climate-science

There are 14 repositories under climate-science topic.

• open-sustainable-technology

  protontypes / open-sustainable-technology

  A directory and analysis of the open source ecosystem in the areas of climate change, sustainable energy, biodiversity and natural resources.

  awesomeawesome-listbiodiversitycarbon-emissionsclimateclimate-changeclimate-dataclimate-scienceearth-scienceenergyenergy-consumptionenergy-datageoscienceoceanphotovoltaicrenewable-energyrenewablessustainabilitysustainable-development-goalswind-turbine
  1962

• E3SM-Project / E3SM

  Energy Exascale Earth System Model source code. NOTE: use "maint" branches for your work. Head of master is not validated.

  climateclimate-modelclimate-sciencee3smfortransnl-applications
  Language:Fortran 340

• MITgcm / MITgcm

  M.I.T General Circulation Model master code and documentation repository

  automatic-differentiationclimate-sciencedata-assimilationexoplanetsgfdmitgcmocean-modelling
  Language:Fortran 321

• Ouranosinc / xclim

  Library of derived climate variables, ie climate indicators, based on xarray.

  climate-analysisclimate-sciencepythonxarrayicclimnetcdf4xclimanuclimdask
  Language:Python 311

• aditya-grover / climate-learn

  Source code for ClimateLearn

  climate-changeclimate-sciencedeep-learningmachine-learning
  Language:Jupyter Notebook 293

• javedali99 / python-resources-for-earth-sciences

  A Curated List of Python Resources for Earth Sciences

  pythonearth-scienceresourcesrepositorycurated-listgeospatialhydrologymeteorologyearth-observationclimate-sciencedata-analysissatellite-imagery
  268

• climlab / climlab

  Python package for process-oriented climate modeling

  pythonclimate-modeleducational-softwareclimate-science
  Language:Jupyter Notebook 203

• brian-rose / ClimateModeling_courseware

  A collection of interactive lecture notes and assignments in Jupyter notebook format.

  climate-modelclimate-scienceeducational-materialsjupyter-notebookpythonradiative-transfer
  Language:Jupyter Notebook 160

• deepsphere / deepsphere-pytorch

  DeepSphere: a graph-based spherical CNN (PyTorch)

  graph-neural-networksspherical-geometrysphereclimate-sciencepytorchdeepsphere
  Language:Python 152

• JuliaClimate / ClimateTools.jl

  Climate science package for Julia

  climate-indicesclimate-sciencenetcdf-filesjuliaparallel-computingmultiple-threadstimeseriesclimate-analysisbias-correction
  Language:Julia 115

• xCDAT / xcdat

  An extension of xarray for climate data analysis on structured grids.

  climate-data-analysisxarrayclimate-sciencepythonclimate-datacdatxcdatclimate-researchclimate-analysisclimate-sciencescf-conventionscmipcmip6e3smpcmdi
  Language:Python 104

• PCMDI / pcmdi_metrics

  Open-source Python package for Systematic Evaluation of Climate and Earth System Models

  pythonclimateclimate-dataclimate-modelclimate-modelsclimate-model-evaluationclimate-scienceclimate-analysisclimate-variability
  Language:Jupyter Notebook 93
• xeofs

  xarray-contrib / xeofs

  Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis

  eof-analysispcaclimate-sciencexarraypattern-recognitiondimensionality-reductiondask
  Language:Python 91

• mitmath / JuliaComputation

  Repository for Common Ground C25

  automatic-differentiationclimate-sciencegpu-accelerationimage-processingjuliajulia-languagemachine-learningoptimizationpluto-notebooks
  Language:Julia 82

• climate-tech-handbook / climate-tech-handbook

  Help us build the most accessible and accurate climate tech resource on the planet 📓 🌍

  climate-changeclimate-dataclimate-scienceclimate-tech
  Language:JavaScript 71

• ClimateMARGO / ClimateMARGO.jl

  Julia implementation of MARGO, an idealized climate-economic modelling framework for Optimizing trade-offs between emissions Mitigation, Adaptation, carbon dioxide Removal, and solar Geoengineering.

  adaptationcarbon-removalclimate-sciencegeoengineeringjuliajumpmitigationoptimizationpluto-notebooks
  Language:Julia 67
• xcast

  kjhall01 / xcast

  A High-Performance Data Science Toolkit for the Earth Sciences

  artificial-intelligencebig-dataclimate-dataclimate-forecastingclimate-sciencemachine-learningmultimodel-ensembleparallel-computingpredictive-analyticspythonxarray
  Language:Jupyter Notebook 65

• jbusecke / xarrayutils

  data-analysisxarrayclimate-science
  Language:Python 54
• python-cmethods

  btschwertfeger / python-cmethods

  A collection of bias correction techniques written in Python - for climate sciences.

