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PRE-DISposal management of radioactive waste

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

Final report on interaction with end users in metallic waste
Synthesis report on management of metallic waste streams
Report on adaptation of KMP to pre-disposal activities
Report on innovative integrity testing and monitoring techniques
Effect of leaching on the chemical durability of magnesium phosphate cement
Report on demonstration and implementation
Characterization of MPC and LCMPC
Outcome of pilot case and input to final report on KMP activities
Final report on Physico - chemical characterisation

Final report on Physico – chemical characterisation

Report on Use of geopolymer matrices for the immobilisation
Development of vacuumable gel decontamination process
Effect of irradiation on the durability of magnesium phosphate cement
Definition of demonstration case for S-of-Knowledge processes

Definition of demonstration case for SofKnowledge processes

Aluminum and steel reactivity in magnesium phosphate cement
Report on Synthesis of conditioning matrix performances studies
Report on secondary waste management
Final report on innovations in waste handling and storage
Economic, environmental & disposability impacts of novel treatments
Final pre-disposal SRA report published
Report on digital twin and modelling technologies
SOTA report about pre-disposal activities for cemented waste

SOTA report about predisposal activities for cemented waste

Input from the gap analyses of WP4-WP7

Input from the gap analyses of WP4WP7

Technical proceedings of Annual workshops
Guidance on establishing generic waste acceptance criteria
Densification techniques test report
2 open-access articles on integrity testing & monitoring techniques
Summary report: Thermal processes for the thermal treatment of the RSOW
Implementing specialised training actions
Report on Disposability assessment report for direct conditioning
Summary report on activities of training and mobility grants
Conditioning of ashes of RSOW by geopolymer or cement based encapsulation
Submission in scientific journals of at least 5 papers about the RSOW
Priority list and mobility formats
Design and Definition of training programme
Report on innovative decontamination process
2 open-access articles on data processing and decision framework
Economic, environmental, and safety impact
Guidance on waste form qualification
Final report on dissemination in metallics
Beryllium reactivity in magnesium phosphate cement
Report on innovative data handling & decision framework technologies
2 open-access articles on digital twin and modelling technologies
Report on interactions with stakeholders/end-users
Report on Synthesis of formulation & process studies results

Publications

Incorporation of organic liquids into geopolymer materials - A review of processing, properties and applications

Author(s): Charles Reeb, Christel Pierlot, Catherine Davy, David Lambertin
Published in: Ceramics International, Issue 47/6, 2021, Page(s) 7369-7385, ISSN 0272-8842
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ceramint.2020.11.239

Predisposal conditioning, treatment, and performance assessment of radioactive waste streams

Author(s): Erika Holt; Maria Oksa; Matti Nieminen; Abdesselam Abdelouas; Anthony Banford; Maxime Fournier; Thierry Mennecart; Ernst Niederleithinger
Published in: EPJ Nuclear Sciences & Technologies, Issue 6, 2022, Page(s) 1-6, ISSN 2491-9292
Publisher: EDP Sciences
DOI: 10.1051/epjn/2022036

Optimisation of the chemical oxidation reduction process (CORD) on surrogate stainless steel in regards to its efficiency and secondary wastes

Author(s): Aditya Rivonkar, Richárd Katona, Mathurin Robin, Tomo Suzuki-Muresan, Abdessalam Abdelouas , Marcel Mokili , Gergő Bátor and Tibor Kovács
Published in: Frontiers in Nuclear Engineering, Issue 1, 2022, ISSN 2813-3412
Publisher: Frontiers Media S.A.
DOI: 10.3389/fnuen.2022.1080954

Microstructure and transport properties of metakaolin-based geopolymers subjected to accelerated leaching

Author(s): Thi Nhan Nguyen, Quoc Tri Phung, Diederik Jacques, Jan Elsen, Yiannis Pontikes
Published in: Construction and Building Materials, Issue 426, 2024, Page(s) 136225, ISSN 0950-0618
Publisher: Elsevier BV
DOI: 10.1016/j.conbuildmat.2024.136225

Enhanced radioactive waste drum monitoring: A sensorized LoRa-based network for identification and integrity assessment

