Can Climate Models Reproduce the Decadal Change of Dust Aerosol in East Asia?

被引:44
作者
Wu, Chenglai [1 ]
Lin, Zhaohui [1 ,2 ]
Liu, Xiaohong [1 ,3 ]
Li, Ying [4 ]
Lu, Zheng [3 ]
Wu, Mingxuan [3 ]
机构
[1] Chinese Acad Sci, Inst Atmospher Phys, Int Ctr Climate & Environm Sci, Beijing, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteoro, Nanjing, Jiangsu, Peoples R China
[3] Univ Wyoming, Dept Atmospher Sci, Laramie, WY 82071 USA
[4] China Meteorol Adm, Natl Climate Ctr, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
dust emission; CMIP5 climate models; dust storm; long-term trend; surface wind; precipitation; MINERAL DUST; STORM FREQUENCY; NORTHERN CHINA; DESERT DUST; PART I; SIMULATION; CYCLE; CIRCULATION; EVENTS; REPRESENTATION;
D O I
10.1029/2018GL079376
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Dust aerosol plays an important role in the Earth System. As a natural aerosol, dust aerosol is often calculated interactively in global climate models and temporal variations of dust emission in the past century are far less constrained compared to those of anthropogenic aerosol emissions. Here we evaluate dust emission in East Asia simulated by 15 climate models participating in the Coupled Model Intercomparison Project Phase 5. The results show that none of the models can reproduce the observed decline of dust event frequency during 1961-2005 over East Asia. The models tend to simulate either much less decline or even increase of dust emission. The discrepancy is mainly ascribed to weaker or opposite trends of surface wind speeds and precipitation in the models. These results cast a doubt on the interpretation of long-term variations of dust-affected fields in climate models and highlight the need for further improvements of the models. Plain Language Summary Atmospheric aerosol is one of key factors that influence climate change. Aerosols include anthropogenic aerosols (such as sulfate aerosol and black carbon from fossil fuel burning) and natural aerosols (such as dust that is emitted by strong winds over bare soil). Climate models are important tools we use to predict the climate in the future, and the reliability of climate models lies in their ability to reproduce the change of climate system in the past. Here we examine the ability of climate models in reproducing the long-term change of dust storm frequency in East Asia. First, historical records of dust events show the dust activities decreased greatly during 1961 to 2005 over East Asia. Compared to this observation, current climate models are unable to reproduce the large decline of dust activities during 1961 to 2005. The reason is that climate models cannot capture the decrease of surface wind speed and increase of precipitation. These results imply that climate models may not represent well the change of meteorological elements (e.g., temperature and clouds) that will be affected by dust. Our results highlight urgent need to improve the performance of climate models in simulating long-term dust change.
引用
收藏
页码:9953 / 9962
页数:10
相关论文
共 71 条
[1]  
Adachi Y., 2013, PAP METEOR GEOPHYS, V64, P1, DOI DOI 10.2467/MRIPAPERS.64.1
[2]   Carbon emission limits required to satisfy future representative concentration pathways of greenhouse gases [J].
Arora, V. K. ;
Scinocca, J. F. ;
Boer, G. J. ;
Christian, J. R. ;
Denman, K. L. ;
Flato, G. M. ;
Kharin, V. V. ;
Lee, W. G. ;
Merryfield, W. J. .
GEOPHYSICAL RESEARCH LETTERS, 2011, 38
[3]   The effect of sandstorms and air pollution on cause-specific hospital admissions in Taipei, Taiwan [J].
Bell, M. L. ;
Levy, J. K. ;
Lin, Z. .
OCCUPATIONAL AND ENVIRONMENTAL MEDICINE, 2008, 65 (02) :104-111
[4]   The ACCESS coupled model: description, control climate and evaluation [J].
