Atmosphere data assimilation system for the Siberian region with the WRF-ARW model and three-dimensional variational analysis WRF 3D-Var

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作者
R. B. Zaripov
Yu. V. Martynova
V. N. Krupchatnikov
A. P. Petrov
机构
[1] Hydrometeorological Research Center of the Russian Federation,Institute of Monitoring of Climatic and Ecological Systems, Siberian Branch
[2] Sibetrian Regional Research Hydrometeorological Institute,undefined
[3] Russian Academy of Sciences,undefined
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Atmospheric modeling; analysis of atmospheric conditions; regional weather forecast; assimilation of satellite observations;
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摘要
The system of the cyclic assimilation of data on atmospheric conditions used in the West Siberian Administration for Hydrometeorology and Environmental Monitoring is described. It is based on the WRF-ARW mesoscale atmospheric model and on the WRF 3D-Var system of the three-dimensional variational analysis of data. The system is verified when the first approximation data (6-hour forecast) and WRF-ARW forecasts with the lead time up to 24 hours are compared with the observational data. The problems of assimilation of observations from the AMSU-A and AIRS satellite instruments are considered. The effect of using AMSU-A and AIRS for the analysis in the Novosibirsk region is estimated. The experiments demonstrated that the cyclic data assimilation system operates successfully. The AMSU-A observations improve the quality of analyses and forecasts in winter. In summer the impact of satellite observations on the forecast skill scores is ambiguous. Good short-term forecasts are provided by the initial conditions obtained using the system of detailing of the NCEP large-scale analysis.
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页码:808 / 815
页数:7
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  • [1] Atmosphere Data Assimilation System for the Siberian Region with the WRF-ARW Model and Three-dimensional Variational Analysis WRF 3D-Var
    Zaripov, R. B.
    Martynova, Yu. V.
    Krupchatnikov, V. N.
    Petrov, A. P.
    [J]. RUSSIAN METEOROLOGY AND HYDROLOGY, 2016, 41 (11-12) : 808 - 815
  • [2] A Three-Dimensional Scale-Adaptive Turbulent Kinetic Energy Scheme in the WRF-ARW Model
    Zhang, Xu
    Bao, Jian-Wen
    Chen, Baode
    Grell, Evelyn D.
    [J]. MONTHLY WEATHER REVIEW, 2018, 146 (07) : 2023 - 2045
  • [3] The ECMWF implementation of three-dimensional variational assimilation (3D-Var). I: Formulation
    Courtier, P
    Andersson, E
    Heckley, W
    Pailleux, J
    Vasiljevic, D
    Hamrud, M
    Hollingsworth, A
    Rabier, E
    Fisher, M
    [J]. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 1998, 124 (550) : 1783 - 1807
  • [4] Weather Forecasts by the WRF-ARW Model with the GSI Data Assimilation System in the Complex Terrain Areas of Southwest Asia
    Xu, J.
    Rugg, S.
    Byerle, L.
    Liu, Z.
    [J]. WEATHER AND FORECASTING, 2009, 24 (04) : 987 - 1008
  • [5] Impact of assimilation of Atmospheric InfraRed Sounder (AIRS) radiances and retrievals in the WRF 3D-Var assimilation system
    Singh, Randhir
    Kishtawal, C. M.
    Ojha, Satya P.
    Pal, P. K.
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2012, 117
  • [6] The ECMWF implementation of three-dimensional variational assimilation (3D-Var). III: Experimental results
    Andersson, E
    Haseler, J
    Unden, P
    Courtier, P
    Kelly, G
    Vasiljevic, D
    Brankovic, C
    Cardinali, C
    Gaffard, C
    Hollingsworth, A
    Jakob, C
    Janssen, P
    Klinker, E
    Lanzinger, A
    Miller, M
    Rabier, F
    Simmons, A
    Strauss, B
    Thepaut, JN
    Viterbo, P
    [J]. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 1998, 124 (550) : 1831 - 1860
  • [7] The ECMWF implementation of three-dimensional variational assimilation (3D-Var). II: Structure functions
    Rabier, F
    McNally, A
    Andersson, E
    Courtier, P
    Unden, P
    Eyre, J
    Hollingsworth, A
    Bouttier, F
    [J]. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 1998, 124 (550) : 1809 - 1829
  • [8] Lightning data assimilation in the WRF-ARW model for short-term rainfall forecasts of three severe storm cases in Italy
    Prat, Albert Comellas
    Federico, Stefano
    Torcasio, Rosa Claudia
    Fierro, Alex O.
    Dietrich, Stefano
    [J]. ATMOSPHERIC RESEARCH, 2021, 247
  • [9] Impact of lateral boundary and initial conditions in the prediction of Bay of Bengal cyclones using WRF model and its 3D-VAR data assimilation system
    Singh, K. S.
    Bhaskaran, Prasad K.
    [J]. JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS, 2018, 175 : 64 - 75
  • [10] Implementation of A New Ionospheric Model (ANIMo) into a Three-Dimensional Variational analysis (3D-Var) for imaging and forecasting purposes
    Da Dalt, F.
    Benton, C. J.
    Panicciari, T.
    Smith, N. D.
    Mitchell, C. N.
    [J]. 2014 XXXITH URSI GENERAL ASSEMBLY AND SCIENTIFIC SYMPOSIUM (URSI GASS), 2014,