SantanderMetGroup / DeepDownscalingLinks
Deep learning approaches for statistical downscaling in climate
☆72Updated 3 years ago
Alternatives and similar repositories for DeepDownscaling
Users that are interested in DeepDownscaling are comparing it to the libraries listed below
Sorting:
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆95Updated last year
- Downscaling & bias correction of CMIP6 tasmin, tasmax, and pr for the R/CIL GDPCIR project☆144Updated 4 months ago
- Statistical Downscaling for Climate Change Projections with a Graphical User Interface☆32Updated 11 months ago
- Command Line Interface to download ERA5 from Copernicus Climate Data Service☆56Updated 6 months ago
- Tool using python and cdo to apply daily climate downscaling with BCSD.☆37Updated 3 years ago
- A Python Package for Statistical Analysis of Climate☆64Updated last year
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆18Updated 4 years ago
- Jupyter notebooks for WRF-Hydro trainings☆55Updated 5 months ago
- Python package for accessing and downloading CMIP6 database☆133Updated last year
- Python Package for Empirical Statistical Downscaling. pyESD is under active development and all colaborators are welcomed. The purpose of…☆55Updated 9 months ago
- A line of code to analyze climate☆48Updated this week
- ☆111Updated 4 years ago
- Climate downscaling using CMIP6 data☆196Updated 2 weeks ago
- Notebooks Python to download and view ERA5 climatologic data, as well as to extract time series (hourly to monthly data on many atmospher…☆78Updated last year
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆89Updated 8 months ago
- Python API for the WRF-Hydro model☆61Updated last year
- Atmospheric moisture tracking☆54Updated last week
- ☆26Updated last year
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆42Updated 4 years ago
- Methods to downscale climate timeseries from CORDEX RCM data.☆10Updated 2 years ago
- Code for CLIMEA-BCUD☆12Updated 2 years ago
- Python code to assist in familiarizing meteorologists with machine learning☆60Updated 2 years ago
- Maximum Covariance Analysis in xarray for Climate Science☆70Updated 2 years ago
- DeepSD Super-resolution for Climate Downscaling in KDD 2017☆96Updated 3 years ago
- A collection of bias correction techniques written in Python - for climate sciences.☆74Updated 3 weeks ago
- ☆33Updated 2 years ago
- Statistical climate downscaling in Python☆192Updated 3 weeks ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆101Updated 8 months ago
- global automatic rapid watershed delineation☆37Updated 3 years ago