Sensitivity of the atmospheric water cycle to corrections of the sea surface temperature bias over southern Africa in a regional climate model

被引:12
|
作者
Weber, Torsten [1 ]
Haensler, Andreas [1 ]
Jacob, Daniela [1 ]
机构
[1] Helmholtz Zentrum Geesthacht, Climate Serv Ctr Germany GERICS, Fischertwiete 1, D-20095 Hamburg, Germany
关键词
Sea surface temperature bias; Southern Africa; Atmospheric water cycle; Regional climate projections; Okavango River Basin; TROPICAL ATLANTIC; PRECIPITATION CLIMATOLOGY; RAINFALL; RESOLUTION; SYSTEM; VARIABILITY; CIRCULATION; MONSOON; EVENTS; IMPACT;
D O I
10.1007/s00382-017-4052-8
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Regional climate models (RCMs) have been used to dynamically downscale global climate projections at high spatial and temporal resolution in order to analyse the atmospheric water cycle. In southern Africa, precipitation pattern were strongly affected by the moisture transport from the southeast Atlantic and southwest Indian Ocean and, consequently, by their sea surface temperatures (SSTs). However, global ocean models often have deficiencies in resolving regional to local scale ocean currents, e.g. in ocean areas offshore the South African continent. By downscaling global climate projections using RCMs, the biased SSTs from the global forcing data were introduced to the RCMs and affected the results of regional climate projections. In this work, the impact of the SST bias correction on precipitation, evaporation and moisture transport were analysed over southern Africa. For this analysis, several experiments were conducted with the regional climate model REMO using corrected and uncorrected SSTs. In these experiments, a global MPI-ESM-LR historical simulation was downscaled with the regional climate model REMO to a high spatial resolution of 50x50 km(2) and of 25x25 km(2) for southern Africa using a double-nesting method. The results showed a distinct impact of the corrected SST on the moisture transport, the meridional vertical circulation and on the precipitation pattern in southern Africa. Furthermore, it was found that the experiment with the corrected SST led to a reduction of the wet bias over southern Africa and to a better agreement with observations as without SST bias corrections.
引用
收藏
页码:2841 / 2855
页数:15
相关论文
共 50 条
  • [1] Sensitivity of the atmospheric water cycle to corrections of the sea surface temperature bias over southern Africa in a regional climate model
    Torsten Weber
    Andreas Haensler
    Daniela Jacob
    [J]. Climate Dynamics, 2018, 51 : 2841 - 2855
  • [2] Assessing bias corrections in historical sea surface temperature using a climate model
    Folland, C
    [J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2005, 25 (07) : 895 - 911
  • [3] Temperature sensitivity of the Antarctic surface mass balance in a regional atmospheric climate model
    van Lipzig, NPM
    van Meijgaard, E
    Oerlemans, J
    [J]. JOURNAL OF CLIMATE, 2002, 15 (19) : 2758 - 2774
  • [4] Obtaining the correct sea surface temperature: bias correction of regional climate model data for the Mediterranean Sea
    Diego Macias
    Elisa Garcia-Gorriz
    Alessandro Dosio
    Adolf Stips
    Klaus Keuler
    [J]. Climate Dynamics, 2018, 51 : 1095 - 1117
  • [5] Obtaining the correct sea surface temperature: bias correction of regional climate model data for the Mediterranean Sea
    Macias, Diego
    Garcia-Gorriz, Elisa
    Dosio, Alessandro
    Stips, Adolf
    Keuler, Klaus
    [J]. CLIMATE DYNAMICS, 2018, 51 (03) : 1095 - 1117
  • [6] Projections of regional climate change over southern Africa - The water balance in a warmer climate
    Engelbrecht, F. A.
    [J]. SOUTH AFRICAN JOURNAL OF BOTANY, 2012, 79 : 183 - 184
  • [7] Sensitivity of Horn of Africa Rainfall to Regional Sea Surface Temperature Forcing
    Segele, Zewdu T.
    Leslie, Lance M.
    Tarhule, Aondover A.
    [J]. CLIMATE, 2015, 3 (02): : 365 - 390
  • [8] Simulating midsummer climate over southern Africa using a nested regional climate model
    Joubert, AM
    Katzfey, JJ
    McGregor, JL
    Nguyen, KC
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1999, 104 (D16) : 19015 - 19025
  • [9] Atmospheric water budget over the western Himalayas in a regional climate model
    Dimri, A. P.
    [J]. JOURNAL OF EARTH SYSTEM SCIENCE, 2012, 121 (04) : 963 - 973
  • [10] Atmospheric water budget over the western Himalayas in a regional climate model
    A P DIMRI
    [J]. Journal of Earth System Science, 2012, 121 : 963 - 973