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A large oil spill happened in the Strait of Malacca in July 2021, at 14 nautical miles off the coast of Kuala Sungai. This research discusses about an oil spill that caused by crude oil or refined petroleum that spilled into environment. The purpose of this study is to accurately identify the areas affected by the oil spill. For the result, we can facilitating officers to identify the area where there is an oil spill in more detail and resulting in better outcomes. From that, It enables businesses to improve operations, reduce risk, and improve planning and decision-making procedures.