id: ber_registry:lakehouse-registry
title: BER Lakehouse Registry
description: >-
  The BER lakehouse registry. Schemas, standards, and reporting formats
  relevant to BER lakehouse data, imported from the BER data management
  "schema sources" tracking sheet. Each schema/standard is registered as a
  data source hosted (or planned to be hosted) in the BRIDGE lakehouse.
  This file is the registry itself: edit it to add or update entries, and
  validate with `just test`.
lakehouses:
  - id: ber_registry:lakehouse-bridge-starburst
    title: BRIDGE Lakehouse
    description: >-
      Starburst-based BRIDGE data lakehouse serving as the primary hosting
      platform for data conforming to the registered BER schema sources.
      Platform is Starburst (Trino); recorded as 'other' because the
      PlatformType enum does not yet include starburst.
    operator: Lawrence Berkeley National Laboratory
    platform_type: other
    created_date: "2026-09-21"
    catalog_entries:

      - id: ber_registry:schema-nmdc-schema
        title: nmdc-schema
        description: >-
          National Microbiome Data Collaborative (NMDC) LinkML schema and
          submission schema. Field/element names are intended to be clearly
          defined with metadata, not just data labels.
        created_date: "2026-09-21"
        owner: Montana Smith
        contact_point:
          contact_name: Montana Smith
          contact_email: unknown@lbl.gov
        namespace: nmdc_schema
        status: active
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/microbiomedata/nmdc-schema
        facility: LBNL, PNNL
        project_affiliation:
          - NMDC
        keywords:
          - schema
          - linkml
          - microbiome
        format:
          - LinkML YAML
        data_quality_notes: >-
          Supports embargoed data and pipelines/workflows. See also the
          submission schema at
          https://github.com/microbiomedata/submission-schema. Collaborate
          with user groups/use cases to identify how to condense if need be.

      - id: ber_registry:schema-idea-schema
        title: IDeA-schema
        description: >-
          A schema for AI-driven enzyme discovery and biosynthetic pathway
          optimization. Represents a target reaction, the enzyme families
          ranked against it, candidate enzymes and their catalytic sites,
          predicted and mechanistically explained mutational effects on
          catalysis, and multi-enzyme pathways to a target molecule. Designed
          to run over federated DOE data (KBase, JGI, EMSL) accessed through
          the BER Data Lakehouse.
        created_date: "2026-09-21"
        owner: Arvind Ramanathan
        contact_point:
          contact_name: Arvind Ramanathan
          contact_email: unknown@lbl.gov
        namespace: idea_schema
        status: experimental
        is_deprecated: false
        update_schedule: unknown
        access_level: internal
        facility: ANL, ORNL
        project_affiliation:
          - Genesis Mission
        keywords:
          - schema
          - enzyme discovery
          - AI
        data_quality_notes: >-
          In development under the Genesis Mission / DOE BER IDeA (Intelligent
          Design Assistant) concept. Two-agent design: a discovery agent that
          ranks enzyme families against a plain reaction description, and a
          reasoner agent that predicts and explains mutational effects on
          catalysis. Class list is proposed and pending formal LinkML
          implementation; repo link and 'using LinkML' / 'production' status
          to be updated once the schema is stood up. Supports embargoed data
          and pipelines/workflows.

      - id: ber_registry:schema-plant-phenotyping
        title: plant phenotyping schema
        description: >-
          Plant phenotyping schema for APPL (Advanced Plant Phenotyping
          Laboratory) based on the MIAPPE checklist and data model.
        created_date: "2026-09-21"
        owner: Priya Ranjan
        contact_point:
          contact_name: Priya Ranjan
          contact_email: unknown@lbl.gov
        namespace: plant_phenotyping_schema
        status: experimental
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/MIAPPE/MIAPPE/blob/master/MIAPPE_Checklist_Data_Model.pdf
        facility: ORNL
        project_affiliation:
          - APPL
        keywords:
          - schema
          - plant phenotyping
          - MIAPPE
        data_quality_notes: >-
          MIAPPE schema as a basis - needs a schema expert to work with Priya
          to go through it one by one. Valerie has started working with Swen
          Boehm to see how this corresponds to LAMBDA and AIMS-LEAF. Sam Webb
          and Harry were advised by Valerie in this project. Also see
          https://github.com/MIAPPE/MIAPPE/blob/master/MIAPPE_diagram.svg.

      - id: ber_registry:schema-lambda-ber-schema
        title: lambda-ber-schema
        description: >-
          A comprehensive LinkML schema for representing multimodal structural
          biology imaging data, from atomic-resolution structures to
          tissue-level organization.
        created_date: "2026-09-21"
        owner: Harry Caufield
        contact_point:
          contact_name: Harry Caufield
          contact_email: unknown@lbl.gov
        namespace: lambda_ber_schema
        status: active
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/lambda-ber/lambda-ber-schema/tree/main/src/lambda_ber_schema/schema
        facility: LBNL, ANL, BNL, ORNL, PNNL, SLAC
        project_affiliation:
          - LAMBDA
        keywords:
          - schema
          - linkml
          - structural biology
          - imaging
        format:
          - LinkML YAML
        data_quality_notes: >-
          Supports embargoed data and pipelines/workflows. Beam/image/electron
          microscopy CryoEM data all resides close to instrumentation - various
          combinations of technical data, bespoke data management, overlapping
          vocabularies for annotating.

      - id: ber_registry:schema-aims-leaf
        title: aims-leaf
        description: >-
          A schema for plant biology data, built on the lambda-ber-schema.
        created_date: "2026-09-21"
        owner: Sam Webb
        contact_point:
          contact_name: Harry Caufield
          contact_email: unknown@lbl.gov
        namespace: aims_leaf_schema
        status: experimental
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/lambda-ber/aims-leaf/tree/main/src/aims_leaf_schema/schema
        facility: LBNL, SLAC
        project_affiliation:
          - AIMS-LEAF
        keywords:
          - schema
          - linkml
          - plant biology
        format:
          - LinkML YAML
        data_quality_notes: >-
          Sam Webb (SLAC) is responsible for this schema. Valerie Skye is also
          a DM team expert. AIMS-LEAF - beam.

      - id: ber_registry:schema-jbei-ganymede
        title: JBEI Ganymede
        description: >-
          Plant protein expression and sample data from the JBEI Ganymede
          system. Only a pseudo-schema is available.
        created_date: "2026-09-21"
        owner: Chris Petzold
        contact_point:
          contact_name: Valerie Skye
          contact_email: unknown@lbl.gov
        namespace: jbei_ganymede
        status: experimental
        is_deprecated: false
        update_schedule: unknown
        access_level: internal
        facility: LBNL
        project_affiliation:
          - OPAL
          - JBEI
        keywords:
          - schema
          - proteomics
          - plant biology
        data_quality_notes: >-
          Part of OPAL project. Chris Petzold is primary maintainer of the
          Ganymede lakehouse. Only a pseudo-schema is available. Sierra created
          ETL for Dremio: https://github.com/sierra-moxon/gbdq-ganymede.

      - id: ber_registry:schema-brc-schema
        title: brc-schema
        description: >-
          A schema for the Bioenergy Research Center portal. Describes
          properties of datasets in bioenergy, environmental science, earth
          science, and related fields.
        created_date: "2026-09-21"
        owner: Harry Caufield
        contact_point:
          contact_name: Harry Caufield
          contact_email: unknown@lbl.gov
        namespace: brc_schema
        status: active
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/bioenergy-research-centers/brc-schema/tree/main/src/brc_schema/schema
        facility: LBNL, ORNL, Other
        project_affiliation:
          - BRC
        keywords:
          - schema
          - linkml
          - bioenergy
        format:
          - LinkML YAML
        data_quality_notes: >-
          Much (but not all) of the genome data is produced by JGI. Very
          publication-centric. Only public data is represented in the repo.
          See https://api.bioenergy.org/api/datasets and
          https://bioenergy.org/schema. Valerie Skye is also a DM team expert.

      - id: ber_registry:schema-osti-schema
        title: osti-schema
        description: >-
          A LinkML representation of the E-Link 2.0 schema used by OSTI.
          Includes slots for legacy compatibility with previous E-Link
          versions. Developed as part of the xBRC project.
        created_date: "2026-09-21"
        owner: Harry Caufield
        contact_point:
          contact_name: Harry Caufield
          contact_email: unknown@lbl.gov
        namespace: osti_schema
        status: active
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/bioenergy-research-centers/brc-schema/blob/main/src/brc_schema/schema/osti_schema.yaml
        facility: LBNL, ORNL, Other
        project_affiliation:
          - xBRC
        keywords:
          - schema
          - linkml
          - OSTI
          - publications
        format:
          - LinkML YAML
        data_quality_notes: >-
          Published datasets, public focused, various kinds of datasets
          (genome, other), multiple versions of the schema in play at any
          time. Access raw data from each BRC, access combined data from
          Bioenergy.org. Candidate for lakehouse(s)? Chris Petzold is also PI
          here. Supports embargoed data and pipelines/workflows.

      - id: ber_registry:schema-kg-registry-schema
        title: kg-registry-schema
        description: >-
          A schema defining properties and relationships between knowledge
          graphs, data resources, interfaces, tools, and documentation. Part
          of the KG-Registry project (https://kghub.org/kg-registry/).
        created_date: "2026-09-21"
        owner: Harry Caufield
        contact_point:
          contact_name: Harry Caufield
          contact_email: unknown@lbl.gov
        namespace: kg_registry_schema
        status: active
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/Knowledge-Graph-Hub/kg-registry/tree/main/src/kg_registry/kg_registry_schema/schema
        facility: LBNL
        project_affiliation:
          - KG-Registry
        keywords:
          - schema
          - linkml
          - knowledge graph
        format:
          - LinkML YAML
        data_quality_notes: >-
          Schema/graph to track KG projects that are already publicly
          available. Can we use this for our "lakehouse registry" schema?
          (PROV used here.)

      - id: ber_registry:schema-standards-schemas
        title: standards-schemas
        description: >-
          A schema for metadata about biomedical data standards, including
          their AI/ML applications, related topics, substrates, organizations,
          and more. Part of the Bridge2AI Standards Explorer
          (https://b2ai.standards.synapse.org/).
        created_date: "2026-09-21"
        owner: Harry Caufield
        contact_point:
          contact_name: Harry Caufield
          contact_email: unknown@lbl.gov
        namespace: standards_schemas
        status: active
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/bridge2ai/standards-schemas
        facility: LBNL, Other
        project_affiliation:
          - Bridge2AI
        keywords:
          - schema
          - linkml
          - data standards
        format:
          - LinkML YAML
        data_quality_notes: >-
          See also
          https://github.com/bridge2ai/b2ai-standards-registry/tree/main/src/schema
          (a mirror of the schema, used in production).

      - id: ber_registry:schema-data-sheets-schema
        title: data-sheets-schema
        description: >-
          A schema for detailed metadata about biological and biomedical
          datasets. Implemented as part of the Bridge2AI project.
        created_date: "2026-09-21"
        owner: Marcin Joachimiak
        contact_point:
          contact_name: Harry Caufield
          contact_email: unknown@lbl.gov
        namespace: data_sheets_schema
        status: active
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/bridge2ai/data-sheets-schema
        facility: LBNL, Other
        project_affiliation:
          - Bridge2AI
        keywords:
          - schema
          - linkml
          - dataset metadata
        format:
          - LinkML YAML
        data_quality_notes: >-
          Marcin Joachimiak (LBNL) is responsible for this schema. In use on
          the Bridge2AI Standards Explorer. Supports embargoed data and
          pipelines/workflows.

      - id: ber_registry:schema-model-card-schema
        title: model-card-schema
        description: >-
          A schema for detailed metadata about computational models.
          Implemented as part of the Bridge2AI project.
        created_date: "2026-09-21"
        owner: Marcin Joachimiak
        contact_point:
          contact_name: Harry Caufield
          contact_email: unknown@lbl.gov
        namespace: model_card_schema
        status: active
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/bridge2ai/model-card-schema
        facility: LBNL, Other
        project_affiliation:
          - Bridge2AI
        keywords:
          - schema
          - linkml
          - model cards
        format:
          - LinkML YAML
        data_quality_notes: >-
          Marcin Joachimiak (LBNL) is responsible for this schema. Kjiersten
          was asking about this concept recently; Google has an Agentic Card
          quasi-standard:
          https://developers.googleblog.com/en/announcing-the-agentic-resource-discovery-specification/

      - id: ber_registry:schema-bertron
        title: BERtron
        description: >-
          Cross-BER sample metadata, geolocation-centric, with attributes, for
          NMDC, JGI, EMSL, ESS-DIVE.
        created_date: "2026-09-21"
        owner: Montana Smith
        contact_point:
          contact_name: Sierra Moxon
          contact_email: smoxon@lbl.gov
        namespace: bertron
        status: experimental
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://ber-data.github.io/bertron-schema/
        facility: LBNL, PNNL
        project_affiliation:
          - BERtron
        keywords:
          - schema
          - linkml
          - sample metadata
          - geolocation
        format:
          - LinkML YAML
        data_quality_notes: >-
          NMDC, JGI, EMSL, ESS-DIVE combined catalog with sample, project, and
          other dataset metadata. Note: ESS-DIVE has alignment on dataset
          metadata (i.e., catalog info) but not ESS-DIVE sample metadata.
          Additional DM team experts: Montana Smith, Valerie Skye.

      - id: ber_registry:schema-jgi-gold
        title: JGI GOLD
        description: JGI project, sample, and analysis metadata (GOLD).
        created_date: '2026-09-21'
        owner: Valerie Skye
        contact_point:
          contact_name: Valerie Skye
          contact_email: vaskye@lbl.gov
        namespace: jgi_gold
        status: experimental
        is_deprecated: false
        update_schedule: unknown
        access_level: internal
        facility: LBNL
        project_affiliation:
        - JGI
        keywords:
        - project metadata
        - sample metadata
        data_quality_notes: Schemas are experimental and intended to become public; repository URLs
          are currently internal. The Semantic Search service runs locally and is not yet deployed
          on a production server. Schemas are updated intermittently, while source records are updated
          daily. Schemas are based in part on NMDC and are expected to evolve toward alignment with
          bridge-central-schema once available. Entity-specific schemas are registered separately
          as jgi_gold_study, jgi_gold_organism, jgi_gold_biosample, jgi_gold_project, and jgi_gold_analysis.
          The API provides schema-shaped record projections separately from search results and embedding-oriented
          YAML.
        last_modified: '2026-10-14'
        documentation_url: https://code.jgi.doe.gov/dsi/advanced-analysis/data-modeling/semantic-search/-/blob/main/README.md?ref_type=heads
        format:
        - LinkML YAML
        - YAML
        - JSON

      - id: ber_registry:schema-jgi-gold-study
        title: JGI Study
        description: Study metadata from JGI GOLD. Experimental LinkML projection for the Semantic
          Search service.
        created_date: '2026-09-30'
        owner: Valerie Skye
        contact_point:
          contact_name: Valerie Skye
          contact_email: vaskye@lbl.gov
        namespace: jgi_gold_study
        status: experimental
        is_deprecated: false
        update_schedule: irregular
        access_level: internal
        documentation_url: https://code.jgi.doe.gov/dsi/advanced-analysis/data-modeling/semantic-search/-/blob/main/README.md?ref_type=heads
        facility: JGI
        project_affiliation:
        - JGI
        - GOLD
        keywords:
        - schema
        - linkml
        - GOLD
        - study metadata
        format:
        - LinkML YAML
        version: 0.1.0
        lineage: Derived from JGI GOLD and its Semantic Data Dictionary, with reviewed NMDC mappings
          and GOLD extensions.
        data_quality_notes: 'Schema source: https://code.jgi.doe.gov/dsi/advanced-analysis/data-modeling/semantic-search/-/blob/main/schemas/gold_study.yaml?ref_type=heads
          Schema identifier: https://w3id.org/bridge/gold/study. Schemas are experimental and intended
          to become public; repository URLs are currently internal. The Semantic Search service runs
          locally and is not yet deployed on a production server. Schemas are updated intermittently,
          while source records are updated daily. Schemas are based in part on NMDC and are expected
          to evolve toward alignment with bridge-central-schema once available. Relative API paths
          (no production base URL assigned): GET /api/linkml/entities/study for the generated schema;
          GET /api/linkml/entities/study/{identifier}/record for a schema-shaped record. YAML is the
          default response; ?format=json requests JSON. Repository schema snapshots and live dictionary-generated
          schemas may evolve separately.'

      - id: ber_registry:schema-jgi-gold-organism
        title: JGI Organism
        description: Organism metadata from JGI GOLD, including plant and fungal isolates. Experimental
          LinkML projection for the Semantic Search service.
        created_date: '2026-09-30'
        owner: Valerie Skye
        contact_point:
          contact_name: Valerie Skye
          contact_email: vaskye@lbl.gov
        namespace: jgi_gold_organism
        status: experimental
        is_deprecated: false
        update_schedule: irregular
        access_level: internal
        documentation_url: https://code.jgi.doe.gov/dsi/advanced-analysis/data-modeling/semantic-search/-/blob/main/README.md?ref_type=heads
        facility: JGI
        project_affiliation:
        - JGI
        - GOLD
        keywords:
        - schema
        - linkml
        - GOLD
        - organism metadata
        format:
        - LinkML YAML
        version: 0.1.0
        lineage: Derived from JGI GOLD and its Semantic Data Dictionary, with reviewed NMDC mappings
          and GOLD extensions.
        data_quality_notes: 'Schema source: https://code.jgi.doe.gov/dsi/advanced-analysis/data-modeling/semantic-search/-/blob/main/schemas/gold_organism.yaml?ref_type=heads
          Schema identifier: https://w3id.org/bridge/gold/organism. Schemas are experimental and intended
          to become public; repository URLs are currently internal. The Semantic Search service runs
          locally and is not yet deployed on a production server. Schemas are updated intermittently,
          while source records are updated daily. Schemas are based in part on NMDC and are expected
          to evolve toward alignment with bridge-central-schema once available. Relative API paths
          (no production base URL assigned): GET /api/linkml/entities/organism for the generated schema;
          GET /api/linkml/entities/organism/{identifier}/record for a schema-shaped record. YAML is
          the default response; ?format=json requests JSON. Repository schema snapshots and live dictionary-generated
          schemas may evolve separately.'

      - id: ber_registry:schema-jgi-gold-biosample
        title: JGI Biosample
        description: Biosample metadata from JGI GOLD, including sample collection and ecosystem attributes.
          Experimental LinkML projection for the Semantic Search service.
        created_date: '2026-09-30'
        owner: Valerie Skye
        contact_point:
          contact_name: Valerie Skye
          contact_email: vaskye@lbl.gov
        namespace: jgi_gold_biosample
        status: experimental
        is_deprecated: false
        update_schedule: irregular
        access_level: internal
        documentation_url: https://code.jgi.doe.gov/dsi/advanced-analysis/data-modeling/semantic-search/-/blob/main/README.md?ref_type=heads
        facility: JGI
        project_affiliation:
        - JGI
        - GOLD
        keywords:
        - schema
        - linkml
        - GOLD
        - biosample metadata
        format:
        - LinkML YAML
        version: 0.1.0
        lineage: Derived from JGI GOLD and its Semantic Data Dictionary, with reviewed NMDC mappings
          and GOLD extensions.
        data_quality_notes: 'Schema source: https://code.jgi.doe.gov/dsi/advanced-analysis/data-modeling/semantic-search/-/blob/main/schemas/gold_biosample.yaml?ref_type=heads
          Schema identifier: https://w3id.org/bridge/gold/biosample. Schemas are experimental and
          intended to become public; repository URLs are currently internal. The Semantic Search service
          runs locally and is not yet deployed on a production server. Schemas are updated intermittently,
          while source records are updated daily. Schemas are based in part on NMDC and are expected
          to evolve toward alignment with bridge-central-schema once available. Relative API paths
          (no production base URL assigned): GET /api/linkml/entities/biosample for the generated
          schema; GET /api/linkml/entities/biosample/{identifier}/record for a schema-shaped record.
          YAML is the default response; ?format=json requests JSON. Repository schema snapshots and
          live dictionary-generated schemas may evolve separately.'

