Some scents do get lost during rain, but not all. For example, the smell of human remains is washed away easily during rain. But the Scent of the perfume or cologne remains for a long time. Blood detection dogs can smell blood after it rains on wooden objects. But in concrete or cement, the Scent gets washed away easily.