Categories - Atmosphere - Atmospheric Composition and Dynamics
Topics
geophysical-fluid-dynamics, atmospheric-sciences, aurora-model, ceilometer, corrections, ctm, eliassen-model, escience, flight-planning, foundation-models, gcm, geos5, geos-cf, gill-matsuno-model, inversion-problem, jet-stream, kpp, mission-support-system, munk-stommel, mwx, nsf, nsf-access, nsf-unidata, ocean-atmosphere-model, omega-equation, planetary-atmospheres, poisson-equation, pv-inversion, retrieval, science-gateway, streamfunction, successive-over-relaxation, tropical-cyclone-tracking, turbulence, vaisala, velocity-potential, weather-prediction, anemoi, wind-driven-circulation,
Projects
SpeedyWeather.jl
A global spectral atmospheric model with simple physics which is developed as a research playground with an everything-flexible attitude as long as it is speedy.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 19.9
SHARPpy
A collection of open source sounding and hodograph analysis routines, a sounding plotting package, and an interactive, cross-platform application for analyzing real-time soundings all written in Python.
hodograph meteorology skew-t sounding
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 19.9
Aurora
An atmospheric foundation machine learning model initially trained on vast amounts of data to predict atmospheric variables like temperature, which can then be adapted to specialized atmospheric forecasting tasks with relatively little additional data.
atmospheric-chemistry aurora-model deep-learning foundation-models ocean-waves tropical-cyclone-tracking weather-prediction
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 19.1
ACT
The Atmospheric data Community Toolkit is an open source Python toolkit for working with atmospheric time-series datasets of varying dimensions.
atmospheric-science corrections meteorological-data meteorology retrieval time-series visualization
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 16.8
Breeze.jl
Limited area LES-to-mesoscale atmosphere simulations based on Oceananigans.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 16.5
ACE
A 200M-parameter, autoregressive machine learning emulator of an existing comprehensive 100-km resolution global atmospheric model.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 15.3
typhon
A collection of tools for atmospheric research with Python 3.
atmospheric-science python python3 radiative-transfer science
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 13.5
SounderPy
A Python package that helps you to access and plot vertical profile data for meteorological analysis.
atmospheric-science atmospheric-sciences data-analysis-python meteorology python weather weather-data
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 13.0
TurbulenceConvection.jl
Provides a framework for testing parameterizations of clouds and turbulence.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 12.8
Mission Support System
A collaboration server to plan atmospheric research flights.
conda-forge flight-planning mission-support-system python
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 12.2
Pace
A implementation of the FV3GFS / SHiELD atmospheric model developed by NOAA/GFDL using the GT4Py domain-specific language in Python.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 12.0
xinvert
A Python package to invert or solve many classical problems in atmospheric sciences and physical oceanography.
atmospheric-science eliassen-model geophysical-fluid-dynamics gill-matsuno-model inversion-problem meteorology munk-stommel oceanography omega-equation poisson-equation pv-inversion streamfunction successive-over-relaxation velocity-potential wind-driven-circulation
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 11.7
giverny
Library for querying the Johns Hopkins Turbulence Database.
atmospheric-physics matlab physics python turbulence
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 11.7
MWRpy
A Python software to process RPG Microwave Radiometer data and is developed at the University of Cologne, Germany as part of the Aerosol, Clouds and Trace Gases Research Infrastructure (ACTRIS).
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 11.3
EMC²
An open source framework for atmospheric model and observational column comparison.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 06 Oct 2026 - Ranking: 10.4
LFRic
Home to the LFRic-based science applications and libraries such as the Momentum® Atmosphere model application and the GungHo dynamical core.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 10.0
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: 09 Oct 2026 - Ranking: 9.2
MicroHH
A computational fluid dynamics code designed to simulate turbulent flows in the atmosphere using the Direct Numerical Simulation and Large-Eddy Simulation techniques.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 9.0
Isca
A framework for the idealized modeling of the global circulation of planetary atmospheres at varying levels of complexity and realism.
atmospheric-modelling atmospheric-science climate-model geophysical-fluid-dynamics planetary-atmospheres
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 8.9
qgs
Models the dynamics of a 2-layer quasi-geostrophic channel atmosphere on a beta-plane, coupled to a simple land or shallow-water ocean component.
