Attribution studies are more difficult in the global south, where reliable climate data are often lacking, and where local research capacities are limited. But these are some of the places most at risk from climate change and the extreme weather that it can spark. Otto hopes that lower-income countries will be able to strengthen their research in these areas in coming years, with support from wealthier countries.