N. Prasad et al., MICROWAVE AND INFRARED SIMULATIONS OF AN INTENSE CONVECTIVE SYSTEM AND COMPARISON WITH AIRCRAFT OBSERVATIONS, Journal of applied meteorology, 34(1), 1995, pp. 153-174
A three-dimensional cloud model, radiative transfer model-based simula
tion system is tested and validated against the aircraft-based radianc
e observations of an intense convective system in southeastern Virgini
a on 29 June 1986 during the Cooperative Huntsville Meteorological Exp
eriment. NASA's ER-2, a high-altitude research aircraft with a complem
ent of radiometers operating at 11-mu m infrared channel and 18-, 37-,
92-, and 183-GHz microwave channels provided data for this study. The
cloud model successfully simulated the cloud system with regard to ai
rcraft- and radar-observed cloud-top heights and diameters and with re
gard to radar-observed reflectivity structure. For the simulation time
found to correspond best with the aircraft- and radar-observed struct
ure, brightness temperatures T-b are simulated and compared with obser
vations for all the microwave frequencies along with the 11-mu m infra
red channel. Radiance calculations at the various frequencies correspo
nd well with the aircraft observations in the areas of deep convection
. The clustering of 37-174-GHz T-b observations and the isolation of t
he 18-GHz values over the convective cores are well simulated by the m
odel. The radiative transfer model, in general, is able to simulate th
e observations reasonably well from 18 GHz through 174 GHz within all
convective areas of the cloud system. When the aircraft-observed 18- a
nd 37-GHz, and 90- and 174-GHz T-b's are plotted against each other, t
he relationships have a gradual difference in the slope due to the dif
ferences in the ice particle size in the convective and more stratifor
m areas of the cloud. The model is able to capture these differences o
bserved by the aircraft. Brightness temperature-rain rate relationship
s compare reasonably well with the aircraft observations in terms of t
he slope of the relationship. The model calculations are also extended
to select high-frequency channels al 220, 340, and 400 GHz to simulat
e the Millimeter-wave Imaging Radiometer aircraft instrument to be flo
wn in the near future. All three of these frequencies are able to disc
riminate the convective and anvil portions of the system, providing us
eful information similar to that from the frequencies below 183 GHz bu
t with potentially enhanced spatial resolution from a satellite platfo
rm. In thin clouds, the dominant effect of water vapor is seen at 174,
340, and 400 GHz. In thick cloudy areas, the scattering effect is dom
inant at 90 and 220 GHz, while the overlying water vapor can attenuate
at 174, 340, and 400 GHz. All frequencies (90-400 GHz) show strong si
gnatures in the core.