VincentBouget / rain-nowcasting-with-fusion-of-rainfall-and-wind-data-articleLinks
Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"
☆53Updated 2 years ago
Alternatives and similar repositories for rain-nowcasting-with-fusion-of-rainfall-and-wind-data-article
Users that are interested in rain-nowcasting-with-fusion-of-rainfall-and-wind-data-article are comparing it to the libraries listed below
Sorting:
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆51Updated 3 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆35Updated 3 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Updated 2 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆11Updated last year
- The Radar Echo Extrapolation Model☆35Updated 3 years ago
- A model for short-term precipitation forecasting based on radar data☆63Updated 11 months ago
- Code for working with the SEVIR weather dataset☆32Updated 3 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
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆19Updated 2 years ago
- ☆24Updated 3 years ago
- 从Convlstm2D的基础上改编: https://github.com/ndrplz/ConvLSTM_pytorch 可用于雷达回波等短临预报领域,采用模仿Dr.SXJ的Seq2seq结构.☆33Updated 5 years ago
- ☆19Updated 3 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆41Updated 3 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- ☆10Updated 10 months ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆18Updated last year
- AI Challenges based on the SEVIR weather dataset☆42Updated 4 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 6 months ago
- Deep learning for multi-year ENSO forecasts Reproduction☆54Updated 9 months ago
- ☆18Updated 2 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆17Updated 5 months ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 4 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆82Updated 4 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆45Updated 3 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆258Updated 2 months ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆24Updated last year
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 2 years ago
- ☆32Updated last year
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆16Updated 2 years ago