if I check "simulate in world space" option in particle property, can I make z axis not influenced by gravity?
The z-axis shouldn't be affected by gravity regardless, since it is a global force in the downwards y-direction. If you mean making it not affect the z-axis in local space, then you might want to consider just applying the forces manually.