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.
Products
10 Meter Gust Winds (EFI)
The Extreme Forecast Index (EFI) for gust winds at a height of 10 meters. EFI is a measurement of the deviation from the climate norm at that location, where the sign indicates the direction of deviation...
WindstormsForecastGlobal2 Meter Maximum Temperature (EFI)
The Extreme Forecast Index (EFI) for the maximum forecasted temperature at a height of 2 meters, given as a number between โ1 and 1. EFI is a measurement of the deviation from the climate norm at...
HeatwavesDroughtsWildfiresForecastGlobal2 Meter Minimum Temperature (EFI)
The Extreme Forecast Index (EFI) for the minimum forecasted temperature at a height of 2 meters, given as a number between -1 and 1. EFI is a measurement of the deviation from the climate norm at...
Cold WavesHydrometeorologicalForecastGlobalAccumulated Precipitation Forecast
The Accumulated Precipitation Forecast product provides short-term predictions of rainfall accumulations from radar- and satellite-based nowcasting techniques. It delivers timely and spatially detailed information on expected precipitation, supporting rapid decision-making in weather-sensitive contexts.
HydrometeorologicalFlash FloodsFloodsLandslidesNowcastingObservationMediterraneanEuropeanConvective Precipitation
The average total amount of water accumulated over a specified time period for a given area. Itโs given in meters of depth if all of the water was distributed evenly over each pixel.
HydrometeorologicalFlash FloodsFloodsForecastGlobalDrought Indicator on Precipitation
The Drought Indicator on Precipitation product provides long-term prediction of drought based on seasonal forecasts of precipitation. It delivers high-resolution forecasts on expected droughts, supporting decision making at national, regional and local levels.
DroughtsWildfiresForecastEuropeanEarly Action Recommendation
The Impact-based Safety Level product provided by Predict Services is the result of more than 20 years of experience in real-time risk assessment. It combines forecast, observation, and vulnerability data from every region of the...
Multi-HazardGlobalEarthquake and Volcanic Ash Fall Impact
UNINA-PLINIVS provides near real-time visualization of expected damage from earthquakes and volcanic ash fall in the Campi Flegrei area. The product supports civil protection authorities by translating seismic and volcanic scenarios into spatially distributed impact...
EarthquakesVolcanic EruptionsLoss EstimationRegionalEarthquake Damage and Loss Estimation
The aim of this product is to provide rapid earthquake damage and loss estimation, providing civil protection authorities with a spatial view of the extent of the impact. A first implementation supports earthquake rapid response across...
EarthquakesLoss EstimationRegionalEuropeanEarthquake Early Response and Impact Assessment in the Campi Flegrei area
The aim of this product is to provide earthquake early response and impact estimation at pilot site level, to support civil protection authorities for rapid situational awareness and preliminary assessment of potential damage. The objective is...
EarthquakesLoss EstimationLocalFine Particulate Matter
Forecast concentrations of Fine Particulate Matter defined as airborne particles with a diameter of 2.5 micrometers or less, (PM2.5), expressed in ฮผg/m3 and provided by CAMS (Copernicus Atmosphere Monitoring Service).
Air QualityForecastGlobalFire Occurrence Probability Index
The Fire Occurrence Probability Index (FOIP) is a fire danger index, combining the Canadian Fire Weather Index with remote observations of Vegetation Optical Depth to better predict landscape flammability. This is designed to improve fire danger...
WildfiresHeatwavesForecastGlobalFlash Flood Hazard Forecast
The Flash Flood Hazard Forecast product provides rapid assessments of potential flash-flood conditions by deriving hazard levels from radar- and satellite-based rainfall accumulation analyses.
Flash FloodsFloodsNowcastingObservationMediterraneanEuropeanGlobal Rainfall Estimation COSPARIN
COSPARIN (Spatial Contribution for Flood Risk Analysis) is a satellite- and terrain-driven QPE/QPF system introduced through an R&D program supported by the European Space Agency and approved by CNES (PREDICT Services). It uses geostationary and...
HydrometeorologicalDroughtsFlash FloodsFloodsObservationGlobalHot Dry Windy Index
Fire weather index calculated using surface-level humidity (vapor pressure deficit, VPD) and wind speed.
