petrosDemetrakopoulos / LSTM-radar-precipitation-forecast
A model for short-term precipitation forecasting based on radar data
☆59Updated 6 months ago
Alternatives and similar repositories for LSTM-radar-precipitation-forecast:
Users that are interested in LSTM-radar-precipitation-forecast are comparing it to the libraries listed below
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆48Updated 2 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆50Updated 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 4 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆32Updated 2 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆49Updated 5 months ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆10Updated last year
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆32Updated last year
- ☆19Updated 2 years ago
- Convolutional LSTM for Precipitation Nowcasting☆55Updated 6 years ago
- ☆24Updated 2 years ago
- ConvLSTM for short-term precipitation forecasting.☆21Updated 5 years ago
- TianChi AIEarth Contest Solution☆80Updated 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
- The Radar Echo Extrapolation Model☆31Updated 3 years ago
- A NWP precipitation bias correction model based on Unet☆18Updated 2 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
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆39Updated 2 years ago
- ☆10Updated 6 months ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆14Updated last month
- ☆14Updated last year
- ☆42Updated 4 months ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆18Updated last year
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆16Updated 2 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆51Updated last year
- ☆28Updated last year
- Awesome paper about AI for atmosphere science and oceanography☆27Updated last year
- ☆21Updated 7 months ago
- Skilful precipitation nowcasting using deep generative models of radar☆34Updated 3 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆11Updated 3 years ago