¥Uneven availability in space and time
¥Weak spatial dependence
¥Spatial averages over grid boxes may not be good estimates of Ògrid boxÓ quantities simulated by climate models

Observational data rather messy
Trend 5-day max pcp 1950-99 (data: Alexander et al. 2006)