Intercomparison of targeted observation guidance for tropical cyclones in the Northwestern Pacific

Chun Chieh Wu, Jan Huey Chen, Sharanya J Majumdar, Melinda S. Peng, Carolyn A. Reynolds, Sim D. Aberson, Roberto Buizza, Munehiko Yamaguchi, Shin Gan Chen, Tetsuo Nakazawa, Kun Hsian Chou

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Abstract

This study compares six different guidance products for targeted observations over the northwest Pacific Ocean for 84 cases of 2-day forecasts in 2006 and highlights the unique dynamical features affecting the tropical cyclone (TC) tracks in this basin. The six products include three types of guidance based on total-energy singular vectors (TESVs) from different global models, the ensemble transform Kalman filter (ETKF) based on a multimodel ensemble, the deep-layer mean (DLM) wind variance, and the adjoint-derived sensitivity steering vector (ADSSV). The similarities among the six products are evaluated using two objective statistical techniques to show the diversity of the sensitivity regions in large, synoptic-scale domains and in smaller domains local to the TC. It is shown that the three TESVs are relatively similar to one another in both the large and the small domains while the comparisons of the DLM wind variance with other methods show rather low similarities. The ETKF and the ADSSV usually show high similarity because their optimal sensitivity usually lies close to the TC. The ADSSV, relative to the ETKF, reveals more similar sensitivity patterns to those associated with TESVs. Three special cases are also selected to highlight the similarities and differences among the six guidance products and to interpret the dynamical systems affecting the TC motion in the northwestern Pacific. Among the three storms studied, Typhoon Chanchu was associated with the subtropical high, Typhoon Shanshan was associated with the midlatitude trough, and Typhoon Durian was associated with the subtropical jet. The adjoint methods are found to be more capable of capturing the signal of the dynamic system that may affect the TC movement or evolution than are the ensemble methods.

Original languageEnglish (US)
Pages (from-to)2471-2492
Number of pages22
JournalMonthly Weather Review
Volume137
Issue number8
DOIs
StatePublished - 2009

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tropical cyclone
typhoon
Kalman filter
transform
adjoint method
energy
trough
product
ocean
basin

ASJC Scopus subject areas

  • Atmospheric Science

Cite this

Wu, C. C., Chen, J. H., Majumdar, S. J., Peng, M. S., Reynolds, C. A., Aberson, S. D., ... Chou, K. H. (2009). Intercomparison of targeted observation guidance for tropical cyclones in the Northwestern Pacific. Monthly Weather Review, 137(8), 2471-2492. https://doi.org/10.1175/2009MWR2762.1

Intercomparison of targeted observation guidance for tropical cyclones in the Northwestern Pacific. / Wu, Chun Chieh; Chen, Jan Huey; Majumdar, Sharanya J; Peng, Melinda S.; Reynolds, Carolyn A.; Aberson, Sim D.; Buizza, Roberto; Yamaguchi, Munehiko; Chen, Shin Gan; Nakazawa, Tetsuo; Chou, Kun Hsian.

In: Monthly Weather Review, Vol. 137, No. 8, 2009, p. 2471-2492.

Research output: Contribution to journalArticle

Wu, CC, Chen, JH, Majumdar, SJ, Peng, MS, Reynolds, CA, Aberson, SD, Buizza, R, Yamaguchi, M, Chen, SG, Nakazawa, T & Chou, KH 2009, 'Intercomparison of targeted observation guidance for tropical cyclones in the Northwestern Pacific', Monthly Weather Review, vol. 137, no. 8, pp. 2471-2492. https://doi.org/10.1175/2009MWR2762.1
Wu, Chun Chieh ; Chen, Jan Huey ; Majumdar, Sharanya J ; Peng, Melinda S. ; Reynolds, Carolyn A. ; Aberson, Sim D. ; Buizza, Roberto ; Yamaguchi, Munehiko ; Chen, Shin Gan ; Nakazawa, Tetsuo ; Chou, Kun Hsian. / Intercomparison of targeted observation guidance for tropical cyclones in the Northwestern Pacific. In: Monthly Weather Review. 2009 ; Vol. 137, No. 8. pp. 2471-2492.
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