paulaharder / constrained-downscalingLinks
A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
☆14Updated 2 years ago
Alternatives and similar repositories for constrained-downscaling
Users that are interested in constrained-downscaling are comparing it to the libraries listed below
Sorting:
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆11Updated last year
- ☆34Updated 2 years ago
- Clean, easier to use version of the downscaling cGAN☆23Updated last year
- Generalized Analog Regression Downscaling (GARD) code☆33Updated last year
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆87Updated 6 months ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago
- Code used to identify and analyze drought clusters from gridded data.☆26Updated 3 years ago
- codes for reproducing the results presented in the manuscript by Xia et al.☆10Updated 3 years ago
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Updated 5 years ago
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- Interactivate plotting of NetCDF data in Python☆13Updated last month
- Research and experiments for downscaling climate/weather data via generative learning☆34Updated 3 years ago
- Predicting weather by machine learning.☆14Updated 5 years ago
- ☆12Updated 10 years ago
- A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly data☆13Updated 3 years ago
- ☆25Updated 2 years ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆35Updated 7 years ago
- Climate Analysis Tool written in python☆28Updated 2 years ago
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆37Updated 3 years ago
- predicting vegetation health from precipitation and temperature☆12Updated 6 years ago
- ☆27Updated 2 years ago
- Python code to manage ERA5 downloads at NCI☆33Updated 4 years ago
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 4 years ago
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆21Updated 11 months ago
- ☆12Updated last week
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆21Updated 2 months ago
- Combining ESA's CryoSat-2 and Sentinel-3 satellite altimeters to produce daily pan-Arctic radar freeboard estimates☆13Updated last year
- NinoLearn is a research framework for statistical ENSO prediction.☆10Updated 5 years ago
- ☆19Updated 4 years ago
- diagnostic analyses and calculations in contour-based coordinates☆18Updated last year