Dataset

Sandia Wind Blade Materials Database

Public wind turbine blade materials database with mechanical testing data for GFRP, CFRP, structural adhesives, core materials, tensile properties, and fatigue/S-N curve records. Imported as metadata/resource links first; raw tabular semantic mapping can follow with PMDco.

Metadata-only record

This entry is a public catalogue pointer: it links to an external website or repository, but no RDF graph/entities have been published in MatPortal yet. Browse graph-rich public records to explore RDF resources, SPARQL, and GraphRAG features.

Dataset identity

Stable URI
https://data.stage.matportal.org/id/dataset/github-sandialabs-wind-blade-materials-database Open
Portal page
/datasets/github-sandialabs-wind-blade-materials-database Open
RDF Turtle
https://data.stage.matportal.org/data/dataset/github-sandialabs-wind-blade-materials-database.ttl Open
License
Public Domain / CC0 signal
Publisher
Sandia National Laboratories
Published by
admin
Project
Wind Blade Materials Database
Version
Not specified
Identifier
github-sandialabs-wind-blade-materials-database

What is available here?

  • A stable MatPortal dataset identifier and machine-readable metadata.
  • Public source/documentation links for the external portal or repository.
  • No MatPortal-hosted RDF graph, RDF resources, GraphRAG evidence, or SPARQL graph query yet.

Use the browse page sorted by RDF resources to find public datasets with named graphs, entity pages, SPARQL starters, and GraphRAG evidence.

Files & access

2 file/access items

GitHub repository

Public wind turbine blade materials database with mechanical testing data for GFRP, CFRP, structural adhesives, core materials, tensile properties, and fatigue/S-N curve records. Imported as metadata/resource links first; raw tabular semantic mapping can follow with PMDco.

Open file/access URL

Official database page

Public wind turbine blade materials database with mechanical testing data for GFRP, CFRP, structural adhesives, core materials, tensile properties, and fatigue/S-N curve records. Imported as metadata/resource links first; raw tabular semantic mapping can follow with PMDco.

Open file/access URL

File preview

Preview metadata is available, but no preview rows were returned.

Named graphs

Query this data

No public graph releases are available for this dataset yet.

RDF resources

Entity previews will appear after public graph indexing.

Ask this dataset with GraphRAG

GraphRAG searches MatPortal's public dataset metadata, named graph metadata, indexed RDF resources, and facts. It does not copy or vectorize every external file or raw distribution.

Ask a question above to get a graph-aware answer and a safe SPARQL starting point.

Indexed sources

  • Dataset Metadata
  • Distribution
  • Distribution

Query this dataset

Use the guarded public SPARQL workbench with a dataset graph template. Only read-only SELECT queries with limits are accepted.

SELECT ?s ?p ?o WHERE { ?s ?p ?o } LIMIT 100
Open in SPARQL workbench

Graph-aware Q&A readiness

  • Dataset Metadata
  • Distribution
  • Distribution

Dataset quality and readiness

Score
68%
Maturity
Review ready
Publication boundary
Public output is derived from reviewed public dataset/resource/graph metadata only.

Checks and recommendations

  • Core metadata completeness
  • Persistent identifier and citability
  • License availability
  • File, service, or access links
  • Ontology and linked-data context
  • Unit and quantity-kind validation
  • Governance and review status

Dataset FAIR assessment

Overall FAIR score
65%
Assessment coverage
87% (Partial)
Principle scores
  • F: 50%
  • A: 100%
  • I: 33%
  • R: 88%
Profile / version
matportal-dataset-fair-v1 (v1.0.0)
Source revision
1784684835490005234-132416932
Source updated at
2026-06-14T01:44:43.846558Z

FAIR criterion details

FAIL [F1] Unique and Persistent Identifier

Reason: No identifier or DOI metadata is present.

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.F1.fail.missing

Score: 0%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: identifier, other_identifiers)

PASS [F2] Rich Descriptive Metadata

Reason: All core descriptive metadata fields are populated.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.F2.pass.evidence
  • Description field is populated
  • Creators field has entries
  • Publisher or Organization is populated

Score: 100%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: title, description, creators, publisher, organization)

FAIL [F3] Metadata Identifier Linkage

Reason: No dataset identifier metadata is defined.

