scikit-downscale
Climate downscaler
Tools for enhancing climate model simulations through statistical postprocessing and downscaling techniques
Statistical climate downscaling in Python
187 stars
14 watching
47 forks
Language: Python
last commit: almost 2 years agoLinked from 1 awesome list
climatedownscalingscikit-learnxarray
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 arcticsnow/topopyscale | A Python library for downscaling climate data to hillslope scale using topography-based methods | 42 |
| pangeo-data/climpred | Verification and analysis of weather and climate forecasts using Python. | 234 |
 jbusecke/xmip | A package for preprocessing and analyzing CMIP6 climate model data in Python using Pangeo tools. | 198 |
 xarray-contrib/xeofs | Tools for dimensionality reduction in climate science data analysis | 109 |
 dan-boat/pyesd | An open-source framework for downscaling climate variables using machine learning and reanalysis datasets. | 48 |
 pacificclimate/climdown | A package that provides statistical downscaling routines to refine coarse-scale climate model output at fine spatial resolutions. | 67 |
 carbonplan/cmip6-downscaling | Provides tools and data for downscaling CMIP6 climate models to daily timescales | 179 |
 santandermetgroup/downscaler | Provides tools and methods for bias correction and daily downscaling of climate data | 105 |
| pangeo-data/pangeo-tutorial | Interactive computing environment and tutorial materials for big data analysis in the geosciences using Python | 91 |
 climateimpactlab/downscalecmip6 | Makes CMIP6 climate model data more applicable for understanding climate impacts on humans and society by applying bias correction and downsampling techniques | 136 |
 erikkusch/krigr | An R package for retrieving and downscaling climate data from the European Centre for Medium-range Weather Forecasts ReAnalysis 5 (ERA5) family. | 106 |
 btschwertfeger/python-cmethods | A collection of bias correction techniques for climate data analysis | 60 |
 kjhall01/xcast | A toolkit for climate forecasting and data analysis | 67 |
| pangeo-data/pangeo-tutorial-sea-2018 | An interactive tutorial on big data analysis with Dask and Xarray for atmospheric data analysis | 31 |
 projectdrawdown/solutions | An open-source software conversion of Project Drawdown's climate models into a Python-based framework for analyzing and predicting global warming solutions | 220 |