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: 26 Apr 2025 - Ranking: 21.7
MITgcm
A flexible non-hydrostatic formulation that efficiently simulates fluid phenomena over a wide range of scales.
automatic-differentiation climate-science data-assimilation exoplanets gfd mitgcm ocean-modelling
Hydrosphere - Ocean Models - Last synced: 26 Apr 2025 - Ranking: 16.5
pyaerocom
An open international initiative of scientists interested in the advancement of the understanding of the global aerosol and its impact on climate.
aerocom aerosol air-quality climate-science earth-observation model-evaluation
Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 26 Apr 2025 - Ranking: 15.3
climlab
A Python package for process-oriented climate modeling.
climate-model climate-science educational-software python
Climate Change - Earth and Climate Modeling - Last synced: 26 Apr 2025 - Ranking: 15.2
clisops
Climate simulation operations.
climate-analysis climate-science netcdf4 python xarray xclim
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 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
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 14.8
Earth2Studio
A Python-based package designed to get users up and running with AI weather and climate models fast. Our mission is to enable everyone to build, research and explore AI driven meteorology.
ai climate-science deep-learning weather
Climate Change - Earth and Climate Modeling - Last synced: 26 Apr 2025 - Ranking: 14.7
PCMDI Metrics Package
Open-source Python package for Systematic Evaluation of Climate and Earth System Models.
climate climate-analysis climate-data climate-model climate-model-evaluation climate-models climate-science climate-variability python
Climate Change - Earth and Climate Modeling - Last synced: 26 Apr 2025 - Ranking: 14.6
CloudDrift
Accelerates the use of Lagrangian data for atmospheric, oceanic, and climate sciences.
climate-data climate-science data-structures oceanography python
Atmosphere - Atmospheric Dispersion and Transport - Last synced: 26 Apr 2025 - Ranking: 14.3
ClimateLearn
A Python library for accessing state-of-the-art climate data and machine learning models in a standardized, straightforward way.
climate-change climate-science deep-learning machine-learning
Climate Change - Climate Data Access and Visualization - Last synced: 26 Apr 2025 - Ranking: 14.2
SBTi Temperature Alignment tool
Helps companies and financial institutions to assess the temperature alignment of current targets, commitments, and investment and lending portfolios, and to use this information to develop targets for official validation.
climate-data climate-model climate-science finance portfolio suistainable
Sustainable Development - Sustainable Investment - Last synced: 26 Apr 2025 - Ranking: 13.3
jsmetrics
An open-source Python package containing implementations of various statistics and algorithms which have been developed to identify or characterise jet streams.
algorithms climate-science jet-stream metrics python xarray
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 26 Apr 2025 - Ranking: 12.8
hn2016_falwa
A Python library for computing Finite-Amplitude Local Wave Activity from climate data.
climate climate-analysis climate-data climate-data-analysis climate-science hacktoberfest python science science-research
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 12.5
Open Sustainable Technology
A directory and analysis of the open source ecosystem in the areas of climate change, energy, biodiversity and natural resources.
awesome awesome-list biodiversity carbon-emissions climate climate-change climate-data climate-science earth-science energy energy-consumption energy-data geoscience ocean photovoltaic renewable-energy renewables sustainability sustainable-development-goals wind-turbine
Sustainable Development - Knowledge Platforms - Last synced: 26 Apr 2025 - Ranking: 12.2
TopoPyScale
Perform topography-based downscaling of climate data to the hillslope scale.
climate climate-science clustering dem downscaling era5 geoscience joss science timeseries xarray
Climate Change - Climate Downscaling - Last synced: 26 Apr 2025 - Ranking: 12.1
python-cmethods
Serves as a collection of different scale- and distribution-based bias correction techniques for climatic research.
bias-adjustment bias-correction cdf climate-data climate-data-analysis climate-science delta-change-method delta-method detrended-quantile-mapping linear-scaling python python-module quantile-delta-mapping quantile-mapping reanalysis variance-scaling
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 12.0
hockeystick
Make essential Climate Change datasets easily available to non-climate experts.
carbon carbon-dioxide-data carbon-emissions climate climate-change climate-data climate-science ggplot2 methane noaa r rstats sea-ice sea-levels temperature-data warming-stripes
Climate Change - Climate Data Access and Visualization - Last synced: 26 Apr 2025 - Ranking: 10.4
ClimateTools.jl
A collection of commonly-used tools in climate science. Basics of climate field analysis are covered, with some forays into exploratory techniques associated with climate scenarios design.
bias-correction climate-analysis climate-indices climate-science julia multiple-threads netcdf-files parallel-computing timeseries
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 9.5
COSIMA
Ocean and sea-ice model analysis tools and examples.
