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Title: First forcing estimates from the future CMIP6 scenarios of anthropogenic aerosol optical properties and an associated Twomey effect

Abstract

We present the first forcing interpretation of the future anthropogenic aerosol scenarios of CMIP6 with the simple plumes parameterisation MACv2-SP. The nine scenarios for 2015 to 2100 are based on anthropogenic aerosol emissions for use in CMIP6 (Riahi et al., 2017; Gidden et al., 2018). We use the emissions to scale the observationally informed anthropogenic aerosol optical properties and the associated effect on the cloud albedo of present-day (Fiedler et al., 2017; Stevens et al., 2017) into the future. The resulting scenarios in MACv2-SP are then ranked according to their strength in forcing magnitude and spatial asymmetries for anthropogenic aerosol. All scenarios, except SSP3-70 and SSP4-60, show a decrease in anthropogenic aerosol by 2100 with a range from 108 % to 36 % of the anthropogenic aerosol optical depth in 2015. We estimate the radiative forcing of anthropogenic aerosol from high- and low-end scenarios in the mid-2090s by performing ensembles of simulations with the atmosphere-only configuration of MPI-ESM1.2. MACv2-SP translates the CMIP6 emission scenarios for inducing anthropogenic aerosol forcing. With the implementation in our model, we obtain forcing estimates for both the shortwave instantaneous radiative forcing (RF) and the effective radiative forcing (ERF) of anthropogenic aerosol relative to 1850. Here, ERF accounts for rapid atmospheric adjustments and naturalmore » variability internal to the model. The ERF of anthropogenic aerosol for the mid-2090s ranges from -0.15 W m-2 for SSP 1-19 to -0.54 W m-2 for SSP 3-70, i.e. the mid-2090s ERF is 30 %–108 % of the value in the mid-2000s due to differences in the emission pathway alone. Assuming a stronger Twomey effect changes these ERFs to-0.39 and -0.92 W m-2, respectively, which are similar to estimates obtained from models with complex aerosol parameterisations. The year-to-year standard deviations around 0.3 W m-2 associated with natural variability highlight the necessity to average over sufficiently long time periods for estimating ERF; this is in contrast to RF that is typically well constrained after simulating just 1 year. The scenario interpretation of MACv2-SP will be used within the framework of CMIP6 and other cutting-edge scientific endeavours.« less

Authors:
 [1]; ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [3]; ORCiD logo [2];  [4]
  1. Max Planck Institute for Meteorology, Hamburg (Germany)
  2. International Institute for Applied Systems Analysis, Laxenburg (Austria)
  3. Pacific Northwest National Lab. (PNNL), College Park, MD (United States)
  4. Utrecht Univ., Utrecht (The Netherlands); PBL Netherlands Environmental Assessment Agency, The Hague (The Netherlands)
Publication Date:
Research Org.:
Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1507541
Report Number(s):
PNNL-SA-139734
Journal ID: ISSN 1991-9603
Grant/Contract Number:  
AC05-76RL01830
Resource Type:
Accepted Manuscript
Journal Name:
Geoscientific Model Development (Online)
Additional Journal Information:
Journal Name: Geoscientific Model Development (Online); Journal Volume: 12; Journal Issue: 3; Journal ID: ISSN 1991-9603
Publisher:
European Geosciences Union
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES

Citation Formats

Fiedler, Stephanie, Stevens, Bjorn, Gidden, Matthew, Smith, Steven J., Riahi, Keywan, and van Vuuren, Detlef. First forcing estimates from the future CMIP6 scenarios of anthropogenic aerosol optical properties and an associated Twomey effect. United States: N. p., 2019. Web. doi:10.5194/GMD-12-989-2019.
Fiedler, Stephanie, Stevens, Bjorn, Gidden, Matthew, Smith, Steven J., Riahi, Keywan, & van Vuuren, Detlef. First forcing estimates from the future CMIP6 scenarios of anthropogenic aerosol optical properties and an associated Twomey effect. United States. https://doi.org/10.5194/GMD-12-989-2019
Fiedler, Stephanie, Stevens, Bjorn, Gidden, Matthew, Smith, Steven J., Riahi, Keywan, and van Vuuren, Detlef. Thu . "First forcing estimates from the future CMIP6 scenarios of anthropogenic aerosol optical properties and an associated Twomey effect". United States. https://doi.org/10.5194/GMD-12-989-2019. https://www.osti.gov/servlets/purl/1507541.
@article{osti_1507541,
title = {First forcing estimates from the future CMIP6 scenarios of anthropogenic aerosol optical properties and an associated Twomey effect},
author = {Fiedler, Stephanie and Stevens, Bjorn and Gidden, Matthew and Smith, Steven J. and Riahi, Keywan and van Vuuren, Detlef},
abstractNote = {We present the first forcing interpretation of the future anthropogenic aerosol scenarios of CMIP6 with the simple plumes parameterisation MACv2-SP. The nine scenarios for 2015 to 2100 are based on anthropogenic aerosol emissions for use in CMIP6 (Riahi et al., 2017; Gidden et al., 2018). We use the emissions to scale the observationally informed anthropogenic aerosol optical properties and the associated effect on the cloud albedo of present-day (Fiedler et al., 2017; Stevens et al., 2017) into the future. The resulting scenarios in MACv2-SP are then ranked according to their strength in forcing magnitude and spatial asymmetries for anthropogenic aerosol. All scenarios, except SSP3-70 and SSP4-60, show a decrease in anthropogenic aerosol by 2100 with a range from 108 % to 36 % of the anthropogenic aerosol optical depth in 2015. We estimate the radiative forcing of anthropogenic aerosol from high- and low-end scenarios in the mid-2090s by performing ensembles of simulations with the atmosphere-only configuration of MPI-ESM1.2. MACv2-SP translates the CMIP6 emission scenarios for inducing anthropogenic aerosol forcing. With the implementation in our model, we obtain forcing estimates for both the shortwave instantaneous radiative forcing (RF) and the effective radiative forcing (ERF) of anthropogenic aerosol relative to 1850. Here, ERF accounts for rapid atmospheric adjustments and natural variability internal to the model. The ERF of anthropogenic aerosol for the mid-2090s ranges from -0.15 W m-2 for SSP 1-19 to -0.54 W m-2 for SSP 3-70, i.e. the mid-2090s ERF is 30 %–108 % of the value in the mid-2000s due to differences in the emission pathway alone. Assuming a stronger Twomey effect changes these ERFs to-0.39 and -0.92 W m-2, respectively, which are similar to estimates obtained from models with complex aerosol parameterisations. The year-to-year standard deviations around 0.3 W m-2 associated with natural variability highlight the necessity to average over sufficiently long time periods for estimating ERF; this is in contrast to RF that is typically well constrained after simulating just 1 year. The scenario interpretation of MACv2-SP will be used within the framework of CMIP6 and other cutting-edge scientific endeavours.},
doi = {10.5194/GMD-12-989-2019},
journal = {Geoscientific Model Development (Online)},
number = 3,
volume = 12,
place = {United States},
year = {Thu Mar 21 00:00:00 EDT 2019},
month = {Thu Mar 21 00:00:00 EDT 2019}
}

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Works referenced in this record:

Constraining the total aerosol indirect effect in the LMDZ and ECHAM4 GCMs using MODIS satellite data
journal, January 2006

  • Quaas, J.; Boucher, O.; Lohmann, U.
  • Atmospheric Chemistry and Physics, Vol. 6, Issue 4
  • DOI: 10.5194/acp-6-947-2006

Rethinking the Lower Bound on Aerosol Radiative Forcing
journal, June 2015


The Decadal Climate Prediction Project (DCPP) contribution to CMIP6
journal, January 2016

  • Boer, George J.; Smith, Douglas M.; Cassou, Christophe
  • Geoscientific Model Development, Vol. 9, Issue 10
  • DOI: 10.5194/gmd-9-3751-2016

Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization
journal, January 2016

