A method for the intercalibration of the high-resolution infrared soun
der (HIRS) upper-tropospheric water vapor band brightness temperature
data is developed and applied to data from 1981 to 1993. Analysis of t
he adjusted anomaly time series show the location and strength of both
the large-scale ascending and descending circulations in the Tropics
as well as water vapor anomalies. Comparison of these HIRS data with o
utgoing longwave radiation and sea surface temperature anomalies revea
ls that both convection and increased upper-tropospheric moisture occu
r over anomalously warm water in the deep Tropics. The development and
movement of deep convection and increased upper-tropospheric moisture
can clearly be traded during the El Nino/Southern Oscillation warm ev
ents. These HIRS data are particularly useful in monitoring upper-trop
ospheric water vapor variability between the Tropics and subtropics.