Plastic in Agricultural Production: Impacts, Lifecycles and LONg-term Sustainability

Información del proyecto

PAPILLONS

Identificador del acuerdo de subvención: 101000210

DOI

10.3030/101000210

Proyecto cerrado

Fecha de la firma de la CE 5 Mayo 2021

Fecha de inicio 1 Junio 2021

Fecha de finalización 31 Mayo 2025

Financiado con arreglo a

• SOCIETAL CHALLENGES - Food security, sustainable agriculture and forestry, marine, maritime and inland water research, and the bioeconomy

Coste total

€ 7 266 740,00

Aportación de la UE

€ 7 075 861,75

Coordinado por

NORSK INSTITUTT FOR VANNFORSKNING STI
Norway

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (5)

Practice Abstracts 2

A total of 5 practice abstracts covering relevant deliverables from tasks associated with WP1-4.

Project communication plan

Document describing the communication plan

Project, Knowledge, Risk and Ethical Management Plan

Description of strategy and action for Knowledge, innovation and Risk management plan.

Practice Abstracts 1

A total of 2 practice abstracts submitted to EIP-Agri covering relevant deliverables from WP1-4.

Report on Knowledge Hub development and stakeholder engagement plan

Release of report on building and maintaining the Knowledge Hub on plastic pollution in agricultural soils with the interested parties.

Open Research Data Pilot (1)

Data management plan

Final version of data management plan

Publicaciones

Peer reviewed articles (47)

Multigenerational toxicity of microplastics derived from two types of agricultural mulching films to Folsomia candida

Autores: Sam van Loon, Lotte de Jeu, Rachel Hurley, Sarmite Kernchen, Marlon Fenner, Cornelis A.M. van Gestel
Publicado en: Science of The Total Environment, Edición 949, 2025, Página(s) 175097, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2024.175097

Microplastics originated from agricultural mulching films affect enchytraeid multigeneration reproduction and soil properties

Autores: Klára Šmídová, Salla Selonen, Cornelis A.M. van Gestel, Petr Fleissig, Jakub Hofman
Publicado en: Journal of Hazardous Materials, Edición 479, 2024, Página(s) 135592, ISSN 0304-3894
Editor: Elsevier BV
DOI: 10.1016/j.jhazmat.2024.135592

Plastic waste management in agriculture through a GIS-based territory design approach

Autores: Fabiana Convertino, Giuliano Vox, Ileana Blanco, Ali Hachem, Evelia Schettini
Publicado en: Resources, Conservation and Recycling, Edición 217, 2025, Página(s) 108210, ISSN 0921-3449
Editor: Elsevier BV
DOI: 10.1016/j.resconrec.2025.108210

Prospective Scenarios for Addressing the Agricultural Plastic Waste Issue: Results of a Territorial Analysis

Autores: Ali Hachem, Giuliano Vox, Fabiana Convertino
Publicado en: Applied Sciences, Edición 13, 2024, Página(s) 612, ISSN 2076-3417
Editor: MDPI
DOI: 10.3390/app13010612

Effects of biodegradable microplastics on soil microbial communities and activities: Insight from an ecological mesocosm experiment

Autores: Shin Woong Kim, Klára Šmídová, Sam van Loon, Cornelis A.M. van Gestel, Matthias C. Rillig, Hannu Fritze, Sannakajsa Velmala
Publicado en: Science of The Total Environment, Edición 975, 2025, Página(s) 179288, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2025.179288

Quantitative tracking of nanoplastics along the food chain from lettuce (Lactuca sativa) to snails (Cantareus aspersus)

Autores: Laura J. Zantis, Maria Kazour, Caterina Borchi, Rebecca Agati, Romain Colpaert, Frédéric Gimbert, Martina G. Vijver, Willie Peijnenburg, Thijs Bosker
Publicado en: Science of The Total Environment, Edición 955, 2025, Página(s) 176848, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2024.176848

