EDIC Local Digital Twin - Reference Architecture
EDIC Local Digital Twin - Reference Architecture
Infrastructure Provision
Orchestration
Knowledge Management
Descriptive LDT
Reproduction
Data Management
Describe
Predictive LDT
Prediction
Access
Enablement
Sense & Actuate
Trust
Manage
Observability
Simulation
Find and Bind
Manual Intervention
Generate Knowledge
Technical Enablement
Decision Support
Artificial Intelligence
<DT capability>
Intervene
Community Enablement
Digital Foundation / Integration
Prescriptive LDT
Diagnostic LDT
Decide
Integration
AI
Automated / Autonomous Intervention
Autonomous LDT
Explainability
Time Travel
Calculation
Visualisation
Analytics
Digital Twin
Identification & Authorization
(User) Experience
<Course of Action>
Establish LDT CitiVERSE Enablement framework
Establish LDT CitiVERSE Technology framework
Thematic UDT/LDT
LDT / Data Value Stream
Base twin
<Waardestroom>
CDE / Dataspaces
Prospective LDT
DS.AI Data Acquisition & Ingestion
DS.SG Synthetic Data Generation
IR.ET Enterprise System Integration
IC.SR Search
IC.PR Prediction
UX.BV Basic Visualization
UX.DB Dashboards
DS.ST Data Streaming
DS.ON Ontology Management
IR.EG Eng. System Integration
IC.CC Command & Control
IC.AI Artificial Intelligence
UX.AV Advanced Visualization
UX.CI Continuous Intelligence
DS.TR Data Transformation
DS.RP Digital Twin (DT) Model Repository
IR.IO OT/IoT System Integration
IC.OS Orchestration
IC.PS Prescriptive Recommendations
UX.RM Real-time Monitoring
UX.BI Business Intelligence
DS.CX Data Contextualization
DS.IR DT Instance Repository
IR.DT Digital Twin Integration
IC.AL Alerts & Notifications
IC.FL Federated Learning
IC.BR Business Rules
UX.ER Entity Relationship Visualization
UX.BP BPM & Workflow
DS.BP Batch Processing
DS.DS Domain Specific Data Management
IR.CL Collab Platform Integration
IC.RP Reporting
IC.SM Simulation
IC.DL Distributed Ledger & Smart Contracts
UX.XR Extended Reality (AV/VR/MR)
UX.GE Gaming Engine Visualization
DS.RT Real-time Processing
DS.SA Data Storage & Archive Services
IR.AS API Services
IC.AA Data Analysis & Analytics
IC.MA Mathematical Analytics
IC.CS Composition
UX.GM Gamification
UX.3R 3D Rendering
DS.AS Asynchronous Integration
DS.SR Simulation Model Repository
MG.DM Device Management
MG.EL Event Logging
TW.EX Data Encryption
TW.SC Security
TW.SF Safety
TW.RP Responsibility
DS.AG Data Aggregation
DS.AR AI Model Repository
MG.SM System Monitoring
MG.DG Data Governance
TW.DS Device Security
TW.PR Privacy
TW.RL Reliability
TW.RS Resilience
Component Re-use
Dependency Documentation
Register Federation
Semantic Annotation & Mapping
Automated Validation & Testing
Urban Intelligence & ML Inference
Real-time Urban Context Awareness
Citizen Co-creation & Engagement
Decision Recording
Federated Data Sovereignty Service
Proactive Outcome Forecasting Service
Spatio-Temporal Aware
Intervention Recording
Zero Trust Governance & Security
Deployment models
Holistic Situational Awareness
Policy Indicator Calculation Service
Privacy-Preserving Synthetic Data
Collaborative Knowledge Training
Verified Data Assurance
Participatory Data Modification
Digital readiness level assesment
Strategic KPI & Maturity Monitoring
Provide Insight and Transparency
Policy Audit & Reproducibility
Digital readiness capacity building
Opportunity-Finding Simulation Service
LDT Workflow Management Service
Urban Trend & Behavior Analytics Service
<Functionele dienst>
Urban Insight & XR Visualization
Urban Policy Layering
System Availability and assurance
Metadata delivery
Policy Prediction & Simulation
Real-time Urban Response
