xuguangning1218 / Typhoon_Path
Official source code for paper 《AM-ConvGRU: A Spatio-Temporal Model for Typhoon Path Prediction》
☆24Updated 3 months ago
Alternatives and similar repositories for Typhoon_Path:
Users that are interested in Typhoon_Path are comparing it to the libraries listed below
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆16Updated 2 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆39Updated 2 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆11Updated 3 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆32Updated last year
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆48Updated 2 years ago
- ☆19Updated 2 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 3 years ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆16Updated last year
- A model for short-term precipitation forecasting based on radar data☆59Updated 6 months ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆10Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆14Updated last month
- The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.☆48Updated last year
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆18Updated last year
- Skilful precipitation nowcasting using deep generative models of radar☆34Updated 3 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆49Updated 5 months ago
- ConvLSTM for short-term precipitation forecasting.☆21Updated 5 years ago
- Code for working with the SEVIR weather dataset☆28Updated 2 years ago
- 读取FY4A的所有产品☆34Updated 2 years ago
- The Radar Echo Extrapolation Model☆31Updated 3 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆21Updated 4 years ago
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆26Updated 4 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- 气象数据分析代码和部分数据☆10Updated 6 years ago
- ☆24Updated 2 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆32Updated 2 years ago
- seominseok0429 / W4C22-Simple-Baseline-for-Weather-Forecasting-Using-Spatiotemporal-Context-Aggregation-NetworkW4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆22Updated last year
- Code for TRUNET model☆17Updated last year
- Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic☆14Updated 3 years ago
- ☆11Updated 3 years ago
- ☆28Updated last year