics. Behind the software are models for a wide range of different event and peril types across many countries and regions of the world. To develop the different components of the catastrophe model, Impact Forecasting use a variety of proprietary and open solutions. Open Data sources such as OpenStreetMap, SRTM, CORINE land cover datasets are used, amongst others. The open-source programming language, Python, is also used extensively to create hazard footprints and files needed for the catastrophe model. The use of Open Source software and Open Data supplemented with other available proprietary data sources allow Impact Forecasting to build more flexible and transparent catastrophe models.
Dialect Mathematical model Building Open source Open set Mathematical model Mathematical model Open set Mathematical model Computer animation Personal digital assistant Oval Visualization (computer graphics) Nichtlineares Gleichungssystem
Area Group action Online help Client (computing) Mereology Field (computer science) Mathematical model Data management Event horizon Computer animation Insertion loss Personal digital assistant Strategy game Service-oriented architecture Data type
Dataflow Building Software developer Texture mapping Connectivity (graph theory) Maxima and minima Denial-of-service attack Insertion loss Limit (category theory) Function (mathematics) Content (media) Event horizon Mathematical model Mathematical model Element (mathematics) Number Component-based software engineering Radius Visualization (computer graphics) Hazard (2005 film) Addressing mode Physical system Vulnerability (computing) Exception handling Vulnerability (computing) Mathematical model Characteristic polynomial Software developer Closed set Bit Set (mathematics) Element (mathematics) Mathematical model Number Uniform resource locator Frequency Computer animation Integrated development environment Personal digital assistant Calculation Computing platform Video game Summierbarkeit Figurate number Data structure
Metropolitan area network Building Mathematical model Online help State of matter Covering space Regulator gene Execution unit Menu (computing) Online help Mathematical model Mathematical model Element (mathematics) Mathematical model Prime ideal Computer animation Natural number Natural number Physical law Conditional-access module Form (programming) Computer-assisted translation
Standard deviation Sensitivity analysis Slide rule Functional (mathematics) Mapping Concurrency (computer science) Table (information) Connectivity (graph theory) Multiplication sign Mathematical model Event horizon Neuroinformatik Element (mathematics) Explosion Stochastic Single-precision floating-point format Visualization (computer graphics) Software Reduction of order Utility software Hazard (2005 film) Pairwise comparison Identity management Area Metropolitan area network Vulnerability (computing) Dialect Matching (graph theory) Mathematical model Software developer Closed set Open source Bit Open set Human migration Component-based software engineering Computer animation Personal digital assistant Table (information) Freeware
Point (geometry) Building Digital electronics Building Multiplication sign Time zone Mathematical model Medical imaging Uniform resource locator Population density Computer animation Different (Kate Ryan album) Hazard (2005 film) Reading (process)
Time zone Mathematical model Distribution (mathematics) Building Weight Time zone Instance (computer science) Port scanner Medical imaging Frequency Event horizon Computer animation Function (mathematics) Authorization Energy level Hazard (2005 film) Energy level Information
Slide rule Table (information) Link (knot theory) Variety (linguistics) Denial-of-service attack Menu (computing) Disk read-and-write head Event horizon Code Mathematical model Number Personal digital assistant Hardware-in-the-loop simulation Maize Mathematical model Open source Data storage device Code Bit Denial-of-service attack Set (mathematics) Open set Event horizon Computer animation Personal digital assistant Computer cluster Different (Kate Ryan album) Energy level Quicksort Table (information) Local ring
Point (geometry) Presentation of a group Freeware Mapping Service (economics) Computer file Variety (linguistics) Open set Counting Mathematical model Mathematical model Element (mathematics) Geometry Pointer (computer programming) Insertion loss Computer configuration Visualization (computer graphics) Hazard (2005 film) Extension (kinesiology) Mathematical model Server (computing) Open source Division (mathematics) Port scanner Open set Element (mathematics) Component-based software engineering Process (computing) Computer animation Visualization (computer graphics) Personal digital assistant Video game Quicksort Whiteboard Task (computing) Extension (kinesiology)
Spectrum (functional analysis) Code Texture mapping Insertion loss Average Total S.A. Event horizon Mathematical model Proper map Google Earth Neuroinformatik Mixture model Insertion loss Visualization (computer graphics) Software Bus (computing) Damping Hazard (2005 film) Summierbarkeit Boss Corporation Dialect Mathematical model Building State of matter Code Process (computing) Event horizon Computer animation Uniform resource name Right angle Energy level Resultant
Point (geometry) Presentation of a group Building Table (information) Shape (magazine) Mathematical model Mathematics Software Hazard (2005 film) Vulnerability (computing) Mathematical model Information View (database) Computer file Open source Sound effect Bit Exponential function Open set Element (mathematics) Mathematical model Component-based software engineering Mathematics Computer animation Different (Kate Ryan album) Cycle (graph theory) Resultant
Point (geometry) Standard deviation Color confinement Mapping View (database) Canonical ensemble Mathematical model Mathematical model Proper map Goodness of fit Software Visualization (computer graphics) output Physical system Noise (electronics) Mathematical model Online help Open source Set (mathematics) Element (mathematics) Open set Mathematical model Component-based software engineering Process (computing) Computer animation Visualization (computer graphics) Different (Kate Ryan album) Key (cryptography) Quicksort Catastrophism Task (computing)
Suite (music) Group action Building State of matter Multiplication sign Decision theory Execution unit Boom (sailing) Insertion loss Water vapor Open set Function (mathematics) Disk read-and-write head Mathematical model Web 2.0 Sign (mathematics) Computer configuration Oval Series (mathematics) Physical system Algorithm Moment (mathematics) Sampling (statistics) Bit Flow separation Demoscene Arithmetic mean Data model Digital photography Process (computing) Telecommunication Right angle Quicksort Resultant Web page Slide rule Functional (mathematics) Service (economics) Connectivity (graph theory) Virtual machine Device driver Mathematical model Event horizon Product (business) Element (mathematics) Goodness of fit Fluid Authorization Energy level Metropolitan area network Information Projective plane Physical law Counting Incidence algebra Frame problem Database normalization Uniform resource locator Computer animation Personal digital assistant Video game Musical ensemble Game theory
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