It's about relative frequency of extreme weather events. Scientists say that, by and large, wet places will get wetter, dry places will get drier, extreme weather will become more frequent.
From the most recent IPCC report last year (the working group report on impacts is out next month):
Warming of the climate system is unequivocal, and since the 1950s, many of the observed changes are unprecedented over decades to millennia. The atmosphere and ocean have warmed, the amounts of snow and ice have diminished, sea level has risen, and the concentrations of greenhouse gases have increased (see Figures SPM.1, SPM.2, SPM.3 and SPM.4). {2.2, 2.4, 3.2, 3.7, 4.2–4.7, 5.2, 5.3, 5.5–5.6, 6.2, 13.2}