python-cmethods
Bias correction software
A collection of bias correction techniques for climate data analysis
A collection of bias correction techniques written in Python - for climate sciences.
60 stars
3 watching
14 forks
Language: Python
last commit: 2 months ago
Linked from 1 awesome list
bias-adjustmentbias-correctioncdfclimate-dataclimate-data-analysisclimate-sciencedelta-change-methoddelta-methoddetrended-quantile-mappinglinear-scalingpythonpython-modulequantile-delta-mappingquantile-mappingreanalysisvariance-scaling
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 ecmwf-projects/ibicus | Provides tools and methods for bias correction of climate models and evaluation. | 52 |
 alan-turing-institute/clim-recal | A data-processing pipeline for climate modeling and bias correction. | 9 |
 cerfacs-globc/icclim | Tools for calculating climate indices and indicators from weather data | 84 |
 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 |
 zmlabe/icevarfigs | Tools and scripts for analyzing climate data and producing visualizations | 82 |
 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 |
 pangeo-data/scikit-downscale | Tools for enhancing climate model simulations through statistical postprocessing and downscaling techniques | 187 |
 ncpp/ocgis | A Python package for geospatial manipulation and analysis of climate datasets stored in various formats | 70 |
| pangeo-data/climpred | Verification and analysis of weather and climate forecasts using Python. | 234 |
 dan-boat/pyesd | An open-source framework for downscaling climate variables using machine learning and reanalysis datasets. | 48 |
 climopy-dev/climopy | A toolset for analyzing climate data | 24 |
 i-gallegos/fair-llm-benchmark | Compiles bias evaluation datasets and provides access to original data sources for large language models | 115 |
 pcmdi/cmor | Tools and utilities to process climate model output data from CMIP6 experiments. | 54 |
 zilum/sacpy | A Python package for efficient statistical analysis of climate data | 58 |
| pcmdi/pcmdi_metrics | A package providing tools and metrics for evaluating Earth system models | 104 |