A method and system for predicting and regulating plant growth based on gene interaction
A technology for plant growth and prediction equations, applied in the field of bioinformatics, can solve problems such as inability to infer plant growth status
Active Publication Date: 2017-02-08
BEIJING FORESTRY UNIVERSITY
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Problems solved by technology
[0003] In recent years, most studies have used ecological and physiological ecological methods to describe the interaction between species in time and space dimensions, but this method cannot infer the past growth status of plants through genetic interactions and predict future growth trends
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[0089] In order to make the technical problems, technical solutions and advantages to be solved by the present invention clearer, a detailed description will be given below in conjunction with the accompanying drawings and specific embodiments.
[0090] Aiming at the problem that the prior art cannot infer the past growth status of plants through gene interaction and predict the future growth trend, the present invention provides a method for predicting and regulating plant growth based on gene interaction.
[0091] Such as figure 1 As shown, an embodiment of the present invention is a flowchart of a method for predicting and regulating plant growth based on gene interaction, and the method includes:
[0092] Step 101: Obtain sample data. The sample data includes quantitative trait data, spatial distance data, key location data, genotype data, and environmental information data.
[0093] Wherein, the quantitative trait data includes the quantitative trait values of the control sampl...
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The invention provides a gene interaction based plant growth predication regulation and control method and system, wherein the method comprises the following steps of acquiring sample data; using the sample data to create a sample growth predication equation according to the contribution of a regulation and control sample to growth, the contribution of a surrounding sample to the growth of the regulation and control sample, and the contribution of the surrounding environment to the growth of the regulation and control sample; using an optimization method to solve the sample growth predication equation to obtain optimal predication parameters; generating an optimal regulation scheme for the regulation and control sample; and regulating the growth environment for the regulation and control sample according to the optimal regulation scheme. In the above scheme, the factors influencing the growth of the sample are comprehensively analyzed on the basis of the sample data, the influences of gene interaction on the growth of the sample are taken into full consideration and the influences of the plant gene on the growth of the regulation and control sample are taken into full consideration by using the sample data, so that the comprehensive accurate optimal regulation scheme is provided for the predication and regulation of the growth of the sample, and the growth optimization of the regulation and control sample is improved.
Description
Technical field [0001] The present invention relates to the field of biological information technology, in particular to a method and system for plant growth prediction and regulation based on gene interaction. Background technique [0002] Gene interaction refers to the phenomenon that non-alleles affect the performance of the same trait through interaction. In nature, the interaction between plants takes place in various complex forms. For a long time, these interactions have been considered to play an important role in shaping the structure and dynamic trends of natural communities. [0003] In recent years, most studies have used ecological and physio-ecological methods to describe the interactions between species in time and space. However, this method cannot infer the past growth status of plants and predict future growth trends through genetic interactions. Summary of the invention [0004] The technical problem to be solved by the present invention is how to provide a plan...
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IPC IPC(8): G06F19/10G06Q10/04
Inventor 邬荣领王建新
Owner BEIJING FORESTRY UNIVERSITY