HermioneX / 2019-tianchi-typhoon-top20
2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution
☆11Updated last year
Alternatives and similar repositories for 2019-tianchi-typhoon-top20:
Users that are interested in 2019-tianchi-typhoon-top20 are comparing it to the libraries listed below
- Typhoon Prediction☆12Updated 5 years ago
- public codes for fusing CNN networks☆22Updated 5 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆37Updated 2 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- convLSTM☆9Updated 6 years ago
- A NWP precipitation bias correction model based on Unet☆18Updated 2 years ago
- AI Challenges based on the SEVIR weather dataset☆42Updated 4 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆21Updated 5 years ago
- CNN based wind speed estimation of tropical cyclones based on IR/WV satellite imagery☆13Updated 6 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆11Updated last year
- An implementation of tensorflow-based TrajGRU model☆24Updated 5 years ago
- ☆40Updated 3 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
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆11Updated 3 years ago
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Updated 5 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆68Updated 3 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆22Updated 6 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆24Updated last year
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- ☆19Updated 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.☆33Updated 5 years ago
- Convolutional LSTM for Precipitation Nowcasting☆55Updated 7 years ago
- 2021年统计后处理培训教程.☆18Updated 3 years ago
- ☆24Updated 3 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
- ☆24Updated 10 months ago
- Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases☆11Updated 2 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Updated 2 years ago
- 雷达回波外推,ConvLSTM,训练模型并外推。☆87Updated 6 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆51Updated 3 years ago