The Alan Turing Institute, at the forefront of AI research, is ushering in a new era of innovation in weather forecasting. This progress is evidenced by a groundbreaking collaboration with the Met Office, aimed at harnessing the transformative potential of AI in meteorology, announced at the end of last month.
This joint venture aims to develop AI models for more accurate weather forecasting and is focused on enhancing predictions of extreme weather events, crucial for safeguarding lives and protecting national infrastructure. The Met Office, the UK’s national meteorological service, has long been a pioneer in leveraging advanced technology for weather prediction. They utilize data from satellites and Earth-based weather stations, processed by supercomputers, to create forecasts relied upon globally.
The integration of machine learning with traditional forecasting methods is expected to notably improve predictions of severe weather phenomena like heavy rainfall and thunderstorms, thereby bolstering community resilience.
The project’s initial phase involves crafting a novel AI model, a graph neural network, specifically for weather pattern prediction. This model will be evaluated against conventional numerical weather prediction methods to verify its accuracy.
Subsequently, this AI model will be integrated into the Met Office’s supercomputing framework, allowing regular comparisons with existing physics-based forecasting techniques.
When fully operational, this AI-driven approach promises significant benefits. It will enhance public safety by improving predictions of extreme weather and contribute to economic growth by offering more specialized forecasts. These detailed forecasts will support informed decision-making across various sectors, highlighting the profound impact of AI on meteorological advancements.
Some inspiring words from those involved:
“This project aims to tackle the big hold-out problem in weather prediction — fast and accurate prediction of impactful weather events, which sadly are capable of bringing devastating consequences to communities in the UK and abroad.
This is an enormously ambitious project. Using the complex and rich meteorological datasets and expertise from the Met Office, and AI expertise from the Turing, we aim to save lives, protect infrastructure and push the boundaries of scientific understanding for the benefit of communities here in the UK and internationally.”
— Dr Jean Innes, CEO at The Alan Turing Institute
“We are excited to work with the Turing to accelerate AI-based forecasting. AI is increasingly becoming a feature of many people’s lives and the weather and ongoing climate change affect everyone on earth. So, developing artificial intelligence for weather forecasting is a logical progression of the technology that has the potential for such wide benefits to societies around the world.”
— Professor Kirstine Dale, Met Office’s Chief AI Officer
“AI models will have a transformative effect on our ability to forecast and respond to extreme weather events that threaten lives and property. As I have seen first-hand, the Met Office’s swift adoption of this rapidly-emerging technology will not only help in our preparedness, but also enable a more effective response in the fight against extreme weather and climate change.”
— Minister for AI, Viscount Camrose
The collaboration between the two entities epitomizes, then, the Institute’s mission to harness the power of data science and AI for societal betterment.
Now and in the future.
