chencodeX / Global-AI-Challenge-on-MeteorologyLinks
ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码
☆22Updated 7 years ago
Alternatives and similar repositories for Global-AI-Challenge-on-Meteorology
Users that are interested in Global-AI-Challenge-on-Meteorology are comparing it to the libraries listed below
Sorting:
- 雷达回波外推,ConvLSTM,训练模型并外推。☆88Updated 7 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 6 years ago
- Typhoon Prediction☆13Updated 5 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆36Updated 3 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆12Updated 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.☆34Updated 5 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Updated 5 years ago
- AI Challenges based on the SEVIR weather dataset☆45Updated 3 months ago
- Code for working with the SEVIR weather dataset☆37Updated 3 years ago
- a GAN for precipitation downscaling☆42Updated 3 years ago
- 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
- A Baseline of Typhoon Prediction☆50Updated last year
- ☆19Updated 3 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Updated 6 years ago
- Some very simple meteorology function written in python;几个简单的气象相关的函数☆15Updated last year
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated 2 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
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆23Updated 2 years ago
- ☆24Updated 3 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 10 months ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆24Updated 2 years ago
- ☆12Updated 3 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆55Updated 3 years ago
- A simple bias correction of temperature, dew point, and 10m wind speeds for the GFS, HRRR, and ECMWF models for two US locations.☆21Updated 4 years ago
- ☆34Updated 3 months ago
- An implementation of tensorflow-based TrajGRU model☆24Updated 6 years ago
- Code for TRUNET model☆17Updated 2 years ago
- TianChi AIEarth Contest Solution☆79Updated 3 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago