As long as semiclassical model of electron dynamics is applicable and no interband transition is allowed, using external electric and magnetic field will change nothing.
For this question, no. Fermi surface is defined at $0K$ temperature and depends on the intrinsic properties of the material and the filling factorfraction. So, it will not change.