A series of earlier studies has identified regions of the world in whi
ch precipitation appears to have a consistent relationship with the So
uthern Oscillation (SO). In this paper, the authors attempt to quantif
y this relationship based on shifts in the statistical distribution of
precipitation amounts with emphasis on shifts in the median, which ar
e associated with the warm (low SO index) and cold (high SQ index) pha
ses of the SO. This paper is partially an attempt to provide long-rang
e forecasters with some guidance in making seasonal and multiseasonal
predictions. Observed SO-related shifts in the median precipitation am
ounts, expressed as percentiles with respect to ''climatological'' con
ditions, can be used as a simple indication of the ''typical'' SO resp
onse for a given region. In general, the authors find that for many of
the large areas identified in previous studies, median precipitation
amounts shift on the order of 20 percentile points, that is, from the
median to either the 30th percentile or the 70th percentile. The autho
rs also find considerable spatial variations in the typical patterns o
f SO-related precipitation percentiles in some regions. This study als
o provides empirically based estimates of SO-related precipitation ano
malies in terms of precipitation rates for use in numerical model stud
ies. For selected areas in the Tropics, the authors find empirically e
stimated anomalous precipitation rates ranging from 1 to 3.5 mm/day, t
hat is, from 15% to 83% of the climatological median.