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eMOTIONAL Cities - Mapping the cities through the senses of those who make them

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Report on the results of the indoor lab experiments (opens in new window)

D5.3 - Report on the results of the indoor lab experiments (Delivery date: M28): documenting the results of the indoor experiments (results with VR/AR, fMRI, high-field EEG) and providing input to WP6.

Report on the indicators characterizing the built environment II (opens in new window)

D6.3 - Report on the indicators characterizing the built environment II (Delivery date: M30): one of the main expected outcomes of this project is to structure a method and a baseline to quantify the physical dimensions of the built environment. This will be possible by framing new indicators based on scientific and dataoriented approaches from the studies on the selected urban cases. These measures will help us to evaluate urban form and urban artefacts as one of the indicators for health and well-being in cities.

Dissemination and Communication Plan I (opens in new window)

D81 Dissemination and Communication Plan I Delivery date M3 operational handbook that provides the strategy for the dissemination and communication activities to be developed under the project

Common dissemination and communication strategy for the cluster (opens in new window)

Document detailing the joint communication and dissemination strategy for the cluster

Description of the SDIs I (opens in new window)

D3.3 - Description of the SDIs I (Delivery date: M25): it will produce a description of the different SDIs, including configuration details, how they can be accessed and used in the context of this research. The SDI will have its own set of public endpoints.

Annual consortium meeting reports III (opens in new window)

D1.4 – Annual consortium meeting reports III (Delivery date: M34): a report with the main conclusions derived by the consortium, advisory board, stakeholders and end-users.

Annual consortium meeting reports II (opens in new window)

D1.3 – Annual consortium meeting reports II (Delivery date: M22): a report with the main conclusions derived by the consortium, advisory board, stakeholders and end-users.

First clinical study project approvals package (opens in new window)

D52 First clinical study project approvals package Delivery date M19 this document will provide detailed information on the procedures that will be implemented for patient recruitment to the T57 clinical study protocol

Joint policy briefs II (opens in new window)

Document describing briefly main messages towards relevant policymakers.

Preliminary Specification of Case Studies (opens in new window)

D7.1 – Preliminary Specification of Case Studies (Delivery date: M25): a technical document that defines the preliminary case studies and specifies the solutions, modelling components involved, scenarios and KPIs that will be evaluated in each case study.

Reports on the dissemination events and stakeholders engaged III (opens in new window)

D8.9 - Reports on the dissemination events and stakeholders engaged III (Delivery date: M48): reports on the different events developed and attended by the project team and stakeholders engaged through the dissemination and communication actions.

Annual consortium meeting reports IV (opens in new window)

D1.5 – Annual consortium meeting reports IV (Delivery date: M47): a report with the main conclusions derived by the consortium, advisory board, stakeholders and end-users.

Glossary of concepts and terminology used in the scoping reviews (opens in new window)

D21 Glossary of concepts and terminology used in the scoping reviews Delivery date M3 given the interdisciplinarity of the project such glossary is critical to the mutual understanding of terms used across disciplines Furthermore this research is meant to be distributed to a wider audience that include stakeholders responsible for policy and programmatic actions to improve urban environments As such a basic understanding of terms and concepts catered to a wider audience is important

A portfolio of metrics and methods for urban health (opens in new window)

D41 A portfolio of metrics and methods for urban health Delivery date M9 building on previous WPs we will be able to select metrics and methods qualitative and quantitative to inform our analysis of the selected case studies These will look at the physical urban fabric and the emotional reactions in case studies but also at the socioeconomic elements and the interplay of both to map the healthwellbeing of places and its agentspopulations

Dissemination and Communication Plan II (opens in new window)

D8.4 - Dissemination and Communication Plan II (Delivery date: M24): operational handbook that provides the strategy for the dissemination and communication activities to be developed under the project.

Reports on the dissemination events and stakeholders engaged II (opens in new window)

D8.6 - Reports on the dissemination events and stakeholders engaged II (Delivery date: M36): reports on the different events developed and attended by the project team and stakeholders engaged through the dissemination and communication actions.

