Extreme weather happens, it always has. The Dust Bowl was ugly weather that lasted a few years.
Climate, on the other hand, does change but quite slowly and for reasons only partially understood. The various Ice Ages which lasted centuries were climate changes. To investigate climate change, begin with minor variations in the output of the sun and major volcanic activity on earth.