Evaluation of CMIP5 climate model projections for surface wind speed over the Indian Ocean region

被引:0
|
作者
Soumya Mohan
Prasad K. Bhaskaran
机构
[1] Indian Institute of Technology Kharagpur,Department of Ocean Engineering and Naval Architecture
来源
Climate Dynamics | 2019年 / 53卷
关键词
GCMs; CMIP5; RCPs; Wind climate; Projections;
D O I
暂无
中图分类号
学科分类号
摘要
Global climate model (GCM) simulations of coupled model inter-comparison project phase 5 are being widely used for projections of the future climate change. The present study systematically evaluated the future simulations performed under four contrasting representative concentration pathway (RCP) scenarios obtained from 35 GCMs. The current wind climate (2006–2016) in GCM simulations have been assessed relative to merged altimetry derived wind speed. Skill assessment of the GCMs in representing the mean variability was investigated in detail using the Taylor’s skill score and thereby converging to a suite of best-performing models was selected. Multi-model mean (MMM) corresponding to four RCP scenarios were constructed from ACCESS1.0, CanESM2, CMCC-CMS, HadGEM2-AO, HadGEM2-CC, HadGEM2-ES, MPI-ESM-MR, MIROC-ESM, MRI-CGCM3 and NorESM1-M. The MMM wind climate estimated from these groups of models tend to perform better than individual models with significant improvements seen over most of the Indian Ocean (IO) region. The MMM skill score obtained from the four RCP scenarios were found to be similar, as the radiative forcing in these climate model experiments do not vary significantly for the recent decades. Significant changes in wind climate projections with reference to the historical period (1993–2005) are observed in the northern IO region, the zonal band of 30°S and region south of 40°S. Future projected changes in surface wind are found to be moderate for the 2026–2045 periods and the patterns in wind speed climate would be significantly changed by greenhouse gas forcing by end of the twenty-first century. The variability associated with sea level pressure, surface air temperature and sea surface temperature explains the projected changes in surface wind field under anthropogenic global warming scenario.
引用
收藏
页码:5415 / 5435
页数:20
相关论文
共 50 条
  • [1] Evaluation of CMIP5 climate model projections for surface wind speed over the Indian Ocean region
    Mohan, Soumya
    Bhaskaran, Prasad K.
    [J]. CLIMATE DYNAMICS, 2019, 53 (9-10) : 5415 - 5435
  • [2] Evaluation and bias correction of global climate models in the CMIP5 over the Indian Ocean region
    Soumya Mohan
    Prasad K. Bhaskaran
    [J]. Environmental Monitoring and Assessment, 2019, 191
  • [3] Evaluation and bias correction of global climate models in the CMIP5 over the Indian Ocean region
    Mohan, Soumya
    Bhaskaran, Prasad K.
    [J]. ENVIRONMENTAL MONITORING AND ASSESSMENT, 2019, 191 (Suppl 3)
  • [4] Changes in Surface Wind Speed over North America from CMIP5 Model Projections and Implications for Wind Energy
    Kulkarni, Sujay
    Huang, Huei-Ping
    [J]. ADVANCES IN METEOROLOGY, 2014, 2014
  • [5] Realism of the Indian Ocean Dipole in CMIP5 Models: The Implications for Climate Projections
    Weller, Evan
    Cai, Wenju
    [J]. JOURNAL OF CLIMATE, 2013, 26 (17) : 6649 - 6659
  • [6] Skill assessment of global climate model wind speed from CMIP5 and CMIP6 and evaluation of projections for the Bay of Bengal
    Athira Krishnan
    Prasad K. Bhaskaran
    [J]. Climate Dynamics, 2020, 55 : 2667 - 2687
  • [7] Skill assessment of global climate model wind speed from CMIP5 and CMIP6 and evaluation of projections for the Bay of Bengal
    Krishnan, Athira
    Bhaskaran, Prasad K.
    [J]. CLIMATE DYNAMICS, 2020, 55 (9-10) : 2667 - 2687
  • [8] Evaluation of CMIP5 and CORDEX derived wave climate in Indian Ocean
    Chowdhury, Piyali
    Behera, Manasa Ranjan
    [J]. CLIMATE DYNAMICS, 2019, 52 (7-8) : 4463 - 4482
  • [9] Evaluation of CMIP5 and CORDEX derived wave climate in Indian Ocean
    Piyali Chowdhury
    Manasa Ranjan Behera
    [J]. Climate Dynamics, 2019, 52 : 4463 - 4482
  • [10] Evaluation of CMIP5 models on sea surface salinity in the Indian Ocean
    Fathrio, Ibnu
    Manda, Atsuyoshi
    Iizuka, Satoshi
    Kodama, Yasu-Masa
    Ishida, Sachinobu
    [J]. 3RD INTERNATIONAL SYMPOSIUM ON LAPAN-IPB SATELLITE FOR FOOD SECURITY AND ENVIRONMENTAL MONITORING 2016, 2017, 54