Categories - Climate Change
Sub Categories
- Integrated Assessment and Climate Policy - 21 projects
- Earth and Climate Modeling - 59 projects
- Climate Data Access and Visualization - 48 projects
- Climate Data Standards - 13 projects
- Climate Data Processing and Analysis - 69 projects
- Natural Hazard and Storm - 53 projects
- Climate Downscaling - 13 projects
Topics
flood, cmip6, e3sm, xclim, integrated-assessment, esgf, integrated-assessment-model, tropical-cyclone, cmip, climate-data-analysis, cesm, chirps, hazard-assessment, inundation, hazard, national-water-center, climate-forecasting, hurricane, coupled-human-natural-systems, neuralgcm, climate-datasets, esmf, icclim, s2s, gcam, climate-indices, floods, human-earth-system, zealand, national-climate-database, climateserv, emodis, esi, imerg, kml, climate-stations, cf-conventions, ncar, disaster, cmip5, meteorologia, agricultura, weather-information, oceanic-nino, noresm, ncei, ncdc, norwegian, earthkit, s2d, xarray-accessor, netcdf-fortran, netcdf-library, climate-impacts, gdpcir, contingency-table, forecast-evaluation, model-validation, cdat, climate-research, hand, historical-weather, archives, spaceweather, iris, timeseries-format, scenario-data, macro-energy, integrated-assessment-scenarios, iamc-format, xgcm, cmip6-data, hadcrut5, return-period, kostra, intensity-duration-frequency, heavy-rain, dwa-a-531, dwa, duration-steps, geoinformatics, gsod, global-data, daily-weather, daily-data, ecmwf-services, cds, med-team, soil-plant-atmosphere, sif, fluorescence, landslide, debrisflow, sea-ice-thickness, scicomm, ndimensional-arrays, compressed, transcription, digitization, data-rescue, psha, openquake-engine, openquake, cluster, tiros, radiometric, metop, lac, gac, avhrr, inasafe, disasterresponse, parameters, ecco, warming-stripes, sea-levels, bom, australia-bureau-of-meteorology, mtclim, gpm-imerg, ornl-daac, hut23-1077, netcdf-files, multiple-threads, strategic-planning, demographics, colombia, matlab-toolbox, ropenspain, forecast-api, aemet, hector-model, national-water-model, clm, gcam-china, china, gfdl, fms, h5py, um, pp, cfunits, cfdm, cf, data-catalog, cesm-lens, anuclim, xcdat, pcmdi, climate-sciences, carbon-dioxide-data, pca, eof-analysis, dimensionality-reduction, unstructured-grids, ugrid, jedi, gefs, gdas, world3, vulnerability, reinsurance, loss, insurance, catastrophe-modelling, catastrophe-model, ecosystem, variance-scaling, quantile-mapping, quantile-delta-mapping, linear-scaling, detrended-quantile-mapping, delta-method, delta-change-method, cdf, bias-adjustment, logon, gridded-climate-data, aoi, smap, weather-conditions, tropical-cyclone-variability, near-real-time, large-language-models, coupled, rstats-package, cansips, cangrd, ahccd, nuopc, model-coupling, esmx, earth-system-modelling, earth-system-modeling-framework, climate-simulations, climate-indicators, calculation-climate, tensorflow2, sckit-learn, ensemble-machine-learning, flood-risk-models, lisvap, lisflood, glofas, efas, pollen-measurements, phenology-data, ogd, cloud-optimized, servirglobal, servir, ndvi, storms, performance-diagram, mrms, hail, potential-intensity, hurricanes, hurricane-calculations, tropical-storms, cyclones-behaviour, predictive-analytics, multimodel-ensemble, rating-curve, hec-ras, floodplain, mpi4py, projection, conflict, warming-levels, ipcc-regions, climate4r, climate-change-atlas, climate-services, climate-assessments, ai-for-climate, unidata-netcdf, archiving, urban-climate-model, kokkos, cxx, disaster-risk-management, magicc-model, tsunami, surge, storm, adaptive, flood-monitoring, flood-inundation-maps, duration, design-rainfall, regrid, netcdf-operators, nco, hdf, gsl, sedimentation, sediment-transport, paleogeography, paleoclimate, lithology, landscape-evolution-model, erosion-process, compaction, basin-modeling, climate-policy, solar-radiation, relative-humidity, frost, elevation, diurnal-temperature, cru-cl2, cru, prepare, cmor3, ogc, indices, model-diagnostics, cyclone, roms, regional, regcm, dem, mpas-analysis, mpas, hector, satellite-imagery-analysis, landsat-data, geodata, sr15, pathway-analysis, apache-beam, tropical, cyclones, adcirc, ohio-state-university, oceans, fever, byrd,
Projects
Contributors
silviacanessa [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic
FrancescoIngv [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic
Chris Lowrie [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
AntoniaJost [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
ai-for-climate, climate-assessments, climate-data, climate-services, large-language-models
Beth Ebert [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, forecast-evaluation, forecast-verification, model-validation, oceanography, verification, weather, contingency-table
Samuel Bishop [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
cloud-management, cloud-providers, cloud-provisioning, configuration-management, edge, event-management, event-stream, infrasructure, infrastructure-as-a-code, infrastructure-as-code and 23 more
durgals [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, forecast-evaluation, forecast-verification, model-validation, oceanography, verification, weather, contingency-table
GusAlaka-NOAA [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
hurricane, numerical-weather-prediction, tropical-cyclone
John Steffen [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
hurricane, numerical-weather-prediction, tropical-cyclone
Weiguo Wang [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
hurricane, numerical-weather-prediction, tropical-cyclone
Will Krantz [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
