ENKF

作品数：102被引量：477H指数：11
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相关作者：赵辉曹琳朱磊高山红师春香更多>>
相关机构：南京信息工程大学中国石油大学（华东）南京大学河海大学更多>>
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EnKF Assimilation of Satellite-retrieved Cloud Water Path to Improve Tropical Cyclone Rainfall Forecast被引量：1
《Journal of Tropical Meteorology》2021年第3期201-217,共17页GAO Xiao-yu LIN Yan-luan YUE Jian 
National Key R&D Project of China(2018YFC1507001)。
Tropical cyclone(TC) rainfall forecast has remained a challenge. To create initial conditions with high quality for simulation, the present study implemented a data assimilation scheme based on the EnKF method to inge...
关键词：tropical cyclone data assimilation ENKF cloud water path 
Assimilation of Polarimetric Radar Data Using an Ensemble Kalman Filter for the Analysis and Forecast of Tropical Storm Ewiniar(2018)被引量：2
《Journal of Tropical Meteorology》2021年第2期94-108,共15页LI Hui-qi LIU Xian-tong XIAO Hui WAN Qi-lin 
National Natural Science Foundation of China(42030610);Open Research Program of the State Key Laboratory of Severe Weather(2019LASW-B03);Guangdong Basic and Applied Basic Research Foundation(2021A1515011415);National Natural Science Foundation of China(41905047,41975138)。
This study explores the potential for directly assimilating polarimetric radar data(including reflectivity Z and differential reflectivity Z_(DR))using an ensemble Kalman filter(EnKF)based on the Weather Research and ...
关键词：data assimilation polarimetric radar ENKF tropical cyclone heavy rainfall 
NUMERICAL PREDICTION OF AN EXTREME RAINSTORM OVER THE PEARL RIVER DELTA REGION ON 7 MAY 2017 BASED ON WRF-ENKF被引量：8
《Journal of Tropical Meteorology》2019年第3期312-323,共12页XIAO Hui WAN Qi-lin LIU Xian-tong ZHENG Teng-fei FENG Lu XIA Feng CHEN Jing-hua 
National Key Basic Research and Development(973)Program of China(2015CB452802);National Natural Science Foundation of China(41705120,41705020,41705118);National Science and Technology Program(2017YFC1501701);Guangdong Province Science and Technology Project(2015B020217001,2017B020244002)
An ensemble Kalman filter based on the Weather Research and Forecasting Model(WRF-En KF) is used to explore the effectiveness of the assimilation of surface observation data in an extreme local rainstorm over the Pear...
关键词：EXTREME rainfall 2-m temperature ASSIMILATION of surface observations WRF-EnKF RAINSTORM 
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