  bias-adjustmentbias-correctioncdfclimate-dataclimate-data-analysisclimate-sciencedelta-change-methoddelta-methoddetrended-quantile-mappinglinear-scalingpythonpython-modulequantile-delta-mappingquantile-mappingreanalysisvariance-scaling
  Language:Python 53

• NVIDIA / earth2studio

  Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.

  aiclimate-sciencedeep-learningweather
  Language:Python 53

• cortinah / hockeystick

  Download and Visualize Essential Global Heating Data in R

  climate-dataggplot2climate-changeclimatewarming-stripesnoaasea-icetemperature-datasea-levelscarbon-dioxide-dataclimate-sciencerstatscarbon-emissionscarbonmethaner
  Language:R 50

• protontypes / open-source-in-environmental-sustainability

  The first analysis of the open source software ecosystem in sustainability and climate technology

  climate-changeclimate-scienceenergy-efficiencyrenewable-energysustainabilitysustainable-development-goals
  Language:Jupyter Notebook 49
• SBTi-finance-tool

  ScienceBasedTargets / SBTi-finance-tool

  This toolkit 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 by the SBTi. See the wiki for a change log.

  suistainablefinanceportfolioclimate-scienceclimate-modelclimate-data
  Language:Python 49

• uataq / stilt

  Stochastic Time-Inverted Lagrangian Transport model

  atmospheric-sciencerclimate-science
  Language:R 46

• COSIMA / cosima-recipes

  Example recipes for analyzing model output using the cosima-cookbook infrastructure

  climate-analysisclimate-modelclimate-scienceocean-modelling
  Language:Jupyter Notebook 43

• JuliaClimate / ClimateSatellite.jl

  Julia package that downloads satellite measurements and observational data

  climateclimate-analysisclimate-sciencegpm-imerg
  Language:Julia 41

• ZijieZhaoMMHW / m_mhw1.0

  A MATLAB toolbox to detect and analyze marine heatwaves (MHWs).

  climate-sciencedata-analysisheatwavesmarine-heatwavesmatlab
  Language:MATLAB 39
• TopoPyScale

  ArcticSnow / TopoPyScale

  TopoPyScale: a Python library to perform simplistic climate downscaling at the hillslope scale

  scienceclimatedownscalinggeoscienceclimate-scienceclusteringdemera5timeseriesxarrayjoss
  Language:Python 38

• protea-earth / carbon_footprint

  👣 Calculate your carbon footprint easily using a command line interface (10+ metrics, .PDF report).

  carboncarbon-emissionscarbon-footprintcarbon-cyclecarbon-dioxideco2co2-emissionsco2monitorco2-emissionco2-measurementsco2-concentrationclimate-changeclimate-scienceclimate-modelsclimate-modelclimate-dataclimateclimate-analysisclimatologymachine-learning
  Language:HTML 36

• abbyazari / data_vis_statistics_geosciences

  This repository contains the laboratory portion of an upper level undergraduate class in Python on data visualization and statistics for geo & space scientists. Labs are updated when the course is in session through the most recent branch. See master version for current class.

  pythondata-visualizationdata-analysisdata-sciencegeosciencespace-sciencespace-physicsclimate-science
  Language:Jupyter Notebook 35
• mptrac

  slcs-jsc / mptrac

  Massive-Parallel Trajectory Calculations (MPTRAC) is a Lagrangian particle dispersion model for the analysis of atmospheric transport processes in the free troposphere and stratosphere.

  atmospheric-modellingdispersion-modelstratospheretrajectoriesdispersionatmospheric-scienceclimateclimate-sciencetropospheremeteorologyhigh-performance-computing
  Language:C 35

• Cloud-Drift / clouddrift

  CloudDrift accelerates the use of Lagrangian data for atmospheric, oceanic, and climate sciences.

  climate-dataclimate-sciencedata-structuresoceanographypython
  Language:Python 33

• csyhuang / hn2016_falwa

  Python library for computing Finite-Amplitude Local Wave Activity from climate data.

  hacktoberfestsciencescience-researchclimate-analysispythonclimate-data-analysisclimate-dataclimateclimate-science
  Language:Jupyter Notebook 30

• gaelforget / MITgcm.jl

  Julia interface to MITgcm

  adjointadjoint-sensitivitiesbiogeochemistryclimateclimate-modelclimate-scienceecologymodeloceanocean-modellingocean-sciencesparticlesseaicetracerstransport
  Language:Julia 25

• jleinonen / cloudsat-gan

  Reconstruction of Cloud Vertical Structure with a Generative Adversarial Network

  machine-learninggenerative-adversarial-networkdeep-learningatmospheric-scienceclimate-science
  Language:Python 23

• metno / pyaerocom

  Python tools for climate and air quality model evaluation

  model-evaluationclimate-scienceaerosolearth-observationaerocomair-quality
  Language:Python 23