atmospheric-models climate climate-variability meteorology numba ocean-atmosphere-model python
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 8.9
CalibrateEDMF.jl
Calibrate atmospheric turbulence and convection parameterizations using gradient-free ensemble Kalman methods.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 8.9
ANEMOI
An open-source, Python-based framework developed collaboratively by ECMWF and several European national meteorological services. It is designed to facilitate the development, training, and deployment of machine learning (ML) models for weather forecasting. As an 'end to end' framework, it provides a comprehensive toolkit that spans data preparation, model training, and inference, enabling meteorological organizations to leverage their own data for ML-based weather prediction.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 8.0
pySonde
Converts Vaisala's radiosonde files (mwx) to netCDF4 and interpolates them if needed to a common height grid for easier processing.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 7.7
WaveBreaking
A Python package that provides detection, classification and tracking of Rossby Wave Breaking in weather and climate data.
classification detection tracking
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 7.6
pyglow
A Python module that wraps several upper atmosphere climatological models written in FORTRAN.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 7.4
CIS
An open source command-line tool for easy collocation, visualization, analysis, and comparison of diverse gridded and ungridded datasets used in the atmospheric science.
analysis climate-data earth-science geo python
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 7.0
FastEddy
Leverage fast, energy-efficient GPU computing to expand LES use in research and enable microscale and multiscale turbulence-resolving boundary-layer modeling for local weather prediction and practical science and engineering applications.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 6.3
AtmoRep
A stochastic model of atmosphere dynamics using large scale representation learning.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 5.9
MiMA
Model of an idealized Moist Atmosphere: Intermediate-complexity General Circulation Model with full radiation.
atmospheric-modelling atmospheric-science climate-model fortran gcm
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 5.9
pyvortex
Equivalent Latitude and polar vortex edge calculation using Nash criteria.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 4.5
A-Profiles
A Python library dedicated to the analysis of atmospheric profilers measurements.
aerosol ceilometer lidar python
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: 3.4
ANEMOI
Large-eddy simulation code written in CUDA Fortran for simulating atmospheric boundary layer flows.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 23 Nov 2025 - Ranking: 0.0
ANEMOI
Large-eddy simulation code written in CUDA Fortran for simulating atmospheric boundary layer flows.
computational-fluid-dynamics cuda-fortran large-eddy-simulation
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 07 Nov 2025 - Ranking: -Infinity
Project Horus
A Amateur Radio High Altitude Ballooning project.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: -Infinity
Freva
A data search and analysis platform developed by the atmospheric science community for the atmospheric science community.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: -Infinity
EMC²
An open source framework for atmospheric model and observational column comparison.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: -Infinity
LROSE
The Lidar Radar Open Software Environment for Atmospheric Science.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: -Infinity
ClimaAtmos.jl
A library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools.
atmosphere atmospheric-modeling climate climate-modeling data-assimilation earth-system-model fluid-dynamics gpu julia machine-learning optimization scientific-computing
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: -Infinity
Pace
An implementation of the FV3GFS / SHiELD atmospheric model developed by NOAA/GFDL using the NDSL middleware in Python, itself based on GT4Py and DaCe.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: -Infinity
AC_tools
Contains functions and scripts used for working with atmospheric model output and observational data.
atmospheric-chemistry ctm geos-cf geos-chem geos5 hemco kpp scientific-computing
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: -Infinity
Unidata Science Gateway
Provide the academic and research community an environment they can employ to access, analyze and visualize real-time and case study Earth system science data.
