Categories - Climate Change

Sub Categories

Topics

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

Projects

Contributors

Adriana Caswell [email protected]

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

Joseph.Mouallem [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: climate, fre, gfdl

Jeffrey Durachta [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: climate, fre, gfdl, fms, fv3, model-component, physics

baoqiang80 [email protected]

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

Rieke Alpers [email protected]

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

henrywinterbottom-wxdev [email protected]

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

مهدي شينون (Mehdi Chinoune) [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: unidata, unidata-netcdf, prayer-times, cplusplus, libraries, packages, vcpkg, visual-studio, mpi, object-oriented and 5 more

JohnD [email protected]

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

Martin Aumüller [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: unidata, unidata-netcdf, asciidoctor, assembly, build, build-system, build-systems, build-tool, build-tools, cplusplus and 9 more

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

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

Boris Shapkin [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

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

balen [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: archives, citizen-science, climate, community, data-rescue, digitization, transcription

Robert Smith [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: archives, citizen-science, climate, community, data-rescue, digitization, transcription, consumption, energy-consumers, energy-producers and 6 more

Melis Cagan [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: archives, citizen-science, climate, community, data-rescue, digitization, transcription

Victoria Slonosky [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: archives, citizen-science, climate, community, data-rescue, digitization, transcription

Robert Simpson [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: archives, citizen-science, climate, community, data-rescue, digitization, transcription

Femke Nijsse [email protected]

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

Aicha Kharazi [email protected]

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

Kees Nederhoff [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: delft, morphology, numerical-simulations, sediment-transport, storm, water

Willem Noorduin [email protected]

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

Yonggang Yu [email protected]

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

Diogo Teles Sant'Anna [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: alerting, graphing, closember, notebook, cryptography, css-framework, arrow, bundle, dependency, optimize and 25 more

Brian Ward [email protected]

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

Antony Lee [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: afm, c-plus-plus-11, header-only, cartopy, geometry, projections, qgis, sentinel-2, timeseries-analysis, closember and 115 more

Aslak Grinsted [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: julialang, numerical, programming-language

Sarah Charlotte Johnson [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: accessors, sphinx-doc, pydata, caching, memoization, multiprocessing, parallel-computing, threading, distributed-computing, gbdt and 3 more

Leonard Lausen [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: mxnet, sagemaker, time-series-prediction, action-recognition, gan, gluon, person-reid, pose-estimation, semantic-segmentation, baidu and 10 more

Adam Leskis [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: cloud-computing, connection-migration, container-migration, edge-computing, mobility, mvfst, proxygen, quic, server-migration, ocean-modelling and 74 more

K. Arthur Endsley [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: agriculture, carbon, soil-carbon, earth-observation, lsma, multispectral-images, spectral-mixture-analysis, carbon-cycle, ecosystem-model, carbon-dioxide and 20 more

Nicolas Karasiak [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: atmospheric-correction, cloud-detection, data-downloader, sentinel-2, snow-cover, spot, theia, stac

Pontus Lurcock [email protected]

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

Manish Kumar Gupta [email protected]

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

Martey Dodoo [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: battery, power-management, packaging, pip, amqp, queue-tasks, queue-workers, queued-jobs, redis-queue, sqs and 4 more

Matthew Feickert [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: hep, lhe, particle-physics, scikit-hep, bigdata, file-format, hep-ex, root, root-cern, closember and 58 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

Alejandro Saucedo [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: dataops, learning, machine, mlops, scalable, kfserving, lightgbm, mlflow, seldon-core, xgboost and 6 more

Artem Smotrakov [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics: climate, fuzz-testing, fuzzing, oss-fuzz, stability, vulnerabilities, calculating-ratings, scores, security-rating, security-risks and 8 more

Dr Griffith Rees [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: hut23, hut23-222, hut23-1077

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

Arun Sathiya [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: apache-beam, weather, stripe, stripe-sdk, ns-2, ns-3, simulator, barcode, camera, demo and 40 more

kbp45-cusp [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: apache-beam, weather

juannat7 [email protected]

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

Kai Germaschewski [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: hpc-io, parallel, memory-allocation, memory-management, rapids

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

TedBuskop [email protected]

OST Projects: 1
Categories: Climate Change, Sustainable Development
Sub Categories: Education, Natural Hazard and Storm
Topics:

Kitware Robot [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics: image-analysis, insight-toolkit, itk, medical-imaging, numfocus, open-science, adios, ecp, exascale, exascale-computing and 1 more

Kishan Ved [email protected]

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

Halvardgithub [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

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:

Salaheddine EL FARISSI [email protected]

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

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

Sungduk Yu [email protected]

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

DavidGrumm-NOAA [email protected]

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

Orestis Herodotou [email protected]

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

Anna Pokorska [email protected]

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

Paul Hansel [email protected]

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

Norman Rzepka [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: bioimaging, conventions, ndimensional-arrays, zarr, gehlenborglab, imjoy, viv, arrays, compressed, bot-framework and 15 more

Andrew Fulton [email protected]

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

John Kirkham [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: arrays, zarr, compressed, ndimensional-arrays, continuous-wavelet, signal-processing, wavelet-transform, wavelets, parallel, closember and 39 more

Josh Moore [email protected]

OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics: napari-plugin, ngff, zarr, ome, ome-zarr, ome-zarr-converter, omero, compressed, ndimensional-arrays

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