Impacts of Observation Forward Operator on Infrared Radiance Data Assimilation with Fine Model Resolutions

被引:0
|
作者
Zhou, Linfan [1 ,2 ]
Lei, Lili [1 ,2 ,3 ]
Tan, Zhe-Min [1 ,2 ]
Zhang, Yi [1 ,2 ]
Di, Di [4 ]
机构
[1] Key Laboratory of Mesoscale Severe Weather, Ministry of Education, Nanjing University, Nanjing, China
[2] School of Atmospheric Sciences, Nanjing University, Nanjing, China
[3] Frontiers Science Center for Critical Earth Material Cycling, Nanjing University, Nanjing, China
[4] School of Atmospheric Sciences, Nanjing University of Information Science and Technology, Nanjing, China
来源
Monthly Weather Review | 2023年 / 151卷 / 01期
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Errors - Gaussian noise (electronic) - Hurricanes - Storms
引用
收藏
页码:163 / 173
相关论文
共 50 条
  • [1] Impacts of Observation Forward Operator on Infrared Radiance Data Assimilation with Fine Model Resolutions
    Zhou, Linfan
    Lei, Lili
    Tan, Zhe-Min
    Zhang, Yi
    Di, Di
    MONTHLY WEATHER REVIEW, 2023, 151 (01) : 163 - 173
  • [2] A Machine Learning Approach to the Observation Operator for Satellite Radiance Data Assimilation
    Liang, Jianyu
    Terasaki, Koji
    Miyoshi, Takemasa
    JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN, 2023, 101 (01) : 79 - 95
  • [3] Effects of Observation-Operator Nonlinearity on the Assimilation of Visible and Infrared Radiances in Ensemble Data Assimilation
    Kugler, Lukas
    Weissmann, Martin
    QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2025,
  • [4] Impacts of spatial resolutions and data quality on soil moisture data assimilation
    Parada, Laura M.
    Liang, Xu
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2008, 113 (D10)
  • [5] Impacts of radiance data assimilation on the Beijing 7.21 heavy rainfall
    Xie, Yanhui
    Xing, Jianyong
    Shi, Jiancheng
    Dou, Youjun
    Lei, Yonghui
    ATMOSPHERIC RESEARCH, 2016, 169 : 318 - 330
  • [6] Diagnostics of Observation Error of Satellite Radiance Data in Korean Integrated Model (KIM) Data Assimilation System br
    Kim, Hyeyoung
    Kang, Jeon-Ho
    Kwon, In-Hyuk
    ATMOSPHERE-KOREA, 2022, 32 (04): : 263 - 276
  • [7] Composing a surrogate observation operator for sequential data assimilation
    Akita, Kosuke
    Miyatake, Yuto
    Furihata, Daisuke
    JSIAM LETTERS, 2022, 14 : 123 - 126
  • [8] Impacts of radar forward operator on convective-scale data assimilation and short-term forecasts
    Feng, Yuxuan
    Zeng, Yuefei
    de Lozar, Alberto
    ATMOSPHERIC RESEARCH, 2024, 299
  • [9] Variational Data Assimilation with a Learned Inverse Observation Operator
    Frerix, Thomas
    Kochkov, Dmitrii
    Smith, Jamie A.
    Cremers, Daniel
    Brenner, Michael P.
    Hoyer, Stephan
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139, 2021, 139
  • [10] Assessment of Snow Grain-Size Model and Stratigraphy Representation Impacts on Snow Radiance Assimilation: Forward Modeling Evaluation
    Huang, Chunlin
    Margulis, Steven A.
    Durand, Michael T.
    Musselman, Keith N.
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2012, 50 (11): : 4551 - 4564