AILAB-CEFET-RJ / stconvs2sLinks
Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevier)
☆68Updated 4 years ago
Alternatives and similar repositories for stconvs2s
Users that are interested in stconvs2s are comparing it to the libraries listed below
Sorting:
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆86Updated 4 years ago
- Convolutional LSTM for Precipitation Nowcasting☆57Updated 7 years ago
- Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"☆35Updated 4 years ago
- A MetNet implementation in Pytorch and fastai☆31Updated 4 years ago
- AI Challenges based on the SEVIR weather dataset☆45Updated last month
- Deep learning for multi-year ENSO forecasts Reproduction☆55Updated last year
- Code for working with the SEVIR weather dataset☆33Updated 3 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆93Updated 2 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆42Updated 3 years ago
- CNN for climate forecast☆90Updated last year
- ☆19Updated 3 years ago
- ☆10Updated last year
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- ☆40Updated 3 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆43Updated 2 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 2 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆136Updated 4 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆44Updated 3 years ago
- ☆17Updated 4 years ago
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆86Updated this week
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆73Updated 10 months ago
- The Radar Echo Extrapolation Model☆35Updated 4 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
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 3 years ago
- public codes for fusing CNN networks☆23Updated 5 years ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Updated 4 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated 9 months ago