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CN105976185A - Agricultural product quality safety whole-process monitoring and tracing method - Google Patents

Agricultural product quality safety whole-process monitoring and tracing method Download PDF

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CN105976185A
CN105976185A CN201610280561.0A CN201610280561A CN105976185A CN 105976185 A CN105976185 A CN 105976185A CN 201610280561 A CN201610280561 A CN 201610280561A CN 105976185 A CN105976185 A CN 105976185A
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agricultural product
safety
product quality
tracing
information
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邓飞龙
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Shaanxi Yongnuo Information Science & Technology Co Ltd
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Shaanxi Yongnuo Information Science & Technology Co Ltd
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    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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Abstract

The invention discloses an agricultural product quality safety whole-process monitoring and tracing method. According to the method, an agricultural product quality safety monitoring information system and an agricultural product quality safety traceability management system are adopted; platforms are constructed through the functions of the agricultural product quality safety monitoring information system; the platforms include a data transmission and information publishing platform, an agriculture input product supervision platform, an agricultural product production management platform and an agricultural product quality safety testing service platform. The tracing method includes the following steps that: a data foundation of agricultural product quality safety traceability management is constructed; a complete production archive management mechanism is constructed; an agricultural product production place encoding and tracing barcode encoding system is constructed; and information transmission and interactive sharing are carried out, with Internet of Things information sensing and transmission and intelligent control technologies adopted, and based on technical and standard specifications, the agricultural product safety monitoring information system in a facility agricultural Internet of things application mode is constructed in an exploratory manner, and the agricultural product safety monitoring information system is reliable in sensing and comprehensive in interconnection, can provide intelligent services and a real-time control function.

Description

A kind of agricultural product quality and safety complete monitoring and tracing method
Technical field
The present invention relates to environmental protection water reducer preparing technical field, be specifically related to a kind of agricultural product quality and safety complete monitoring and chase after with tracing to the source Track method.
Background technology
Agricultural product quality and safety is related to the healthy of broad masses of the people and life security, is related to economic heath development and society Can stablize.But relatively low due to Agriculture production and management person's management level in recent years, the unreasonable use such as pesticide, chemical fertilizer, and agricultural The destruction of ecological environment deteriorates, and market access rule is unsound, and regulatory measure falls behind, and causes agricultural product security outstanding problem, mouth The pollution of agricultural products such as fever aphthous, bird flu, many precious fishes, poison Semen vignae sinensis and poisoning rise one after another, and cause various circles of society to agricultural production The common concern of product safety, the safe tracing of agricultural product also earns widespread respect.The growth of agricultural product, results, Animal Breeding, Raise, massacre, food processing, pack, sell, until the too many levels such as the agricultural byproducts secondary operations in rear kitchen must be carried out sternly Lattice monitor.Agricultural product safety management can not be ignored from plantation to production, each link transporting culinary art.Utilize modern times letter Breath technique construction agricultural product quality and safety management system and system, carry out the strongest monitoring and detection, extremely urgent.
Internet of Things concept is developed the most rapidly and is extensively applied, and technology of Internet of things is by various information sensing equipment, as Photographic head, RFID device, infrared inductor, global positioning system, laser scanner etc. combine with the Internet, form one Individual huge network, converges the resource information on this macroreticular, and processes information, processes and apply.Utilize Internet of Things Network technology, integrates HACCP management system, sets up an omnidistance supervision of quality safety framework, can accomplish to maintain strict control over each flow quality Close, it is ensured that food safety.
Summary of the invention
For problem above, the invention provides a kind of agricultural product quality and safety complete monitoring and tracing method, apply Internet of Things Net information Perception, transmission and intelligent control technology, supporting technology and standard criterion, explore and construct a reliable perception, comprehensively Interconnection, Intelligent Service and the industrialized agriculture Internet of Things application model Safety control in agriculture information system of real-time monitoring, Ke Yiyou Effect solves the problem in background technology.