atmospheric-science cloud-computing escience geoscience jupyterhub nsf nsf-access nsf-unidata science-gateway
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 09 Oct 2026 - Ranking: -Infinity
Contributors
Max Grover mgroverwx@gmail.com
OST Projects: 25
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Access and Visualization, Climate Data Standards, Education, Meteorological Observation and Forecast
Topics:
cesm-lens, climate-datasets, cmip6, data-access, data-catalog, earth-system-model, intake, pangeo, atmospheric-science, hodograph and 15 more
Emmanuel Ferdman emmanuelferdman@gmail.com
OST Projects: 24
Categories: Atmosphere, Biosphere, Climate Change, Consumption, Cryosphere, Emissions, Energy Systems, Natural Resources, Sustainable Development
Sub Categories: Agriculture and Nutrition, Atmospheric Composition and Dynamics, Avian Monitoring and Analysis, Building Energy Monitoring, Carbon Intensity and Accounting, Climate Data Access and Visualization, Data Catalogs and Interfaces, Earth and Climate Modeling, Energy Data Accessibility and Integration, Energy System Modeling Frameworks, Environmental Satellites, Forest Remote Sensing, Glacier and Ice Sheets, Meteorological Observation and Forecast, Mobility and Transportation, Plants and Vegetation, Water Supply and Quality
Topics:
apptainer, rootless-containers, singularity, singularity-container, opencv, careers, certification, community, curriculum, freecodecamp and 40 more
Robert Jackson rjackson@anl.gov
OST Projects: 22
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics, Meteorological Observation and Forecast
Topics:
closember, pyart, radar-processing, weather-radars, atmospheric-science, corrections, meteorological-data, meteorology, retrieval, disdrometer-data and 14 more
scollis scollis.acrf@gmail.com
OST Projects: 21
Categories: Atmosphere, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Data Catalogs and Interfaces, Meteorological Observation and Forecast
Topics:
thredds, thredds-catalogs, unidata, closember, pyart, radar-processing, weather-radars, meteorology, radar, atmospheric-science and 7 more
Robert Clyde Jackson rjackson@c353921l.evs.anl.gov
OST Projects: 20
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics, Meteorological Observation and Forecast
Topics:
atmospheric-science, corrections, meteorological-data, meteorology, retrieval
Robert Jackson rjackson@compute-386-01.cels.anl.gov
OST Projects: 20
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics, Meteorological Observation and Forecast
Topics:
atmospheric-science, corrections, meteorological-data, meteorology, retrieval
Wouter wouterbmol@gmail.com
OST Projects: 20
Categories: Atmosphere, Hydrosphere
Sub Categories: Atmospheric Composition and Dynamics, Waves and Currents
Topics:
lagrangian-ocean-modelling, ocean-circulation-models
Robert Jackson rjackson@Roberts-MacBook-Pro.local
OST Projects: 20
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics, Meteorological Observation and Forecast
Topics:
atmospheric-science, corrections, meteorological-data, meteorology, retrieval
Robert Jackson rjackson@Roberts-MacBook-Pro-3.local
OST Projects: 19
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics, Meteorological Observation and Forecast
Topics:
Israel Silber ixs34@psu.edu
OST Projects: 19
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics, Meteorological Observation and Forecast
Topics:
atmospheric-science, hodograph, meteorology, skew-t, weather, weather-data
McKenna Stanford mws2175@columbia.edu
OST Projects: 18
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics
Topics:
Robert Jackson rjackson@evswl136.evs.anl.gov
OST Projects: 18
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics
Topics:
JingjingTina jingjingtian5@gmail.com
OST Projects: 18
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics
Topics:
Robert Jackson rjackson@Roberts-MacBook-Pro-2.local
OST Projects: 18
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics
Topics:
Robert Jackson rjackson@evswl142.evs.anl.gov
OST Projects: 18
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics
Topics:
Navid C. Constantinou navidcy@users.noreply.github.com
OST Projects: 16
Categories: Atmosphere, Climate Change, Cryosphere, Emissions, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Carbon Capture, Climate Data Processing and Analysis, Climate Data Standards, Ocean Models, Radiative Transfer, Sea Ice, Soil and Land, Waves and Currents
Topics:
climate-model, finite-volume, gridded-data, climate-analysis, climate-science, ocean-modelling, sea-ice, climate, land, land-surface-model and 30 more
Anshul Singhvi anshulsinghvi@gmail.com
OST Projects: 10
Categories: Atmosphere, Biosphere, Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Education, Environmental Satellites, Ocean Models, Species Distribution Modeling
