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 paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- TianChi AIEarth Contest Solution☆79Updated 4 years ago
- A model for short-term precipitation forecasting based on radar data☆70Updated last year
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆24Updated 2 years ago
- ☆10Updated last year
- ☆30Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Updated 10 months ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15Updated 4 years ago
- ☆18Updated 2 years ago
- AI Challenges based on the SEVIR weather dataset☆45Updated 4 months ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆45Updated 3 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆37Updated 4 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year
- ☆14Updated 3 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆52Updated 3 years ago
- ☆19Updated 3 years ago
- Code for working with the SEVIR weather dataset☆39Updated 3 years ago
- Integrating Large Weather Models with Data Assimilation☆21Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆33Updated last year
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆43Updated 3 years ago
- ☆18Updated last year
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 11 months ago
- Convolutional LSTM for Precipitation Nowcasting☆58Updated 7 years ago
- ☆27Updated 3 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 3 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆87Updated 5 years ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆27Updated last year
- Deep learning for multi-year ENSO forecasts Reproduction☆55Updated last year