用于病虫害防治数据的智能管理平台

By constructing an intelligent management platform for pest and disease control data, and utilizing multimodal data acquisition and population dynamic modeling technologies, the platform identifies the critical state of pest populations, optimizes the allocation of control resources, and solves the problem of lacking forward-looking early warning and refined decision-making in existing systems, thus achieving efficient and economical pest and disease control.

CN122414749APending Publication Date: 2026-07-17FUJIAN ZHILIAN ALL THINGS TECH CO LTD +1

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
FUJIAN ZHILIAN ALL THINGS TECH CO LTD
Filing Date
2026-06-17
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing pest and disease control systems lack the ability to quantitatively identify the dynamic evolution of pest populations, making it impossible to provide early warnings and interventions before populations approach the critical point of outbreak. The spatiotemporal calibration processing of multi-source data is not refined enough, resulting in a lack of foresight and precision in prevention and control decisions.

Method used

The system constructs a multimodal data acquisition module, an edge calibration module, a population dynamic modeling module, a prevention and control strategy dynamic optimization module, and a prevention and control execution monitoring module. It acquires multi-source data through a sensor network, performs timestamp alignment and radiometric calibration, constructs a population state phase space and evolutionary manifold, identifies critical slowing phenomena, and optimizes the allocation of prevention and control resources.

Benefits of technology

It enables the identification of potential outbreak thresholds while pest populations are still under control, reducing control costs and improving control effectiveness. Through proactive intervention, it significantly enhances the timeliness and accuracy of the control system.

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Abstract

本发明涉及智能管理技术领域,具体地说,涉及用于病虫害防治数据的智能管理平台。其包括多模态数据采集模块、边缘校准模块、种群动态建模模块、防治策略动态优化模块以及防治执行监控模块。本发明通过种群动态建模模块构建种群状态相空间与种群演化流形,在流形上计算滞后自相关指标和方差指标以识别临界慢化现象,在害虫种群尚处可控阶段即判定潜在暴发临界状态,配合防治策略动态优化模块对临界区域量化临界指数并求解多区域多时段的最优防治资源分配方案,将干预时机前移至种群跨越临界点之前,降低防治成本并提升防治效果。防治执行监控模块将种群响应反馈数据回传至种群动态建模模块更新演化流形,形成闭环自适应优化,使预警模型持续改进。
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