Underground bundle of wires has a/c interference, slight noises on pairs of wires
Use twisted wires - this cancels out most of the low-frequency noise
Use shields on wires you want to protect from interference
If your signals have useful frequencies above 60Hz, use a high-pass filter to suppress 60 Hz