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        <BiographicalNote language="fre">&lt;p&gt;Véronique Bellon-Maurel est chercheuse à INRAE. Spécialiste d’agriculture numérique, elle est la fondatrice et la directrice de l’Institut Convergences #DigitAg depuis 10 ans. Elle est membre de l’académie des Technologies depuis 2020.&lt;/p&gt;</BiographicalNote>
        <BiographicalNote language="eng">&lt;p&gt;Véronique Bellon-Maurel is a researcher at INRAE. Specialist in digital agriculture, she is the founder and director of the #DigitAg Convergences Institute for the past 10 years. She has been a member of the French Academy of Technologies since 2020.&lt;/p&gt;</BiographicalNote>
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        <BiographicalNote language="fre">&lt;p&gt;Karine Gauche est enseignante-chercheuse en sciences de gestion à l’Institut Agro de Montpellier. Elle est directrice adjointe de #DigitAg depuis 2023.&lt;/p&gt;</BiographicalNote>
        <BiographicalNote language="eng">&lt;p&gt;Karine Gauche is a lecturer and researcher in management sciences at the Montpellier Agro Institute. She has been Deputy Director of #DigitAg since 2023.&lt;/p&gt;</BiographicalNote>
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        <BiographicalNote language="fre">&lt;p&gt;Martha-Lucia Enriquez est docteure en écologie animale. Depuis 2021, elle assure la gestion de #DigitAg.&lt;/p&gt;</BiographicalNote>
        <BiographicalNote language="eng">&lt;p&gt;Martha-Lucia Enriquez holds a PhD in animal ecology. She has been managing #DigitAg since 2021.&lt;/p&gt;</BiographicalNote>
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        <BiographicalNote language="fre">&lt;p&gt;Nathalie Lyon-Caen est chargée de diffusion scientifique pour #DigitAg et a assuré la coordination éditoriale de cet ouvrage.&lt;/p&gt;</BiographicalNote>
        <BiographicalNote language="eng">&lt;p&gt;Nathalie Lyon-Caen is responsible for scientific dissemination for #DigitAg and coordinated the editing of this book.&lt;/p&gt;</BiographicalNote>
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        <BiographicalNote language="fre">&lt;p&gt;Vincent Martin est le directeur du Bureau de l’innovation de l’Organisation des Nations unies pour l’alimentation et l’agriculture (FAO). Il a consacré sa carrière à la transformation des systèmes alimentaires et à la promotion d’approches scientifiques et innovantes pour relever les défis du développement durable. Il a préfacé cet ouvrage.&lt;/p&gt;</BiographicalNote>
        <BiographicalNote language="eng">&lt;p&gt;Vincent Martin is the Director of the Office of Innovation at the Food and Agriculture Organization of the United Nations (FAO). He has devoted his career to transforming food systems and promoting scientific and innovative approaches to address the challenges of sustainable development. He wrote the foreword to this book.&lt;/p&gt;</BiographicalNote>
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        <Text>&lt;p class="Style1"&gt;&lt;span class="Style4Car"&gt;&lt;span style="font-size:10.0pt;line-height:115%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;mso-themecolor:text1"&gt;For 10 years (2017-2026), the #DigitAg ConvergencesInstitute conducted research on digital agriculture, the result of thetransformation of agriculture through digitalisation, bringing together aninterdisciplinary community of researchers from various French research andhigher education organisations (INRAE, CIRAD, Institut Agro, University ofMontpellier, INRIA, ACTA, AgroParisTech).