On the Usage of Spectral and Broadband Satellite Instrument Measurements to Differentiate Climate Models with Different Cloud Feedback Strengths

Significance Statement

  This paper explores the value-added from spectrally-resolved top-of-atmosphere measurements over conventional broadband instrumentation to provide a path towards constraining climate model low-cloud feedbacks, which continue to be a major source of climate model projection uncertainty.  The paper describes an observing system simulation experiment (OSSE) capability that produces synthetic measurements with great fidelity to the underlying the climate model.  We find that simulations that span from the near-UV to the far-infrared indicate a rich level of information content, and the experiment performed here indicates how climate change alters the evolution of the Earth’s spectrum.  This instrument simulator finds that climate models that exhibit different low-cloud feedbacks produce vastly divergent satellite-borne shortwave spectrally-resolved measurements of reflectance, suggesting that such measurements can exclude certain model results according to their low-cloud feedbacks.  Because the planned CLimate Absolute Radiance and Refractivity Observatory (CLARREO) NASA mission will capture shortwave and longwave spectra, its measurements can be used to reduce uncertainty in climate projections.      

 

On the Usage of Spectral and Broadband Satellite Instrument Measurements to Differentiate Climate Models with Different Cloud Feedback Strengths

Journal Reference
J. Climate26, 6561–6574. (2013).

Feldman, Daniel R., Daniel M. Coleman, William D. Collins.

Earth Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California &
Department of Earth and Planetary Science, University of California, Berkeley, Berkeley, California.

ABSTRACT

Top-of-atmosphere radiometric signals associated with different high- and low-cloud–radiative feedbacks have been examined through the use of an observing system simulation experiment (OSSE). The OSSE simulates variations in the spectrally resolved and spectrally integrated signals that are due to a range of plausible feedbacks of the climate system when forced with CO2 concentrations that increase at 1% yr−1. This initial version of the OSSE is based on the Community Climate System Model, version 3 (CCSM3), and exploits the fact that CCSM3 exhibits different cloud feedback strengths for different model horizontal resolutions. In addition to the conventional broadband shortwave albedos and outgoing longwave fluxes, a dataset of shortwave spectral reflectance and longwave spectral radiance has been created. These data have been analyzed to determine simulated satellite instrument signals of poorly constrained cloud feedbacks for three plausible realizations of Earth’s climate system produced by CCSM3. These data have been analyzed to estimate the observational record length of albedo, outgoing longwave radiation, shortwave reflectance, or longwave radiance required to differentiate these dissimilar Earth system realizations. Shortwave spectral measurements in visible and near-infrared water vapor overtone lines are best suited to differentiate model results, and a 33% difference in shortwave–cloud feedbacks can be detected with 20 years of continuous measurements. Nevertheless, at most latitudes and with most wavelengths, the difference detection time is more than 30 years. This suggests that observing systems of sufficiently stable calibration would be useful in addressing the contribution of low clouds to the spread of climate sensitivities currently exhibited by the models that report to the Intergovernmental Panel on Climate Change (IPCC).

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