To achieve these goals, the technical solution used in the present invention is as follows: a kind of agricultural product quality and safety complete monitoring with trace to the source Method for tracing, is made up of agricultural product quality and safety supervisory information system and agricultural product quality and safety traceability management system, described agricultural production Quality security monitoring information system is made up of client layer, application layer, transport layer and sensing layer, and its sensing layer is responsible for data perception With collection;Transport layer is responsible for perception and controls the transmission of data;Application layer is responsible for the analysis of perception data, statistics, and carry out and Time early warning, automatically control and science decision, by the formation function platform of agricultural product quality and safety supervisory information system, this platform Transmitted by data and information promulgating platform, countryside tax system product supervising platform, agricultural product production management platform and agricultural product quality and safety Detection service platform, described agricultural product quality and safety traceability management system is traced to the source inquiry component storehouse, supervision of quality safety structure by safety Part storehouse and production safety management component base three part composition;
The method of its tracing comprises the steps:
Step S1, set up agricultural product security trace to the source management data basis, agricultural product intermediate links in puerperal mainly by production base → Feed lot → processing factory → slaughterhouse → supermarket or country fair → consumer's composition;
Step S2, the key message of each key link collection production and processing of circulating in agricultural product production, establish and improve Product archives pipe Reason mechanism;
Step S3, set up rapid test paper coding and barcode encoding system of tracing to the source, trace to the source code section to each link distribution of circulating accordingly, Set up unique identifier for agricultural product, by the production and processing information of agricultural product, product information, quality testing information etc. and bar of tracing to the source Code-phase associates;
Step S4, it is mutually related up and down in the process of circulation between link by tracing to the source bar code or RFID label tag carries out information Transmission is shared with mutual.
As a kind of preferably technical scheme of the present invention, described client layer include desktop computer, mobile phone, electronics large-size screen monitors, TV, Notebook, car-mounted computer and palm PC.
As a kind of preferably technical scheme of the present invention, described application layer includes base Surveillance center, city-level Surveillance center and agricultural Cloud service platform, described base Surveillance center connects has pest and disease damage monitoring early-warning system, rich water medicine comprehensive regulation to manage system, temperature Room environmental comprehensive regulation system;Described city-level Surveillance center includes that groupcontrol technology Applied D emonstration, expert's remote guide technology should Group is applied to show demonstration, facilities vegetable " from base to family " relieved supply demonstration and set with demonstration, industrialized agriculture Internet of Things Execute vegetables quality and review demonstration;Described agricultural cloud service platform includes resource cloud service, cloud application platform and cloud infrastructure services.
As a kind of preferably technical scheme of the present invention, described transport layer is by greenhouse perception regulated and control network, greenhouse image/video Monitoring broadband network and greenhouse agricultural product logistics dispensing monitoring network composition.
As a kind of preferably technical scheme of the present invention, described sensing layer is by greenhouse outside weather data monitoring system, plant physiology Ecological monitoring system, nutrient composition sensory perceptual system, agricultural product logistics dispensing monitoring system, inside greenhouse EMS and Inside greenhouse video information monitoring system composition.
As a kind of preferably technical scheme of the present invention, described safety trace to the source inquiry component storehouse by tracing terminal registration management component, Trace to the source information management component and information inquiry component composition of tracing to the source.
As a kind of preferably technical scheme of the present invention, described supervision of quality safety component base is encoded component, place of production management by information Component, quality testing component, home environment monitoring component, safe early warning component and Product archives management component composition.
As a kind of preferably technical scheme of the present invention, described production safety management component base by production standard Row control component, Field operation management component, input use management component and a yard print management component composition of tracing to the source.
Beneficial effects of the present invention:
Present invention application Internet of Things information Perception, transmission and intelligent control technology, supporting technology and standard criterion, exploration constructs The industrialized agriculture Internet of Things application model agricultural product security prison of one reliable perception, comprehensively interconnection, Intelligent Service and real-time monitoring Control information system, it extends not only through the countryside tax system product supervision of the whole flow process of crop production safety, agricultural product production management, agriculture Product quality and safety detection service, and promoting agricultural products in China quality safety inspection information-based and statistical informationization, carry Promptness, accuracy, sensitivity, sharing and the data analysis capabilities of high agricultural product quality and safety information, has particularly significant Social and economic significance.
Accompanying drawing explanation
Fig. 1 is the flow chart of tracing method of the present invention.
Detailed description of the invention
In order to make the purpose of the present invention, technical scheme and advantage clearer, below in conjunction with drawings and Examples, to this Bright it is further elaborated.Should be appreciated that specific embodiment described herein, and need not only in order to explain the present invention In limiting the present invention.