Author(s): Andrea Chierici, Salvatore Angelo Cancemi, Ernst Niederleithinger, Rosa Lo Frano
Published in: Nuclear Engineering and Design, Issue 424, 2024, Page(s) 113231, ISSN 0029-5493
Publisher: Elsevier BV
DOI: 10.1016/j.nucengdes.2024.113231

Position paper on high fidelity simulations for coupled processes, multi-physics and chemistry in geological disposal of nuclear waste

Author(s): S. V. Churakov, F. Claret, A. Idiart, D. Jacques, J. Govaerts, O. Kolditz, N.I. Prasianakis, J. Samper
Published in: Environmental Earth Sciences, Issue 83, 2024, ISSN 1866-6280
Publisher: Springer Verlag
DOI: 10.1007/s12665-024-11832-7

A review of contamination of metallic surfaces within aqueous nuclear waste streams

Author(s): D. Barton, T. Johnson, A. Callow, T. Carey, S. Bibby, S. Watson, D. Engelberg, C. Sharrad.
Published in: Progress in Nuclear Energy, Issue 159, 2023, ISSN 0149-1970
Publisher: Elsevier BV
DOI: 10.1016/j.pnucene.2023.104637

Digitalisation for nuclear waste management: predisposal and disposal

Author(s): Olaf Kolditz, Diederik Jacques, Francis Claret, Johan Bertrand, Sergey V. Churakov, Christophe Debayle, Daniela Diaconu, Kateryna Fuzik, David Garcia, Nico Graebling, Bernd Grambow, Erika Holt, Andrés Idiart, Petter Leira, Vanessa Montoya, Ernst Niederleithinger, Markus Olin, Wilfried Pfingsten, Nikolaos I. Prasianakis, Karsten Rink, Javier Samper, István Szöke, Réka Szöke, Louise Theodon, Ja
Published in: Environmental Earth Sciences, Issue 82, 2023, ISSN 1866-6280
Publisher: Springer Verlag
DOI: 10.1007/s12665-022-10675-4

Production and Properties of Magnesium Potassium Phosphate Cements Containing Ash and Metallurgical Slag Additives for Radioactive Waste Immobilization

Author(s): S. Sayenko, V. Shkuropatenko, O. Pylypenko, H. Kholomieiev, S. Karsim, А. Zykova
Published in: Nuclear and Radiation Safety, 2023, Page(s) 30-43, ISSN 2073-6231
Publisher: Odessa National Polytechnic Institute, Nuclear physics and energy
DOI: 10.32918/nrs.2023.2(98).03

Embedded sensors system to monitor cemented waste drums

Author(s): Leone Pasquato, Christoph Strangfeld, Esko Strömmer, Sergej Johann, Vera Lay, Christian Köpp, Ernst Niederleithinger
Published in: Safety of Nuclear Waste Disposal, Issue 2, 2023, Page(s) 21-21, ISSN 2749-4802
Publisher: Copernicus Publications
DOI: 10.5194/sand-2-21-2023

Fenton and Fenton-like wet oxidation for degradation and destruction of organic radioactive wastes

Author(s): Sam A. Walling, Wooyong Um, Claire L. Corkhill, Neil C. Hyatt
Published in: npj Materials Degradation, Issue 5, 2024, ISSN 2397-2106
Publisher: CSCP and USTB
DOI: 10.1038/s41529-021-00192-3

A Wireless Gamma-Ray Monitoring System for Cemented Radwaste Drums

Author(s): Mauro Romoli, Michele Di Giovanni, Paolo Di Meo, Antonio Pandalone, Claudio Principe, Carlo Sabbarese, Antonio D’Onofrio, Karel Prchal, Jakub Záruba, Paolo Finocchiaro
Published in: Sensors, Issue 24, 2024, Page(s) 2332, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s24072332

Gels and foams for radioactive surface decontamination: state of the art and challenges

Author(s): A. Gossard, A. Lilin, S. Faure
Published in: Progress in Nuclear Energy, Issue 149, 2022, ISSN 0149-1970
Publisher: Elsevier BV
DOI: 10.1016/j.pnucene.2022.104255

Chemical degradation of magnesium potassium phosphate cement pastes during leaching by demineralized water: Experimental investigation and modeling

