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Development of a Decision Support System for increasing the Resilience of Transportation Infrastructure based on combined use of terrestrial and airborne sensors and advanced modelling tools

Deliverables

D9.4 PANOPTIS Roadmap

This deliverable will consist of suggestions for further takeup of the project results drafted in the form of a roadmap

D4.1Advanced and Reliable Models for Natural and Man-Made Hazards

Second version of Advanced and Reliable Models for Natural and Man-Made Hazards

D9.3 Workshop Documentation

This deliverable will synthesise the workshop results and will integrate impressions from the workshop and the project

D6.4 Standard Response Procedures Document

Report on the efficient response procedures based on HRAP what if scenarios coming as the main outcome of Task 63

D8.5.3 Annual Magazine issued 3

Third issue of Annual magazine

D3.1. Report on available climate data and scenario selection

Report on the selection of regional scale climate data and scenarios that will be used for dynamical downscaling. Outcome from Task 3.1

D4.4.1 PANOPTIS resilience framework-V1

This report will include the definition of the PANOPTIS resilience framework and proposed resilience hardening approaches - Version 1. Outcome of Task 4.5

D7.6.1 Reports on pilot testing - V1

Report on the assessment of V1 deployed and tested Outcome of Task 75

D1.4.1: Societal impact report. V1

A report will be delivered to the EC in two versions including all the societal, gender and ethical issues of the project. V1

D8.5.2 Annual Magazine issued 2

Second Annual magazine

D2.4: Geographic data and services inventory

Report on the availability and specifications of geographical and other data services related to CC and geo-hazards. Outcome of Task 2.4

D.5.6 Dynamic link to hazard and resilience assessment

A methodology will be provided to feed the damage and degradation assessments results into the hazard and resilience assessment of WP4, to ensure a dynamic analysis. Outcome of Task 5.6.

D1.3.2: Data Management Plan (2nd version)

All archiving strategies to be followed within the project for the information provided by the data owners during the project and the management of the transport content collected Version 2

D8.3.2 Dissemination and Communication Plan V2

Iterative versions of the DCP, as initially described in Section 2.2 of this document - Outcome of Task 8.2 V2

D8.3.1 Dissemination and Communication Plan V1

Iterative versions of the DCP, as initially described in Section 2.2 of this document - Outcome of Task 8.2

D3.7 Report on site-specific risk parameters and stressor indicators

Collection and assessment of the relevance of primary and secondary impact indicators derived from climate calculations and real time insitu measurements Outcome of Task 37

D3.3.2 Report on the dynamical downscaling of climate and atmospheric impacts - V2

Report on the dynamical downscaling of climate and atmospheric impacts

D4.4.2 PANOPTIS resilience framework-V2

2nd version of 45 report

D8.5.1 Annual Magazine issued 1

Including a four pages’ brochure in A4 format) to be distributed electronically. Magazines will be released on annual basis. Outcome of Task 8.4

D1.3.3: Data Management Plan

All archiving strategies to be followed within the project for the information provided by the data owners during the project and the management of the transport content collected Final version

D5.1. Conceptual framework for remote sensing based RI monitoring

A detailed concept of how the 4 types of remote sensing, including a variety of sensors, can be used optimally for routine monitoring of TI, as well as post-event response and damage mapping. Outcome of Task 5.1.

D2.2: Definition of the System Requirements, Use Cases and KPIs specification

Report containing the detailed specification of PANOPTIS platform functional and non-functional requirements, as well as use cases and KPIs that will be used for validation. Outcome of Task 2.2

D3.3.1 Report on the dynamical downscaling of climate and atmospheric impacts V1

Report on modelling activities aiming to a very-high resolution mapping of climatic and atmospheric impacts. Outcome of Task 3.3 - V1

D3.6 Report on Dynamic Data Assimilation methodology

Continuous update and refinement of numerical modelling results based on insitu measurements Outcome of Task 3

D5.3. Methodology for routine RI monitoring with multi-type remote sensing

The methodology will address all identified types of RI degradation. Outcome of Task 5.3.

