Categories - Climate Change

Sub Categories

Topics

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

Projects

Contributors

RuthBowyer [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: hut23, hut23-1077

Sophie Arana [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: open-science, research-application, research-infrastructure, research-outputs, hut23, hut23-958, hut23-1077

Grigorios Mingas [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: hut23, hut23-1077, hut23-837, hut23-522, computational-mechanics, peridynamics, hut23-406

julievano [email protected]

OST Projects: 1
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Downscaling, Education
Topics: climate, downscaling, icar, precipitation, regional-climate-model

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

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

Patrice Lecharpentier [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: crop-model, parameter-estimation, sensitivity-analysis, uncertainty-analysis, agricultura, meteorologia

James Varndell [email protected]

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

Baptiste Hamon [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: anuclim, climate-analysis, climate-science, icclim, netcdf4, xclim

Joshua Pan [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: geoscience, ugrid, unstructured-grids

Alex Jonko [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

Alex Jonko [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

EvanDungate [email protected]

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

Chris Barnes [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: arrays, zarr, chunked-storage, h5py, multidimensional-arrays, multidimensional-data, n5, compressed, ndimensional-arrays, chamfer-distance and 30 more

Ross Barnowski [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: closember, compressed, ndimensional-arrays, zarr

Adam Dong [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr

AdityaHere [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr

Rafal Wojdyla [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr, bioinformatics, obo, obo-graphs, obofoundry, ontology, owl, semantic-web and 27 more

Poruri Sai Rahul [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr, bokeh, control-panels, dataapp, datascience, dataviz, holoviews, holoviz and 27 more

Philipp Hanslovsky [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr

Stephan Saalfeld [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr, fiji, fiji-plugin, hdf5, n5, ome-zarr-converter

Sebastian Grill [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr, bigdata, dataframe, hdf5, memory-mapped-file, pyarrow, tabular-data

Will Moore [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: file-format, ome, zarr, idr, ngff, napari-plugin, gehlenborglab, imjoy, viv, ome-zarr and 4 more

shikharsg [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr

rtobar [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: pydata, compressed, ndimensional-arrays, zarr

potter420 [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr

Vyas Ramasubramani [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr, nvidia, pydata, digital-pathology, image-analysis, image-data, medical-imaging, microscopy and 14 more

Max [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

Tabea Josephine Dorndorf [email protected]

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

Rahel Mandaroux [email protected]

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

Alan Du [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: formatter, compressed, ndimensional-arrays, zarr, conda, package-management, lockfile, bioinformatics, biopython, dna and 35 more

Alden Keefe Sampson [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr

hfdrake [email protected]

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

Stefan Weissenberger [email protected]

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

Antonio Ettorre [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

Eric Prestat [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr, diffraction, electron-diffraction, physics, physics-simulation, closember, ipython, ipython-kernel and 41 more

Christoph Gohlke [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: format-reader, imagej, life-sciences-image, ome-tiff, tiff, whole-slide-imaging, zarr, compressed, ndimensional-arrays, gdal and 39 more

Christine Smit [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr

Brett Graham [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr, closember, numerical-methods, advanced-scientific-data-format, asdf, data-format, iso-9692-1, opendata and 12 more

Ben Jeffery [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr, coalescent, genetics, genomics, msprime, trees, tskit, pydata and 4 more

Marwan Zouinkhi [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr

Justin Swaney [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr, dagster, data-engineering, data-integration, data-orchestrator, data-pipelines, etl, mlops and 3 more

Jonny Saunders [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr

Joe Jevnik [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr, alignment, flexible, amqp, queue-tasks, queue-workers, queued-jobs, redis-queue and 5 more

Jerome Kelleher [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr, coalescent, genetics, genomics, msprime, trees, tskit, bioinformatics and 5 more

Lars [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: font-icons, meteogram, meteorology, pictograma, pictograph, pragmatapro, terminal-based, compressed, ndimensional-arrays, zarr and 9 more

neilSchroeder [email protected]

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

Jakub Recman [email protected]

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

Thomas Lavergne [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: cross-agency, open-code, open-science, closember, kd-tree, resampling, cartopy, notebook, science-research, snippets

Justin Perket [email protected]

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

Joren Hammudoglu [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: adf, arch, df-gls, dickey-fuller, financial-econometrics, model-confidence-set, multiple-comparison-procedures, phillips-perron, reality-check, spa and 14 more

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

jiawdo [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

ShenJX21 [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

Johannes Gütschow [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Integrated Assessment and Climate Policy
Topics: climate, emissions, climate-change, climate-data, climate-policy

Aman Tejaswi [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:

thivinanandh [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: debrisflow, flood, landslide

Sergei Lebedev [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: formatter, jax, static-analysis, static-code-analysis, typechecker, typing, research, attention, transformers, vision-transformer and 36 more

awarde96 [email protected]

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

Tim Campbell [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

Xinqi Jack Wang [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: 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

Deng-Shun Chen [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

Alban Farchi [email protected]

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

Harmen Wierenga [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

Amidu O. Oloso [email protected]

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

Thomas L. Clune [email protected]

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

Purnendu Chakraborty [email protected]

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

Christine P. Chai [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: causal-inference, causality, econometrics, economics, treatment-effects

Dominik Stiller [email protected]

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

Marco Mazzolini [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics: climate, climate-science, dem, downscaling, era5, geoscience

Alexander Shadchin [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: pydantic, closember, inference-engine, static-analysis, static-code-analysis, jax, machine-learning-library, mxnet, spacy, type-checking and 28 more

Jeffrey Whitaker [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: netcdf4

Abishek Gopal [email protected]

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

lo-y [email protected]

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

Rodrigo Almeida [email protected]

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

Kai Kratz [email protected]

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

Amin Ilia [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: gdas, gefs, gfs, jedi, s2s, ufs

Geoffrey Harper [email protected]

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

Geoffrey Harper [email protected]

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

Paul Höfle [email protected]

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

Moritz Schwarz [email protected]

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

Geoffrey Harper [email protected]

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

Geoffrey Harper [email protected]

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

Andres Santamaria Artigas [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

jacob.nilsson [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

DaMitti [email protected]

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

Moritz Stefaner [email protected]

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

Daniel Mittermaier [email protected]

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

Chuan-Kai Wang [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: hurricane, numerical-weather-prediction, tropical-cyclone

Moritz Schwarz [email protected]

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

Domenico Nappo [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: copernicus, cordex, efas, environmental-modelling, flood, glofas, lisflood, lisvap, converter, pcraster and 7 more

StefaniaGrimaldi [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: copernicus, cordex, efas, environmental-modelling, flood, glofas, lisflood, lisvap, netcdf4, pcraster and 3 more

Joel Fiddes [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics: climate, climate-science, dem, downscaling, era5, geoscience

Kai Mühlbauer [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: numerical-methods, closember, radar, weather, alignment, flexible, h5py, hdf5

bevilacqc [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: compressed, ndimensional-arrays, zarr