Talking of waters... You can imagine electric current as water current, where the height of water (head) is the voltage, the width of the pipe is the resistance, and the current is... well the current! Higher head of water > more pressure > more current.
Re sparks, dry air takes ~3000 volts per cm to break down and spark iirc.... so to get lightning takes..... a lot.