  • Eyring, Veronika; Bony, Sandrine; Meehl, Gerald A.
  • Geoscientific Model Development, Vol. 9, Issue 5
  • DOI: 10.5194/gmd-9-1937-2016

Large contribution of natural aerosols to uncertainty in indirect forcing
journal, November 2013

  • Carslaw, K. S.; Lee, L. A.; Reddington, C. L.
  • Nature, Vol. 503, Issue 7474
  • DOI: 10.1038/nature12674

Radiative forcing in the ACCMIP historical and future climate simulations
journal, January 2013

  • Shindell, D. T.; Lamarque, J. -F.; Schulz, M.
  • Atmospheric Chemistry and Physics, Vol. 13, Issue 6
  • DOI: 10.5194/acp-13-2939-2013

Untangling aerosol effects on clouds and precipitation in a buffered system
journal, October 2009


Hemispheric climate shifts driven by anthropogenic aerosol–cloud interactions
journal, July 2017

  • Chung, Eui-Seok; Soden, Brian J.
  • Nature Geoscience, Vol. 10, Issue 8
  • DOI: 10.1038/ngeo2988

MiKlip: A National Research Project on Decadal Climate Prediction
journal, December 2016

  • Marotzke, Jochem; Müller, Wolfgang A.; Vamborg, Freja S. E.
  • Bulletin of the American Meteorological Society, Vol. 97, Issue 12
  • DOI: 10.1175/BAMS-D-15-00184.1

Global and regional evolution of short-lived radiatively-active gases and aerosols in the Representative Concentration Pathways
journal, August 2011

  • Lamarque, Jean-François; Kyle, G. Page; Meinshausen, Malte
  • Climatic Change, Vol. 109, Issue 1-2
  • DOI: 10.1007/s10584-011-0155-0

The Scenario Model Intercomparison Project (ScenarioMIP) for CMIP6
journal, January 2016

  • O'Neill, Brian C.; Tebaldi, Claudia; van Vuuren, Detlef P.
  • Geoscientific Model Development, Vol. 9, Issue 9
  • DOI: 10.5194/gmd-9-3461-2016

A Higher-resolution Version of the Max Planck Institute Earth System Model (MPI-ESM1.2-HR)
journal, July 2018

  • Müller, W. A.; Jungclaus, J. H.; Mauritsen, T.
  • Journal of Advances in Modeling Earth Systems, Vol. 10, Issue 7
  • DOI: 10.1029/2017MS001217

A process-based evaluation of dust-emitting winds in the CMIP5 simulation of HadGEM2-ES
journal, May 2015

  • Fiedler, Stephanie; Knippertz, Peter; Woodward, Stephanie
  • Climate Dynamics, Vol. 46, Issue 3-4
  • DOI: 10.1007/s00382-015-2635-9

The Radiative Forcing Model Intercomparison Project (RFMIP): experimental protocol for CMIP6
journal, January 2016

  • Pincus, Robert; Forster, Piers M.; Stevens, Bjorn
  • Geoscientific Model Development, Vol. 9, Issue 9
  • DOI: 10.5194/gmd-9-3447-2016

Aerosol forcing in the Climate Model Intercomparison Project (CMIP5) simulations by HadGEM2-ES and the role of ammonium nitrate
journal, January 2011

  • Bellouin, Nicolas; Rae, Jamie; Jones, Andy
  • Journal of Geophysical Research, Vol. 116, Issue D20
  • DOI: 10.1029/2011JD016074

Correlation between cloud condensation nuclei concentration and aerosol optical thickness in remote and polluted regions
journal, January 2009


ICON-A, the Atmosphere Component of the ICON Earth System Model: I. Model Description
journal, July 2018

  • Giorgetta, M. A.; Brokopf, R.; Crueger, T.
  • Journal of Advances in Modeling Earth Systems, Vol. 10, Issue 7
  • DOI: 10.1029/2017MS001242

Climate Effects of Aerosol-Cloud Interactions
journal, January 2014


The MACv2 aerosol climatology
journal, January 2019


MAC-v1: A new global aerosol climatology for climate studies: MAC-v1 for Climate Studies
journal, October 2013

