Retrieving Cloud-top Radiative Cooling for Stratocumulus from Space

Zheng, Y. Y., University of Maryland, College Park

Radiation Processes

Warm Boundary Layer Processes, Convective Processes

Zheng Y, D Rosenfeld, Y Zhu, and Z Li. 2019. "Satelliteā€Based Estimation of Cloud Top Radiative Cooling Rate for Marine Stratocumulus." Geophysical Research Letters, 46(8), 10.1029/2019GL082094.


Comparisons between GOES-derived cloud-top radiative flux divergence and those from ARM “ground truth”.



A summertime climatology of cloud-top radiative cooling for the Southern Hemisphere ocean. 



Comparisons between GOES-derived cloud-top radiative flux divergence and those from ARM “ground truth”.


A summertime climatology of cloud-top radiative cooling for the Southern Hemisphere ocean. 

Science

We develop a new algorithm for estimating the cloud-top radiative cooling rate (CTRC), the rate at which marine clouds radiate energy, from space. 

Impact

Cloud-top radiative cooling (CTRC) has been considered as the fundamental driver of dynamics of marine low-lying clouds. Despite its importance, CTRC has been notoriously difficult to measure, in particular from a satellite, the only practical way to offer global coverage. This study fills this gap by developing a new satellite-based method for estimating the CTRC.   

Summary

This study demonstrates the feasibility of estimating the CTRC, with high accuracy, from passive satellite data only. The estimation relies on a radiative transfer model with inputs from satellite-retrieved cloud parameters in combination with reanalysis sounding that is revised, in a physically coherent way, by satellite data. The satellite-based estimates of CTRC agree with ground-based ones to within ~ 10%. The high accuracy largely results from the good capability of satellite data in constraining parameters of most influence to the CTRC such as free-tropospheric sounding, cloud-top temperature, and cloud optical depth. Applying this technique, we generate a climatology of CTRC during summer over the Southern Hemisphere tropical and subtropical oceans.