Index analysis method for plant phenotype digital diversity

By constructing a heterogeneous monitoring network and three-dimensional ellipsoid domain model, combining multispectral imaging and electrical signal analysis, the problem of insufficient dynamics in traditional plant phenotype analysis is solved, and accurate assessment and dynamic maintenance of plant phenotype diversity is achieved, and recognition accuracy and decision-making support capabilities are improved.

CN120561515AActive Publication Date: 2025-08-29NINGBO BIGDRAGON AGRI TECH
8 Cites 0 Cited by

Patent Information

Application Number
CN202511046769.1
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-07-29
Publication Date
2025-08-29
Estimated Expiration
2045-07-29

AI Technical Summary

Technical Problem

Traditional plant phenotype analysis methods rely on manual measurements or a single sensor, making it difficult to capture dynamic phenotype characteristics, resulting in limited correlation analysis dimensions between environmental factors and phenotype responses, and the inability to real-time correction of key parameters such as stomatal conductivity thresholds, and lack of systematic multi-dimensional dynamic data processing and decision-making support.

Method used

A heterogeneous monitoring network was constructed to collect multispectral radiation, leaf oscillation frequency and root electrical signals, combined with a three-dimensional ellipsoid domain model for subdomain decomposition and heat map generation, and accurately evaluate and dynamic maintenance of plant phenotype diversity through inverse mapping analysis. Data acquisition and analysis were adopted using a multispectral imaging system, high-speed camera, inertial measurement unit and microelectrode array.

Benefits of technology

Accurate assessment and dynamic maintenance of plant phenotype diversity is achieved, identification accuracy and interpretability are improved, and data-driven decision-making support is provided for crop breeding and precision agriculture.

✦ Generated by Eureka AI based on patent content.
Patent Text Reader

Abstract

The invention relates to the technical field of plant phenotype analysis, in particular to an index analysis method for plant phenotype digital diversity. The problems that in an existing plant phenotype analysis method, the data dimension is single, discretization is limited, dynamic nature is insufficient, and a system maintenance scheme is lacked are effectively solved. According to the method, environment-phenotype dynamic data is acquired by constructing a heterogeneous monitoring network, discrete phenotype data is converted into a continuous probability space in combination with a three-dimensional ellipsoid domain model, and accurate evaluation and dynamic maintenance of plant phenotype diversity are realized through subdomain decomposition, dynamic correction, thermodynamic diagram generation, depth tracking and inverse mapping analysis. According to the method, genotype-environment interaction characteristics can be effectively captured, phenotypic response risk sites and lag units can be accurately positioned, a systematic solution is provided for plant variety-environment adaptation and diversity maintenance, and the dynamic nature, accuracy and practicability of plant phenotypic analysis are improved.
Need to check novelty before this filing date? Find Prior Art