Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.1029/2020GL090095 |
A hybrid dynamical‐statistical model for advancing subseasonal tropical cyclone prediction over the western North Pacific | |
Yitian Qian; Pang‐; Chi Hsu; Hiroyuki Murakami; Baoqiang Xiang; Lijun You | |
2020-10-17 | |
发表期刊 | Geophysical Research Letters |
出版年 | 2020 |
英文摘要 | Tropical cyclone (TC) genesis prediction at the extended‐range to subseasonal timescale (a week to several weeks) is a gap between weather and climate predictions. The current dynamical prediction systems and statistical models show limited skills in TC genesis forecasting at the lead time of 1–3 weeks. A hybrid dynamical‐statistical model is developed that reveals capability in predicting basin‐wide TC frequency in every 10‐day period over the western North Pacific at a 25‐day forecast lead, which is superior to the statistical and dynamical model‐based predictions examined in this study. In this hybrid model, the cyclogenesis counts for different TC clusters are predicted respectively using the statistical models in which the large‐scale predictors associated with intraseasonal oscillation evolutions are provided by a dynamical model. A probabilistic map of TC tracks at the subseasonal timescale is further predicted by incorporating the climatological probability of track distributions of these TC clusters. |
领域 | 气候变化 |
URL | 查看原文 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/299224 |
专题 | 气候变化 |
推荐引用方式 GB/T 7714 | Yitian Qian,Pang‐,Chi Hsu,等. A hybrid dynamical‐statistical model for advancing subseasonal tropical cyclone prediction over the western North Pacific[J]. Geophysical Research Letters,2020. |
APA | Yitian Qian,Pang‐,Chi Hsu,Hiroyuki Murakami,Baoqiang Xiang,&Lijun You.(2020).A hybrid dynamical‐statistical model for advancing subseasonal tropical cyclone prediction over the western North Pacific.Geophysical Research Letters. |
MLA | Yitian Qian,et al."A hybrid dynamical‐statistical model for advancing subseasonal tropical cyclone prediction over the western North Pacific".Geophysical Research Letters (2020). |
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