climate-analysis climate-model climate-science jupyter ocean-modelling python sea-ice
Cryosphere - Sea Ice - Last synced: 26 Apr 2025 - Ranking: 8.7
The Climate Tech Handbook
Help us build the most accessible and accurate climate tech resource on the planet.
climate-change climate-data climate-science climate-tech
Sustainable Development - Knowledge Platforms - Last synced: 26 Apr 2025 - Ranking: 8.7
xCDAT
An extension of xarray for climate data analysis on structured grids.
cdat cf-conventions climate-analysis climate-data climate-data-analysis climate-research climate-science climate-sciences cmip cmip6 e3sm pcmdi python xarray xcdat
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 7.9
MPTRAC
A Lagrangian particle dispersion model for the analysis of atmospheric transport processes in the free troposphere and stratosphere.
atmospheric-modelling atmospheric-science climate climate-science dispersion dispersion-model high-performance-computing meteorology stratosphere trajectories troposphere
Atmosphere - Atmospheric Dispersion and Transport - Last synced: 26 Apr 2025 - Ranking: 7.5
Climatemind
Explore how your values and personal interests are being affected by climate change and shows you attractive solutions exist that you may not be aware of.
climate climate-action climate-change climate-science climatechange flask global-warming owl-ontology python
Sustainable Development - Knowledge Platforms - Last synced: 26 Apr 2025 - Ranking: 7.2
MITgcm.jl
Julia interface to MITgcm that allows user not only to analyze model output, but also to download the source code, build the model executable, modify run-time parameters, run model simulations, or verify model results against a benchmark.
adjoint adjoint-sensitivities biogeochemistry climate climate-model climate-science ecology model ocean ocean-modelling ocean-sciences particles seaice tracers transport
Hydrosphere - Ocean Models - Last synced: 26 Apr 2025 - Ranking: 6.8
GCIS
As a centralized catalog of all materials and data used for Global Change Information System products and climate assessments.
climate-science government-data mojolicious perl provenance rose-db semantic-web
Sustainable Development - Data Catalogs and Interfaces - Last synced: 26 Apr 2025 - Ranking: 5.8
ClimateMARGO.jl
A Julia implementation of MARGO, an idealized framework for optimization of climate change control strategies.
adaptation carbon-removal climate-science geoengineering julia jump mitigation optimization pluto-notebooks
Emissions - Carbon Capture - Last synced: 26 Apr 2025 - Ranking: 5.6
XCast
A free and open source climate forecasting toolkit written by Kyle Hall & Nachiketa Acharya, designed to help forecasters and earth scientists apply state-of-the-art postprocessing techniques to gridded data sets.
artificial-intelligence big-data climate-data climate-forecasting climate-science machine-learning multimodel-ensemble parallel-computing predictive-analytics python xarray
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 5.6
stilt
An open source Lagrangian particle dispersion model which is widely used to simulate the transport of pollution and greenhouse gases through the atmosphere.
atmospheric-science climate-science r
Emissions - Emission Observation and Modeling - Last synced: 26 Apr 2025 - Ranking: 5.5
index_calculator
Calculate climate indicators with standardized project-specific attributes.
climate-analysis climate-science dask python xarray xclim
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 5.1
ClimateModeling_courseware
A collection of interactive lecture notes and assignments in Jupyter notebook format.
climate-model climate-science educational-materials jupyter-notebook python radiative-transfer
Sustainable Development - Education - Last synced: 26 Apr 2025 - Ranking: 5.1
m_mhw
Detect and analyse spatial marine heatwaves.
climate-science data-analysis heatwaves marine-heatwaves matlab
Hydrosphere - Ocean Carbon and Temperature - Last synced: 26 Apr 2025 - Ranking: 4.2
NCX Harvest Deferral Methodology
Documents, Data, and Code for the NCX Methodology For Improved Forest Management Through Short-Term Harvest Deferral.
carbon climate-science ecological-modelling forestry
Emissions - Carbon Offsets and Trading - Last synced: 26 Apr 2025 - Ranking: 3.7
ClimoPy
A succinct toolset for analyzing climate data.
climate-analysis climate-science data-science python xarray xarray-accessor
Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 3.2
reflective-potential
An empirical analysis of Earth's annual-average surface reflectivity potential.
albedo albedo-maps climate climate-data climate-science
Atmosphere - Radiative Transfer - Last synced: 26 Apr 2025 - Ranking: 3.0
E3SM
A state-of-the-art fully coupled model of the Earth's climate including important biogeochemical and cryospheric processes.
climate climate-model climate-science e3sm fortran snl-applications
Climate Change - Earth and Climate Modeling - Last synced: 26 Apr 2025 - Ranking: -Infinity
ClimateSatellite.jl
Julia package that downloads measurements and observational of climate satellite mission data.
climate climate-analysis climate-science gpm-imerg
Climate Change - Climate Data Access and Visualization - Last synced: 26 Apr 2025 - Ranking: -Infinity