Global dust model intercomparison in AeroCom phase I
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Abstract
Abstract. This study presents the results of a broad intercomparison of a total of 15 global aerosol models within the AeroCom project. Each model is compared to observations related to desert dust aerosols, their direct radiative effect, and their impact on the biogeochemical cycle, i.e., aerosol optical depth (AOD) and dust deposition. Additional comparisons to Angström exponent (AE), coarse mode AOD and dust surface concentrations are included to extend the assessment of model performance and to identify common biases present in models. These data comprise a benchmark dataset that is proposed for model inspection and future dust model development. There are large differences among the global models that simulate the dust cycle and its impact on climate. In general, models simulate the climatology of vertically integrated parameters (AOD and AE) within a factor of two whereas the total deposition and surface concentration are reproduced within a factor of 10. In addition, smaller mean normalized bias and root mean square errors are obtained for the climatology of AOD and AE than for total deposition and surface concentration. Characteristics of the datasets used and their uncertainties may influence these differences. Large uncertainties still exist with respect to the deposition fluxes in the southern oceans. Further measurements and model studies are necessary to assess the general model performance to reproduce dust deposition in ocean regions sensible to iron contributions. Models overestimate the wet deposition in regions dominated by dry deposition. They generally simulate more realistic surface concentration at stations downwind of the main sources than at remote ones. Most models simulate the gradient in AOD and AE between the different dusty regions. However the seasonality and magnitude of both variables is better simulated at African stations than Middle East ones. The models simulate the offshore transport of West Africa throughout the year but they overestimate the AOD and they transport too fine particles. The models also reproduce the dust transport across the Atlantic in the summer in terms of both AOD and AE but not so well in winter-spring nor the southward displacement of the dust cloud that is responsible of the dust transport into South America. Based on the dependency of AOD on aerosol burden and size distribution we use model bias with respect to AOD and AE to infer the bias of the dust emissions in Africa and the Middle East. According to this analysis we suggest that a range of possible emissions for North Africa is 400 to 2200 Tg yr−1 and in the Middle East 26 to 526 Tg yr−1.
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The NE Atlantic is the major global receptor of desert dust, about 45% of the global desert dust inputs to the ocean (450 Tg/y) occurs in this region.
“The NE Atlantic is the major global receptor of desert dust, about the 45% of the global desert dust inputs to the ocean (450 Tg/y) occurs in this region (Mahowald et al., 2005;Huneeus et al., 2011).”
From African desert dust influences migrations and fisheries of the Atlantic skipjack-tuna (2023) · cites this paper as Huneeus et al., 2011
Section 2.1 discusses dust deposition to the Atlantic Ocean, and Section 4.2 describes dust transport from West Africa across the Atlantic. Neither passage establishes that the NE Atlantic is the largest global receptor or that it receives 45% (450 Tg/year) of global desert-dust inputs to the ocean. Page numbers were not available in our copy. (LLM, conf=0.78)
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- Authors
- Huneeus, N., Schulz, M., Balkanski, Y., Griesfeller, J., Prospero, J., Kinne, S., Bauer, S., Boucher, O., Chin, M., Dentener, F., Diehl, T., Easter, R., Fillmore, D., Ghan, S., Ginoux, P., Grini, A., Horowitz, L., Koch, D., Krol, M. C., Landing, W., Liu, X., Mahowald, N., Miller, R., Morcrette, J.-J., Myhre, G., Penner, J., Perlwitz, J., Stier, P., Takemura, T., & Zender, C. S.
- Affiliations
- Centre National de la Recherche Scientifique (FR)
- University of Miami (US)
- Max Planck Institute for Meteorology (DE)
- Goddard Institute for Space Studies (US)
- Met Office (GB)
- Goddard Space Flight Center (US)
- Joint Research Centre (IT)
- Pacific Northwest National Laboratory (US)
- NSF National Center for Atmospheric Research (US)
- NOAA Geophysical Fluid Dynamics Laboratory (US)
- University of Oslo (NO)
- Utrecht University (NL)
- Florida State University (US)
- Cornell University (US)
- European Centre for Medium-Range Weather Forecasts (GB)
- University of Michigan (US)
- University of Oxford (GB)
- Kyushu University (JP)
- University of California, Irvine (US)
- ORCID
- Venue
- Atmospheric Chemistry and Physics
- Publisher
- Copernicus GmbH
- Published
- 2011-08-03
- Volume
- 11
- Issue
- 15
- Pages
- 7781-7816
- ISSN
- 1680-7316 (ISSN-L)
- 1680-7324
- OpenAlex
- W2094408786
- Cited by
- 1,074
- References
- 0
- Citations by year
- 2026: 26 · 2025: 42 · 2024: 59 · 2023: 87 · 2022: 146 · 2021: 147 · 2020: 84 · 2019: 74 · 2018: 66 · 2017: 72 · 2016: 62 · 2015: 61 · 2014: 53 · 2013: 40 · 2012: 43
- FWCI
- 39.93
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Atmospheric chemistry and physics (publishedVersion, cc-by)
- Oxford University Research Archive (ORA) (University of Oxford) (publishedVersion, cc-by)
- WyoScholar (submittedVersion, cc-by)
- HAL (submittedVersion, other-oa)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Utrecht University Repository (Utrecht University) (submittedVersion, other-oa)
- eScholarship (California Digital Library) (submittedVersion)
- Max Planck Digital Library (submittedVersion, other-oa)
- Socio-Environmental Systems Modeling (submittedVersion)
- Digital Collections of Colorado (Colorado State University) (submittedVersion, cc-by)
- Joint Research Centre (European Commission) (submittedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion, other-oa)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- EGU General Assembly Conference Abstracts
- Funders
- European Commission (218793)
- Topics
- Physical Sciences › Environmental Science › Global and Planetary Change › Atmospheric aerosols and clouds
- Physical Sciences › Earth and Planetary Sciences › Atmospheric Science › Atmospheric chemistry and aerosols
- Physical Sciences › Earth and Planetary Sciences › Earth-Surface Processes › Aeolian processes and effects
- Keywords
- desert dust, AeroCom, aerosol optical depth, Ångström exponent, dust deposition, direct radiative effect, biogeochemical cycles, dust emission, iron fertilization, model bias, coarse mode aerosol
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