Deliverables Documents, reports (26) Analysis of the spatio-temporal variations of seismicity during fluid injection operations How realtime catalogs can be improved to better characterize seismic activity Workshop reports Report on the 6 workshops planned in the projet 521 Urban seismology PIUGA 522 Hazard assessment PI GFZULIV 523 Site effect PIETHZ 524 Resilience of urban centre PI POLIMI 524 ESR employability PI AON 525 Resilience PIPOLIMI General guidelines to assess soil response in urban areas Report on the development of new GMPE in specific urban like environment including 2D3D site effects with the production of specific database of seismic data Model for prediction of magnitude-recurrence rates for natural and induced swarms. Guidelines for predicting the magnitude distribution for natural and induced earthquake swarms deviations from GutenbergRichter laws Experimental demonstration of the existence of forbidden frequency bands Report on the existence of forbidden frequency bands due to the presence of meta-materials at the geophysical scale, with special attention paid to the urban like environment Case study on non-linear soil response in urban areas Case study on nonlinear soil response in urban areas Magnitude-dependent stress-drop models of European earthquakes Magnitude dependent stress-drop models (and related regional variations) of European earthquakes (focus on the stable continental part of Europe). Final meeting Report and synthesis on the whole project Final report Introducing time dependency in the probabilistic seismichazard assessment Report on the models developed to introducetimedependancy in the probabilistic seismic hazard assessment Development of a systemic seismic risk assessment method and software to evaluate the systemic vulnerability and risk assessment of interconnected systems at urban sub-urban and industrial scales Guidelines and report on the development on systemic seismic risk assessment method and software for risk assessment at the urban scale Special session in international conferences Report on the special sessions focused on Urban seismology and organized by all partners Innovative techniques for soil-structure interaction assessment Report on the development of new techniques for extracting and accounting for soilstructure interaction assessment Spatial variability of earthquake ground motion: insights from 3D numerical simulations Report on the assessment of the spatial variability of the seismic ground motion in urban like environment, including basin effect, through 3D numerical simulations Development of physical-based ground motion model for induced seismicty, case study: Preston New Road, UK. Report presenting the new concepts for predicting ground motion due to induced seismicity in urban like environments developped during the project Time-variant model for damage prediction in urban areas during aftershocks sequences Report on the methods developed to account for the aging and earthquake sequence effect on the seismic vulnerability of structures Testing of site-amplification models used by GMMs Report on tests performed on the reliability of IPE or GMPE for ground motion prediction and their efficiency for decision Toward New Near-Field Ground Motion Prediction Equations for Induced Seismicity Report on the development of new GMPE for induced seismicity including nearfield and specific source terms Regionally adjusted stochastic ground-motion models, associated variabilities, correlations and epistemic uncertainties Report on the stochastic groundmotion models and associated variabilities including epistemic uncertainties disseminated for exploitation of the project results Use of sparse information from earthquakes in urban areas Report on the way to integrate sparse information in urban areas for earthquake ground motion prediction Ground-motion stochastic simulations in Europe Guidelines for groundmotion stochastic simulations in Europe Updated release of SPEED for city seismic response investigations Report and