Categories - Climate Change

Sub Categories

Topics

flood, cmip6, integrated-assessment, xclim, e3sm, esgf, hazard, tropical-cyclone, hazard-assessment, cmip, chirps, integrated-assessment-model, inundation, cesm, climate-data-analysis, cmip5, hurricane, meteorologia, agricultura, climate-forecasting, s2s, cf-conventions, climate-datasets, climate-indices, climateserv, esmf, national-water-center, icclim, kml, floods, ncar, disaster, national-climate-database, human-earth-system, climate-stations, gcam, coupled-human-natural-systems, neuralgcm, imerg, zealand, esi, emodis, climate-research, cdat, climate-sciences, pcmdi, xcdat, contingency-table, forecast-evaluation, model-validation, dem, cloud-optimized, earth-system-modeling-framework, earth-system-modelling, esmx, model-coupling, nuopc, anuclim, weather-conditions, paleogeography, paleoclimate, lithology, landscape-evolution-model, erosion-process, compaction, basin-modeling, transcription, digitization, data-rescue, archives, climate-simulations, climate-indicators, calculation-climate, mpas-analysis, mpas, weather-information, tropical-cyclone-variability, potential-intensity, hurricanes, hurricane-calculations, smap, xarray-accessor, oceanic-nino, s2d, national-water-model, hand, med-team, soil-plant-atmosphere, sif, fluorescence, matlab-toolbox, sedimentation, sediment-transport, aemet, psha, openquake-engine, openquake, cluster, ecosystem, clm, jedi, gefs, gdas, unstructured-grids, ugrid, spaceweather, iris, gfdl, fms, lisvap, lisflood, gpm-imerg, bom, australia-bureau-of-meteorology, mtclim, ornl-daac, warming-stripes, sea-levels, carbon-dioxide-data, hector-model, disaster-risk-management, prepare, cmor3, hut23-1077, demographics, colombia, magicc-model, ropenspain, forecast-api, avhrr, xgcm, cmip6-data, servirglobal, servir, ndvi, return-period, kostra, intensity-duration-frequency, heavy-rain, dwa-a-531, dwa, duration-steps, duration, design-rainfall, cansips, cangrd, ahccd, glofas, efas, timeseries-format, scenario-data, macro-energy, integrated-assessment-scenarios, iamc-format, um, pp, cfunits, cfdm, cf, hadcrut5, tiros, radiometric, metop, lac, gac, ncei, variance-scaling, quantile-mapping, quantile-delta-mapping, linear-scaling, detrended-quantile-mapping, delta-method, delta-change-method, cdf, bias-adjustment, logon, inasafe, disasterresponse, tropical-storms, cyclones-behaviour, gridded-climate-data, aoi, roms, regional, regcm, coupled, satellite-imagery-analysis, landsat-data, geodata, climate-policy, landslide, debrisflow, storms, performance-diagram, mrms, hail, sea-ice-thickness, scicomm, tropical, tsunami, surge, storm, adaptive, near-real-time, flood-risk-models, pollen-measurements, phenology-data, ogd, projection, conflict, world3, rating-curve, hec-ras, floodplain, geoinformatics, cyclones, adcirc, gdpcir, climate-impacts, hector, predictive-analytics, multimodel-ensemble, mpi4py, ohio-state-university, oceans, fever, byrd, warming-levels, ipcc-regions, climate4r, climate-change-atlas, netcdf-fortran, norwegian, noresm, data-catalog, cesm-lens, pca, eof-analysis, dimensionality-reduction, vulnerability, reinsurance, loss, insurance, catastrophe-modelling, catastrophe-model, strategic-planning, h5py, ncdc, historical-weather, gsod, global-data, daily-weather, daily-data, urban-climate-model, flood-monitoring, earthkit, ogc, indices, parameters, ecco, ecmwf-services, cds, netcdf-library, apache-beam, elevation, diurnal-temperature, cru-cl2, cru, regrid, netcdf-operators, nco, hdf, gsl, large-language-models, climate-services, climate-assessments, ai-for-climate, model-diagnostics, gcam-china, china, cyclone, unidata-netcdf, tensorflow2, sckit-learn, ensemble-machine-learning, archiving, kokkos, cxx, sr15, pathway-analysis, netcdf-files, multiple-threads, flood-inundation-maps, solar-radiation, relative-humidity, frost,

Projects

Contributors

lenaschmidt [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:

Jonathan Krönke [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:

MaxBechthold [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:

harmening [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:

Jonathan Donges [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: agent-based-framework, agent-based-modeling, earth-science, earth-system-model, networks, sustainability

wbarfuss [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: agent-based-framework, agent-based-modeling, earth-science, earth-system-model, networks, sustainability

Filipi Nascimento Silva [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:

Jobst Heitzig [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: agent-based-framework, agent-based-modeling, earth-science, earth-system-model, networks, sustainability

jakassel [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:

Efthymios Tzinis [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:

Katharina [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: esgf, logon, opendap

Daniel Ricciuto [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:

Will Schlitzer [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: earth-science, generic-mapping-tools, geophysics, geoscience, seismology, chemistry, cugb, geochemistry, geology, sedim and 6 more

mchahim [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics:

Rod Lammers [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: climate, noaa, noaa-data

Casey Patrizio [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: climate, noaa, noaa-data

