2025 photonics for agrifood roadmap: towards a sustainable and healthier planet

Photonics technologies play a crucial role in driving technological advancements within the agrifood industry, aiming to deliver a sustainable food and agriculture, and offering healthy, nutritious and safe food for all of us. Particularly, optical sensors and imaging systems, together with machine-...

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Main Authors: Lien Smeesters, Francesca Venturini, Stefan Paulus, Anne-Katrin Mahlein, David Perpetuini, Daniela Cardone, Arcangelo Merla, Benjamin Gac, Stephane Perrin, Denis Trégoat, Luiz Poffo, Antoine Fournier, Giuseppe Bonifazi, Silvia Serranti, Wenzhi Liao, Noureddin Osseiran, Mathias Vanwolleghem, Romain Peretti, Aparajita Bandyopadhyay, Karl Bertling, Krishnan Parameswaran, Aleksandar D Rákic, Amartya Sengupta, Sune Svanberg, Małgorzata Kujawinska, Daniel Cozzolino, Dolores Pérez Marín, José A Entrenas de León, Irina Torres Rodríguez, Marietta Fodor, Eszter Benes, Anna Matkovits, Zsuzsa Jókai, Simona M Cristescu, Amir Khodabakhsh, Khalil Jahromi, Mohammadreza Nematollahi, Frans H Harren, Eugene Rokx, Ewa Sikorska, Kay Sowoidnich, Martin Maiwald, Bernd Sumpf, Matthieu Roussey, Kai-Erik Peiponen, Antoni Femenias, Polina Fomina, Vjekoslav Kokoric, Robert Stach, Boris Mizaikoff, Maria Konstantaki, Stavros Pissadakis, Umberto Michelucci, Sławomir Paśko, Anna Pakuła, Richard A Crocombe, Ellen V Miseo, Andreas C Liapis, Faisal Ahmed, Zhipei Sun, Chrysoula Chandrinou, Marianneza Chatzipetrou, Ioanna Zergioti, Ulrich Trog, Anja Haase, Martin Smolka, Lex Oosterveld, Chris Van Hoof, André Müller, Michael Hlavatsch, Diellza Bajrami, Ernesto Olvera-Gonzalez, Nivia Escalante-Garcia, Arturo B Soro, Koenraad Van Hoorde, Brijesh K Tiwari, Thomas Westerhoff, Michael Kneissl, Anna Grazia Mignani
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:JPhys Photonics
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Online Access:https://doi.org/10.1088/2515-7647/adbea9
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author Lien Smeesters
Francesca Venturini
Stefan Paulus
Anne-Katrin Mahlein
David Perpetuini
Daniela Cardone
Arcangelo Merla
Benjamin Gac
Stephane Perrin
Denis Trégoat
Luiz Poffo
Antoine Fournier
Giuseppe Bonifazi
Silvia Serranti
Wenzhi Liao
Noureddin Osseiran
Mathias Vanwolleghem
Romain Peretti
Aparajita Bandyopadhyay
Karl Bertling
Krishnan Parameswaran
Aleksandar D Rákic
Amartya Sengupta
Sune Svanberg
Małgorzata Kujawinska
Daniel Cozzolino
Dolores Pérez Marín
José A Entrenas de León
Irina Torres Rodríguez
Marietta Fodor
Eszter Benes
Anna Matkovits
Zsuzsa Jókai
Simona M Cristescu
Amir Khodabakhsh
Khalil Jahromi
Mohammadreza Nematollahi
Frans H Harren
Eugene Rokx
Ewa Sikorska
Kay Sowoidnich
Martin Maiwald
Bernd Sumpf
Matthieu Roussey
Kai-Erik Peiponen
Antoni Femenias
Polina Fomina
Vjekoslav Kokoric
Robert Stach
Boris Mizaikoff
Maria Konstantaki
Stavros Pissadakis
Umberto Michelucci
Sławomir Paśko
Anna Pakuła
Richard A Crocombe
Ellen V Miseo
Andreas C Liapis
Faisal Ahmed
Zhipei Sun
Chrysoula Chandrinou
Marianneza Chatzipetrou
Ioanna Zergioti
Ulrich Trog
Anja Haase
Martin Smolka
Lex Oosterveld
Chris Van Hoof
André Müller
Michael Hlavatsch
Diellza Bajrami
Ernesto Olvera-Gonzalez
Nivia Escalante-Garcia
Arturo B Soro
Koenraad Van Hoorde
Brijesh K Tiwari
Thomas Westerhoff
Michael Kneissl
Anna Grazia Mignani
author_facet Lien Smeesters
Francesca Venturini
Stefan Paulus
Anne-Katrin Mahlein
David Perpetuini
Daniela Cardone
Arcangelo Merla
Benjamin Gac
Stephane Perrin
Denis Trégoat
Luiz Poffo
Antoine Fournier
Giuseppe Bonifazi
Silvia Serranti
Wenzhi Liao
Noureddin Osseiran
