scikit-downscale

Climate downscaler

Tools for enhancing climate model simulations through statistical postprocessing and downscaling techniques

Statistical climate downscaling in Python

GitHub

185 stars
14 watching
47 forks
Language: Python
last commit: about 1 month ago
Linked from 1 awesome list

climatedownscalingscikit-learnxarray

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
arcticsnow/topopyscale A Python library for downscaling climate data to hillslope scale using topography-based methods 41
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 107
dan-boat/pyesd A Python package for downscaling climate variables using machine learning and reanalysis datasets. 47
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 178
santandermetgroup/downscaler Provides tools and methods for bias correction and daily downscaling of climate data 104
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. 104
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 218