DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Modeling dust as component minerals in the Community Atmosphere Model: development of framework and impact on radiative forcing

Abstract

The mineralogy of desert dust is important due to its effect on radiation, clouds and biogeochemical cycling of trace nutrients. This study presents the simulation of dust radiative forcing as a function of both mineral composition and size at the global scale, using mineral soil maps for estimating emissions. Externally mixed mineral aerosols in the bulk aerosol module in the Community Atmosphere Model version 4 (CAM4) and internally mixed mineral aerosols in the modal aerosol module in the Community Atmosphere Model version 5.1 (CAM5) embedded in the Community Earth System Model version 1.0.5 (CESM) are speciated into common mineral components in place of total dust. The simulations with mineralogy are compared to available observations of mineral atmospheric distribution and deposition along with observations of clear-sky radiative forcing efficiency. Based on these simulations, we estimate the all-sky direct radiative forcing at the top of the atmosphere as + 0.05 Wm⁻² for both CAM4 and CAM5 simulations with mineralogy. We compare this to the radiative forcing from simulations of dust in release versions of CAM4 and CAM5 (+0.08 and +0.17 Wm⁻²) and of dust with optimized optical properties, wet scavenging and particle size distribution in CAM4 and CAM5, -0.05 and -0.17 Wm⁻²,more » respectively. The ability to correctly include the mineralogy of dust in climate models is hindered by its spatial and temporal variability as well as insufficient global in situ observations, incomplete and uncertain source mineralogies and the uncertainties associated with data retrieved from remote sensing methods.« less

Authors:
; ; ; ORCiD logo; ; ; ;
Publication Date:
Research Org.:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE; USDOE Atmospheric Systems Research and Climate Modeling Programs
OSTI Identifier:
1230072
Alternate Identifier(s):
OSTI ID: 1173023
Report Number(s):
PNNL-SA-107496
Journal ID: ISSN 1680-7324
Grant/Contract Number:  
SC00006735; SC0006735; AC05-76RL01830; 0932946; 1003509
Resource Type:
Published Article
Journal Name:
Atmospheric Chemistry and Physics (Online)
Additional Journal Information:
Journal Name: Atmospheric Chemistry and Physics (Online) Journal Volume: 15 Journal Issue: 1; Journal ID: ISSN 1680-7324
Publisher:
Copernicus Publications, EGU
Country of Publication:
Germany
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES

Citation Formats

Scanza, R. A., Mahowald, N., Ghan, S., Zender, C. S., Kok, J. F., Liu, X., Zhang, Y., and Albani, S. Modeling dust as component minerals in the Community Atmosphere Model: development of framework and impact on radiative forcing. Germany: N. p., 2015. Web. doi:10.5194/acp-15-537-2015.
Scanza, R. A., Mahowald, N., Ghan, S., Zender, C. S., Kok, J. F., Liu, X., Zhang, Y., & Albani, S. Modeling dust as component minerals in the Community Atmosphere Model: development of framework and impact on radiative forcing. Germany. https://doi.org/10.5194/acp-15-537-2015
Scanza, R. A., Mahowald, N., Ghan, S., Zender, C. S., Kok, J. F., Liu, X., Zhang, Y., and Albani, S. Thu . "Modeling dust as component minerals in the Community Atmosphere Model: development of framework and impact on radiative forcing". Germany. https://doi.org/10.5194/acp-15-537-2015.
@article{osti_1230072,
title = {Modeling dust as component minerals in the Community Atmosphere Model: development of framework and impact on radiative forcing},
author = {Scanza, R. A. and Mahowald, N. and Ghan, S. and Zender, C. S. and Kok, J. F. and Liu, X. and Zhang, Y. and Albani, S.},
abstractNote = {The mineralogy of desert dust is important due to its effect on radiation, clouds and biogeochemical cycling of trace nutrients. This study presents the simulation of dust radiative forcing as a function of both mineral composition and size at the global scale, using mineral soil maps for estimating emissions. Externally mixed mineral aerosols in the bulk aerosol module in the Community Atmosphere Model version 4 (CAM4) and internally mixed mineral aerosols in the modal aerosol module in the Community Atmosphere Model version 5.1 (CAM5) embedded in the Community Earth System Model version 1.0.5 (CESM) are speciated into common mineral components in place of total dust. The simulations with mineralogy are compared to available observations of mineral atmospheric distribution and deposition along with observations of clear-sky radiative forcing efficiency. Based on these simulations, we estimate the all-sky direct radiative forcing at the top of the atmosphere as + 0.05 Wm⁻² for both CAM4 and CAM5 simulations with mineralogy. We compare this to the radiative forcing from simulations of dust in release versions of CAM4 and CAM5 (+0.08 and +0.17 Wm⁻²) and of dust with optimized optical properties, wet scavenging and particle size distribution in CAM4 and CAM5, -0.05 and -0.17 Wm⁻², respectively. The ability to correctly include the mineralogy of dust in climate models is hindered by its spatial and temporal variability as well as insufficient global in situ observations, incomplete and uncertain source mineralogies and the uncertainties associated with data retrieved from remote sensing methods.},
doi = {10.5194/acp-15-537-2015},
journal = {Atmospheric Chemistry and Physics (Online)},
number = 1,
volume = 15,
place = {Germany},
year = {Thu Jan 15 00:00:00 EST 2015},
month = {Thu Jan 15 00:00:00 EST 2015}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.5194/acp-15-537-2015

