Here is a preference. I love to cook it both ways. In the oven on a bed of lemon to give it extra flavor. I only add some olive oil once outside of the oven. Your salmon will not have a crispy crust and it will be softer and more tender.
However, on the stove, you will acquire a beautiful outside crust. This method is a bit quicker to prepare.