Uncertainty reduction in Models For Understanding deveLopment Applications (UMFULA) UMFULA plans to benefit a number of stakeholders, including communities in Zambia, Malawi, Mozambique, Tanzania and South Africa that are vulnerable to climate related risks, or reliant on infrastructure/resources that may be affected by climate change in the next 40 years. This will be done via improved engagement and co-production of knowledge, and stakeholder-driven deliberative processes with national and local government as well as private sectors, so they are enabled drive a process of improved use of climate services in the decision-making processes. Research and development activity contributing to the UK’s strategy to address key development challenges.