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Documents disponibles écrits par cet auteur (9)
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Article
D. Paudel ; A. de Wit ; H. Boogaard ; D. Marcos ; S. Osinga ; I.N. Athanasiadis |Machine learning models for crop yield forecasting often rely on expert-designed features or predictors. The effectiveness and interpretability of these handcrafted features depends on the expertise of the people designing them. Neural networks [...]
Article
CONTEXT Big data applications in agriculture evolve fast, as more experience, applications, good practices and computational power become available. Actual solutions to real-life problems are scarce. What characterizes the adoption of big data p[...]
Article
Machine learning (ML) expands traditional data analysis and presents a range of opportunities in ecosystem service (ES) research, offering rapid processing of ?big data? and enabling significant advances in data description and predictive modell[...]
Article
Digital twins are being adopted by increasingly more industries, transforming them and bringing new opportunities. Digital twins provide previously unheard levels of control over physical entities and help to manage complex systems by integratin[...]
Chapitre d'ouvrage
M. Donatelli ; G. Russell ; A.E. Rizzoli ; M. Acutis ; M. Adam ; I.N. Athanasiadis ; M. Balderacchi ; L. Bechini ; H. Belhouchette | 2010Although existing simulation tools can be used to study the impact of agricultural management on production activities in specific environments, they suffer from several limitations. They are largely specialized for specific production activitie[...]
Chapitre d'ouvrage
K. Louhichi ; S. Janssen ; A. Kanellopoulos ; H. Li ; N. Borkowski ; G. Flichman ; H. Hengsdijk ; P. Zander ; M. Blanco Fonseca ; G. Stokstad ; I.N. Athanasiadis ; A.E. Rizzoli ; D. Huber ; T. Heckelei ; M. van Ittersum | 2010The aim of this chapter is to present a bio-economic modelling framework established to provide insight into the complex nature of agricultural systems and to assess the impacts of agricultural and environmental policies and technological innova[...]
Article
S. Janssen ; F. Ewert ; H. Li ; I.N. Athanasiadis ; J.E. Wien ; O. Therond ; R. Knapen ; I. Bezlepkina ; J. Alkan Olsson ; A.E. Rizzoli ; H. Belhouchette ; M. Svensson ; M. van Ittersum |Integrated Assessment and Modelling (IAM) provides an interdisciplinary approach to support ex-ante decision-making by combining quantitative models representing different systems and scales into a framework for integrated assessment. Scenarios [...]
Actes de Congrès ou Communication isolée
S.J.C. Janssen ; J.E. Wien ; H. Li ; I.N. Athanasiadis ; F. Ewert ; R. Knapen ; D. Huber ; O. Therond ; A.E. Rizzoli ; H. Belhouchette ; M. Svensson ; M. van Ittersum | Wageningen [Pays-Bas] : Wageningen University | 2007Integrated Assessment Modelling provides a systematic inter disciplinary approach to support coherent ex-ante decision making by a flexible integration of (reusable) models and datasets across scales. Within integrated assessment modelling a coh[...]
Communication à un Congrès (avec Actes)
