This paper presents VirtualEP, a novel simulator for eggplant growth, integrating Agent-Based Modelling technology and existing knowledge of plant physiology. VirtualEP simulates the growth and development of eggplant as an evolution of a dynamic branching network whose nodes are represented by Autonomous Virtual Organs (AVOs). The AVO possesses inbuilt data structure, states and functional rules so that it can autonomously perform physiological procedures (eg photosynthesis, nutrient uptake, storage, mobilization and respiration, etc) to respond to environmental heterogeneity. A discrete implementation of pressure-flow paradigm is incorporated to simulate carbon, water and nitrogen transport and allocation among AVOs. Simulation results demonstrate that VirtualEP can effectively deal with global nutrients allocation, growth in response to variation of air temperature, solar radiation as well as water and nitrogen stress. Moreover, VirtualEP can also provide vivid 3D visualization of these features.
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Univ Maribor, Fac Elect Engn & Comp Sci, Koroska Cesta 46, Maribor 2000, SloveniaUniv Maribor, Fac Elect Engn & Comp Sci, Koroska Cesta 46, Maribor 2000, Slovenia
Strnad, Damjan
Kohek, Stefan
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Univ Maribor, Fac Elect Engn & Comp Sci, Koroska Cesta 46, Maribor 2000, SloveniaUniv Maribor, Fac Elect Engn & Comp Sci, Koroska Cesta 46, Maribor 2000, Slovenia
Kohek, Stefan
Benes, Bedrich
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Purdue Univ, Coll Sci, 150 N Univ St, W Lafayette, IN 47907 USAUniv Maribor, Fac Elect Engn & Comp Sci, Koroska Cesta 46, Maribor 2000, Slovenia
Benes, Bedrich
Kolmanic, Simon
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Univ Maribor, Fac Elect Engn & Comp Sci, Koroska Cesta 46, Maribor 2000, SloveniaUniv Maribor, Fac Elect Engn & Comp Sci, Koroska Cesta 46, Maribor 2000, Slovenia
Kolmanic, Simon
Zalik, Borut
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Univ Maribor, Fac Elect Engn & Comp Sci, Koroska Cesta 46, Maribor 2000, SloveniaUniv Maribor, Fac Elect Engn & Comp Sci, Koroska Cesta 46, Maribor 2000, Slovenia
机构:
Hefei Univ Technol, Sch Management, Hefei 230009, Peoples R China
Hefei Univ Technol, Key Lab Proc Optimizat & Intelligent Decis Making, Minist Educ, Hefei 230009, Peoples R China
Anhui Prov Key Lab Philosophy & Social Sci Smart M, Hefei 230009, Peoples R ChinaHefei Univ Technol, Sch Management, Hefei 230009, Peoples R China
Zhou, Kaile
Peng, Ning
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Hefei Univ Technol, Sch Management, Hefei 230009, Peoples R China
Hefei Univ Technol, Key Lab Proc Optimizat & Intelligent Decis Making, Minist Educ, Hefei 230009, Peoples R ChinaHefei Univ Technol, Sch Management, Hefei 230009, Peoples R China
Peng, Ning
Yin, Hui
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Hefei Univ Technol, Sch Management, Hefei 230009, Peoples R China
Anhui Prov Key Lab Philosophy & Social Sci Smart M, Hefei 230009, Peoples R ChinaHefei Univ Technol, Sch Management, Hefei 230009, Peoples R China
Yin, Hui
Hu, Rong
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Hefei Univ Technol, Sch Management, Hefei 230009, Peoples R China
Anhui Prov Key Lab Philosophy & Social Sci Smart M, Hefei 230009, Peoples R ChinaHefei Univ Technol, Sch Management, Hefei 230009, Peoples R China
机构:
Huanghuai Univ, Henan Prov Key Lab Smart Lighting, Zhumadian 463000, Peoples R China
Huanghuai Univ, Coll Comp & Artificial Intelligence, Zhumadian 463000, Peoples R China
Huanghuai Univ, Henan Int Joint Lab Behav Optimizat Control Smart, Zhumadian 463000, Peoples R ChinaHuanghuai Univ, Henan Prov Key Lab Smart Lighting, Zhumadian 463000, Peoples R China
Li, Gangqiang
Zhang, Rongquan
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Hong Kong Polytech Univ, Dept Elect Engn, Hong Kong, Peoples R China
Nanchang JiaoTong Inst, Coll Transportat, Nanchang 330044, Peoples R ChinaHuanghuai Univ, Henan Prov Key Lab Smart Lighting, Zhumadian 463000, Peoples R China
Zhang, Rongquan
Bu, Siqi
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Hong Kong Polytech Univ, Dept Elect Engn, Hong Kong, Peoples R ChinaHuanghuai Univ, Henan Prov Key Lab Smart Lighting, Zhumadian 463000, Peoples R China
Bu, Siqi
Zhang, Junming
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Huanghuai Univ, Henan Prov Key Lab Smart Lighting, Zhumadian 463000, Peoples R China
Huanghuai Univ, Henan Int Joint Lab Behav Optimizat Control Smart, Zhumadian 463000, Peoples R ChinaHuanghuai Univ, Henan Prov Key Lab Smart Lighting, Zhumadian 463000, Peoples R China
Zhang, Junming
Gao, Jinfeng
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Huanghuai Univ, Henan Prov Key Lab Smart Lighting, Zhumadian 463000, Peoples R China
Huanghuai Univ, Henan Int Joint Lab Behav Optimizat Control Smart, Zhumadian 463000, Peoples R ChinaHuanghuai Univ, Henan Prov Key Lab Smart Lighting, Zhumadian 463000, Peoples R China