Towards more Earthquake-resilient Urban Societies through a Multi-sensor-based Information System enabling Earthquake Forecasting, Early Warning and Rapid Response actions

Rezultaty

Online service for use of citizen information from smartphone apps for rapid earthquake detection and location estimation (EEW) - (Joint Deliverable with RISE project)

Online service for use of citizen information from smartphone apps for rapid earthquake detection and location estimation (EEW) – (Joint Deliverable with RISE project)

Software for rapid mapping of earthquake losses
Software for improved procedures for rapid mapping of earthquake shaking, including adjustment factors for local site effects (RRE)

Software for improved procedures for rapid mapping of earthquake shaking including adjustment factors for local site effects RRE

Online service for the rapid estimation of shaking using citizen information from smartphone apps (EEW)

Online service for the rapid estimation of shaking using citizen information from smartphone apps EEW

Software and accompanying report on developed improved procedure for OEF
Report on stakeholder performance metrics
Demonstrator and accompanying report of the estimation of seismic magnitude using citizen information from smartphone apps (EEW) - (Joint Deliverable with RISE project)

Demonstrator and accompanying report of the estimation of seismic magnitude using citizen information from smartphone apps EEW Joint Deliverable with RISE project

Online service and accompanying report on the use of citizen information from smartphone apps for rapid earthquake detection and location estimation (EEW) - (Joint Deliverable with RISE project)

Online service and accompanying report on the use of citizen information from smartphone apps for rapid earthquake detection and location estimation EEW Joint Deliverable with RISE project

Report on simplified models for the estimation of seismic functional and systemic losses
Report on knowledge-based exposure modelling framework depending on the accuracy and completeness of available data

Report on knowledgebased exposure modelling framework depending on the accuracy and completeness of available data

Algorithms and accompanying report for Decision Support System (DSS) for RRE

Algorithms and accompanying report for Decision Support System DSS for RRE

Quantitative Analysis of the Social Media Communication and Dissemination and Communication Plan
Algorithms and accompanying report for Decision Support System (DSS) for OEF and EEW

Algorithms and accompanying report for Decision Support System DSS for OEF and EEW

Report on procedure for the characterization of the location of people after an earthquake
Report on protocols for response, emergency management, and safety communication

Report on protocols for response emergency management and safety communication

Software and accompanying report on easy-to-understand maps of potential shaking (OEF, EEW and RRE)

Software and accompanying report on easytounderstand maps of potential shaking OEF EEW and RRE

State-of-the-art review of current EEW/OEF/RRE systems and their application to DRR planning for improved community resilience to earthquake events

Stateoftheart review of current EEWOEFRRE systems and their application to DRR planning for improved community resilience to earthquake events

Software and accompanying report on procedures for rapid mapping of earthquake losses
3rd Report on management, TURNkey platform implementation, upgrades, and instrument deployment across TBs

Report on management TURNkey platform implementation upgrades and instrument deployment across TBs

Report on recommendations on fragility functions for buildings and infrastructure components to be used in a rapid response context
Report on the current state, transformation and systematization of urban infrastructure in TBs

Report on the current state transformation and systematization of urban infrastructure in TBs

Report on the limits and potential applications of current state-of-the-art OEF, EEW and RRE systems for European conditions

Report on the limits and potential applications of current stateoftheart OEF EEW and RRE systems for European conditions

A model Business Continuity and Resilience Plan and Disaster Management Plan framework
Software and accompanying report on improved procedures for rapid mapping of earthquake shaking, including adjustment factors for local site effects (RRE)

Software and accompanying report on improved procedures for rapid mapping of earthquake shaking including adjustment factors for local site effects RRE

Crisis website and accompanying report on the aggregation of in-situ citizen observations

Crisis website and accompanying report on the aggregation of insitu citizen observations

TB Management final report
Report on testing of automated tools and algorithms for the real-time damage detection of physical components

Report on testing of automated tools and algorithms for the realtime damage detection of physical components

Reactions to the TURNkey video demonstrator amongst Civil Protection and First Responders and recommendations for further development

The extensive programme of research with Civil Protection and First Responders will be reported in full in this deliverable The deliverable will also point to the three deliverables containing the results of the different phases of research and the revised usecases D13 D26 and D28 showing the evolution of our understanding and recommendations

