OpenQuake Engine: a software for Seismic Hazard and Risk Analysis
Climate indices for multi- and compound-hazard monitoring (drought, flood, wildfire, energy)
Loss modelling framework.
This integration uses official API to get weather warnings for Poland and storm warnings for Europe from https://burze.dzis.net.
[ DPhil project ] Extreme value theory and GANs to generate compound coastal hazards (wind speed + sea level pressure) from ERA5 reanalysis data over the Bay of Bengal. In development...
End-to-end industrial HAZOP monitoring system with synthetic sensor data generation, machine learning risk prediction, and real-time visualization. Features Python-based data generator, XGBoost classification, FastAPI model serving, Spring Boot middleware with WebSocket, Nginx gateway, PostgreSQL, and AdminLTE dashboard with Chart.js.
Helper functions for Djura applications
GRASS GIS addon t.water.hazard takes an input watermask STRDS generated by t.sentinel_1.water and calculates flood frequency and flood depth maps from it. Related to https://github.com/mundialis/vale/
Hydrological analysis of maximum rainfall intensity data to evaluate the return period of heavy rainfalls for different durations.
Nepal Multi-Hazard Early Warning System | TRĀYA - त्राय (Sanskrit - verbal root √trā, “to protect, save, deliver.”) | Detect. Warn. Protect | Earthquakes- Floods - Landslide
Geological Hazard Detection Project based on YOLOv8
DFCC - Debris-Flow Channel Classification: open-source implementation of Procedura DF (GUI, CLI, QGIS plugin, ArcGIS Pro toolbox)
Ground-motion fields for Hazard and Risk Applications
ER2 (Évaluateur rapide des risques) is a web application for multi-hazard simulations. Worker code.
A physics-informed neural network (PINN) designed for the automated inversion of non-Newtonian multiphase landslide and debris flow parameters using satellite observation tracking constraints. This repository provides a high-performance framework that integrates the modified Saint-Venant shallow water dynamics, Herschel-Bulkley/Bingham rheology...
Research repository for studying lightning climatology, atmospheric controls, multi-sensor lightning observations, and lightning-related mortality over India using LIS, ERA5, NRSC, NCRB, and GIS datasets.
Computes the short-term volcanic hazard based on monitoring data using the Bayesian Event Tree method.
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