浅水湾 (Repulse Bay) on Hong Kong Island is one of the city's most famous beaches and high-end residential districts - Eileen Chang's 1943 novella
《倾城之恋》 (Love in a Fallen City) sets its key chapters there. So
浅水 in a Hong Kong context often points to that beach, not a generic shallow.