Toxicity of Aged Paint Particles to Soil Ecosystems: Insights from <i>Caenorhabditis elegans</i>

Autores: Shin Woong Kim, Woo-Young Song, Walter R. Waldman, Matthias C. Rillig, Tae-Young Kim
Publicado en: Environmental Science &amp; Technology, Edición 58, 2024, Página(s) 231-241, ISSN 0013-936X
Editor: American Chemical Society
DOI: 10.1021/acs.est.3c07160

Strategy towards producing relevant and reliable data for the hazard assessment of micro- and nanoplastics in agricultural soils

Autores: Anita Jemec Kokalj, Gabriela Kalčíková, Salla Selonen, Thijs Bosker, Damjana Drobne, Darina Dvořáková, Jakub Hofman, Rachel Hurley, Sarmite Kernchen, Christian Laforsch, Martin G.J. Löder, Sam van Loon, Paula E. Redondo-Hasselerharm, Vili Saartama, Klára Šmídová, Aristeidis S. Tsagkaris, Laura J. Zantis, Luca Nizzetto, Cornelis A.M. van Gestel
Publicado en: TrAC Trends in Analytical Chemistry, Edición 172, 2024, Página(s) 117567, ISSN 0165-9936
Editor: Elsevier BV
DOI: 10.1016/j.trac.2024.117567

Global soil microplastic assessment in different land-use systems is largely determined by the method of analysis: A meta-analysis

Autores: Olivia Wrigley, Melanie Braun, Wulf Amelung
Publicado en: Science of The Total Environment, Edición 957, 2025, Página(s) 177226, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2024.177226

Weathering of plastics in terrestrial environments

Autores: Max Groß, Matthias Mail, Rafaela Debastiani, Torsten Scherer, Melanie Braun
Publicado en: TrAC Trends in Analytical Chemistry, Edición 190, 2025, Página(s) 118281, ISSN 0165-9936
Editor: Elsevier BV
DOI: 10.1016/j.trac.2025.118281

Survival and reproduction effects of microplastics from three agricultural mulching films on Folsomia candida, Sinella curviseta, Heteromurus nitidus and Ceratophysella denticulata (Collembola)

Autores: Sam van Loon, Rachel Hurley, Sarmite Kernchen, Lotte de Jeu, Cas Hulscher, Cornelis A.M. van Gestel
Publicado en: Science of The Total Environment, Edición 958, 2025, Página(s) 178137, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2024.178137

Response of terrestrial crustacean Porcellio scaber and mealworm Tenebrio molitor to non-degradable and biodegradable fossil-based mulching film microplastics

Autores: Anita Jemec Kokalj, Andraž Dolar, Ana Nagode, Damjana Drobne, Aleksandra Kuljanin, Gabriela Kalčíková
Publicado en: Science of The Total Environment, Edición 951, 2024, Página(s) 175379, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2024.175379

Agricultural plastics as a potential threat to food security, health, and environment through soil pollution by microplastics: Problem definition

Autores: Demetres Briassoulis
Publicado en: Science of The Total Environment, Edición 892, 2023, Página(s) 164533, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2023.164533

Understanding the Effects of Adding Metal Oxides to Polylactic Acid and Polylactic Acid Blends on Mechanical and Rheological Behaviour, Wettability, and Photo-Oxidation Resistance

Autores: Elisabetta Morici, Giuseppe Pecoraro, Sabrina Carola Carroccio, Elena Bruno, Paola Scarfato, Giovanni Filippone, Nadka Tz. Dintcheva
Publicado en: Polymers, Edición 16, 2025, Página(s) 922, ISSN 2073-4360
Editor: MDPI AG
DOI: 10.3390/polym16070922

Microplastic fibres affect soil fungal communities depending on drought conditions with consequences for ecosystem functions

