The Mega 2560 has an internal voltage reference that cuts down on noise:
//Set analog reference to 2.56 volts internal
analogReference(INTERNAL2V56);
I also use a capacitor between ground and my analog pin.
I think you should use the digital DS18B20 one wire sensors.