Mathias Vanwolleghem
Romain Peretti
Aparajita Bandyopadhyay
Karl Bertling
Krishnan Parameswaran
Aleksandar D Rákic
Amartya Sengupta
Sune Svanberg
Małgorzata Kujawinska
Daniel Cozzolino
Dolores Pérez Marín
José A Entrenas de León
Irina Torres Rodríguez
Marietta Fodor
Eszter Benes
Anna Matkovits
Zsuzsa Jókai
Simona M Cristescu
Amir Khodabakhsh
Khalil Jahromi
Mohammadreza Nematollahi
Frans H Harren
Eugene Rokx
Ewa Sikorska
Kay Sowoidnich
Martin Maiwald
Bernd Sumpf
Matthieu Roussey
Kai-Erik Peiponen
Antoni Femenias
Polina Fomina
Vjekoslav Kokoric
Robert Stach
Boris Mizaikoff
Maria Konstantaki
Stavros Pissadakis
Umberto Michelucci
Sławomir Paśko
Anna Pakuła
Richard A Crocombe
Ellen V Miseo
Andreas C Liapis
Faisal Ahmed
Zhipei Sun
Chrysoula Chandrinou
Marianneza Chatzipetrou
Ioanna Zergioti
Ulrich Trog
Anja Haase
Martin Smolka
Lex Oosterveld
Chris Van Hoof
André Müller
Michael Hlavatsch
Diellza Bajrami
Ernesto Olvera-Gonzalez
Nivia Escalante-Garcia
Arturo B Soro
Koenraad Van Hoorde
Brijesh K Tiwari
Thomas Westerhoff
Michael Kneissl
Anna Grazia Mignani
author_sort Lien Smeesters
collection DOAJ
description Photonics technologies play a crucial role in driving technological advancements within the agrifood industry, aiming to deliver a sustainable food and agriculture, and offering healthy, nutritious and safe food for all of us. Particularly, optical sensors and imaging systems, together with machine-learning processing and advanced lighting, play a pivotal role in monitoring crop and soil health with unprecedented precision, while safeguarding the food supply chain. This roadmap aims to provide an overview of the state-of-the-art photonics technologies benefitting agrifood applications, including a view on their current limitations, challenges and future potential, while addressing practical case studies. Future trends towards multimodal sensors and sensor fusion, artificial intelligence and digital twins, miniaturization and controlled farming are highlighted. The revolutionizing capabilities of the photonics technologies are indicated, inspiring future applications and developments, and paving the way towards optimized resource utilization, increased crop yields, stopping land degradation and reduction of food waste.
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spelling doaj-art-75e2145301b5476ea05dfe4031cfeea32025-08-20T02:35:57ZengIOP PublishingJPhys Photonics2515-76472025-01-017303250110.1088/2515-7647/adbea92025 photonics for agrifood roadmap: towards a sustainable and healthier planetLien Smeesters0Francesca Venturini1https://orcid.org/0000-0003-2562-9932Stefan Paulus2Anne-Katrin Mahlein3David Perpetuini4https://orcid.org/0000-0003-1903-0501Daniela Cardone5Arcangelo Merla6Benjamin Gac7Stephane Perrin8https://orcid.org/0000-0003-2470-7636Denis Trégoat9Luiz Poffo10https://orcid.org/0000-0001-6238-4191Antoine Fournier11https://orcid.org/0009-0002-4764-5845Giuseppe Bonifazi12Silvia Serranti13Wenzhi Liao14Noureddin Osseiran15Mathias Vanwolleghem16https://orcid.org/0000-0003-1759-459XRomain Peretti17Aparajita Bandyopadhyay18https://orcid.org/0000-0002-1661-1266Karl Bertling19https://orcid.org/0000-0003-1087-2315Krishnan Parameswaran20Aleksandar D Rákic21Amartya Sengupta22Sune Svanberg23Małgorzata Kujawinska24Daniel Cozzolino25Dolores Pérez Marín26https://orcid.org/0000-0001-6629-4003José A Entrenas de León27Irina Torres Rodríguez28Marietta Fodor29https://orcid.org/0000-0001-8647-3201Eszter Benes30Anna Matkovits31Zsuzsa Jókai32Simona M Cristescu33https://orcid.org/0000-0001-9012-4119Amir Khodabakhsh34Khalil Jahromi35Mohammadreza Nematollahi36Frans H Harren37Eugene Rokx38Ewa Sikorska39https://orcid.org/0000-0002-0425-5807Kay