Autores: Y. M. Lozano, J. F. Dueñas, C. Zordick, M. C. Rillig
Publicado en: Environmental Microbiology, Edición 26, 2024, ISSN 1462-2912
Editor: Blackwell Publishing Inc.
DOI: 10.1111/1462-2920.16549

Delivery rate alters the effects of tire wear particles on soil microbial activities

Autores: Yanjie Zhu, Shin Woong Kim, Huiying Li, Matthias C. Rillig
Publicado en: Environmental Sciences Europe, Edición 36, 2024, ISSN 2190-4715
Editor: Elsevier
DOI: 10.1186/s12302-024-00918-5

Nano- and microplastics commonly cause adverse impacts on plants at environmentally relevant levels: A systematic review

Autores: Laura J. Zantis, Caterina Borchi, Martina G. Vijver, Willie Peijnenburg, Sara Di Lonardo, Thijs Bosker
Publicado en: Science of The Total Environment, Edición 867, 2023, Página(s) 161211, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2022.161211

Polystyrene nanoparticles induce concerted response of plant defense mechanisms in plant cells

Autores: Sylwia Adamczyk, Joanna Chojak-Koźniewska, Sylwia Oleszczuk, Krzysztof Michalski, Sannakajsa Velmala, Laura J. Zantis, Thijs Bosker, Janusz Zimny, Bartosz Adamczyk, Slawomir Sowa
Publicado en: Scientific Reports, Edición 13, 2024, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-023-50104-5

Toxicity of Aged Paint Particles to Soil Ecosystems: Insights from <i>Caenorhabditis elegans</i>

Autores: Shin Woong Kim, Woo-Young Song, Walter R. Waldman, Matthias C. Rillig, Tae-Young Kim
Publicado en: Environmental Science &amp; Technology, Edición 58, 2024, Página(s) 231-241, ISSN 0013-936X
Editor: American Chemical Society
DOI: 10.1021/acs.est.3c07160

Photoaging of polystyrene-based microplastics amplifies inflammatory response in macrophages

Autores: Noemi Aloi, Anna Calarco, Giusy Curcuruto, Marilena Di Natale, Giuseppa Augello, Sabrina Carola Carroccio, Pierfrancesco Cerruti, Melchiorre Cervello, Angela Cuttitta, Paolo Colombo, Valeria Longo
Publicado en: Chemosphere, Edición 364, 2025, Página(s) 143131, ISSN 0045-6535
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.chemosphere.2024.143131

The soil plastisphere

Autores: Matthias C. Rillig, Shin Woong Kim, Yong-Guan Zhu
Publicado en: Nature Reviews Microbiology, Edición 22, 2024, Página(s) 64-74, ISSN 1740-1526
Editor: Nature Publishing Group
DOI: 10.1038/s41579-023-00967-2

Effects of agricultural microplastics in multigenerational tests with insects; mealworms Tenebrio molitor

Autores: Anita Jemec Kokalj, Ana Nagode, Damjana Drobne, Andraž Dolar
Publicado en: Science of The Total Environment, Edición 946, 2025, Página(s) 174490, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2024.174490

Understanding the soil plastisphere and its environmental impacts

Autores: Matthias C. Rillig, Changchao Li, Ling N. Jin, Shin Woong Kim
Publicado en: One Earth, Edición 7, 2025, Página(s) 2095-2098, ISSN 2590-3322
Editor: Elsevier BV
DOI: 10.1016/j.oneear.2024.11.004

Response of the terrestrial isopod Porcellio scaber to lipopolysaccharide challenge after microplastic and insecticide exposure

Autores: Andraž Dolar, Tina Petrišič, Damjana Drobne, Anita Jemec Kokalj
Publicado en: Science of The Total Environment, Edición 925, 2025, Página(s) 171698, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2024.171698

The fate of post-use biodegradable PBAT-based mulch films buried in agricultural soil