Citation Metrics:
Cited by: 109 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Hygroscopicity and cloud droplet activation of mineral dust aerosol
journal, January 2009

  • Koehler, K. A.; Kreidenweis, S. M.; DeMott, P. J.
  • Geophysical Research Letters, Vol. 36, Issue 8
  • DOI: 10.1029/2009GL037348

Saharan dust in the Amazon Basin
journal, April 1992


Saharan Dust Aerosol Radiative Forcing Measured from Space
journal, July 2004


Surface radiative forcing by soil dust aerosols and the hydrologic cycle: DUST FORCING AND THE HYDROLOGIC CYCLE
journal, February 2004

  • Miller, R. L.; Tegen, I.; Perlwitz, Jan
  • Journal of Geophysical Research: Atmospheres, Vol. 109, Issue D4
  • DOI: 10.1029/2003JD004085

Modeling the global emission, transport and deposition of trace elements associated with mineral dust
journal, January 2014


On the effect of dust particles on global cloud condensation nuclei and cloud droplet number: DUST IMPACTS ON CLOUD CONDENSATION NUCLEI
journal, December 2011

  • Karydis, V. A.; Kumar, P.; Barahona, D.
  • Journal of Geophysical Research: Atmospheres, Vol. 116, Issue D23
  • DOI: 10.1029/2011JD016283

A flexible inversion algorithm for retrieval of aerosol optical properties from Sun and sky radiance measurements
journal, August 2000

  • Dubovik, Oleg; King, Michael D.
  • Journal of Geophysical Research: Atmospheres, Vol. 105, Issue D16
  • DOI: 10.1029/2000JD900282

Accuracy assessments of aerosol optical properties retrieved from Aerosol Robotic Network (AERONET) Sun and sky radiance measurements
journal, April 2000

  • Dubovik, O.; Smirnov, A.; Holben, B. N.
  • Journal of Geophysical Research: Atmospheres, Vol. 105, Issue D8
  • DOI: 10.1029/2000JD900040

Microscopy and mineralogy of airborne particles collected during severe dust storm episodes in Beijing, China
journal, January 2005


Toward a minimal representation of aerosols in climate models: description and evaluation in the Community Atmosphere Model CAM5
journal, January 2012

  • Liu, X.; Easter, R. C.; Ghan, S. J.
  • Geoscientific Model Development, Vol. 5, Issue 3
  • DOI: 10.5194/gmd-5-709-2012

Reevaluation of Mineral aerosol radiative forcings suggests a better agreement with satellite and AERONET data
journal, January 2007

  • Balkanski, Y.; Schulz, M.; Claquin, T.
  • Atmospheric Chemistry and Physics, Vol. 7, Issue 1
  • DOI: 10.5194/acp-7-81-2007

Improved Mie scattering algorithms
journal, January 1980


African dust aerosols as atmospheric ice nuclei: AFRICAN DUST AEROSOLS AS ICE NUCLEI
journal, July 2003

