A smart orchard precision management method and system based on number-cloud-end cooperation

By constructing an integrated air-space-ground collaborative sensing system and a dynamic monitoring model chain, and combining it with an expert agronomic knowledge base to generate quantitative execution instructions, the problems of perception lag and diagnostic false alarms in orchard management have been solved, achieving efficient and precise control of orchard management.

CN122155300APending Publication Date: 2026-06-05GUANGZHOU JIANKUN NETWORK TECH DEV +1
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
GUANGZHOU JIANKUN NETWORK TECH DEV
Filing Date
2026-04-03
Publication Date
2026-06-05

AI Technical Summary

Technical Problem

Existing technologies for orchard sensing rely on a single approach and lack dynamic collaboration of multi-dimensional data from "air, space, and ground," resulting in delays in acquiring key agronomic indicators. Traditional monitoring models are static and fixed, unable to automatically adapt to specific algorithms based on the phenological stages of fruit trees, leading to poor diagnostic targeting, high false alarm rates, and delayed management measures.

Method used

Construct an integrated air-space-ground collaborative sensing system, dynamically plan the acquisition strategies of satellite remote sensing, UAVs and ground sensors, utilize the dynamic monitoring model chain of "stage-target-model" to generate a standardized set of growth status indicators, and generate quantitative execution instructions through an embedded expert agronomic knowledge base to form a closed-loop control.

Benefits of technology

It has achieved highly timely acquisition of multi-source sensing data, significantly improved the accuracy of pest and disease identification and water and fertilizer stress judgment, solved the problems of slow response and extensive execution in traditional management, and improved the automation level and resource utilization efficiency of orchard management.

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Abstract

The application discloses a kind of wisdom orchard precision management and control method and system based on number-cloud-end cooperation, belong to wisdom agricultural technology field.The method constructs "space-ground" integrated cooperative sensing system, according to the dynamic planning multi-source sensing collection strategy of fruit tree phenophase, output multi-source perception data;Utilize "stage-target-model" dynamic monitoring model chain, automatically activate corresponding model subset interpretation data, generate standardized growth state index set;Index set and original multi-modal data are input into orchard field vertical big model of embedded expert knowledge base, and quantitative execution instruction containing water and fertilizer formula and plant protection parameter is generated after comprehensive diagnosis reasoning;Finally, the instruction is issued to terminal equipment and receives feedback to form closed-loop control.The application realizes the precise monitoring and intelligent decision of orchard whole cycle growth, solves the problem that traditional management relies on experience, response lag and execution extensive, significantly improves the fine level of orchard management and resource utilization efficiency.
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