1st Report on management, TURNkey platform implementation, upgrades, and instrument deployment across TBs

Report on management TURNkey platform implementation upgrades and instrument deployment across TBs

Literature review on EEWS and OEF communication strategies
Report on seismic ground motion and urban infrastructure monitoring systems across TBs
Report about the demonstration in Alicante
Report on TURNkey platform performance, simulation and validation

Report on TURNkey platform performance simulation and validation

2nd Report on management, TURNkey platform implementation, upgrades, and instrument deployment across TBs

Report on management TURNkey platform implementation upgrades and instrument deployment across TBs

Revised use-cases for the FWCR platform version beta (PAR cycle 1)

Revised usecases for the FWCR platform version beta PAR cycle 1

Report on community resilience and recovery models
Report on reactions to TURNkey prototype amongst citizens and first responders and recommendations further development and dissemination
Online service and accompanying report on the rapid estimation of shaking using citizen information from smartphone apps (EEW)

Report on the rapid estimation of shaking using citizen information from smartphone apps EEW

Revised use-cases for the FWCR platform version 2.0 (PAR cycle 2)

Revised usecases for the FWCR platform version 20 PAR cycle 2

Demonstrator for the estimation of seismic magnitude using citizen information from smartphone apps (EEW) - (Joint Deliverable with RISE project)

Demonstrator for the estimation of seismic magnitude using citizen information from smartphone apps EEW Joint Deliverable with RISE project

Software FWCR Platform available and running

Data Managment Plan

Crisis website on the aggregation of in-situ citizen observations

Crisis website on the aggregation of insitu citizen observations

TURNkey project web portal

Publikacje

Evolution, recent progress and perspectives of the seismic monitoring of building structures in Romania

Autorzy: Tiganescu A., Craifaleanu I.G., Aldea A., Grecu B., Vacareanu R., Toma-Danila D., Balan S.F., Dragomir C.S.
Opublikowane w: Frontiers in Earth Science, Numer 10, 2022, ISSN 2296-6463
Wydawca: Frontiers
DOI: 10.3389/feart.2022.819153

The impact of TURNkey seismic monitoring network in Bucharest

Autorzy: Ștefan Florin BĂLAN, Bogdan Felix APOSTOL, Alexandru ȚIGĂNESCU
Opublikowane w: Scientific Papers. Series E. Land Reclamation, Earth Observation & Surveying, Environmental Engineering, Numer 11, 2022, Strona(/y) 293-300, ISSN 2393-5138
Wydawca: University of Agronomic Sciences and Veterinary Medicine of Bucharest, Faculty of Land Reclamation, Earth Observation&Surveying, Environmental Engineering

Design and Implementation of a Wireless Sensor Network for Seismic Monitoring of Buildings

Autorzy: Julio Antonio Jornet-Monteverde; Juan José Galiana-Merino; Juan Luis Soler-Llorens
Opublikowane w: Sensors, Numer 21, 2021, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21113875

Artificial intelligence-informed planning for the rapid response of hazard-impacted road networks

Autorzy: Li Sun, John Shawe-Taylor, Dina D’Ayala
Opublikowane w: Scientific Reports, Numer 12/1, 2022, Strona(/y) 16286, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-022-19637-z

Seismic Vulnerability Assessment of Critical Port Infrastructure Components by Modelling the Soil-Wharf-Crane Interaction

Autorzy: Ali Güney Özcebe, Francesca Bozzoni, Barbara Borzi
Opublikowane w: Infrastructures, Numer 7/8, 2022, Strona(/y) 102, ISSN 2412-3811
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/infrastructures7080102

Examining the contribution of near real-time data for rapid seismic loss assessment of structures

Autorzy: Enrico Tubaldi; Ekin Ozer; John Douglas J.; Pierre Gehl
Opublikowane w: Structural Health Monitoring, 2021, ISSN 1475-9217
Wydawca: SAGE Publications
DOI: 10.1177/1475921721996218

"""Shaking in 5 seconds!"" A Voluntary Smartphone-based Earthquake Early Warning System"