yannplanton [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Ramya [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
[email protected] [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
satellites
[email protected] [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Dakota Benjamin [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
David Rothstein [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
es6-javascript, wordpress
Geoffrey Kateregga [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
disaster
[email protected] [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Wille Marcel [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
qa, aws-cdk, aws-lambda, cog, cogeotiff, dynamic, gdal, map-tile-server, map-tiles, mosaicjson and 12 more
Aruna Sankaranarayanan [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
[email protected] [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Richa [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
David Strauss [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
gcp, amqp, queue-tasks, queue-workers, queued-jobs, redis-queue, sqs, sqs-queue, task-manager, task-runner and 23 more
[email protected] [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
scor [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Jon Peck [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
hapi
philipc2 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
geoscience, unstructured-grids, ugrid
anissa111 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
geocat, geocat-comp, ncl, geocat-viz, geocat-examples, geoscience, unstructured-grids, binder, cesm, diagnostics and 1 more
Elliott Foster [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
deployment, properties, registry, settings
Mark Sonnabaum [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Nick Stielau [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
nosql
joe miller [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
color-scheme, developer-tools, fish, powerline, cloudnative, loki, alerting, business-intelligence, carbon, graphite and 3 more
danbjoseph [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
aerial-imagery, mapping-tools, odm, reconstruction
Stephen Abbott Pugh [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
catalog, ckan, ckan-next
Seth Fitzsimmons [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
dronemapper, drones, micmac, odm, opendronemap, photogrammetry, sfm, beautiful-maps, cartography, mapnik and 58 more
Donovan Glover [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
fish
Ethan Nelson [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
atmospheric-science, rimed-snowflakes, snowflake, volumetric-objects, bokeh, interactive-plots, notebooks, numfocus, plots, visualisation
Harry Wood [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
csv, open-datasets, open-knowledge-international, cpp14, isochrones, map-matching, osrm, routing, routing-engine, traveling-salesman and 23 more
DesmetQuentin [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate-model, regional-climate-model
Dr Travis O'Brien [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate-model, regional-climate-model
Ben Sanderson [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
arcticsnow [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics:
climate, climate-science, dem, downscaling, era5, geoscience, avalanche, caaml, international-classification, pit and 5 more
Graziano Giuliani [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate-model, regional-climate-model
jd-otero [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
colombia, decision-support, demographics, epiverse, outbreak-analysis, spatio-temporal-analysis, vector-borne-diseases, climate, data-package
RichardScottOZ [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
3d-models, dxf, geoscience, conversion, geoh5, geophysics, geosoft, grid, data-quality, geochemistry and 53 more
Maciej Ziarkowski [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
design-systems, ember, storybook, ui-components, csv, data-cleaning, data-cleansing, data-forge, data-management, data-manipulation and 7 more
jihyeon Jeong [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Matthew Mizielinski [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Casey Li [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Jesus Fernandez [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
climate, distributed-computing, drm, wrf, cordex
Flame1190 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Jannis [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate, conflict, projection, coupling, hydrodynamics, hydrology, large-scale, bmi, lisflood
Harshula Jayasuriya [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, climate-model, fms, gfdl
BaptisteDlp [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
cyclones-behaviour, tropical-storms
Markus Pichler [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
design-rainfall, duration, duration-steps, dwa, dwa-a-531, dwd, heavy-rain, idf, intensity-duration-frequency, kostra and 13 more
Birgit Sutzl [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
cfd, computational-fluid-dynamics, large-eddy-simulation, urban-climate
Tennessee Leeuwenburg [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, forecast-evaluation, forecast-verification, model-validation, oceanography, verification, weather, contingency-table
Harrison Cook [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, forecast-evaluation, forecast-verification, model-validation, oceanography, verification, weather, contingency-table