Immersive Urban Experimentation Service
Decision-Support Visualisation Service
Contextual Indicator Discovery
MIM 7 - Geospatial
MIM 8 - Local Digital Twin
MIM 4 - Personal Data
MIM 3 - Sharing Data
MIM 6 - Securing Data
<Kader / Randvoorwaarde>
MIM 2 - Representing Data
MIM1 - Interlinking Data
MIM 5 - Interoperable AI
MIM0 - Accessing Data
EU LDT Buildings Database
<Product>
Specification Publication Service
Create Building Blocks
Perform Semantic Uplift
<Applicatie Component>
<Data>
<Representation>
<Analysis / Simulation>
Tool 8: AI Notebook
Tool 6: Data Platform
Tool 7: Data Space Ready
Tool 10: Federated Learning
Tool 5: Identity Management
Tool 9: Data Modeller
Tool 3: Participate
Tool 4: City Innovation Planner
Tool 1: Play & Visualize
Tool 2: Use Cases & Scenarios
OGC API Connected Systems
OGC Sensorthings API
OGC API Features
DTaaS Recipe Spec
OWS Context Document
OGC API Processes
OGC API Records
NGSI-LD
<Standaard Interface>
OpenTelemetry
IDS - Catalog Protocol
3D Visualisatie service
Informationservice
Federated Catalogue Service
Participation service
Scenario Service
AR/VR Visualisatie service
Catalogus service
<Applicatie dienst>
SaaS deployment
Data Service
2D Visualisatie service
Logging service
IAM Service
Authenticatie service
Dataservice
Orkestratie service
Processing Service
Visualisatie service
AI Service
City Innovation scenarios
Syntetic Dataservice
AI Model catalog
Datamanagementservice
<Data Object>
JSON
XML
NetCDF
(Geo)Parquet
zarr
GeoJSON
JSON-FG
OGC API Tiles
IFC
Sparql
DCAT-AP
SAREF
LOV
IAM Service
VCs
OID4VC
PROV-O
Specification Framework
Automated Validation Service
JSON-LD Context Generation
JSON Schema
JSON-LD Context
RDF Representation
Base twin
CDE / OUP
Thematic UDT/LDT
<Node>
EU LDT Marketplace
EU LDT Hall
Thematic UDT/LDT
IaaS deployment
<Driver>
Creation of Interoperable European Solutions
<Doel>
<Outcome>
Contribution to Digital Europe Programme’s goals
8. Contribute to the Digital Decade Objectives
3. Support the EU CitiVERSE Vision
5. Strengthen European Strategic Autonomy
13. Move Beyond Research with EDIC-Driven Deployment
12. Focus on Knowledge Building and Academic Engagement
European Library of Architecture Principles
11. Increase Trust Between Cities and Solution Providers
7. Fill Market Gaps with Sovereign Digital Twin Solutions
2. Promote Reusability and Avoid Redundancy
4. Develop a 4-Helix Ecosystem
9. Enhance Data-Driven Decision-Making on Local Priorities
6. Ensure Sustainable Investment and Deployment
1. Federate Technical Assets and Ensure Interoperability
10. Implement Robust Governance at Data and Algorithmic Levels
<Architectuurprincipe>
<Requirement>
<Implicatie>
<Standaard>
<Value>
FAIR Principles for Specifications
Technology-Agnostic Design
Test-Driven Assembly
EU LDT Toolbox Tools
<LDT Solutions>
<LDT Implementations>
LDT Reference Architecture
Architecture Principles
Goals
EDIC Deliverables
Outcomes / Courses of Action
LDT CitiVERSE Capabilities
Solutions / Tools
Semantic Interoperability
Shared Infrastructure Content
eGovERA Business Agnostic Reference Architecture
Shared Organisational Content
Kaders en richtlijnen
Enabling Application Services
LDT CitiVERSE Implementations
eGovERA Capabilities
Shared Knowledge Content
Shared Application Content
Enabling Business Services
Bouwblok
DT Capability types
Business Services
LDT Valuestreams
Assets
eGovERA
LDT
Application Interfaces
Shared Legal Content
Organisatie
eGovERA Driver
LDT CitiVERSE Subcapabilities
Application Services
Enabling Capabilities
Data Services
Integration
Management
Intelligence
Trustworthiness
UX
(EDIC Deliverables - <LDT Solutions>)