&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;p class="Style1"&gt;&lt;span class="Style4Car"&gt;&lt;span style="font-size:10.0pt;line-height:115%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;mso-themecolor:text1"&gt;This book describes the tools and methods developed,covering the entire data chain: from sensors to satellite imagery, includingdata processing, artificial intelligence, and decision support systems. Theiruses for phenotyping, sustainable livestock farming, and food security aredetailed. The book also explores the impacts of digitalisation on farmers'practices, ecosystems, and agricultural models in France and in the GlobalSouth. &lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;p class="Style1"&gt;&lt;span class="Style4Car"&gt;&lt;span style="font-size:10.0pt;line-height:115%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;mso-themecolor:text1"&gt;Interdisciplinarity is at the heart of this reflection:how did this community manage to bring together such diverse expertise? How didthis approach contribute to rethinking the agriculture of tomorrow? This bookprovides concrete answers to these questions, drawing on a decade ofcollaborative research.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;/p&gt;&lt;p class="Style1"&gt;&lt;span class="Style4Car"&gt;&lt;span style="font-size:10.0pt;line-height:115%;mso-bidi-font-family:Calibri;mso-bidi-theme-font:minor-latin;color:black;mso-themecolor:text1"&gt;This book is intended for students and researchers, andanyone interested in methodological advances in digital science and technologyin agriculture.&lt;o:p&gt;&lt;/o:p&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;</Text>
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        <Text>&lt;h4&gt;Preface&lt;/h4&gt;&lt;h5&gt;Vincent Martin&lt;/h5&gt;&lt;h4&gt;General Introduction&lt;/h4&gt;&lt;h5&gt;Karine Gauche, Véronique Bellon-Maurel&lt;/h5&gt;&lt;h4&gt;Part 1. Research for digital agriculture: development of digital tools&lt;/h4&gt;&lt;h5&gt;Chapter 1. Acquiring high-quality field data by improving sensors and their applicationVéronique Bellon-Maurel, Ryad Bendoula, Ludovic Brossard, Jean-Michel Roger, Bruno Tisseyre&lt;/h5&gt;&lt;h5&gt;Chapter 2. Processing of massive and multi-source dataDino Ienco, Roberto Interdonato, Alexandre Termier&lt;/h5&gt;&lt;h5&gt;Chapter 3. Information systems, semantic modelling and knowledge management for agricultureSandrine Auzoux, Alexandre Bazin, Marianne Huchard, Clément Jonquet, Pierre Martin, Marie-Laure Mugnier, Mathieu Roche, Catherine Roussey, Lucile Sautot, Danaï Symeonidou, Maguelonne Teisseire&lt;/h5&gt;&lt;h5&gt;Chapter 4. Supporting decision-making through digital modelling, simulation and data integrationFrédérick Garcia, Olivier Naud, Ivana Aleksovska, Bachar Tarraf, Sébastien Roux, François Brun, Laure Raynaud, Mathilde Chen, Olivier Gauriau, Luis Galarraga, Alexandre Termier, David Makowski, Léo Pichon, Yulin Zhang, Bruno Tisseyre, Julien Sarron, Émile Faye, Éric Malézieux, Anice Cheraiet, Sébastien Codis, Léa Courteille, Léa Tardieu, Hazaël Jones, Patrice Loisel, Marie Gosme, Gabriel Volte, Rodolphe Giroudeau, Éric Bourreau, Alain Rapaport, Bruno Cheviron, Ruben Chenevat, Nesrine Kalboussi, Patrick Taillandier, Ellen Laclef, Amandine Lurette, Arthur Scriban, Étienne Delay, Jonathan Vayssières, Paulo Salgado, Larisa Lee-Cruz, Eve Miguel, Annelise Tran&lt;/h5&gt;&lt;h4&gt;Part 2. Processes, practices, and instruments: understanding the multiple dimensions of agricultural digitalisation&lt;/h4&gt;&lt;h5&gt;Chapter 5. Agricultural digitalisation in the face of transitions: processes, stakeholders and systemic dynamicsKarine Gauche, Leila Temri, Mauro Florez, Boris Biao, Bekanty Kouass&lt;/h5&gt;&lt;h5&gt;Chapter 6. Digital practices and usages among farmers: insights into the relationship between digitalisation and