D.8.7.2 Report on Standards and Liaison Activities with relevant organisations-V2

Second version of the report

D8.3.3 Dissemination and Communication Plan V3

Iterative versions of the DCP as initially described in Section 22 of this document Outcome of Task 82 V3

D7.6.2 Reports on pilot testing - V2

Reports on pilot testing of V2

D1.4.2: Societal impact report. V2

A report will be delivered to the EC in two versions including all the societal gender and ethical issues of the projectV2

D9.1 PANOPTIS Exploitation Strategy and Business Plan V2

PANOPTIS Exploitation Strategy and Business Plan, V1

D2.5: Report on the RI assets definition and interdependencies

Report including the definition of the studied RI elements that are affecting the transportation service provision. Outcome of Task 2.5

D1.3.0 Initial Data Management Plan

Initial Data Management Plan

D6.3 Business Continuity Models and Adaptation Strategies assessment report

This report will include the assessments of all identified adaptation strategies using HRAP Outcome of Task 6.2

D9.2 Market Analysis

This deliverable will consist of a guide for the route to market for PANOPTIS integration from a potential third party provider perspective

D7.7: Trials assessment and recommendations

Operational and technical assessment of both versions of PANOPTIS at the demo cases plus recommendations towards a future industrialised version Outcome of Task 76

D1.3.1: Data Management Plan (First period)

All archiving strategies to be followed within the project for the information provided by the data owners during the project and the management of the transport content collected. First period.

D.8.7.1 Report on Standards and Liaison Activities with relevant organisations-V1

It will be the direct and main outcome of Task 8.6. Version 1.

D2.1. End-user needs and practices report

Report containing the analysis of current practices, needs and expectations from infrastructure stakeholders. Outcome of Task 2.1

D9.1 PANOPTIS Exploitation Strategy and Business Plan. V1

Initial version of the business case.

Participation in the Pilot on Open Research Data

The document will describe the actions performed by PANOPTIS to participate in the Pilot on open research data

D8.1 Corporate identity and general templates for dissemination material

Provision of the logo and the templates to be used for general dissemination/communication purposes. Outcome of Task 8.1

D3.2 High-resolution surface parameter maps

This deliverable mostly involves the data for the thematic layers of land use and surface parameters for the pilot areas, delivered in a GIS format. Outcome from Task 3.2

D8.4 Information Packs for referenced and networked communication amplifiers

The package xill be annually updated: Will include relevant communications resources including content for Communications Partners websites and social media channels- Outcome of Task 8.4

D4.3.2 Multi-Hazard Vulnerability Modules for RI and related non-RI elements - V2

Second version of D4.3

D4.5 Impact Assessment Model and Overall Organisational Resilience

Outcome of Task 45 regarding all aspects of organisational resilience and provide different models and tools that will assess the overall impacts of different hazards on RI

D5.4 Novel methodologies for damage detection and assessment along the road corridor and a surrounding disaster affected area, using multi-source remote sensing data

The new methods to be developed will focus on novel computer vision and ML methods, including the combined analysis of data from satellites and vehicle-/airborne sensors. Outcome of Task 5.4.

D4.3.1 Multi-Hazard Vulnerability Modules for RI and related non-RI elements - V1

First version of Software and documentation report for the vulnerability assessment of non-RI (by M12) and RI (by M24) elements. Outcome of Task 4.3

D5.5 Comprehensive sensor-based road corridors monitoring scheme

Monitoring method with sensors

Publications

Multi-label deep learning models for continuous monitoring of road infrastructures

Author(s): Eftychios Protopapadakis, Iason Katsamenis, Anastasios Doulamis
Published in: Proceedings of the 13th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2020, Page(s) 1-7, ISBN 9781450377737
Publisher: ACM
DOI: 10.1145/3389189.3397997

Seismic damage and implied traffic delay assessment for a highway bridge of Egnatia Odos Greece