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.F3.fail.missing

Score: 0%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: identifier, distributions)

PASS [F4] Searchable Catalogue Indexing

Reason: Dataset is registered in the public searchable catalogue.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.F4.pass.evidence

Score: 100%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: visibility, status)

PASS [A1] Retrievability Protocol

Reason: Distributions are defined for standard protocol retrievability.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.A1.pass.evidence

Score: 100%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: distributions)

PASS [A1.1] Open Communication Protocol Scheme

Reason: All distribution access paths conform to standard open protocol schemes.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.A1_1.pass.evidence

Score: 100%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: distributions)

UNAVAILABLE [A1.2] Authorization Protocol Metadata

Reason: Access authorization metadata is not specified or unavailable.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.A1_2.unavailable.evidence

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.A1_2.unavailable.missing

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: access_rights, distributions)

UNAVAILABLE [A2] Metadata Persistence Tombstone Policy

Reason: Metadata retention policy is currently unavailable.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.A2.unavailable.evidence

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.A2.unavailable.missing

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0

PARTIAL [I1] Formal Knowledge Language representation

Reason: Dataset is metadata-only with standard machine-readable metadata representations.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.I1.partial.evidence

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.I1.partial.missing

Score: 50%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: graph_ids, distributions)

PARTIAL [I2] FAIR Vocabulary References

Reason: Ontology terms or standards profiles are partially specified.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.I2.partial.evidence

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.I2.partial.missing

Score: 50%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: ontology_annotations, conforms_to)

FAIL [I3] Qualified References and Relations

Reason: No qualified relations or external citations are defined.

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.I3.fail.missing
  • other_identifiers / is_referenced_by

Score: 0%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: qualified_relations, other_identifiers, is_referenced_by)

PASS [R1] Descriptive Attributes Plurality

Reason: Plurality of attributes is sufficient.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.R1.pass.evidence
  • Author attribution fields are populated
  • Tags/keywords metadata is present

Score: 100%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: title, description, creators, keywords, tags)

PASS [R1.1] Clear Usage License

Reason: A valid data usage license is specified.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.R1_1.pass.evidence

Score: 100%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: license)

PASS [R1.2] Detailed Provenance Metadata

Reason: Provenance metadata is fully specified.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.R1_2.pass.evidence
  • Distribution transform provenance is populated

Score: 100%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: provenance, distributions)

PARTIAL [R1.3] Domain Community Standards Conformance

Reason: Dataset partially conforms to community standards and term vocabularies.

Evidence:

  • Translation missing: en.dataset_fair_detail.criteria.R1_3.partial.evidence

Missing/needed:

  • Translation missing: en.dataset_fair_detail.criteria.R1_3.partial.missing

Score: 50%

Provenance: Profile: matportal-dataset-fair-criterion-v1, v1.0.0 (fields: conforms_to, distributions, ontology_annotations)

Unit profile

{
  "valid": true,
  "score": 1.0,
  "checked_fields": [],
  "issues": [],
  "profile": "matportal-materials-qudt-lite-v1"
}

Semantic dataset passport

Passport ID
github-sandialabs-wind-blade-materials-database
DCAT
https://datagraph.stage.matportal.org/id/dataset/github-sandialabs-wind-blade-materials-database
Review status
published

Semantic mirror manifest

{
  "@context": {
    "dcterms": "http://purl.org/dc/terms/",
    "dcat": "http://www.w3.org/ns/dcat#",
    "prov": "http://www.w3.org/ns/prov#",
    "matportal": "https://w3id.org/matportal/schema#"
  },
  "id": "https://datagraph.stage.matportal.org/api/v1/datasets/github-sandialabs-wind-blade-materials-database/mirror-package",
  "type": "matportal:SemanticMirrorPackage",
  "dataset": "https://datagraph.stage.matportal.org/datasets/github-sandialabs-wind-blade-materials-database",
  "dataset_slug": "github-sandialabs-wind-blade-materials-database",
  "generated_at": "2026-08-11T19:27:53.532942+00:00",
  "raw_data_policy": "linked-only; no raw data copied by this package",
  "publication_boundary": "review artefact; downstream data-space publication remains governed",
  "contains": [
    "dcat-jsonld",
    "datacite-style-metadata",
    "ro-crate-metadata",
    "ckan-package-json",
    "edc-asset-json",
    "aas-submodel-semantic-ids",
    "sssom-mapping-snapshot",
    "shacl-shape-scaffold",
    "review-record"
  ],
  "counts": {
    "resources": 2,
    "graphs": 0,
    "indexed_entities": 0,
    "mappings": 0,
    "unit_fields_checked": 0
  },
  "source_authority": "MatPortal dataset metadata and linked external providers remain authoritative; connector cards preserve source links."
}

Material identity crosswalk

No public material identity crosswalk entries are linked to this dataset yet.

