MPBA / TAASRAD19
Code release to showcase potential usages of TAASRAD19 Dataset
☆41Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for TAASRAD19
- AI Challenges based on the SEVIR weather dataset☆38Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆66Updated 3 years ago
- ☆38Updated 3 years ago
- Code for working with the SEVIR weather dataset☆27Updated 2 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆185Updated 5 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆81Updated 4 years ago
- The Radar Echo Extrapolation Model☆30Updated 3 years ago
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Updated 4 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆22Updated last year
- ☆23Updated 2 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆48Updated 3 years ago
- public codes for fusing CNN networks☆21Updated 4 years ago
- ☆16Updated 7 months ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆123Updated 3 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆87Updated last year
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆42Updated 2 years ago
- Clean, easier to use version of the downscaling cGAN☆23Updated 8 months ago
- 2021年统计后处理培训教程.☆17Updated 3 years ago
- post-processing experiments with neural networks☆59Updated 2 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆83Updated 3 months ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆31Updated 2 years ago
- TINT Is Not TITAN. Python code for tracking objects. Specifically storm cells.☆84Updated 11 months ago
- A NWP precipitation bias correction model based on Unet☆17Updated 2 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆153Updated 4 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆31Updated last year
- Python scripts during my PhD studies (2020 - 2022)☆24Updated last year
- ☆19Updated 2 years ago
- TATHU is a Python package for tracking and analyzing the life cycle of convective systems.☆25Updated 2 weeks ago
- CNN based ENSO all season forecast model☆17Updated 3 months ago
- ☆10Updated 4 months ago