Topics:
arrays, gdal, geo, geospatial-data, geospatial-processing, geospatial-visualization, rasterization, cost, dtm, friction and 58 more
Charles Kawczynski kawczynski.charles@gmail.com
OST Projects: 10
Categories: Atmosphere, Climate Change, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Climate Data Standards, Earth and Climate Modeling, Ocean Circulation Models, Ocean Models, Radiative Transfer, Soil and Land
Topics:
climate, data-assimilation, canopy, fluorescence, land-surface-model, sif, soil-plant-atmosphere, climate-change, ocean, climate-and-forecast-conventions and 61 more
Rich Signell rsignell@usgs.gov
OST Projects: 10
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Curated Lists, Data Catalogs and Interfaces, Earth and Climate Modeling, Education, Meteorological Observation and Forecast
Topics:
atmospheric-science, cloud-computing, escience, nsf, science-gateways, unidata, xsede, pangeo, dap, dods and 54 more
Baudouin Raoult baudouin.raoult@ecmwf.int
OST Projects: 9
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Access and Visualization, Climate Data Processing and Analysis, Earth and Climate Modeling, Meteorological Observation and Forecast
Topics:
grib, meteorology, bufr, wmo, earth-science, odb, weather, hindcast, s2s, s2s-ai-challenge and 2 more
Gregory L. Wagner gregory.leclaire.wagner@gmail.com
OST Projects: 9
Categories: Atmosphere, Climate Change, Cryosphere, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Sea Ice, Soil and Land, Waves and Currents
Topics:
fft, mpi, microsoft-mpi, mpich, openmpi, climate, data-assimilation, land, land-surface-model, cmip and 24 more
akrherz akrherz@iastate.edu
OST Projects: 9
Categories: Atmosphere, Natural Resources, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Data Catalogs and Interfaces, Meteorological Observation and Forecast, Soil and Land
Topics:
thredds, thredds-catalogs, unidata, gempak, goes, goes16, goes17, grib, gridded-data, meteorology and 54 more
Anna Jaruga ajaruga@caltech.edu
OST Projects: 9
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer, Soil and Land
Topics:
atmospheric-modelling, atmospheric-physics, nvrtc, physics-simulation, pint, thrust, climate, data-assimilation, aerosol-microphysics, aerosol-science and 32 more
Lukas Kluft lukas.kluft@gmail.com
OST Projects: 7
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Climate Data Standards, Earth and Climate Modeling, Radiative Transfer
Topics:
atmospheric-science, radiative-transfer, atmospheric-modelling, climate-model, atmospherice-science, spoiler, fsspec, grib, zarr, compressed and 1 more
simone-silvestri silvestri.simone0@gmail.com
OST Projects: 7
Categories: Atmosphere, Climate Change, Cryosphere, Emissions, Hydrosphere
Sub Categories: Atmospheric Composition and Dynamics, Carbon Capture, Earth and Climate Modeling, Ocean Circulation Models, Ocean Models, Sea Ice
Topics:
biogeochemical-models, biogeochemistry, climate, ocean, ocean-modelling, ocean-sciences, oceanography, climate-change, data-assimilation, climate-science and 16 more
Xin Zhang xinzhang1215@gmail.com
OST Projects: 7
Categories: Atmosphere, Emissions, Sustainable Development
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Data Catalogs and Interfaces, Emission Observation and Modeling, Environmental Satellites, Meteorological Observation and Forecast
Topics:
atmospheric-science, radiative-transfer, climate, nwp, weather, wrf, closember, dataviz, folium, geoparquet and 42 more
Noah D Brenowitz nbren12@gmail.com
OST Projects: 7
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Earth and Climate Modeling
Topics:
climate, weather, climate-modeling, interoperability, pydata, adaptive-mesh-refinement, amr, amrex, hpsf, compressed and 3 more
Spencer Clark spencerkclark@gmail.com
OST Projects: 7
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling
Topics:
climate-modeling, climate, fms, fv3, gfdl, model-component, cf-conventions, netcdftime, axis, cftime and 2 more
Florian Pinault Florian.Pinault@ecmwf.int
OST Projects: 7
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Access and Visualization, Education
Topics:
grib, hindcast, s2s, s2s-ai-challenge, zarr, anemoi
Kaitlyn Alphonse kalphonse@ec-intl.com
OST Projects: 7
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer, Soil and Land
Topics:
canopy, fluorescence, land-surface-model, sif, soil-plant-atmosphere, climate, land, climate-modeling, dynamical-core, earth-system-model and 23 more
Cheikh Mbengue c.mbengue@wolfson.oxon.org
OST Projects: 7
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer, Soil and Land
Topics:
climate, land, land-surface-model, canopy, fluorescence, sif, soil-plant-atmosphere, climate-modeling, dynamical-core, earth-system-model and 23 more
Jesper Dramsch jesper@dramsch.net
OST Projects: 6