the greening of agricultureChloé Alexandre, Noémie Bechtet, Romane Guillot, Pierre Labarthe, Théo Martin, Jeanne Oui, Louis Rénier, Nadège Ressia, Cadeau Rushigira, Éléonore Schnebelin, Jean-Marc Touzard&lt;/h5&gt;&lt;h5&gt;Chapter 7. Digital tools as instruments of intermediation: from multiple expectations to contrasted realitiesSophie Mignon, George Aboueldahab, Magali Aubert, Ysé Commandré, Micheline Mazawan Coulibaly, Romane Guillot, Anne Mione, Florent Saucède, Jan Smolinski&lt;/h5&gt;&lt;h4&gt;Part 3. How digital technology contributes to key agricultural challenges&lt;/h4&gt;&lt;h5&gt;Chapter 8. Contributions of digital technology to plant phenotypingBenoît de Solan, Marie Weiss&lt;/h5&gt;&lt;h5&gt;Chapter 9. Sustainable livestock farming systemsCharlotte Gaillard, Masoomeh Taghipoor, Céline Tallet, Yannick Le Cozler, Ludovic Brossard, Jean-Baptiste Menassol&lt;/h5&gt;&lt;h5&gt;Chapter 10. Observing, predicting, and explaining food securityAgnès Bégué, Roberto Interdonato, Valentine Lebourgeois, Louise Leroux, Élodie Maître d’Hôtel, Mathieu Roche, Maguelonne Teisseire, Sarah Valentin&lt;/h5&gt;&lt;h4&gt;Part 4. Reflective analysis and outlook for the Convergences Institute&lt;/h4&gt;&lt;h5&gt;Chapter 11. A perspective on the #DigitAg ‘Sud’ challenge: digital agriculture in the Global SouthNicolas Paget, Jean François Le Coq, Camille Richebourg, Émile Faye, Chloé Alexandre, Serena Ferrari, Jean-Daniel Cesaro, Martin Notaro, Pascal Bonnet&lt;/h5&gt;&lt;h5&gt;Chapter 12. The architecture of interdisciplinarity: an experiment in institutionalising an interdisciplinary scientific community at #DigitAgJongheon Kim, Karine Gauche&lt;/h5&gt;&lt;h5&gt;Chapter 13. The emergence of new digital models: towards accessible and responsible digital agricultureVéronique Bellon-Maurel, Leila Temri, Florent Saucede, Guilhem Brunel, Isabelle Piot-Lepetit, François Brun&lt;/h5&gt;&lt;h4&gt;Conclusion&lt;/h4&gt;&lt;h5&gt;Véronique Bellon-Maurel, Karine Gauche&lt;/h5&gt;&lt;h4&gt;Appendices&lt;/h4&gt;&lt;h4&gt;Authors and affiliations&lt;/h4&gt;&lt;h4&gt;Acknowledgments&lt;/h4&gt;</Text>
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        <BiographicalNote language="eng">&lt;p&gt;Vincent Martin is the Director of the Office of Innovation at the Food and Agriculture Organization of the United Nations (FAO). He has devoted his career to transforming food systems and promoting scientific and innovative approaches to address the challenges of sustainable development. He wrote the foreword to this book.&lt;/p&gt;</BiographicalNote>
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        <Text>&lt;h4&gt;Preface&lt;/h4&gt;&lt;h5&gt;Vincent Martin&lt;/h5&gt;&lt;h4&gt;General Introduction&lt;/h4&gt;&lt;h5&gt;Karine Gauche, Véronique Bellon-Maurel&lt;/h5&gt;&lt;h4&gt;Part 1. Research for digital agriculture: development of digital tools&lt;/h4&gt;&lt;h5&gt;Chapter 1. Acquiring high-quality field data by improving sensors and their applicationVéronique Bellon-Maurel, Ryad Bendoula, Ludovic Brossard, Jean-Michel Roger, Bruno Tisseyre&lt;/h5&gt;&lt;h5&gt;Chapter 2. Processing of massive and multi-source dataDino Ienco, Roberto Interdonato, Alexandre Termier&lt;/h5&gt;&lt;h5&gt;Chapter 3. Information systems, semantic modelling and knowledge management for agricultureSandrine Auzoux, Alexandre Bazin, Marianne Huchard, Clément Jonquet, Pierre Martin, Marie-Laure Mugnier, Mathieu Roche, Catherine Roussey, Lucile Sautot, Danaï Symeonidou, Maguelonne Teisseire&lt;/h5&gt;&lt;h5&gt;Chapter 4. Supporting decision-making through digital modelling, simulation and data integrationFrédérick Garcia, Olivier Naud, Ivana Aleksovska, Bachar Tarraf, Sébastien Roux, François Brun, Laure Raynaud, Mathilde