MPBA / TAASRAD19Links
Code release to showcase potential usages of TAASRAD19 Dataset
☆46Updated 4 years ago
Alternatives and similar repositories for TAASRAD19
Users that are interested in TAASRAD19 are comparing it to the libraries listed below
Sorting:
- AI Challenges based on the SEVIR weather dataset☆46Updated 7 months ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆145Updated 4 years ago
- ☆41Updated 4 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆91Updated 5 years ago
- Code for working with the SEVIR weather dataset☆42Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆192Updated 6 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆55Updated 4 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆27Updated 2 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 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.☆22Updated 4 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆161Updated 5 years ago
- ☆37Updated 6 months ago
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Updated 5 years ago
- The Radar Echo Extrapolation Model☆40Updated 4 years ago
- ☆23Updated 3 years ago
- public codes for fusing CNN networks☆23Updated 5 years ago
- a GAN for precipitation downscaling☆43Updated 3 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆45Updated 3 years ago
- post-processing experiments with neural networks☆63Updated 4 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆14Updated 2 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆37Updated 2 years ago
- TINT Is Not TITAN. Python code for tracking objects. Specifically storm cells.☆90Updated 2 years ago
- A NWP precipitation bias correction model based on Unet☆19Updated 3 years ago
- A list of Precipitation Nowcasting papers and related resources.☆178Updated last year
- ☆10Updated last year
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆96Updated last year
- 2021年统计后处理培训教程.☆18Updated 4 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆52Updated 3 years ago