  • DeMott, Paul J.; Sassen, Kenneth; Poellot, Michael R.
  • Geophysical Research Letters, Vol. 30, Issue 14
  • DOI: 10.1029/2003GL017410

PORT, a CESM tool for the diagnosis of radiative forcing
journal, January 2013

  • Conley, A. J.; Lamarque, J. -F.; Vitt, F.
  • Geoscientific Model Development, Vol. 6, Issue 2
  • DOI: 10.5194/gmd-6-469-2013

An emerging ground-based aerosol climatology: Aerosol optical depth from AERONET
journal, June 2001

  • Holben, B. N.; Tanré, D.; Smirnov, A.
  • Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D11
  • DOI: 10.1029/2001JD900014

Sources and distributions of dust aerosols simulated with the GOCART model
journal, September 2001

  • Ginoux, Paul; Chin, Mian; Tegen, Ina
  • Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D17
  • DOI: 10.1029/2000JD000053

Influence of vegetation cover on sand transport by wind: field studies at Owens Lake, California
journal, January 1998


A new model of wind erosion in the presence of vegetation
journal, January 2008


Characterization and acid-mobilization study of iron-containing mineral dust source materials: IRON-CONTAINING DUST SOURCE MATERIALS
journal, March 2008

  • Cwiertny, David M.; Baltrusaitis, Jonas; Hunter, Gordon J.
  • Journal of Geophysical Research: Atmospheres, Vol. 113, Issue D5
  • DOI: 10.1029/2007JD009332

Characteristics of clay minerals in asian dust and their environmental significance
journal, October 2005


Effect of saltation bombardment on the entrainment of dust by wind
journal, January 1993

  • Shao, Y.; Raupach, M. R.; Findlater, P. A.
  • Journal of Geophysical Research, Vol. 98, Issue D7
  • DOI: 10.1029/93JD00396

Modeling the mineralogy of atmospheric dust sources
journal, September 1999

  • Claquin, T.; Schulz, M.; Balkanski, Y. J.
  • Journal of Geophysical Research: Atmospheres, Vol. 104, Issue D18
  • DOI: 10.1029/1999JD900416

AERONET—A Federated Instrument Network and Data Archive for Aerosol Characterization
journal, October 1998


Sensitivity of remote aerosol distributions to representation of cloud–aerosol interactions in a global climate model
journal, January 2013

  • Wang, H.; Easter, R. C.; Rasch, P. J.
  • Geoscientific Model Development, Vol. 6, Issue 3
  • DOI: 10.5194/gmd-6-765-2013

Effective medium models for the optical properties of inhomogeneous materials
journal, January 1981

  • Niklasson, G. A.; Granqvist, C. G.; Hunderi, O.
  • Applied Optics, Vol. 20, Issue 1
  • DOI: 10.1364/AO.20.000026

Mineral Dust Entrainment and Deposition (DEAD) model: Description and 1990s dust climatology
journal, January 2003


Role of aerosol size distribution and source location in a three-dimensional simulation of a Saharan dust episode tested against satellite-derived optical thickness
journal, May 1998

  • Schulz, Michael; Balkanski, Yves J.; Guelle, Walter
  • Journal of Geophysical Research: Atmospheres, Vol. 103, Issue D9
  • DOI: 10.1029/97JD02779

A world dataset of derived soil properties by FAO?UNESCO soil unit for global modelling
journal, March 1997


Does dust change the clear sky top of atmosphere shortwave flux over high surface reflectance regions?: DUST RADIATIVE EFFECTS OVER SAHARA
journal, August 2009

  • Patadia, Falguni; Yang, Eun-Su; Christopher, Sundar A.
  • Geophysical Research Letters, Vol. 36, Issue 15
  • DOI: 10.1029/2009GL039092

Characterization of African dust transported to Puerto Rico by individual particle and size segregated bulk analysis
journal, January 2003


Submicron desert dusts: A sandblasting process
journal, January 1990

  • Gomes, Laurent; Bergametti, Gilles; Coudé-Gaussen, Genevieve
  • Journal of Geophysical Research, Vol. 95, Issue D9
  • DOI: 10.1029/JD095iD09p13927

