Investigating the Use of a Genesis Potential Index for Tropical Cyclones in the North Atlantic Basin

被引:108
|
作者
Bruyere, Cindy L. [1 ]
Holland, Greg J. [1 ]
Towler, Erin [1 ]
机构
[1] Natl Ctr Atmospher Res, Boulder, CO 80301 USA
基金
美国国家科学基金会;
关键词
SEASONAL HURRICANE FREQUENCY; SEA-SURFACE TEMPERATURE; INTERANNUAL VARIABILITY; ENERGY ACCUMULATION; WARM POOL; CLIMATE; CYCLOGENESIS; REANALYSIS; INTENSITY; SIMULATIONS;
D O I
10.1175/JCLI-D-11-00619.1
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Large-scale environmental variables known to be linked to the formation of tropical cyclones have previously been used to develop empirical indices as proxies for assessing cyclone frequency from large-scale analyses or model simulations. Here the authors examine the ability of two recent indices, the genesis potential (GP) and the genesis potential index, to reproduce observed North Atlantic cyclone annual frequency variations and trends. These skillfully estimate the mean seasonal variation of observed cyclones, but they struggle with reproducing interannual frequency variability and change. Examination of the independent contributions by the four terms that make up the indices finds that potential intensity and shear have significant skill, while moisture and vorticity either do not contribute to or degrade the indices' capacity to reproduce observed interannual variability. It is also found that for assessing basinwide cyclone frequency, averaging indices over the whole basin is less skillful than its application to the general area off the coast of Africa broadly covering the main development region (MDR). These results point to a revised index, the cyclone genesis index (CGI), which comprises only potential intensity and vertical shear. Application of the CGI averaged over the MDR demonstrates high and significant skill at reproducing interannual variations and trends in all-basin cyclones across both reanalyses. The CGI also provides a more accurate reproduction of seasonal variations than the original GP. Future work applying the CGI to other tropical cyclone basins and to the downscaling of relatively course climate simulations is briefly addressed.
引用
收藏
页码:8611 / 8626
页数:16
相关论文
共 50 条
  • [1] Estimating impacts of North Atlantic tropical cyclones using an index of damage potential
    Done, James M.
    PaiMazumder, Debasish
    Towler, Erin
    Kishtawal, Chandra M.
    CLIMATIC CHANGE, 2018, 146 (3-4) : 561 - 573
  • [2] Estimating impacts of North Atlantic tropical cyclones using an index of damage potential
    James M. Done
    Debasish PaiMazumder
    Erin Towler
    Chandra M. Kishtawal
    Climatic Change, 2018, 146 : 561 - 573
  • [3] A genesis potential index for Western North Pacific tropical cyclones by using oceanic parameters
    Zhang, Min
    Zhou, Lei
    Chen, Dake
    Wang, Chunzai
    JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2016, 121 (09) : 7176 - 7191
  • [4] An Anomalous Genesis Potential Index for MJO Modulation of Tropical Cyclones
    Wang, Bin
    Moon, Ja-Yeon
    JOURNAL OF CLIMATE, 2017, 30 (11) : 4021 - 4035
  • [5] Varying genesis and landfall locations for North Atlantic tropical cyclones in a warmer climate
    Weaver, Mackenzie M.
    Garner, Andra J.
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [6] Varying genesis and landfall locations for North Atlantic tropical cyclones in a warmer climate
    Mackenzie M. Weaver
    Andra J. Garner
    Scientific Reports, 13
  • [7] Drivers of mangrove vulnerability and resilience to tropical cyclones in the North Atlantic Basin
    Amaral, Cibele
    Poulter, Benjamin
    Lagomasino, David
    Fatoyinbo, Temilola
    Taillie, Paul
    Lizcano, Gil
    Canty, Steven
    Silveira, Jorge Alfredo Herrera
    Teutli-Hernandez, Claudia
    Cifuentes-Jara, Miguel
    Charles, Sean Patrick
    Moreno, Claudia Shantal
    Gonzalez-Trujillo, Juan David
    Roman-Cuesta, Rosa Maria
    SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 898
  • [8] A Heuristic Estimation of the Genesis Probability of Tropical Cyclones using Genesis Frequency and Genesis Potential Index
    Shin, Jihoon
    Song, Chanwoo
    Kim, Siyun
    Park, Sungsu
    JOURNAL OF THE KOREAN EARTH SCIENCE SOCIETY, 2019, 40 (06): : 561 - 571
  • [9] Stalling North Atlantic Tropical Cyclones
    Trepanier, Jill c.
    Nielsen-gammon, John
    Brown, Vincent m.
    Thompson, Derek t.
    Keim, Barry d.
    JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2024, 63 (11) : 1409 - 1426
  • [10] Structural variation in genesis and landfall locations of North Atlantic tropical cyclones related to SST
    Rumpf, Jonas
    Weindl, Helga
    Faust, Eberhard
    Schmidt, Volker
    TELLUS SERIES A-DYNAMIC METEOROLOGY AND OCEANOGRAPHY, 2010, 62 (03) : 243 - 255