24.8.6.6.4 Radar Echo Extrapolation

Chapter Contents (Back)
Radar. Extrapolation. Extrapolation. Radar Echo Extrapolation.
See also Weather Radar Applications, Meteorological Radar, Weather Analysis.
See also Nowcasting, Weather Reportion, Weather Forecast.
See also Outpainting, Extrapolation.

Tran, Q.K.[Quang-Khai], Song, S.K.[Sa-Kwang],
Multi-Channel Weather Radar Echo Extrapolation with Convolutional Recurrent Neural Networks,
RS(11), No. 19, 2019, pp. xx-yy.
DOI Link 1910
BibRef

Sun, N.L.[Neng-Li], Zhou, Z.M.[Ze-Ming], Li, Q.[Qian], Jing, J.[Jinrui],
Three-Dimensional Gridded Radar Echo Extrapolation for Convective Storm Nowcasting Based on 3D-ConvLSTM Model,
RS(14), No. 17, 2022, pp. xx-yy.
DOI Link 2209
BibRef

Guo, S.Q.[Shi-Qing], Sun, N.L.[Neng-Li], Pei, Y.[Yanle], Li, Q.[Qian],
3D-UNet-LSTM: A Deep Learning-Based Radar Echo Extrapolation Model for Convective Nowcasting,
RS(15), No. 6, 2023, pp. 1529.
DOI Link 2304
BibRef

Zhang, Y.H.[Yong-Hong], Geng, S.[Sutong], Tian, W.[Wei], Ma, G.Y.[Guang-Yi], Zhao, H.J.[Hua-Jun], Xie, D.L.[Dong-Lin], Lu, H.Y.[Huan-Yu], Sian, K.T.C.L.K.[Kenny Thiam Choy Lim Kam],
Weather Radar Echo Extrapolation with Dynamic Weight Loss,
RS(15), No. 12, 2023, pp. xx-yy.
DOI Link 2307
BibRef

Niu, X.H.[Xiang-Hua], Zhang, L.X.[Li-Xia], Wang, C.L.[Chun-Lin], Shen, K.L.[Kai-Ling], Tian, W.[Wei], Liao, B.[Bin],
A Generative Adversarial and Spatiotemporal Differential Fusion Method in Radar Echo Extrapolation,
RS(15), No. 22, 2023, pp. 5329.
DOI Link 2311
BibRef

Sun, Y.[Yue], Xiao, H.[Hui], Tian, Y.[Ye], Yang, H.L.[Hui-Ling],
A Nonlinear Grid Transformation Method for Extrapolating and Predicting the Convective Echo of Weather Radar,
RS(15), No. 5, 2023, pp. xx-yy.
DOI Link 2303
BibRef

Pei, Y.[Yanle], Li, Q.[Qian], Wu, Y.[Yayi], Peng, X.[Xuan], Guo, S.Q.[Shi-Qing], Ye, C.Z.[Cheng-Zhi], Wang, T.Y.[Tian-Ying],
MAFNet: Multimodal Asymmetric Fusion Network for Radar Echo Extrapolation,
RS(16), No. 19, 2024, pp. 3597.
DOI Link 2410
crucial method for convective nowcasting BibRef

Geng, H.T.[Huan-Tong], Zhao, H.[Han], Shi, Z.P.[Zhan-Peng], Wu, F.L.[Fang-Li], Geng, L.C.[Liang-Chao], Ma, K.[Kefei],
MBFE-UNet: A Multi-Branch Feature Extraction UNet with Temporal Cross Attention for Radar Echo Extrapolation,
RS(16), No. 21, 2024, pp. 3956.
DOI Link 2411
BibRef

Geng, H.T.[Huan-Tong], Wu, F.L.[Fang-Li], Zhuang, X.R.[Xiao-Ran], Geng, L.C.[Liang-Chao], Xie, B.Y.[Bo-Yang], Shi, Z.P.[Zhan-Peng],
The MS-RadarFormer: A Transformer-Based Multi-Scale Deep Learning Model for Radar Echo Extrapolation,
RS(16), No. 2, 2024, pp. 274.
DOI Link 2402
BibRef

He, G.X.[Guang-Xin], Qu, H.F.[Hai-Feng], Luo, J.J.[Jing-Jia], Cheng, Y.[Yong], Wang, J.[Jun], Zhang, P.[Ping],
An Long Short-Term Memory Model with Multi-Scale Context Fusion and Attention for Radar Echo Extrapolation,
RS(16), No. 2, 2024, pp. 376.
DOI Link 2402
BibRef

Qiu, Y.[Yunan], Lu, B.J.[Bing-Jian], Xiong, W.R.[Wen-Rui], Lu, Z.Y.[Zhen-Yu], Sun, L.[Le], Cui, Y.J.[Ying-Jie],
ViViT-Prob: A Radar Echo Extrapolation Model Based on Video Vision Transformer and Spatiotemporal Sparse Attention,
RS(17), No. 12, 2025, pp. 1966.
DOI Link 2506
BibRef

Zhu, W.[Wenda], Lu, Z.Y.[Zhen-Yu], Zhang, Y.[Yuan], Zhao, Z.Q.[Zi-Qi], Lu, B.J.[Bing-Jian], Li, R.[Ruiyi],
RaDiT: A Differential Transformer-Based Hybrid Deep Learning Model for Radar Echo Extrapolation,
RS(17), No. 12, 2025, pp. 1976.
DOI Link 2506
BibRef

Zhao, Z.Q.[Zi-Qi], Duan, C.X.[Chun-Xu], Song, L.[Lin], Zhang, Q.[Qilin], Zhu, W.[Wenda], Liu, Y.[Yi],
MissPred: A Robust Two-Stage Radar Echo Extrapolation Algorithm for Incomplete Sequences,
RS(17), No. 12, 2025, pp. 2066.
DOI Link 2506
BibRef


Gan, J.H.[Jian-Hong], Qi, H.[Hui], Hu, W.D.[Wen-Dong],
Research on weather radar nowcasting extrapolation,
CVIDL20(84-89)
IEEE DOI 2102
extrapolation, geophysics computing, learning (artificial intelligence), meteorological radar, rain, LSTM BibRef

Shi, E.[En], Li, Q.[Qian], Gu, D.[Daquan], Zhao, Z.M.[Zhang-Ming],
A Method of Weather Radar Echo Extrapolation Based on Convolutional Neural Networks,
MMMod18(I:16-28).
Springer DOI 1802
BibRef

Chapter on Cartography, Aerial Images, Buildings, Roads, Terrain, Forests, Trees, ATR continues in
Rainfall Analysis, Rain, Precipitation, Weather Radar .


Last update:Oct 6, 2025 at 14:07:43