The representation of dry-season low-level clouds over Western Equatorial Africa in reanalyses and historical CMIP6 simulations

被引:7
作者
Camberlin, P. [1 ]
Togbedji, C. F. [2 ]
Pergaud, J. [1 ]
Berger, A. [1 ]
Aellig, R. [3 ]
Fink, A. H. [3 ]
Knippertz, P. [3 ]
Moron, V. [4 ,5 ]
Philippon, N. [6 ]
机构
[1] Univ Bourgogne, Ctr Rech Climatol Biogeosci, Dijon, France
[2] SOFREN, Nantes, France
[3] Karlsruhe Inst Technol, Inst Meteorol & Climate Res, Karlsruhe, Germany
[4] Aix Marseille Univ, Coll France, CNRS, IRD,INRAE,CEREGE, Aix En Provence, France
[5] Columbia Univ, IRI, New York, NY USA
[6] Univ Grenoble Alpes, Grenoble INP, Inst Geosci Environm IGE, Inst Engn & Management,CNRS,IRD, Grenoble, France
关键词
Cloudiness; Sea-surface-temperature; CMIP6; Equatorial Africa; Equatorial Atlantic Ocean; BIOMASS-BURNING AEROSOLS; TROPICAL ATLANTIC SST; VARIABILITY; BIASES; STRATOCUMULUS; PRECIPITATION; SENSITIVITY; MECHANISMS; SATELLITE; RADIATION;
D O I
10.1007/s00382-023-06714-w
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Within the equatorial zone, Western Equatorial Africa (WEA) has a record low sunshine duration during the June-September dry season due to the persistence of low clouds. This study examines the ability of two reanalysis products (ERA5 and MERRA-2) and eight CMIP6 models (both coupled and atmosphere-only historical simulations) to reproduce the climatology of these low clouds, by comparing it with ground observations and a satellite product. All datasets show a reasonable representation of the regional distribution of low clouds over the Tropical Atlantic and the neighbouring African continent. However, CMIP6 models tend to underestimate the low cloud fraction, especially over WEA in the coupled simulations. This underestimation is partly due to an insufficient seasonal sea-surface temperature (SST) cooling over the Eastern Equatorial Atlantic from April to July in most models, which reduces the lower-tropospheric stability (LTS). However, the inability to reproduce the JJAS low cloud fraction does not necessarily scale with the SST biases of the CMIP6 models. Observed interannual variations of WEA low-cloud fraction are strongly controlled by LTS, itself mostly related to Atlantic SST. The strong dependence of low clouds on interannual SST variations is captured by most, but not all the CMIP6 models. Additional drivers of interannual variations identified in this study, such as mid-tropospheric temperatures over WEA and Bight of Bonny surface winds, emerge inconsistently in CMIP6. Further analyses are needed to disentangle the roles played by SST and independent atmospheric forcings on WEA low cloud formation.
引用
收藏
页码:2815 / 2837
页数:23
相关论文
共 94 条
  • [1] Low Cloud Cover Sensitivity to Biomass-Burning Aerosols and Meteorology over the Southeast Atlantic
    Adebiyi, Adeyemi A.
    Zuidema, Paquita
    [J]. JOURNAL OF CLIMATE, 2018, 31 (11) : 4329 - 4346
  • [2] Synoptic-scale controls of fog and low-cloud variability in the Namib Desert
    Andersen, Hendrik
    Cermak, Jan
    Fuchs, Julia
    Knippertz, Peter
    Gaetani, Marco
    Quinting, Julian
    Sippel, Sebastian
    Vogt, Roland
    [J]. ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (06) : 3415 - 3438
  • [3] The Influence of Cloud Feedbacks on Equatorial Atlantic Variability
    Bellomo, Katinka
    Clement, Amy C.
    Mauritsen, Thorsten
    Raedel, Gaby
    Stevens, Bjorn
    [J]. JOURNAL OF CLIMATE, 2015, 28 (07) : 2725 - 2744
  • [4] Berruex M., 1958, ACAD ROY SC COL M M, V5, P79
  • [5] Bosilovich M.G., 2016, MERRA 2 FILE SPECIFI
  • [6] Bouka-Biona C, 1993, ECHANGE FORET ATMOSP, P11
  • [7] Bush ER., 2019, PEERJ PREPR, DOI [10.7287/peerj.preprints.27848v1, DOI 10.7287/PEERJ.PREPRINTS.27848V1]
  • [8] Camberlin P., 2018, OXFORD RES ENCY CLIM, DOI [10.1093/acrefore/9780190228620.001.0001/acrefore-9780190228620-e-512, DOI 10.1093/ACREFORE/9780190228620.001.0001/ACREFORE-9780190228620-E-512]
  • [9] Coupling between the Atlantic cold tongue and the West African monsoon in boreal spring and summer
    Caniaux, Guy
    Giordani, Herve
    Redelsperger, Jean-Luc
    Guichard, Francoise
    Key, Erica
    Wade, Malick
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2011, 116
  • [10] Characterizing and understanding systematic biases in the vertical structure of clouds in CMIP5/CFMIP2 models
    Cesana, G.
    Waliser, D. E.
    [J]. GEOPHYSICAL RESEARCH LETTERS, 2016, 43 (19) : 10538 - 10546