Categories - Climate Change
Sub Categories
- Earth and Climate Modeling - 59 projects
- Climate Data Access and Visualization - 48 projects
- Climate Data Standards - 13 projects
- Integrated Assessment and Climate Policy - 21 projects
- Climate Data Processing and Analysis - 69 projects
- Natural Hazard and Storm - 53 projects
- Climate Downscaling - 13 projects
Topics
flood, cmip6, integrated-assessment, xclim, e3sm, esgf, inundation, cmip, tropical-cyclone, climate-data-analysis, hazard, cesm, chirps, hazard-assessment, integrated-assessment-model, hurricane, climate-forecasting, national-water-center, s2s, cf-conventions, floods, meteorologia, agricultura, cmip5, neuralgcm, climate-indices, icclim, zealand, esmf, national-climate-database, kml, ncar, human-earth-system, climate-stations, gcam, coupled-human-natural-systems, climateserv, disaster, climate-datasets, imerg, esi, emodis, urban-climate-model, um, hut23-1077, hector-model, mtclim, ornl-daac, pp, cfunits, cfdm, cf, anuclim, kokkos, cxx, gdpcir, mpas-analysis, china, netcdf-files, multiple-threads, gcam-china, strategic-planning, fms, gfdl, clm, ecosystem, demographics, archiving, ai-for-climate, climate-assessments, climate-services, large-language-models, cdat, climate-research, climate-sciences, pcmdi, xcdat, flood-monitoring, ugrid, unstructured-grids, adaptive, storm, surge, tsunami, fluorescence, sif, soil-plant-atmosphere, bom, magicc-model, disaster-risk-management, australia-bureau-of-meteorology, oceanic-nino, archives, data-rescue, digitization, transcription, netcdf-fortran, netcdf-library, hadcrut5, gpm-imerg, world3, climate-impacts, iris, spaceweather, aemet, iamc-format, integrated-assessment-scenarios, macro-energy, scenario-data, timeseries-format, cmip6-data, xgcm, gdas, gefs, jedi, h5py, national-water-model, dimensionality-reduction, eof-analysis, pca, hand, carbon-dioxide-data, sea-levels, warming-stripes, disasterresponse, inasafe, ecco, parameters, tiros, avhrr, gac, lac, metop, radiometric, noresm, norwegian, climate-policy, cds, ecmwf-services, contingency-table, forecast-evaluation, model-validation, colombia, matlab-toolbox, design-rainfall, duration, duration-steps, dwa, psha, dwa-a-531, heavy-rain, openquake-engine, intensity-duration-frequency, openquake, kostra, return-period, cluster, ropenspain, catastrophe-model, catastrophe-modelling, forecast-api, insurance, loss, reinsurance, vulnerability, unidata-netcdf, delta-change-method, cdf, bias-adjustment, tensorflow2, sckit-learn, ensemble-machine-learning, geoinformatics, data-catalog, cesm-lens, logon, weather-conditions, tropical-cyclone-variability, potential-intensity, hurricanes, hurricane-calculations, s2d, near-real-time, pathway-analysis, model-coupling, esmx, earth-system-modelling, earth-system-modeling-framework, climate-simulations, climate-indicators, calculation-climate, cansips, cangrd, ahccd, variance-scaling, quantile-mapping, quantile-delta-mapping, linear-scaling, detrended-quantile-mapping, delta-method, flood-risk-models, pollen-measurements, phenology-data, ogd, lisvap, lisflood, glofas, efas, storms, performance-diagram, mrms, hail, cloud-optimized, servirglobal, servir, ndvi, gridded-climate-data, aoi, tropical-storms, cyclones-behaviour, smap, rating-curve, hec-ras, floodplain, predictive-analytics, multimodel-ensemble, mpi4py, projection, conflict, warming-levels, ipcc-regions, climate4r, climate-change-atlas, apache-beam, tropical, cyclones, adcirc, ohio-state-university, oceans, fever, byrd, flood-inundation-maps, solar-radiation, relative-humidity, frost, elevation, diurnal-temperature, cru-cl2, lithology, mpas, hector, weather-information, ncei, ncdc, historical-weather, gsod, global-data, daily-weather, daily-data, dem, xarray-accessor, earthkit, satellite-imagery-analysis, landsat-data, geodata, sr15, landscape-evolution-model, erosion-process, compaction, basin-modeling, cyclone, roms, regional, regcm, coupled, regrid, netcdf-operators, nco, hdf, gsl, rstats-package, nuopc, cru, prepare, cmor3, ogc, indices, model-diagnostics, med-team, ndimensional-arrays, compressed, landslide, debrisflow, sea-ice-thickness, scicomm, sedimentation, sediment-transport, paleogeography, paleoclimate,
Projects
Contributors
Thomas Kluyver [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
anaconda, binder, bsd-3-clause, epsrc, finite-difference-method, horizon2020, micromagnetics, oommf, physics, pypi and 68 more
Alan Butler [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
hydrology, task-views, disaggregation, knn
Gokce Surenkok [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
coupled, esmf, mitgcm, ocean, regcm, regional, roms
Mark R. Petersen [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Spencer Clark [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate
Micah Kim [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate
cenv0972 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
LiangHuLiu [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
hazard-assessment, risk-assessment, tropical-cyclone, wind
Stephen Wirth [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
Jannes [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
Bruce Nairn [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
netcdf-fortran, netcdf-library, unidata
dragonpara [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
netcdf-fortran, netcdf-library, unidata
Milton Woods [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
Jamie Smith [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
netcdf-fortran, netcdf-library, unidata
Jonas Jaegermeyr [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
Tobias Herzfeld [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
Constanze Werner [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
Quincey Koziol [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
Jennifer Oxelson [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, thredds, cdm, geodata, geoscience, grib, hdf4, hdf5, ncml and 5 more
nadia-eecs [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Sean McBride [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, cfd, cfd-general-notation, cgns, fluid-dynamics, hdf5, parallel-io, snl-applications, snl-comp-science-libs and 27 more
Tobias Kölling [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
Greg Sjaardema [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, cfd, cfd-general-notation, cgns, fluid-dynamics, hdf5, parallel-io, snl-applications, snl-comp-science-libs and 5 more
Egbert Eich [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, snl-applications, snl-comp-science-libs, snl-science-libs, apptainer, rootless-containers, singularity, singularity-container, cloud-native and 6 more
bombipappoo [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
Keith F. Prussing [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
Turing Eret [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
Levi Naden [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, actions, anaconda, conda, dependencies, miniconda, setup-miniconda, yml, chemistry and 24 more
posophe [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
Stephen Herbener [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, bufr
Rostislav Kouznetsov [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
Rob Latham [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, mpi-io, parallel-io, pnetcdf, mpi, openmpi, mpi-applications, mpi-library, mpi4py and 7 more
Mathieu Westphal [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, snl-applications, snl-comp-science-libs, snl-science-libs, ultrasound-modelling, 3d-graphics, 3d-viewer, dxf, fbx and 14 more
John Buonagurio [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, geospatial-data
Peter Jansen [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, thredds, cdm, geodata, geoscience, grib, hdf4, hdf5, ncml and 5 more
Philippe Antoine [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, chemical-data, chemical-toolbox, cheminformatics, chemistry, c99, expat, expat-xml-parser, siphash and 4 more
Sibyll Schaphoff [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
stenzel [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
Hervé Ancher [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
James Sharpe [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, airsim, autonomous-quadcoptor, autonomous-vehicles, control-systems, deep-reinforcement-learning, deeplearning, drones, pixhawk and 4 more
Jarle Ladstein [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, geo
Mark Hansen [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
Martin Steghöfer [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, image-analysis, insight-toolkit, itk, medical-imaging, numfocus, open-science
Wojciech Śmigaj [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
Jorge López Fueyo [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, cplusplus, libraries, packages, vcpkg, visual-studio, alignment, flexible, active-record and 9 more
Simon Holgate [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
Romero B. de S. Malaquias [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
XueyuanJin [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
Aaron Kaplan [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf
Ray Donnelly [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, conda, package-management, conda-build, aesara, automatic-differentiation, optimizing-compiler, optimizing-compilers, symbolic-computation and 7 more
William James Pringle [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Jens Heinke [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
Arthur Endsley [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate, climate-datasets, grid, mpi, mpi4py, shapefiles, thredds, earth-observation, lsma, multispectral-images and 6 more
mps9506 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
climate, noaa, noaa-data, hydrology, water, water-quality, bookdown, drainage-area-ratio, watershed, task-views and 12 more
heinke [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
Orion Poplawski [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
netcdf-fortran, netcdf-library, unidata, Computer-aided engineering, physics, spec-0, spec-1, spec-4, mpi, openmpi and 29 more
timtrice [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
hurricane, weather, ncdc-storm-events, hurricane-harvey, hurricanes
Marianne Tronstad Lund [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
anenj [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
ragnhibs [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
herzfeld [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
x.zhou [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Alexander Barth [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, climate-and-forecast-conventions, climatology, earth-observation, meteorology, oceanography, opendap, climate, climate-data and 44 more
Francesco Nazzaro [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
google-calendar, google-spreadsheet, worklog
poulomiG99 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Sara Minoli [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
Scot Breitenfeld [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, cfd, cfd-general-notation, cgns, fluid-dynamics, hdf5, parallel-io, asyncio, adios and 14 more
Neil Carlson [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
netcdf-fortran, netcdf-library, unidata, coarray-fortran, coarrays, mpi, parallel, parallel-programming, spmd, yajl
rolinski [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
A. Tan [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
esip-lab, pangeo
Raphael Willian [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
earth-observation, earth-science, geoinformatics, geoscience, land-cover, trajectory, wlts, land-cover-classification, land-use, land-user and 25 more
Guillaume Eynard-Bontemps [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
adam-platform, cmip6, open-science, rohub, hvplot, pangeo, bootcamp, clivar, training, axes and 11 more
Jens Heinke [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
ivanovao [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
fosem [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
Janis Jatnieks [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
Boi Vuong [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
gdas, gefs, gfs, jedi, s2s, ufs, grib2, weather
Mark Potts [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
gdas, gefs, gfs, jedi, s2s, ufs, grib, bufr, nems
julietbravo [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
radiative-transfer
Argel Ramírez Reyes [email protected]
OST Projects: 1
Categories: Climate Change, Hydrosphere
Sub Categories: Earth and Climate Modeling, Ocean Circulation Models, Ocean Models
Topics:
climate, climate-change, data-assimilation, fluid-dynamics, ocean, climate-and-forecast-conventions, climatology, earth-observation, meteorology, oceanography and 15 more
PaulMelloy [email protected]
OST Projects: 1
Categories: Biosphere, Climate Change
Sub Categories: Climate Data Visualization and Access, Plants and Vegetation
Topics:
openplantpathology, metaanalysis, australia-bureau-of-meteorology, bom, meteorological-data, meteorology, weather, weather-data, weather-forecast, ascochyta-blight and 9 more
Chris Smith [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, climate-change, climate-model, scenarios
Jannes Breier [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
gayathri [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Laurent Savaete [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
access-to-information, alaveteli, freedom-of-information, right-to-know, alaveteli-theme, asgi, rate-limiter, starlette, uvicorn
Yewondwossen Assefa [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
disasterresponse, inasafe, qgis, qgis-plugin, engine, foss4g, gdal, gml, mapserver, ogc and 11 more
unknown [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
cartography, energyplus, gbxml, solar-physics, grasshopper, weather-data
Jon Calder [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
climate, noaa, noaa-data, graph-functions, network-graph, property-graph, example-data, examples, book, network-visualization and 22 more
Sander [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
convolutional-neural-networks, partial-differential-equations, benchmark-functions, benchmark-suite, benchmarking-suite, multi-fidelity, time-tracking, toggl, gtk, qt and 4 more
kavita9597 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Abdelkader Mezghani abdelkaderm@Invalid option: -x Usage: dig [@global-server] [domain] [q-type] [q-class] {q-opt} {global-d-opt} host [@local-server] {local-d-opt} [ host [@local-server] {local-d-opt} [...]] Use "dig -h" (or "dig -h | more") for complete list of options
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics:
Daley Adrichem [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Helene Birkeland Erlandsen [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics:
Lionel GUEZ [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
atmospheric-modelling, fortran2003, interpolation, comparison-tool, dbf-files, netcdf-files, shapefiles, cesm, climate, cmip5 and 10 more
Aaron Donahue [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Nehal J Wani [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, apache, orc, spec-0, spec-1, spec-4, cgal, mathematics, mesh and 56 more
juliettelavoie [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
anuclim, climate-analysis, climate-science, icclim, netcdf4, xclim
Blaise Gauvin St-Denis [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate-science, online-service, spatial-data-analysis, climate, ogc-services, pywps, wps, climate-change, reanalysis
Luca Fabbri [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
stac, bokeh, control-panels, dataapp, datascience, dataviz, holoviews, holoviz, hvplot, panel and 9 more
Matthew Brett [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
netcdf4, cf-conventions, netcdftime, bleeding-edge, computer-algebra, modern, sympy, continuous-wavelet, signal-processing, wavelet-transform and 60 more