(LDT CitiVERSE Subcapabilities - Calculation)
(Solutions / Tools - Assets)
(Kaders en richtlijnen - <Architectuurprincipe>)
(LDT CitiVERSE Subcapabilities - Manage)
(LDT CitiVERSE Subcapabilities - Observability)
(Assets - EU LDT Buildings Database)
(LDT CitiVERSE Subcapabilities - Find and Bind)
(Kaders en richtlijnen - <Implicatie>)
aggregeert (<Product> - <Kader / Randvoorwaarde>)
(LDT CitiVERSE Subcapabilities - Describe)
(LDT CitiVERSE Subcapabilities - Prediction)
(LDT CitiVERSE Subcapabilities - Orchestration)
(LDT CitiVERSE Subcapabilities - Visualisation)
aggregeert (<Product> - <Functionele dienst>)
(LDT CitiVERSE Subcapabilities - Simulation)
(Semantic Interoperability - <Data Object>)
(LDT CitiVERSE Subcapabilities - Time Travel)
(LDT CitiVERSE Subcapabilities - (User) Experience)
(Kaders en richtlijnen - <Driver>)
(LDT CitiVERSE Subcapabilities - Decision Support)
(Kaders en richtlijnen - <Standaard>)
(LDT CitiVERSE Subcapabilities - Analytics)
(LDT CitiVERSE Subcapabilities - Access)
(Kaders en richtlijnen - <Doel>)
(LDT CitiVERSE Subcapabilities - Integration)
(LDT CitiVERSE Subcapabilities - Identification & Authorization)
(LDT CitiVERSE Subcapabilities - Explainability)
(LDT CitiVERSE Subcapabilities - Reproduction)
(LDT CitiVERSE Subcapabilities - Sense & Actuate)
(LDT CitiVERSE Subcapabilities - Trust)
toegekend aan (<Standaard Interface> - <Applicatie dienst>)
(OGC API Connected Systems - Dataservice)
(OpenTelemetry - Logging service)
(OGC API Records - Catalogus service )
(OWS Context Document - Visualisatie service)
(DTaaS Recipe Spec - Orkestratie service)
(OGC API Features - Dataservice)
(OGC Sensorthings API - Dataservice)
(OGC API Processes - Processing Service)
(NGSI-LD - Dataservice)
(IDS - Catalog Protocol - Catalogus service )
regulates (Shared Legal Content - Shared Application Content)
(<Architectuurprincipe> - <Standaard>)
regulates (Shared Legal Content - Shared Infrastructure Content)
(Shared Infrastructure Content - LDT CitiVERSE Implementations)
(Shared Organisational Content - Organisatie)
(Shared Legal Content - Kaders en richtlijnen)
(<Implicatie> - <Architectuurprincipe>)
(Shared Application Content - Bouwblok)
regulates (Shared Legal Content - Shared Knowledge Content)
geassocieerd met (<DT capability> - <DT capability>)
conformeert aan (<Standaard> - <Applicatie dienst>)
regulates (Shared Legal Content - Shared Organisational Content)
(Shared Knowledge Content - <Data Object>)
(Application Interfaces - OGC Sensorthings API)
(LDT CitiVERSE Implementations - <Node>)
(DT Capability types - Descriptive LDT)
(eGovERA Driver - Creation of Interoperable European Solutions)
(LDT Valuestreams - Base twin)
(eGovERA Business Agnostic Reference Architecture - Shared Knowledge Content)
(Solutions / Tools - Tool 7: Data Space Ready)
(Business Services - Decision Recording)
(Application Services - 2D Visualisatie service )
(LDT CitiVERSE Capabilities - Intervene)
(Kaders en richtlijnen - <Outcome>)
(Application Services - 3D Visualisatie service)
(Business Services - Real-time Urban Context Awareness)
(DT Capability types - Prescriptive LDT )
(eGovERA Capabilities - Digital Twin)
(LDT CitiVERSE Capabilities - Generate Knowledge)
(Outcomes / Courses of Action - Establish LDT CitiVERSE Enablement framework)
(LDT CitiVERSE Capabilities - Digital Foundation / Integration)
(Architecture Principles - 1. Federate Technical Assets and Ensure Interoperability)
(Solutions / Tools - Tool 6: Data Platform)
(Business Services - MIM 6 - Securing Data)
(Business Services - Strategic KPI & Maturity Monitoring)
(Business Services - MIM 3 - Sharing Data)