Autorzy: Rémy Bossu; Francesco Finazzi; Robert Steed; Laure Fallou; István Bondár
Opublikowane w: Seismological Research Letters, Numer 93/1, 2022, Strona(/y) 137-148, ISSN 0895-0695
Wydawca: Seismological Society of America
DOI: 10.1785/0220210180

Earthquake early warning: Recent advances and perspectives

Autorzy: Gemma Cremen; Carmine Galasso
Opublikowane w: Earth-Science Reviews, Numer 205, 2020, ISSN 0012-8252
Wydawca: Elsevier BV
DOI: 10.1016/j.earscirev.2020.103184

Variations in uniform hazard spectra and disaggregated scenarios during earthquake sequences

Autorzy: Alireza Azarbakht, John Douglas
Opublikowane w: Bulletin of Earthquake Engineering, 2022, ISSN 1573-1456
Wydawca: Springer
DOI: 10.21203/rs.3.rs-1584506/v1

Rapid earthquake loss updating of spatially distributed systems via sampling-based bayesian inference

Autorzy: Pierre Gehl; Rosemary Fayjaloun; Li Sun; Enrico Tubaldi; Caterina Negulescu; Ekin Özer; Dina D’Ayala
Opublikowane w: Bulletin of Earthquake Engineering, Numer 10, 2022, ISSN 1573-1456
Wydawca: Sringer
DOI: 10.1007/s10518-022-01349-4

Synergistic bridge modal analysis using frequency domain decomposition, observer Kalman filter identification, stochastic subspace identification, system realization using information matrix, and autoregressive exogenous model

Autorzy: Thanh T.X.Tran; Ekin Ozer
Opublikowane w: Mechanical Systems and Signal Processing, Numer 160, 2021, Strona(/y) 107818, ISSN 0888-3270
Wydawca: Academic Press
DOI: 10.1016/j.ymssp.2021.107818

A decision‐making methodology for risk‐informed earthquake early warning

Autorzy: Gemma Cremen, Carmine Galasso
Opublikowane w: Computer-Aided Civil and Infrastructure Engineering, Numer 36/6, 2021, Strona(/y) 747-761, ISSN 1093-9687
Wydawca: Blackwell Publishing Inc.
DOI: 10.1111/mice.12670

Analysis of radon measurements in relation to daily seismic activity

Autorzy: Galiana-Merino J.J., Molina S., Kharazian A., Toader V.E., Moldovan I.A., Gómez I.
Opublikowane w: Sensors, Numer 22(11), 2022, Strona(/y) 4160, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22114160

Risk-targeted hazard maps for Spain

Autorzy: A. Kharazian; S. Molina; J. J. Galiana-Merino; N. Agea-Medina
Opublikowane w: Bulletin of Earthquake Engineering, Numer 19/13, 2021, Strona(/y) 5369–5389, ISSN 1573-1456
Wydawca: Springer
DOI: 10.1007/s10518-021-01189-8

Derivation of a near-surface damping model for the Groningen gas field

Autorzy: Ruigrok E., Rodriguez-Marek A., Edwards B., Kruiver P.P., Dost B., Bommer J.
Opublikowane w: Geophysical Journal International, Numer 230 (2), 2022, Strona(/y) 776-795, ISSN 0956-540X
Wydawca: Geological Society by Blackwell Scientific
DOI: 10.1093/gji/ggac069

The Geomagnetic Field Variations Recorded In Vrancea Zone During 2008-2013 And The Seismic Energy Release

Autorzy: Mihai Andrei, Moldovan Iren Adelina, Toader Victorin Emilian, Radulian Mircea
Opublikowane w: Romanian Reports in Physics, 2020, ISSN 1221-1451
Wydawca: Editura Academiei Romane

Rapid Public Information and Situational Awareness After the November 26, 2019, Albania Earthquake: Lessons Learned From the LastQuake System

Autorzy: Rémy Bossu, Laure Fallou, Matthieu Landès, Fréderic Roussel, Sylvain Julien-Laferrière, Julien Roch, Robert Steed
Opublikowane w: Frontiers in Earth Science, Numer 8, 2020, ISSN 2296-6463
Wydawca: Frontiers
DOI: 10.3389/feart.2020.00235

Comparing the Performance of Regional Earthquake Early Warning Algorithms in Europe