implementation of the the new API for city seismic response in SPEED numerical code Supervisory board of the network Description of the members (CV+letter of acceptance) of Supervisory board of the network Fragility curves of typical RC and masonry structures considering SFSI and aging effects; and infrastructures like levees, embankments and pipelines Guidelines on the assessment of fragility curves of typical RC and masonry structures, including soil-structure interaction and aging effects. Application to structures and infrastructures Summer schools reports and minutes on the 2 workshops planned at 19 and 39 months Ground-Motion modelling as an Image processing task. Integration of new data and associated uncertainty reduction Report on the analysis of the site investigation level for seismic hazard assement and their costbenefits analysis Intensity measure and engineering demand parameter for natural and induced seismicity. Report on the development of building damage prediction equation for natural and induced seismicity accounting for the efficiency and sufficiency of the intensity measures Websites, patent fillings, videos etc. (1) Website+newsletter Communication and information through website date due 3 months and newsletters date due 3 12 24 36 48 months Open Research Data Pilot (1) Data Management Plan Data management plan DMP Publications Peer reviewed articles (36) A physics-informed Bayesian framework for characterizing ground motion process in the presence of missing data Author(s): Yu Chen, Edoardo Patelli, Ben Edwards, Michael Beer Published in: Earthquake Engineering Structural Dynamics, 2023, ISSN 1096-9845 Publisher: Wiley DOI: 10.1002/eqe.3877 Investigation and hazard implication of 1604 Quanzhou earthquake using modern simulation with literature intensity Author(s): Ming-Hsuan Yen, Yi-Wun Mika Liao, Kuo-Fong Ma, and Yuan-Chieh Wu Published in: Terrestrial, Atmospheric and Oceanic sciences journal, Issue 10170839, 2021, ISSN 1017-0839 Publisher: Academia Sinica DOI: 10.3319/tao.2021.01.04.01 Earthquake Early Warning System for Structural Drift Prediction Using Machine Learning and Linear Regressors Author(s): Antonio Giovanni Iaccarino, Philippe Gueguen, Matteo Picozzi, Subash Ghimire Published in: Frontiers in Earth Science, Issue 9, 2021, ISSN 2296-6463 Publisher: Frontiers in Earth Science DOI: 10.3389/feart.2021.666444 Infrastructure seismic risk assessment: an overview and integration to contemporary open tool towards global usage Author(s): Astha Poudel, Kyriazis Pitilakis, Vitor Silva & Anirudh Rao Published in: Bulletin of Earthquake Engineering, 2023, ISSN 1573-1456 Publisher: SpringerLink Global occurrence models for human and economic losses due to earthquakes (1967–2018) considering exposed GDP and population Author(s): Cyrielle Dollet; Philippe Guéguen Published in: Natural Hazards, Issue 15730840, 2021, ISSN 1573-0840 Publisher: Springer Link DOI: 10.1007/s11069-021-04950-z New Challenges for Seismic Risk Mitigation in Urban Areas Author(s): Simone Barani, Aybige Akinci, Karin Sesetyan, Dario Albarello, Philippe Gueguen, Stefano Parolai, Roberto Paolucci and Dimitris Pitilakis Published in: In Frontiers in Earth Science, 2022, ISSN 1664-8714 Publisher: In Frontiers in Earth Science DOI: 10.3389/978-2-83250-790-2 Spatial correlation of broadband earthquake ground motion in Norcia (Central Italy) from physics-based simulations Author(s): Erika Schiappapietra & Chiara Smerzini Published in: Bulletin of Earthquake Engineering, Issue 15731456, 2021, ISSN 1573-1456 Publisher: Springer Link DOI: 10.1007/s10518-021-01160-7 Seismic Hazard and Risk Due to Induced Earthquakes at a Shale Gas Site Author(s): Benjamin Edwards; Helen Crowley; Rui Pinho; Julian J. Bommer Published in: Bulletin of the Seismological Society of America, 2021, ISSN 0037-1106 Publisher: Seismological Society of America DOI: 10.1785/0120200234 A Comparative Study on the Interpretation Procedure of Field Tests for Measuring the Dynamic Impedance of a Surface Footing Author(s): F. de