“…However, certain aspects of AA are improving, such as integration of Earth Observations (EO) into trigger model development and the production of funding structures that are designed to facilitate distribution of resources pre-disaster (Nauman et al, 2021;Pache et al, 2022). Yet, additional progress is needed, particularly related to prediction of geophysical and climatic variables, validation of forecasts, governance, and in defining processes for selection of one AA approach over another for a particular context (de Ruiter et al, 2020;Kruczkiewicz et al, 2022;de la Poterie et al, 2023). Best practices and opportunities for engagement within climate services, and for alignment with adaptation and mitigation strategies, as well as collaborating across various sectors in private industry, are also lacking, while demand accelerates.…”