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Impact of Assimilating Radiances with the WRFDA ETKF/3DVAR Hybrid System on Prediction of Two Typhoons in 2012
  • ISSN号:2095-6037
  • 期刊名称:《气象学报:英文版》
  • 时间:0
  • 分类:P457.8[天文地球—大气科学及气象学] U469.11[机械工程—车辆工程;交通运输工程—载运工具运用工程;交通运输工程—道路与铁道工程]
  • 作者机构:[1]Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Nanjing University of Information Science & Technology, Nanjing 210044, China, [2]National Center for Atmospheric Research, Boulder, CO 80302, USA, [3]Global Systems Division, Earth System Research Laboratory, NOAA, Boulder, CO 80302, USA
  • 相关基金:Supported by the National(Key)Basic Research and Development(973)Program of China(2013CB430102); National Natural Science Foundation of China(41375025); Innovation Scientific Research Program for College Graduates of Jiangsu Province(CXZZ12-0490). Acknowledgments. NCAR is sponsored by the US National Science Foundation. Any opinions, findings, and conclusions or recommendations expressed in this publication are those of the authors and do not necessarily reflect the views of the US National Science Foundation.
中文摘要:

AMSU 的影响 -- A 和 IASI (红外线的大气的发出声音干涉仪) 台风 Vicente 和 Saola (2012 ) 的预言上的发光吸收被使用整体变换 Kalman filter/three-dimensional 学习变化(ETKF/3DVAR ) 为天气研究的混合系统并且预报(WRF ) 当模特儿。没有在 3DVAR 吸收发光数据的实验与用 3DVAR 和 ETKF/3DVAR 混合系统的二个实验相比吸收 AMSU -- 发光分别地。结果显示出那 AMSU -- 一个发光数据在 3DVAR 系统的磁道预报上有细微积极影响。当 ETKF/3DVAR 混合系统被采用时,台风轨道预报技巧极大地被改进。为 36-h 预报,混合系统至多为风和温度有一个更低的 root-mean-square 错误在底层的层次,和特定的湿度,与 3DVAR 相比。平均,它也被发现那与 AMSU 一起的 IASI 发光数据的使用 -- 没有 IASI,在混合系统的一个发光数据进一步与实验相比增加磁道,风,和特定的湿度预报精确性发光吸收。

英文摘要:

The impacts of AMSU-A and IASI(Infrared Atmospheric Sounding Interferometer) radiances assimilation on the prediction of typhoons Vicente and Saola(2012) are studied by using the ensemble transform Kalman filter/three-dimensional variational(ETKF/3DVAR) Hybrid system for the Weather Research and Forecasting(WRF) model. The experiment without assimilating radiance data in 3DVAR is compared with two experiments using the 3DVAR and ETKF/3DVAR hybrid systems to assimilate AMSU-A radiance,respectively. The results show that AMSU-A radiance data have slight positive impacts on track forecasts of the 3DVAR system. When the ETKF/3DVAR hybrid system is employed, typhoon track forecast skills are greatly improved. For 36-h forecasts, the hybrid system has a lower root-mean-square error for wind and temperature at most levels, and specific humidity at low levels, compared to 3DVAR. It is also found that, on average, the use of the IASI radiance data along with AMSU-A radiance data in the hybrid system further increases the track, wind, and specific humidity forecast accuracy compared to the experiment without IASI radiance assimilation.

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期刊信息
  • 《气象学报:英文版》
  • 主管单位:
  • 主办单位:中国气象学会
  • 主编:
  • 地址:北京市中关村南大街46号
  • 邮编:100081
  • 邮箱:cmsams@163.com
  • 电话:010-68407634
  • 国际标准刊号:ISSN:2095-6037
  • 国内统一刊号:ISSN:11-2277/P
  • 邮发代号:
  • 获奖情况:
  • 国内外数据库收录:
  • 荷兰地学数据库,荷兰文摘与引文数据库,美国剑桥科学文摘,美国科学引文索引(扩展库)
  • 被引量:280