Author(s): Chatzidaki A., Gerontati A., Vamvatsikos D.
Published in: Proceedings of the 3rd European Conference on Earthquake Engineering and Seismology (3ECEES), 2022, Page(s) 1728-1735, ISBN 978-973-100-533-1
Publisher: Editura Conspress

ROAD NETWORK ANALYSIS FOR RISK AND RESILIENCE ASSESSMENT FRAMEWORK OF ROAD INFRASTRUCTURE SYSTEMS

Author(s): SILVIA IENTILE, FRANZSIKA SCHMIDT, CHRISTOPHE CHEVALIER, ANDRE ORCESI, LUCAS ADELAIDE, BOUMEDIENE NEDJAR
Published in: Risk Analysis XII, Issue Risk analysis XII, 2020, Page(s) 197-206, ISBN 9781784664015
Publisher: WIT Press
DOI: 10.2495/risk200171

The HAPI sensor-aware framework for infrastructure risk and resilience assessment

Author(s): Vamvatsikos D., Chatzidaki A.
Published in: Proceedings of the 3rd International Conference on Natural Hazards & Infrastructure ICONHIC 2022, 2022
Publisher: National Technical University of Athens

Road surface friction measurement based on intelligent road sensor and machine learning approaches

Author(s): Mezgeen Rasol, Franziska Schmidt, Silvia Ientile
Published in: EGU General Assembly 2022, 2022
Publisher: EGU
DOI: 10.5194/egusphere-egu22-11730

SEISMIC RESILIENCE ASSESSMENT FOR THE G7 HIGHWAY BRIDGE IN GREECE

Author(s): Akrivi Chatzidaki, Konstantinos Bakalis, Dimitrios Vamvatsikos
Published in: XI International Conference on Structural Dynamics, 2020, Page(s) 3686-3696, ISBN 978-618-85072-2-7
Publisher: EASD
DOI: 10.47964/1120.9302.19761

AUMENTO DE LA RESILIENCIA DE LAS CARRETERAS MEDIANTE EL USO COMBINADO DE TECNOLOGÍA MULTISENSOR Y MODELOS CLIMÁTICOS

Author(s): SEVILLA DE LA LLAVE, Irene; Chrobocinski, Philippe; BAMPAS, Fotios; SCHMIDT, Franziska; KERLE, Norman; KOSTARIDIS, Antonis; Doulamis, Anastasios; RUSSOTTO, Remy
Published in: https://hal.archives-ouvertes.fr/hal-02957520, Issue 1, 2020
Publisher: VI Congreso Ciudades Inteligentes

Sensor-based monitoring systems for resilient road infrastructures

Author(s): Silvia Ientile, Mezgeen Rasol, Franziska Schmidt, Lucas Adelaide, Boumediene Nedjar, Christophe Chevalier, Irène Sevilla de La Llave
Published in: ICONHIC 2022, 3rd International Conference on Natural Hazards and Infrastructure, 2022
Publisher: ICONHIC

Performance-based assessment of a steel lattice power-transmission tower: A case study in Germany

Author(s): Bilionis D.V., Vlachakis K., Bezas M-Z., Tibolt M., Vamvatsikos D., Vayas I.
Published in: Proceedings of the 3rd International Conference on Natural Hazards & Infrastructure ICONHIC 2022, 2022
Publisher: National Technical University of Athens

Modular modeling and risk assessment of power transmission lines under extreme weather hazards

Author(s): Gerontati A., Bilionis D.V., Vamvatsikos D., Tibolt M.
Published in: Proceedings of the 3rd International Conference on Natural Hazards & Infrastructure ICONHIC 2022, 2022
Publisher: National Technical University of Athens

Combined Convolutional Neural Networks and Fuzzy Spectral Clustering for Real Time Crack Detection in Tunnels

Author(s): Anastasios Doulamis, Nikolaos Doulamis, Eftychios Protopapadakis, Athanasios Voulodimos
Published in: 2018 25th IEEE International Conference on Image Processing (ICIP), 2018, Page(s) 4153-4157, ISBN 978-1-4799-7061-2
Publisher: IEEE
DOI: 10.1109/icip.2018.8451758

