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On the use of Agent-based modeling for smart farming
Lopez Jimenez, Jorge Alfredo; Vande Wouwer, Alain; Quijano, Nicanor
2018
 

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Keywords :
[en] ODD protocol; [en] agricultural systems; [en] Mathematical modeling
Abstract :
[en] In this paper, we investigate the possibility of using Agent-Based Models (ABMs) for describing a crop growing system. Even though ABMs have received increasing attention for modeling ecological systems, their use in modern farming is still limited. To develop such a model, a proper definition of the plants as agents can be provided following a standard protocol named ODD (overview, design concepts, and details). This description allows to define complex interaction between environment (e.g., soil, climatic conditions, and limited resources) and plants, and between plants. To validate this preliminary development, a comparative study is achieved with a classical crop-modeling environment, i.e., AquaCrop, using potato plants as sample crop.
Research center :
BIOSYS - Biosys
Disciplines :
Electrical & electronics engineering
Agriculture & agronomy
Author, co-author :
Lopez Jimenez, Jorge Alfredo 
Vande Wouwer, Alain  ;  Université de Mons > Faculté Polytechnique > Service Systèmes, Estimation, Commande et Optimisation
Quijano, Nicanor
Language :
English
Title :
On the use of Agent-based modeling for smart farming
Publication date :
10 October 2018
Event name :
22nd International Conference on System Theory, Control and Computing (ICSTCC 2018)
Event place :
Sinaia, Romania
Event date :
2018
Research unit :
F107 - Systèmes, Estimation, Commande et Optimisation
Research institute :
R100 - Institut des Biosciences
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