Chen, Olivier Gauriau, Luis Galarraga, Alexandre Termier, David Makowski, Léo Pichon, Yulin Zhang, Bruno Tisseyre, Julien Sarron, Émile Faye, Éric Malézieux, Anice Cheraiet, Sébastien Codis, Léa Courteille, Léa Tardieu, Hazaël Jones, Patrice Loisel, Marie Gosme, Gabriel Volte, Rodolphe Giroudeau, Éric Bourreau, Alain Rapaport, Bruno Cheviron, Ruben Chenevat, Nesrine Kalboussi, Patrick Taillandier, Ellen Laclef, Amandine Lurette, Arthur Scriban, Étienne Delay, Jonathan Vayssières, Paulo Salgado, Larisa Lee-Cruz, Eve Miguel, Annelise Tran&lt;/h5&gt;&lt;h4&gt;Part 2. Processes, practices, and instruments: understanding the multiple dimensions of agricultural digitalisation&lt;/h4&gt;&lt;h5&gt;Chapter 5. Agricultural digitalisation in the face of transitions: processes, stakeholders and systemic dynamicsKarine Gauche, Leila Temri, Mauro Florez, Boris Biao, Bekanty Kouass&lt;/h5&gt;&lt;h5&gt;Chapter 6. Digital practices and usages among farmers: insights into the relationship between digitalisation and the greening of agricultureChloé Alexandre, Noémie Bechtet, Romane Guillot, Pierre Labarthe, Théo Martin, Jeanne Oui, Louis Rénier, Nadège Ressia, Cadeau Rushigira, Éléonore Schnebelin, Jean-Marc Touzard&lt;/h5&gt;&lt;h5&gt;Chapter 7. Digital tools as instruments of intermediation: from multiple expectations to contrasted realitiesSophie Mignon, George Aboueldahab, Magali Aubert, Ysé Commandré, Micheline Mazawan Coulibaly, Romane Guillot, Anne Mione, Florent Saucède, Jan Smolinski&lt;/h5&gt;&lt;h4&gt;Part 3. How digital technology contributes to key agricultural challenges&lt;/h4&gt;&lt;h5&gt;Chapter 8. Contributions of digital technology to plant phenotypingBenoît de Solan, Marie Weiss&lt;/h5&gt;&lt;h5&gt;Chapter 9. Sustainable livestock farming systemsCharlotte Gaillard, Masoomeh Taghipoor, Céline Tallet, Yannick Le Cozler, Ludovic Brossard, Jean-Baptiste Menassol&lt;/h5&gt;&lt;h5&gt;Chapter 10. Observing, predicting, and explaining food securityAgnès Bégué, Roberto Interdonato, Valentine Lebourgeois, Louise Leroux, Élodie Maître d’Hôtel, Mathieu Roche, Maguelonne Teisseire, Sarah Valentin&lt;/h5&gt;&lt;h4&gt;Part 4. Reflective analysis and outlook for the Convergences Institute&lt;/h4&gt;&lt;h5&gt;Chapter 11. A perspective on the #DigitAg ‘Sud’ challenge: digital agriculture in the Global SouthNicolas Paget, Jean François Le Coq, Camille Richebourg, Émile Faye, Chloé Alexandre, Serena Ferrari, Jean-Daniel Cesaro, Martin Notaro, Pascal Bonnet&lt;/h5&gt;&lt;h5&gt;Chapter 12. The architecture of interdisciplinarity: an experiment in institutionalising an interdisciplinary scientific community at #DigitAgJongheon Kim, Karine Gauche&lt;/h5&gt;&lt;h5&gt;Chapter 13. The emergence of new digital models: towards accessible and responsible digital agricultureVéronique Bellon-Maurel, Leila Temri, Florent Saucede, Guilhem Brunel, Isabelle Piot-Lepetit, François Brun&lt;/h5&gt;&lt;h4&gt;Conclusion&lt;/h4&gt;&lt;h5&gt;Véronique Bellon-Maurel, Karine Gauche&lt;/h5&gt;&lt;h4&gt;Appendices&lt;/h4&gt;&lt;h4&gt;Authors and affiliations&lt;/h4&gt;&lt;h4&gt;Acknowledgments&lt;/h4&gt;</Text>
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        <Text>&lt;h4&gt;Preface&lt;/h4&gt;&lt;h5&gt;Vincent Martin&lt;/h5&gt;&lt;h4&gt;General Introduction&lt;/h4&gt;&lt;h5&gt;Karine Gauche, Véronique Bellon-Maurel&lt;/h5&gt;&lt;h4&gt;Part 1. Research for digital agriculture: development of digital tools&lt;/h4&gt;&lt;h5&gt;Chapter 1. Acquiring high-quality field data by improving sensors and their applicationVéronique Bellon-Maurel, Ryad Bendoula, Ludovic Brossard, Jean-Michel Roger, Bruno Tisseyre&lt;/h5&gt;&lt;h5&gt;Chapter 2. Processing of massive and multi-source dataDino Ienco, Roberto