Downtime Assessment of base-isolated liquid storage tanks

Author(s): Konstantinos BAKALIS, Dimitrios VAMVATSIKOS, Damian N. GRANT & Amar MISTRY
Published in: Proceedings of the SECED 2019 Conference, 2019
Publisher: NTUA

Mixed probabilistic seismic demand models for fragility assessment

Author(s): Chatzidaki A., Vamvatsikos D.
Published in: Proceedings of the SECED 2019 Conference, 2019
Publisher: NTUA

Decision support for road infrastructure resilience: the PANOPTIS perpective

Author(s): Dimitrios VAMVATSIKOS
Published in: Proceedings of the SECED 2019 Conference, 2019
Publisher: NTUA

Prescriptive Approaches in Performance-Based Design? A Case- Study on Base Isolation

Author(s): Athanasia K. Kazantzi, Dimitrios Vamvatsikos
Published in: ICASP13, 2019
Publisher: NTUA

Issues in Harmonization of Seismic Performance via Risk Targeted Spectra

Author(s): Spillatura A., Vamvatsikos D., Bazzurro P., Kohrangi M.
Published in: ICASP13, 2019
Publisher: NTUA

Improving Resilience of Transport Instrastructure to Climate Change and other natural and Manmande events based on the combined use of Terrestrial and Airbone Sensors and Advanced Modelling Tools

Author(s): Irène Sevilla, Philippe Chrobocinski, Fotios Barmpas, Franziska Schmidt, Norman Kerle, Antonis Kostaridis, Anastasios Doulamis, Rémy Russotto
Published in: 2018
Publisher: CONAMA 2018

Atmospheric forcing modelling on critical road infrastructures within the frame of the EU PANOPTIS project, Proceedings of the 37th International Technical Meeting on Air Pollution Modelling and its Application (ITM2019), Hamburg, Germany, 23-27 September

Author(s): Barmpas F., Tsegas G., Hellsten A., Auvinen M., Moussiopoulos N., Karpinnen A., and Chrobocinski P. (2019),
Published in: 2019
Publisher: AUTG

Fragility and loss assessment via mixed probabilistic models of seismic demand

Author(s): Vamvatsikos D., Chatzidaki A.
Published in: 17th World Conference on Earthquake Engineering, 2020
Publisher: 17WCEE

A baseline approach to downscaling Euro-CORDEX data for wind hazard assessment of the Egnatia Odos highway

Author(s): Chatzidaki A., Vamvatsikos D., Auvinen M., Hellsten A., Barmpas F., Lehtonen I.
Published in: Proceedings of the 3rd International Conference on Natural Hazards & Infrastructure ICONHIC 2022, 2022
Publisher: National Technical University of Athens

Seismic vulnerability of motorway bridge on active landslide

Author(s): Loli M., Chatzidaki A., Vamvatsikos D., Gazetas G.
Published in: 17th World Conference on Earthquake Engineering, 2020
Publisher: 17WCEE

Measuring road network resilience by loss of serviceability index for critical road links

Author(s): Sylvia Lentile, Guillaume Bianne, Christophe Chevalier, Franziska Schmidt, Mezgeen Rasol, André Orcesi, Lucas Adelaide, Boumediene Nedjar
Published in: Bridge Engineering, 2022
Publisher: ICE
DOI: 10.1680/jbren.21.00098

Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification

Author(s): Konstantinos Makantasis; Alexandros Georgogiannis; Athanasios Voulodimos; Ioannis Georgoulas; Anastasios Doulamis; Nikolaos Doulamis
Published in: IEEE Access, Issue 12, 2021, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3072973

Background clutter amplitude and frequency of GPR signals to analyse water content in sedimentary deposits: Urban infrastructure environment

Author(s): Mezgeen Rasol, Vega Pérez-Gracia, Sonia Santos Assunção, Ramón González-Drigo, Jaime Clapes, Viviana A. Sossa, Franziska Schmidt
Published in: Environmental Research, 2022, ISSN 0013-9351
Publisher: Academic Press
DOI: 10.1016/j.envres.2022.113189