Autores: Fabiana Convertino, Sabrina Carola Carroccio, Maria Cristina Cocca, Sandro Dattilo, Anna Chiara Dell'Acqua, Luca Gargiulo, Luca Nizzetto, Paolo Maria Riccobene, Evelia Schettini, Giuliano Vox, Domenico Zannini, Pierfrancesco Cerruti
Publicado en: Science of The Total Environment, Edición 948, 2025, Página(s) 174697, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2024.174697

Recent advances in bio-based functional additives for polymers

Autores: Valentina Marturano, Angela Marotta, Sarai Agustin Salazar, Veronica Ambrogi, Pierfrancesco Cerruti
Publicado en: Progress in Materials Science, Edición 139, 2023, Página(s) 101186, ISSN 0079-6425
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.pmatsci.2023.101186

Addressing the environmental sustainability of plastics used in agriculture: a multi-actor perspective

Autores: Valentina E. Tartiu, Rachel Hurley, Cecilie Baann, Demetres Briassoulis, Evelia Schettini, Fabiana Convertino, Bernard Le Moine, Adalgisa Martinelli, Luc Vernet, Sissel B. Ranneklev, Violette Geissen, Esperanza Huerta Lwanga, Nicolas Beriot, Defu He, Richard H. Thompson, Giulia Carcasci, Luca Nizzetto
Publicado en: Cambridge Prisms: Plastics, Edición 3, 2025, ISSN 2755-094X
Editor: Cambridge University Press (CUP)
DOI: 10.1017/plc.2024.34

Effect of particle size on the transport of polystyrene micro- and nanoplastic particles through quartz sand under unsaturated conditions

Autores: Cynthia Rieckhof, Virtudes Martínez-Hernández, Ekkehard Holzbecher, Raffaella Meffe
Publicado en: Environmental Pollution, Edición 363, 2024, Página(s) 125193, ISSN 0269-7491
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.envpol.2024.125193

Species-dependent responses of crop plants to polystyrene microplastics

Autores: Laura J. Zantis, Annebelle Rombach, Sylwia Adamczyk, Sannakajsa M. Velmala, Bartosz Adamczyk, Martina G. Vijver, Willie Peijnenburg, Thijs Bosker
Publicado en: Environmental Pollution, Edición 335, 2023, Página(s) 122243, ISSN 0269-7491
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.envpol.2023.122243

GIS mapping of agricultural plastic waste in southern Europe

Autores: Ali Hachem, Fabiana Convertino, Teresa Batista, Fátima Baptista, Demetres Briassoulis, Diego Luis Valera Martínez, María Ángeles Moreno Teruel, Luca Nizzetto, Nikoleta-Georgia Papardaki, Giuseppe Ruggiero, Giuliano Vox, Evelia Schettini
Publicado en: Science of The Total Environment, Edición 946, 2025, Página(s) 174491, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2024.174491

Microplastic aging processes: Environmental relevance and analytical implications

Autores: Gilberto Binda, Gabriela Kalčíková, Ian John Allan, Rachel Hurley, Elisabeth Rødland, Davide Spanu, Luca Nizzetto
Publicado en: TrAC Trends in Analytical Chemistry, Edición 172, 2024, Página(s) 117566, ISSN 0165-9936
Editor: Elsevier BV
DOI: 10.1016/j.trac.2024.117566

Photo- and Water-Degradation Phenomena of ZnO Bio-Blend Based on Poly(lactic acid) and Polyamide 11

Autores: Roberta Puglisi, Andrea Antonino Scamporrino, Nadka Tzankova Dintcheva, Giovanni Filippone, Elena Bruno, Paola Scarfato, Pierfrancesco Cerruti, Sabrina Carola Carroccio
Publicado en: Polymers, Edición 15, 2023, Página(s) 1434, ISSN 2073-4360
Editor: MDPI
DOI: 10.3390/polym15061434

Implementing a GIS-Based Digital Atlas of Agricultural Plastics to Reduce Their Environmental Footprint; Part I: A Deductive Approach