Raw public metadata

{
  "id": "dataset_a8787032de884b3d",
  "slug": "github-sandialabs-wind-blade-materials-database",
  "title": "Sandia Wind Blade Materials Database",
  "description": "Public wind turbine blade materials database with mechanical testing data for GFRP, CFRP, structural adhesives, core materials, tensile properties, and fatigue/S-N curve records. Imported as metadata/resource links first; raw tabular semantic mapping can follow with PMDco.",
  "license": "Public Domain / CC0 signal",
  "creators": [
    "Sandia National Laboratories"
  ],
  "organization": "Sandia National Laboratories",
  "project": "Wind Blade Materials Database",
  "slice": "",
  "published_by": "admin",
  "groups": [
    "Wind turbine",
    "Fatigue",
    "Mechanical testing"
  ],
  "keywords": [
    "wind turbine",
    "blade materials",
    "fatigue",
    "S-N curve",
    "tensile",
    "composites"
  ],
  "tags": [
    "wind turbine",
    "blade materials",
    "fatigue",
    "S-N curve",
    "tensile",
    "composites"
  ],
  "visibility": "public",
  "status": "published",
  "ontology_annotations": [
    "PMDCO",
    "EMMO"
  ],
  "categories": [
    "Characterization & Testing",
    "Composites & Structural Materials",
    "Manufacturing & Industry 4.0"
  ],
  "distributions": [
    {
      "title": "GitHub repository",
      "filename": "Wind-Blade-Materials-Database",
      "description": "Public wind turbine blade materials database with mechanical testing data for GFRP, CFRP, structural adhesives, core materials, tensile properties, and fatigue/S-N curve records. Imported as metadata/resource links first; raw tabular semantic mapping can follow with PMDco.",
      "visibility": "public",
      "status": "published",
      "media_type": "text/html",
      "format": "git",
      "checksum_sha256": "",
      "size_bytes": 0,
      "source_uri": "https://github.com/sandialabs/Wind-Blade-Materials-Database",
      "download_url": "https://github.com/sandialabs/Wind-Blade-Materials-Database",
      "access_url": "https://github.com/sandialabs/Wind-Blade-Materials-Database",
      "uri": "https://datagraph.stage.matportal.org/id/distribution/github-sandialabs-wind-blade-materials-database/resource_e4e242ffa07931dc",
      "url_type": "external",
      "rdf_format": null,
      "ontology_annotations": [],
      "data_dictionary": [],
      "views": [
        {
          "id": "",
          "title": "Download",
          "view_type": "download",
          "url": "",
          "embed_url": "",
          "embeddable": false,
          "description": "",
          "default": true,
          "config": {}
        }
      ],
      "datastore_active": false,
      "datastore_enabled": false,
      "has_views": true,
      "mapping_supported": false,
      "query_supported": false,
      "transform_provenance": {
        "was_derived_from": "https://github.com/sandialabs/Wind-Blade-Materials-Database",
        "harvested_from": "GitHub public repository metadata",
        "metadata_only": true
      },
      "id": "resource_e4e242ffa07931dc",
      "dataset_slug": "github-sandialabs-wind-blade-materials-database",
      "created_at": "2026-06-14T01:44:35.902681Z",
      "updated_at": "2026-06-14T01:44:35.902681Z"
    },
    {
      "title": "Official database page",
      "filename": "materials-database",
      "description": "Public wind turbine blade materials database with mechanical testing data for GFRP, CFRP, structural adhesives, core materials, tensile properties, and fatigue/S-N curve records. Imported as metadata/resource links first; raw tabular semantic mapping can follow with PMDco.",
      "visibility": "public",
      "status": "published",
      "media_type": "text/html",
      "format": "HTML",
      "checksum_sha256": "",
      "size_bytes": 0,
      "source_uri": "https://www.sandia.gov/wind/research-development/blade-reliability/materials-database/",
      "download_url": "https://www.sandia.gov/wind/research-development/blade-reliability/materials-database/",
