snl123 / 3D-storm-nowcastingLinks
Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model
☆17Updated 3 years ago
Alternatives and similar repositories for 3D-storm-nowcasting
Users that are interested in 3D-storm-nowcasting are comparing it to the libraries listed below
Sorting:
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆20Updated last year
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆12Updated last year
- Skilful precipitation nowcasting using deep generative models of radar☆36Updated 3 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
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 9 months 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.☆34Updated 5 years ago
- ☆32Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆17Updated 8 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆33Updated 9 months ago
- ☆19Updated 3 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆54Updated 3 years ago
- ☆10Updated last year
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆21Updated 2 years ago
- Code for TRUNET model☆17Updated 2 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆42Updated last year
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆11Updated 3 years ago
- ☆13Updated 3 years ago
- Pytorch implementation code of Rainformer☆23Updated 2 years ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated 10 months ago
- The Radar Echo Extrapolation Model☆36Updated 4 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆42Updated 3 years ago
- A model for short-term precipitation forecasting based on radar data☆67Updated last year
- ☆18Updated 2 years ago
- ☆11Updated last year
- Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic☆14Updated 4 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆95Updated 8 months ago
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆27Updated 4 years ago
- ConvLSTM for short-term precipitation forecasting.☆22Updated 6 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆43Updated 2 years ago