Autores: Giuseppe Cillis; Dina Statuto; Evelia Schettini; Giuliano Vox; Pietro Picuno
Publicado en: Applied Sciences, Edición Volume 12, Edición 3, 2022, Página(s) 1330, ISSN 2076-3417
Editor: MDPI
DOI: 10.3390/app12031330

Production and characterisation of environmentally relevant microplastic test materials derived from agricultural plastics

Autores: Rachel Hurley, Gilberto Binda, Demetres Briassoulis, Sabrina Carola Carroccio, Pierfrancesco Cerruti, Fabiana Convertino, Darina Dvořáková, Sarmite Kernchen, Christian Laforsch, Martin G.L. Löder, Jana Pulkrabova, Evelia Schettini, Davide Spanu, Aristeidis S. Tsagkaris, Giuliano Vox, Luca Nizzetto
Publicado en: Science of The Total Environment, Edición 946, 2025, Página(s) 174325, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2024.174325

Biodegradable microplastics induce profound changes in lettuce (Lactuca sativa) defense mechanisms and to some extent deteriorate growth traits

Autores: Sylwia Adamczyk, Laura J. Zantis, Sam van Loon, Cornelis A.M. van Gestel, Thijs Bosker, Rachel Hurley, Luca Nizzetto, Bartosz Adamczyk, Sannakajsa Velmala
Publicado en: Environmental Pollution, Edición 363, 2024, Página(s) 125307, ISSN 0269-7491
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.envpol.2024.125307

Soil Storage Conditions Alter the Effects of Tire Wear Particles on Microbial Activities in Laboratory Tests

Autores: Shin Woong Kim, Yaqi Xu, Peter Meidl, Mohan Bi, Yanjie Zhu, Matthias C. Rillig
Publicado en: Environmental Science & Technology Letters, 2022, ISSN 2328-8930
Editor: ACS Pulibcations
DOI: 10.1021/acs.estlett.2c00585

Reproduction, growth and oxidative stress in earthworm Eisenia andrei exposed to conventional and biodegradable mulching film microplastics

Autores: Venla Forsell, Vili Saartama, Raisa Turja, Jari Haimi, Salla Selonen
Publicado en: Science of The Total Environment, Edición 948, 2025, Página(s) 174667, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2024.174667

The soil plastisphere

Autores: Matthias C. Rillig, Shin Woong Kim, Yong-Guan Zhu
Publicado en: Nature Reviews Microbiology, Edición 22, 2024, Página(s) 64-74, ISSN 1740-1526
Editor: Nature Publishing Group
DOI: 10.1038/s41579-023-00967-2

Implementing a GIS-Based Digital Atlas of Agricultural Plastics to Reduce Their Environmental Footprint: Part II, an Inductive Approach

Autores: Giuseppe Cillis; Dina Statuto; Evelia Schettini; Giuliano Vox; Pietro Picuno
Publicado en: Applied Sciences, Edición Volume 12, Edición 15, 2022, Página(s) 7545, ISSN 2076-3417
Editor: MDPI
DOI: 10.3390/app12157545

Novel strategies for the determination of plastic additives derived from agricultural plastics in soil using ultrahigh-performance liquid chromatography tandem mass spectrometry (UHPLC-MS/MS)

Autores: Darina Dvorakova, Aristeidis S. Tsagkaris, Jana Pulkrabova
Publicado en: Science of The Total Environment, Edición 946, 2025, Página(s) 174492, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2024.174492

Fast and reliable method to estimate global DNA methylation in plants and fungi with high-pressure liquid chromatography (HPLC)-ultraviolet detection and even more sensitive one with HPLC-mass spectrometry

Autores: Sylwia Adamczyk, Joanna Chojak-Koźniewska, Anna Poimala, Sannakajsa Velmala, Bartosz Adamczyk
Publicado en: Journal of Biotechnology, Edición 374, 2023, Página(s) 1-4, ISSN 0168-1656
Editor: Elsevier BV
DOI: 10.1016/j.jbiotec.2023.07.008

