Categories - Climate Change
Sub Categories
- Earth and Climate Modeling - 59 projects
- Climate Data Access and Visualization - 48 projects
- Climate Data Standards - 10 projects
- Integrated Assessment and Climate Policy - 20 projects
- Climate Data Processing and Analysis - 68 projects
- Natural Hazard and Storm - 53 projects
- Climate Downscaling - 12 projects
Topics
flood, cmip6, xclim, e3sm, integrated-assessment, esgf, climate-data-analysis, cmip, cesm, hazard-assessment, tropical-cyclone, chirps, integrated-assessment-model, hazard, inundation, s2s, floods, esmf, ncar, imerg, esi, coupled-human-natural-systems, gcam, emodis, human-earth-system, climateserv, icclim, cf-conventions, agricultura, meteorologia, cmip5, climate-indices, zealand, climate-stations, kml, national-climate-database, national-water-center, climate-forecasting, neuralgcm, hurricane, climate-datasets, disaster, duration-steps, duration, design-rainfall, transcription, digitization, data-rescue, archives, national-water-model, hand, soil-plant-atmosphere, australia-bureau-of-meteorology, sif, fluorescence, metop, dwa, gpm-imerg, warming-stripes, sea-levels, carbon-dioxide-data, mtclim, ornl-daac, dwa-a-531, heavy-rain, hut23-1077, intensity-duration-frequency, kostra, return-period, contingency-table, calculation-climate, radiometric, tiros, gdas, gefs, jedi, earthkit, med-team, oceanic-nino, xarray-accessor, noresm, norwegian, ensemble-machine-learning, sckit-learn, tensorflow2, s2d, urban-climate-model, hadcrut5, dem, cmip6-data, xgcm, ahccd, geoinformatics, bom, cangrd, cansips, ugrid, unstructured-grids, cluster, openquake, openquake-engine, psha, climate-indicators, climate-simulations, ndvi, servir, servirglobal, cf, cfdm, cfunits, pp, um, iamc-format, integrated-assessment-scenarios, macro-energy, scenario-data, timeseries-format, efas, glofas, lisflood, lisvap, earth-system-modeling-framework, fms, gfdl, hurricane-calculations, hurricanes, potential-intensity, tropical-cyclone-variability, weather-conditions, iris, spaceweather, clm, ecosystem, forecast-evaluation, hector-model, disaster-risk-management, prepare, cmor3, model-validation, anuclim, demographics, archiving, daily-data, daily-weather, global-data, gsod, historical-weather, ncdc, ncei, weather-information, colombia, magicc-model, ropenspain, forecast-api, aemet, nuopc, model-coupling, smap, esmx, earth-system-modelling, cdat, climate-research, climate-sciences, pcmdi, xcdat, lac, scicomm, variance-scaling, quantile-mapping, quantile-delta-mapping, linear-scaling, detrended-quantile-mapping, delta-method, delta-change-method, cdf, bias-adjustment, inasafe, disasterresponse, logon, tropical-storms, cyclones-behaviour, gridded-climate-data, china, roms, regional, regcm, coupled, satellite-imagery-analysis, landsat-data, geodata, climate-policy, storms, performance-diagram, mrms, hail, landslide, debrisflow, sea-ice-thickness, aoi, warming-levels, ipcc-regions, climate4r, climate-change-atlas, tsunami, surge, storm, adaptive, flood-risk-models, pollen-measurements, phenology-data, ogd, world3, rating-curve, hec-ras, floodplain, tropical, cyclones, adcirc, gdpcir, climate-impacts, hector, predictive-analytics, multimodel-ensemble, projection, conflict, mpi4py, near-real-time, ohio-state-university, oceans, fever, byrd, ogc, indices, parameters, ecco, netcdf-library, netcdf-fortran, ecmwf-services, cds, pca, eof-analysis, dimensionality-reduction, data-catalog, cesm-lens, vulnerability, reinsurance, loss, gac, avhrr, sedimentation, sediment-transport, paleogeography, paleoclimate, lithology, landscape-evolution-model, erosion-process, compaction, basin-modeling, cloud-optimized, matlab-toolbox, flood-monitoring, mpas-analysis, mpas, insurance, hdf, gsl, flood-inundation-maps, solar-radiation, relative-humidity, frost, elevation, diurnal-temperature, cru-cl2, cru, large-language-models, climate-services, climate-assessments, ai-for-climate, model-diagnostics, gcam-china, catastrophe-modelling, catastrophe-model, apache-beam, strategic-planning, h5py, cyclone, kokkos, cxx, unidata-netcdf, sr15, pathway-analysis, netcdf-files, multiple-threads, regrid, netcdf-operators, nco,
Projects
Contributors
Jesus Fernandez [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
climate, distributed-computing, drm, wrf, cordex
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
ackerlen [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 7 more
Joshua McKenty [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
Robin Gee [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
unknown [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
rodolfopuglia [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
Roland [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
[email protected] [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
Meg Fowler [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Clark Fitzgerald [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
numerical-methods, closember, asynchronous, distributed-computing, future, hpc-clusters, parallel, parallel-computing, parallel-processing, parallelization and 6 more
crusaderky [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
disk, freebsd, memory, netbsd, openbsd, osx, ps, psutil, sensors, system-monitoring and 16 more
Guido Imperiale [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
johnomotani [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
data-storage, hdf5, hdf5-binaries, hdf5-files, hdf5-library, jld, mat, pydata, conda, conda-build and 1 more
Tom White [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
hdf5, human-cell-atlas, ndarray, zarr, bioinformatics, dna, gatk, genome, genomics, ngs and 29 more
Ben Schroeter [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Fiona Spuler [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
garciam [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Damien Allen [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
pep8, ruff, rustpython, static-analysis, static-code-analysis, style-guide
Manas Sahni [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate-science, weather
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:
Dylan Reynolds [email protected]
OST Projects: 1
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Downscaling, Education
Topics:
climate, downscaling, icar, precipitation, regional-climate-model
Stefan Weissenberger [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate-science, weather