Annual consortium meeting reports I (opens in new window)

D12 Annual consortium meeting reports I Delivery date M10 a report with the main conclusions derived by the consortium advisory board stakeholders and endusers

Reports on the dissemination events and stakeholders engaged I (opens in new window)

D83 Reports on the dissemination events and stakeholders engaged I Delivery date M12 reports on the different events developed and attended by the project team and stakeholders engaged through the dissemination and communication actions

Quantitative/Qualitative Mapping Urban health across the pilot studies and for specific sites identified as ‘hot spots' during the analysis (opens in new window)

D42 QuantitativeQualitative Mapping Urban health across the pilot studies and for specific sites identified as hot spots during the analysis Delivery date M14 the use of traditional data sets eg census with more recent approaches of crowdsourcing data eg content analysis using twitter will create a mixmethods approach that will enable innovative methodologies to deliver detailed analysis of the current landscape of health and wellbeing for the selected cities Also it will allow to zoom in to particular cases that due to the quality of the results might pose interesting avenues to conduct further research

Joint policy briefs III (opens in new window)

Document describing briefly main messages towards relevant policymakers.

Report on the measures on physical/mental health of people II (opens in new window)

D6.4 - Report on the measures on physical/mental health of people II (Delivery date: M38): following the human centred approach, this project will introduce novel measures to identify the physical and mental health of the citizens. These indicators will be based on the experiments from WP5. The report will give better insights on the neuroscience dimensions of human health in urban environments.

Dissemination and Communication Plan III (opens in new window)

D8.7 - Dissemination and Communication Plan III (Delivery date: M40): operational handbook that provides the strategy for the dissemination and communication activities to be developed under the project.

Report on the indicators characterizing the built environment I and measures on physical/mental health of people I (opens in new window)

D6.1 - Report on the indicators characterizing the built environment I and measures on physical/mental health of people I (Delivery date: M24): one of the main expected outcomes of this project is to structure a method and a baseline to quantify the physical dimensions of the built environment. This will be possible by framing new indicators based on scientific and dataoriented approaches from the studies on the selected urban cases. These measures will help us to evaluate urban form and urban artefacts as one of the indicators for health and well-being in cities. Following the human centred approach, this project will introduce novel measures to identify the physical and mental health of the citizens. These indicators will be based on the experiments from WP5. The report will give better insights on the neuroscience dimensions of human health in urban environments.

Cluster brochure (opens in new window)

Leaflet describing the cluster activities and participating projects

Joint policy briefs I (opens in new window)

Document describing briefly main messages towards relevant policymakers

Protocol with methods and metrics for neuroscience experiments (opens in new window)

D51 Protocol with methods and metrics for neuroscience experiments Delivery date M9 this technical document will define the behavioural paradigms to be applied for the indoor experiments as well as the methodologies and metrics both quantitative and qualitative for indoor and outdoor experiments

Showcase results report and Policy recommendations (opens in new window)

D7.7 – Showcase results report and Policy recommendations (Delivery date: M45): containing the final specifications of case studies and specifying the solutions, scenarios and KPIs that will be evaluated in each case study; the scenario discovery experiment, the results obtained, the specific case-studies policy recommendations and overall recommendations for integrating scenario discovery in urban planning decision making.

Data Acquisition Methodologies and Description of the SDIs II (opens in new window)

D3.4 - Data Acquisition Methodologies and Description of the SDIs II (Delivery date: M46): This deliverable will generate publicly available hardware and software specifications for reproducible data collection (e.g., neuroscience and biometric data), including data quality benchmarks and validation (e.g., spatial and temporal synchronization guarantees). These specifications will also be used as guidelines to inform the experimental protocols in WP5. It will produce a description of the different SDIs, including configuration details, how they can be accessed and used in the context of this research. The SDI will have its own set of public endpoints.

Report on the results of the outdoor experiments (opens in new window)

D5.5 - Report on the results of the outdoor experiments (Delivery date: M38): documenting the results of the outdoor experiments, evaluated through the case study specifications defined in WP4 and providing input to WP6.

Final eMOTIONAL Cities theoretical framework (opens in new window)

D2.3 - Final eMOTIONAL Cities theoretical framework (Delivery date: M46): articulate the final research framework adopted and the critical linkages between urban environments and public health in this study to ultimately promote better urban planning and built environments for healthy living.

