From Data to Real-World Impact
e-genesis produces a set of integrated products and services that turn Earth Observation, AI and advanced modelling into actionable intelligence for a more resilient Europe.
Biodiversity Resilience
Products for ecosystems, habitats and biodiversity monitoring
What will e-genesis bring to the table?
e-genesis will produce complementary products to the existing CLMS ones.
Forecasting
- Forecasts of change in CLMS vegetation indicators in response to seasonal climate exposure ranging from one to several months
- Forecasts of change in CLMS water content indicators in response to seasonal climate exposure ranging from one to several months
Long-Term Ecosystem Trends
- Long-term trends from the 1980s onward in CLMS vegetation indicators
- Long-term trends from the 1980s onward in CLMS water content indicators
Integrated Health
- Integrated “Health” indicator for wetlands
- Integrated “Health” indicator for grasslands
- Annual woody feature maps
Water Resilience
Products for water availability, demand and risk monitoring
What will e-genesis bring to the table?
e-genesis will update its water information monthly for the EU, showing expected conditions day by day for up to 215 days ahead.
Seasonal Forecasting
- Bias-adjusted and downscaled C3S seasonal forecasts, enhanced through Generative AI, from 1° to 0.1° resolution
- Seasonal probabilities of Soil Water Index (SWI) at different soil depths, indicating vegetation water availability and groundwater recharge.
- Seasonal probabilities of Snow Water Equivalent (SWE), at 5 km resolution across the EU and 1 km over mountainous areas
- Seasonal changes in groundwater storage to support water management and assessment of available water resources
- Seasonal streamflow probabilities for 650,000 stream sections in small catchments, supporting reservoir management and river water-use planning
Water Demand &
Economic Impact
- Catchment-scale water demand information
- Economic analysis of water-use benefits, extending water-demand information to assess economic impacts and support investment in water infrastructure
Urban & Energy Resilience
Products for energy, air quality, urban climate and emissions monitoring
What will e-genesis bring to the table?
e-genesis will produce complementary products to existing energy, air quality and urban climate services.
Energy Drought Forecasting
- Pan-European and North African assessments of historical compound energy droughts.
- Daily, weekly and seasonal forecasts of compound energy droughts for selected municipalities
- Climate projections of compound energy droughts at national level
- Climate projections of desert dust over Europe
Air Quality &
Human Exposure
- Daily high-resolution aerosol optical depth (AOD) maps
- Monthly, seasonal and annual PM₂.₅ and PM₁₀ concentration maps
- Monthly, seasonal and annual population-weighted exposure maps for PM₂.₅ and PM₁₀
- Daily, monthly, seasonal and annual heat-stress maps
- Daily, monthly, seasonal and annual population exposure to heat stress
- Combined exposure maps for air pollution and heat stress
- “Warning area” maps based on multi-year trends
- Desert dust contribution to total particulate matter
Urban CO₂ Emissions
- Daily high-resolution maps of Scope 1 CO₂ emissions
- Monthly, seasonal and annual maps of Scope 1 CO₂ emissions