Andrew McDavid [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: climate, noaa, noaa-data

Denis Roussel [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: climate, noaa, noaa-data

Holly Kessler [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: climate, noaa, noaa-data

Hannes Vogt [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate, embedded-ds, water, mlir, stencil, weather, binding, binding-generator, bindings, accelerator and 16 more

Raquel Alegre [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: anuclim, climate-analysis, climate-science, icclim, netcdf4, xclim, bias-detection, climate-change, carto, geolocation and 3 more

Trevor [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate, climate-analysis, pangeo, prediction, s2d, s2s

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

Quincey Koziol [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: unidata, unidata-netcdf

csyhuang [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate, climate-analysis, climate-data, climate-data-analysis, climate-science, science-research

Christopher Polster [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate, climate-analysis, climate-data, climate-data-analysis, climate-science, science-research

veredsil [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate, climate-analysis, climate-data, climate-data-analysis, climate-science, science-research

Ben Orchard [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate-model, finite-volume, gridded-data, haskell, static-analysis, automated-refactoring, generics, lenses, optics, traversals and 3 more

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

Yuxin [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate-model, finite-volume, gridded-data

Takaya Uchida [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate-model, finite-volume, gridded-data, ocean-modelling, oceanography

Nick Swanson-Hysell [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate-model, finite-volume, gridded-data, carbon-cycle, paleoclimate, silicate-weathering, jupyterlab-extension

Anirban Sinha [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate-model, finite-volume, gridded-data

Rhodri Davies [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: arctic-sea-ice, climate-change, climate-variability, scicomm, sea-ice-thickness, activerecord, rgeo

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

mfwehner [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

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

Fabiana Zioti [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, flask-alembic, flask-sqlalchemy

repl.it user [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, collaborative-editing, collaborative-learning, computational-thinking, teamwork

Stephanie Chong [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

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

Tim Sutton [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, cplusplus, globe, qt, generic, widget, widget-libraries

Emile Tenezakis [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics: climate-data, climate-impacts, cmip6, downscale, downscaling, climate, gdpcir

Ole Nielsen [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, map-reduce, mpi, geodesy, geoscience, insar, finite-volume and 3 more

Etienne Trimaille [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, generic, qt, widget, widget-libraries, qgis-server, qgis-server-plugin and 16 more

Akbar Gumbira [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, generic, qt, widget, widget-libraries

Marco Bernasocchi [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, cad, surveying

Hyeuk Ryu [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

Rizky Maulana Nugraha [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, coronavirus, covid, covid-19, hospital, ncov, neherlab and 9 more

Muhammad Yarjuna Rohmat [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, agriculture, geospatial-analysis, geospatial-data, geospatial-visualization

Christian Christelis [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

bombipappoo [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: unidata, unidata-netcdf

Dmitry [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

dianne [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

Werner Macho [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, cplusplus, globe, qt, swmm, wastewater

gigih aji ibrahim [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

Ivan Busthomi [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

Keith F. Prussing [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: unidata, unidata-netcdf

Martin Dobias [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, cplusplus, globe, qt, help, mobile-app, qml and 4 more

Oscar Kurniawan [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

Kristy Van Putten [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

Libby Metz [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

Rudi Thiede [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, cplusplus, globe, qt

manombawa [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

Charlotte [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

Maria Solovyeva [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

Tom Chadwin [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

Ted Dunstone [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

Gavin Fleming [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

Mario Basa [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, geoserver, sld, thematic-maps, vaadin

danylaksono [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

za [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, hacktoberfest2023, apps, templates, views

Laurent Courty [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, arrays, earth-observation, geospatial-analysis, grass-gis, open-science, parallel-computing and 5 more

Maxim Dubinin [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, carthage, cython, gdal, mapbox-satellite-oss

Nicolas Raoul [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

Waldo Jaquith [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin, census, fips, geodata, gnis, garden, plants and 7 more

faizalprbw [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: disasterresponse, inasafe, qgis, qgis-plugin

mpizarrotig [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: aemet, climate, forecast-api, ropenspain, spain, weather-api

Julia Kent [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics: climate, downscaling, xdev, data-access, data-catalog

tcchiao [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics: climate, downscaling, keras, xarray-accessor

Turing Eret [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: unidata, unidata-netcdf

Nyein Soe Thwal [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: flood, near-real-time, surface-water

Ate [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: flood, near-real-time, surface-water, crop-yield-information, drought

ShixuanZhang [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

John Dilger [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: flood, near-real-time, surface-water, earth-science, wildfires

kaileymohamed [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: flood, near-real-time, surface-water

Bo Dong postdoc [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

Jason Boutte [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

Ben V-W [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: climate, climate-change, climate-model, hector

Adam Subel [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: climate, neuralgcm, weather

Karim Bahgat [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

Colin Gaffney [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: c4, jax, large-language-models, model-flops, parallelism, bayesian-methods, probabilistic-programming, checkpoint, flax, research and 12 more

Salaheddine EL FARISSI [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:

Halvardgithub [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

Kishan Ved [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics:

Sven Willner [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: climate, climate-change, climate-model, hector, agent-based-model, economics, economics-models, extreme-events, extreme-weather, international-trade and 12 more

Skylar Gering [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: climate, climate-change, climate-model, hector

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

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