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Title: Low-Cloud Feedbacks from Cloud-Controlling Factors: A Review

Journal Article · · Surveys in Geophysics

Abstract The response to warming of tropical low-level clouds including both marine stratocumulus and trade cumulus is a major source of uncertainty in projections of future climate. Climate model simulations of the response vary widely, reflecting the difficulty the models have in simulating these clouds. These inadequacies have led to alternative approaches to predict low-cloud feedbacks. Here, we review an observational approach that relies on the assumption that observed relationships between low clouds and the “cloud-controlling factors” of the large-scale environment are invariant across time-scales. With this assumption, and given predictions of how the cloud-controlling factors change with climate warming, one can predict low-cloud feedbacks without using any model simulation of low clouds. We discuss both fundamental and implementation issues with this approach and suggest steps that could reduce uncertainty in the predicted low-cloud feedback. Recent studies using this approach predict that the tropical low-cloud feedback is positive mainly due to the observation that reflection of solar radiation by low clouds decreases as temperature increases, holding all other cloud-controlling factors fixed. The positive feedback from temperature is partially offset by a negative feedback from the tendency for the inversion strength to increase in a warming world, with other cloud-controlling factors playing a smaller role. A consensus estimate from these studies for the contribution of tropical low clouds to the global mean cloud feedback is 0.25 ± 0.18 W m −2  K −1 (90% confidence interval), suggesting it is very unlikely that tropical low clouds reduce total global cloud feedback. Because the prediction of positive tropical low-cloud feedback with this approach is consistent with independent evidence from low-cloud feedback studies using high-resolution cloud models, progress is being made in reducing this key climate uncertainty.

Research Organization:
Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC52-07NA27344
OSTI ID:
1402541
Alternate ID(s):
OSTI ID: 1413173
Report Number(s):
LLNL-JRNL-729783; PII: 9433
Journal Information:
Surveys in Geophysics, Journal Name: Surveys in Geophysics Vol. 38 Journal Issue: 6; ISSN 0169-3298
Publisher:
Springer Science + Business MediaCopyright Statement
Country of Publication:
Netherlands
Language:
English
Citation Metrics:
Cited by: 96 works
Citation information provided by
Web of Science

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Observational Constraints on Cloud Feedbacks: The Role of Active Satellite Sensors journal November 2017
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Ongoing Breakthroughs in Convective Parameterization journal April 2019
Will Landscape Fire Increase in the Future? A Systems Approach to Climate, Fire, Fuel, and Human Drivers journal February 2019
Observational Evidence for Two Modes of Coupling Between Sea Surface Temperatures, Tropospheric Temperature Profile, and Shortwave Cloud Radiative Effect in the Tropics journal August 2019
Unified Parameterization of Convective Boundary Layer Transport and Clouds With the Thermal Plume Model journal September 2019
Celebrating the anniversary of three key events in climate change science journal February 2019
Albedos, Equilibrium Temperatures, and Surface Temperatures of Habitable Planets journal October 2019
Climates of Warm Earth-like Planets. I. 3D Model Simulations journal December 2018
Cloud feedbacks in extratropical cyclones: insight from long-term satellite data and high-resolution global simulations journal January 2019
Evaluating models' response of tropical low clouds to SST forcings using CALIPSO observations journal January 2019
Diurnal cycle of the semi-direct effect from a persistent absorbing aerosol layer over marine stratocumulus in large-eddy simulations journal January 2020
ESD Reviews: Climate feedbacks in the Earth system and prospects for their evaluation journal January 2019
The Cumulus And Stratocumulus CloudSat-CALIPSO Dataset (CASCCAD) journal January 2019
Statistical downscaling of water vapour satellite measurements from profiles of tropical ice clouds journal January 2020

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