The Rainfall Annual Cycle Bias over East Africa in CMIP5 Coupled Climate Models

被引:52
|
作者
Yang, Wenchang [1 ]
Seager, Richard [2 ]
Cane, Mark A. [2 ]
Lyon, Bradfield [2 ,3 ]
机构
[1] Univ Calif Irvine, Dept Earth Syst Sci, Irvine, CA USA
[2] Columbia Univ, Lamont Doherty Earth Observ, Palisades, NY USA
[3] Columbia Univ, Int Res Inst Climate & Soc, Earth Inst, Palisades, NY USA
基金
美国国家科学基金会;
关键词
Geographic location; entity; Africa; Indian Ocean; Atm; Ocean Structure; Phenomena; Precipitation; Sea surface temperature; Models and modeling; Model evaluation; performance; Variability; Seasonal cycle; INDIAN-OCEAN; PRECIPITATION; PACIFIC;
D O I
10.1175/JCLI-D-15-0323.1
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
East Africa has two rainy seasons: the long rains [March-May (MAM)] and the short rains [October-December (OND)]. Most CMIP3/5 coupled models overestimate the short rains while underestimating the long rains. In this study, the East African rainfall bias is investigated by comparing the coupled historical simulations from CMIP5 to the corresponding SST-forced AMIP simulations. Much of the investigation is focused on the MRI-CGCM3 model, which successfully reproduces the observed rainfall annual cycle in East Africa in the AMIP experiment but its coupled historical simulation has a similar but stronger bias as the coupled multimodel mean. The historical-AMIP monthly climatology rainfall bias in East Africa can be explained by the bias in the convective instability (CI), which is dominated by the near-surface moisture static energy (MSE) and ultimately by the MSE's moisture component. The near-surface MSE bias is modulated by the sea surface temperature (SST) over the western Indian Ocean. The warm SST bias in OND can be explained by both insufficient ocean dynamical cooling and latent flux, while the insufficient shortwave radiation and excess latent heat flux mainly contribute to the cool SST bias in MAM.
引用
收藏
页码:9789 / 9802
页数:14
相关论文
共 50 条
  • [1] Uncertainties in the Annual Cycle of Rainfall Characteristics over West Africa in CMIP5 Models
    Sow, Magatte
    Diakhate, Moussa
    Dixon, Ross D.
    Guichard, Francoise
    Dieng, Diarra
    Gaye, Amadou T.
    [J]. ATMOSPHERE, 2020, 11 (02)
  • [2] Projected changes in mean rainfall and temperature over East Africa based on CMIP5 models
    Ongoma, Victor
    Chen, Haishan
    Gao, Chujie
    [J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 38 (03) : 1375 - 1392
  • [3] Biases in CMIP5 Sea Surface Temperature and the Annual Cycle of East African Rainfall
    Lyon, Bradfield
    [J]. JOURNAL OF CLIMATE, 2020, 33 (19) : 8209 - 8223
  • [4] Evaluation of CMIP5 twentieth century rainfall simulation over the equatorial East Africa
    Ongoma, Victor
    Chen, Haishan
    Gao, Chujie
    [J]. THEORETICAL AND APPLIED CLIMATOLOGY, 2019, 135 (3-4) : 893 - 910
  • [5] Future Rainfall Erosivity over Iran Based on CMIP5 Climate Models
    Farokhzadeh, Behnoush
    Bazrafshan, Ommolbanin
    Singh, Vijay P.
    Choobeh, Sepide
    Saravi, Mohsen Mohseni
    [J]. WATER, 2022, 14 (23)
  • [6] Evaluation of CMIP5 twentieth century rainfall simulation over the equatorial East Africa
    Victor Ongoma
    Haishan Chen
    Chujie Gao
    [J]. Theoretical and Applied Climatology, 2019, 135 : 893 - 910
  • [7] Projected Rainfall Erosivity Over Central Asia Based on CMIP5 Climate Models
    Duulatov, Eldiiar
    Chen, Xi
    Amanambu, Amobichukwu C.
    Ochege, Friday U.
    Orozbaev, Rustam
    Issanova, Gulnura
    Omurakunova, Gulkaiyr
    [J]. WATER, 2019, 11 (05)
  • [8] CMIP5 Projected Changes in the Annual Cycle of Indian Monsoon Rainfall
    Jena, Pravat
    Azad, Sarita
    Rajeevan, Madhavan Nair
    [J]. CLIMATE, 2016, 4 (01)
  • [9] Future Climate Projections for Annual and Seasonal Rainfall in Sri Lanka using CMIP5 Models
    Darshika, Thanuja
    Jayawardane, Shiromani
    [J]. CONFERENCE PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON CLIMATE CHANGE - 2017 (ICCC 2017), 2017, : 79 - 85
  • [10] Changes in climate extremes by the use of CMIP5 coupled climate models over eastern Himalayas
    Singh, Vishal
    Goyal, Manish Kumar
    [J]. ENVIRONMENTAL EARTH SCIENCES, 2016, 75 (09)