http://en.wikipedia.org/wiki/Specific_heat_capacity

Specific heat really has to do with how much heat can a material hold. In water's case, it can hold over 4 J mol−1 K−1.

There are a lot of factors, more the specific heat capacity, but I think it's a fairly major one.