WildfiresHeatwavesForecastGlobalLandslide Early Warning System
The Landslide Early Warning System provides timely, location-specific estimates of the likelihood of rainfall-triggered landslides and debris flows. It integrates current and forecasted precipitation with pre-existing susceptibility information to produce hazard levels that support preparedness and...
Debris FlowLandslidesFlash FloodsFloodsNowcastingObservationEuropeanMaximum Wind Gust at 10m Height
Maximum forecasted wind gust over a specific interval of time at a standard 10m height, computed in the period from the forecast time to the following amount of interval time. This represents the highest speed wind...
WindstormsForecastGlobalPluvial Flood Hazard in Urban Areas
The Pluvial Flood Hazard in Urban Areas product provides early warnings of potential flooding caused by intense rainfall, with a specific focus on densely populated and impermeable urban environments. It integrates information from the accumulated...
FloodsFlash FloodsNowcastingObservationMediterraneanEuropeanProbability of Fire
A pure machine learning model trained on observed fire activity provides the probability of a fire to be detected given the predicted weather and fuel conditions.
WildfiresHeatwavesForecastGlobalQLARM Earthquake Loss Estimate Alerts
Earthquake loss alerts by the software QLARM (Quake Loss Assessment for Response and Mitigation). After every significant earthquake, the estimated number of fatalities and injured due to the collapse of buildings are calculated by QLARM,...
EarthquakesLoss EstimationGlobalSnow Accumulation on Road
The Snow Accumulation on Road product provides forecasts of the snow on pavement surfaces by deriving depth estimates from numerical weather prediction (NWP) models. It translates forecasted snowfall and surface temperatures into a quantitative measure...
SnowfallHydrometeorologicalForecastRegionalNationalSnow Impact on Traffic
The Snow Impact on Traffic product provides forecasts of traffic mobility disruption by deriving impact levels from numerical weather prediction (NWP) models. It translates the forecasted interaction of snowfall, rainfall, wind, temperature, and other related...
SnowfallHydrometeorologicalForecastRegionalNationalTotal Accumulated Precipitation
The total amount of water accumulated over a particular time period. This is measured in the depth of water in meters if it was spread over the whole pixel of the image. This will often look...
HydrometeorologicalFlash FloodsFloodsForecastGlobalTotal Column of Nitrogen Dioxide
Provides atmospheric monitoring and forecast of the total column of Nitrogen Dioxide, expressed in 1015 molecules / cm2 (provided by CAMS, the Copernicus Atmosphere Monitoring Service). It serves as an informative tool for air quality...
Air QualityForecastGlobalTotal Precipitation
This is a forecast of the total accumulated water, both liquid and frozen falling to the Earthโs surface, given in meters of water. Note that this is based on an average over each 9-kilometer pixel and...
HydrometeorologicalFlash FloodsFloodsForecastGlobalTotal Precipitation (EFI)
The Extreme Forecast Index (EFI) for the total precipitation in the area. EFI is a measurement of the deviation from the climate norm at that location, where the sign indicates the direction of deviation and the...
HydrometeorologicalFlash FloodsFloodsForecastGlobalTotal Snowfall
The average amount of snow fall accumulated over a specific time period for a given area. It is given in meters of depth of the equivalent water if that was distributed evenly over each pixel.
SnowfallHydrometeorologicalForecastGlobalVapour Pressure Deficit
A measure to quantify the difference between the amount of moisture in the air and the maximum amount that can be held in the air at a specific temperature. When this is high the air...
WildfiresHeatwavesForecastGlobalVolcanic Ash Plume Concentrations and Dispersion
This product provides early-warning information on volcanic ash plume concentrations and their atmospheric dispersion after explosive eruptions. It addresses the need for reliable and timely identification of hazardous ash clouds by combining dispersion modelling with...
Ash FallVolcanic EruptionsAir QualityForecastRegionalMediterraneanEuropeanGlobalWildfire Risk Assessment - FAIR Solution
The FAIR solution is an advanced wildfire risk assessment tool that combines artificial intelligence, high-resolution fuel maps, and wildfire spread modelling (with PROPAGATOR, a stochastic Cellular Automata wildfire model) to simulate how fires may evolve...
WildfiresForecastLocalRegionalMediterranean
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This project has received funding from the European Unionโs Horizon Europe programme for research and innovation under grant agreement No. 101121135.