Silva Amendola, D. Pitilakis, & F. Silvestri Published in: Journal of Earthquake Engineering, 2022, ISSN 1363-2469 Publisher: Imperial College Press DOI: 10.1080/13632469.2022.2121334 A comprehensive synthetic database of global seismic losses covering the period 1967–2018 Author(s): Cyrielle Dollet, Philippe Guéguen & Andres Hernandez Published in: Bulletin of Earthquake Engineering, 2023, ISSN 1573-1456 Publisher: Bulletin of Earthquake Engineering Spatial correlation of broadband ground motions from physics‐based numerical simulations Author(s): Maria Infantino, Chiara Smerzini, Jiayue Lin Published in: Earthquake Engineering & Structural Dynamics, 2021, ISSN 0098-8847 Publisher: John Wiley & Sons Inc. DOI: 10.1002/eqe.3461 Bayesian Augmented-Learning Framework for Spectral Uncertainty Quantification of Incomplete Records of Stochastic Processes Author(s): Y. Chen, E. Patelli, B. Edwards, M. Beer Published in: Mechanical Systems and Signal Processing, 2022, Page(s) 21 pages, ISSN 0888-3270 Publisher: Academic Press DOI: 10.2139/ssrn.4405534 Unprecedented seismic swarm in the Maurienne valley (2017–2019) observed by the SISmalp Alpine seismic network: operational monitoring and management Author(s): Philippe Guéguen ; Gael Janex ; Jérôme Nomade ; Mickael Langlais ; Agnès Helmstetter ; Olivier Coutant ; Stéphane Schwartz ; Cyrielle Dollet Published in: Comptes Rendus. Géoscience, 2021, ISSN 1778-7025 Publisher: Académie des Sciences Toward Robust and Routine Determination of Mw for Small Earthquakes: Application to the 2020 Mw 5.7 Magna, Utah, Seismic Sequence Author(s): James Holt; Katherine M. Whidden; Keith D. Koper; Kristine L. Pankow; Kevin Mayeda; James C. Pechmann; Benjamin Edwards; Rengin Gök; William R. Walter Published in: Seismological Research Letters, 2021, ISSN 0895-0695 Publisher: Seismological Society of America Combining Earthquake Ground Motion and Ambient Vibration Recordings to Evaluate a Local High-Resolution Amplification Model—Insight From the Lucerne Area, Switzerland Author(s): Paulina Janusz; Vincent Perron; Christoph Knellwolf; Donat Fäh Published in: Frontiers in Earth Science, Issue 3, 2022, ISSN 2296-6463 Publisher: Frontiers DOI: 10.3929/ethz-b-000546937 Dynamic and Probabilistic Multi-class Prediction of Tunnel Squeezing Intensity Author(s): Yu Chen, Tianbin Li, Peng Zeng, Junjie Ma, Edoardo Patelli, Ben Edwards Published in: Rock Mechanics and Rock Engineering, Issue 53/8, 2020, Page(s) 3521-3542, ISSN 0723-2632 Publisher: Springer Verlag DOI: 10.1007/s00603-020-02138-8 Ranking and Selection of Earthquake Ground‐Motion Models Using the Stochastic Area Metric Author(s): Jaleena Sunny; Marco De Angelis; Benjamin Edwards Published in: Seismological Research Letters, Issue 08950695, 2021, ISSN 0895-0695 Publisher: Seismological Society of America DOI: 10.1785/0220210216 Stress Drop Derived from Spectral Analysis Considering the Hypocentral Depth in the Attenuation Model: Application to the Ridgecrest Region, California Author(s): Dino Bindi; Hoby N. T. Razafindrakoto; Matteo Picozzi; Adrien Oth Published in: Bulletin of the Seismological Society of America, Issue 00371106, 2021, ISSN 0037-1106 Publisher: Seismological Society of America DOI: 10.1785/0120210039 Northward migration of the Javanese volcanic arc along thrust faultsAuthor links open overlay panel Author(s): Matteo Lupi, Pasquale De Gori, Luisa Valoroso, Paola Baccheschi, Riccardo Minetto, Adriano Mazzini Published in: Earth and Planetary Science Letters, Issue 0012821X, 2022, ISSN 0012-821X Publisher: Elsevier BV DOI: 10.1016/j.epsl.2021.117258 The Torsional Response of Civil Engineering Structures during Earthquake from an Observational Point of View Author(s): Philippe Guéguen, Ariana Astorga Published in: Sensors, 2021, ISSN 1424-8220 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) Rapid Near‐Field Attenuation of Ground Motion from Shallow Induced Earthquakes, Case Study: Preston New Road, United Kingdom Author(s): Pungky M. Suroyo; Benjamin Edwards Published in: Seismological