Author(s): Laura Diaz Caselles, Céline Cau Dit Coumes, Pascal Antonucci, Angélique Rousselet, Adel Mesbah, Valérie Montouillout
Published in: Cement and Concrete Research, Issue 178, 2024, Page(s) 107456, ISSN 0008-8846
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.cemconres.2024.107456

Liquid–liquid extraction of strontium from acidic solutions into ionic liquids using crown ethers

Author(s): Jan Houzar, Katerina Cubova, Miroslava Semelova, Mojmir Nemec
Published in: Journal of Radioanalytical and Nuclear Chemistry, Issue 333, 2024, Page(s) 3595-3601, ISSN 0236-5731
Publisher: Akademiai Kiado
DOI: 10.1007/s10967-023-09293-6

Development of guidance documents in the EURAD and PREDIS projects

Author(s): Ormai, P., Nős, B., Faltejsek, J., Mikšová, J., Železnik, N., Mele, I., Fuzik, K., Carbol, P., Banford, A. and Holt, E.
Published in: EPJ Nuclear Sciences & Technologies, Issue 8 (39), 2022, Page(s) 8, ISSN 2491-9292
Publisher: EDP Sciences
DOI: 10.1051/epjn/2022035

Methods for the destruction of oxalic acid decontamination effluents

Author(s): Jessica Blenkinsop, Aditya Rivonkar, Mathurin Robin, Thomas Carey, Barbara Dunnett, Tomo Suzuki-Muresan, Cavit Percin, Abdesselam Abdelouas, Jonathan Street
Published in: Frontiers in Nuclear Engineering, Issue 3, 2024, ISSN 2813-3412
Publisher: Frontiers
DOI: 10.3389/fnuen.2024.1347322

“Effect of incorporating a molten salt waste from nuclear power plants on the properties of geopolymers and Portland cement wasteforms”

Author(s): Pedro Perez-Cortes, Inés Garcia-Lodeiro, Francisca Puertas, Maria Cruz Alonso
Published in: Cement and Concrete Composites, Issue 142, 2023, Page(s) 105210, ISSN 0958-9465
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.cemconcomp.2023.105210

MgO/KH2PO4 and Curing Moisture Content in MKPC Matrices to Optimize the Immobilization of Pure Al and Al-Mg Alloys

Author(s): Carla Fernández-García, María Cruz Alonso, José María Bastidas, Inés García-Lodeiro, Raúl Fernández
Published in: Materials, Issue 17, 2024, Page(s) 1263, ISSN 1996-1944
Publisher: MDPI Open Access Publishing
DOI: 10.3390/ma17061263

Solvent extraction of radiostrontium into ionic liquids using crown ethers

Author(s): J. Houzar, K. Čubová, M. Semelová, M. Němec.
Published in: Journal of Radioanalytical and Nuclear Chemistry, Issue 332 (5), 2023, Page(s) 1515-1519, ISSN 0236-5731
Publisher: Akademiai Kiado
DOI: 10.1007/s10967-022-08617-2

Training and mobility in EU projects EURAD and PREDIS

Author(s): Niels Belmans, Michèle Coeck, Vaclava Havlova and Alba Valls
Published in: EJP Nuclear Sciences & Technologies, Issue 8 (26), 2022, Page(s) 8, ISSN 2491-9292
Publisher: EDP Scienes
DOI: 10.1051/epjn/2022028

New technologies for radioactive waste monitoring: Results and perspectives from recent experience

Author(s): P. Finocchiaro, L. Cosentino, G. E. Poma, F. Longhitano, S. Amaducci and G. Vecchio
Published in: IL NUOVO CIMENTO, Issue 46 C (2023) 34, 2023, ISSN 2037-4909
Publisher: SIF

Investigation of kinetics and mechanisms of metallic beryllium corrosion for the management of radioactive wastes

Author(s): Andrey Bukaemskiy, Sebastien Caes, Giuseppe Modolo, Guido Deissmann, Dirk Bosbach
Published in: MRS Advances, Issue 9, 2024, Page(s) 391-396, ISSN 2059-8521
Publisher: Springer
DOI: 10.1557/s43580-024-00835-y

recycling metal waste in nuclear decommissioning by advanced phosphoric acid decontamination process

Author(s): Galluccio F.; Macerata E.; Mossini E.; Castagnola G.; Pierantoni V.; Mariani M.
Published in: Il Nuovo Cimento C, Issue Year 2020 - Issue 6 - November-December, 2020, ISSN 2037-4909
Publisher: Società Italiana di Fisica
DOI: 10.1393/ncc/i2020-20145-9

Corrosion behavior and immobilization of pure aluminum and Al−Mg alloy LLRW in magnesium potassium phosphate cements

Author(s): R. Perona, C. Fernández-García, I. García-Lodeiro, M. Criado, J.M. Bastidas, M.C. Alonso
Published in: Journal of Nuclear Materials, Issue 582, 2023, Page(s) 154501, ISSN 0022-3115
Publisher: Elsevier BV
DOI: 10.1016/j.jnucmat.2023.154501

Alteration in molecular structure of alkali activated slag with various water to binder ratios under accelerated carbonation

Author(s): Thi Nhan Nguyen, Quoc Tri Phung, Ziyou Yu, Lander Frederickx, Diederik Jacques, Dimitrios Sakellariou, Alexandre Dauzeres, Jan Elsen, Yiannis Pontikes
Published in: Scientific Reports, Issue 12, 2022, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-022-09491-4

Cementation of spent radioactive ion-exchange resin ashes using alkali-activated cements: Physicochemical and structural changes

Author(s): Pedro Perez-Cortes, Ines Garcia-Lodeiro, María Cruz Alonso, Francisca Puertas
Published in: Cement and Concrete Composites, Issue 149, 2024, Page(s) 105517, ISSN 0958-9465
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.cemconcomp.2024.105517

Developments and experiences of the CHANCE, MICADO and PREDIS projects in radioactive waste characterization

Author(s): Massimo Morichi; Erica Fanchini; Eric Breuil; Christophe Bruggeman; Bertrand Perot; Denise Ricard; Ernst Niederleithinger
Published in: EPJ Nuclear Sciences & Technologies, Issue 9, 2023, Page(s) 11, ISSN 2491-9292
Publisher: EDP Sciences
DOI: 10.1051/epjn/2022052

Tafel-analysis of the AP-CITROX decontamination technology of Inconel alloy 690

Author(s): R. Katona, A. Rivonkar, R. Locskai, G. Bátor, A. Abdelouas, J. Somlai, T. Kovács
Published in: Applied Radiation and Isotopes, Issue 181, 2024, Page(s) 110073, ISSN 0969-8043
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.apradiso.2021.110073

Design of sustainable geopolymeric matrices for encapsulation of treated radioactive solid organic waste

Author(s): Andrea Santi, Eros Mossini, Gabriele Magugliani, Francesco Galluccio, Elena Macerata, Paolo Lotti, Giacomo Diego Gatta, Dhanalakshmi Vadivel, Daniele Dondi, Davide Cori, Hélène Nonnet, Mario Mariani
Published in: Frontiers in Materials, Issue 9, 2022, ISSN 2296-8016
Publisher: Frontiers
DOI: 10.3389/fmats.2022.1005864

Microstructure, water permeability and micromechanical properties of alkali activated slag subjected to accelerated leaching

Author(s): Thi Nhan Nguyen, Quoc Tri Phung, Diederik Jacques, Mejdi Neji, Alexandre Dauzeres, Jan Elsen, Yiannis Pontikes
Published in: Materials & Design, Issue 238, 2024, Page(s) 112706, ISSN 0264-1275
Publisher: Elsevier BV
DOI: 10.1016/j.matdes.2024.112706

Evaluation of Fillers for Magnesium Potassium Phosphate Cement (MKPC) for the Encapsulation of Low and Intermediate Level Metallic Radioactive Wastes

Author(s): M. Dieguez, A.I. Ruiz, J. Cuevas, M.C. Alonso, I. García-Lodeiro, R. Fernández
Published in: Materials, Issue 16 (2), 2023, Page(s) 679, ISSN 1996-1944
Publisher: MDPI Open Access Publishing
DOI: 10.3390/ma16020679