      - id: ber_registry:schema-jgi-gold-project
        title: JGI Sequencing Project
        description: Sequencing project metadata from JGI GOLD. Experimental LinkML projection for
          the Semantic Search service.
        created_date: '2026-09-30'
        owner: Valerie Skye
        contact_point:
          contact_name: Valerie Skye
          contact_email: vaskye@lbl.gov
        namespace: jgi_gold_project
        status: experimental
        is_deprecated: false
        update_schedule: irregular
        access_level: internal
        documentation_url: https://code.jgi.doe.gov/dsi/advanced-analysis/data-modeling/semantic-search/-/blob/main/README.md?ref_type=heads
        facility: JGI
        project_affiliation:
        - JGI
        - GOLD
        keywords:
        - schema
        - linkml
        - GOLD
        - project metadata
        format:
        - LinkML YAML
        version: 0.1.0
        lineage: Derived from JGI GOLD and its Semantic Data Dictionary, with reviewed NMDC mappings
          and GOLD extensions.
        data_quality_notes: 'Schema source: https://code.jgi.doe.gov/dsi/advanced-analysis/data-modeling/semantic-search/-/blob/main/schemas/gold_project.yaml?ref_type=heads
          Schema identifier: https://w3id.org/bridge/gold/project. Schemas are experimental and intended
          to become public; repository URLs are currently internal. The Semantic Search service runs
          locally and is not yet deployed on a production server. Schemas are updated intermittently,
          while source records are updated daily. Schemas are based in part on NMDC and are expected
          to evolve toward alignment with bridge-central-schema once available. Relative API paths
          (no production base URL assigned): GET /api/linkml/entities/project for the generated schema;
          GET /api/linkml/entities/project/{identifier}/record for a schema-shaped record. YAML is
          the default response; ?format=json requests JSON. Repository schema snapshots and live dictionary-generated
          schemas may evolve separately.'

      - id: ber_registry:schema-jgi-gold-analysis
        title: JGI Analysis Project
        description: Analysis project metadata from JGI GOLD. Experimental LinkML projection for the
          Semantic Search service.
        created_date: '2026-09-30'
        owner: Valerie Skye
        contact_point:
          contact_name: Valerie Skye
          contact_email: vaskye@lbl.gov
        namespace: jgi_gold_analysis
        status: experimental
        is_deprecated: false
        update_schedule: irregular
        access_level: internal
        documentation_url: https://code.jgi.doe.gov/dsi/advanced-analysis/data-modeling/semantic-search/-/blob/main/README.md?ref_type=heads
        facility: JGI
        project_affiliation:
        - JGI
        - GOLD
        keywords:
        - schema
        - linkml
        - GOLD
        - analysis metadata
        format:
        - LinkML YAML
        version: 0.1.0
        lineage: Derived from JGI GOLD and its Semantic Data Dictionary, with reviewed NMDC mappings
          and GOLD extensions.
        data_quality_notes: 'Schema source: https://code.jgi.doe.gov/dsi/advanced-analysis/data-modeling/semantic-search/-/blob/main/schemas/gold_analysis.yaml?ref_type=heads
          Schema identifier: https://w3id.org/bridge/gold/analysis. Schemas are experimental and intended
          to become public; repository URLs are currently internal. The Semantic Search service runs
          locally and is not yet deployed on a production server. Schemas are updated intermittently,
          while source records are updated daily. Schemas are based in part on NMDC and are expected
          to evolve toward alignment with bridge-central-schema once available. Relative API paths
          (no production base URL assigned): GET /api/linkml/entities/analysis for the generated schema;
          GET /api/linkml/entities/analysis/{identifier}/record for a schema-shaped record. YAML is
          the default response; ?format=json requests JSON. Repository schema snapshots and live dictionary-generated
          schemas may evolve separately.'