Embodiment:
A kind of agricultural product quality and safety complete monitoring and tracing method, by agricultural product quality and safety supervisory information system and agricultural production The safe traceability management system of quality forms, and described agricultural product quality and safety supervisory information system is by client layer, application layer, transmission Layer and sensing layer are constituted, and its sensing layer is responsible for data perception and collection;Transport layer is responsible for perception and controls the transmission of data;Application The layer analysis of responsible perception data, statistics, and carry out timely early warning, automatically control and science decision, pacified by agricultural product quality The formation function platform of full supervisory information system, this platform is transmitted by data and information promulgating platform, countryside tax system product supervising platform, Agricultural product production management platform and agricultural product quality and safety detection service platform, described agricultural product quality and safety traceability management system by Inquiry component storehouse, supervision of quality safety component base and production safety management component base three part of tracing to the source safely forms;
The method of its tracing comprises the steps:
Step S1, set up agricultural product security trace to the source management data basis, agricultural product intermediate links in puerperal mainly by production base → Feed lot → processing factory → slaughterhouse → supermarket or country fair → consumer's composition;
Step S2, the key message of each key link collection production and processing of circulating in agricultural product production, establish and improve Product archives pipe Reason mechanism;
Step S3, set up rapid test paper coding and barcode encoding system of tracing to the source, trace to the source code section to each link distribution of circulating accordingly, Set up unique identifier for agricultural product, by the production and processing information of agricultural product, product information, quality testing information etc. and bar of tracing to the source Code-phase associates;
Step S4, it is mutually related up and down in the process of circulation between link by tracing to the source bar code or RFID label tag carries out information Transmission is shared with mutual.
Described client layer includes desktop computer, mobile phone, electronics large-size screen monitors, TV, notebook, car-mounted computer and palm PC.
Described application layer includes base Surveillance center, city-level Surveillance center and agricultural cloud service platform, and described base Surveillance center is even It is connected to pest and disease damage monitoring early-warning system, rich water medicine comprehensive regulation management system, greenhouse comprehensive regulation system;Described city-level is supervised Control center includes that groupcontrol technology Applied D emonstration, expert's remote guide technology Applied D emonstration, industrialized agriculture Internet of Things apply group Show demonstration, facilities vegetable " from base to family " relieved supply demonstration and the demonstration of facilities vegetable quality tracing;Described agricultural cloud Service platform includes resource cloud service, cloud application platform and cloud infrastructure services.
Described transport layer is joined by greenhouse perception regulated and control network, greenhouse image/video monitoring broadband network and greenhouse agricultural product logistics Send monitoring network composition.
Described sensing layer is by greenhouse outside weather data monitoring system, crop physiology and ecology monitoring system, nutrient composition perception system System, agricultural product logistics dispensing monitoring system, inside greenhouse EMS and inside greenhouse video information monitoring system composition.
Described safety traces to the source inquiry component storehouse by tracing terminal registration management component, trace to the source information management component and information inquiry of tracing to the source Component forms.
Described supervision of quality safety component base is encoded component, place of production management component, quality testing component, home environment prison by information Survey component, safe early warning component and Product archives management component composition.
Described production safety management component base is used by production standard Row control component, field operation management component, input Management component and a yard print management component composition of tracing to the source.
Concrete:
1, the function of agricultural product quality and safety supervisory information system
Setting up Safety control in agriculture information system, basic ideas are: build the agricultural running through the whole flow process of crop production safety Input supervision, agricultural product production management, the agricultural product of agricultural product quality and safety detection service, food safety detection common techniques Service platform, goes to realize report, data acquisition and control automatization in agricultural product quality and safety inspection Information Network;Formulate unified agricultural production Quality safety verification detection information standard, including database structure and information exchange standard;Pass through authority setting, it is achieved longitudinally The city of change, county, some three-level management;Realize dynamic statistics analysis, resource-sharing and data exchange.
On the basis of Safety control in agriculture information system hierarchical diagram, as starting point, use operation for the convenience of the user, Here the general frame design of Safety control in agriculture information system is divided into 4 layers: sensing layer, transport layer, application layer, Client layer.
2, the platform of Safety control in agriculture information system
1) data transmission and information promulgating platform
Data transmission and information promulgating platform are intended to build the platform that a consumer is linked up with Producer, policymaker, play agricultural production Product, the effect of food safety detection information mutual communication.In view of the particularity of Safety control in agriculture information system services content, its number Consist of according to transmission, the basic templates of information promulgating platform: platform logs in, notifies bulletin, quality standard, policies and regulations, peace Full bulletin.
