An analysis of North African dust from models participating in the Fifth Climate Models Intercomparison Project (CMIP5) suggested that, when forced by observed sea surface temperatures, these models were unable to reproduce any aspects of the observed year-to-year variability in dust from North Africa. Consequently, there would be little reason to have confidence in the models' projections of changes in dust over the 21st century. However, no subsequent study has elucidated the root causes of the disagreement between CMIP5 and observed dust. Here I develop an idealized model of dust emission and then use this model to show that, over North Africa, such biases in CMIP5 models are due to errors in the surface wind fields and not due to the representation of dust emission processes. These results also suggest that because the surface wind field over North Africa is highly spatially autocorrelated, intermodel differences in the spatial structure of dust emission have little effect on the relative change in year-to-year dust emission over the continent. I use these results to show that similar biases in North African dust from the NASA Modern Era Retrospective analysis for Research and Applications (MERRA) version 2 surface wind field biases but that these wind biases were not present in the first version of MERRA.
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Univ Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, Japan
Univ Leeds, Sch Earth & Environm, Leeds, EnglandUniv Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, Japan
Sherriff-Tadano, Sam
Abe-Ouchi, Ayako
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Univ Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, Japan
Japan Agcy Marine Earth Sci & Technol, Yokosuka, Japan
Natl Inst Polar Res, Tachikawa, JapanUniv Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, Japan
Abe-Ouchi, Ayako
Yoshimori, Masakazu
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Univ Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, JapanUniv Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, Japan
Yoshimori, Masakazu
Ohgaito, Rumi
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Japan Agcy Marine Earth Sci & Technol, Yokosuka, Japan
Tokio Marine dR Co Ltd, Tokyo, JapanUniv Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, Japan
Ohgaito, Rumi
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Vadsaria, Tristan
Chan, Wing-Le
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Univ Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, JapanUniv Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, Japan
Chan, Wing-Le
Hotta, Haruka
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Univ Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, JapanUniv Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, Japan
Hotta, Haruka
Kikuchi, Maki
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Japan Aerosp Explorat Agcy, Earth Observat Res Ctr, Tsukuba, JapanUniv Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, Japan
Kikuchi, Maki
Kodama, Takanori
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Univ Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, Japan
Univ Tokyo, Komaba Inst Sci, Grad Sch Arts & Sci, Tokyo, JapanUniv Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, Japan
Kodama, Takanori
Oka, Akira
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Univ Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, JapanUniv Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, Japan
Oka, Akira
Suzukia, Kentaroh
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Univ Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, JapanUniv Tokyo, Atmosphere & Ocean Res Inst, Kashiwa, Japan
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Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
NSF Natl Ctr Atmospher Res, Atmospher Chem Observat & Modeling Lab, Boulder, CO 80305 USAUniv Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Leung, Danny M.
Kok, Jasper F.
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Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Cornell Univ, Dept Earth & Atmospher Sci, Ithaca, NY USAUniv Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Kok, Jasper F.
Li, Longlei
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机构:Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Li, Longlei
Lawrence, David M.
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NSF Natl Ctr Atmospher Res, Climate & Global Dynam Lab, Boulder, CO USAUniv Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Lawrence, David M.
Mahowald, Natalie M.
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Cornell Univ, Dept Earth & Atmospher Sci, Ithaca, NY USAUniv Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Mahowald, Natalie M.
Tilmes, Simone
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NSF Natl Ctr Atmospher Res, Atmospher Chem Observat & Modeling Lab, Boulder, CO 80305 USAUniv Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Tilmes, Simone
Kluzek, Erik
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NSF Natl Ctr Atmospher Res, Climate & Global Dynam Lab, Boulder, CO USAUniv Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA