Climatologists collect and analyze a wide range of data, including temperature, humidity, precipitation, and wind patterns. They also study extreme weather events like hurricanes, droughts, and heatwaves. This data is vital for epidemiologists to develop predictive models that can forecast the incidence and spread of diseases under different climate scenarios.