LukaDoncic0 / GAN-argcPredNetLinks
GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units
☆12Updated 4 years ago
Alternatives and similar repositories for GAN-argcPredNet
Users that are interested in GAN-argcPredNet are comparing it to the libraries listed below
Sorting:
- 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
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 3 years ago
- ☆19Updated 3 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆14Updated 2 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
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆37Updated 6 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Updated 5 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
- Skilful precipitation nowcasting using deep generative models of radar☆37Updated 4 years ago
- The Radar Echo Extrapolation Model☆40Updated 4 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Updated last year
- ConvLSTM for short-term precipitation forecasting.☆23Updated 6 years ago
- TianChi AIEarth Contest Solution☆79Updated 4 years ago
- AI Challenges based on the SEVIR weather dataset☆46Updated 6 months ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated 2 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆88Updated 5 years ago
- ☆23Updated 3 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
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆56Updated 4 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆47Updated 4 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆45Updated 3 years ago
- Code for working with the SEVIR weather dataset☆40Updated 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
- Code for TRUNET model☆17Updated 2 years ago
- ☆18Updated 2 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆27Updated 2 years ago
- 读取FY4A的所有产品☆35Updated 3 years ago
- ☆40Updated 4 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Updated 7 years ago