研究论文

Overview and Prospect of Data Assimilation in Numerical Weather Prediction

Lili Lei, Fuzhong Weng, Wansuo Duan, Yaodeng Chen, Lin Zhang, Ruichun Wang, Jun Yang, Xiaohao Qin 等 14 位

Nanjing University　China Meteorological Administration　Chinese Academy of Sciences　Institute of Atmospheric Physics

来源气象学报：英文版

年份2025

DOI10.1007/s13351-025-4905-8

原文https://doi.org/10.1007/s13351-025-4905-8

阅读操作

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在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

420

426

关键指标

被引次数 · OpenAlex

2.90

领域内被引倍数
同类平均 = 1

前 8%

引用位次
同领域 · 同年份 · 同类型

301

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

物理

Meteorological Phenomena and Simulations

Precipitation Measurement and Analysis · Radio Wave Propagation Studies

参考文献 301

Data Assimilation in the Ocean and in the Atmosphere : What Should be Next? (gtSpecial IssueltData Assimilation in Meteology and Oceanography: Theory and Practice)

Kalnay Eugenia, David L. T. Anderson, Andrew F. Bennett · Journal of the Meteorological Society of Japan Ser II · 1997

被引 28

Horizontal Transition of Turbulent Cascade in the Near-Surface Layer of Tropical Cyclones

Jie Tang, D. G. Byrne, Jun A. Zhang · Journal of the Atmospheric Sciences · 2015

被引 24

Exploring strategies for coupled 4D-Var data assimilation using an idealised atmosphere–ocean model

Polly J. Smith, Alison Fowler, Amos S. Lawless · Tellus A Dynamic Meteorology and Oceanography · 2015

被引 56

此处列出前 3 条

引用本文 5

Evaluating the Shanghai Typhoon Model against State-of-the-Art Machine-Learning Weather Prediction Models: A Case Study for Typhoon Danas (2025)

Zeyi Niu, Wei Huang, Yuhua Yang · Advances in Atmospheric Sciences · 2025

被引 4

Toward a digital twin for nuclear reactors: Data assimilation in thermal-hydraulics using EnKF

Lanxin GONG, Changhong Peng, Qingyu Huang · Progress in Nuclear Energy · 2026

被引 2

SIMBA: A Bidirectional Retrieval–Forward Simulation Framework for Modeling FY-4A/GIIRS Hyperspectral Infrared Radiances Toward NWP Applications

Jingdong Shen, Fu Wang, Qifeng Lu · Remote Sensing · 2026

被引 1

按被引量排序，此处列出前 3 条

研究论文

Overview and Prospect of Data Assimilation in Numerical Weather Prediction

Lili Lei, Fuzhong Weng, Wansuo Duan, Yaodeng Chen, Lin Zhang, Ruichun Wang, Jun Yang, Xiaohao Qin 等 14 位

Nanjing University　China Meteorological Administration　Chinese Academy of Sciences　Institute of Atmospheric Physics

来源气象学报：英文版

年份2025

DOI10.1007/s13351-025-4905-8

原文https://doi.org/10.1007/s13351-025-4905-8

阅读操作

确认中

在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

420

426

关键指标

被引次数 · OpenAlex

2.90

领域内被引倍数
同类平均 = 1

前 8%

引用位次
同领域 · 同年份 · 同类型

301

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

物理

Meteorological Phenomena and Simulations

Precipitation Measurement and Analysis · Radio Wave Propagation Studies

参考文献 301

Data Assimilation in the Ocean and in the Atmosphere : What Should be Next? (gtSpecial IssueltData Assimilation in Meteology and Oceanography: Theory and Practice)

Kalnay Eugenia, David L. T. Anderson, Andrew F. Bennett · Journal of the Meteorological Society of Japan Ser II · 1997

被引 28

Horizontal Transition of Turbulent Cascade in the Near-Surface Layer of Tropical Cyclones

Jie Tang, D. G. Byrne, Jun A. Zhang · Journal of the Atmospheric Sciences · 2015

被引 24

Exploring strategies for coupled 4D-Var data assimilation using an idealised atmosphere–ocean model

Polly J. Smith, Alison Fowler, Amos S. Lawless · Tellus A Dynamic Meteorology and Oceanography · 2015

被引 56

此处列出前 3 条

引用本文 5

Evaluating the Shanghai Typhoon Model against State-of-the-Art Machine-Learning Weather Prediction Models: A Case Study for Typhoon Danas (2025)

Zeyi Niu, Wei Huang, Yuhua Yang · Advances in Atmospheric Sciences · 2025

被引 4

Toward a digital twin for nuclear reactors: Data assimilation in thermal-hydraulics using EnKF

Lanxin GONG, Changhong Peng, Qingyu Huang · Progress in Nuclear Energy · 2026

被引 2

SIMBA: A Bidirectional Retrieval–Forward Simulation Framework for Modeling FY-4A/GIIRS Hyperspectral Infrared Radiances Toward NWP Applications

Jingdong Shen, Fu Wang, Qifeng Lu · Remote Sensing · 2026

被引 1

按被引量排序，此处列出前 3 条