Read the variables into MATLAB from netCDF file using ncread. Let T be your temperature and t be you time variables. To get derivative of T w.r.t t use:
iwant = gradient(T)./gradient(t);
or
iwant = diff(T)./diff(t) ;
I go for gradient, because this will not reduce the size of variable.
