LGlawion / spateGAN_ERA5Links
spateGAN-ERA5: deep learning based spatio-temporal downscaling of ERA5 precipitation
☆15Updated last week
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 10 months ago
- ☆14Updated 2 years ago
- Testing out Diffusion-based models for weather and PV forecasting☆14Updated 3 weeks ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆18Updated 4 years ago
- ☆33Updated 2 years ago
- Deep-learning Based Climate Downscaling of Precipitation Data☆13Updated 6 months ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆23Updated last year
- ☆17Updated 4 months ago
- This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".☆40Updated 2 months ago
- Digital Typhoon Dataset☆30Updated 7 months ago
- EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.☆33Updated 9 months ago
- Today satellites provide a surface signature of the temperature with a high spatial frequency: ie a good horizontal resolution but a low …☆13Updated 5 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Updated 2 years ago
- a GAN for precipitation downscaling☆41Updated 3 years ago
- Downscaling Oceanographic Satellite Data with Convolutional Neural Networks☆21Updated 4 years ago
- This repository contains the SwinV2_Weather model, developed for the "Analyzing and Exploring Training Recipes for Large-Scale Transforme…☆16Updated 9 months ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated last year
- ☆40Updated 3 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
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Updated 3 years ago
- Spatio-Temporal Downscaling of Climate Data using Convolutional and Error-Predicting Neural Networks☆22Updated 3 years ago
- DeepR: Deep Reanalysis☆25Updated last year
- codes for reproducing the results presented in the manuscript by Xia et al.☆10Updated 3 years ago
- Source code for "Advection-free Convolutional Neural Network for Convective Rainfall Nowcasting" by Ritvanen et al. (2023)☆11Updated 3 months ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆31Updated 8 months ago
- Bias correction of air quality CAMS model predictions by using OpenAQ observations.☆11Updated 3 years ago
- ☆19Updated 3 years ago
- ☆8Updated last year
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"☆29Updated last year