ljharris23 / public-downscaling-cgan
Clean, easier to use version of the downscaling cGAN
☆23Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for public-downscaling-cgan
- ☆38Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆66Updated 3 years ago
- ☆29Updated last year
- Diffusion for climate downscaling☆38Updated 4 months ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆12Updated 3 years ago
- Deep learning approaches for statistical downscaling in climate☆69Updated 2 years ago
- Implementation of convolutional conditional neural processes for statistical downscaling☆29Updated 3 years ago
- ☆16Updated 7 months ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆23Updated last year
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆83Updated 3 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- Code repository for the paper "A Comparative Study of Convolutional Neural Network Models for Wind Field Downscaling" by Kevin Höhlein, M…☆15Updated 4 years ago
- post-processing experiments with neural networks☆59Updated 3 years ago
- Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases☆11Updated 2 years ago
- A statistical downscaling approach using ConvLSTMs.☆27Updated 3 years ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆72Updated last year
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆87Updated 10 months ago
- a GAN for precipitation downscaling☆37Updated 2 years ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆10Updated last year
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆30Updated this week
- Simulate SEVIRI satellite channels from WRF output☆17Updated 11 months ago
- Python code to manage ERA5 downloads at NCI☆30Updated 3 years ago
- Code repository for "Extending intraday solar forecast with deep generative models".☆10Updated 4 months ago
- A line of code to analyze climate☆31Updated last week
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆34Updated 2 years ago
- A collection of Python scripts for running WRF with the DART data assimilation system☆29Updated last year
- Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…☆12Updated 4 years ago
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆33Updated 2 years ago
- Reconstruction of Cloud Vertical Structure with a Generative Adversarial Network☆23Updated 5 years ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆31Updated 6 months ago