      "access_url": "https://www.sandia.gov/wind/research-development/blade-reliability/materials-database/",
      "uri": "https://datagraph.stage.matportal.org/id/distribution/github-sandialabs-wind-blade-materials-database/resource_c0f22824d74c55e5",
      "url_type": "external",
      "rdf_format": null,
      "ontology_annotations": [],
      "data_dictionary": [],
      "views": [
        {
          "id": "",
          "title": "Download",
          "view_type": "download",
          "url": "",
          "embed_url": "",
          "embeddable": false,
          "description": "",
          "default": true,
          "config": {}
        }
      ],
      "datastore_active": false,
      "datastore_enabled": false,
      "has_views": true,
      "mapping_supported": false,
      "query_supported": false,
      "transform_provenance": {
        "was_derived_from": "https://www.sandia.gov/wind/research-development/blade-reliability/materials-database/",
        "harvested_from": "GitHub public repository metadata",
        "metadata_only": true
      },
      "id": "resource_c0f22824d74c55e5",
      "dataset_slug": "github-sandialabs-wind-blade-materials-database",
      "created_at": "2026-06-14T01:44:43.846558Z",
      "updated_at": "2026-06-14T01:44:43.846558Z"
    }
  ],
  "graph_ids": [],
  "entity_count": 0,
  "follower_count": 0,
  "contact_points": [],
  "publisher": "Sandia National Laboratories",
  "homepage": "https://github.com/sandialabs/Wind-Blade-Materials-Database",
  "landing_page": "https://github.com/sandialabs/Wind-Blade-Materials-Database",
  "release_date": "",
  "modification_date": "",
  "version": "",
  "version_notes": "",
  "identifier": "",
  "frequency": "",
  "provenance": "Curated public GitHub dataset/repository candidate discovered for MatPortal Data browse. Metadata-only import; no repository contents downloaded.",
  "dataset_type": "repository",
  "temporal_coverage": [],
  "temporal_resolution": "",
  "spatial_coverage": [],
  "spatial_resolution_meters": null,
  "access_rights": "",
  "other_identifiers": [],
  "theme": [
    "Wind energy",
    "Composite materials",
    "Mechanical testing"
  ],
  "language": [
    "en"
  ],
  "documentation": [
    "https://github.com/sandialabs/Wind-Blade-Materials-Database",
    "https://www.sandia.gov/wind/research-development/blade-reliability/materials-database/"
  ],
  "conforms_to": [],
  "is_referenced_by": [],
  "applicable_legislation": [],
  "has_version": [],
  "qualified_relations": [],
  "citation": "",
  "activity": [
    {
      "at": "2026-06-14T01:44:29.007815+00:00",
      "event": "dataset_created",
      "actor": "admin",
      "note": "Dataset registered in native DataGraph"
    },
    {
      "at": "2026-06-14T01:44:31.841752+00:00",
      "event": "dataset_imported",
      "actor": "admin",
      "note": "Imported/updated from curated public GitHub discovery."
    },
    {
      "at": "2026-06-14T01:44:35.902681+00:00",
      "event": "resource_added",
      "actor": "admin",
      "resource_id": "resource_e4e242ffa07931dc",
      "note": "GitHub repository"
    },
    {
      "at": "2026-06-14T01:44:43.846558+00:00",
      "event": "resource_added",
      "actor": "admin",
      "resource_id": "resource_c0f22824d74c55e5",
      "note": "Official database page"
    }
  ],
  "metadata": {
    "publisher": "",
    "published_by": "admin",
    "contact_points": [],
    "homepage": "",
    "landing_page": "",
    "release_date": "",
    "modification_date": "",
    "version": "",
    "version_notes": "",
    "identifier": "",
    "frequency": "",
    "provenance": "",
    "type": "",
    "temporal_coverage": "",
    "temporal_resolution": "",
    "spatial_coverage": "",
    "spatial_resolution_meters": "",
    "access_rights": "",
    "language": [],
    "documentation": [],
    "conforms_to": [],
    "is_referenced_by": [],
    "applicable_legislation": [],
    "has_version": [],
    "qualified_relation": [],
    "qualified_attribution": [],
    "extras": {}
  },
  "created_at": "2026-06-14T01:44:29.007815Z",
  "updated_at": "2026-06-14T01:44:43.846558Z"
}