Preliminary eMOTIONAL Cities conceptual framework (opens in new window)

D22 Preliminary eMOTIONAL Cities conceptual framework Delivery date M6 the scoping reviews will identify different conceptual frameworks used across disciplines relevant to this research Building on the foundation of existing scholarship we will then create a specific conceptual framework that would guide the current study on eMOTIONAL Cities It would include the theoretical underpinnings methods and expected outcomes Furthermore we will suggest research questions to link various aspects of the urban environment to peoples emotions and behaviour that may be addressed within subsequent work programs The deliverable will be a harmonized framework presented as a graphic representation that depicts the main conceptual ideas identified

Architecture definition and code for the generic SDI (opens in new window)

D32 Architecture definition and code for the generic SDI Delivery date M18 on this deliverable we will devise the architecture of the SDI establishing the different software components and how they communicate with each other We will follow a Services Oriented Architecture SOA based on the loose coupling of different software components which can be easily replaced and communicate with each other using web standards eg REST The code for the generic SDI virtualized into docker containers and orchestrated using a dockercompose file will be published in a public repository eg github using a Free and Open Source License FOSS In addition automated build of docker images will be setup on docker hub based on this code Our goal is to provide an easytodeploy SDI which can be reused in the multiple use cases and also beyond the scope of this project

Spatial Analysis toolbox (opens in new window)

D4.5 - Spatial Analysis toolbox (Delivery date: M38): as part of the framework delivered in D.4.4. there will be an up to date portfolio of metrics and methods that the project team and others producing similar studies can select accordantly to the tasks at hand. It stands in itself as a key compilation of a toolbox of spatial analysis for health and well-being – it will be a key publication in the literature of spatial metrics applied to this new research area.

Cluster web portal and visual identity (opens in new window)

Website describing cluster activities and providing links to all individual cluster websites

Scenario Discovery Library II (opens in new window)

D7.6 – Scenario Discovery Library II (Delivery date: M40): a final version of the scenario discovery methodology code and associated technical document with overall architecture and modelling details, inputs, KPIs and other outputs; and including improvements derived from the lessons learnt within the project.

Metamodeling Library II (opens in new window)

D7.4 – Metamodeling Library II (Delivery date: M34): a final version of the metamodeling methodology code and associated technical document with overall architecture and modelling details, inputs, KPIs and other outputs and incorporation of the improvements derived from the lessons learnt within the project.

Scenario Discovery Library I (opens in new window)

D7.3 – Scenario Discovery Library I (Delivery date: M32): a final version of the scenario discovery methodology code and associated technical document with overall architecture and modelling details, inputs, KPIs and other outputs; and including improvements derived from the lessons learnt within the project.

Open access geodatabase I, baseline scenario model development I and georeferenced model of the selected eMOTIONAL cities I (opens in new window)

D6.2 - Open access geodatabase I, baseline scenario model development I and georeferenced model of the selected eMOTIONAL cities I (Delivery date: M27): aligned with the open data concepts of the project (see WP3), we will provide eMOTIONAL cities maps database with open access. The data will be location-based and the database, as an infrastructure will enable the user to upload new sets of data from other cities and locations to learn from each other. The baseline scenario will provide a portrait on how cities, and more specifically artificial urban environment (e.g., urban forms, artefacts and design in general) impacts on peoples mental and physical health, and on peoples travel behaviour in a space-time perspective. Such geovisualisation of urban design will be essential for WP7. Mapping and creating spatial images could be an effective tool to increase awareness of the topic and its impact. Thus, this project will deliver all the collected information in a georeferenced platform (see WP3) that can be spatially analysed, mapped and combined with the already existing datasets.

Baseline scenario model development II and georeferenced model of the selected eMOTIONAL cities II (opens in new window)

D6.6 – Baseline scenario model development II and georeferenced model of the selected eMOTIONAL cities II (Delivery date: M43): the baseline scenario will provide a portrait on how cities, and more specifically artificial urban environment (e.g., urban forms, artefacts and design in general) impacts on peoples mental and physical health, and on peoples travel behaviour in a space-time perspective. Such geovisualisation of urban design will be essential for WP7. Mapping and creating spatial images could be an effective tool to increase awareness of the topic and its impact. Thus, this project will deliver all the collected information in a georeferenced platform (see WP3) that can be spatially analysed, mapped and combined with the already existing datasets.

