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The analysis finds no significant evidence that human-caused climate change altered the probability or intensity of the October 2020 heavy rainfall events in Central Vietnam. While observations suggest a 1-in-80 year event, the uncertainty ranges for both observational and model-based data are too large to establish a significant climate change signal. The study concludes that natural variability currently outweighs climate change impacts for multi-day precipitation in the region, emphasizing the need for improved disaster risk reduction measures regardless of climate trends.

The report investigates the May 2022 extreme rainfall event in Eastern Northeast Brazil, which caused 133 deaths and displaced over 25,000 people. Observational analysis indicates that 7-day and 15-day rainfall events of this magnitude are exceptionally rare in the current climate, with return periods of approximately 1-in-500 and 1-in-1000 years, respectively. While climate models exhibited systematic errors in precipitation magnitudes for this specific event, the authors conclude that human-caused climate change is at least partially responsible for increasing the likelihood and intensity of such rainfall. The study further highlights that structural vulnerabilities, including unplanned urbanisation in low-income neighbourhoods and an infrastructure deficit, significantly exacerbated the disaster's impact.

The report examines the 2022 food crisis in the Central Sahel, which followed an erratic 2021 rainy season characterized by delayed onset and short duration. Using three observational datasets and multiple climate models, the study finds that it is impossible to significantly link these specific monsoon characteristics to anthropogenic climate change due to large uncertainties and discrepancies. Instead, the crisis is attributed to chronic vulnerabilities, including extreme poverty, armed conflict, political instability, and global economic shocks such as the war in Ukraine and the COVID-19 pandemic.

The study concludes that human-induced climate change approximately doubled the probability of the April 2022 extreme rainfall event in Eastern South Africa and increased its intensity by 4-8%. While the event had a return time of about 20 years in the current climate, it would have been rarer in a 1.2°C cooler world. The disaster's impact was severely exacerbated by structural vulnerabilities, including the legacy of apartheid spatial planning and the prevalence of informal settlements in high-risk areas.