Categories: Atmosphere, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Curated Lists, Education
Topics:
cheatsheet, geochemistry, geology, geophysics, geostatistics, groundwater, modflow, open-science, reservoir-modeling, seismic and 50 more
Simon Byrne simonbyrne@gmail.com
OST Projects: 6
Categories: Atmosphere, Climate Change, Cryosphere, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling, Ocean Circulation Models, Ocean Models, Radiative Transfer, Sea Ice, Soil and Land
Topics:
climate, data-assimilation, climate-change, ocean, buildkite, slurm, conformal-mapping, mpi, petsc, sparse-matrix and 60 more
Elynn Wu elynn510@gmail.com
OST Projects: 6
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling
Topics:
climate-modeling, climate, climate-model, climate-science, e3sm, snl-applications, weather
dmey dmey@users.noreply.github.com
OST Projects: 6
Categories: Atmosphere, Climate Change, Consumption
Sub Categories: Atmospheric Composition and Dynamics, Buildings and Heating, Climate Data Standards, Earth and Climate Modeling, Meteorological Observation and Forecast
Topics:
wrf, wrf-arw, atmospheric-modelling, building-energy, energy-balance-model, energy-consumption, energy-model, energy-simulation, environmental-modelling, forecasting-model and 20 more
Nora Loose nora.loose@gmail.com
OST Projects: 6
Categories: Atmosphere, Climate Change, Emissions, Hydrosphere
Sub Categories: Atmospheric Composition and Dynamics, Carbon Capture, Climate Data Processing and Analysis, Ocean Circulation Models, Ocean Models
Topics:
automatic-differentiation, climate-science, data-assimilation, exoplanets, gfd, mitgcm, ocean-modelling, atmospheric-science, eliassen-model, geophysical-fluid-dynamics and 20 more
Tapio Schneider tapio@caltech.edu
OST Projects: 6
Categories: Atmosphere, Climate Change, Cryosphere, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer, Sea Ice, Soil and Land
Topics:
climate, climate-change, land, land-surface-model, climate-model, fluid-dynamics-simulator, ocean-modelling, climate-modeling, dynamical-core, earth-system-model and 22 more
Gregory Wagner wagner.greg@gmail.com
OST Projects: 6
Categories: Atmosphere, Climate Change, Cryosphere, Hydrosphere
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Earth and Climate Modeling, Ocean Circulation Models, Ocean Models, Sea Ice, Waves and Currents
Topics:
climate, data-assimilation, climate-change, ocean, climate-and-forecast-conventions, climatology, earth-observation, meteorology, oceanography, opendap and 16 more
Matthew Chantry matthew.chantry@ecmwf.int
OST Projects: 6
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Access and Visualization, Education
Topics:
anemoi
costachris christopouloscosta@gmail.com
OST Projects: 6
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer, Soil and Land
Topics:
climate, data-assimilation, land, land-surface-model, radiative-transfer, scattering-physics, climate-modeling, dynamical-core, earth-system-model, finite-difference and 8 more
Gabriele Bozzola sbozzolator@gmail.com
OST Projects: 6
Categories: Atmosphere, Climate Change, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Earth and Climate Modeling, Ocean Circulation Models, Ocean Models, Radiative Transfer, Soil and Land
Topics:
climate, data-assimilation, climate-change, ocean, black-hole, cosmic-explorer, einstein-telescope, gravitational-waves, gravity, gwastro and 42 more
Gabriele Bozzola gbozzola@caltech.edu
OST Projects: 6
Categories: Atmosphere, Cryosphere, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Ocean Circulation Models, Ocean Models, Radiative Transfer, Sea Ice, Soil and Land
Topics:
climate, data-assimilation, climate-change, ocean, land, land-surface-model, climate-model, fluid-dynamics-simulator, ocean-modelling, aerosols and 8 more
Duncan Watson-Parris duncan.watson-parris@physics.ox.ac.uk
OST Projects: 5
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Environmental Satellites
Topics:
climate-data, earth-science, geo, closember, weather, grib, iris, meteorology, oceanography, spaceweather and 5 more
Julia Sloan jsloan@caltech.edu
OST Projects: 5
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer, Soil and Land
Topics:
climate, data-assimilation, land, land-surface-model, climate-modeling, dynamical-core, earth-system-model, finite-difference, numerical-methods, pde and 19 more
Max Grover maxi2312@gmail.com
OST Projects: 5
Categories: Atmosphere, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Education, Meteorological Observation and Forecast
Topics:
closember, pyart, radar-processing, weather-radars, atmospheric-science, corrections, meteorological-data, meteorology, retrieval, notebooks and 12 more
imreddyTeja treddy0205@gmail.com
OST Projects: 5
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer, Soil and Land
Topics:
climate, data-assimilation, land, land-surface-model, climate-modeling, dynamical-core, earth-system-model, finite-difference, numerical-methods, pde and 19 more
Christoph Paulik cpaulik@gmail.com
OST Projects: 5
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Soil and Land
Topics:
earth-science, soil-moisture, in-situ, ismn, climate-data, geo, netcdf4, earth-observation, gdal, mapserver and 7 more
Damien Irving irving.damien@gmail.com
OST Projects: 5
Categories: Atmosphere, Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Processing and Analysis, Education, Ocean and Hydrology Data Access
Topics:
calculation-climate, climate-indicators, climate-indices, climate-simulations, icclim, xclim, climate-science, dimensionality-reduction, eof-analysis, pattern-recognition and 27 more
Milan milankloewer@gmx.de
OST Projects: 5
Categories: Atmosphere, Consumption, Emissions, Hydrosphere
Sub Categories: Atmospheric Composition and Dynamics, Buildings and Heating, Emission Observation and Modeling, Ocean Circulation Models, Ocean Models
Topics:
climate, climate-change, data-assimilation, ocean, climate-data, data-compression, entropy, information-theory, weather-forecast, africa and 17 more
nefrathenrici nat.henrici@gmail.com
OST Projects: 5
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer, Soil and Land
Topics:
climate, data-assimilation, land, land-surface-model, climate-modeling, dynamical-core, earth-system-model, finite-difference, numerical-methods, pde and 19 more
Killian Murphy killian.murphy@york.ac.uk
OST Projects: 5
Categories: Atmosphere, Emissions
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Emission Observation and Modeling
Topics:
aerosols, atmospheric-chemistry, atmospheric-chemistry-modeling, atmospheric-composition, atmospheric-modelling, carbon-cycle, climate, cloud-computing, earth-system-modeling, greenhouse-gases and 31 more
Stephen Pascoe Stephen.Pascoe@stfc.ac.uk
OST Projects: 4
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards
Topics:
esgf, logon, opendap, climate-data, earth-science, geo, grib, iris, meteorology, oceanography and 4 more
Pete Bachant pbachant@caltech.edu
OST Projects: 4
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer, Soil and Land
Topics:
climate, data-assimilation, land, land-surface-model, climate-modeling, dynamical-core, earth-system-model, finite-difference, numerical-methods, pde and 13 more
Douglas Dirks ddirks@ucar.edu
OST Projects: 4
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Meteorological Observation and Forecast
Topics:
unidata, unidata-netcdf, gempak, goes, goes16, goes17, grib, gridded-data, meteorology, netcdf4 and 24 more
Oliver Fuhrer oli@ginko.ch
OST Projects: 4
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling, Education
Topics:
climate, climate-model, fms, gfdl, climate-modeling
Jennifer Oxelson oxelson@ucar.edu
OST Projects: 4
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Meteorological Observation and Forecast
Topics:
netcdf-fortran, netcdf-library, unidata, gempak, goes, goes16, goes17, grib, gridded-data, meteorology and 26 more
ray-chew chew@caltech.edu
OST Projects: 4
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer
Topics:
climate, data-assimilation, climate-modeling, dynamical-core, earth-system-model, finite-difference, numerical-methods, pde, spectral-elements, atmospheric-science and 13 more
Jeffrey Yoder jeffreyyoder@unr.edu
OST Projects: 4
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer
Topics:
climate, data-assimilation, climate-modeling, dynamical-core, earth-system-model, finite-difference, numerical-methods, pde, spectral-elements, atmospheric-science and 13 more
ilopezgp ilopezgp@gmail.com
OST Projects: 4
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Climate Data Processing and Analysis, Earth and Climate Modeling
Topics:
grib, meteorology, climate, data-assimilation, climate-change, aerosols, atmospheric-physics, climate-modeling, cloud-microphysics, ice-nucleation and 2 more
Jake Bolewski jakebolewski@gmail.com
OST Projects: 4
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer
Topics:
climate, data-assimilation, buildkite, slurm, data-management, llnl, radiuss, mpi, petsc, sparse-matrix and 59 more
Tobias Wicky wicky.tob@gmail.com
OST Projects: 4
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Processing and Analysis, Education
Topics:
climate-modeling
Chiel chielvanheerwaarden@gmail.com
OST Projects: 4
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer
Topics:
climate-model, radiative-transfer, cfd, computational-fluid-dynamics, large-eddy-simulation, urban-climate, climate-models, correlated-k, radiative-transfer-models
Naser Mahfouz naser.mahfouz@pnnl.gov
OST Projects: 4
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling
Topics:
climate, climate-model, climate-science, e3sm, snl-applications, aerosol, particle, earth-science
