Model uncertainty, especially for the western North Pacific
While climate models generally support the findings, there is some discrepancy in how well they predict decreasing clusters in the western North Pacific. This needs further investigation to clarify the reasons for the model bias.
Assumption of TC independence within clusters
Although the study uses advanced probabilistic modeling and high-resolution climate data, it assumes that tropical cyclones within a cluster are independent of each other. In reality, there can be complex dynamic interactions between these cyclones, which may influence the results.
Focus on atmospheric and oceanic factors only
The study focuses on changes in the ocean and atmosphere, but other factors could also play a role in TC cluster formation and evolution. For example, changes in land use or aerosol emissions could influence wind patterns and ocean temperatures, potentially affecting TC clusters.
Limited understanding of short-lived TC influence
The study acknowledges that short-lived TCs may introduce additional complexity in the relationship between TC lifespan and genesis time, and the analysis focuses on relatively long-lived TCs (lasting ≥2 days). Therefore, the influence of short-lived TCs remains unknown.