Each agricultural product quality and safety test point transmits every detection data by interconnected network mode to Safety control in agriculture information system (such as pesticide residues, formaldehyde and remnant nitrite etc.), Safety control in agriculture information system is according to the number transmitted on each test point According to automatically carry out the collecting of Real-time and Dynamic, add up, classify, inquiry etc. processes, and automatically generates the statistical graph of various form, User only need to sign in platform by username and password, can browse to related data information according to corresponding authority.The most permissible Check various information such as: monthly magazine, annual report, detection unit form, restriction form, detection project report, kind form etc., Can be gone wrong the information such as the time of food, place, detection batch with Query.
This platform needs to make full use of technology of Internet of things and the detection data of each agricultural product quality and safety measuring station is carried out networking concentration Process, owing to the transmission of information depends on mobile communications network and fixed communication network, and the lifting of fixed network bandwidth, mobile The enhancing of the network coverage all can bring great deal of investment, so Safety control in agriculture information system is at existing mobile communications network On the basis of extend.
2) countryside tax system product supervising platform
Agricultural production, as the important means of production, is kept stable yields high yield to serve important function by countryside tax system product, but the biggest Measure unreasonable use countryside tax system product and also bring many problems, especially agricultural product quality and safety is caused serious threat.Therefore Safety control in agriculture information system can't do without the supervision of countryside tax system product.Countryside tax system product supervising platform can according to user's request, Process at any time, automatically monitor for industrialized agriculture comprehensive ecological information, environment is automatically controlled and intelligent management provides Scientific basis.
By countryside tax system product operating unit and main farm produce production base are included in public service platform monitoring range, as logical Cross video monitoring system, not only the daily sales behavior of means of agricultural production sale enterprise can be carried out real-time monitoring, moreover it is possible to realize agricultural product and produce Ground environment, produce and sell from farmland to market whole process supervision detection.Two that universe covers closely form in monitoring center at different levels Level monitoring network, periodically the vegetable in supermarket, base is inspected by random samples, it is ensured that the persticide residue of the agricultural product such as water fruits and vegetables and Pollutant are up to standard, and qualification rate and the excellence rate of agricultural product are greatly improved.
3) agricultural product production management platform
Agricultural product production management platform produces towards base, needs to develop greenhouse comprehensive regulation system, rich water medicine comprehensive regulation Management system, pest and disease damage monitoring early-warning system, agricultural products in distribution process quality safety monitoring system etc..In Real-time Collection greenhouse The ambient parameter such as temperature, moisture signal and illumination, the soil moisture, gas concentration lwevel, leaf wetness, dew point temperature, from Move and be turned on or off designated equipment, go to realize the long-range control to green house temperature-humidity.Agricultural product production management platform is towards political affairs In the links such as mansion decision-making, peasant household technological guidance, public consumption, exploitation application is needed to concentrate display systems, pest and disease damage groupcontrol Command & Decision System, expert's remote guide, facilities vegetable green record system and the relieved confession of facilities vegetable " from base to family " System should be waited.
According to industrialized agriculture full industry chain (supply chain) before, during and after the production process, use biology, sensor, radio communication and automatization's control The technology such as system, agricultural product production management platform environment comprehensive to be realized regulates and controls, pest and disease damage remotely diagnoses, monitoring and early warning and commander certainly Plan, rich water medicine Based Intelligent Control, plant growth monitors, and agricultural product quality and safety is supervised and reviewed, and provides the user software Service and public information service.
4) agricultural product quality and safety detection service platform
Agricultural product quality and safety detection service platform to be directly not only agricultural product, the service of food production processing enterprise, reduces enterprise Testing cost, play resource-sharing effect, and by agricultural product and Safety of Food Quality are detected, agricultural products in China can be made Quality is significantly improved, and while obtaining social influence, brings considerable economic benefit for Producer and operator.
Owing to integrating the existing resources, structure agricultural product quality and safety detection service platform is only applicable China's national situation, economical tangible Feasible scheme, use networked platforms based on wired or wireless IP transmission network here for, many by Internet of Things subnet Plant access way to realize the monitoring of long-range agricultural product quality and safety common detection service platform data, transmit, store and manage.
Agricultural product quality and safety detection service platform contributes in agricultural production standardization, intelligentized realization.Its physics realization by It is sensor, micro-electromechanical device, embedding in temperature, humidity, this kind of perception information in geographical position being gathered the major technique relied on Enter formula programming etc..The author thinks, agricultural product quality and safety common detection service platform can be by based on the embedded data acquisition for main frame Collection sends terminal, mobile GPRS network, public network fixes IP (server), client 4 part forms.
