{ "access": { "embargo": { "active": false, "reason": null }, "files": "public", "record": "public", "status": "open" }, "created": "2026-05-21T20:08:53.505380+00:00", "custom_fields": { "code:codeRepository": "https://github.com/NCAR/osdf-examples" }, "deletion_status": { "is_deleted": false, "status": "P" }, "files": { "count": 1, "enabled": true, "entries": { "NCAR/osdf-examples-v2026.05.1.zip": { "access": { "hidden": false }, "checksum": "md5:a0007ca672c52e3c73ee2b90075b86b6", "ext": "zip", "id": "d3c261c6-86c2-4a85-a68d-61673848258b", "key": "NCAR/osdf-examples-v2026.05.1.zip", "links": { "content": "https://zenodo.org/api/records/20331616/files/NCAR/osdf-examples-v2026.05.1.zip/content", "self": "https://zenodo.org/api/records/20331616/files/NCAR/osdf-examples-v2026.05.1.zip" }, "metadata": null, "mimetype": "application/zip", "size": 8559419, "storage_class": "L" } }, "order": [], "total_bytes": 8559419 }, "id": "20331616", "is_draft": false, "is_published": true, "links": { "access": "https://zenodo.org/api/records/20331616/access", "access_grants": "https://zenodo.org/api/records/20331616/access/grants", "access_links": "https://zenodo.org/api/records/20331616/access/links", "access_request": "https://zenodo.org/api/records/20331616/access/request", "access_users": "https://zenodo.org/api/records/20331616/access/users", "archive": "https://zenodo.org/api/records/20331616/files-archive", "archive_media": "https://zenodo.org/api/records/20331616/media-files-archive", "communities": "https://zenodo.org/api/records/20331616/communities", "communities-suggestions": "https://zenodo.org/api/records/20331616/communities-suggestions", "doi": "https://doi.org/10.5281/zenodo.20331616", "draft": "https://zenodo.org/api/records/20331616/draft", "file_modification": "https://zenodo.org/api/records/20331616/file-modification", "files": "https://zenodo.org/api/records/20331616/files", "latest": "https://zenodo.org/api/records/20331616/versions/latest", "latest_html": "https://zenodo.org/records/20331616/latest", "media_files": "https://zenodo.org/api/records/20331616/media-files", "parent": "https://zenodo.org/api/records/16863132", "parent_doi": "https://doi.org/10.5281/zenodo.16863132", "parent_doi_html": "https://zenodo.org/doi/10.5281/zenodo.16863132", "parent_html": "https://zenodo.org/records/16863132", "preview_html": "https://zenodo.org/records/20331616?preview=1", "quota_increase": "https://zenodo.org/api/records/20331616/quota-increase", "request_deletion": "https://zenodo.org/api/records/20331616/request-deletion", "requests": "https://zenodo.org/api/records/20331616/requests", "reserve_doi": "https://zenodo.org/api/records/20331616/draft/pids/doi", "self": "https://zenodo.org/api/records/20331616", "self_doi": "https://doi.org/10.5281/zenodo.20331616", "self_doi_html": "https://zenodo.org/doi/10.5281/zenodo.20331616", "self_html": "https://zenodo.org/records/20331616", "self_iiif_manifest": "https://zenodo.org/api/iiif/record:20331616/manifest", "self_iiif_sequence": "https://zenodo.org/api/iiif/record:20331616/sequence/default", "versions": "https://zenodo.org/api/records/20331616/versions" }, "media_files": { "count": 0, "enabled": false, "entries": {}, "order": [], "total_bytes": 0 }, "metadata": { "creators": [ { "affiliations": [ { "name": "NSF National Center for Atmospheric Research" } ], "person_or_org": { "family_name": "Hampapura", "given_name": "Harsha R.", "identifiers": [ { "identifier": "0000-0002-2449-9032", "scheme": "orcid" } ], "name": "Hampapura, Harsha R.", "type": "personal" } }, { "affiliations": [ { "name": "NSF National Center for Atmospheric Research" } ], "person_or_org": { "family_name": "Conroy", "given_name": "Riley P.", "identifiers": [ { "identifier": "0009-0002-6453-2412", "scheme": "orcid" } ], "name": "Conroy, Riley P.", "type": "personal" } }, { "affiliations": [ { "name": "Morgridge Institute for Research" } ], "person_or_org": { "family_name": "Turetsky", "given_name": "Emma T.", "identifiers": [ { "identifier": "0009-0001-0067-6540", "scheme": "orcid" } ], "name": "Turetsky, Emma T.", "type": "personal" } }, { "affiliations": [ { "name": "NSF National Center for Atmospheric Research" } ], "person_or_org": { "family_name": "Sears", "given_name": "Mya", "identifiers": [ { "identifier": "0009-0003-5870-7498", "scheme": "orcid" } ], "name": "Sears, Mya", "type": "personal" } }, { "affiliations": [ { "name": "William & Mary" } ], "person_or_org": { "family_name": "Del Vecchio", "given_name": "Joanmarie", "identifiers": [ { "identifier": "0000-0003-3313-6097", "scheme": "orcid" } ], "name": "Del Vecchio, Joanmarie", "type": "personal" } } ], "description": "A collection of Jupyter notebooks that stream Earth System Science data from Open Science Data Federation (OSDF) origins using PelicanFS, and run analysis on a variety of HPC and cloud platforms (NCAR Casper, TACC Stampede3, Indiana Jetstream2, OSPool, laptop). Notebooks demonstrate bias correction, climatology, equilibrium climate sensitivity, machine learning, and benchmarking against datasets including CESM2 LENS, ERA5, CMIP6, NA-CORDEX, CONUS404, JRA-3Q, DART, HRRR, HadISST, NOAA SONAR, and Sentinel-2. Rendered site: https://ncar.github.io/osdf-examples/", "publication_date": "2026-05-21", "publisher": "Zenodo", "related_identifiers": [ { "identifier": "https://ncar.github.io/osdf-examples/", "relation_type": { "id": "isdocumentedby", "title": { "de": "Wird dokumentiert von", "en": "Is documented by" } }, "scheme": "url" }, { "identifier": "https://osg-htc.org/services/osdf.html", "relation_type": { "id": "issupplementto", "title": { "de": "Erg\u00e4nzt", "en": "Is supplement to" } }, "scheme": "url" }, { "identifier": "https://gdex.ucar.edu/", "relation_type": { "id": "issupplementto", "title": { "de": "Erg\u00e4nzt", "en": "Is supplement to" } }, "scheme": "url" } ], "resource_type": { "id": "software", "title": { "de": "Software", "en": "Software" } }, "rights": [ { "description": { "en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited." }, "icon": "cc-by-icon", "id": "cc-by-4.0", "props": { "scheme": "spdx", "url": "https://creativecommons.org/licenses/by/4.0/legalcode" }, "title": { "en": "Creative Commons Attribution 4.0 International" } } ], "subjects": [ { "subject": "Jupyter Book" }, { "subject": "MyST" }, { "subject": "OSDF" }, { "subject": "PelicanFS" }, { "subject": "GDEX" }, { "subject": "NCAR" }, { "subject": "NDC" }, { "subject": "climate" }, { "subject": "earth-system-science" }, { "subject": "data-streaming" }, { "subject": "CMIP6" }, { "subject": "CESM" }, { "subject": "ERA5" } ], "title": "OSDF Examples: Reference Computational Workflows for Earth System Data Streaming via PelicanFS", "version": "v2026.05.1" }, "parent": { "access": { "owned_by": { "user": "1383047" }, "settings": { "accept_conditions_text": null, "allow_guest_requests": false, "allow_user_requests": false, "secret_link_expiration": 0 } }, "communities": { "default": "b48924d3-cddf-49e7-a479-7d4a3562cb86", "entries": [ { "access": { "member_policy": "open", "members_visibility": "public", "record_submission_policy": "open", "review_policy": "closed", "visibility": "public" }, "children": { "allow": false }, "created": "2024-04-18T19:54:41.430763+00:00", "custom_fields": {}, "deletion_status": { "is_deleted": false, "status": "P" }, "id": "b48924d3-cddf-49e7-a479-7d4a3562cb86", "links": {}, "metadata": { "curation_policy": "

All submissions will be reviewed by curators at NSF NCAR. Depositors should be affiliated or collaborating with someone at UCAR for acceptance into the community, otherwise the submission will be rejected.

\n

If the depositor is a collaborator submitting to the NSF NCAR community, please submit alongside a comment noting the collaborator inside UCAR.

", "description": "NSF NCAR is sponsored by the U.S. National Science Foundation and managed by the University Corporation for Atmospheric Research.", "funding": [ { "award": { "id": "021nxhr62::1852977" }, "funder": { "id": "021nxhr62" } } ], "organizations": [ { "id": "05cvfcr44" } ], "page": "

For any questions with records please email datahelp@ucar.edu.

", "title": "NSF National Center for Atmospheric Research (NCAR)", "type": { "id": "organization" }, "website": "https://ncar.ucar.edu/" }, "revision_id": 15, "slug": "nsfncar", "updated": "2026-05-19T21:11:09.820734+00:00" } ], "ids": [ "b48924d3-cddf-49e7-a479-7d4a3562cb86" ] }, "id": "16863132", "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.16863132", "provider": "datacite" } } }, "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.20331616", "provider": "datacite" }, "oai": { "identifier": "oai:zenodo.org:20331616", "provider": "oai" } }, "revision_id": 4, "stats": { "all_versions": { "data_volume": 185572718.0, "downloads": 23, "unique_downloads": 23, "unique_views": 102, "views": 106 }, "this_version": { "data_volume": 59915933.0, "downloads": 7, "unique_downloads": 7, "unique_views": 28, "views": 28 } }, "status": "published", "swh": { "swhid": "swh:1:dir:84cfa402775835a12b66c4b082e1fb1c98a55c75;origin=https://doi.org/10.5281/zenodo.16863132;visit=swh:1:snp:dcbd70f23d7a90f46b2f9d38793f1134eca04b5d;anchor=swh:1:rel:4f0a315a82f975fea12e296165091858394ef007;path=NCAR-osdf-examples-3e8bc1a" }, "updated": "2026-05-21T20:08:53.660950+00:00", "versions": { "index": 3, "is_latest": true } }