panbaoxiang / RADA
Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases
☆11Updated 2 years ago
Alternatives and similar repositories for RADA:
Users that are interested in RADA are comparing it to the libraries listed below
- ☆40Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆68Updated 3 years ago
- ☆24Updated 10 months ago
- ☆19Updated last year
- Clean, easier to use version of the downscaling cGAN☆24Updated last year
- 2021年统计后处理培训教程.☆18Updated 3 years ago
- post-processing experiments with neural networks☆61Updated 3 years ago
- Diffusion for climate downscaling☆57Updated 10 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…☆13Updated 4 years ago
- Simulate SEVIRI satellite channels from WRF output☆20Updated 4 months ago
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆52Updated last month
- AI Challenges based on the SEVIR weather dataset☆42Updated 4 years ago
- A Python Package for Statistical Analysis of Climate☆62Updated 9 months ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆24Updated last year
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆93Updated 2 years ago
- Deep learning approaches for statistical downscaling in climate☆71Updated 2 years ago
- CNN based ENSO all season forecast model☆18Updated 8 months ago
- Weather Research and Forecasting (WRF) model with moisture tracers☆28Updated 11 months ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆91Updated 9 months ago
- A collection of Python scripts for running WRF with the DART data assimilation system☆30Updated 2 years ago
- Detection and Attribution framework in python using the Optimal Fingerprinting Approach (Hasselmann, 1993; Ribes et al. 2013)☆46Updated 5 years ago
- ☆33Updated 2 years ago
- ☆39Updated 3 years ago
- Python code to compute global teleconnections from rainfall data☆33Updated last year
- Core packages for Anemoi.☆39Updated this week
- ☆28Updated this week
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆26Updated this week
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆17Updated 3 years ago