raspstephan / nwp-downscaleLinks
☆40Updated 3 years ago
Alternatives and similar repositories for nwp-downscale
Users that are interested in nwp-downscale are comparing it to the libraries listed below
Sorting:
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆71Updated 4 years ago
- Clean, easier to use version of the downscaling cGAN☆23Updated last year
- Diffusion for climate downscaling☆62Updated 11 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- ☆27Updated last year
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- ☆33Updated 2 years ago
- Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases☆11Updated 2 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆29Updated 2 months ago
- ☆19Updated last year
- Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…☆13Updated 5 years ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆96Updated 4 months ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆93Updated 2 years ago
- ☆26Updated last year
- ☆28Updated last month
- Deep learning approaches for statistical downscaling in climate☆71Updated 2 years ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆18Updated 4 years ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆86Updated 4 months ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆93Updated 10 months ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆24Updated 2 years ago
- A NWP precipitation bias correction model based on Unet☆18Updated 2 years ago
- AI Challenges based on the SEVIR weather dataset☆41Updated this week
- Code for working with the SEVIR weather dataset☆31Updated 3 years ago
- Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models☆25Updated 3 years ago
- post-processing experiments with neural networks☆62Updated 3 years ago
- 2021年统计后处理培训教程.☆18Updated 4 years ago
- a GAN for precipitation downscaling☆41Updated 3 years ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆23Updated last year
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆38Updated last year
- ☆28Updated this week