Arshia Sharma [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, contingency-table, forecast-evaluation, forecast-verification, model-validation, oceanography, verification, weather
John Sharples [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, forecast-evaluation, forecast-verification, model-validation, oceanography, verification, weather, contingency-table
Nikeeth Ramanathan [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, forecast-evaluation, forecast-verification, model-validation, oceanography, verification, weather, contingency-table
Maree Carroll [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
meetup, meteorology, notebook-jupyter, talks, climate, forecast-evaluation, forecast-verification, model-validation, oceanography, verification and 2 more
JingCheng-NOAA [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
hurricane, numerical-weather-prediction, tropical-cyclone
Masahiro Sakai [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
automatic-differentiation, numerical-optimization, coverage-data, coverage-report, haskell, numerical-methods, closember, mathematical-optimization, mathematical-programming, mixed-integer-programming and 23 more
Michele Simionato [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic and 1 more
Lars Butler [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic and 18 more
Daniele Viganò [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic and 11 more
g-weatherill [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic
Anirudh Rao [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
cluster, earthquakes, hazard, hazard-assessment, openquake, openquake-engine, psha, risk-analysis, risk-assessment, seismic
Tristan Abbott [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
brasmus [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics:
Sara Minoli [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
adaptation, agmip, agriculture, climate-change, crop-model, ggcmi, harvest-date, lpjml, sowing-date
Malte J. Ziebarth [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
earth-science, geophysics, geoscience, seismology, gaussian-processes, geostatistics, interpolation, kriging, spatial-analysis, spatial-statistics and 7 more
YuviPanda [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
pangeo, binder, earth-science, research-and-development, energy-data, example, jupyterlab, kaggle, natural-gas, parquet and 63 more
Robert Banick [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
Louis Maddox [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
jax, bayesian-methods, probabilistic-programming, docs, documentation-tool, restructuredtext, sphinx
Ben Dichter [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
neuroscience, open-science, h5py, hdf5-reading, zarr, conversion, nwb, documentation-generator, neurodata-without-borders, bioinformatics and 5 more
Ian Thomas [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
bokeh, holoviz, neuroscience, data-access, data-catalog, closember, ipython, ipython-kernel, kernel, numerical-methods and 31 more
Florian Ziemen [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
Davide Madrisan [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
global-warming, hadcrut5, netcdf4, plot, cloud-management, cloud-providers, cloud-provisioning, configuration-management, edge, event-management and 14 more
Andrea BETTERLE [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Mike Kittridge [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
Katharina Bülow [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate-analysis, climate-science, xclim
Teagan King [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
cesm, climate, clm, ecosystem, hydrology, land, land-surface-model, ncar, community, datamodeling and 6 more
Bowen Fang [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
cesm, climate, clm, ecosystem, hydrology, land, land-surface-model, ncar
Yang Liu [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
china, climate, coupled-human-natural-systems, economics, gcam, gcam-china, human-earth-system, integrated-assessment-model, land
John Truesdale [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
cesm, climate, clm, ecosystem, hydrology, land, land-surface-model, ncar
Nan Rosenbloom [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
cesm, climate, clm, ecosystem, hydrology, land, land-surface-model, ncar
Damrongsak Wirasaet [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Stefan Weissenberger [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate-science, weather
WangRuiWr [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:
china, climate, coupled-human-natural-systems, economics, gcam, gcam-china, human-earth-system, integrated-assessment-model, land
TedBuskop [email protected]
OST Projects: 1
Categories: Climate Change, Sustainable Development
Sub Categories: Education, Natural Hazard and Storm
Topics:
arfriedman [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate-science, dimensionality-reduction, eof-analysis, pattern-recognition, pca
Jonas Ganderton [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Sungduk Yu [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Orestis Herodotou [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
zarr
James Varndell [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earthkit
redcliff [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
zarr
Tobias Hölzer [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
cmd, fish, fish-shell, nerd-fonts, nushell, powerline, powershell, prompt, prompt-toolkit, shell-prompt and 4 more