A SENSORISED LORA-BASED NETWORK FOR THE MONITORING AND IDENTIFICATION OF RADIOACTIVE WASTE DRUMS

Author(s): Andrea Chierici, Riccardo Ciolini, Rosa Lo Frano, Francesco d’Errico
Published in: The Proceedings of the International Conference on Nuclear Engineering (ICONE), Issue 2023.30, 2023, Page(s) 1170, ISSN 2424-2934
Publisher: J-Stage
DOI: 10.1299/jsmeicone.2023.30.1170

Cutting-edge R&D activities of CIRTEN in support of the Technology Park annexed to the Italian National Repository of radioactive waste

Author(s): Galluccio F.; Macerata E.; Magugliani G.; Mariani M.; Mossini E.; Negrin M.; Ricotti M.; Santi A.; Acquaro D.; Cancemi S. A.; Chierici A.; Ciolini R.; D'Errico F.; Lo Frano R.; Caruso G.; D'Onorio M.; Frullini M.; Giannetti F.; Gramiccia L.; Tassone A.; Sumini M.; Isolan L.; Malinconico M.; Teodori F.; Testa M.; Bleynat S.; Bonifetto R.; Corrado M.; Crivelli F.; Dulla S.; Froio A.; Mauro S.; Savol
Published in: IL NUOVO CIMENTO, Issue 46 C (2023) 54, 2023, ISSN 2037-4909
Publisher: SIF

Overview of knowledge management in EURAD

Author(s): Tara Beattie, Niels Belmans, Paul Carbol, Michelle Cowley, Jiří Faltejsek, Bernd Grambow, Erika Holt, Elisabeth Salat, Alexandru Tatomir, Louise Théodon, Robert Winsley, Piet Zuidema
Published in: EPJ Nuclear Sciences & Technologies, Issue 8, 2023, Page(s) 25, ISSN 2491-9292
Publisher: EDP Sciences
DOI: 10.1051/epjn/2022023

Performance analysis of data-driven and physics-informed machine learning methods for thermal-hydraulic processes in Full-scale Emplacement experiment

Author(s): Guang Hu, Nikolaos Prasianakis, Sergey V. Churakov, Wilfried Pfingsten
Published in: Applied Thermal Engineering, Issue 245, 2024, Page(s) 122836, ISSN 1359-4311
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.applthermaleng.2024.122836

Optimized precipitation process for the treatment of radioactive effluents from Ni-alloy decontamination using a chemical oxidation reduction process

Author(s): Mathurin Robin, Aditya Rivonkar, Tomo Suzuki-Muresan, Abdesselam Abdelouas, Marcel Mokili
Published in: Frontiers in Nuclear Engineering, Issue 3, 2024, ISSN 2813-3412
Publisher: Frontiers
DOI: 10.3389/fnuen.2024.1396821

Pre-impregnation approach to encapsulate radioactive liquid organic waste in geopolymer

Author(s): Eros Mossini, Andrea Santi, Gabriele Magugliani, Francesco Galluccio, Elena Macerata, Marco Giola, Dhanalakshmi Vadivel, Daniele Dondi, Davide Cori, Paolo Lotti, Giacomo Diego Gatta, Mario Mariani
Published in: Journal of Nuclear Materials, Issue 585, 2024, Page(s) 154608, ISSN 0022-3115
Publisher: Elsevier BV
DOI: 10.1016/j.jnucmat.2023.154608

The Influence of the Magnesium-to-Phosphate Molar Ratio on Magnesium Potassium Phosphate Cement Properties Using Either Wollastonite or Volcanic Ash as Fillers

Author(s): Pilar Padilla-Encinas, Mikel Dieguez, Jaime Cuevas, Ana Isabel Ruiz, Raúl Fernández
Published in: Minerals, Issue 14, 2024, Page(s) 103, ISSN 2075-163X
Publisher: MPDI
DOI: 10.3390/min14010103

PREDIS: innovative ways for predisposal treatment and monitoring of low and medium radioactive waste

