Observations from the precipitation radar aboard the Tropical Rainfall Meas
uring Mission satellite provide the first opportunity to map vertical struc
ture properties of rain over the entire Tropics and subtropics. Storm heigh
t histograms reveal a distinct bimodal distribution over the oceans with th
e lowest mode near 2 km and the upper mode at 5 km. The low made is the dom
inant feature over regions previously associated with precipitating marine
stratocumulus/stratus and trade wind cumulus. In those regions a lognormal
distribution fits the observed storm height distributions quite well, and a
strong correlation exists between conditional mean rainfall rate and storm
height. In addition, the low mode appears within the major tropical conver
gence zones associated with significant precipitation, and in those regions
a mixed lognormal distribution is used to separate the storm height distri
bution into two parts: shallow and deep. In this exploratory analysis, the
correlation between rainfall intensity and storm height is used in combinat
ion with the mixed lognormal distribution to estimate that shallow precipit
ation composes approximately 20% of the total precipitation over tropical o
ceans during both El Nino and La Nina conditions.