Dissemination and communication materials developed (opens in new window)

D8.2 - Dissemination and communication materials developed (Delivery date: M8): report on the dissemination and communication materials developed under the project and that will be disseminated to the targeted stakeholders.

Open access geodatabase of eMOTIONAL Cities II (opens in new window)

D6.5 – Open access geodatabase of eMOTIONAL Cities II (Delivery date: M38): Aligned with the open data concepts of the project (see WP3), we will provide eMOTIONAL cities maps database with open access. The data will be location-based and the database, as an infrastructure will enable the user to upload new sets of data from other cities and locations to learn from each other.

Metamodeling Library I (opens in new window)

D7.2 – Metamodeling Library I (Delivery date: M29): a final version of the metamodeling methodology code and associated technical document with overall architecture and modelling details, inputs, KPIs and other outputs and incorporation of the improvements derived from the lessons learnt within the project.

Mapping of cities based on cognitive aspects and emotional responses triggered by the built environment (opens in new window)

D4.3 - Mapping of cities based on cognitive aspects and emotional responses triggered by the built environment (Delivery date: M16): how cities are perceived, how its physical and socio-economic aspects will produce diverse responses to the same elements being lived in and felt are some of the key questions that we will try to map and deliver. In a way demonstrating that the same object in the urban fabric can produce different responses from its users/agents, but also that a top-down approach that tries to deliver public health policy without a careful customization to its local conditions will be less likely of succeed.

A framework for the delivery of Urban Health and Well-being actions for cities and across specific populations (opens in new window)

D4.4 - A framework for the delivery of Urban Health and Well-being actions for cities and across specific populations (Delivery date: M18): this deliverable creates the first contribution to the infrastructure and platform that will allow to deliver different scenarios; it will also produce transferable methodologies that can be replicated elsewhere. In this framework we will be able to identify key databases and its relations, the key attributes and equations, and feedback loops required for certain analysis.

Data Management Plan (DMP) II (opens in new window)

D3.5 - Data Management Plan (DMP) II (Delivery date: M46): this plan will include the following information: a) which data will be collected, processed and generated during the project; b) which methodology and standards will be applied; c) which data will be shared/made open access; d) how data will be curated and preserved. We will adhere to the FAIR principle, aiming to make the research data findable, accessible, interoperable and re-usable, following an “as open as possible, as closed as necessary” approach. Research data will be managed in compliance with the General Data Protection Regulation (GDPR).

Data Management Plan (DMP) I (opens in new window)

D31 Data Management Plan DMP I Delivery date M6 this plan will include the following information a which data will be collected processed and generated during the project b which methodology and standards will be applied c which data will be sharedmade open access d how data will be curated and preserved We will adhere to the FAIR principle aiming to make the research data findable accessible interoperable and reusable following an as open as possible as closed as necessary approach Research data will be managed in compliance with the General Data Protection Regulation GDPR

Publications

Estimating and implementing a Danish activity-based model in SimMobility (opens in new window)

Author(s): Monteiro, M. M., Seshadri, R., & Azevedo, C. M. L.
Published in: Proceedings from the Annual Transport Conference at Aalborg University, Issue vol 29, 2022
Publisher: Aalborg University
DOI: 10.54337/ojs.td.v29i1.7452

The role of green infrastructure in mental health diagnoses, ​depression risk,​and life satisfaction.​ What to know when using a green infrastructure argument in spatial planning discussions?​

Author(s): Leetmaa, K. , Aasa, A., Pikk, J., Kreegipuu, K.
Published in: 2024
Publisher: Regional Studies Association

Exploring residential built-up form typologies in Delhi: a grid-based clustering approach towards sustainable urbanisation (opens in new window)

Author(s): Aviral Marwal, Elisabete A. Silva
Published in: npj Urban Sustainability, Issue 3, 2023, ISSN 2661-8001
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/s42949-023-00112-1

Cities and neuroscience research: A systematic literature review (opens in new window)

Author(s): Ancora LA, Blanco-Mora DA, Alves I, Bonifácio A, Morgado P and Miranda B
Published in: Frontiers in Psychiatry, Issue Volume 13 - 2022, 2022, ISSN 1664-0640
Publisher: Frontiers Research Foundation
DOI: 10.3389/fpsyt.2022.983352

