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    Convection-Permitting Forecasts Initialized with Continuously Cycling Limited-Area 3DVAR, Ensemble Kalman Filter, and “Hybrid” Variational–Ensemble Data Assimilation Systems 

    Source: Monthly Weather Review:;2013:;volume( 142 ):;issue: 002:;page 716
    Author(s): Schwartz, Craig S.; Liu, Zhiquan
    Publisher: American Meteorological Society
    Abstract: nalyses with 20-km horizontal grid spacing were produced from parallel continuously cycling three-dimensional variational (3DVAR), ensemble square root Kalman filter (EnSRF), and ?hybrid? variational?ensemble data assimilation ...
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    Sensitivity of Limited-Area Hybrid Variational-Ensemble Analyses and Forecasts to Ensemble Perturbation Resolution 

    Source: Monthly Weather Review:;2015:;volume( 143 ):;issue: 009:;page 3454
    Author(s): Schwartz, Craig S.; Liu, Zhiquan; Huang, Xiang-Yu
    Publisher: American Meteorological Society
    Abstract: ual-resolution (DR) hybrid variational-ensemble analysis capability was implemented within the community Weather Research and Forecasting (WRF) Model data assimilation (DA) system, which is designed for limited-area ...
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    Impact of Assimilating Microwave Radiances with a Limited-Area Ensemble Data Assimilation System on Forecasts of Typhoon Morakot 

    Source: Weather and Forecasting:;2011:;volume( 027 ):;issue: 002:;page 424
    Author(s): Schwartz, Craig S.; Liu, Zhiquan; Chen, Yongsheng; Huang, Xiang-Yu
    Publisher: American Meteorological Society
    Abstract: wo parallel experiments were designed to evaluate whether assimilating microwave radiances with a cyclic, limited-area ensemble adjustment Kalman filter (EAKF) could improve track, intensity, and precipitation forecasts ...
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    Impact of Assimilating AMSU-A Radiances on Forecasts of 2008 Atlantic Tropical Cyclones Initialized with a Limited-Area Ensemble Kalman Filter 

    Source: Monthly Weather Review:;2012:;volume( 140 ):;issue: 012:;page 4017
    Author(s): Liu, Zhiquan; Schwartz, Craig S.; Snyder, Chris; Ha, So-Young
    Publisher: American Meteorological Society
    Abstract: he impact of assimilating radiance observations from the Advanced Microwave Sounding Unit-A (AMSU-A) on forecasts of several tropical cyclones (TCs) was studied using the Weather Research and Forecasting Model (WRF) and a ...
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    Assimilation of Radar Reflectivity via a Full-Hydrometeor Assimilation Scheme Based on the WSM6 Microphysics Scheme in WRF 4D-Var 

    Source: Monthly Weather Review:;2024:;volume( 152 ):;issue: 006:;page 1303
    Author(s): Yang, Sen; Li, Deqin; Huang, Xiang-yu; Liu, Zhiquan; Pan, Xiao; Duan, Yunxia
    Publisher: American Meteorological Society
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    Evaluating Forecast Impact of Assimilating Microwave Humidity Sounder (MHS) Radiances with a Regional Ensemble Kalman Filter Data Assimilation System 

    Source: Weather and Forecasting:;2015:;volume( 030 ):;issue: 004:;page 964
    Author(s): Newman, Kathryn M.; Schwartz, Craig S.; Liu, Zhiquan; Shao, Hui; Huang, Xiang-Yu
    Publisher: American Meteorological Society
    Abstract: his study examines the impact of assimilating Microwave Humidity Sounder (MHS) radiances in a limited-area ensemble Kalman filter (EnKF) data assimilation system. Two experiments spanning 11 August?13 September 2008 were ...
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    Variational Bias Correction of TAMDAR Temperature Observations in the WRF Data Assimilation System 

    Source: Monthly Weather Review:;2019:;volume 147:;issue 006:;page 1927
    Author(s): Gao, Feng; Liu, Zhiquan; Ma, Juhui; Jacobs, Neil A.; Childs, Peter P.; Wang, Hongli
    Publisher: American Meteorological Society
    Abstract: AbstractA variational bias correction (VarBC) scheme is developed and tested using regional Weather Research and Forecasting Model Data Assimilation (WRFDA) to correct systematic errors in aircraft-based measurements of ...
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    Comparing Limited-Area 3DVAR and Hybrid Variational-Ensemble Data Assimilation Methods for Typhoon Track Forecasts: Sensitivity to Outer Loops and Vortex Relocation 

    Source: Monthly Weather Review:;2013:;volume( 141 ):;issue: 012:;page 4350
    Author(s): Schwartz, Craig S.; Liu, Zhiquan; Huang, Xiang-Yu; Kuo, Ying-Hwa; Fong, Chin-Tzu
    Publisher: American Meteorological Society
    Abstract: he Weather Research and Forecasting Model (WRF) ?hybrid? variational-ensemble data assimilation (DA) algorithm was used to initialize WRF model forecasts of three tropical cyclones (TCs). The hybrid-initialized forecasts ...
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    Two Overlooked Biases of the Advanced Research WRF (ARW) Model in Geopotential Height and Temperature 

    Source: Monthly Weather Review:;2012:;volume( 140 ):;issue: 012:;page 3907
    Author(s): Wee, Tae-Kwon; Kuo, Ying-Hwa; Lee, Dong-Kyou; Liu, Zhiquan; Wang, Wei; Chen, Shu-Ya
    Publisher: American Meteorological Society
    Abstract: he authors have discovered two sizeable biases in the Weather Research and Forecasting (WRF) model: a negative bias in geopotential and a warm bias in temperature, appearing both in the initial condition and the forecast. ...
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    A Method for Probability Matching Based on the Ensemble Maximum for Quantitative Precipitation Forecasts 

    Source: Monthly Weather Review:;2020:;volume( 148 ):;issue: 008:;page 3379
    Author(s): Qiao, Xiaoshi;Wang, Shizhang;Schwartz, Craig S.;Liu, Zhiquan;Min, Jinzhong
    Publisher: American Meteorological Society
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