xuguangning1218 / TI_PredictionLinks
Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》
☆43Updated 3 years ago
Alternatives and similar repositories for TI_Prediction
Users that are interested in TI_Prediction are comparing it to the libraries listed below
Sorting:
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆52Updated 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.☆35Updated 5 years ago
- TianChi AIEarth Contest Solution☆79Updated 4 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 11 months ago
- Skilful precipitation nowcasting using deep generative models of radar☆37Updated 4 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Updated 10 months ago
- ConvLSTM for short-term precipitation forecasting.☆22Updated 6 years ago
- The Radar Echo Extrapolation Model☆38Updated 4 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆37Updated 6 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15Updated 4 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆13Updated last year
- ☆19Updated 3 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- ☆11Updated 4 years ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆22Updated last year
- A model for short-term precipitation forecasting based on radar data☆70Updated last year
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Updated 5 years ago
- ☆18Updated 2 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆55Updated last year
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆56Updated 3 years ago
- 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
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 3 years ago
- ☆10Updated last year
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- ☆15Updated 3 years ago
- seominseok0429 / W4C22-Simple-Baseline-for-Weather-Forecasting-Using-Spatiotemporal-Context-Aggregation-NetworkW4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆20Updated 2 years ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated last year
- ☆32Updated last year
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 3 years ago