Abstract Functional data analysis (FDA) has been widely applied in various scientific fields, including climatological, hydrological, environmental, and biomedical. The flexibility of the FDA incorporating temporal elements into statistical makes method highly demanded compared to conventional approach. This study introduces methods investigate variations patterns rainfall throughout Peninsular...