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.

10 meter gust winds (EFI) product measuring deviations from the local climate norm to determine the intensity, direction, and likelihood of unusual or extreme weather events.

2 Meter Maximum Temperature (EFI) product measuring deviations from the local climate norm to determine the intensity, direction, and likelihood of unusual or extreme maximum temperature events.

2 Meter Minimum Temperature (EFI) product measuring deviations from the local climate norm to determine the intensity, direction, and likelihood of unusual or extreme minimum temperature events.

Accumulated Precipitation Forecast product providing short-term predictions of rainfall accumulations from radar- and satellite-based nowcasting techniques to deliver timely and spatially detailed information.

Convective precipitation product providing the average total amount of water accumulated over a specified time period for a given area to estimate precipitation depth distributed evenly over each pixel.

Drought Indicator on Precipitation product providing long-term predictions of drought based on seasonal forecasts of precipitation to deliver high-resolution forecasts supporting decision-making at national, regional, and local levels.

Impact-based Safety Level product combining forecast, observation, and vulnerability data from every region of the world to deliver real-time risk assessments and analyses carried out by on-call engineers from a crisis management room.

Earthquake and Volcanic Ash Fall Impact product translating seismic and volcanic scenarios into spatially distributed impact maps to visualize expected damage to buildings and infrastructure in the Campi Flegrei area.

Earthquake Damage and Loss Estimation product providing civil protection authorities with rapid, uniform estimates of residential building damage and human loss across Europe and the Alpes-Maritimes area.

Earthquake Early Response and Impact Assessment product providing civil protection authorities with rapid situational awareness and preliminary damage assessments within 1 to 3 seconds of a P-wave detection.

Fine Particulate Matter product providing forecast concentrations of airborne particles with a diameter of 2.5 micrometers or less (PM2.5) expressed in μg/m3.

Fire Occurrence Probability Index product combining the Canadian Fire Weather Index with remote observations of Vegetation Optical Depth to improve fire danger and landscape flammability predictions in fuel-limited environments.

Flash Flood Hazard Forecast product providing rapid assessments of potential flash-flood conditions by deriving hazard levels from radar- and satellite-based rainfall accumulation analyses.

Global Rainfall Estimation COSPARIN product producing worldwide rainfall estimates every 30 minutes at 5 km resolution to anticipate flash floods in areas without dense radar networks.

Hot Dry Windy Index product calculating fire weather danger using surface-level humidity and wind speed.

Landslide Early Warning System product integrating current and forecasted precipitation with susceptibility data to provide timely, location-specific hazard level estimates for rainfall-triggered landslides and debris flows.

Maximum Wind Gust at 10m Height product computing the highest forecasted wind speed sustained for at least 3 seconds over a specific time interval at a standard 10-meter height.

Pluvial Flood Hazard in Urban Areas product providing early warnings of potential flooding caused by intense rainfall by integrating information from accumulated precipitation nowcasting forecast products.

Probability of Fire product providing the probability of a fire being detected given predicted weather and fuel conditions using a machine learning model trained on observed fire activity.

QLARM product calculating estimated numbers of fatalities, injuries, and building damage following significant earthquakes, uploading data to the GOBEYOND Processing Core.

Snow Accumulation on Road product providing forecasts of snow on pavement surfaces by translating forecasted snowfall and surface temperatures into accumulation depth estimates in centimeters.

Snow Impact on Traffic product providing forecasts of traffic mobility disruption by translating the forecasted interaction of snowfall, rainfall, wind, temperature, and environmental factors into a categorized traffic index.

Total Accumulated Precipitation product measuring the total depth of water in meters accumulated over a particular time period spread over the whole pixel of an image.

Total Column of Nitrogen Dioxide product providing atmospheric monitoring and forecasts of total column nitrogen dioxide for air quality assessment, urban pollution tracking, and environmental health monitoring.

Total Precipitation product forecasting the total accumulated liquid and frozen water falling to the Earth’s surface, averaged over nine-kilometer pixels and measured in meters.

Total Precipitation (EFI) product measuring the deviation of total precipitation from the climate norm at a location, with absolute values indicating the direction and likelihood of unusual or extreme weather.

Total Snowfall product representing the average amount of snowfall accumulated over a specific time period for a given area, given in meters of equivalent water depth distributed evenly over each pixel.

Vapour Pressure Deficit product quantifying the difference between the amount of moisture in the air and the maximum amount it can hold at a specific temperature, where high deficits can lead to dry vegetation and larger wildfires.

Volcanic Ash Plume Concentrations and Dispersion product providing early-warning information on volcanic ash plume concentrations and atmospheric dispersion after explosive eruptions.

Wildfire Risk Assessment - FAIR Solution product combining artificial intelligence, high-resolution fuel maps, and wildfire spread modelling to simulate how fires may evolve and what impacts they could cause.
No matching entries found.


This project has received funding from the European Union’s Horizon Europe programme for research and innovation under grant agreement No. 101121135. Additional funding is provided by the Swiss Government.
