Oasis Resource Library

Knowledge Resources for Catastrophe Modelling

The aim of this page is to provide background material to cover concepts across many areas of catastrophe modelling.

It contains videos and documents discussing several aspects of modelling from the core natural catastrophe perils to the statistical approaches of the financial module.

Oasis Overview

Technical Videos

Core Perils

Developing World

Community Discussions

Peril Documentation

Papers and Research

A global flood risk modelling framework built with climate models and machine learning Read article Adjusting catastrophe model ensembles using importance sampling Read article Climate Change Risk Assessment for the Insurance Industry Read report Comparing an insurer’s perspective on building damages with modelled damages from pan-European winter windstorm event sets View PDF Comparison of Local and Basinwide Methods for Risk Assessment of Tropical Cyclone Landfall Read article Extreme wind return periods from tropical cyclones in Bangladesh Read article Impact of future tsunamis from the Java trench on household welfare Read article Making confident decisions with model ensembles Read article Managing Physical Climate Risk – Leveraging innovations in catastrophe risk modelling Read report Modelling clustering of natural hazard phenomena and the effect on re/insurance loss perspectives Read article Natural Hazard Risk Assessment for an Insurance Program Read article Normative approach to risk management for insurers Read article Pricing risk-based catastrophe bonds for earthquakes at an urban scale Read article Quantifying the sources of simulation uncertainty in natural catastrophe models Read article Reasoning about extreme events – A review of behavioural biases in relation to catastrophe risks View PDF Statistical modelling of North Atlantic tropical cyclone tracks Read article The Most Dangerous Model: A Natural Benchmark for Assessing Model Risk View PDF The RMS TC-Rain Model Read article Tropical cyclone simulations over Bangladesh at convection-permitting resolution Read article Tropical Cyclones and Climate Change Assessment: Part II – Projected Response to Anthropogenic Warming Read article Uncertainty, imprecision, and the precautionary principle in climate change assessment View PDF

Oasis Documentation

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