(Business Services - MIM 5 - Interoperable AI)
(Business Services - System Availability and assurance)
(LDT - Decide)
(Business Services - Privacy-Preserving Synthetic Data)
(Business Services - Verified Data Assurance)
(Application Interfaces - OGC API Features)
(Architecture Principles - 5. Strengthen European Strategic Autonomy)
(eGovERA - European Library of Architecture Principles)
(Architecture Principles - 2. Promote Reusability and Avoid Redundancy)
(eGovERA Capabilities - Artificial Intelligence)
(Solutions / Tools - Tool 5: Identity Management)
(Application Interfaces - NGSI-LD)
(Solutions / Tools - EU LDT Marketplace)
(Solutions / Tools - Tool 4: City Innovation Planner)
(LDT - LDT / Data Value Stream)
(Architecture Principles - 3. Support the EU CitiVERSE Vision)
(Application Services - Participation service)
(Application Interfaces - IDS - Catalog Protocol)
(Business Services - Provide Insight and Transparency)
(Enabling Application Services - SaaS deployment)
(Business Services - MIM 2 - Representing Data)
(Business Services - Opportunity-Finding Simulation Service)
(Architecture Principles - 7. Fill Market Gaps with Sovereign Digital Twin Solutions)
(LDT - Digital Foundation / Integration)
(Enabling Application Services - AI Model catalog)
(Outcomes / Courses of Action - Contribution to Digital Europe Programme’s goals)
(Business Services - Holistic Situational Awareness)
(Application Services - Visualisatie service)
(Business Services - Real-time Urban Response)
(Enabling Business Services - Digital readiness capacity building)
(Architecture Principles - 6. Ensure Sustainable Investment and Deployment)
(Kaders en richtlijnen - <Value>)
(DT Capability types - Autonomous LDT)
(Architecture Principles - 10. Implement Robust Governance at Data and Algorithmic Levels)
(Application Interfaces - OWS Context Document)
(Solutions / Tools - Tool 9: Data Modeller)
(Business Services - Intervention Recording)
(Enabling Capabilities - Infrastructure Provision)
(Business Services - Policy Audit & Reproducibility)
(Solutions / Tools - Tool 2: Use Cases & Scenarios)
(Application Services - AR/VR Visualisatie service)
(Architecture Principles - 12. Focus on Knowledge Building and Academic Engagement)
(Architecture Principles - 4. Develop a 4-Helix Ecosystem)
(Business Services - Zero Trust Governance & Security)
(Architecture Principles - 11. Increase Trust Between Cities and Solution Providers)
(Solutions / Tools - Tool 10: Federated Learning)
(Enabling Application Services - IaaS deployment)
(LDT - Generate Knowledge)
(LDT CitiVERSE Subcapabilities - AI)
(LDT CitiVERSE Subcapabilities - Manual Intervention)
(LDT CitiVERSE Capabilities - DT Capability types)
(Business Services - Participatory Data Modification)
(eGovERA Business Agnostic Reference Architecture - Shared Infrastructure Content)
(Business Services - Contextual Indicator Discovery)
(Business Services - Spatio-Temporal Aware)
(Architecture Principles - 8. Contribute to the Digital Decade Objectives)
(eGovERA Business Agnostic Reference Architecture - Shared Legal Content)
(Application Services - Scenario Service)
(Business Services - LDT Workflow Management Service)
(LDT CitiVERSE Capabilities - LDT)
(eGovERA Capabilities - Knowledge Management)
(Architecture Principles - 13. Move Beyond Research with EDIC-Driven Deployment)
(Business Services - Urban Insight & XR Visualization)
(Business Services - Federated Data Sovereignty Service)
(Enabling Business Services - Deployment models)
(Business Services - Urban Policy Layering)
(Application Services - Dataservice)