FlorianDeconinck deconinck.florian@gmail.com
OST Projects: 4
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Processing and Analysis, Earth and Climate Modeling
Topics:
climate-modeling, fpga, high-level-synthesis, programming-language, vivado-hls
Jeremy McGibbon mcgibbon@uw.edu
OST Projects: 4
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling
Topics:
climate-modeling, atmospheric-modeling, atmospheric-science, numerical-integration, sympl, atmospheric-modelling, climate-model
yairchn yairchn@caltech.edu
OST Projects: 4
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling
Topics:
climate, data-assimilation, climate-change, climate-modeling, dynamical-core, earth-system-model, finite-difference, numerical-methods, pde, spectral-elements and 1 more
Zhaoyi Shen pkuszy@gmail.com
OST Projects: 4
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer
Topics:
climate, climate-change, data-assimilation, climate-modeling, dynamical-core, earth-system-model, finite-difference, numerical-methods, pde, spectral-elements
sriharshakandala sriharsha.kvs@gmail.com
OST Projects: 4
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer
Topics:
climate, data-assimilation, climate-modeling, dynamical-core, earth-system-model, finite-difference, numerical-methods, pde, spectral-elements, atmospheric-science and 13 more
Akshay Sridhar asridhar@caltech.edu
OST Projects: 4
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Soil and Land
Topics:
climate, data-assimilation, climate-change, land, land-surface-model, climate-modeling, dynamical-core, earth-system-model, finite-difference, numerical-methods and 13 more
Dennis Yatunin dyatun@gmail.com
OST Projects: 3
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling, Soil and Land
Topics:
climate, data-assimilation, climate-change, adaptive, differential-equations, differentialequations, event-handling, high-performance, ode, ordinary-differential-equations and 15 more
Akshay Sridhar asridhar@clima.gps.caltech.edu
OST Projects: 3
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer
Topics:
climate, data-assimilation, climate-modeling, dynamical-core, earth-system-model, finite-difference, numerical-methods, pde, spectral-elements, atmospheric-science and 7 more
Paul Schulz paul@mawsonlakes.org
OST Projects: 3
Categories: Atmosphere, Energy Systems
Sub Categories: Atmospheric Composition and Dynamics, Building Energy Monitoring, Grid Analysis and Planning
Topics:
eigen3, powerflow, powersystem, shortcircuit, stateestimation, esp32, esphome, glow, smartmeter
Will Gregory William.gregory@outlook.com
OST Projects: 3
Categories: Atmosphere, Cryosphere, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Education, Glacier and Ice Sheets
Topics:
Sajjad Azimi azimi@caltech.edu
OST Projects: 3
Categories: Atmosphere
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics
Topics:
atmospheric-modelling, atmospheric-physics, nvrtc, physics-simulation, pint, thrust, aerosol-microphysics, aerosol-science, atmospheric-sciences, cloud-microphysics and 11 more
kmdeck kdeck@caltech.edu
OST Projects: 3
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling, Soil and Land
Topics:
climate, data-assimilation, climate-science, climate-change, land, land-surface-model, climate-modeling, dynamical-core, earth-system-model, finite-difference and 8 more
James Penn james@jamespenn.co.uk
OST Projects: 3
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Processing and Analysis, Earth and Climate Modeling
Topics:
atmospheric-modelling, atmospheric-science, climate-model, geophysical-fluid-dynamics, planetary-atmospheres, meteorology, observation, radiosonde, tephigram, cf-conventions and 10 more
Gerrit Holl gerrit.holl@gmail.com
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Environmental Satellites
Topics:
atmospheric-science, radiative-transfer, closember, weather, kd-tree, resampling, operational-processing, satpy, numerical-methods, pydata
Thijs Heus thijsheus@gmail.com
OST Projects: 3
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling
Topics:
cfd, computational-fluid-dynamics, large-eddy-simulation, urban-climate
Oliver Fuhrer ofuhrer@users.noreply.github.com
OST Projects: 3
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Processing and Analysis
Topics:
climate-modeling
Brian Henn brianhenn@allenai.org
OST Projects: 3
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics
Topics:
climate-modeling
Joe O'Brien obrienj@anl.gov
OST Projects: 3
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics, Meteorological Observation and Forecast
Topics:
closember, pyart, radar-processing, weather-radars, atmospheric-science, corrections, meteorological-data, meteorology, retrieval
Zach Sherman ShermanX1991@gmail.com
OST Projects: 3