      - id: ber_registry:schema-kbase-cdm
        title: kbase-cdm
        description: KBase Central Data Model (CDM) schema.
        created_date: "2026-09-21"
        owner: AJ
        contact_point:
          contact_name: AJ
          contact_email: unknown@lbl.gov
        namespace: kbase_cdm
        status: active
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://kbase.github.io/cdm-schema/
        facility: LBNL
        project_affiliation:
          - KBase
        keywords:
          - schema
          - linkml
          - central data model
        format:
          - LinkML YAML
        data_quality_notes: KBase CDM and Credit Metadata schema.

      - id: ber_registry:schema-kbase-credit
        title: kbase-credit
        description: KBase Credit Metadata schema.
        created_date: "2026-09-21"
        owner: AJ
        contact_point:
          contact_name: AJ
          contact_email: unknown@lbl.gov
        namespace: kbase_credit
        status: active
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://www.kbase.us/news/kbase-credit-metadata-schema/
        facility: LBNL
        project_affiliation:
          - KBase
        keywords:
          - schema
          - linkml
          - credit metadata
        format:
          - LinkML YAML

      - id: ber_registry:schema-basalt-schema
        title: BASALT-Schema
        description: >-
          MONet data model broadening to support EMSL in general.
        created_date: "2026-09-21"
        owner: Yuri Corilo
        contact_point:
          contact_name: Yuri Corilo
          contact_email: unknown@lbl.gov
        namespace: basalt_schema
        status: active
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/EMSL-Computing/BASALT-Schema
        facility: PNNL
        project_affiliation:
          - MONet
          - EMSL
        keywords:
          - schema
          - linkml
          - soil
        format:
          - LinkML YAML
        data_quality_notes: >-
          Currently managed on the PNNL internal GitLab but included here
          because Montana, Yuri, and Bea all work on it and similar modelling
          is being built out.

      - id: ber_registry:schema-amsc-open-metadata
        title: AmSC Open Metadata
        description: >-
          American Science Cloud (AmSC) Open Metadata. Not for data loading
          into the lakehouse, but something the registry may need to conform
          or map to in order to be compatible with Open Metadata / American
          Science Cloud. They are working on permission support / access
          control.
        created_date: "2026-09-21"
        owner: Valerie Skye
        contact_point:
          contact_name: Valerie Skye
          contact_email: unknown@lbl.gov
        namespace: amsc_open_metadata
        status: experimental
        is_deprecated: false
        update_schedule: unknown
        access_level: restricted
        facility: Other
        keywords:
          - metadata standard
          - access control
        data_quality_notes: >-
          Not publicly available. Valerie Skye and Val Hendrix have access.
          Karlo Berket is also a good contact for this. Supports embargoed
          data.

      - id: ber_registry:schema-coral
        title: CORAL
        description: >-
          A framework for rigorous self-validated data modeling and
          integrative, reproducible data analysis. In some ways more like a
          data modeling framework (like LinkML), but with support for defining
          specific data types in terms of their parameters, properties, etc.
        created_date: "2026-09-21"
        owner: Unknown
        contact_point:
          contact_name: Unknown
          contact_email: unknown@lbl.gov
        namespace: coral
        status: active
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/jmchandonia/CORAL
        facility: LBNL
        project_affiliation:
          - ENIGMA
        keywords:
          - data modeling framework
        data_quality_notes: Applied in the ENIGMA project.

      - id: ber_registry:schema-geoparquet
        title: GeoParquet
        description: Parquet extension for geospatial data properties.
        created_date: "2026-09-21"
        owner: Unknown
        contact_point:
          contact_name: Unknown
          contact_email: unknown@lbl.gov
        namespace: geoparquet
        status: active
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://geoparquet.org/releases/v1.1.0/
        facility: Other
        keywords:
          - reference standard
          - geospatial
          - parquet

      - id: ber_registry:schema-linkml-test
        title: linkml-test
        description: A LinkML test schema.
        created_date: "2026-09-21"
        owner: Unknown
        contact_point:
          contact_name: Unknown
          contact_email: unknown@lbl.gov
        namespace: linkml_test
        status: experimental
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/pranjan77/linkml-test/blob/main/src/linkml_test/schema/linkml_test.yaml
        keywords:
          - schema
          - linkml
        format:
          - LinkML YAML

