This paper reports on an assessment of quantitative precipitation fore
casts (QPFs) issued by the Arkansas-Red Basin River Forecast Center du
ring the period May-June 1995. Assessment procedures involved spatial
statistical procedures applied to the QPFs and Stage III calibrated ra
dar-rainfall fields, and overlays of these. The QPF estimates were bro
ad regional estimates that corresponded reasonably well to actual stor
m characteristics over the region. Over smaller areas on the order of
10% of the region (similar to 9000 mi(2)) the character of actual stor
ms departs significantly from the QPF. Embedded storm cells having hig
h intensity rainfall were not well predicted by the QPF. There was ind
ication that QPF skill increased with rainfall magnitude.