Understanding uncertainties in projections of western North Pacific tropical cyclogenesis

被引:12
作者
Huang, Xin [1 ,2 ]
Zhou, Tianjun [3 ,4 ]
Chan, Johnny C. L. [1 ,2 ,5 ]
Zhan, Ruifen [6 ,7 ]
Chen, Ziming [8 ]
Zhao, Jiuwei [9 ,10 ]
机构
[1] China Meteorol Adm, Shanghai Typhoon Inst, Shanghai, Peoples R China
[2] Asia Pacific Typhoon Collaborat Res Ctr, Shanghai, Peoples R China
[3] Chinese Acad Sci, LASG, Inst Atmospher Phys, Beijing 100080, Peoples R China
[4] Univ Chinese Acad Sci, Shenyang 100049, Peoples R China
[5] City Univ Hong Kong, Sch Energy & Environm, Hong Kong, Peoples R China
[6] Fudan Univ, Dept Atmospher & Ocean Sci, Shanghai, Peoples R China
[7] Fudan Univ, Big Data Inst Carbon Emiss & Environm Pollut, Shanghai, Peoples R China
[8] Pacific Northwest Natl Lab, Atmospher Climate & Earth Sci ACES Div, Richland, WA USA
[9] Nanjing Univ Informat Sci & Technol NUIST, Sch Atmospher Sci, Nanjing, Peoples R China
[10] Nanjing Univ Informat Sci & Technol NUIST, Inst Climate & Applicat Res ICAR, Nanjing, Peoples R China
基金
中国国家自然科学基金;
关键词
tropical cyclone; western North Pacific; future projection; projection uncertainty; CYCLONE ACTIVITY; CLIMATE MODELS; GENESIS; FREQUENCY; PERFORMANCE; INDEXES;
D O I
10.1088/1748-9326/ad02ad
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Reliable projections of tropical cyclone (TC) activities in the western North Pacific (WNP) are crucial for climate policy-making in densely-populated coastal Asia. Existing projections, however, exhibit considerable uncertainties with unclear sources. Here, based on future projections by the latest Coupled Model Intercomparison Project Phase 6 climate models, we identify a new and prevailing source of uncertainty arising from different TC identification schemes. Notable differences in projections of detected TCs and empirical genesis potential indices are found to be caused by inconsistent changes in dynamic and thermodynamic environmental factors affecting TC formations. While model uncertainty holds the secondary importance, we show large potential in reducing it through improved model simulations of present-day TC characteristics. Internal variability noticeably impacts near-term projections of the WNP tropical cyclogenesis, while the relative contribution of scenario uncertainty remains small. Our findings provide valuable insights into model development and TC projections, thereby aiding in adaptation decisions.
引用
收藏
页数:13
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