The Coordinated Influence of Indian Ocean Sea Surface Temperature and Arctic Sea Ice on Anomalous Northeast China Cold Vortex Activities with Different Paths during Late Summer

被引:8
作者
Lin, Yitong [1 ,2 ]
Fang, Yihe [1 ,2 ]
Zhao, Chunyu [1 ,2 ]
Gong, Zhiqiang [3 ,4 ]
Yang, Siqi [5 ]
Yu, Yiqiu [1 ,2 ]
机构
[1] Liaoning Prov Meteorol Adm, Reg Climate Ctr Shenyang, Shenyang 110016, Peoples R China
[2] China Meteorol Adm, Key Opening Lab Northeast China Cold Vortex Res, Shenyang 110016, Peoples R China
[3] Changshu Inst Technol, Coll Phys & Elect Engn, Changshu 215500, Jiangsu, Peoples R China
[4] China Meteorol Adm, Natl Climate Res Ctr, Lab Climate Studies, Beijing 100081, Peoples R China
[5] Inner Mongolia Climate Ctr, Hohhot 010051, Peoples R China
基金
中国国家自然科学基金;
关键词
machine learning method; Northeast China cold vortex; path classification; Indian Ocean sea surface temperature; Arctic sea ice; model sensitivity test; ATMOSPHERIC RESPONSE; DIPOLE; PRECIPITATION;
D O I
10.1007/s00376-022-1415-9
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
The Northeast China cold vortex (NCCV) during late summer (from July to August) is identified and classified into three types in terms of its movement path using machine learning. The relationships of the three types of NCCV intensity with atmospheric circulations in late summer, the sea surface temperature (SST), and Arctic sea ice concentration (SIC) in the preceding months, are analyzed. The sensitivity tests by the Community Atmosphere Model version 5.3 (CAM5.3) are used to verify the statistical results. The results show that the coordination pattern of East Asia-Pacific (EAP) and Lake Baikal high pressure forced by SST anomalies in the North Indian Ocean dipole mode (NIOD) during the preceding April and SIC anomalies in the Nansen Basin during the preceding June results in an intensity anomaly for the first type of NCCV. While the pattern of high pressure over the Urals and Okhotsk Sea and low pressure over Lake Baikal during late summer-which is forced by SST anomalies in the South Indian Ocean dipole mode (SIOD) in the preceding June and SIC anomalies in the Barents Sea in the preceding April-causes the intensity anomaly of the second type. The third type is atypical and is not analyzed in detail. Sensitivity tests, jointly forced by the SST and SIC in the preceding period, can well reproduce the observations. In contrast, the results forced separately by the SST and SIC are poor, indicating that the NCCV during late summer is likely influenced by the coordinated effects of both SST and SIC in the preceding months.
引用
收藏
页码:62 / 77
页数:16
相关论文
共 58 条
  • [1] Alexander MA, 2004, J CLIMATE, V17, P890, DOI 10.1175/1520-0442(2004)017<0890:TARTRA>2.0.CO
  • [2] 2
  • [3] Subtropical SST dipole events in the southern Indian ocean
    Behera, SK
    Yamagata, T
    [J]. GEOPHYSICAL RESEARCH LETTERS, 2001, 28 (02) : 327 - 330
  • [4] Bueh C., 2013, Adv. Meteorol. Sci. Technol., V3, P34
  • [5] Chen HS., 2018, J. Mar. Meteor, V38, P10
  • [6] Predictability of Northwest Pacific climate during summer and the role of the tropical Indian Ocean
    Chowdary, Jasti Sriranga
    Xie, Shang-Ping
    Luo, Jing-Jia
    Hafner, Jan
    Behera, Swadhin
    Masumoto, Yukio
    Yamagata, Toshio
    [J]. CLIMATE DYNAMICS, 2011, 36 (3-4) : 607 - 621
  • [7] The ERA-Interim reanalysis: configuration and performance of the data assimilation system
    Dee, D. P.
    Uppala, S. M.
    Simmons, A. J.
    Berrisford, P.
    Poli, P.
    Kobayashi, S.
    Andrae, U.
    Balmaseda, M. A.
    Balsamo, G.
    Bauer, P.
    Bechtold, P.
    Beljaars, A. C. M.
    van de Berg, L.
    Bidlot, J.
    Bormann, N.
    Delsol, C.
    Dragani, R.
    Fuentes, M.
    Geer, A. J.
    Haimberger, L.
    Healy, S. B.
    Hersbach, H.
    Holm, E. V.
    Isaksen, L.
    Kallberg, P.
    Koehler, M.
    Matricardi, M.
    McNally, A. P.
    Monge-Sanz, B. M.
    Morcrette, J. -J.
    Park, B. -K.
    Peubey, C.
    de Rosnay, P.
    Tavolato, C.
    Thepaut, J. -N.
    Vitart, F.
    [J]. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2011, 137 (656) : 553 - 597
  • [8] Possible Relationships Between the Interannual Anomalies of the South-North Positions of the Northeastern China Cold Vortexes and the Sea Surface Temperatures (SSTs) During the Early Summer Periods
    Fang, Yi-He
    Lin, Yi-Tong
    Ren, Hong-Li
    Zhao, Chun-Yu
    Zhou, Fang
    Li, Qian
    Gu, Chun-Lai
    [J]. FRONTIERS IN EARTH SCIENCE, 2020, 8
  • [9] The Remote Responses of Early Summer Cold Vortex Precipitation in Northeastern China to the precedent Sea Surface Temperatures
    Fang, Yi-He
    Chen, Kai-Qi
    Chen, Hai-Shan
    Xu, Shi-Qi
    Geng, Xin
    Li, Tian-Yu
    Teng, Fang-Da
    Zhou, Xiao-Yu
    Wang, Yong-Guang
    [J]. ATMOSPHERIC RESEARCH, 2018, 214 : 399 - 409
  • [10] Classification of Northeast China Cold Vortex Activity Paths in Early Summer Based on K-means Clustering and Their Climate Impact
    Fang, Yihe
    Chen, Haishan
    Lin, Yi
    Zhao, Chunyu
    Lin, Yitong
    Zhou, Fang
    [J]. ADVANCES IN ATMOSPHERIC SCIENCES, 2021, 38 (03) : 400 - 412