Pp. Xie et Pa. Arkin, GLOBAL MONTHLY PRECIPITATION ESTIMATES FROM SATELLITE-OBSERVED OUTGOING LONGWAVE RADIATION, Journal of climate, 11(2), 1998, pp. 137-164
The relationship between the flux of outgoing longwave radiation (OLR)
estimated from satellite observations and precipitation is investigat
ed using monthly OLR data from the NOAA polar-orbiting satellites and
the merged analysis of precipitation of Xie and Arkin for the 8-yr per
iod from July 1987 to June 1995. The mean annual cycle of OLR in the T
ropics is dominated by changes in cloudiness and exhibits a strong neg
ative correlation with precipitation, while in the extratropics the st
rongest influence on the annual cycle of OLR is surface temperature an
d a positive correlation with precipitation is found. However, the ano
maly of OLR exhibits a negative correlation with precipitation over mo
st of the globe. The regression coefficient relating the anomaly of pr
ecipitation to that of OLR is spatially inhomogeneous and seasonally d
ependent but can be expressed with high accuracy as a globally uniform
linear function of the local mean precipitation. Based on these resul
ts, a new technique is developed to estimate monthly precipitation ove
r the globe from OLR data. First, the mean annual cycle of precipitati
on is calculated from the merged analysis of precipitation for the 8-y
r period. The precipitation anomaly is then estimated from the OLR ano
maly field using the coefficient value appropriate for the mean annual
cycle of precipitation at each location. Finally, the total precipita
tion is estimated as the sum of the mean annual cycle and the anomaly.
Verification tests showed that this estimate, which is referred to he
re as the OLR-based precipitation index (OPI), is able to represent la
rge-scale precipitation with globally uniform and temporally stable hi
gh quality? similar to geostationary satellite IR-based estimates over
the Tropics and to estimates based on microwave scattering observatio
ns over extratropical areas. The OPI estimates are then produced for t
he 22-yr period from 1974 to 1995 and are used to investigate the annu
al and interannual variability of global precipitation. The mean distr
ibution and seasonal variations as observed in the 22-yr set of OPI es
timates agree well with those of several published long-term means of
precipitation estimated from station observations, and the interannual
variability in precipitation associated with the Fl Nino-Southern Osc
illation phenomenon resemble those found in previous studies but with
additional details, particularly over ocean areas.