Improved dust representation in the Community Atmosphere Model
journal, July 2014

  • Albani, S.; Mahowald, N. M.; Perry, A. T.
  • Journal of Advances in Modeling Earth Systems, Vol. 6, Issue 3
  • DOI: 10.1002/2013MS000279

Global Iron Connections Between Desert Dust, Ocean Biogeochemistry, and Climate
journal, April 2005


Trajectories of sinking particles in the Sargasso Sea: modeling of statistical funnels above deep-ocean sediment traps
journal, September 1997


CAM-chem: description and evaluation of interactive atmospheric chemistry in the Community Earth System Model
journal, January 2012

  • Lamarque, J. -F.; Emmons, L. K.; Hess, P. G.
  • Geoscientific Model Development, Vol. 5, Issue 2
  • DOI: 10.5194/gmd-5-369-2012

Technical Note: High-resolution mineralogical database of dust-productive soils for atmospheric dust modeling
journal, January 2012

  • Nickovic, S.; Vukovic, A.; Vujadinovic, M.
  • Atmospheric Chemistry and Physics, Vol. 12, Issue 2
  • DOI: 10.5194/acp-12-845-2012

The Community Earth System Model: A Framework for Collaborative Research
journal, September 2013

  • Hurrell, James W.; Holland, M. M.; Gent, P. R.
  • Bulletin of the American Meteorological Society, Vol. 94, Issue 9
  • DOI: 10.1175/BAMS-D-12-00121.1

Saharan aerosols over the tropical North Atlantic — Mineralogy
journal, September 1980


Observed 20th century desert dust variability: impact on climate and biogeochemistry
journal, January 2010

  • Mahowald, N. M.; Kloster, S.; Engelstaedter, S.
  • Atmospheric Chemistry and Physics, Vol. 10, Issue 22
  • DOI: 10.5194/acp-10-10875-2010

Saharan dust: Clay ratio as a relevant tracer to assess the origin of soil-derived aerosols
journal, April 1998

  • Caquineau, Sandrine; Gaudichet, Annie; Gomes, Laurent
  • Geophysical Research Letters, Vol. 25, Issue 7
  • DOI: 10.1029/98GL00569

A new data set of soil mineralogy for dust-cycle modeling
journal, January 2014

  • Journet, E.; Balkanski, Y.; Harrison, S. P.
  • Atmospheric Chemistry and Physics, Vol. 14, Issue 8
  • DOI: 10.5194/acp-14-3801-2014

The case for iron
journal, December 1991

  • Martin, John H.; Gordon, Michael; Fitzwater, Steve E.
  • Limnology and Oceanography, Vol. 36, Issue 8
  • DOI: 10.4319/lo.1991.36.8.1793

Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models
journal, January 2008

  • Iacono, Michael J.; Delamere, Jennifer S.; Mlawer, Eli J.
  • Journal of Geophysical Research, Vol. 113, Issue D13
  • DOI: 10.1029/2008JD009944

Mineralogy as a critical factor of dust iron solubility: MINERALOGY AND DUST IRON SOLUBILITY
journal, April 2008

  • Journet, Emilie; Desboeufs, Karine V.; Caquineau, Sandrine
  • Geophysical Research Letters, Vol. 35, Issue 7
  • DOI: 10.1029/2007GL031589

Mineral aerosol and cloud interactions
journal, January 2003


Sedimentological Characteristics of Saharan and Australian Dusts
book, January 1996


The Delta-Eddington Approximation for Radiative Flux Transfer
journal, December 1976


Climate Response to Soil Dust Aerosols
journal, December 1998


Interactions of mineral dust particles and clouds: Effects on precipitation and cloud optical properties: DUST-CLOUD INTERACTION ON CLOUD AND PRECIPITATION
journal, December 2002

  • Yin, Yan; Wurzler, Sabine; Levin, Zev
  • Journal of Geophysical Research: Atmospheres, Vol. 107, Issue D23
  • DOI: 10.1029/2001JD001544

Mineral dust aerosols in the NASA Goddard Institute for Space Sciences ModelE atmospheric general circulation model
journal, January 2006