research Letters, 2023, ISSN 0895-0695 Publisher: Seismological Society of America Testing Nonlinear Amplification Factors of Ground-Motion Models Author(s): Karina Loviknes, Sreeram Reddy Kotha, Fabrice Cotton, Danijel Schorlemmer Published in: Bulletin of the Seismological Society of America, 2021, ISSN 0037-1106 Publisher: Seismological Society of America DOI: 10.1785/0120200386 Analysis of the Spatio-temporal Evolution of the Maurienne Swarm (French Alps) Based on Earthquake Clustering Author(s): Riccardo Minetto, Agnès Helmstetter, Stéphane Schwartz, Mickaël Langlais, Jérôme Nomade, Philippe Guéguen Published in: Earth and Space Science, 2022, ISSN 2333-5084 Publisher: Wiley DOI: 10.1029/2021ea002097 California earthquake insurance unpopularity: the issue is the price, not the risk perception. Author(s): Adrien Pothon, Philippe Guéguen, Sylvain Buisine, Pierre-Yves Bard Published in: Natural Hazards and Earth System Sciences, 2019, ISSN 1684-9981 Publisher: European Geosciences Union DOI: 10.5194/nhess-2019-29 California earthquake insurance unpopularity: the issue is the price, not the risk perception Author(s): Adrien Pothon, Philippe Gueguen, Sylvain Buisine, Pierre-Yves Bard Published in: Natural Hazards and Earth System Sciences, Issue 19/8, 2019, Page(s) 1909-1924, ISSN 1684-9981 Publisher: European Geosciences Union DOI: 10.5194/nhess-19-1909-2019 NDE1.0: a new database of earthquake data recordings from buildings for engineering applications Author(s): Ariana Astorga, Philippe Guéguen, Subash Ghimire, Toshihide Kashima Published in: Bulletin of Earthquake Engineering, Issue 18/4, 2020, Page(s) 1321-1344, ISSN 1570-761X Publisher: Kluwer Academic Publishers DOI: 10.1007/s10518-019-00746-6 Local and Moment Magnitude Analysis in the Ridgecrest Region, California: Impact on Interevent Ground‐Motion Variability Author(s): Dino Bindi; Riccardo Zaccarelli; Sreeram Reddy Kotha Published in: Bulletin of the Seismological Society of America, Issue 00371106, 2020, ISSN 0037-1106 Publisher: Seismological Society of America DOI: 10.1785/0120200227 A far-field ground motion prediction model for interface earthquakes at the hill zone of Mexico City Author(s): Andres Felipe Hernandez Estrada; Pablo Quinde; MIGUEL LEONARDO-SUAREZ Published in: Crossref, Issue 4, 2023, ISSN 1573-157X Publisher: Springer Link DOI: 10.1007/s10950-023-10132-0 Defining the usable bandwidth of weak-motion records: application to induced seismicity in the Groningen Gas Field, the Netherlands Author(s): Benjamin Edwards & Michail Ntinalexis Published in: Journal of Seismology, Issue 1573157X, 2021, ISSN 1573-157X Publisher: Springer Link DOI: 10.1007/s10950-021-10010-7 Urban scale risk assessment including SSI and site amplification Author(s): Chiara Amendola & Dimitris Pitilakis Published in: Bulletin of Earthquake Engineering, 2023, ISSN 1573-1456 Publisher: Springler Link Analysis of the efficiency of intensity measures from real earthquake data recorded in buildings Author(s): Subash Ghimire, Philippe Guéguen, Ariana Astorga Published in: Soil Dynamics and Earthquake Engineering, 2021, Page(s) 106751, ISSN 0267-7261 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.soildyn.2021.106751 Testing machine learning models for seismic damage prediction at a regional scale using building-damage dataset compiled after the 2015 Gorkha Nepal earthquake Author(s): Subash Ghimire, M. EERI, Philippe Guéguen, Sophie Giffard-Roisin, Danijel Schorlemmer Published in: Earthquake Spectra, Issue 87552930, 2022, ISSN 8755-2930 Publisher: Earthquake Engineering Research Institute DOI: 10.1177/87552930221106495 Structural change detection applying long-term seismic interferometry by deconvolution method to a modern civil engineering structure (New Zealand) Author(s): Anna Maria Skłodowska, Caroline Holden, Philippe Guéguen, John Finnegan, Geoff Sidwell Published in: Bulletin of Earthquake Engineering, 2021, ISSN 1570-761X Publisher: Kluwer Academic Publishers DOI: 10.1007/s10518-021-01110-3 Within ‐and Between‐ Event Variabilities