Open Sustainable Technology

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: 15 May 2025 - Ranking: 31.9

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: 14 May 2025 - Ranking: 21.8

satpy

A python library for reading and manipulating meteorological remote sensing data and writing it to various image and data file formats.

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Sustainable Development - Environmental Satellites - Last synced: 15 May 2025 - Ranking: 21.7

Scores

A Python package of mathematical functions for the verification, evaluation and optimisation of forecasts, predictions or models, primarily supporting the meteorological, climatological and geoscientific communities.

climate contingency-table dask forecast-evaluation forecast-verification forecasting model-validation oceanography pandas python verification weather xarray

Climate Change - Earth and Climate Modeling - Last synced: 14 May 2025 - Ranking: 16.3

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: 15 May 2025 - Ranking: 15.1

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