LGlawion / spateGAN_ERA5Links
spateGAN-ERA5: deep learning based spatio-temporal downscaling of ERA5 precipitation
☆20Updated last month
Alternatives and similar repositories for spateGAN_ERA5
Users that are interested in spateGAN_ERA5 are comparing it to the libraries listed below
Sorting:
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆11Updated 11 months ago
- Testing out Diffusion-based models for weather and PV forecasting☆14Updated 2 weeks ago
- ☆14Updated 2 years ago
- ☆40Updated 3 years ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆18Updated 4 years ago
- Deep-learning Based Climate Downscaling of Precipitation Data☆14Updated 8 months ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated last month
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆42Updated last week
- ☆34Updated 2 years ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆25Updated last year
- a GAN for precipitation downscaling☆41Updated 3 years ago
- ☆18Updated 5 months ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- ☆19Updated 3 years ago
- ☆31Updated last month
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper☆20Updated 8 months ago
- ☆18Updated last year
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆21Updated 2 years ago
- Spatio-Temporal Downscaling of Climate Data using Convolutional and Error-Predicting Neural Networks☆22Updated 3 years ago
- This repository contains the SwinV2_Weather model, developed for the "Analyzing and Exploring Training Recipes for Large-Scale Transforme…☆17Updated 10 months ago
- ☆21Updated 4 months ago
- Clean, easier to use version of the downscaling cGAN☆23Updated last year
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Updated 3 years ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆33Updated 4 years ago
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆28Updated 2 years ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆100Updated 6 months ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆27Updated last month
- DeepR: Deep Reanalysis☆26Updated last year
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆18Updated last month
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 2 weeks ago