MUSINGS ON NEUROURBANISM, PUBLIC SPACE AND URBAN HEALTH (opens in new window)

Author(s): Bonifácio, A., Morgado, P., Peponi, A., Ancora, L., Blanco-Mora, D. A., Conceição, M., & Miranda, B.
Published in: Revista FINISTERRA - Revista Portuguesa de Geografia, Issue Vol. 58 N.º 122 (AOP) (2023), 2023, ISSN 0430-5027
Publisher: Universidade de Lisboa
DOI: 10.18055/finis29886

Attitudes and Latent Class Choice Models using Machine Learning (opens in new window)

Author(s): Lorena Torres Lahoz, Francisco Camara Pereira, Georges Sfeir, Ioanna Arkoudi, Mayara Moraes Monteiro, Carlos Lima Azevedo
Published in: Journal of Choice Modelling, Issue 49, 2024, Page(s) 100452, ISSN 1755-5345
Publisher: Elsevier BV
DOI: 10.1016/j.jocm.2023.100452

Heat stress mitigation by exploring UTCI hotspots and enhancing thermal comfort through street trees (opens in new window)

Author(s): Silva, Tiago; Matias, Márcia; Girotti, Carolina; Vasconcelos, João; Lopes, António
Published in: Theoretical and Applied Climatology, Issue 162, 2025, ISSN 1434-4483
Publisher: Springer Nature
DOI: 10.1007/s00704-025-05400-7

Thermal stress and comfort assessment in urban areas using Copernicus Climate Change Service Era 5 reanalysis and collected microclimatic data (opens in new window)

Author(s): Tiago Silva, António Lopes, João Vasconcelos, Ata Chokhachian, Malte Wagenfeld & Daniele Santucci
Published in: International Journal of Biometeorology, 2024, ISSN 0020-7128
Publisher: Springer Verlag
DOI: 10.1007/s00484-024-02639-z

The effect of transport infrastructure, congestion and reliability on mental wellbeing: a systematic review of empirical studies (opens in new window)

Author(s): M. A. Conceição, M. M. Monteiro, D. Kasraian, P. E. W. van den Berg, S. Haustein, I. Alves, C. Lima Azevedo & B. Miranda
Published in: Transport Reviews, 2022, ISSN 0144-1647
Publisher: Taylor & Francis
DOI: 10.1080/01441647.2022.2100943

Exposure to surrounding greenness and well-being in Portugal, a cross sectional study (opens in new window)

Author(s): D S Resendes, M S Uva, P Morgado
Published in: European Journal of Public Health, Issue 33, 2023, ISSN 1101-1262
Publisher: Oxford University Press
DOI: 10.1093/eurpub/ckad160.1178

SERVING GEOSPATIAL DATA USING MODERN AND LEGACY STANDARDS: A CASE STUDY FROM THE URBAN HEALTH DOMAIN (opens in new window)

Author(s): J. Simoes and A. Cerciello
Published in: Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci, Issue 09242716, 2022, Page(s) 419–425, ISSN 0924-2716
Publisher: Elsevier BV
DOI: 10.5194/isprs-archives-xlviii-4-w1-2022-419-2022

Health and the Urban Environment: A Bibliometric Mapping of Knowledge Structure and Trends (opens in new window)

Author(s): Taylor Van Winkle, Zeenat Kotval-K, Patricia Machemer and Zenia Kotval
Published in: Sustainability, Issue 20711050, 2022, Page(s) 12320, ISSN 2071-1050
Publisher: MDPI Open Access Publishing
DOI: 10.3390/su141912320

An Urban Image Stimulus Set Generated from Social Media (opens in new window)

Author(s): Kaur, Ardaman, André Leite Rodrigues, Sarah Hoogstraten, Diego Andrés Blanco-Mora, Bruno Miranda, Paulo Morgado, and Dar Mesh
Published in: Data, 2023, ISSN 2306-5729
Publisher: MDPI
DOI: 10.3390/data8120184

Mapping urban health policies: A scoping review of environmental, behavioural and socioeconomic determinants of health (opens in new window)

