Models

The GOBEYOND Product Catalogue provides an overview of the products and models developed within the project. It brings together information submitted by the project partners, presenting solutions related to geo- and weather-related hazards across different geographical sacles. The catalogue includes products implemented both within and outside the GOBEYOND Processing Core.

Models

  • Earthquake Early Response and Impact Assessment model for the Campi Flegrei area

    Earthquake Early Response and Impact Assessment model for the Campi Flegrei area

    The earthquake early response model relies on three basic ingredients: An on-site Earthquake Early Warning algorithm (Caruso et al., 2017), adapted to operate using only one second of seismic signals from earthquakes in the Campi Flegrei...

    Earthquakes
  • EASE โ€“ Earthquake and Ashfall Scenario Evaluation

    EASE โ€“ Earthquake and Ashfall Scenario Evaluation

    EASE is an impact scenario assessment model developed by UNINA-PLINIVS to support civil protection planning and emergency management in volcanic areas. It estimates expected damage from precursor earthquakes and volcanic ash fall by integrating hazard...

    Earthquakes
  • Flash Flood Early Warning System (FF-EWS)

    Flash Flood Early Warning System (FF-EWS)

    Algorithm for estimating hourly forecasts of flash flood impact levels over the river network for the next 6 hours. It integrates precipitation from radar mosaic derived nowcasts and forecasts with information about population and critical...

    Flash Floods
  • FLEXPART Lagrangian Model

    FLEXPART Lagrangian Model

    FLEXPART is a state-of-the-art Lagrangian particle dispersion model (Kristiansen et al., 2014; Pisso et al., 2019; Stohl et al., 2011) widely used for simulating the atmospheric transport and deposition of aerosols and trace gases, including...

    Volcanic Eruptions
  • Integrated Forecasting System

    Integrated Forecasting System

    The Integrated Forecasting System includes a sophisticated data assimilation system and a global numerical model of the Earth system. The data assimilation system combines the latest weather observations with a recent forecast to obtain the best...

    Cold WavesDroughtsFlash FloodsFloodsHeatwavesHydrometeorologicalSnowfallWildfiresWindstorms
  • Landslide Early Warning Algorithm

    Landslide Early Warning Algorithm

    This is an algorithm that provides real-time hazard assessments of rainfall-induced landslides and debris flow, applying a fuzzy-logic approach to combine two key components. - Susceptibility information (static component), obtained from the combination of different geo-morphological...

    Debris FlowLandslides
  • Precipitation Nowcasting Algorithm

    Precipitation Nowcasting Algorithm

    Algorithm for very-short-term precipitation forecasting based on the extrapolation of precipitation observations according to the estimated motion. It is composed of two different modules. The first module, precipitation tracking, estimates the motion field with a given...

    Hydrometeorological
  • PROPAGATOR

    PROPAGATOR

    PROPAGATOR is a stochastic, cellular automataโ€“based wildfire spread simulator designed for operational fire risk assessment and emergency management support. The model represents the landscape as a regular raster grid in which each cell can be...

    Wildfires
  • QLARM

    QLARM

    The QLARM software calculates the approximate Intensity of ground motion (or acceleration), expected damage, number of fatalities and injured due to shaking by earthquakes within 26 minutes (median), accompanied by maps of the strongly affected...

    Earthquakes
  • Rapid Seismic Damage Assessment Model for Alpes-Maritimes

    Rapid Seismic Damage Assessment Model for Alpes-Maritimes

    The Rapid Damage Assessment model builds upon three main components: - A building exposure database for France (Negulescu et al., 2025), which has been extracted from the building census database at the municipality (and infra-municipality) level,...

    Earthquakes
  • Rapid Seismic Damage Assessment Model for Europe

    Rapid Seismic Damage Assessment Model for Europe

    The Rapid Damage Assessment model builds upon three main components: A building exposure database for Europe (Gehl et al., 2025), which has been assembled by performing a spatial disaggregation of the EFEHR Exposure model (Crowley et...

    Earthquakes
  • Seasonal Drought Forecast

    Seasonal Drought Forecast

    The European Centre for Medium-Range Weather Forecasts produces each month a European-scale seasonal weather forecast from the SEA5 model. The forecasts consist of a set of 51 equiprobable members that have a daily time resolution...

    Droughts
  • Snow Accumulation and Road Algorithm

    Snow Accumulation and Road Algorithm

    Generates hourly forecasts of road conditions across the network for a 3-day horizon. By processing atmospheric inputs from numerical weather prediction (NWP) models - including precipitation, wind, radiation, and dew point - it derives specific...

    Snowfall

This project has received funding from the European Unionโ€™s Horizon Europe programme for research and innovation under grant agreement No. 101121135.

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