Does it matter whether the water I...

Some think it does matter and recommend tepid water. They allege that foliage will grow vigorously and flowers be larger if you always water with warm water, rather than some, say, directly from a very cold well or cistern. If this is a challenge for you, just fill up a large container and let it stand until the water warms up.