Sowoidnich40https://orcid.org/0000-0002-7173-2677Martin Maiwald41https://orcid.org/0000-0003-1166-5529Bernd Sumpf42https://orcid.org/0000-0001-5044-955XMatthieu Roussey43Kai-Erik Peiponen44Antoni Femenias45Polina Fomina46Vjekoslav Kokoric47Robert Stach48Boris Mizaikoff49https://orcid.org/0000-0002-5583-7962Maria Konstantaki50Stavros Pissadakis51Umberto Michelucci52Sławomir Paśko53Anna Pakuła54Richard A Crocombe55Ellen V Miseo56Andreas C Liapis57Faisal Ahmed58https://orcid.org/0000-0002-7483-0264Zhipei Sun59Chrysoula Chandrinou60Marianneza Chatzipetrou61Ioanna Zergioti62https://orcid.org/0000-0001-6341-4495Ulrich Trog63Anja Haase64Martin Smolka65Lex Oosterveld66Chris Van Hoof67André Müller68https://orcid.org/0000-0001-8496-3004Michael Hlavatsch69Diellza Bajrami70https://orcid.org/0000-0001-5424-5175Ernesto Olvera-Gonzalez71Nivia Escalante-Garcia72Arturo B Soro73https://orcid.org/0000-0001-6378-9334Koenraad Van Hoorde74Brijesh K Tiwari75Thomas Westerhoff76Michael Kneissl77Anna Grazia Mignani78Department of Applied Physics and Photonics, Vrije Universiteit Brussel and Flanders Make, Brussels Photonics (B-PHOT) , Pleinlaan 2, B-1050 Brussels, BelgiumSchool of Engineering, ZHAW Zurich University of Applied Sciences , 8401 Winterthur, Switzerland; TOELT LLC, Research and Development , 8600 Duebendorf, SwitzerlandInstitute of Sugar Beet Research , Holtenser Landstr. 77, 37079 Göttingen, GermanyInstitute of Sugar Beet Research , Holtenser Landstr. 77, 37079 Göttingen, GermanyDepartment of Engineering and Geology, University ‘D’Annunzio’ of Chieti-Pescara , Pescara 65127, ItalyDepartment of Engineering and Geology, University ‘D’Annunzio’ of Chieti-Pescara , Pescara 65127, ItalyDepartment of Engineering and Geology, University ‘D’Annunzio’ of Chieti-Pescara , Pescara 65127, ItalyArvalis, 45 Voie Romaine , 41240 Beauce la Romaine, France; Université de Rennes, CNRS, Institut FOTON—UMR 6082 , F-22305 Lannion, FrancePhotonics Bretagne , 4 Rue Louis de Broglie, 22300 Lannion, FrancePhotonics Bretagne , 4 Rue Louis de Broglie, 22300 Lannion, FranceUniversity of Limoges , XLIM UMR CNRS, 7252, Limoges, FranceArvalis, 45 Voie Romaine , 41240 Beauce la Romaine, FranceDepartment of Chemical Engineering, Materials and Environment, Sapienza—University of Rome , via Eudossiana 18, 00184 Rome, ItalyDepartment of Chemical Engineering, Materials and Environment, Sapienza—University of Rome , via Eudossiana 18, 00184 Rome, ItalyFlanders Make , 8500 Kortrijk, Belgium; Department of Telecommunications and Information Processing, Ghent University , 9000 Ghent, BelgiumInstitut d’Electronique de Microélectronique et de Nanotechnologie (IEMN), CNRS–UMR 8520, Université de Lille , 59652 Villeneuve d’Ascq, FranceInstitut d’Electronique de Microélectronique et de Nanotechnologie (IEMN), CNRS–UMR 8520, Université de Lille , 59652 Villeneuve d’Ascq, FranceInstitut d’Electronique de Microélectronique et de Nanotechnologie (IEMN), CNRS–UMR 8520, Université de Lille , 59652 Villeneuve d’Ascq, FranceDRDO-Industry-Academia Centre of Excellence (DIA-CoE), Indian Institute of Technology Delhi , New Delhi 110016, IndiaSchool of Electrical Engineering and Computer Science, University of Queensland , Brisbane QLD 4072, AustraliaCambridge Consultants , Boston, MA, United States of AmericaSchool of Electrical Engineering and Computer Science, University of Queensland , Brisbane QLD 4072, AustraliaSchool of Electrical Engineering and Computer Science, University of Queensland , Brisbane QLD 4072, Australia; Department of Physics, Indian Institute of Technology Delhi , New Delhi 110016, IndiaPhysics Department, Lund University , SE-221 00 Lund, SwedenInstitute of Micromechanics and Photonics, Warsaw University of Technology , 8 Sw. Andrzeja Boboli St, 02-525 Warsaw, Poland; Central Office of Measures , 2 Elektoralna St., 00-139 Warsaw, PolandCentre for Nutrition and Food Sciences, Queensland Alliance for Agriculture and Food Innovation (QAAFI), The University of Queensland , St.Lucia, Brisbane QLD 4072, AustraliaNon-Destructive Spectral Sensors Unit, Department of Animal Production, Faculty of Agriculture and Forestry Engineering (ETSIAM), University of Cordoba , Campus de Rabanales, 14071 Cordoba, SpainNon-Destructive Spectral Sensors Unit, Department of Animal Production, Faculty of Agriculture and Forestry Engineering (ETSIAM), University of Cordoba , Campus de Rabanales, 14071 Cordoba, SpainNon-Destructive Spectral Sensors Unit, Department of Animal Production, Faculty of Agriculture and Forestry Engineering (ETSIAM), University of Cordoba , Campus de Rabanales, 14071 Cordoba, SpainDepartment of Food and Analytical Chemistry H-1118, Hungarian University of Agriculture and Life Sciences, Institute of Food Science and Technology , Villányi st. 29-31, Budapest, HungaryDepartment of Food and Analytical Chemistry H-1118, Hungarian University of Agriculture and Life Sciences, Institute of Food Science and Technology , Villányi st. 29-31, Budapest, HungaryDepartment of Food and Analytical Chemistry H-1118, Hungarian University of Agriculture and Life Sciences, Institute of Food Science and Technology , Villányi st. 29-31, Budapest, HungaryDepartment of Food and Analytical Chemistry H-1118, Hungarian University of Agriculture and Life Sciences, Institute of Food Science and Technology , Villányi st. 29-31, Budapest, HungaryLife Science Trace Detection Laboratory, (TDLab), Institute of Molecules and Materials, Faculty of Science, Radboud University , Heyendaalseweg 135, 6525 AJ Nijmegen, The NetherlandsLife Science Trace Detection Laboratory, (TDLab), Institute of Molecules and Materials, Faculty of Science, Radboud University , Heyendaalseweg 135, 6525 AJ Nijmegen, The NetherlandsIntero Integrity Services, Research and Development Group , Steenoven 2-6, 4196 HG Tricht, The NetherlandsR&D Department, ASMPT ALSI B.V. , Platinawerf 20, 6641 TL Beuningen, The NetherlandsLife Science Trace Detection Laboratory, (TDLab), Institute of Molecules and Materials, Faculty of Science, Radboud University , Heyendaalseweg 135, 6525 AJ Nijmegen, The NetherlandsStorex B.V. Beneden Havendijk 89 , NL-3295 XB’s Gravendeel, The NetherlandsInstitute of Quality Science, Poznań University of Economics and Business , al. Niepodległości 10, 61-875 Poznań, PolandFerdinand-Braun-Institut (FBH), Leibniz-Institut für Höchstfrequenztechnik , Gustav-Kirchhoff-Str. 4, 12489 Berlin, GermanyFerdinand-Braun-Institut (FBH), Leibniz-Institut für Höchstfrequenztechnik , Gustav-Kirchhoff-Str. 4, 12489 Berlin, GermanyFerdinand-Braun-Institut (FBH), Leibniz-Institut für Höchstfrequenztechnik , Gustav-Kirchhoff-Str. 4, 12489 Berlin, GermanyDepartment of Physics and Mathematics, Center for Photonics Sciences, University of Eastern Finland , PO Box 111, 80101 Joensuu, FinlandDepartment of Physics and Mathematics, Center for Photonics Sciences, University of Eastern Finland , PO Box 111, 80101 Joensuu, FinlandInstitute of Analytical and Bioanalytical Chemistry, Ulm University , Albert-Einstein-Allee 11, 89069 Ulm, GermanyInstitute of Analytical and Bioanalytical Chemistry, Ulm University , Albert-Einstein-Allee 11, 89069 Ulm, GermanyHahn-Schickard , Sedanstraße 14, 89077 Ulm, GermanyHahn-Schickard , Sedanstraße 14, 89077 Ulm, GermanyInstitute of Analytical and Bioanalytical Chemistry, Ulm University , Albert-Einstein-Allee 11, 89069 Ulm, Germany; Hahn-Schickard , Sedanstraße 14, 89077 Ulm, GermanyInstitute of Electronic Structure and Laser (IESL), Foundation for Research and Technology- Hellas (FORTH) , 70013 Heraklion, Crete, GreeceInstitute of Electronic Structure and Laser (IESL), Foundation for Research and Technology- Hellas (FORTH) , 70013 Heraklion, Crete, GreeceTOELT LLC, Research and Development , 8600 Duebendorf, Switzerland; Computer Science Department, Lucerne University of Applied Sciences and Arts , 6343 Rotkreuz, SwitzerlandInstitute of Micromechanics and Photonics, Warsaw University of Technology , 8 Sw. Andrzeja Boboli St, 02-525 Warsaw, PolandInstitute of Micromechanics and Photonics, Warsaw University of Technology , 8 Sw. Andrzeja Boboli St, 02-525 Warsaw, PolandCrocombe Spectroscopic Consulting , Greater Boston, MA, United States of AmericaConsultant , Greater Boston, MA, United States of AmericaQTF Centre of Excellence, Department of Electronics and Nanoengineering, Aalto University , Espoo, FinlandQTF Centre of Excellence, Department of Electronics and Nanoengineering, Aalto University , Espoo, FinlandQTF Centre of Excellence, Department of Electronics and Nanoengineering, Aalto University , Espoo, FinlandSchool of Mathematical and Physical Sciences, Physics Department, National Technical University of Athens , Heroon Polytehneiou 9, 157 72 Athens, GreeceSchool of Mathematical and Physical Sciences, Physics Department, National Technical University of Athens , Heroon Polytehneiou 9, 157 72 Athens, GreeceSchool of Mathematical and Physical Sciences, Physics Department, National Technical University of Athens , Heroon Polytehneiou 9, 157 72 Athens, GreeceJOANNEUM RESEARCH Forschungsgesellschaft mbH , Leonhardstrasse 59, 8010 Graz, AustriaJOANNEUM RESEARCH Forschungsgesellschaft mbH , Leonhardstrasse 59, 8010 Graz, AustriaJOANNEUM RESEARCH Forschungsgesellschaft mbH , Leonhardstrasse 59, 8010 Graz, AustriaOnePlanet Research Center and imec , Bronland 10, 6708 WH, Wageningen, The NetherlandsOnePlanet Research Center and imec , Bronland 10, 6708 WH, Wageningen, The NetherlandsFerdinand-Braun-Institut (FBH), Leibniz-Institut für Höchstfrequenztechnik , Gustav-Kirchhoff-Str. 4, 12489 Berlin, GermanyInstitute of Analytical and Bioanalytical Chemistry, Ulm University , Albert-Einstein-Allee 11, 89069 Ulm, GermanyInstitute of Analytical and Bioanalytical Chemistry, Ulm University , Albert-Einstein-Allee 11, 89069 Ulm, GermanyLaboratorio de Iluminación Artificial (LIA), Tecnológico Nacional de México Campus Pabellón de Arteaga , Carretera a la Estación de Rincón Km. 1, Pabellón de Arteaga, Aguascalientes 20670, MexicoLaboratorio de Iluminación Artificial (LIA), Tecnológico Nacional de México Campus Pabellón de Arteaga , Carretera a la Estación de Rincón Km. 1, Pabellón de Arteaga, Aguascalientes 20670, MexicoDepartament de Nutrició, Ciències de l’Alimentació i Gastronomia, Facultat de Farmàcia i Ciències de l’Alimentació, Campus de l’Alimentació de Torribera, University of Barcelona , Barcelona, Spain; Institut de Recerca en Nutrició i Seguretat Alimentària (INSA·UB), University of Barcelona , Barcelona, SpainDepartment of Infectious Diseases in Humans, Foodborne Pathogens Unit , Sciensano, Brussels, BelgiumTeagasc Ashtown Food Research Centre , Dublin, IrelandSmart UV Systems at Fraunhofer Institute of Optronics, System Technologies, and Image Exploitation , Am Vogelherd 90, 98693 Ilmenau, GermanyFerdinand-Braun-Institut (FBH), Leibniz-Institut für Höchstfrequenztechnik , Gustav-Kirchhoff-Str. 4, 12489 Berlin, Germany; Institute of Solid State Physics, Technische Universität Berlin , Hardenbergstr. 