xuguangning1218 / TI_Prediction
Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》
☆41Updated 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
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Updated 2 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 4 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☆12Updated 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
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆11Updated last year
- Deep learning for multi-year ENSO forecasts Reproduction☆51Updated 9 months ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 5 months ago
- A model for short-term precipitation forecasting based on radar data☆61Updated 10 months ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆18Updated last year
- Official source code for paper 《AM-ConvGRU: A Spatio-Temporal Model for Typhoon Path Prediction》☆25Updated 6 months ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆37Updated 2 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 2 years ago
- Typhoon Prediction☆12Updated 5 years ago
- The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.☆15Updated last year
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated last year
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆66Updated 3 years ago
- ConvLSTM for short-term precipitation forecasting.☆21Updated 6 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆51Updated 3 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆16Updated 4 months ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆52Updated last year
- 时空预测模型PyTorch复现☆52Updated 2 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆19Updated last year
- public codes for fusing CNN networks☆22Updated 5 years ago
- Official implementation code of the paper: "TENT: Tensorized Encoder Transformer for temperature forecasting".☆20Updated last year
- The Radar Echo Extrapolation Model☆33Updated 3 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆35Updated 3 years ago
- Convolutional LSTM for Precipitation Nowcasting☆55Updated 7 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago