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, e3sm, integrated-assessment, xclim, esgf, tropical-cyclone, chirps, hazard-assessment, cmip, inundation, hazard, cesm, integrated-assessment-model, climate-data-analysis, icclim, floods, climate-indices, kml, climate-datasets, hurricane, climate-forecasting, cf-conventions, climate-stations, zealand, national-climate-database, meteorologia, climateserv, emodis, esi, imerg, agricultura, national-water-center, ncar, esmf, s2s, coupled-human-natural-systems, cmip5, gcam, human-earth-system, neuralgcm, disaster, magicc-model, model-validation, forecast-evaluation, contingency-table, oceanic-nino, disaster-risk-management, climate-policy, climate-impacts, gdpcir, cxx, kokkos, archives, data-rescue, digitization, transcription, netcdf-fortran, netcdf-library, anuclim, urban-climate-model, hadcrut5, aemet, adaptive, flood-monitoring, dem, weather-information, ncei, ncdc, historical-weather, gsod, global-data, daily-weather, daily-data, xarray-accessor, ecmwf-services, cds, satellite-imagery-analysis, landsat-data, geodata, mpas-analysis, archiving, unstructured-grids, ugrid, large-language-models, climate-services, climate-assessments, ai-for-climate, soil-plant-atmosphere, sif, fluorescence, xcdat, pcmdi, climate-sciences, climate-research, cdat, tsunami, surge, storm, national-water-model, hand, tiros, radiometric, metop, lac, gac, avhrr, parameters, ecco, inasafe, disasterresponse, warming-stripes, sea-levels, carbon-dioxide-data, h5py, gpm-imerg, mtclim, ornl-daac, hector-model, hut23-1077, netcdf-files, multiple-threads, demographics, colombia, strategic-planning, matlab-toolbox, psha, openquake-engine, openquake, cluster, ropenspain, forecast-api, integrated-assessment-scenarios, iamc-format, ecosystem, clm, vulnerability, reinsurance, loss, insurance, catastrophe-modelling, catastrophe-model, gcam-china, china, um, pp, cfunits, cfdm, cf, pca, eof-analysis, dimensionality-reduction, jedi, gefs, gdas, xgcm, cmip6-data, spaceweather, iris, unidata-netcdf, world3, gfdl, fms, timeseries-format, scenario-data, macro-energy, bias-adjustment, data-catalog, cesm-lens, tensorflow2, sckit-learn, ensemble-machine-learning, geoinformatics, logon, s2d, weather-conditions, tropical-cyclone-variability, potential-intensity, hurricanes, hurricane-calculations, gridded-climate-data, aoi, pollen-measurements, cru, cansips, cangrd, ahccd, climate-simulations, climate-indicators, calculation-climate, norwegian, noresm, variance-scaling, quantile-mapping, quantile-delta-mapping, linear-scaling, detrended-quantile-mapping, delta-method, delta-change-method, cdf, phenology-data, ogd, lisvap, lisflood, glofas, efas, cloud-optimized, servirglobal, servir, ndvi, storms, performance-diagram, mrms, hail, bom, australia-bureau-of-meteorology, tropical-storms, cyclones-behaviour, rating-curve, hec-ras, floodplain, smap, predictive-analytics, multimodel-ensemble, mpi4py, projection, conflict, near-real-time, warming-levels, ipcc-regions, climate4r, climate-change-atlas, flood-risk-models, prepare, cmor3, tropical, cyclones, adcirc, return-period, kostra, intensity-duration-frequency, heavy-rain, dwa-a-531, dwa, duration-steps, duration, design-rainfall, ogc, basin-modeling, mpas, sr15, pathway-analysis, earthkit, hector, ohio-state-university, oceans, fever, byrd, flood-inundation-maps, apache-beam, solar-radiation, relative-humidity, frost, elevation, diurnal-temperature, cru-cl2, cyclone, regrid, netcdf-operators, nco, hdf, gsl, roms, regional, regcm, coupled, rstats-package, nuopc, model-coupling, esmx, earth-system-modelling, earth-system-modeling-framework, indices, sea-ice-thickness, scicomm, model-diagnostics, med-team, ndimensional-arrays, compressed, landslide, debrisflow, sedimentation, sediment-transport, paleogeography, paleoclimate, lithology, landscape-evolution-model, erosion-process, compaction,
Projects
Contributors
JCrane512 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
catastrophe-model, catastrophe-modelling, hazard, insurance, loss, reinsurance, vulnerability
Ed Campbell [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, cartopy, geometry and 6 more
Corinne Bosley [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, cartopy, geometry and 5 more
Daniel Kirkham [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, cartopy, geometry and 4 more
Karina Williams [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
bblay [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, cartopy, geometry and 5 more
Armin Leuprecht [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
James Penn [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, climate, esmf and 1 more
hdyson [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Kevin Donkers [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, cartopy, geometry and 1 more
Andrew Munslow [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, cartopy, geometry and 1 more
Danny Rice [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Phil Bentley [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Susan Leadbetter [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Joseph [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, cartopy, geometry and 2 more
daniel.attonbeckmann [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, deprecated
bsherratt [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Paul Earnshaw [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
David Murray [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Alicia Butteriss [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Alexander Kuhn-Regnier [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, wildfire, spatial-data-analysis
Felicity Guest [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
MartinDix [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, namelist
Carroll, Luke [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Morwenna Griffiths [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Carlos [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, case-study, precipitation-data and 3 more
wilbertcs [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Thomas Green [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
kwhitney727 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, disaggregation, hydrology, meteorology, mtclim
Elizabeth Clark [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, disaggregation, hydrology, meteorology, mtclim
Kostas Andreadis [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, disaggregation, hydrology, meteorology, mtclim
pochedls [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
cdat, cf-conventions, climate-analysis, climate-data, climate-data-analysis, climate-research, climate-science, climate-sciences, cmip, cmip6 and 3 more
VeruGHub [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
climate-data, europe
Paloma [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
climate-data, europe, ecoinformatics
carlos osuna [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
binding, binding-generator, bindings, accelerator, claw-language, code-transformation, directives, fortran-compiler, omni-compiler, openacc and 6 more
Chris Smith [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, climate-change, climate-model, scenarios
Tim DuBois [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
geometry, mathematics, rust-library, sphere-packing, blog, static-website, zola, mechanical-keyboard, planck, qmk-firmware and 61 more
William Pringle [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
cmocean, color-ramp, colormap, colormaps, colourmap, adcirc, ensemble, noaa, perturbation
Antonello Di Nunzio [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
grasshopper, weather-data
Aparna Radhakrishnan [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
ncl, shell-script
benhayes21 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
exposure, risk-modelling
zacharyburnett [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
observations, ocean-modelling, ocean-sciences, configuration-management, nems, noaa, nuopc, carapace, completion, elvish and 19 more
fxi [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
geoserver, mapbox-gl-js, shiny-apps, spatial-data, storymaps, wms
Andreas Dobler [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics:
cordex
Burlen Loring [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
laser, particle-in-cell, physics, pic, plasma, research
Conor Anderson [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
desktop-applications, hybrid, jade-application-kit, jak, manjaro, pyside2, qtwebengine, web-application, web-wrappers
Emmanuel Johnson [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
bayesian-inference, gaussian-processes, jax, probabilistic-programming
Satyarth Praveen [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Kike [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Nicholas Roth [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Tomoko Nitta [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Sam Budd [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
nadia-eecs [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
crpurcell [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
bigasmountain [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
MenakaRevel [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Misako Hatono [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
rhana [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Colin Doyle [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
emanuel-schmid [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Evelyn-M [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
ingajsa [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
David N. Bresch [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Amit Wadhwa [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Ridwan Mulyadi [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Tasos Boulis [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Chris Fairless [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
scem [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Brett Naul [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
h5py, hdf5, pydata, notebook, notebook-generator, notebooks, nteract, publishing, geoparquet, alignment and 3 more
crangelsmith [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
hut23, hut23-1214, hut23-222, hut23-1077, hut23-677
Maciej Waruszewski [email protected]
OST Projects: 1
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Chemistry and Aerosol, Earth and Climate Modeling
Topics:
climate, climate-change, cuda-toolkit, julia-library
Pieter Eendebak [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
map-reduce, anaconda, anaconda-distribution, ide, language-server-protocol, qt, spyder, winpython, closember, ipython and 43 more
Janick Martinez Esturo [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
compressed, ndimensional-arrays, zarr
Taras Sereda [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
compressed, ndimensional-arrays, zarr
orenwatson [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
compressed, ndimensional-arrays, zarr
sbalmer [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
compressed, ndimensional-arrays, zarr
Richard Shaw [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
compressed, ndimensional-arrays, zarr
Elin Waring [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
hurricane, weather, ropensci, summary-statistics, unconf, unconf17
Sophia Barrett [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
hurricane, weather
Simon Aytes [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
hurricane, weather
Githika Tondapu [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
chirps, climate, climateserv, emodis, esi, imerg, ndvi, servir, servirglobal
paul [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
chirps, climate, climateserv, emodis, esi, imerg, ndvi, servir, servirglobal
Dr. Cornelia Schlundt [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
avhrr, calibration, climate, gac, lac, metop, noaa, radiometric, tiros
Oliver Sus [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
avhrr, calibration, climate, gac, lac, metop, noaa, radiometric, tiros
Diana Stein [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
avhrr, calibration, climate, gac, lac, metop, noaa, radiometric, tiros
Charles Noyes [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
compressed, ndimensional-arrays, zarr
Martin Morlot [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
cds, climate-data, copernicus, ecmwf-api, ecmwf-services
hailiangzhang [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
compressed, ndimensional-arrays, zarr
kauf418 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-observation, earth-system-model, model-diagnostics, decision-support, optimization-framework, parallel-processing, water-quality
Rajeev Jain [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
geoscience, unstructured-grids, ugrid
Robert T. McGibbon [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
unidata, unidata-netcdf, chemistry, molecular-dynamics-simulation, parallel, closember, ipython, notebook, repl, spec-0 and 43 more
Shikhar Goenka [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
compressed, ndimensional-arrays, zarr
David Lowell [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
apache-beam, weather
Stephen J. Bespalko [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
netcdf-fortran, netcdf-library, unidata
Sanket Verma [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
bioimaging, conventions, ndimensional-arrays, zarr, blog, data-format, giscus, illustrations, arrays, compressed
Niklas Wagner [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
ching [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Michael Bleuez [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Daniel Caviedes-Voullième [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Stefan Poll [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
battery, charging, conservation-mode, fan-control, gaming, laptop, lenovo, lenovo-ideapad, lenovo-legion, lenovo-vantage and 16 more