Autorzy: Elisa Zuccolo, Gemma Cremen, Carmine Galasso
Opublikowane w: Frontiers in Earth Science, Numer 9, 2021, Strona(/y) 425, ISSN 2296-6463
Wydawca: Frontiers Media S.A.
DOI: 10.3389/feart.2021.686272

A decision-making approach for operational earthquake forecasting

Autorzy: Alireza Azarbakht; Archie Rudman; John Douglas
Opublikowane w: International Journal of Disaster Risk Reduction, Numer 66, 2021, Strona(/y) 102591, ISSN 2212-4209
Wydawca: Elsevier Limited
DOI: 10.1016/j.ijdrr.2021.102591

Efficacy and Usefulness of an Independent Public Earthquake Early Warning System: A Case Study—The Earthquake Network Initiative in Peru

Autorzy: Laure Fallou; Francesco Finazzi; Remy Bossu
Opublikowane w: Seismological Research Letters, 2022, ISSN 0895-0695
Wydawca: Seismological Society of America
DOI: 10.1785/0220210233

Machine learning and structural health monitoring overview with emerging technology and high-dimensional data source highlights

Autorzy: Malekloo, A., Ozer, E., AlHamaydeh, M., & Girolami, M.
Opublikowane w: Structural Health Monitoring, 2021, Strona(/y) 1.47592E+16, ISSN 1475-9217
Wydawca: SAGE Publications
DOI: 10.1177/14759217211036880

Raspberry Shake-Based Rapid Structural Identification of Existing Buildings Subject to Earthquake Ground Motion: The Case Study of Bucharest

Autorzy: Ali Güney Özcebe, Alexandru Tiganescu, Ekin Ozer, Caterina Negulescu, Juan Jose Galiana-Merino, Enrico Tubaldi, Dragos Toma-Danila, Sergio Molina, Alireza Kharazian, Francesca Bozzoni, Barbara Borzi, Stefan Florin Balan
Opublikowane w: Sensors, Numer 22/13, 2022, Strona(/y) 4787, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22134787

Predicting approximate seismic responses in multistory buildings from real-time earthquake source information, for earthquake early warning applications

Autorzy: Gemma Cremen; Omar Velazquez; Benazir Orihuela; Carmine Galasso
Opublikowane w: Bulletin of Earthquake Engineering, Numer 19/12, 2021, Strona(/y) 4865-4885, ISSN 1573-1456
Wydawca: Springer
DOI: 10.1007/s10518-021-01088-y

A Likert Scale-Based Model for Benchmarking Operational Capacity, Organizational Resilience, and Disaster Risk Reduction

Autorzy: Gianluca Pescaroli, Omar Velazquez, Irasema Alcántara-Ayala, Carmine Galasso, Patty Kostkova, David Alexander
Opublikowane w: International Journal of Disaster Risk Science, Numer 11/3, 2020, Strona(/y) 404-409, ISSN 2095-0055
Wydawca: Springer Science and Business Media
DOI: 10.1007/s13753-020-00276-9

Time-Dependent Framework for Analyzing Emergency Intervention Travel Times and Risk Implications due to Earthquakes. Bucharest Case Study

Autorzy: Toma-Danila D., Tiganescu A., D’Ayala D., Armas I., Sun L.
Opublikowane w: Frontiers in Earth Science, Numer 10, 2022, Strona(/y) 834052, ISSN 2296-6463
Wydawca: Frontiers
DOI: 10.3389/feart.2022.834052

Automated and Model-Free Bridge Damage Indicators with Simultaneous Multiparameter Modal Anomaly Detection

Autorzy: Thanh T. X. Tran, Ekin Ozer
Opublikowane w: Sensors, Numer 20/17, 2020, Strona(/y) 4752, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20174752

Accuracy and Uncertainty Analysis of Selected Methodological Approaches to Earthquake Early Warning in Europe

Autorzy: Gemma Cremen; Elisa Zuccolo; Carmine Galasso
Opublikowane w: Seismological Research Letters, Numer 92, 2021, Strona(/y) 2321–2332, ISSN 0895-0695
Wydawca: Seismological Society of America
DOI: 10.1785/0220200414

Rapid earthquake response: The state-of-the art and recommendations with a focus on European systems

