Seasonality plays a crucial role in the tourism industry, significantly influencing the flow of tourists, revenue generation, and the overall sustainability of various tourism destinations. It refers to the fluctuation in tourist numbers and activities based on the changing seasons throughout the year. This phenomenon affects both natural and cultural tourism destinations, impacting various sectors and stakeholders involved in the tourism value chain. Understanding the role of seasonality is vital for tourism planners, policymakers, and businesses to devise effective strategies to manage and mitigate its effects. 

One of the primary impacts of seasonality is on the economic sustainability of tourism destinations. Many regions heavily rely on tourism as a major source of revenue. During the peak season, there is an influx of tourists, resulting in increased business activities, job opportunities, and overall economic growth. For instance, the Caribbean Islands experience a significant surge in tourism during the winter season when visitors from colder regions flock to the islands to escape the harsh weather. This influx of tourists leads to