Ke. Trenberth et Cj. Guillemot, EVALUATION OF THE GLOBAL ATMOSPHERIC MOISTURE BUDGET AS SEEN FROM ANALYSES, Journal of climate, 8(9), 1995, pp. 2255-2272
For the period 1987 to 1993, quantities central to the global moisture
budget from the global analyses of the European Centre for Medium-Ran
ge Weather Forecasts (ECMWF), the U.S. National Meteorological Center
(NMC), and NASA/Goddard have been computed and compared. The precipita
ble water is computed and compared with satellite data from the Specia
l Sensor Microwave Imager (SSM/I). Fluxes of moisture and their diverg
ence have been used to estimate the vertically integrated moisture bud
get and thus evaporation minus precipitation (E - P) as residuals. Res
ults of several test computations show that small biases exist in prec
ipitable water as vertical resolution and methods of computing vertica
l integrals are changed, but the impact is small on the moisture budge
t. In the Tropics and subtropics the moisture budget is dominated by t
he divergence field rather than the moisture amounts, and consequently
initialization of the analyses has an impact on the perceived moistur
e budget. The diurnal cycle is shown to be important especially for E
- P. For the vertically integrated moisture budget, the use of pressur
e coordinates instead of the model coordinates on which the data are a
nalyzed produces acceptably small differences for the most part, altho
ugh adequate resolution at low levels and proper treatment of the surf
ace is important. Computations at different horizontal resolutions rev
eal the importance of adequate resolution in the vicinity of steep oro
graphy but also that resolution is not a big factor on large scales ev
en where steep gradients in precipitation exist. The implication is th
at it is the veracity bf the large-scale divergence and moisture field
s themselves that contribute to problems, and these arise from the moi
st physics of the assimilating model used in four-dimensional data ass
imilation, which dominates the character of the analyses. However, in
the subtropics large positive biases are present in precipitable water
in the ECMWF and, to a lesser extent, NMC analyses and are partly due
to the assimilation of biased TOVS retrievals. The effects of the lar
ge and spurious changes in analysis systems at ECMWF and NMC are manif
ested in the results. Differences between ECMWF and NMC E - P locally
are 60%-75% of the values themselves in the Tropics at T31 resolution
and about one-half as much at T15 resolution, and they are not diminis
hing with time. By making use of estimates off and P from the NASA/God
dard reanalysis, both spatial and temporal variability of E - P are fo
und to be dominated by the P field. Accordingly, for part of 1987 and
1988, estimates of precipitation from the Global Precipitation Climato
logy Project are used to qualitatively assess the E - P estimates. The
ECMWF estimates appear to be best at that time, but since then the NM
C values have become less intense while the ECMWF estimates have great
ly intensified. The large differences that still exist in such estimat
es are apt to be carried over to the NMC and ECMWF reanalysis products
.