xeofs
Data reducer
Tools for dimensionality reduction in climate science data analysis
Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis
109 stars
6 watching
20 forks
Language: Python
last commit: almost 2 years agoLinked from 1 awesome list
climate-sciencedaskdimensionality-reductioneof-analysispattern-recognitionpcaxarray
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 xcdat/xcdat | An extension of xarray for climate data analysis on structured grids. | 119 |
| xarray-contrib/xskillscore | Provides metrics for verifying deterministic and probabilistic forecasts in climate science | 225 |
 pangeo-data/scikit-downscale | Tools for enhancing climate model simulations through statistical postprocessing and downscaling techniques | 187 |
 roocs/clisops | A Python library for performing basic data reduction operations on climate science data. | 22 |
 ecmwfcode4earth/deepr | Project aimed at downscaling global climate data to higher resolutions using deep learning techniques. | 24 |
 aazuspan/wxee | A Python interface between Earth Engine and xarray for processing time series data | 207 |
 climopy-dev/climopy | A toolset for analyzing climate data | 24 |
 kjhall01/xcast | A toolkit for climate forecasting and data analysis | 67 |
| pangeo-data/climpred | Verification and analysis of weather and climate forecasts using Python. | 234 |
 zmlabe/icevarfigs | Tools and scripts for analyzing climate data and producing visualizations | 82 |
 cedadev/cis | A suite of tools for comparing and analyzing diverse datasets used in earth sciences. | 45 |
 spencerahill/aospy | Automates computations involving gridded climate data and manages results | 84 |
 uxarray/uxarray | A Python library providing tools for standard data analysis on unstructured climate and weather data. | 164 |
 ouranosinc/xclim | A Python library for constructing climate indicators and performing data treatment workflows | 335 |
 zilum/sacpy | A Python package for efficient statistical analysis of climate data | 58 |