Block ice is used to slow the temperature drop rate. Cube ice has such a large surface area that it can kill the fish. The temp can drop so fast with cubed ice, the fish have no time to acclimate. A little dechlorinator is always a good idea with ice, regardless of the water source.
I forgot to mention that there is a bit of math involved
