Reanalysis representation of low-level winds in the Antarctic near-coastal region

被引:14
作者
Caton Harrison, Thomas [1 ]
Biri, Stavroula [2 ]
Bracegirdle, Thomas J. [1 ]
King, John C. [1 ]
Kent, Elizabeth C. [2 ]
Vignon, Etienne [3 ]
Turner, John [1 ]
机构
[1] British Antarctic Survey, Cambridge, England
[2] Natl Oceanog Ctr, Southampton, England
[3] Sorbonne Univ, CNRS, UMR 8539, Lab Meteorol Dynam,IPSL, Paris, France
来源
WEATHER AND CLIMATE DYNAMICS | 2022年 / 3卷 / 04期
基金
英国自然环境研究理事会;
关键词
SELF-ORGANIZING MAPS; ROSS ICE SHELF; KATABATIC FLOW; SURFACE; CLIMATE; SEA; SENSITIVITY; PRODUCTS; EVENTS; CASEY;
D O I
10.5194/wcd-3-1415-2022
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Low-level easterly winds encircling Antarctica help drive coastal currents which modify transport of circumpolar deep water to ice shelves, and the formation and distribution of sea ice. Reanalysis datasets are especially important at high southern latitudes where observations are few. Here, we investigate the representation of the mean state and short-term variability of coastal easterlies in three recent reanalyses, ERA5, MERRA-2 and JRA-55. Reanalysed winds are compared with summertime marine near-surface wind observations from the Advanced Scatterometer (ASCAT) and surface and upper air measurements from coastal stations. Reanalysis coastal easterlies correlate highly with ASCAT ( r = 0.91, 0.89 and 0.85 for ERA5, MERRA-2 and JRA-55, respectively) but notable wind speed biases are found close to the coastal margins, especially near complex orography and at high wind speeds. To characterise short-term variability, 12-hourly reanalysis and coastal station winds are composited using self-organising maps (SOMs), which cluster timesteps under similar synoptic and mesoscale influences. Reanalysis performance is sensitive to the flow configuration at stations near steep coastal slopes, where they fail to capture the magnitude of near-surface wind speed variability when synoptic forcing is weak and conditions favour katabatic forcing. ERA5 exhibits the best overall performance, has more realistic orography, and a more realistic jet structure and temperature profile. These results demonstrate the regime behaviour of Antarctica's coastal winds and indicate important features of the coastal winds which are not well characterised by reanalysis datasets.
引用
收藏
页码:1415 / 1437
页数:23
相关论文
共 23 条
  • [21] Machine learning methods to improve spatial predictions of coastal wind speed profiles and low-level jets using single-level ERA5 data
    Hallgren, Christoffer
    Aird, Jeanie A.
    Ivanell, Stefan
    Kornich, Heiner
    Vakkari, Ville
    Barthelmie, Rebecca J.
    Pryor, Sara C.
    Sahlee, Erik
    WIND ENERGY SCIENCE, 2024, 9 (04) : 821 - 840
  • [22] Roles of Double Low-Level Jets in the Generation of Coexisting Inland and Coastal Heavy Rainfall Over South China During the Presummer Rainy Season
    Liu, Xi
    Luo, Yali
    Huang, Ling
    Zhang, Da-Lin
    Guan, Zhaoyong
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2020, 125 (18)
  • [23] Low-Level Laser Treatment with Near-Infrared Light Increases Venous Nitric Oxide Levels Acutely A Single-Blind, Randomized Clinical Trial of Efficacy
    Mitchell, Ulrike H.
    Mack, Gary L.
    AMERICAN JOURNAL OF PHYSICAL MEDICINE & REHABILITATION, 2013, 92 (02) : 151 - 156