Plant Modeling and Its Applications to Agriculture

Yan Guo
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引用次数: 7

Abstract

While the world population is dramatically increasing, arable land is decreasing significantly in developing countries such as China. As a result, food security is and will be a primary concern, especially for developing countries with huge population and limited arable land resources. To sustain food supplies, it is urgent to conduct research towards a second green revolution, which will build high crop yields by means of developing super-high yield varieties and optimizing management practices. The functional-structural plant models have the potential to provide robust tools for designing crop ideotype and best management regimes. A functional-structural plant model is built up by integrating ecophysiological knowledge and plant structural growth dynamics. It can be used to simulate the resource acquisition, biomass production and partitioning in plants at organ, plant, and plant stand levels. Thus it can be used to design and optimize the morphological traits for new crop varieties so that they can capture resources (e.g. sunlight) more efficiently. Developing countries, such as China, are facing the problems of irrigation water shortage, low soil fertility, and abuse of inorganic fertilizers, pesticides and herbicides. Optimized field management regimes are required to solve these troubles. And these management regimes can be achieved with simulation by plant models, which incorporate the function and structure of plant's aerial part and root system, coupling with micro-environmental models e.g. soil water and solute transportation models.
植物建模及其在农业中的应用
在世界人口急剧增加的同时,像中国这样的发展中国家的可耕地却在急剧减少。因此,粮食安全现在和将来都是首要问题,特别是对于人口众多、耕地资源有限的发展中国家。为了维持粮食供应,迫切需要开展第二次绿色革命的研究,通过开发超高产品种和优化管理实践来提高作物产量。功能-结构植物模型有潜力为设计作物理想型和最佳管理制度提供强有力的工具。将生态生理学知识与植物结构生长动力学相结合,建立了植物功能-结构模型。它可以在器官、植株和林分水平上模拟植物的资源获取、生物量生产和分配。因此,它可以用于设计和优化新作物品种的形态特征,使它们能够更有效地捕获资源(如阳光)。发展中国家,如中国,正面临着灌溉用水短缺、土壤肥力低、无机肥料、农药和除草剂滥用等问题。为了解决这些问题,需要优化现场管理制度。这些管理制度可以通过植物模型模拟来实现,植物模型包括植物地面部分和根系的功能和结构,以及土壤水分和溶质运移模型等微环境模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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