Research progress of nowcasting precipitation forecast

As an important basis for weather warning and emergency rescue, precipitation forecast plays an important role in taking preventive measures in time and reducing the loss of life and property. The 0~6h nowcasting precipitation forecast has an important early warning function in dealing with the flood disaster caused by sudden strong convective rainfall. This paper reviews the latest research progress of nowcasting based on radar echo extrapolation, numerical model nowcasting, now-casting based on deep learning and nowcasting based on fusion algorithm at home and abroad, and discusses the advantages and disadvantages of various nowcasting methods. The shortcomings of the current nowcasting are summarized and the research directions of the follow-up focus are clarified, in order to lay the foundation for the further development of nowcasting in the future.

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Publication Details

Published
2025-04-02
DOI
https://doi.org/10.1117/12.3059830
Primary Topic
Environmental and Agricultural Sciences
Type
article
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Research progress of nowcasting precipitation forecast

Shufen Chen, Chaoxing Sun, Jia Yue, Yanhong Dou et al.
Environmental and Agricultural Sciences
article

Research progress of nowcasting precipitation forecast

Shufen Chen, Chaoxing Sun, Jia Yue, Yanhong Dou, Tianyu Liu, Xuemei Wang, Ronghua Liu
article en

Abstract

As an important basis for weather warning and emergency rescue, precipitation forecast plays an important role in taking preventive measures in time and reducing the loss of life and property. The 0~6h nowcasting precipitation forecast has an important early warning function in dealing with the flood disaster caused by sudden strong convective rainfall. This paper reviews the latest research progress of nowcasting based on radar echo extrapolation, numerical model nowcasting, now-casting based on deep learning and nowcasting based on fusion algorithm at home and abroad, and discusses the advantages and disadvantages of various nowcasting methods. The shortcomings of the current nowcasting are summarized and the research directions of the follow-up focus are clarified, in order to lay the foundation for the further development of nowcasting in the future.

China Institute of Water Resources and Hydropower Research (CN), Shandong Jianzhu University (CN)
Climate action
Openalex Percentile: Top 92%
Environmental and Agricultural Sciences
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