Post-Disaster Building Damage Detection from Earth Observation Imagery Using Unsupervised and Transferable Anomaly Detecting Generative Adversarial Networks

Author(s): Sofia Tilon, Francesco Nex, Norman Kerle, George Vosselman
Published in: Remote Sensing, Issue 12/24, 2020, Page(s) 4193, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs12244193

Practical performance-based design of friction pendulum bearings for a seismically isolated steel top story spanning two RC towers

Author(s): A. K. Kazantzi, D. Vamvatsikos
Published in: Bulletin of Earthquake Engineering, Issue 19/2, 2021, Page(s) 1231-1248, ISSN 1570-761X
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10518-020-01011-x

A Seismic Design Procedure for Different Performance Objectives for Post-Tensioned Walls

Author(s): Enrique Hernández-Montes, Akrivi Chatzidaki, Luisa María Gil-Martin, Mark Aschheim, Dimitrios Vamvatsikos
Published in: Journal of Earthquake Engineering, 2019, Page(s) 1-18, ISSN 1363-2469
Publisher: Imperial College Press
DOI: 10.1080/13632469.2019.1691678

Current Challenges and Future Trends in Analytical Fragility and Vulnerability Modeling

Author(s): Vitor Silva, Sinan Akkar, Jack Baker, Paolo Bazzurro, José Miguel Castro, Helen Crowley, Matjaz Dolsek, Carmine Galasso, Sergio Lagomarsino, Ricardo Monteiro, Daniele Perrone, Kyriazis Pitilakis, Dimitrios Vamvatsikos
Published in: Earthquake Spectra, Issue 35/4, 2019, Page(s) 1927-1952, ISSN 8755-2930
Publisher: Earthquake Engineering Research Institute
DOI: 10.1193/042418eqs101o

UAV-Based Structural Damage Mapping: A Review

Author(s): Norman Kerle, Francesco Nex, Markus Gerke, Diogo Duarte, Anand Vetrivel
Published in: ISPRS International Journal of Geo-Information, Issue 9/1, 2020, Page(s) 14, ISSN 2220-9964
Publisher: MDPI
DOI: 10.3390/ijgi9010014

Progress and Monitoring Opportunities of Skid Resistance in Road Transport: A Critical Review and Road Sensors

Author(s): Mezgeen A. Rasol; Franziska Schmidt; Silvia Ientile; Lucas Adelaide; Boumediene Nedjar; Malal Kane; Christophe Chevalier
Published in: "Remote Sensing, MDPI, 2021, 13 (18), pp.3729. ⟨10.3390/rs13183729⟩", Issue 11, 2021, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs13183729

INFRASTRUCTURE DEGRADATION AND POST-DISASTER DAMAGE DETECTION USING ANOMALY DETECTING GENERATIVE ADVERSARIAL NETWORKS

Author(s): S. M. Tilon, F. Nex, D. Duarte, N. Kerle, G. Vosselman
Published in: ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences, 2020, ISSN 0924-2716
Publisher: Elsevier BV
DOI: 10.5194/isprs-annals-v-2-2020-573-2020

GPR monitoring for road transport infrastructure: A systematic review and machine learning insights

Author(s): MezgeenRasolaJorge C.PaisbVegaPérez-GraciacMercedesSolladFrancisco M.FernandeseSimonaFontulfDavidAyala-CabreragFranziskaSchmidtaHosseinAssadollahih
Published in: Construction and Building Materials, 2022, ISSN 0950-0618
Publisher: Elsevier BV
DOI: 10.1016/j.conbuildmat.2022.126686

Mixed probabilistic seismic demand models for fragility assessment

Author(s): Chatzidaki A., Vamvatsikos D.
Published in: Bulletin of Earthquake Engineering, Issue 15731456, 2021, Page(s) 6397-6421, ISSN 1573-1456
Publisher: Springer Nature B.V.
DOI: 10.1007/s10518-021-01163-4

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