of Strong‐Velocity Pulses of Moderate Earthquakes within Dense Seismic Arrays Author(s): Ming‐Hsuan Yen; Sebastian von Specht; Yen‐Yu Lin; Fabrice Cotton; Kuo‐Fong Ma Published in: Bulletin of the Seismological Society of America, 2021, ISSN 0037-1106 Publisher: Seismological Society of America DOI: 10.1785/0120200376 Foundation impedance functions from full-scale soil-structure interaction tests Author(s): C. Amendola, F. de Silva, A. Vratsikidis, D. Pitilakis, A. Anastasiadis, F. Silvestri Published in: Soil Dynamics and Earthquake Engineering, Issue 141, 2021, Page(s) 106523, ISSN 0267-7261 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.soildyn.2020.106523 A physics-informed Bayesian framework for characterizingground motion process in the presence of missing data Author(s): Yu Chen, Edoardo Patelli, Benjamin Edwards, Michael Beer Published in: Earthquake Engineering and Structural Dynamics, 2023, ISSN 1096-9845 Publisher: Wiley and Sons DOI: 10.1002/eqe.387 Conference proceedings (22) Contribution of Knet and Kik-net data to the Monitoring of Nonlinear properties of the shallow crust Author(s): Luis Fabian Bonilla, Philippe Guéguen, Céline Gélis Published in: 6th IASPEI / IAEE Proceedings, 2021 Publisher: The 6th IASPEI / IAEE International Symposium: Effects of Surface Geology on Seismic Motion An Initial Approach to Estimate the time dependency of Seismic risk in Urban areas - Seismic Hazard component Author(s): A. F. Hernández, S. Drouet, R. Secanell, P. Guéguen Published in: 17WCEE Proceedings, 2020 Publisher: The 17th World Conference on Earthquake Engineering Uncertainty Quantification Over Spectral Estimation Of Stochastic Processes Subject To Gapped Missing Data Using Variational Bayesian Inference Author(s): Y. Chen, E. Patelli, B. Edwards, M. Beer Published in: ISRERM2022 Proceedings, 2022 Publisher: Proceedings Of the International Symposium on reliability Engineering and Risk Management Numerical Coupling of Structural Response and Ground Motion in Multi-scale 3D Physics Based Simulations Author(s): Srihari Sangaraju, Roberto Paolucci, Chiara Smerzini Published in: 3ECEES Proceedings, 2022 Publisher: 3rd European Conference on Earthquake Engineering & Seismology 3D Physics-based ground motion simulation of the 2016 Kumamoto earthquakes Author(s): Srihari Sangaraju, Roberto Paolucci, Chiara Smerzini, Karim Tarbali Published in: 6th IASPEI / IAEE Proceedings, 2021 Publisher: 6th IASPEI / IAEE International Symposium: Effects of Surface Geology on Seismic Motion Combining recordings of earthquake ground-motion and ambient vibration analysis to estimate site response variability in the city of Lucerne, Switzerland Author(s): Janusz, Paulina; Perron, Vincent; id_orcid0000-0003-0283-7843; Knellwolf, Christoph; Imperatori, Walter; Bonilla, Luis Fabian; Fäh, Donat Published in: EGUsphere, Issue 1, 2021 Publisher: Copernicus DOI: 10.3929/ethz-b-000473232 Seismic exceedance rates for an induced seismicity case in the UK considering the temporal variability of the seismicity Author(s): Andres Felipe Hernandez, Philippe Guéguen, Stéphane Drouet, Ben Edwards Published in: 3ECEES Proceedings, 2022 Publisher: 3rd European Conference on Earthquake Engineering & Seismology Stochastic area metric for selection and ranking of models Author(s): Jaleena Sunny, Ben Edwards, Marco de Angelis Published in: "American Geophysical Union, Fall Meeting 2020, abstract #S002-0018", 2020, ISBN 20200020018 Publisher: American Geophysical Union Modelling Rapid Near Field Attenuation from Shallow Induced Earthquakes, Case Study: Preston New Road, UK Author(s): R. Minetto, A. helmstetter, S. Schwartz, M. Langlais, J. Nomade et al Published in: 2021 Publisher: Proceedings Of the Seismological Society of America 2021 Systematic assessment of nonlinear soil behaviour at KiK-net sites (Japan) and correlation with geotechnical and geological indicators Author(s): Karina Loviknes - Paolo Bergamo - Donat Fäh - Fabrice Cotton Published in: 3ECEES Proceedings, 2022 Publisher: Proceedings of the Third European Conference on Earthquake Engineering and Seismology – 3ECEES Concurrent seismic events identification using deep learning Author(s): Y. Chen, M.