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics, Meteorological Observation and Forecast
Topics:
closember, pyart, radar-processing, weather-radars, atmospheric-science, corrections, meteorological-data, meteorology, retrieval, hdfs and 9 more
dkytezab danielkytezable@gmail.com
OST Projects: 3
Categories: Atmosphere, Cryosphere, Hydrosphere
Sub Categories: Atmospheric Composition and Dynamics, Ocean Models, Sea Ice
Topics:
climate, climate-change, data-assimilation, ocean
Johann Dahm johann.dahm@gmail.com
OST Projects: 3
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Processing and Analysis
Topics:
climate-modeling, climate, embedded-ds, water, ceed, finite-elements, high-order, lagrangian, miniapp, proxy-application and 11 more
Johann Dahm johannd@vulcan.com
OST Projects: 3
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Processing and Analysis
Topics:
climate-modeling
charlien charlien@met.no
OST Projects: 3
Categories: Atmosphere
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Atmospheric Dispersion and Transport
Topics:
aerocom, aerosol, climate-science, earth-observation, model-evaluation, ceilometer, lidar, air-quality
Kaveh Haghighi Mood k.haghighi.mood@fz-juelich.de
OST Projects: 3
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics, Atmospheric Dispersion and Transport
Topics:
atmospheric-modelling, atmospheric-science, climate, climate-science, dispersion, dispersion-model, meteorology, stratosphere, trajectories, troposphere and 2 more
Wolfgang Hayek wolfgang.hayek@niwa.co.nz
OST Projects: 3
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Processing and Analysis, Natural Hazard and Storm, Natural Hazard and Storms
Topics:
adaptive, flood, inundation, rain, river, storm, surge, tsunami, earth-science, grib and 6 more
Kaitlyn Alphonse kalphonse@eci-iMac-2.local
OST Projects: 3
Categories: Atmosphere
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Radiative Transfer
Topics:
atmospheric-science, climate, climate-model, correlated-k, earth-system-model, radiation, radiative-transfer, rrtmgp, rte, aerosols and 8 more
Gert Mertes hey@gertmertes.be
OST Projects: 3
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Access and Visualization
Topics:
anemoi
miniufo miniufo@163.com
OST Projects: 3
Categories: Atmosphere, Hydrosphere
Sub Categories: Atmospheric Composition and Dynamics, Waves and Currents
Topics:
atmospheric-science, eliassen-model, geophysical-fluid-dynamics, gill-matsuno-model, inversion-problem, meteorology, munk-stommel, oceanography, omega-equation, poisson-equation and 32 more
Zachary Sherman zsherman@anl.gov
OST Projects: 3
Categories: Atmosphere
Sub Categories: Atmospheric Composition and Dynamics, Meteorological Observation and Forecast
Topics:
closember, pyart, radar-processing, weather-radars, atmospheric-science, corrections, meteorological-data, meteorology, retrieval, radar and 5 more
oelbert oliver.elbert36@gmail.com
OST Projects: 3
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Processing and Analysis
Topics:
climate-modeling, fpga, high-level-synthesis, programming-language, vivado-hls
Simo Tukiainen simo.tukiainen@fmi.fi
OST Projects: 3
Categories: Atmosphere
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics
Topics:
Mengqi Zhao mengqiz@umd.edu
OST Projects: 3
Categories: Atmosphere, Climate Change, Hydrosphere
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling, Freshwater and Hydrology
Topics:
climate, hydrology, multi-scale, multi-sector, nexus
Tuomas Siipola tuomas.siipola@fmi.fi
OST Projects: 3
Categories: Atmosphere
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics
Topics:
Dan Ellis daniel.ellis.research@gmail.com
OST Projects: 3
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Access and Visualization, Meteorological Observation and Forecast
Topics:
meteorology, atmospheric-chemistry, ctm, geos-cf, geos-chem, geos5, hemco, kpp, data-format, unidata and 20 more
Jian Sun sjsprecious@gmail.com
OST Projects: 3
Categories: Atmosphere
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics
Topics:
atmospheric-chemistry, atmospheric-modeling, atmospheric-science, ode-solver
Lazaro Alonso lazarus.alon@gmail.com
OST Projects: 3
Categories: Atmosphere, Emissions, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Data Catalogs and Interfaces, Emission Observation and Modeling
Topics:
arrays, gdal, geo, geospatial-data, geospatial-processing, geospatial-visualization, rasterization, modis, spectral, spectral-dataset and 3 more
sandreza andrenogueirasouza@gmail.com
OST Projects: 3
Categories: Atmosphere, Climate Change, Hydrosphere
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling, Ocean Circulation Models, Ocean Models
Topics:
climate, data-assimilation, climate-change, ocean, climate-modeling, dynamical-core, earth-system-model, finite-difference, numerical-methods, pde and 2 more