Autorzy: Simon Guérin-Marthe, Pierre Gehl, Caterina Negulescu, Samuel Auclair, Rosemary Fayjaloun
Opublikowane w: International Journal of Disaster Risk Reduction, 2020, Strona(/y) 101958, ISSN 2212-4209
Wydawca: Elsevier Limited
DOI: 10.1016/j.ijdrr.2020.101958

Cost–benefit analyses to assess the potential of Operational Earthquake Forecasting prior to a mainshock in Europe

Autorzy: John Douglas, Alireza Azarbakht
Opublikowane w: Natural Hazards, 2020, ISSN 0921-030X
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s11069-020-04310-3

A review of the technical and socio-organisational components of earthquake early warning systems

Autorzy: Omar Velazquez, Gianluca Pescaroli, Gemma Cremen, Carmine Galasso
Opublikowane w: Frontiers in Earth Science, Numer 8, 2020, ISSN 2296-6463
Wydawca: Frontiers
DOI: 10.3389/feart.2020.533498

A deep neural network framework for real-time on-site estimation of acceleration response spectra of seismic ground motions.

Autorzy: Fayaz J., Galasso C
Opublikowane w: Computer-Aided Civil and Infrastructure Engineering, 2022, Strona(/y) 1-17, ISSN 1093-9687
Wydawca: Blackwell Publishing Inc.
DOI: 10.1111/mice.12830

Integrating strong-motion recordings and twitter data for a rapid shakemap of macroseismic intensity

Autorzy: Rosemary Fayjaloun, Pierre Gehl, Samuel Auclair, Faïza Boulahya, Simon Guérin-Marthe, Agathe Roullé
Opublikowane w: International Journal of Disaster Risk Reduction, 2020, Strona(/y) 101927, ISSN 2212-4209
Wydawca: Elsevier Limited
DOI: 10.1016/j.ijdrr.2020.101927

High spatial-resolution loss estimation using dense array strong-motion near-fault records. Case study for Hveragerði and the Mw6.3 Ölfus earthquake, South Iceland.

Autorzy: Darzi A., Bessason B., Halldorsson B., Molina S., Kharazian A., Moosapoor M.
Opublikowane w: International Journal of Disaster Risk Reduction, Numer 73, 2022, Strona(/y) 102894, ISSN 2212-4209
Wydawca: Elsevier Limited
DOI: 10.1016/j.ijdrr.2022.102894

The Earthquake Network Project: A Platform for Earthquake Early Warning, Rapid Impact Assessment, and Search and Rescue

Autorzy: Francesco Finazzi
Opublikowane w: Frontiers in Earth Science, Numer 8, 2020, ISSN 2296-6463
Wydawca: Frontiers
DOI: 10.3389/feart.2020.00243

Investigating the potential effectiveness of earthquake early warning across Europe

Autorzy: Gemma Cremen, Carmine Galasso, Elisa Zuccolo
Opublikowane w: Nature Communications, Numer 13(1), 2022, Strona(/y) 639, ISSN 2041-1723
Wydawca: Nature Publishing Group
DOI: 10.1038/s41467-021-27807-2

"""Evaluation of macroseismic intensity, strong ground motion pattern and fault model of the 19 July 2019 Mw5.1 earthquake west of Athens"""

Autorzy: Kouskouna V.; Ganas A.; Kleanthi M.; Kassaras I.; Sakellariou N.; Sakkas G.; Papaioannou Ch.; Valkaniotis S.; Bozionelos G.; Manousou E.;Tsironi V.; Karamitros I.; Tavoularis N.; Bossu R.
Opublikowane w: Journal of Seismology, Numer 25/3, 2021, Strona(/y) 747-769, ISSN 1573-157X
Wydawca: Springer
DOI: 10.1007/s10950-021-09990-3

Vibration-Based and Near Real-Time Seismic Damage Assessment Adaptive to Building Knowledge Level

Autorzy: Ozer E., Özcebe A.G., Negulescu C., Kharazian A., Borzi B., Bozzoni F., Molina S., Peloso S., Tubaldi E.
Opublikowane w: Buildings, Numer 12(4), 2022, Strona(/y) 416, ISSN 2075-5309
Wydawca: MDPI
DOI: 10.3390/buildings12040416

