Contributors: Aaron Spring

Name: Aaron Spring
Login: https://github.com/
Email: aaronspring@users.noreply.github.com
OST Projects: 7
Languages: Python
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards
Topics: climate-analysis, climate-model, datashader, holoviews, holoviz, climate, pangeo, prediction, s2d, s2s, verification, cesm-lens, climate-datasets, cmip6, data-access, data-catalog, earth-system-model, intake, anuclim, climate-science, icclim, netcdf4, xclim, earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, dimensionality-reduction, eof-analysis, pattern-recognition, pca

Contributed Projects

xarray

An open source project and Python package that introduces labels in the form of dimensions, coordinates, and attributes on top of raw NumPy-like arrays, which allows for more intuitive, more concise, and less error-prone user experience.

dask netcdf numpy pandas python xarray

Climate Change - Climate Data Standards - Last synced: 01 Jun 2026 - Ranking: 32.5

xclim

A library of derived climate variables, i.e. climate indicators, based on xarray.

anuclim climate-analysis climate-science dask icclim netcdf4 python xarray xclim

Climate Change - Climate Data Processing and Analysis - Last synced: 01 Jun 2026 - Ranking: 23.2

Iris

A powerful, format-agnostic, community-driven Python package for analyzing and visualizing Earth science data.

data-analysis earth-science grib iris meteorology netcdf oceanography python spaceweather visualisation

Climate Change - Climate Data Processing and Analysis - Last synced: 01 Jun 2026 - Ranking: 22.0

Intake-esm

An intake plugin for parsing an Earth System Model catalog and loading assets into xarray datasets.

cesm-lens climate-datasets cmip6 data-access data-catalog earth-system-model hacktoberfest intake pangeo

Climate Change - Climate Data Access and Visualization - Last synced: 01 Jun 2026 - Ranking: 18.6

xskillscore

An open source project and Python package that provides verification metrics of deterministic (and probabilistic from properscoring) forecasts with xarray.

forecasting metrics pangeo verification

Climate Change - Climate Data Processing and Analysis - Last synced: 31 May 2026 - Ranking: 18.1

climpred

Aims to be the primary package used to analyze output from initialized dynamical forecast models, ranging from short-term weather forecasts to long-term climate forecasts.

climate climate-analysis dask forecasting pangeo prediction python s2d s2s xarray

Climate Change - Climate Data Processing and Analysis - Last synced: 31 May 2026 - Ranking: 15.4

xeofs

A dedicated Python package for dimensionality reduction in the realm of climate science, offering methods like PCA, known as EOF analysis within the field, and related variants.

climate-science dask dimensionality-reduction eof-analysis pattern-recognition pca xarray

Climate Change - Climate Data Processing and Analysis - Last synced: 01 Jun 2026 - Ranking: 14.9