(Enabling Business Services - Digital readiness level assesment)
(LDT - Intervene)
(LDT CitiVERSE Capabilities - Decide)
(Solutions / Tools - EU LDT Hall)
(eGovERA Business Agnostic Reference Architecture - Shared Application Content)
(Outcomes / Courses of Action - Establish LDT CitiVERSE Technology framework)
(Business Services - Decision-Support Visualisation Service)
(Architecture Principles - 9. Enhance Data-Driven Decision-Making on Local Priorities)
(Business Services - Policy Prediction & Simulation)
(LDT Valuestreams - Thematic UDT/LDT)
(Application Interfaces - OGC API Processes)
(Business Services - Immersive Urban Experimentation Service)
(Business Services - Citizen Co-creation & Engagement)
(Business Services - MIM 7 - Geospatial)
(Kaders en richtlijnen - <Requirement>)
(Solutions / Tools - Tool 8: AI Notebook)
(Solutions / Tools - Tool 3: Participate)
(LDT Valuestreams - CDE / Dataspaces)
(Application Services - City Innovation scenarios)
(Application Interfaces - OGC API Connected Systems)
(DT Capability types - Diagnostic LDT )
(DT Capability types - Predictive LDT )
(Tool 7: Data Space Ready - IDS - Catalog Protocol)
(Business Services - MIM 8 - Local Digital Twin)
(LDT CitiVERSE Subcapabilities - Automated / Autonomous Intervention)
(Business Services - MIM0 - Accessing Data)
(Business Services - Proactive Outcome Forecasting Service)
(eGovERA Business Agnostic Reference Architecture - Shared Organisational Content)
(Business Services - Metadata delivery)
(<Applicatie Component> - <Standaard Interface>)
(eGovERA Capabilities - Data Management)
(Business Services - MIM1 - Interlinking Data)
(LDT CitiVERSE Implementations - <LDT Implementations>)
(Application Interfaces - OpenTelemetry)
(Solutions / Tools - Tool 1: Play & Visualize)
(Business Services - MIM 4 - Personal Data)
(Application Interfaces - OGC API Records)
(Application Interfaces - DTaaS Recipe Spec)
(Business Services - Urban Trend & Behavior Analytics Service)
(Business Services - Policy Indicator Calculation Service)
(Business Services - Urban Intelligence & ML Inference)
(Solutions / Tools - EU LDT Toolbox Tools)
(Business Services - Collaborative Knowledge Training)
flow (<Applicatie Component> - <Applicatie Component>)
(<Value> - <Driver>)
(eGovERA Capabilities - LDT CitiVERSE Capabilities)
(<Driver> - <Doel>)
(Catalogus service - Holistic Situational Awareness)
(Datamanagementservice - Metadata delivery)
(AI Service - Urban Intelligence & ML Inference)
(Processing Service - Urban Trend & Behavior Analytics Service)
(Zero Trust Governance & Security - Identification & Authorization)
(Digital readiness level assesment - Community Enablement)
(Policy Prediction & Simulation - Decision Support)
(Tool 3: Participate - Participation service)
(Deployment models - Community Enablement)
(Policy Audit & Reproducibility - Reproduction)
(Provide Insight and Transparency - Explainability)
(Urban Intelligence & ML Inference - Analytics)
(Real-time Urban Context Awareness - Manage)
(Syntetic Dataservice - Privacy-Preserving Synthetic Data)
(Proactive Outcome Forecasting Service - Prediction)
(Dataservice - Real-time Urban Context Awareness)
(Digital readiness capacity building - Community Enablement)
realiseert (<Applicatie dienst> - <DT capability>)
(Datamanagementservice - Real-time Urban Context Awareness)
(Thematic UDT/LDT - <Representation>)
(<Outcome> - <Doel>)
(SaaS deployment - Deployment models)
(CDE / OUP - IAM Service)
(Authenticatie service - Verified Data Assurance)
realiseert (<Functionele dienst> - <DT capability>)
(Tool 4: City Innovation Planner - City Innovation scenarios)