3, agricultural product quality and safety traceability management system
User oriented agricultural product quality and safety trace to the source management application system by sticking on the measures such as electronic tag for product, can strengthen Agricultural product quality and safety controls, sets up and " market access " and the supervisory system that matches with " origin exporting ", it is achieved quality The reach of safety management critical point, Sources controlling.Realize agricultural product from the place of production to processing distributors until consumer whole flow process Effectively supervising and review, and improving industrialized agriculture production management level, security incident prevents trouble before it happens, it is ensured that nuisanceless agricultural production The quality safety of product, allows citizen have consumer's right to know, to be really able to eat " quality-assured vegetables ".
By safety is traced to the source, supervision of quality safety, safety in production three build storehouse combination composition agricultural product Internet of Things matter Measure safe traceability management system, can be to realize the safety in production of agricultural product, monitor, trace to the source, it is provided that a kind of way feasible, efficient Footpath.
Based on above-mentioned, it is an advantage of the current invention that present invention application Internet of Things information Perception, transmission and intelligent control technology, join Set technology and standard criterion, explore and construct a reliable perception, comprehensively interconnection, Intelligent Service and the industrialized agriculture of real-time monitoring Internet of Things application model Safety control in agriculture information system, it extends not only through the agricultural throwing of the whole flow process of crop production safety Enter product supervision, agricultural product production management, agricultural product quality and safety detection service, and promote the inspection of agricultural products in China quality safety Test detection informationization and statistical informationization, improve the promptness of agricultural product quality and safety information, accuracy, sensitivity, sharing And data analysis capabilities, there is particularly significant social and economic significance.
The foregoing is only presently preferred embodiments of the present invention, not in order to limit the present invention, all spirit in the present invention and former Any amendment, equivalent and the improvement etc. made within then, should be included within the scope of the present invention.

Claims (8)

1. an agricultural product quality and safety complete monitoring and tracing method, it is characterized in that, it is made up of agricultural product quality and safety supervisory information system and agricultural product quality and safety traceability management system, described agricultural product quality and safety supervisory information system is made up of client layer, application layer, transport layer and sensing layer, and its sensing layer is responsible for data perception and collection;Transport layer is responsible for perception and controls the transmission of data;Application layer is responsible for the analysis of perception data, statistics, and carry out timely early warning, automatically control and science decision, by the formation function platform of agricultural product quality and safety supervisory information system, this platform is transmitted by data and information promulgating platform, countryside tax system product supervising platform, agricultural product production management platform and agricultural product quality and safety detection service platform, and described agricultural product quality and safety traceability management system is made up of trace to the source inquiry component storehouse, supervision of quality safety component base and production safety management component base three part of safety;
The method of its tracing comprises the steps:
Step S1, set up agricultural product security trace to the source management data basis, agricultural product intermediate links in puerperal are mainly made up of production base → feed lot → processing factory → slaughterhouse → supermarket or country fair → consumer;
Step S2, the key message of each key link collection production and processing of circulating in agricultural product production, establish and improve Product archives administrative mechanism;
Step S3, set up rapid test paper coding and barcode encoding system of tracing to the source, distribute code section of tracing to the source accordingly to each link that circulates, set up unique identifier for agricultural product, by the production and processing information of agricultural product, product information, quality testing information etc. are associated with bar code of tracing to the source;
Step S4, it is mutually related up and down in the process of circulation between link by tracing to the source bar code or RFID label tag carries out the transmission of information and shares alternately.
A kind of agricultural product quality and safety complete monitoring the most according to claim 1 and tracing method, it is characterised in that described client layer includes desktop computer, mobile phone, electronics large-size screen monitors, TV, notebook, car-mounted computer and palm PC.
A kind of agricultural product quality and safety complete monitoring the most according to claim 1 and tracing method, it is characterized in that, described application layer includes base Surveillance center, city-level Surveillance center and agricultural cloud service platform, and described base Surveillance center connects has pest and disease damage monitoring early-warning system, rich water medicine comprehensive regulation to manage system, greenhouse comprehensive regulation system;Described city-level Surveillance center includes that groupcontrol technology Applied D emonstration, expert's remote guide technology Applied D emonstration, industrialized agriculture Internet of Things apply group to show demonstration, facilities vegetable " from base to family " relieved supply demonstration and the demonstration of facilities vegetable quality tracing;Described agricultural cloud service platform includes resource cloud service, cloud application platform and cloud infrastructure services.
A kind of agricultural product quality and safety complete monitoring the most according to claim 1 and tracing method, it is characterized in that, described transport layer is made up of greenhouse perception regulated and control network, greenhouse image/video monitoring broadband network and greenhouse agricultural product logistics dispensing monitoring network.