      - id: ber_registry:schema-miappe-linkml
        title: miappe-linkml
        description: >-
          A LinkML representation of the MIAPPE plant phenotyping standard.
          Related to the plant phenotyping schema.
        created_date: "2026-09-21"
        owner: Unknown
        contact_point:
          contact_name: Unknown
          contact_email: unknown@lbl.gov
        namespace: miappe_linkml
        status: experimental
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/sierra-moxon/miappe-linkml/blob/main/src/miappe_linkml/schema/miappe_linkml.yaml
        keywords:
          - schema
          - linkml
          - plant phenotyping
          - MIAPPE
        format:
          - LinkML YAML

      - id: ber_registry:schema-pathogen-genomics-package
        title: pathogen-genomics-package
        description: >-
          LinkML schema templates for pathogen genomics, including a
          wastewater template.
        created_date: "2026-09-21"
        owner: Unknown
        contact_point:
          contact_name: Unknown
          contact_email: unknown@lbl.gov
        namespace: pathogen_genomics_package
        status: experimental
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/cidgoh/pathogen-genomics-package/blob/main/templates/wastewater/schema.yaml
        keywords:
          - schema
          - linkml
          - pathogen genomics
        format:
          - LinkML YAML

      - id: ber_registry:schema-nmdc-lakehouse-schema
        title: nmdc-lakehouse-schema
        description: >-
          A flattened LinkML representation of the NMDC schema for lakehouse
          use. Related to nmdc-schema.
        created_date: "2026-09-21"
        owner: Unknown
        contact_point:
          contact_name: Unknown
          contact_email: unknown@lbl.gov
        namespace: nmdc_lakehouse_schema
        status: experimental
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/microbiomedata/nmdc-lakehouse-schema/blob/main/src/nmdc_lakehouse_schema/schema/nmdc_schema_flattened.yaml
        project_affiliation:
          - NMDC
        keywords:
          - schema
          - linkml
          - microbiome
        format:
          - LinkML YAML

      - id: ber_registry:schema-lakehouse-schema-extraction
        title: lakehouse-schema-extraction
        description: >-
          Schemas extracted from lakehouse sources, represented in LinkML.
        created_date: "2026-09-21"
        owner: Unknown
        contact_point:
          contact_name: Unknown
          contact_email: unknown@lbl.gov
        namespace: lakehouse_schema_extraction
        status: experimental
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        documentation_url: https://github.com/sierra-moxon/lakehouse-schema-extraction/tree/main/schemas
        keywords:
          - schema
          - linkml
          - schema extraction
        format:
          - LinkML YAML
        data_quality_notes: >-
          Needs checking subdirectories for LinkML YAML.

      - id: ber_registry:essdive-dataset-metadata
        title: ESS-DIVE Dataset Metadata
        description: >-
          ESS-DIVE Dataset Metadata for publicly available datasets at ess-dive.lbl.gov.
          The Environmental System Science Data Infrastructure for a Virtual Ecosystem (ESS-DIVE)
          is a data repository for Earth and environmental sciences. ESS-DIVE stores data
          generated from research funded by or related to the DOE’s Office of Science Biological and
          Environmental Research program (BER). This includes a variety of observational, experimental,
          modeling and other data products from a wide range of ecological and urban systems. The
          Dataset Metadata fully describe datasets to FAIR standards so that others can more easily
          find and use relevant data from dataset searches.
        created_date: "2026-09-29"
        last_modified: "2026-09-29"
        owner: ESS-DIVE
        contact_point:
          contact_name: ESS-DIVE Support
          contact_email: ess-dive-support@lbl.gov
        namespace: essdive_dataset_metadata
        status: active
        is_deprecated: false
        update_schedule: unknown
        access_level: public
        keywords:
          - dataset metadata
          - environmental science
        project_affiliation:
          - ESS-DIVE
        license: CC0
        facility: LBNL
        documentation_url: https://github.com/ess-dive/essdive-linkml-schemas
        modality: metadata
        data_quality_notes: >-
          ESS-DIVE Dataset Metadata records are reviewed by ESS-DIVE staff for
          completeness and compliance with FAIR standards.
