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Abstract
The Advanced Radiative Transfer Modeling System (ARMS), a computationally efficient satellite observation operator, has been successfully integrated into the YinHe four-dimensional variational data assimilation (YH4DVAR) system. This study investigates the impacts of assimilating Advanced Microwave Sounding Unit-A (AMSU-A) observations from the Meteorological Operational Satellite-C (MetOp-C) on the performance of YH4DVAR. Through a month-long global statistical analysis and a case study of Typhoon Hinnamnor, we evaluate the benefits of AMSU-A data assimilation under clear sky conditions. Key findings are as follows. (1) ARMS achieves simulation accuracy comparable to RTTOV (Radiative Transfer for the Television and InfraRed Observation Satellite Operational Verti-cal sounder) version 11.2, demonstrating only a 0.5% discrepancy in data retention after quality control. (2) Implementation of ARMS as an operator in YH4DVAR enhances forecast accuracy for the 850-hPa temperature and 500-hPa geopotential height in the tropical region. (3) Compared to RTTOV, ARMS has improved the intensity forecast of Typhoon Hinnamnor and reduced mean wind speed errors by approximately 2% and central pressure errors by approximately 1%. ARMS has now been operationally adopted as an alternative observational operator wi-thin YH4DVAR, demonstrating exceptional numerical stability, computational efficiency, and promising potential for future satellite data assimilation applications.
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Citation
Luo, T. L., S. Ma, W. M. Zhang, et al., 2025: Assimilation of MetOp-C AMSU-A data using the ARMS as an observation operator in the YH4DVAR system. J. Meteor. Res., 39(2), 252–271, https://doi.org/10.1007/s13351-025-4206-2.
Luo, T. L., S. Ma, W. M. Zhang, et al., 2025: Assimilation of MetOp-C AMSU-A data using the ARMS as an observation operator in the YH4DVAR system. J. Meteor. Res., 39(2), 252–271, https://doi.org/10.1007/s13351-025-4206-2.
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Luo, T. L., S. Ma, W. M. Zhang, et al., 2025: Assimilation of MetOp-C AMSU-A data using the ARMS as an observation operator in the YH4DVAR system. J. Meteor. Res., 39(2), 252–271, https://doi.org/10.1007/s13351-025-4206-2.
Luo, T. L., S. Ma, W. M. Zhang, et al., 2025: Assimilation of MetOp-C AMSU-A data using the ARMS as an observation operator in the YH4DVAR system. J. Meteor. Res., 39(2), 252–271, https://doi.org/10.1007/s13351-025-4206-2.
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