xuguangning1218 / TI_Prediction
Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》
☆35Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for TI_Prediction
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 3 years ago
- 2021 “AI Earth”人工智能创新挑战赛 AI助力精准气象和海洋预测☆11Updated 3 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆31Updated last year
- 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.☆32Updated 4 years ago
- Official source code for paper 《AM-ConvGRU: A Spatio-Temporal Model for Typhoon Path Prediction》☆21Updated 2 weeks ago
- A model for short-term precipitation forecasting based on radar data☆55Updated 4 months ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆45Updated 2 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆34Updated 5 years ago
- ConvLSTM for short-term precipitation forecasting.☆19Updated 5 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆47Updated 10 months ago
- Typhoon Prediction☆12Updated 4 years ago
- 时 空预测模型PyTorch复现☆51Updated 2 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆48Updated 3 months ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆64Updated 3 years ago
- TianChi AIEarth Contest Solution☆81Updated 3 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆44Updated 7 months ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆31Updated 2 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆14Updated 2 years ago
- Convolutional LSTM for Precipitation Nowcasting☆50Updated 6 years ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆17Updated 4 years ago
- My own study notes about artificial intelligence technology☆36Updated 2 years ago
- Official implementation code of the paper: "TENT: Tensorized Encoder Transformer for temperature forecasting".☆19Updated 9 months ago
- ☆13Updated 2 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated last year
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆25Updated 3 years ago
- ☆19Updated 2 years ago
- ☆20Updated last year
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆19Updated 4 years ago
- Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…☆61Updated 3 years ago