It's relatively easy to capture the costs of these events themselves. What is difficult is to determine with a level of certainty is whether they are due to climate change or whether an event would have occurred regardless of climate change.
What we know is that the frequency of these events will increase, but whether the costs of recovering from these disasters will be higher or whether we will adapt to mitigate the adverse impacts brings a lot of uncertainty for a long period of time.