Author(s): Ernst Niederleithinger, Vera Lay, Christian Köpp, Erika Holt, Maria Oksa
Published in: Safety of Nuclear Waste Disposal, Issue 1, 2021, Page(s) 9-10, ISSN 2749-4802
Publisher: Copernicus Publications
DOI: 10.5194/sand-1-9-2021

Microstructural evolution and its impact on the mechanical strength of typical alkali-activated slag subjected to accelerated carbonation

Author(s): Thi Nhan Nguyen, Quoc Tri Phung, Lander Frederickx, Diederik Jacques, Alexandre Dauzeres, Jan Elsen, Yiannis Pontikes
Published in: Developments in the Built Environment, Issue 19, 2024, Page(s) 100519, ISSN 2666-1659
Publisher: Elsevier
DOI: 10.1016/j.dibe.2024.100519

Strength and Microstructure Characteristics of Metakaolin-Based Geopolymer Mortars with High Water-to-Binder Ratios

Author(s): Lander Frederickx, Thi Nhan Nguyen, Quoc Tri Phung
Published in: Sustainability, Issue 14, 2024, Page(s) 3141, ISSN 2071-1050
Publisher: MDPI Open Access Publishing
DOI: 10.3390/su14063141

Colloidal magnetic gels for the decontamination of limited access metallic surfaces

Author(s): Hippolyte Pochat-Cottilloux, Fabien Frances, Luc Girard, Aditya Rivonkar, Alban Gossard
Published in: Environmental Technology & Innovation, Issue 35, 2024, Page(s) 103688, ISSN 2352-1864
Publisher: Elsevier BV
DOI: 10.1016/j.eti.2024.103688

Leaching of magnesium potassium phosphate cement pastes under alkaline conditions

Author(s): Laura Diaz Caselles, Céline Cau Dit Coumes, Pascal Antonucci, Angélique Rousselet, Adel Mesbah, Valérie Montouillout
Published in: Applied Geochemistry, Issue 170, 2024, Page(s) 106067, ISSN 0883-2927
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.apgeochem.2024.106067

PREDIS Collaboration to Advance the Predisposal Management of Radioactive Waste

Author(s): Maria Oksa
Published in: ASME 2023 International Conference on Environmental Remediation and Radioactive Waste Management, 2023
Publisher: American Society of Mechanical Engineers
DOI: 10.1115/icem2023-110232

International Cooperation on Predisposal Waste Management Innovation in the Predis Project, Addressing Technology Gaps and Common Industrial Challenges

Author(s): Holt, E., Oksa, M. and Banford, A.
Published in: International Conference on Radioactive Waste Management - Solutions for a Sustainable Future, Issue IAEA-CN--294, 2021, Page(s) 243
Publisher: International Atomic Energy Agency (IAEA)

Predisposal Waste Management and Decommissioning of the Finnish FiR1 Research Reactor

Author(s): Holt, Erika; Airila, Markus; Kotiluoto, Petri; Leskinen, Anumaija; Oksa, Maria
Published in: Holt , E , Airila , M , Kotiluoto , P , Leskinen , A & Oksa , M 2021 , ' Predisposal Waste Management and Decommissioning of the Finnish FiR1 Research Reactor ' , EUROSAFE 2021 , Paris , France , 22/11/21 - 23/11/21 . < https://www.etson.eu/sites/default/files/eurosafes/2021/EUROSAFE2021_Abstracts_Seminar2_Session1.pdf >, Issue 1, 2021
Publisher: EUROSAFE

Effect of precursors and water to binder ratios on the water permeability of alkali-activated mortars.

Author(s): Nguyen T. N., Phung Q. T., Frederickx L., Diederik J., Dauzeres A., Elsen J., Pontikes Y.
Published in: 4th International Rilem Conference on Microstructure Related Durability of Cementitious Composites, Issue 2021-05-25, 2021, ISBN 978-94-6366-422-6
Publisher: Delft University of Technology - Southeast University
DOI: 10.4233/uuid:687e7b19-e3c3-47c7-b18e-5bc868e86e56

Transport, EURAD Domain Insight

Author(s): Holt, Erika; Suolanen, Vesa
Published in: Issue 1, 2022
Publisher: EURAD
DOI: 10.5281/zenodo.7024739

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