Weather radars cannot detect terrain covered with ice or dry snow (they detect water not ice). The Air NZ DC-10 hitting Mt Erebus is a catastrophic example of this.
With pitch stabilization on the weather radar you do not know what terrain it is looking at with respect to the aircraft attitude.