  • Kinne, Stefan; O'Donnel, Declan; Stier, Philip
  • Journal of Advances in Modeling Earth Systems, Vol. 5, Issue 4
  • DOI: 10.1002/jame.20035

The Shared Socioeconomic Pathways and their energy, land use, and greenhouse gas emissions implications: An overview
journal, January 2017


A new scenario framework for climate change research: the concept of shared socioeconomic pathways
journal, October 2013


Pollution and the planetary albedo
journal, December 1974


Clouds, circulation and climate sensitivity
journal, March 2015

  • Bony, Sandrine; Stevens, Bjorn; Frierson, Dargan M. W.
  • Nature Geoscience, Vol. 8, Issue 4
  • DOI: 10.1038/ngeo2398

Developments in the MPI‐M Earth System Model version 1.2 (MPI‐ESM1.2) and Its Response to Increasing CO 2
journal, April 2019

  • Mauritsen, Thorsten; Bader, Jürgen; Becker, Tobias
  • Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 4
  • DOI: 10.1029/2018MS001400

High Resolution Model Intercomparison Project (HighResMIP v1.0) for CMIP6
journal, January 2016

  • Haarsma, Reindert J.; Roberts, Malcolm J.; Vidale, Pier Luigi
  • Geoscientific Model Development, Vol. 9, Issue 11
  • DOI: 10.5194/gmd-9-4185-2016

Correlation between cloud condensation nuclei concentration and aerosol optical thickness in remote and polluted regions
journal, January 2008


Global emissions pathways under different socioeconomic scenarios for use in CMIP6: a dataset of harmonized emissions trajectories through the end of the century
journal, January 2019

  • Gidden, Matthew J.; Riahi, Keywan; Smith, Steven J.
  • Geoscientific Model Development, Vol. 12, Issue 4
  • DOI: 10.5194/gmd-12-1443-2019

Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organisation
journal, January 2015

  • Eyring, V.; Bony, S.; Meehl, G. A.
  • Geoscientific Model Development Discussions, Vol. 8, Issue 12
  • DOI: 10.5194/gmdd-8-10539-2015

Pollution and the Planetary Albedo
journal, January 2007


The Scenario Model Intercomparison Project (ScenarioMIP) for CMIP6
text, January 2016


A process-based evaluation of dust-emitting winds in the CMIP5 simulation of HadGEM2-ES
text, January 2016


Constraining the total aerosol indirect effect in the LMDZ and ECHAM4 GCMs using MODIS satellite data
text, January 2005


Constraining the total aerosol indirect effect in the LMDZ and ECHAM4 GCMs using MODIS satellite data
text, January 2006


Radiative forcing in the ACCMIP historical and future climate simulations
journal, January 2012

  • Shindell, D. T.; Lamarque, J. -F.; Schulz, M.
  • Atmospheric Chemistry and Physics Discussions, Vol. 12, Issue 8
  • DOI: 10.5194/acpd-12-21105-2012

Works referencing / citing this record:

Anthropogenic aerosol forcing under the Shared Socioeconomic Pathways
journal, January 2019

  • Lund, Marianne T.; Myhre, Gunnar; Samset, Bjørn H.
  • Atmospheric Chemistry and Physics, Vol. 19, Issue 22
  • DOI: 10.5194/acp-19-13827-2019

Anthropogenic aerosol forcing – insights from multiple estimates from aerosol-climate models with reduced complexity
journal, January 2019

  • Fiedler, Stephanie; Kinne, Stefan; Huang, Wan Ting Katty
  • Atmospheric Chemistry and Physics, Vol. 19, Issue 10
  • DOI: 10.5194/acp-19-6821-2019

Global emissions pathways under different socioeconomic scenarios for use in CMIP6: a dataset of harmonized emissions trajectories through the end of the century
journal, January 2019

  • Gidden, Matthew J.; Riahi, Keywan; Smith, Steven J.
  • Geoscientific Model Development, Vol. 12, Issue 4
  • DOI: 10.5194/gmd-12-1443-2019