  • Miller, R. L.; Cakmur, R. V.; Perlwitz, J.
  • Journal of Geophysical Research, Vol. 111, Issue D6
  • DOI: 10.1029/2005JD005796

Longwave Scattering Effects of Mineral Aerosols
journal, June 2002


Mineral dust plume evolution over the Atlantic from MISR and MODIS aerosol retrievals
journal, January 2008

  • Kalashnikova, Olga V.; Kahn, Ralph A.
  • Journal of Geophysical Research, Vol. 113, Issue D24
  • DOI: 10.1029/2008JD010083

Incorporation of mineralogical composition into models of the radiative properties of mineral aerosol from UV to IR wavelengths
journal, April 1999

  • Sokolik, Irina N.; Toon, Owen B.
  • Journal of Geophysical Research: Atmospheres, Vol. 104, Issue D8
  • DOI: 10.1029/1998JD200048

Parameterization of optical properties for hydrated internally mixed aerosol: PARAMETERIZATION OF OPTICAL PROPERTIES FOR HYDRATED AEROSOL
journal, May 2007

  • Ghan, Steven J.; Zaveri, Rahul A.
  • Journal of Geophysical Research: Atmospheres, Vol. 112, Issue D10
  • DOI: 10.1029/2006JD007927

Single scattering albedo of fine mineral dust aerosols controlled by iron concentration: MINERAL DUST SINGLE SCATTERING ALBEDO
journal, June 2012

  • Moosmüller, Hans; Engelbrecht, Johann P.; Skiba, Michał
  • Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D11
  • DOI: 10.1029/2011JD016909

The Effect of Tropospheric Aerosols on the Earth's Radiation Budget: A Parameterization for Climate Models
journal, January 1983


Modeling the atmospheric life cycle and radiative impact of mineral dust in the Hadley Centre climate model
journal, August 2001

  • Woodward, S.
  • Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D16
  • DOI: 10.1029/2000JD900795

A scaling theory for the size distribution of emitted dust aerosols suggests climate models underestimate the size of the global dust cycle
journal, December 2010


The influence of wind velocity on the size distributions of aerosols generated by the wind erosion of soils
journal, September 1974

  • Gillette, Dale A.; Blifford, Irving H.; Fryrear, D. W.
  • Journal of Geophysical Research, Vol. 79, Issue 27
  • DOI: 10.1029/JC079i027p04068

Interactive soil dust aerosol model in the GISS GCM: 1. Sensitivity of the soil dust cycle to radiative properties of soil dust aerosols
journal, August 2001

  • Perlwitz, Jan; Tegen, Ina; Miller, Ron L.
  • Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D16
  • DOI: 10.1029/2000JD900668

Mineralogy and Sedimentation of Recent Deep-Sea Clay in the Atlantic Ocean and Adjacent Seas and Oceans
journal, January 1965


Longwave radiative forcing of Saharan dust aerosols estimated from MODIS, MISR, and CERES observations on Terra: DUST RADIATIVE FORCING FROM TERRA
journal, December 2003

  • Zhang, Jianglong; Christopher, Sundar A.
  • Geophysical Research Letters, Vol. 30, Issue 23
  • DOI: 10.1029/2003GL018479

The physics of wind-blown sand and dust
journal, September 2012


Change in atmospheric mineral aerosols in response to climate: Last glacial period, preindustrial, modern, and doubled carbon dioxide climates: DUST RESPONSE TO CLIMATE
journal, May 2006

  • Mahowald, Natalie M.; Muhs, Daniel R.; Levis, Samuel
  • Journal of Geophysical Research: Atmospheres, Vol. 111, Issue D10
  • DOI: 10.1029/2005JD006653

Constraining oceanic dust deposition using surface ocean dissolved Al: CONSTRAINING OCEANIC DUST DEPOSITION
journal, April 2008

  • Han, Qin; Moore, J. Keith; Zender, Charles
  • Global Biogeochemical Cycles, Vol. 22, Issue 2
  • DOI: 10.1029/2007GB002975

The global influence of dust mineralogical composition on heterogeneous ice nucleation in mixed-phase clouds
journal, April 2008


Parametrization of the increase of the aeolian erosion threshold wind friction velocity due to soil moisture for arid and semi-arid areas
journal, January 1999