Skip to Content

6 Results Found

  • Article
  • Open Access
6 Citations
3,115 Views
17 Pages

Performance of a Hybrid Gain Ensemble Data Assimilation Scheme in Tropical Cyclone Forecasting with the GRAPES Model

  • Xin Xia,
  • Jiali Feng,
  • Kun Wang,
  • Jian Sun and ,
  • Yudong Gao,
  • Yuchao Jin,
  • Yulong Ma,
  • Yan Gao and
  • Qilin Wan
  • + 4 authors+ 0 author

16 March 2023

Hybrid data assimilation (DA) methods have received extensive attention in the field of numerical weather prediction. In this study, a hybrid gain data assimilation (HGDA) method that combined the gain matrices of ensemble and variational methods was...

(This article belongs to the Section Atmospheric Techniques, Instruments, and Modeling)
  • Article
  • Open Access
16 Citations
4,701 Views
20 Pages

A Regional Model for Predicting Tropospheric Delay and Weighted Mean Temperature in China Based on GRAPES_MESO Forecasting Products

  • Liying Cao,
  • Bao Zhang,
  • Junyu Li,
  • Yibin Yao and ,
  • Lilong Liu,
  • Qishun Ran and
  • Zhaohui Xiong
  • + 2 authors+ 0 author

5 July 2021

Accurate tropospheric delay (TD) and weighted mean temperature (Tm) are important for Global Navigation Satellite System (GNSS) positioning and GNSS meteorology. For this purpose, plenty of empirical models have been built to provide estimates of TD...

(This article belongs to the Special Issue Climate Modelling and Monitoring Using GNSS)
  • Article
  • Open Access
8 Citations
4,898 Views
21 Pages

Application of Morrison Cloud Microphysics Scheme in GRAPES_Meso Model and the Sensitivity Study on CCN’s Impacts on Cloud Radiation

  • Yishe Shi,
  • Hong Wang,
  • Xinyong Shen,
  • Wenjie Zhang and ,
  • Meng Zhang,
  • Xiao Zhang,
  • Yue Peng,
  • Zhaodong Liu and
  • Jing Han
  • + 4 authors+ 0 author

13 April 2021

In the present study, the Morrison double-moment cloud microphysics scheme including mass and droplet number concentration of water and ice clouds is implemented into the Chinese mesoscale version of the Global/Regional Assimilation and Prediction Sy...

(This article belongs to the Section Atmospheric Techniques, Instruments, and Modeling)
  • Article
  • Open Access
3 Citations
2,013 Views
14 Pages

Research on Frequency Matching Correction Techniques for South China Precipitation Ensemble Forecast Based on the GRAPES Model

  • Jiantao Dang,
  • Jiawen Zheng,
  • Hongke Cai,
  • Xiaoping Zhao and ,
  • Daoyong Yang and
  • Lianjie Wang
  • + 1 author+ 0 author

10 April 2024

This study focuses on the real-time precipitation forecast products of the GRAPES_MESO regional ensemble forecast model, which is developed by the Numerical Weather Prediction Center of the China Meteorological Administration and is initialized 1&nda...

(This article belongs to the Section Atmospheric Techniques, Instruments, and Modeling)
  • Article
  • Open Access
971 Views
22 Pages

Improving Accuracy of Low-Altitude Three-Dimensional Wind Field Reconstruction via Multi-Task Learning

  • Yuqi Liu,
  • Chunxiang Shi,
  • Yujing Liang,
  • Lingling Ge and ,
  • Shuai Sun and
  • Ling Yang
  • + 1 author+ 0 author

7 August 2026

The demand for high-precision 3D wind fields in low-altitude weather services is increasing. To improve reconstruction accuracy, the high precision of 2D near-surface single-level products and the vertical structure of 3D numerical model outputs are...

  • Article
  • Open Access
13 Citations
2,871 Views
21 Pages

Impacts of Transition Approach of Water Vapor-Related Microphysical Processes on Quantitative Precipitation Forecasting

  • Zhanshan Ma,
  • Qijun Liu,
  • Chuanfeng Zhao,
  • Zhe Li and ,
  • Xiaolin Wu,
  • Jiong Chen,
  • Fei Yu,
  • Jian Sun and
  • Xueshun Shen
  • + 4 authors+ 0 author

18 July 2022

The water vapor-related microphysical processes (WVRMPs) in cloud microphysics schemes are crucial to the formation and dissipation of clouds, which have a significant impact on the quantitative precipitation forecasting of numerical weather predicti...

(This article belongs to the Section Meteorology)