catastrophe-modelling 开源项目推荐（16 个）

OasisLMF /OasisLMF

Loss modelling framework.

GEMScienceTools /oq-vmtk

A repository for modelling and analysing multi-degree-of-freedom systems for response characterisation of global building classes

sr-murthy /oedtools

File validation and data sampling toolkit for the Simplitium Open Exposure Data (OED) (re)insurance exposure data format

mtazzari /OasisHurricane

A Python command-line utility for Linux that computes the economic loss for hurricanes in Florida and in the Gulf states

Atri2-code /Rainfall-Index-Parametric-Insurance-Pricing-Engine

Pricing and trigger-design engine for rainfall-index parametric crop insurance. Gamma/Weibull index fitting, Monte Carlo pricing with risk loadings, 40-year backtest, and quantified basis-risk analysis showing 33% of genuine loss years go uncompensated.

AsMagiic /hurricane-cat-model

Location-level Florida hurricane catastrophe model in Python: HURDAT2-calibrated hazard + physical wind field (Holland, Vickery-Wadhera, Kaplan-DeMaria), synthetic exposure, HAZUS-anchored vulnerability, OED/YLT/ELT formats, XoL reinsurance with reinstatements, gross/net AEP/OEP curves & PMLs, historical backtesting (Andrew, Ian).

duogvuu /australian-catastrophe-loss-analysis

Analysis of Australian natural catastrophe insurance losses (1967–2026) from ICA’s Historical Catastrophe List: inflation vs exposure normalisation, peril and state risk, Poisson frequency trends and heavy-tailed severity models. Python, SQLite, statsmodels, SciPy.

camillandreozzi /Damage_Data_Availability

Compatibility-first R pipeline for cross-country earthquake damage modelling. Harmonises asset-level building-damage data from Nepal (2015 Gorkha), Türkiye (2023) and Japan (2024 Noto), benchmarks within-country models, runs Nepal–Türkiye transfer, and isolates compatibility vs. classifier effects via simulation.

Grashopr-888 /Serie-des-catastrophes-Visualizing-dynamic-parameters-in-Faraday-Wave-Patterns

Final Project for Leiden University Media Technology MSc. involving an advanced processing sketch that simulates the effect of catastrophe types on Faraday Wave pattern morphology during audiovisual playback. All code by Trent Eriksen and inspired by research from Amber van der Tuin

qweeertz /germany-quake-risk

Scenario earthquake damage and risk for Germany: GEM building exposure disaggregated to a 1 km grid, OpenQuake hazard library, interactive map dashboard

forcemagic /2020-rollback

Eradicate all the silliness this year has given us ⚡

NavneetK04 /odisha-cyclone-risk

Climate-conditioned tropical cyclone risk model for coastal Odisha, covering hazard, exposure, vulnerability, loss, climate sensitivity and CAT XL pricing.

Rmakhari-data /flood-risk-monte-carlo-sa

Monte Carlo simulation modelling flood-related financial losses in South Africa using probabilistic risk analysis.

awkward-crow /njord

R package: design parametric windstorm covers for UK regions and measure their basis risk, using public data (ERA5, LitPop)

balramgupta569-bit /Catastrophe-Risk-Modeling-HURDAT2

Monte Carlo catastrophe risk model using NOAA HURDAT2 Atlantic hurricane data to estimate Expected Annual Loss (EAL), exceedance probabilities, and tail risk.

ministryofaayush /Extreme-Value-Theory

This repo serves as a guide for understanding what extreme value theory is, using the genextreme package.