The study looked at heavy metal pollution in Haizhou Bay's surface sediments. They found that pollution mainly comes from land-based sources, with Cd being the most concerning metal. Factors like organic carbon and sediment grain size affect metal levels. The bay has a moderate ecological risk overall, with the highest risk near Longwang estuary to Linhong estuary.