(Urban Policy Layering - Access)
(Orkestratie service - LDT Workflow Management Service)
(Datamanagementservice - Participatory Data Modification)
(CDE / OUP - Federated Catalogue Service)
(Policy Indicator Calculation Service - Calculation)
(AI Model catalog - Collaborative Knowledge Training)
(Decision-Support Visualisation Service - Visualisation)
(Tool 2: Use Cases & Scenarios - Scenario Service)
(Visualisatie service - Decision-Support Visualisation Service)
(Tool 10: Federated Learning - AI Model catalog)
(<Architectuurprincipe> - <Doel>)
(Urban Trend & Behavior Analytics Service - Analytics)
(Policy Prediction & Simulation - Simulation)
(Datamanagementservice - Contextual Indicator Discovery)
(Visualisatie service - Urban Insight & XR Visualization)
(Contextual Indicator Discovery - Find and Bind)
(IaaS deployment - Deployment models)
(Decision Recording - Decision Support)
(City Innovation scenarios - Strategic KPI & Maturity Monitoring)
(Opportunity-Finding Simulation Service - Simulation)
realizes (<DT capability> - <Course of Action>)
(Spatio-Temporal Aware - Time Travel)
(Intervention Recording - Manual Intervention)
(Thematic UDT/LDT - <Analysis / Simulation>)
(Urban Intelligence & ML Inference - AI)
(LDT CitiVERSE Implementations - Bouwblok)
(Intervention Recording - Automated / Autonomous Intervention)
(Collaborative Knowledge Training - Infrastructure Provision)
(Tool 7: Data Space Ready - Authenticatie service)
(LDT - Establish LDT CitiVERSE Technology framework)
(Federated Data Sovereignty Service - Identification & Authorization)
(Privacy-Preserving Synthetic Data - Manage)
(Holistic Situational Awareness - Integration)
(Urban Insight & XR Visualization - Visualisation)
(Strategic KPI & Maturity Monitoring - (User) Experience)
(CDE / OUP - Data Service)
(Participatory Data Modification - Manage)
realiseert (<Applicatie Component> - <Applicatie dienst>)
(Scenario Service - Policy Prediction & Simulation)
(LDT Workflow Management Service - Orchestration)
(Tool 9: Data Modeller - Syntetic Dataservice)
(Logging service - Policy Audit & Reproducibility)
(Citizen Co-creation & Engagement - (User) Experience)
(Dataservice - Urban Policy Layering)
realiseert (<Applicatie dienst> - <Functionele dienst>)
(Enablement - Establish LDT CitiVERSE Enablement framework)
(Thematic UDT/LDT - <Data>)
(Metadata delivery - Describe)
(System Availability and assurance - Observability)
(Verified Data Assurance - Trust)
(Participation service - Citizen Co-creation & Engagement)
(Dataservice - Spatio-Temporal Aware)
(Real-time Urban Response - Sense & Actuate)
(EDIC Deliverables - Bouwblok)
(Tool 6: Data Platform - Datamanagementservice)
(Immersive Urban Experimentation Service - (User) Experience)
(Collaborative Knowledge Training - AI)
(Tool 5: Identity Management - Authenticatie service)
(Tool 7: Data Space Ready - Catalogus service )
(Tool 6: Data Platform - Dataservice)
(Tool 9: Data Modeller - Dataservice)
(Tool 2: Use Cases & Scenarios - Orkestratie service)
(Tool 8: AI Notebook - Processing Service)
(Tool 8: AI Notebook - AI Service)
(Tool 1: Play & Visualize - Visualisatie service)
(Base twin - Thematic UDT/LDT)
(CDE / OUP - Base twin)
(Intervene - LDT / Data Value Stream)
bedient (<DT capability> - <Waardestroom>)
(Generate Knowledge - LDT / Data Value Stream)
(Decide - LDT / Data Value Stream)
(Base twin - Thematic UDT/LDT)
(Digital Foundation / Integration - LDT / Data Value Stream)
(Analytics - Generate Knowledge)
(Trust - Digital Foundation / Integration)
(Prediction - Generate Knowledge)
(Manual Intervention - Intervene)
(3D Visualisatie service - Visualisatie service)
