There is a knowledge gap in how ice-related floods, including glacier- related and ice-jam floods, respond to ongoing climate change. Despite the increase in the number of glacial lake studies , changes in the frequency of occurrence of glacier-related floods associated with climate change remain unclear . Studies show that the compound occurrence of high surges and high river discharge has increased in some regions , but few studies quantify changes and impacts. Increases in precipitation from tropical cyclones  and associated high tide are expected to exacerbate coastal flooding. However, more studies are required to quantify their impacts. In addition, limitations in the duration of data hinder the assessment of trends in low-likelihood high-impact flooding .
IPCC
Climate Change 2022: Impacts, Adaptation and Vulnerability
IPCC Report