Yellowfin tuna (Thunnus albacares) is a large pelagic fish that inhabits the surface waters up to the upper boundary of the thermocline layer in the ocean. This species holds significant economic value in Indonesia, especially in the waters of West Sumatra. The identification of precise fishing grounds is crucial for fishermen to enhance the efficiency and effectiveness of their fishing act…