1 Snap the ends off asparagus spears (they will break where tender) and divide into 4 equal portions. 2  Spray the center of each foil sheet with non-stick cooking spray. 3  Place one salmon fillet in the center of each sheet, top with a serving of the asparagus and drizzle with lemon juice.