(Calculation - Generate Knowledge)
(Decision Support - Decide)
(Explainability - Generate Knowledge)
(Sense & Actuate - Digital Foundation / Integration)
(Explainability - Decide)
(2D Visualisatie service - Visualisatie service)
(Observability - Digital Foundation / Integration)
(Describe - Digital Foundation / Integration)
((User) Experience - Generate Knowledge)
(Access - Digital Foundation / Integration)
(Identification & Authorization - Digital Foundation / Integration)
(Time Travel - Digital Foundation / Integration)
(Find and Bind - Digital Foundation / Integration)
(AR/VR Visualisatie service - Visualisatie service)
(Community Enablement - Enablement)
(Visualisation - Generate Knowledge)
(Reproduction - Digital Foundation / Integration)
(Sense & Actuate - Intervene)
(Simulation - Generate Knowledge)
(Technical Enablement - Enablement)
(AI - Generate Knowledge)
(Orchestration - Generate Knowledge)
(Manage - Digital Foundation / Integration)
(Automated / Autonomous Intervention - Intervene)
(Syntetic Dataservice - Dataservice)
(Integration - Digital Foundation / Integration)
(Infrastructure Provision - Technical Enablement)
(Application Interfaces - JSON)
(Application Interfaces - XML)
(Application Interfaces - NetCDF)
(Application Interfaces - (Geo)Parquet)
(Application Interfaces - zarr)
(Application Interfaces - GeoJSON)
(Application Interfaces - JSON-FG)
(GeoJSON - JSON)
(JSON-FG - JSON)
(NGSI-LD - JSON)
(OGC Sensorthings API - JSON)
(OGC API Features - JSON)
(OGC API Connected Systems - JSON)
(Application Interfaces - OGC API Tiles)
(Application Interfaces - IFC)
(Application Interfaces - Sparql)
(OGC API Tiles - Dataservice)
(Sparql - Dataservice)
(Application Interfaces - DCAT-AP)
(IDS - Catalog Protocol - DCAT-AP)
(OGC API Records - DCAT-AP)
(Catalogus service - Metadata delivery)
(Informationservice - Contextual Indicator Discovery)
(Application Interfaces - SAREF)
(Application Interfaces - LOV)
(Informationservice - SAREF)
(Informationservice - LOV)
(Application Services - IAM Service)
(IAM Service - Zero Trust Governance & Security)
(IAM Service - Federated Data Sovereignty Service)
(Application Interfaces - VCs)
(Application Interfaces - OID4VC)
(OID4VC - IAM Service)
(OID4VC - Application Interfaces)
(OID4VC - VCs)
(OpenTelemetry - PROV-O)
(DT Capability types - Prospective LDT)
(Data Services - DS.IR DT Instance Repository)
(Data Services - DS.RP Digital Twin (DT) Model Repository)
(Data Services - DS.AI Data Acquisition & Ingestion)
(Data Services - DS.BP Batch Processing)
(Data Services - DS.ON Ontology Management)
(Data Services - DS.ST Data Streaming)
(Data Services - DS.TR Data Transformation)
(Data Services - DS.SG Synthetic Data Generation)
(Data Services - DS.RT Real-time Processing)
(Data Services - DS.AR AI Model Repository)
(Data Services - DS.CX Data Contextualization)
(Data Services - DS.DS Domain Specific Data Management)
(Data Services - DS.AG Data Aggregation)
(Data Services - DS.SR Simulation Model Repository)
(Data Services - DS.AS Asynchronous Integration)
(Data Services - DS.SA Data Storage & Archive Services)
(Integration - IR.AS API Services)
(Integration - IR.CL Collab Platform Integration)
(Integration - IR.DT Digital Twin Integration)
(Integration - IR.IO OT/IoT System Integration)
(Integration - IR.EG Eng. System Integration)
(Integration - IR.ET Enterprise System Integration)
(Management - MG.DM Device Management)
(Management - MG.EL Event Logging)
(Management - MG.DG Data Governance)
(Management - MG.SM System Monitoring)
(Intelligence - IC.BR Business Rules)
(Intelligence - IC.SM Simulation)
