Together to harness innovation
Innovation and technology are central to achieving the Early Warnings for All mission. By integrating advanced tools such as artificial intelligence and expanding access to data-driven solutions, we are improving the accuracy and effectiveness of early warning systems. These advancements help countries reduce risks, protect lives, and build resilience.
Progress is underway. Greater access to climate and hydrological data, combined with emerging technologies, is transforming how early warnings are delivered. This shift moves us from basic forecasts to actionable information that communities can trust and act on.
Artificial intelligence (AI) and other innovations are already making a difference:
- Flood forecasting models: AI-powered models enhance forecasting accuracy and provide timely alerts, helping communities prepare for potential impacts.
- Data rescue for climate records: Digitizing and preserving historical climate records improves long-term prediction accuracy and strengthens resilience planning.
- Impact-Based Forecasting (IBF): Shifting from forecasting “what the weather will be” to “what the weather will do” enables decision-makers to focus on reducing risks and protecting communities.
- Advanced dashboards: Tools such as the Hydrology Dashboard and the Global Observatory for Early Warning System Investments provide real-time data and insights, supporting smarter planning and decision-making at national and regional levels.
Partnerships are key to scaling these innovations. WMO collaborates with governments, technology providers, and research institutions to integrate these solutions into national systems.
Together, we are harnessing innovation to ensure early warnings reach those who need them most—helping to build a safer, more resilient world.
Ensuring that every person on Earth is protected by early warnings is a global challenge that will require the combined efforts of the public and private sectors.
Celeste Saulo, Secretary-General of WMO