These may be shadows cast on the Shadow Catcher, which is an invisible plane to cast shadows on. It is used in case there is no other surface, e.g., when you have a background image only.
Look in the Scene Manager for Shadow Catcher and hide it (click the eye icon). This will also hide the shadows cast on it.