Fruit Ring Rot Simulation Based on Reaction-Diffusion Model

Dongfang Fan, Shiguang Liu, Yin-wei Wei
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引用次数: 9

Abstract

Simulating the process of fruit disease using computer techniques can help make effective prevention and establish corresponding treatment. Aging and blemish in fruits' appearance can also enhance the realism of a synthetic scene, with wide applications in virtual reality, games, and special effects. However, little attention has been paid in such field. This paper proposed a novel method for simulation of fruit ring rot process, which is one of the main diseases of fruits. An improved reaction diffusion model was adopted to model the colony formation. This model enables simulating the growth and movement of fruit ring rot accurately, accounting for different properties of different fruits including ambient temperature, humidity, skin thickness and porosity, etc. The initial nutrient parameters can be friendly designed according to ring rot characteristics. The software of Maya is utilized for fruit modeling and disease area rendering. Various results show that our method can produce the similar fruit ring rot symptom to the real data, providing technical supports for teaching, scientific research as well as promotion of agricultural science and technology.
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基于反应-扩散模型的果实环腐病模拟
利用计算机技术模拟果实病害的发生过程,有助于有效预防和制定相应的防治措施。水果外观的老化和瑕疵也可以增强合成场景的真实感,在虚拟现实、游戏和特效中有着广泛的应用。然而,这一领域的研究很少得到重视。摘要提出了一种模拟果实环腐病过程的新方法。采用改进的反应扩散模型来模拟菌落的形成。该模型能够准确地模拟果实环腐病的生长和运动,考虑到不同果实的不同特性,包括环境温度、湿度、果皮厚度和孔隙度等。根据环腐病的特点,合理设计初始养分参数。利用Maya软件进行水果建模和病害区域渲染。各种结果表明,该方法能产生与实际数据相似的果实环腐病症状,为教学、科研和农业科技推广提供了技术支持。
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