Author(s): Ana Paula Seraphim, Haifeng Niu, Paulo Morgado, Bruno Miranda, Elisabete A. Silva
Published in: Progress in Planning, Issue 193, 2025, Page(s) 100926, ISSN 0305-9006
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.progress.2024.100926

Estonian National Mental Health Study: Design and methods for a registry-linked longitudinal survey (opens in new window)

Author(s): Laidra, K., Reile, R., Havik, M., Leinsalu, M., Murd, C., Tulviste, J., Tamson, M., Akkermann, K., Kreegipuu, K., Sultson, H., Ainsaar, M., Uusberg, A., Rahno, J., Panov, L., Leetmaa, K., Aasa, A., Veidebaum, T., Lehto, K., & Konstabel, K.
Published in: Brain and Behavior, Issue e3106, 2023, ISSN 2162-3279
Publisher: Wiley Publishing LLC
DOI: 10.1002/brb3.3106

Advancing urban health in Portugal: exploring liveability and its association with mental morbidity (opens in new window)

Author(s): A C Baptista, P Morgado, C Matias Dias, A I Ribeiro, M Sousa Uva
Published in: European Journal of Public Health, Issue 34, 2024, ISSN 1101-1262
Publisher: Oxford University Press
DOI: 10.1093/eurpub/ckae144.1360

Functional brain imaging predicts population-level visits to urban spaces (opens in new window)

Author(s): Ardaman Kaur, André Leite Rodrigues, Sarah Hoogstraten, Diego Andrés Blanco-Mora, Bruno Miranda, Paulo Morgado, Dar Meshi
Published in: bioRxiv, 2024, ISSN 2692-8205
Publisher: bioRxiv
DOI: 10.1101/2024.02.16.580650

Deep-seeded Clustering for Emotion Recognition from Wearable Physiological Sensors (opens in new window)

Author(s): Marta A. Conceição, Antoine Dubois, Sonja Haustein, Bruno Miranda, Carlos Lima Azevedo
Published in: arXiv - Computer Science > Machine Learning, 2023, ISSN 2331-8422
Publisher: Cornell University
DOI: 10.48550/arxiv.2308.09013

Advancing Mobile Neuroscience: A Novel Wearable Backpack for Multi-Sensor Research in Urban Environments (opens in new window)

Author(s): João Amaro, Rafael Ramusga, Ana Bonifácio, João Frazão, André Almeida, Gonçalo Lopes, Ata Chokhachian, Daniele Santucci, Paulo Morgado, Bruno Miranda
Published in: bioRxiv, 2025, ISSN 2692-8205
Publisher: Cold Spring Harbor Laboratory
DOI: 10.1101/2025.04.13.648607

Spatial analysis of mental health, mobility and urban context data using machine-learning techniques.

Author(s): Frederik Ommundsen
Published in: 2023
Publisher: Technical University of Denmark

Investigating the effects of activity patterns and urban context on individuals' emotional state

Author(s): Þórður Örn Stefánsson
Published in: 2023
Publisher: Technical University of Denmark

Città e Complessità: Il caso di Rua das Escolas Gerais a Lisbonna

Author(s): Francesco Leopardi
Published in: 2023
Publisher: Diparttimento di Ingegneria Civile e Ambientale, Università Degli Studi di Perugia

Exploring Bayesian Optimisation for Scenario Discovery in Complex Mobility Simulation

Author(s): Bernard-Michinov A.
Published in: 2023
Publisher: Technical University of Denmark.

Using Decision-Tree Methodologies to Explore Determinants of Health and Wellbeing Outcomes at the Local Authority Scale the Case Study of London.

Author(s): Niu, Haifeng; Tu; Silva, Elisabete A.
Published in: Built Environment, Issue VOLUME 49, NUMBER 2, 2023, Page(s) 248-266
Publisher: Alexandrine Press

The Role of Bluespaces for Well-Being and Mental Health. Rivers as Catalysts for the Quality of Urban Life (opens in new window)

Author(s): Ana Bonifácio
Published in: The Urban Book Series, Urban and Metropolitan Rivers, 2024, Page(s) 207-222
Publisher: Springer International Publishing
DOI: 10.1007/978-3-031-62641-8_12

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