36, 10623 Berlin, GermanyCNR—Istituto di Fisica Applicata ‘Nello Carrara’ , 50019 Sesto Fiorentino (FI), ItalyPhotonics technologies play a crucial role in driving technological advancements within the agrifood industry, aiming to deliver a sustainable food and agriculture, and offering healthy, nutritious and safe food for all of us. Particularly, optical sensors and imaging systems, together with machine-learning processing and advanced lighting, play a pivotal role in monitoring crop and soil health with unprecedented precision, while safeguarding the food supply chain. This roadmap aims to provide an overview of the state-of-the-art photonics technologies benefitting agrifood applications, including a view on their current limitations, challenges and future potential, while addressing practical case studies. Future trends towards multimodal sensors and sensor fusion, artificial intelligence and digital twins, miniaturization and controlled farming are highlighted. The revolutionizing capabilities of the photonics technologies are indicated, inspiring future applications and developments, and paving the way towards optimized resource utilization, increased crop yields, stopping land degradation and reduction of food waste.https://doi.org/10.1088/2515-7647/adbea9agriculturespectroscopyphotonicsagrifood industryoptical sensorsmachine learning
spellingShingle Lien Smeesters
Francesca Venturini
Stefan Paulus
Anne-Katrin Mahlein
David Perpetuini
Daniela Cardone
Arcangelo Merla
Benjamin Gac
Stephane Perrin
Denis Trégoat
Luiz Poffo
Antoine Fournier
Giuseppe Bonifazi
Silvia Serranti
Wenzhi Liao
Noureddin Osseiran
Mathias Vanwolleghem
Romain Peretti
Aparajita Bandyopadhyay
Karl Bertling
Krishnan Parameswaran
Aleksandar D Rákic
Amartya Sengupta
Sune Svanberg
Małgorzata Kujawinska
Daniel Cozzolino
Dolores Pérez Marín
José A Entrenas de León
Irina Torres Rodríguez
Marietta Fodor
Eszter Benes
Anna Matkovits
Zsuzsa Jókai
Simona M Cristescu
Amir Khodabakhsh
Khalil Jahromi
Mohammadreza Nematollahi
Frans H Harren
Eugene Rokx
Ewa Sikorska
Kay Sowoidnich
Martin Maiwald
Bernd Sumpf
Matthieu Roussey
Kai-Erik Peiponen
Antoni Femenias
Polina Fomina
Vjekoslav Kokoric
Robert Stach
Boris Mizaikoff
Maria Konstantaki
Stavros Pissadakis
Umberto Michelucci
Sławomir Paśko
Anna Pakuła
Richard A Crocombe
Ellen V Miseo
Andreas C Liapis
Faisal Ahmed
Zhipei Sun
Chrysoula Chandrinou
Marianneza Chatzipetrou
Ioanna Zergioti
Ulrich Trog
Anja Haase
Martin Smolka
Lex Oosterveld
Chris Van Hoof
André Müller
Michael Hlavatsch
Diellza Bajrami
Ernesto Olvera-Gonzalez
Nivia Escalante-Garcia
Arturo B Soro
Koenraad Van Hoorde
Brijesh K Tiwari
Thomas Westerhoff
Michael Kneissl
Anna Grazia Mignani
2025 photonics for agrifood roadmap: towards a sustainable and healthier planet
JPhys Photonics
agriculture
spectroscopy
photonics
agrifood industry
optical sensors
machine learning
title 2025 photonics for agrifood roadmap: towards a sustainable and healthier planet
title_full 2025 photonics for agrifood roadmap: towards a sustainable and healthier planet
title_fullStr 2025 photonics for agrifood roadmap: towards a sustainable and healthier planet
title_full_unstemmed 2025 photonics for agrifood roadmap: towards a sustainable and healthier planet
title_short 2025 photonics for agrifood roadmap: towards a sustainable and healthier planet
title_sort 2025 photonics for agrifood roadmap towards a sustainable and healthier planet
topic agriculture
spectroscopy
photonics
agrifood industry
optical sensors
machine learning
url https://doi.org/10.1088/2515-7647/adbea9
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