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DOI10.1175/JCLI-D-18-0660.1
Evaluating the Bias of South China Sea Summer Monsoon Precipitation Associated with Fast Physical Processes Using a Climate Model Hindcast Approach
Chen, Wei-Ting1; Wu, Chien-Ming1; Ma, Hsi-Yen2
2019-07-01
发表期刊JOURNAL OF CLIMATE
ISSN0894-8755
EISSN1520-0442
出版年2019
卷号32期号:14页码:4491-4507
文章类型Article
语种英语
国家Taiwan; USA
英文摘要

The present study aims to identify the precipitation bias associated with the interactions among fast physical processes in the Community Atmospheric Model, version 5 (CAM5), during the abrupt onset of the South China Sea (SCS) summer monsoon, a key precursor of the overall East Asia summer monsoon (EASM). The multiyear hindcast approach is utilized to obtain the well-constrained synoptic-scale horizontal circulation each year during the onset period from the years 1998 to 2012. In the pre-onset period, the ocean precipitation over the SCS is insufficiently suppressed in CAM5 hindcasts and thus weaker land-ocean precipitation contrasts. This is associated with the weaker and shallower convection simulated over the surrounding land, producing weaker local circulation within the SCS basin. In the post-onset period, rainfall of the organized convection over the Philippine coastal ocean is underestimated in the hindcasts, with overestimated upper-level heating. These biases are further elaborated as the underrepresentation of the convection diurnal cycle and coastal convection systems, as well as the issue of precipitation sensitivity to environmental moisture during the SCS onset period. The biases identified in hindcasts are consistent with the general bias of the EASM in the climate simulation of CAM5. The current results highlight that the appropriate representation of land-ocean-convection interactions over coastal areas can potentially improve the simulation of seasonal transition over the monsoon regions.


英文关键词Monsoons Precipitation Climate models Convective parameterization Model evaluation performance
领域气候变化
收录类别SCI-E
WOS记录号WOS:000472758200001
WOS关键词LATENT HEATING PROFILES ; COMMUNITY ATMOSPHERE MODEL ; TRMM PR DATA ; GENERAL-CIRCULATION MODELS ; DIURNAL CYCLE ; SPECTRAL RETRIEVAL ; INTERANNUAL VARIABILITY ; PART I ; INTRASEASONAL OSCILLATION ; GLOBAL PRECIPITATION
WOS类目Meteorology & Atmospheric Sciences
WOS研究方向Meteorology & Atmospheric Sciences
引用统计
被引频次:16[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/184726
专题气候变化
作者单位1.Natl Taiwan Univ, Dept Atmospher Sci, Taipei, Taiwan;
2.Lawrence Livermore Natl Lab, Livermore, CA USA
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GB/T 7714
Chen, Wei-Ting,Wu, Chien-Ming,Ma, Hsi-Yen. Evaluating the Bias of South China Sea Summer Monsoon Precipitation Associated with Fast Physical Processes Using a Climate Model Hindcast Approach[J]. JOURNAL OF CLIMATE,2019,32(14):4491-4507.
APA Chen, Wei-Ting,Wu, Chien-Ming,&Ma, Hsi-Yen.(2019).Evaluating the Bias of South China Sea Summer Monsoon Precipitation Associated with Fast Physical Processes Using a Climate Model Hindcast Approach.JOURNAL OF CLIMATE,32(14),4491-4507.
MLA Chen, Wei-Ting,et al."Evaluating the Bias of South China Sea Summer Monsoon Precipitation Associated with Fast Physical Processes Using a Climate Model Hindcast Approach".JOURNAL OF CLIMATE 32.14(2019):4491-4507.
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