(Intelligence - IC.SR Search)
(Intelligence - IC.CC Command & Control)
(Intelligence - IC.RP Reporting)
(Intelligence - IC.DL Distributed Ledger & Smart Contracts)
(Intelligence - IC.AA Data Analysis & Analytics)
(Intelligence - IC.MA Mathematical Analytics)
(Intelligence - IC.AI Artificial Intelligence)
(Intelligence - IC.OS Orchestration)
(Intelligence - IC.CS Composition)
(Intelligence - IC.PS Prescriptive Recommendations)
(Intelligence - IC.FL Federated Learning)
(Intelligence - IC.PR Prediction)
(Intelligence - IC.AL Alerts & Notifications)
(Trustworthiness - TW.EX Data Encryption)
(Trustworthiness - TW.DS Device Security)
(Trustworthiness - TW.PR Privacy)
(Trustworthiness - TW.SC Security)
(Trustworthiness - TW.SF Safety)
(Trustworthiness - TW.RL Reliability)
(Trustworthiness - TW.RS Resilience)
(Trustworthiness - TW.RP Responsibility)
(UX - UX.AV Advanced Visualization)
(UX - UX.BP BPM & Workflow)
(UX - UX.BI Business Intelligence)
(UX - UX.XR Extended Reality (AV/VR/MR))
(UX - UX.ER Entity Relationship Visualization)
(UX - UX.GM Gamification)
(UX - UX.DB Dashboards)
(UX - UX.BV Basic Visualization)
(UX - UX.GE Gaming Engine Visualization)
(UX - UX.3R 3D Rendering)
(UX - UX.RM Real-time Monitoring)
(UX - UX.CI Continuous Intelligence)
(Data Services - Time Travel)
(Data Services - Find and Bind)
(Data Services - Manage)
(Data Services - Access)
(Data Services - Describe)
(Integration - Reproduction)
(Integration - Sense & Actuate)
(Integration - Integration)
(Intelligence - Decision Support)
(Intelligence - Calculation)
(Intelligence - Prediction)
(Intelligence - Analytics)
(Intelligence - Simulation)
(Intelligence - Orchestration)
(UX - Visualisation)
(UX - (User) Experience)
(Management - Observability)
(Trustworthiness - Trust)
(Trustworthiness - Identification & Authorization)
(Trustworthiness - Explainability)
(Semantic Annotation & Mapping - Technology-Agnostic Design)
(Component Re-use - FAIR Principles for Specifications)
(Register Federation - FAIR Principles for Specifications)
(Dependency Documentation - FAIR Principles for Specifications)
(Automated Validation & Testing - Test-Driven Assembly)
(JSON-LD Context Generation - Perform Semantic Uplift)
(JSON-LD Context Generation - RDF Representation)
(JSON-LD Context Generation - JSON-LD Context)
(Specification Framework - JSON Schema)
(Create Building Blocks - Specification Publication Service)
(Perform Semantic Uplift - Specification Publication Service)
(Specification Publication Service - Component Re-use)
(Specification Publication Service - Register Federation)
(Specification Publication Service - Dependency Documentation)
(Specification Publication Service - Semantic Annotation & Mapping)
(Specification Publication Service - Automated Validation & Testing)
(Specification Framework - JSON-LD Context Generation)
(Automated Validation Service - Create Building Blocks)
(Specification Framework - Specification Publication Service)
(Specification Framework - Automated Validation Service)
LDT-reference architecture
4. LDT reference architecture - application & technology
1. LDT reference architecture - strategy
3. LDT reference architecture - business & application
2. LDT reference architecture - strategy & business
x. Appendix A - Mapping DTC Capabilities
x. Appendix B - Semantic Interoperability Framework
LDT-solutions
LDT solution architecture - business & application solution
EDIC-LDT-CitiVERSE-overview
EDIC-LDT-Metamodel
LDT-CiTiVERSE-Reference-Architecture-Motivation
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Archi®
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