John Readey [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
asyncio, hdf5, multi-dimensional, scientific-data, cloud-computing, file-format, h5py
Alex Goberna [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
Jonas Ganderton [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
David Russell [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Paul Hansel [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, climate-model, ncar
Asli Bese [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
archiving, climate
Mara Mita [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
HofmannGeo [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
anuclim, climate-analysis, climate-science, icclim, netcdf4, xclim
Armin Hofmann [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
anuclim, climate-analysis, climate-science, icclim, netcdf4, xclim
David Wells [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
petsc, unidata, unidata-netcdf
Sergey Fedorov [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction, nuopc, nwp and 1 more
Catarina Costa [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
Aman Tejaswi [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Kian Huang [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Lennart Ramme [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Leonidas Linardakis [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Manoel Römmer [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Praveen Kumar Pothapakula [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Philipp De-Vrese [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Panagiotis Adamidis [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Nora Schenk [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Nikolas Porz [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Nander Wever [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Michael Haller [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Matthieu Leclair [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Marco Wurth [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Prill Florian [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Raphael Schlarb [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Reinhard Budich [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Roland Potthast [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Sascha Bellaire [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Sergey Danilov [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Shweta Singh [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Stephan Lorenz [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Sven Willner [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Thomas Reddmann [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Tuomas Lunttila [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Ulrich Schaettler [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Ulrike Niemeier [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Xingran Wang [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Yen-Chen Chen [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
[email protected] [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
jonas.straub jonas.straub@localhost
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
stelliom [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
Matthew Krupcale [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
cmip6, cmor3, esgf, prepare
Nancy Collins [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction, nuopc, nwp and 1 more
James Seth Goodnight [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, climate-analysis, climate-data, climate-model, climate-model-evaluation, climate-models, climate-science, climate-variability
lee1043 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, climate-analysis, climate-data, climate-model, climate-model-evaluation, climate-models, climate-science, climate-variability
Silverio Vasquez [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction, nuopc, nwp and 1 more
Walter Spector [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction, nuopc, nwp and 1 more
Earl Schwab [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction, nuopc, nwp and 1 more
Fei Liu [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
mom6, ocean, earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction and 3 more
Joseph Jacob [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction, nuopc, nwp and 1 more
Rocky Dunlap [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
babeltrace, esmf, profiling, trace, earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmx, model-coupling and 4 more
Ben Koziol [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction, nuopc, nwp and 1 more
Dennis Flanigan [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction, nuopc, nwp and 1 more
Samson Cheung [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction, nuopc, nwp and 1 more
AHReedy [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
pkjr002 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
MAKassien [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
Leonid Zaslavski [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction, nuopc, nwp and 1 more
ceftanveer [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
canada, disaster, flood, flood-risk-models, qgis
Tanveer singh Bhatia [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
canada, disaster, flood, flood-risk-models, qgis
Himanshu Pillai [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction, nuopc, nwp and 1 more
Shep Smithline [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction, nuopc, nwp and 1 more
Robbie Staufer [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction, nuopc, nwp and 1 more
Ana Ordonez [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Parker Schuh [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
c4, jax, large-language-models, model-flops, parallelism, research, deep-reinforcement-learning, reinforcement-learning, transformer, convolutional-neural-network and 11 more
Éric Lemoine [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
closure-compiler, typechecking, closure, closure-library, goog, 3D, three.js, geomapfish, geotools, jasperreports and 10 more
Jacob Burnim [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
bayesian-methods, probabilistic-programming, research, reinforcement-learning, tpu, convolutional-neural-network, convolutional-neural-networks, deep-neural-networks, deeplearning, distributed and 7 more