Contribution of the Northeast Cold Vortex Index and Multiscale Synergistic Indices to Extreme Precipitation Over Northeast China

被引:8
|
作者
Wu, Xianghua [1 ]
Meng, Fangxiu [2 ]
Liu, Peng [3 ]
Zhou, Jieqin [1 ]
Liu, Duanyang [4 ]
Xie, Kang [1 ]
Zhu, Qihao [1 ]
Hu, Jingbiao [5 ]
Sun, Haiyan [5 ]
Xing, Fengjuan [5 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Sch Math & Stat, Nanjing, Peoples R China
[2] Guilin Univ Technol, Coll Sci, Guilin, Peoples R China
[3] Nanjing Univ Informat Sci & Technol, Sch Atmospher Sci, Nanjing, Peoples R China
[4] China Meteorol Adm, Key Lab Transportat Meteorol, Nanjing, Peoples R China
[5] Weather Modificat Off Jilin Prov, Changchun, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
extreme precipitation; multiscale synergistic indices; nonstationary GEV model; Northeast China; the northeast cold vortex index; NONSTATIONARY FREQUENCY-ANALYSIS; QUANTILE REGRESSION; INTENSITY; RAINFALL;
D O I
10.1029/2020EA001435
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
The northeast cold vortex (NECV) is one of the major synoptic systems affecting Northeast China. The activity of NECV is an important reason for severe convective storms. However, research on extreme precipitation over Northeast China and their associations with the northeast cold vortex index (NECVI) is limited. Based on nonstationary generalized extreme value models, we analyze and quantify the contribution of the NECVI and the multiscale synergistic indices. Then, we verify the necessity of the NECVI by the likelihood ratio test and the blank control experiment, and further verify the impact of the NECVI on the extreme precipitation over Northeast China in combination with the climate index atmospheric circulation analysis. Results suggest that the models established with East Asian summer monsoon index, Southern Oscillation Index, and NINO3.4 index as covariates the most common. The NECVI and the synergies also make significant contribution and have passed the likelihood ratio test at 80% confidence. Especially in late summer, accounting for 18.69% of the 10 selected best models and 29.41% of the nine selected best nonstationary models. Based on the blank experiments, the models with the NECVI have a maximum reduction of 4.72% than those without the NECVI in the Akaike information criterion values in late summer. In early summer and late summer, the center of the high values of the water vapor anomaly is mainly located in southwestern in the strong NECVI years. These findings help to understand the genetic mechanism of extreme precipitation over Northeast China and provide reference for risk management. Plain Language Summary Precipitation over northeast China is often influence by NECVI defined by monthly meteorological indices. We applied the methodology and the algorithm for calculating daily NECVI values in early summer and late summer, which is used as a parameter in nonstationary generalized extreme precipitation value models for the first time. Then, statistical analysis and case study show the significance of NECVI. The correlation between NECVI and humidity field anomalies, wind field anomalies and their divergences at 850 hPa helps to reveal the mechanism of the influence of NECVI on extreme precipitation over northeast China.
引用
收藏
页数:17
相关论文
共 50 条
  • [41] On the vorticity and energy budgets of the cold vortex in Northeast China: a case study
    Xia, Rudi
    Fu, Shenming
    Wang, Donghai
    METEOROLOGY AND ATMOSPHERIC PHYSICS, 2012, 118 (1-2) : 53 - 64
  • [42] Study on the Evolution of a Northeast China Cold Vortex during the Spring of 2010
    FU Shen-Ming
    SUN Jian-Hua
    QI Lin-Lin
    Atmospheric and Oceanic Science Letters, 2014, 7 (02) : 149 - 156
  • [43] The Characteristics of Northeast China Cold Vortex With Different Active Paths in June and Their Relationship With Precipitation and Pre-SST
    Fang, Yi-He
    Zhang, Meng-Meng
    Zhao, Chun-Yu
    Gong, Zhi-Qiang
    Zhou, Xiao-Yu
    Zhang, Wei-Qi
    FRONTIERS IN ENVIRONMENTAL SCIENCE, 2021, 09
  • [44] Spatiotemporal characteristics of extreme precipitation at multiple timescales over Northeast China during 1961-2014
    Yang, X. J.
    Xu, Z. X.
    Liu, W. F.
    Liu, Lin
    JOURNAL OF WATER AND CLIMATE CHANGE, 2017, 8 (03) : 535 - 556
  • [45] Precipitation Microphysics of Tropical Cyclones over Northeast China in 2020
    Zhang, Aoqi
    Chen, Yilun
    Pan, Xiao
    Hu, Yuanyuan
    Chen, Shumin
    Li, Weibiao
    REMOTE SENSING, 2022, 14 (09)
  • [46] Statistical Analysis of Moisture Sources and Quantitative Contribution of Cold Vortex Rainstorms in Northeast China during the Warm Season
    Ang, Yuting
    Cui, Xiaopeng
    Li, Ying
    Huang, Lijun
    Tian, Jia
    JOURNAL OF HYDROMETEOROLOGY, 2024, 25 (07) : 1027 - 1043
  • [47] The impact of the Northeast Cold Vortex on early summer precipitation anomalies in the Haihe River Basin
    He Li-Ye
    Ma Ning
    Guo Jun
    CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2017, 60 (10): : 3745 - 3752
  • [48] Increases in extreme precipitation expected in Northeast China under continued global warming
    Xie, Zhijie
    Fu, Yuanyuan
    He, Hong S.
    Wang, Shaoqiang
    Wang, Lunche
    Liu, Chang
    CLIMATE DYNAMICS, 2024, 62 (06) : 4943 - 4965
  • [49] Mechanisms for the formation of Northeast China cold vortex and its activities and impacts: An overview
    Yi Lian
    Baizhu Shen
    Shangfeng Li
    Gang Liu
    Xu Yang
    Journal of Meteorological Research, 2016, 30 : 881 - 896
  • [50] Spatial and Temporal Analysis of Extreme Climate Events over Northeast China
    Yu, Xingyang
    Ma, Yuanyuan
    ATMOSPHERE, 2022, 13 (08)