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Tellus A: Dynamic Meteorology and Oceanography Volume 69, 2017 - Issue 1

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Research Article

Precipitation data assimilation in WRFDA 4D-Var: implementation and application to convection-permitting forecasts over United States

Junmei BanNational Center for Atmospheric Research, Boulder, CO, USA.View further author information

Zhiquan LiuNational Center for Atmospheric Research, Boulder, CO, USA.Correspondence[email protected]
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Xin ZhangNational Oceanic and Atmospheric Administration, Boulder, CO, USA.View further author information

Xiang-Yu HuangCentre for Climate Research Singapore, Singapore, Singapore.View further author information

Hongli WangPanasonic Avionics Corporation/Panasonic Weather Solution, Morrisville, NC, USA.View further author information

Article: 1368310 | Received 09 Feb 2017, Accepted 09 Aug 2017, Published online: 08 Sep 2017

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https://doi.org/10.1080/16000870.2017.1368310
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Yuanbing Wang, Xin Li & Yaodeng Chen. (2023) Combined assimilation of hourly rainfall data and every 10-min AHI radiance with WRF 4DVar for the short-range heavy rainfall forecast in Eastern China. Atmospheric Research 292, pages 106867.
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Wei Sun, Zhiquan Liu, Christopher A. Davis, F. Martin Ralph, Luca Delle Monache & Minghua Zheng. (2022) Impacts of dropsonde and satellite observations on the forecasts of two atmospheric-river-related heavy rainfall events. Atmospheric Research 278, pages 106327.
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Paraskevi Vourlioti, Theano Mamouka, Apostolos Agrafiotis & Stylianos Kotsopoulos. (2022) Medicane Ianos: 4D-Var Data Assimilation of Surface and Satellite Observations into the Numerical Weather Prediction Model WRF. Atmosphere 13:10, pages 1683.
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Brian P. Reen, Huaqing Cai, Robert E. DumaisJr.Jr., Yuanfu Xie, Steve Albers & John W. Raby. (2022) Combining vLAPS and Nudging Data Assimilation. Atmosphere 13:1, pages 127.
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Joshua Chun Kwang Lee & Xiang-Yu Huang. 2022. Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. IV). Data Assimilation for Atmospheric, Oceanic and Hydrologic Applications (Vol. IV) 599 627 .

Serguei Ivanov, Silas Michaelides, Igor Ruban, Demetris Charalambous & Filippos Tymvios. (2021) Impact of radar data assimilation on simulations of precipitable water with the Harmonie model: A case study over Cyprus. Atmospheric Research 253, pages 105473.
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Sachin Budakoti, Charu Singh, P.K. Pal & Ashish Navale. (2021) Evaluation of the assimilation of conventional and satellite-based observations in simulating heavy rainfall event using WRFDA over the North-West Himalayan region. Dynamics of Atmospheres and Oceans 93, pages 101184.
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Jingnan Wang, Lifeng Zhang, Jiping Guan & Mingyang Zhang. (2020) Evaluation of Combined Satellite and Radar Data Assimilation with POD-4DEnVar Method on Rainfall Forecast. Applied Sciences 10:16, pages 5493.
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Jiaying Zhang, Liao-Fan Lin & Rafael L. Bras. (2020) Effect of Logarithmically Transformed IMERG Precipitation Observations in WRF 4D-Var Data Assimilation System. Water 12:7, pages 1918.
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Joshua C. K. Lee & Xiang‐Yu Huang. (2020) Background error statistics in the Tropics: Structures and impact in a convective‐scale numerical weather prediction system. Quarterly Journal of the Royal Meteorological Society 146:730, pages 2154-2173.
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Jie Wang, Youpeng Xu, Long Yang, Qiang Wang, Jia Yuan & Yuefeng Wang. (2020) Data Assimilation of High-Resolution Satellite Rainfall Product Improves Rainfall Simulation Associated with Landfalling Tropical Cyclones in the Yangtze River Delta. Remote Sensing 12:2, pages 276.
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Zahra Sahlaoui, Soumia Mordane, Eric Wattrelot & Jean‐François Mahfouf. (2019) Improving heavy rainfall forecasts by assimilating surface precipitation in the convective scale model AROME: A case study of the Mediterranean event of November 4, 2017. Meteorological Applications 27:1.
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Shizhang Wang & Zhiquan Liu. (2019) A radar reflectivity operator with ice-phase hydrometeors for variational data assimilation (version 1.0) and its evaluation with real radar data. Geoscientific Model Development 12:9, pages 4031-4051.
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Zahra Sahlaoui & Soumia Mordane. (2019) Radar Rainfall Estimation in Morocco: Quality Control and Gauge Adjustment. Hydrology 6:2, pages 41.
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Yuanbing Wang, Yaodeng Chen & Jinzhong Min. (2019) Impact of Assimilating China Precipitation Analysis Data Merging with Remote Sensing Products Using the 4DVar Method on the Prediction of Heavy Rainfall. Remote Sensing 11:8, pages 973.
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Precipitation data assimilation in WRFDA 4D-Var: implementation and application to convection-permitting forecasts over United States

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Precipitation data assimilation in WRFDA 4D-Var: implementation and application to convection-permitting forecasts over United States

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