Bi, Daohua ;
Dix, Martin ;
Marsland, Simon J. ;
O'Farrell, Siobhan ;
Rashid, Harun A. ;
Uotila, Petteri ;
Hirst, Anthony C. ;
Kowalczyk, Eva ;
Golebiewski, Maciej ;
Sullivan, Arnold ;
Yan, Hailin ;
Hannah, Nicholas ;
Franklin, Charmaine ;
Sun, Zhian ;
Vohralik, Peter ;
Watterson, Ian ;
Zhou, Xiaobing ;
Fiedler, Russell ;
Collier, Mark ;
Ma, Yimin ;
Noonan, Julie ;
Stevens, Lauren ;
Uhe, Peter ;
Zhu, Hongyan ;
Griffies, Stephen M. ;
Hill, Richard ;
Harris, Chris ;
Puri, Kamal .
AUSTRALIAN METEOROLOGICAL AND OCEANOGRAPHIC JOURNAL, 2013, 63 (01) :41-64
[5]  
Boucher O, 2014, CLIMATE CHANGE 2013: THE PHYSICAL SCIENCE BASIS, P571, DOI 10.1017/cbo9781107415324.016
[6]   Constraining the magnitude of the global dust cycle by minimizing the difference between a model and observations [J].
Cakmur, RV ;
Miller, RL ;
Perlwitz, J ;
Geogdzhayev, IV ;
Ginoux, P ;
Koch, D ;
Kohfeld, KE ;
Tegen, I ;
Zender, CS .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2006, 111 (D6)
[7]   Development and evaluation of an Earth-System model-HadGEM2 [J].
Collins, W. J. ;
Bellouin, N. ;
Doutriaux-Boucher, M. ;
Gedney, N. ;
Halloran, P. ;
Hinton, T. ;
Hughes, J. ;
Jones, C. D. ;
Joshi, M. ;
Liddicoat, S. ;
Martin, G. ;
O'Connor, F. ;
Rae, J. ;
Senior, C. ;
Sitch, S. ;
Totterdell, I. ;
Wiltshire, A. ;
Woodward, S. .
GEOSCIENTIFIC MODEL DEVELOPMENT, 2011, 4 (04) :1051-1075
[8]   GFDL's CM2 global coupled climate models. Part I: Formulation and simulation characteristics [J].
Delworth, TL ;
Broccoli, AJ ;
Rosati, A ;
Stouffer, RJ ;
Balaji, V ;
Beesley, JA ;
Cooke, WF ;
Dixon, KW ;
Dunne, J ;
Dunne, KA ;
Durachta, JW ;
Findell, KL ;
Ginoux, P ;
Gnanadesikan, A ;
Gordon, CT ;
Griffies, SM ;
Gudgel, R ;
Harrison, MJ ;
Held, IM ;
Hemler, RS ;
Horowitz, LW ;
Klein, SA ;
Knutson, TR ;
Kushner, PJ ;
Langenhorst, AR ;
Lee, HC ;
Lin, SJ ;
Lu, J ;
Malyshev, SL ;
Milly, PCD ;
Ramaswamy, V ;
Russell, J ;
Schwarzkopf, MD ;
Shevliakova, E ;
Sirutis, JJ ;
Spelman, MJ ;
Stern, WF ;
Winton, M ;
Wittenberg, AT ;
Wyman, B ;
Zeng, F ;
Zhang, R .
JOURNAL OF CLIMATE, 2006, 19 (05) :643-674
[9]   Decadal change of the spring dust storm in northwest China and the associated atmospheric circulation [J].
Ding, RQ ;
Li, JP ;
Wang, SG ;
Ren, FM .
GEOPHYSICAL RESEARCH LETTERS, 2005, 32 (02) :1-4
[10]   The ACCESS coupled model: documentation of core CMIP5 simulations and initial results [J].
Dix, Martin ;
Vohralik, Peter ;
Bi, Daohua ;
Rashid, Harun ;
Marsland, Simon ;
O'Farrell, Siobhan ;
Uotila, Petteri ;
Hirst, Tony ;
Kowalczyk, Eva ;
Sullivan, Arnold ;
Yan, Hailin ;
Franklin, Charmaine ;
Sun, Zhian ;
Watterson, Ian ;
Collier, Mark ;
Noonan, Julie ;
Rotstayn, Leon ;
Stevens, Lauren ;
Uhe, Peter ;
Puri, Kamal .
AUSTRALIAN METEOROLOGICAL AND OCEANOGRAPHIC JOURNAL, 2013, 63 (01) :83-99