skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Surprising similarities in model and observational aerosol radiative forcing estimates

Journal Article · · Atmospheric Chemistry and Physics (Online)

Abstract. The radiative forcing from aerosols (particularly through their interaction with clouds) remains one of the most uncertain components of the human forcing of the climate. Observation-based studies have typically found a smaller aerosol effective radiative forcing than in model simulations and were given preferential weighting in the Intergovernmental Panel on Climate Change (IPCC) Fifth Assessment Report (AR5). With their own sources of uncertainty, it is not clear that observation-based estimates are more reliable. Understanding the source of the model and observational differences is thus vital to reduce uncertainty in the impact of aerosols on the climate. These reported discrepancies arise from the different methods of separating the components of aerosol forcing used in model and observational studies. Applying the observational decomposition to global climate model (GCM) output, the two different lines of evidence are surprisingly similar, with a much better agreement on the magnitude of aerosol impacts on cloud properties. Cloud adjustments remain a significant source of uncertainty, particularly for ice clouds. However, they are consistent with the uncertainty from observation-based methods, with the liquid water path adjustment usually enhancing the Twomey effect by less than 50 %. Depending on different sets of assumptions, this work suggests that model and observation-based estimates could be more equally weighted in future synthesis studies.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
1592184
Alternate ID(s):
OSTI ID: 1597647
Report Number(s):
PNNL-SA-143590
Journal Information:
Atmospheric Chemistry and Physics (Online), Journal Name: Atmospheric Chemistry and Physics (Online) Vol. 20 Journal Issue: 1; ISSN 1680-7324
Publisher:
Copernicus Publications, EGUCopyright Statement
Country of Publication:
Germany
Language:
English
Citation Metrics:
Cited by: 29 works
Citation information provided by
Web of Science

References (52)

Assessment of simulated aerosol effective radiative forcings in the terrestrial spectrum: AEROSOL TERRESTRIAL EFFECTIVE FORCING journal January 2017
Aerosol effects on cloud water amounts were successfully simulated by a global cloud-system resolving model journal March 2018
The Radiative Forcing of Aerosol–Cloud Interactions in Liquid Clouds: Wrestling and Embracing Uncertainty journal February 2018
Aerosols in the Pre-industrial Atmosphere journal March 2017
Constraining the total aerosol indirect effect in the LMDZ and ECHAM4 GCMs using MODIS satellite data journal January 2006
Large-eddy simulation of the transient and near-equilibrium behavior of precipitating shallow convection: LES OF PRECIPITATING SHALLOW CONVECTION journal December 2015
On the spatio-temporal representativeness of observations journal January 2017
Satellite-based estimate of the direct and indirect aerosol climate forcing: SATELLITE-ESTIMATE OF AEROSOL FORCINGS journal March 2008
On the characteristics of aerosol indirect effect based on dynamic regimes in global climate models journal January 2016
Challenges in constraining anthropogenic aerosol effects on cloud radiative forcing using present-day spatiotemporal variability journal February 2016
Aerosol radiative effects with MACv2 journal January 2019
Constraining the aerosol influence on cloud fraction: AEROSOLS AND CLOUD FRACTION journal April 2016
The impact of humidity above stratiform clouds on indirect aerosol climate forcing journal December 2004
Aerosol midlatitude cyclone indirect effects in observations and high-resolution simulations journal January 2018
Aerosols, Cloud Microphysics, and Fractional Cloudiness journal September 1989
Two-moment bulk stratiform cloud microphysics in the GFDL AM3 GCM: description, evaluation, and sensitivity tests journal January 2010
Aerosol effects on stratocumulus water paths in a PDF-based parameterization: FULL LWP RESPONSES IN MVD PDFs journal September 2011
Limitations of passive remote sensing to constrain global cloud condensation nuclei journal January 2016
Multisensor satellite observations of aerosol effects on warm clouds journal January 2008
UKESM1: Description and Evaluation of the U.K. Earth System Model journal December 2019
Impact of the modal aerosol scheme GLOMAP-mode on aerosol forcing in the Hadley Centre Global Environmental Model journal January 2013
Large-Eddy Simulations of Trade Wind Cumuli: Investigation of Aerosol Indirect Effects journal June 2006
Climate impacts of ice nucleation: ICE NUCLEATION journal October 2012
Weak average liquid-cloud-water response to anthropogenic aerosols journal July 2019
Analysis of polarimetric satellite measurements suggests stronger cooling due to aerosol-cloud interactions journal November 2019
Understanding the drivers of marine liquid-water cloud occurrence and properties with global observations using neural networks journal January 2017
The global aerosol‐cloud first indirect effect estimated using MODIS, MERRA, and AeroCom journal February 2017
Why do general circulation models overestimate the aerosol cloud lifetime effect? A case study comparing CAM5 and a CRM journal January 2017
Cloud Detection with MODIS. Part II: Validation journal July 2008
Putting the clouds back in aerosol–cloud interactions journal January 2015
Rethinking the Lower Bound on Aerosol Radiative Forcing journal June 2015
Constraining the instantaneous aerosol influence on cloud albedo journal April 2017
Climate model genealogy: Generation CMIP5 and how we got there: CLIMATE MODEL GENEALOGY journal March 2013
The effect of smoke, dust, and pollution aerosol on shallow cloud development over the Atlantic Ocean journal August 2005
Geographically coherent patterns of albedo enhancement and suppression associated with aerosol sources and sinks journal April 2015
Constraining the aerosol influence on cloud liquid water path journal January 2019
Aerosol indirect effects – general circulation model intercomparison and evaluation with satellite data journal January 2009
Ice crystal number concentration estimates from lidar–radar satellite remote sensing – Part 2: Controls on the ice crystal number concentration journal January 2018
Strong constraints on aerosol–cloud interactions from volcanic eruptions journal June 2017
On the sensitivity of anthropogenic aerosol forcing to model‐internal variability and parameterizing a T womey effect journal May 2017
Interpreting the cloud cover – aerosol optical depth relationship found in satellite data using a general circulation model journal January 2010
CALIPSO (IIR–CALIOP) retrievals of cirrus cloud ice-particle concentrations journal January 2018
Clouds and Aerosols book June 2014
Technical Note: Estimating aerosol effects on cloud radiative forcing journal January 2013
Unveiling aerosol–cloud interactions – Part 2: Minimising the effects of aerosol swelling and wet scavenging in ECHAM6-HAM2 for comparison to satellite data journal January 2017
Unveiling aerosol–cloud interactions – Part 1: Cloud contamination in satellite products enhances the aerosol indirect forcing estimate journal January 2017
First measurements of the Twomey indirect effect using ground-based remote sensors: SURFACE REMOTE SENSING OF THE INDIRECT EFFECT journal March 2003
Technical Note: On the use of nudging for aerosol–climate model intercomparison studies journal January 2014
Pollution and the planetary albedo journal December 1974
Satellite-based estimate of global aerosol–cloud radiative forcing by marine warm clouds journal August 2014
Improved Aerosol Processes and Effective Radiative Forcing in HadGEM3 and UKESM1 journal November 2018
Pollution trends over Europe constrain global aerosol forcing as simulated by climate models journal March 2014

Similar Records

Emission or atmospheric processes? An attempt to attribute the source of large bias of aerosols in eastern China simulated by global climate models
Journal Article · Thu Feb 01 00:00:00 EST 2018 · Atmospheric Chemistry and Physics (Online) · OSTI ID:1592184

Reduced Complexity Model Intercomparison Project Phase 1: introduction and evaluation of global-mean temperature response
Journal Article · Sat Oct 31 00:00:00 EDT 2020 · Geoscientific Model Development (Online) · OSTI ID:1592184

Volcanic Radiative Forcing From 1979 to 2015
Journal Article · Wed Oct 24 00:00:00 EDT 2018 · Journal of Geophysical Research: Atmospheres · OSTI ID:1592184

Related Subjects