Use cloud radiative kernels to compute cloud-induced radiation anomalies and cloud feedback
Zelinka, M. D., S. A. Klein, and D. L. Hartmann, 2012: Computing and Partitioning Cloud Feedbacks Using Cloud Property Histograms. Part I: Cloud Radiative Kernels. J. Climate, 25, 3715–3735. doi:10.1175/JCLI-D-11-00248.1.
Zhou, C., M. D. Zelinka, A. E. Dessler, P. Yang, 2013: An analysis of the short-term cloud feedback using MODIS data, J. Climate, 26, 4803–4815. doi: 10.1175/JCLI-D-12-00547.1.
The code makes use of the following data:
|monthly mean||clisccp||ISCCP simulator cloud fraction histograms||%||nc|
|monthly mean||rsuscs||upwelling SW flux at the surface under clear skies||W/m^2||nc|
|monthly mean||rsdscs||downwelling SW flux at the surface under clear skies||W/m^2||nc|
|monthly mean||tas||surface air temperature||K||nc|
|monthly mean||LWkernel||LW cloud radiative kernel||W/m^2/%||nc|
|monthly mean||SWkernel||SW cloud radiative kernel||W/m^2/%||nc|
Two sets of cloud radiative kernels available at https://github.com/mzelinka/cloud-radiative-kernels/tree/master/data
cloud_kernels2.nc: The cloud radiative kernels that are appropriate for use with climate model output were developed using zonal mean temperature and humidity profiles averaged across control runs of six CFMIP1 climate models as input to the radiation code. Please refer to Zelinka et al. (2012a,b) for details.
obs_cloud_kernels3.nc: The cloud radiative kernels that are appropriate for use with observations were developed using zonal mean temperature, humidity, and ozone profiles from ERA Interim over the period 2000-2010 as input to the radiation code. Please refer to Zhou et al. (2013) for details.
SW and LW cloud feedbacks.
Each feedback is size (MO,TAU,CTP,LAT,LON)=(12,7,7,90,144)
For the provided sample imput data, the code should print the following output, which is the global annual mean LW and SW cloud feedbacks. The values are slightly different in the Matlab and Python versions, possibly due to differences in regridding and in area-weighted averaging.
|Average Cloud Feedback Component||Matlab||Python|
Is a script to draw a figure in the paper included? No