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Rice plant type quantitative control method integrating crop virtual growth model

A technology of rice plant type and growth model

Active Publication Date: 2015-02-25
ZHEJIANG UNIV OF TECH
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Problems solved by technology

[0005] In order to further assist the breeding method combining traditional crop breeding and modern bioengineering, and make up for the shortcomings of long experimental period, poor pertinence, and cumbersome manual operations in the general crop plant type design process, the present invention provides a quantitative control method for rice plant type , this method can automatically and quickly select the ideal plant type of crops, so as to optimize the plant type in a targeted manner and play an auxiliary role in the breeding process

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  • Rice plant type quantitative control method integrating crop virtual growth model
  • Rice plant type quantitative control method integrating crop virtual growth model
  • Rice plant type quantitative control method integrating crop virtual growth model

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Embodiment Construction

[0073] Taking rice as an example, the present invention constructs a rice virtual growth model, and uses an improved genetic algorithm to realize rice plant type optimization. With reference to the drawings, the specific implementation of this method for plant type optimization is as follows:

[0074] A plant type quantitative control method combined with a crop virtual growth model is characterized in that the virtual plant model is organically integrated with a computer optimization algorithm, and includes the following steps:

[0075] Step 1. Crop model construction

[0076] 1.1 First, conduct comprehensive data collection: experimentally record the morphological dynamics of the target crop throughout the growth period, including the geometric characteristics and traits data from organs to individuals and the entire crop population, as well as physiological data and environmental data (such as light Amount, etc.);

[0077] 1.2 Secondly, build a crop growth model: Based on computer...

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Abstract

Provided is a rice plant type quantitative design method integrating a crop virtual growth model. The crop virtual growth model is constructed, effective correlation and combination of the main plant physiological process, morphological structures and a light environmental model are achieved, and visual virtual growth of crop plants can be achieved; in the crop virtual growth model, morphologies of crops at different growth periods are set up through a structure model, a physiological model is used for realizing dynamic prediction of production, distribution and final yield of crop assimilates, and the light environmental model is used for computing crop canopy light radiation quantity and crop individual fractional interception of photosynthetic active radiation; the crop plant type structure is continuously changed through an optimization algorithm, so that simulation results of different adaption degrees are obtained, and the optimal crop plant type based on different targets can be obtained; the different adaption degrees are used as optimization results of the targets and set as morphological parameters of the virtual growth model, analog operation is carried out, horizontal and longitudinal comparison is carried out, and the optimal plant type data of crops are verified and determined.

Description

Technical field [0001] The content of the present invention relates to the fields of plant virtual modeling, plant physiology and ecology, and optimization algorithm design. It is a crop plant type control method that can realize automatic crop plant type optimization, and can be applied to the quantitative control and design of crop plant type. Background technique [0002] After a long period of development, traditional breeding has formed a complete set of breeding theory and technical system, and has made great achievements in practice. Especially since the 1980s, the rapid development of modern biotechnology and its combination with traditional breeding techniques have promoted the development of traditional breeding at the molecular level. However, it is not realistic to use molecular biology technology as a means to assist traditional breeding to design excellent plant types. Therefore, the current research on high-yield crop breeding requires researchers to continuously ...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/50G06T17/00
Inventor 徐利锋丁维龙危扬陈淑娇刘洋郑蕾程志君
Owner ZHEJIANG UNIV OF TECH
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