一个准确整合苜蓿茎根生长发育的功能结构模型

Wuping Zhang, Guofang Wang, Jiwan Han, Fuzhong Li, Qian Zhang, J. Doonan
{"title":"一个准确整合苜蓿茎根生长发育的功能结构模型","authors":"Wuping Zhang, Guofang Wang, Jiwan Han, Fuzhong Li, Qian Zhang, J. Doonan","doi":"10.1109/PMA.2018.8611587","DOIUrl":null,"url":null,"abstract":"A model has been developed to quantify the organogenesis, structural dynamics, biomass production and allocation for alfalfa with shoots and roots. The basic units of development and growth were defined and symbolized into the Markov’s states with a set of parameters describing the functions of the units. The Markov chain model was employed to describe the organogenesis and the topological structure controlled by the phenological schedules expressed by thermal time (°C•d). The biomass produced by the photosynthetic organs using the Gaussian integration method was allocated to each organ in terms of relative demand and its kinetical process expressed by uniformization expansion rate. And the geometry magnitude of each organ was calculated by the allometric relationships among dry biomass and geometry for each type organ over time. The model was parameterized and calibrated by two different experiments. The model successfully mimiced plant growth and development from structure and function and the comparisons among measured and simulated values were conducted for root and shoot system. The results show that the both had a good consistency and similar change trends. Finally, we discuss some problems and future research and application of the model.","PeriodicalId":268842,"journal":{"name":"2018 6th International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications (PMA)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A functional-structural model for alfalfa that accurately integrates shoot and root growth and development\",\"authors\":\"Wuping Zhang, Guofang Wang, Jiwan Han, Fuzhong Li, Qian Zhang, J. Doonan\",\"doi\":\"10.1109/PMA.2018.8611587\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A model has been developed to quantify the organogenesis, structural dynamics, biomass production and allocation for alfalfa with shoots and roots. The basic units of development and growth were defined and symbolized into the Markov’s states with a set of parameters describing the functions of the units. The Markov chain model was employed to describe the organogenesis and the topological structure controlled by the phenological schedules expressed by thermal time (°C•d). The biomass produced by the photosynthetic organs using the Gaussian integration method was allocated to each organ in terms of relative demand and its kinetical process expressed by uniformization expansion rate. And the geometry magnitude of each organ was calculated by the allometric relationships among dry biomass and geometry for each type organ over time. The model was parameterized and calibrated by two different experiments. The model successfully mimiced plant growth and development from structure and function and the comparisons among measured and simulated values were conducted for root and shoot system. The results show that the both had a good consistency and similar change trends. Finally, we discuss some problems and future research and application of the model.\",\"PeriodicalId\":268842,\"journal\":{\"name\":\"2018 6th International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications (PMA)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 6th International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications (PMA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PMA.2018.8611587\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 6th International Symposium on Plant Growth Modeling, Simulation, Visualization and Applications (PMA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PMA.2018.8611587","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

建立了有根有芽的紫花苜蓿的器官发生、结构动力学、生物量生产和分配的定量模型。发育和生长的基本单位被定义并符号化为马尔可夫状态,并使用一组参数来描述这些单位的功能。采用马尔可夫链模型来描述由热时间(°C•d)表示的物候时间表控制的器官发生和拓扑结构。利用高斯积分法将光合器官产生的生物量按相对需求量分配给各器官,其动力学过程用均匀化膨胀率表示。通过各类型器官的干生物量与几何形状随时间的异速生长关系计算各器官的几何大小。通过两个不同的实验对模型进行了参数化和标定。该模型成功地从结构和功能两个方面模拟了植物的生长发育,并对根、梢系统的实测值和模拟值进行了比较。结果表明,两者具有较好的一致性和相似的变化趋势。最后,对该模型存在的问题和未来的研究与应用进行了讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
A functional-structural model for alfalfa that accurately integrates shoot and root growth and development
A model has been developed to quantify the organogenesis, structural dynamics, biomass production and allocation for alfalfa with shoots and roots. The basic units of development and growth were defined and symbolized into the Markov’s states with a set of parameters describing the functions of the units. The Markov chain model was employed to describe the organogenesis and the topological structure controlled by the phenological schedules expressed by thermal time (°C•d). The biomass produced by the photosynthetic organs using the Gaussian integration method was allocated to each organ in terms of relative demand and its kinetical process expressed by uniformization expansion rate. And the geometry magnitude of each organ was calculated by the allometric relationships among dry biomass and geometry for each type organ over time. The model was parameterized and calibrated by two different experiments. The model successfully mimiced plant growth and development from structure and function and the comparisons among measured and simulated values were conducted for root and shoot system. The results show that the both had a good consistency and similar change trends. Finally, we discuss some problems and future research and application of the model.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Functional-structural plant model for testing the effect of maize architecture on hourly light distribution in strip-intercropping systems Three-dimensional quantification of intercropping crops in field by ground and aerial photography A dynamic model of xylem and phloem flux in an apple branch Simulating light spectrum within a soybean canopy in an LED growth chamber Influence of Neighboring Plants on the Variation of Red to Far-Red ratio in Intercropping System: Simulation of light quality
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1