Andy (or anyone else with full access)-- The abstract states that «Inferences from the observationalrecord... indicate that models underestimate some of the changes in the hydrological cycle.»
The detailed observationalrecords also pick up long periods of «similar» weather, such as many weeks of rain or long periods of drought, which might indicate the jet stream being in a favourable or unfavourable position, or a blocking high etc..