A kind of agricultural product quality and safety complete monitoring the most according to claim 1 and tracing method, it is characterized in that, described sensing layer is made up of greenhouse outside weather data monitoring system, crop physiology and ecology monitoring system, nutrient composition sensory perceptual system, agricultural product logistics dispensing monitoring system, inside greenhouse EMS and inside greenhouse video information monitoring system.
A kind of agricultural product quality and safety complete monitoring the most according to claim 1 and tracing method, it is characterised in that described safety trace to the source inquiry component storehouse by tracing terminal registration management component, trace to the source information management component and information inquiry component of tracing to the source forms.
A kind of agricultural product quality and safety complete monitoring the most according to claim 1 and tracing method, it is characterized in that, described supervision of quality safety component base is encoded component, place of production management component, quality testing component, home environment monitoring component, safe early warning component and Product archives management component by information and forms.
A kind of agricultural product quality and safety complete monitoring the most according to claim 1 and tracing method, it is characterized in that, described production safety management component base is used management component and a yard print management component of tracing to the source to form by production standard Row control component, field operation management component, input.
CN201610280561.0A 2016-04-28 2016-04-28 Agricultural product quality safety whole-process monitoring and tracing method Pending CN105976185A (en)

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CN106570623A (en) * 2016-10-26 2017-04-19 中国农业科学院农业质量标准与检测技术研究所 Acquisition method for monitoring information in risk monitoring information system and acquisition device thereof
CN106971307A (en) * 2017-02-23 2017-07-21 周睿 Fruits and vegetables gardening product quality safety traceability system based on internet+Internet of Things
CN107122986A (en) * 2017-06-16 2017-09-01 河南科技学院 A kind of agricultural product trace platform and system controlled based on Internet of Things
CN107360257A (en) * 2017-08-23 2017-11-17 成都烈风网络科技有限公司 A kind of Quality Tracing of Agricultural Product system based on sensor network
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CN108156213A (en) * 2017-09-26 2018-06-12 西南科技大学 Chinese medicine plants Internet of Things remote monitoring system
CN108229982A (en) * 2018-02-01 2018-06-29 农业部环境保护科研监测所 A kind of industrialized agriculture agricultural product information management system and its construction method
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CN110378703A (en) * 2019-07-19 2019-10-25 南京世竹软件科技有限公司 One kind is towards retrospective Internet of Things storage system
CN111325562A (en) * 2020-02-17 2020-06-23 武汉轻工大学 Grain safety tracing system and method
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CN112330344A (en) * 2020-11-26 2021-02-05 郑州数农通大数据科技有限公司 Agricultural product traceability display system based on Internet of things technology
CN112561541A (en) * 2020-12-08 2021-03-26 杭州艾欧翼科技有限公司 Integrated system for food safety information tracing
CN113034162A (en) * 2021-03-30 2021-06-25 重庆三果云科技有限公司 Agricultural product supply chain supervision method and supervision platform
CN113222622A (en) * 2021-05-20 2021-08-06 北京新大陆智能溯源科技有限公司 Agricultural product subject tracing system and method
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CN115643106A (en) * 2022-12-07 2023-01-24 广东邦盛北斗农业科技有限公司 Agricultural product quality data transmission method based on artificial intelligence and cloud platform
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CN106971307A (en) * 2017-02-23 2017-07-21 周睿 Fruits and vegetables gardening product quality safety traceability system based on internet+Internet of Things
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CN107360257A (en) * 2017-08-23 2017-11-17 成都烈风网络科技有限公司 A kind of Quality Tracing of Agricultural Product system based on sensor network
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CN113362075A (en) * 2021-05-15 2021-09-07 广东省农业科学院农业经济与信息研究所 Agricultural product area management system based on big data
CN113222622A (en) * 2021-05-20 2021-08-06 北京新大陆智能溯源科技有限公司 Agricultural product subject tracing system and method
CN115643106A (en) * 2022-12-07 2023-01-24 广东邦盛北斗农业科技有限公司 Agricultural product quality data transmission method based on artificial intelligence and cloud platform
CN115643106B (en) * 2022-12-07 2023-06-06 广东邦盛北斗农业科技有限公司 Agricultural product quality data transmission method based on artificial intelligence and cloud platform
CN116049798A (en) * 2023-03-31 2023-05-02 北京密农人家农业科技有限公司 Agricultural product whole industry chain information management system based on Internet

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