sftekin / spatio-temporal-weather-forecastingLinks
Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture
☆53Updated last year
Alternatives and similar repositories for spatio-temporal-weather-forecasting
Users that are interested in spatio-temporal-weather-forecasting are comparing it to the libraries listed below
Sorting:
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- TianChi AIEarth Contest Solution☆79Updated 3 years ago
- A model for short-term precipitation forecasting based on radar data☆68Updated last year
- ☆29Updated last year
- ☆10Updated last year
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆22Updated 2 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 3 years ago
- ☆19Updated 3 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆44Updated 2 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆17Updated 8 months ago
- ☆40Updated 3 years ago
- A NWP precipitation bias correction model based on Unet☆18Updated 2 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆55Updated last year
- AI Challenges based on the SEVIR weather dataset☆45Updated 2 months ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 3 years ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆26Updated last year
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Convolutional LSTM for Precipitation Nowcasting☆58Updated 7 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 9 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated 10 months ago
- Code for working with the SEVIR weather dataset☆36Updated 3 years ago
- Integrating Large Weather Models with Data Assimilation☆20Updated last year
- ☆32Updated 2 months ago
- ☆12Updated 3 years ago
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆63Updated 4 months ago
- ☆24Updated 3 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆36Updated 3 years ago
- ☆18Updated last year
- ☆13Updated 3 years ago