Number and dissimilarity of global change factors influences soil properties and functions

Autores: Mohan Bi, Huiying Li, Peter Meidl, Yanjie Zhu, Masahiro Ryo, Matthias C. Rillig
Publicado en: Nature Communications, Edición 15, 2024, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-024-52511-2

Green3: A green extraction of green additives for green plastics

Autores: Vera Muccilli, Anna E. Maccarronello, Carolle Rasoanandrasana, Nunzio Cardullo, Martina S. de Luna, Maria G.G. Pittalà, Paolo M. Riccobene, Sabrina C. Carroccio, Andrea A. Scamporrino
Publicado en: Heliyon, Edición 10, 2024, Página(s) e24469, ISSN 2405-8440
Editor: Elsevier
DOI: 10.1016/j.heliyon.2024.e24469

Comparing the impact of microplastics derived from a biodegradable and a conventional plastic mulch on plant performance

Autores: Laura J. Zantis, Sylwia Adamczyk, Sannakajsa M. Velmala, Bartosz Adamczyk, Martina G. Vijver, Willie Peijnenburg, Thijs Bosker
Publicado en: Science of The Total Environment, Edición 935, 2024, Página(s) 173265, ISSN 0048-9697
Editor: Elsevier BV
DOI: 10.1016/j.scitotenv.2024.173265

Toward sustainable irrigation practices safeguarding groundwater biodiversity and ecosystem services

Autores: Cene Fišer, Maja Zagmajster, Anita Jemec Kokalj, Nina Mali, Tanja Šumrada, Matjaž Glavan, Grant C Hose, Benjamin Schwartz, Tiziana Di Lorenzo, Christian Griebler, Rozalija Cvejić
Publicado en: BioScience, 2025, ISSN 0006-3568
Editor: American Institute of Biological Sciences
DOI: 10.1093/biosci/biaf016

Understanding the soil plastisphere and its environmental impacts

Autores: Matthias C. Rillig, Changchao Li, Ling N. Jin, Shin Woong Kim
Publicado en: One Earth, Edición 7, 2025, Página(s) 2095-2098, ISSN 2590-3322
Editor: Elsevier BV
DOI: 10.1016/j.oneear.2024.11.004

The measurement of food safety and security risks associated with micro- and nanoplastic pollution

Autores: Joost L.D. Nelis, Veronika J. Schacht, Amanda L. Dawson, Utpal Bose, Aristeidis S. Tsagkaris, Darina Dvorakova, David J. Beale, Ali Can, Christopher T. Elliott, Kevin V. Thomas, James A. Broadbent
Publicado en: TrAC Trends in Analytical Chemistry, Edición 161, 2023, Página(s) 116993, ISSN 0165-9936
Editor: Elsevier BV
DOI: 10.1016/j.trac.2023.116993

Non-peer reviewed articles (1)

Understanding the Effects of Adding Metal Oxides to Bioplastic and Bioplastic Blends on the Mechanical and Rheological Behaviour, Wettability, and Photo-Oxidation Resistance

Autores: Elisabetta Morici, Giuseppe Pecoraro, Sabrina Carola Carroccio, Elena Bruno, Paola Scarfato, Giovanni Filippone, Nadka Tz. Dintcheva
Publicado en: MDPI, 2024, ISSN 2310-287X
Editor: MDPI
DOI: 10.20944/preprints202403.0344.v1

Book chapters (1)

Mapping and Disposal of Irrigation Pipes for a Sustainable Management of Agricultural Plastic Waste

Autores: Ileana Blanco, Giuliano Vox, Fabiana Convertino, Evelia Schettini
Publicado en: Lecture Notes in Civil Engineering, AIIA 2022: Biosystems Engineering Towards the Green Deal, 2023, Página(s) 1065-1073
Editor: Springer International Publishing
DOI: 10.1007/978-3-031-30329-6_110