Developing a risk-informed decision-support system for earthquake early warning at a critical seaport

Autorzy: Gemma Cremen; Francesca Bozzoni; Silvia Pistorio; Carmine Galasso
Opublikowane w: Reliability Engineering & System Safety, Numer 218, Part A, 2022, ISSN 1879-0836
Wydawca: Elsevier
DOI: 10.1016/j.ress.2021.108035

Needs and opportunities for seismic early warning prior to aftershocks for search and rescue teams: An in-depth analysis of practitioners’ perceptions

Autorzy: Samuel Auclair; Pierre Gehl; Mickael Delatre
Opublikowane w: International Journal of Disaster Risk Reduction, Numer 65, 2021, Strona(/y) 102545, ISSN 2212-4209
Wydawca: Elsevier Limited
DOI: 10.1016/j.ijdrr.2021.102545

Network-risk: an open GIS toolbox for estimating the implications of transportation network damage due to natural hazards, tested for Bucharest, Romania

Autorzy: Dragos Toma-Danila, Iuliana Armas, Alexandru Tiganescu
Opublikowane w: Natural Hazards and Earth System Sciences, Numer 20/5, 2020, Strona(/y) 1421-1439, ISSN 1684-9981
Wydawca: Copernicus Publications
DOI: 10.5194/nhess-20-1421-2020

Citizen Seismology Without Seismologists? Lessons Learned From Mayotte Leading to Improved Collaboration

Autorzy: Laure Fallou, Rémy Bossu, Matthieu Landès, Julien Roch, Frédéric Roussel, Robert Steed, Sylvain Julien-Laferrière
Opublikowane w: Frontiers in Communication, Numer 5, 2020, ISSN 2297-900X
Wydawca: Frontiers
DOI: 10.3389/fcomm.2020.00049

Sensitivity of Earthquake Damage Estimation to the Input Data (Soil Characterization Maps and Building Exposure): Case Study in the Luchon Valley, France

Autorzy: Rosemary Fayjaloun, Caterina Negulescu, Agathe Roullé, Samuel Auclair, Pierre Gehl, Marta Faravelli
Opublikowane w: Geosciences, Numer 11/6, 2021, Strona(/y) 249, ISSN 2076-3263
Wydawca: MDPI
DOI: 10.3390/geosciences11060249

Accurate Locations of Felt Earthquakes Using Crowdsource Detections

Autorzy: István Bondár, Robert Steed, Julien Roch, Rémy Bossu, Andres Heinloo, Joachim Saul, Angelo Strollo
Opublikowane w: Frontiers in Earth Science, Numer 8, 2020, ISSN 2296-6463
Wydawca: Frontiers
DOI: 10.3389/feart.2020.00272

FUNDAMENTAL PERIOD RELATIONSHIP OF RC-BUILDINGS IN ALICANTE PROVINCE (SPAIN). A FIRST STEP TO SOIL-STRUCTURE RESONANCE MAPS

Autorzy: Noelia Agea-Medina, Alireza Kharazian, Sergio Molina, Juan José Galiana-Merino, Juan Luís Soler-Llorens
Opublikowane w: XI International Conference on Structural Dynamics, Numer Vol.II, 2020, Strona(/y) 4678-4686, ISBN 978-618-85072-2-7
Wydawca: EASD
DOI: 10.47964/1120.9380.19895

RISK-TARGETED MAPS FOR ALICANTE PROVINCE (SPAIN)

Autorzy: Alireza Kharazian, Sergio Molina, Juan Jose Galiana-Merino, Noelia Agea-Medina
Opublikowane w: XI International Conference on Structural Dynamics, Numer Vol.II, 2020, Strona(/y) 3607-3617, ISBN 978-618-85072-2-7
Wydawca: EASD
DOI: 10.47964/1120.9296.18851

Part Four. Smartphone applications for infrastructure monitoring. Structural health monitoring

Autorzy: Ekin Ozer; Maria Q Feng
Opublikowane w: Start-Up Creation (Second Edition), Numer 1, 2020, Strona(/y) 345-367, ISBN 978-0-12-819946-6
Wydawca: Woodhead Publishing
DOI: 10.1016/b978-0-12-819946-6.00013-8

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