-H. Yen, R. Zaccarelli, D. Bindi, B. Edwards, E. Patelli Published in: 17WCEE proceedings, 2021 Publisher: 17th World Conference on Earthquake Engineering, 17WCEE Calibration of soil dilatancy parameters using CPT data – the case of Lucerne in central Switzerland Author(s): Janusz Paulina, Bonilla Luis Fabian, Perron Vincent, Fäh Donat Published in: 3ECEES2022 Proceedings, 2022, Page(s) 4747 - 4756 Publisher: 3rd European Conference on Earthquake Engineering and Seismology Evaluation of Seismic Site Response in Urban Areas: Insight from the case of Lucerne, Switzerland Author(s): Janusz, Paulina; Perron, Vincent; id_orcid0000-0003-0283-7843; Imperatori, Walter; Bonilla, Fabian; Fäh, Donat Published in: 6ESG2021 Proceedings, Issue 1, 2021 Publisher: 6th International Symposium on the Effects of Surface Geology on Seismic Motion (ESG6 2021) DOI: 10.3929/ethz-b-000502347 Time-dependent model for an induced seismicity case in the UK Author(s): A. F. Hernandez, S. Drouet, P. Gueguen, B. Edwards, R.Secanell. Published in: 12NCEE2022 Proceedings, 2022 Publisher: Proceedings Of the 12th National Conference on Earthquake Engineering Generating broadband ground motions from physics based numerical simulations using artificial neural networks Author(s): Roberto Paolucci, Srihari Sangaraju, Chiara Smerzini Published in: The 6th IASPEI / IAEE proceedings, 2021 Publisher: The 6th IASPEI / IAEE International Symposium: Effects of Surface Geology on Seismic Motion Evaluation of the variability of soil response in urban environment using reference-site methods: the case of Lucerne, Switzerland Author(s): Janusz, Paulina ; Perron, Vincent ; Knellwolf, Christoph ; Imperatori, Walter ; Bonilla, Fabian ; Fäh, Donat Published in: Abstract Volume 18th Swiss Geoscience Meeting, 2020, Page(s) 182-183 Publisher: Swiss Academy of Science (SCNAT); ETH Zurich DOI: 10.3929/ethz-b-000463814 Earthquake damage prediction of buildings in Nepal using Machine learning. Author(s): Subash Ghimire, Philippe Gueguen, Danijel Schorlemmer Published in: NRA Proceedings, 2020 Publisher: Nepal Reconstruction Authority Soil-Foundation-Structure Interaction Effects on urban scale Vulnerability Assessment Author(s): Chiara Amendola; Dimitris Pitilakis Published in: 3ICONHIC2022 Proceedings, 2022 Publisher: 3rd International Conference on Natural Hazards & Infrastructure Investigation On The Precision Of Local Site Conditions In The Systemic Risk Assessment Of Utility Systems At City Scale Author(s): Astha Poudel, Evi Riga and Kyriazis Pitilakis Published in: ICONHIC2021 Proceedings, 2022 Publisher: Proceeding Of the 3rd International Conference on Natural Hazards & Infrastructure SYNER-G+: Prospect Of Systemic Seismic Risk Assessment Of Interconnected System Author(s): Astha Poudel, Evi Riga, Kyriazis Pitilakis Published in: 3ECEES Proceedings, 2022 Publisher: Proceedings Of the 3rd European Conference on Earthquake Engineering Seismology Validated physics-based numerical simulations of earthquake ground motion in the Thessaloniki area Author(s): C. Smerzini, J. Lin Published in: 3ECEES2022 Proceedings, 2022 Publisher: Proceedings Of the 3rd European Conference on Earthquake Engineering and Seismology Performance and Comparison of Non-linear Dynamic Analyses for Fragility Derivation when using hazard-consistent CS ground motion selection Author(s): Maria Camila Hoyos, Andres Felipe Hernandez Published in: 12NCEE Proceedings, 2022 Publisher: 12th National Conference on Earthquake Engineering Book chapters (1) Urban Seismology: Experimental Approach to Soil–Structure Interaction Towards the Concept of Meta-city Author(s): Philippe Guéguen, Philippe Roux, Andrea Colombi Published in: Deterministic Numerical Modeling of Soil–Structure Interaction, 2021, ISBN 9781119887690 Publisher: Wiley DOI: 10.1002/9781119887690.ch5 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