Interdonato, Alexandre Termier&lt;/h5&gt;&lt;h5&gt;Chapter 3. Information systems, semantic modelling and knowledge management for agricultureSandrine Auzoux, Alexandre Bazin, Marianne Huchard, Clément Jonquet, Pierre Martin, Marie-Laure Mugnier, Mathieu Roche, Catherine Roussey, Lucile Sautot, Danaï Symeonidou, Maguelonne Teisseire&lt;/h5&gt;&lt;h5&gt;Chapter 4. Supporting decision-making through digital modelling, simulation and data integrationFrédérick Garcia, Olivier Naud, Ivana Aleksovska, Bachar Tarraf, Sébastien Roux, François Brun, Laure Raynaud, Mathilde Chen, Olivier Gauriau, Luis Galarraga, Alexandre Termier, David Makowski, Léo Pichon, Yulin Zhang, Bruno Tisseyre, Julien Sarron, Émile Faye, Éric Malézieux, Anice Cheraiet, Sébastien Codis, Léa Courteille, Léa Tardieu, Hazaël Jones, Patrice Loisel, Marie Gosme, Gabriel Volte, Rodolphe Giroudeau, Éric Bourreau, Alain Rapaport, Bruno Cheviron, Ruben Chenevat, Nesrine Kalboussi, Patrick Taillandier, Ellen Laclef, Amandine Lurette, Arthur Scriban, Étienne Delay, Jonathan Vayssières, Paulo Salgado, Larisa Lee-Cruz, Eve Miguel, Annelise Tran&lt;/h5&gt;&lt;h4&gt;Part 2. Processes, practices, and instruments: understanding the multiple dimensions of agricultural digitalisation&lt;/h4&gt;&lt;h5&gt;Chapter 5. Agricultural digitalisation in the face of transitions: processes, stakeholders and systemic dynamicsKarine Gauche, Leila Temri, Mauro Florez, Boris Biao, Bekanty Kouass&lt;/h5&gt;&lt;h5&gt;Chapter 6. Digital practices and usages among farmers: insights into the relationship between digitalisation and the greening of agricultureChloé Alexandre, Noémie Bechtet, Romane Guillot, Pierre Labarthe, Théo Martin, Jeanne Oui, Louis Rénier, Nadège Ressia, Cadeau Rushigira, Éléonore Schnebelin, Jean-Marc Touzard&lt;/h5&gt;&lt;h5&gt;Chapter 7. Digital tools as instruments of intermediation: from multiple expectations to contrasted realitiesSophie Mignon, George Aboueldahab, Magali Aubert, Ysé Commandré, Micheline Mazawan Coulibaly, Romane Guillot, Anne Mione, Florent Saucède, Jan Smolinski&lt;/h5&gt;&lt;h4&gt;Part 3. How digital technology contributes to key agricultural challenges&lt;/h4&gt;&lt;h5&gt;Chapter 8. Contributions of digital technology to plant phenotypingBenoît de Solan, Marie Weiss&lt;/h5&gt;&lt;h5&gt;Chapter 9. Sustainable livestock farming systemsCharlotte Gaillard, Masoomeh Taghipoor, Céline Tallet, Yannick Le Cozler, Ludovic Brossard, Jean-Baptiste Menassol&lt;/h5&gt;&lt;h5&gt;Chapter 10. Observing, predicting, and explaining food securityAgnès Bégué, Roberto Interdonato, Valentine Lebourgeois, Louise Leroux, Élodie Maître d’Hôtel, Mathieu Roche, Maguelonne Teisseire, Sarah Valentin&lt;/h5&gt;&lt;h4&gt;Part 4. Reflective analysis and outlook for the Convergences Institute&lt;/h4&gt;&lt;h5&gt;Chapter 11. A perspective on the #DigitAg ‘Sud’ challenge: digital agriculture in the Global SouthNicolas Paget, Jean François Le Coq, Camille Richebourg, Émile Faye, Chloé Alexandre, Serena Ferrari, Jean-Daniel Cesaro, Martin Notaro, Pascal Bonnet&lt;/h5&gt;&lt;h5&gt;Chapter 12. The architecture of interdisciplinarity: an experiment in institutionalising an interdisciplinary scientific community at #DigitAgJongheon Kim, Karine Gauche&lt;/h5&gt;&lt;h5&gt;Chapter 13. The emergence of new digital models: towards accessible and responsible digital agricultureVéronique Bellon-Maurel, Leila Temri, Florent Saucede, Guilhem Brunel, Isabelle Piot-Lepetit, François Brun&lt;/h5&gt;&lt;h4&gt;Conclusion&lt;/h4&gt;&lt;h5&gt;Véronique Bellon-Maurel, Karine Gauche&lt;/h5&gt;&lt;h4&gt;Appendices&lt;/h4&gt;&lt;h4&gt;Authors and affiliations&lt;/h4&gt;&lt;h4&gt;Acknowledgments&lt;/h4&gt;</Text>
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