CN109766380A - A kind of agricultural planting pesticide evolution method and system based on internet and artificial intelligence - Google Patents
A kind of agricultural planting pesticide evolution method and system based on internet and artificial intelligence Download PDFInfo
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- 238000000034 method Methods 0.000 title claims abstract description 41
- 238000013473 artificial intelligence Methods 0.000 title claims abstract description 39
- 238000012550 audit Methods 0.000 claims abstract description 30
- 238000004891 communication Methods 0.000 claims abstract description 19
- 238000007726 management method Methods 0.000 claims abstract description 17
- 230000010354 integration Effects 0.000 claims abstract description 6
- 238000012545 processing Methods 0.000 claims description 22
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- 238000012552 review Methods 0.000 claims description 9
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- 238000011084 recovery Methods 0.000 claims description 8
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- 239000000447 pesticide residue Substances 0.000 claims description 6
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- 235000015510 Cucumis melo subsp melo Nutrition 0.000 description 1
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Abstract
The present invention discloses a kind of agricultural planting pesticide evolution method and system based on internet and artificial intelligence, belongs to the technical field of wisdom Agricultural Information communication.The big data of the applications of pesticide and practical farmland and farmland management person are carried out effective integration using internet and artificial intelligence technology by the present invention, after the planting information for the person that gets farmland management again, classification classification instructs farmland management to its automatic push pesticide grown data, and person manages crops, it can also be seen patients automatically according to the interrogation demand of farmland management person or human expert is seen patients, and in time acquisition see patients after crops repair data, by continuing to be updated to correspondence database after audit, more accurate guidance is provided for follow-up service.
Description
Technical field
The present invention discloses a kind of agricultural planting pesticide evolution method and system based on internet and artificial intelligence, belongs to intelligence
The technical field of intelligent Agricultural Information communication.
Background technique
Wisdom agricultural is the main trend of Current Agricultural Development, with frontline technology, high degree of automation, convenient for efficient
Management etc. advantages and be widely popularized.With internet, the proposition of artificial intelligence, big data idea, those skilled in the art
It begins one's study again and more deep intelligent management while being also able to achieve the new directions such as agricultural interaction, the shared statistics of agricultural data.
For example, the wisdom agricultural is also only limitted to the supplemental characteristics such as automatic collection plot environment before 2015, to reach automatic
Spray pours, Auto-matching mechanization agro-farming and other effects, however finds when practice, lack of standardization due to basic data acquisition
Change causes all to be difficult to realize be managed collectively in region plot or certain class crop planting area, so that agricultural experts are difficult to pass through
Back-end data provides accurately and effectively growing and cultivation answer for peasant household, still does a pair down in person by agricultural experts for peasant household
One teaches plantation and cultivates.
As the range of network communication applications not only expands, the standard between Internet of Things and internet is gradually standardized, and two
Kind network integration degree is also constantly promoted, and whereby, communication network can be used in the peasant household or farmland management person for being engaged in a line farming
The information of planted crops is fed back at agricultural experts, plantation is remotely made by agricultural experts and is taught.Such mode is but difficult to
Meet growing serve for agriculture demand, is easy agricultural experts' existing the case where supply falls short of demand, the query of peasant household is caused to be difficult to
It is resolved in time, in turn results in unnecessary management deviation, cause agricultural management inefficiency, it is difficult to guarantee that agricultural reaches pre-
Phase yield.
The applicant always pay attention to agricultural modernization research, and numerous case summaries is combined to find, in rural activity, needle
Selection and implementation to pesticide are always the puzzlement of a line farming.As society is to the remaining concern of pesticide in crops, agriculture
Medicine remains one of the key factor for also becoming limitation agricultural product listing, and how to select becomes a line agriculture to pesticide, appropriate selection pesticide
That makees is primarily upon direction.Although existing pesticide retailer has the corresponding description of product and is supplied to client, or passes through network
Customer service is remotely answered to client, however is still difficult to meet different cultivation situations, how to utilize big data and artificial intelligence
Effective, accurate information feedback can be provided for peasant household just becomes the main technical problem to be solved in the present invention.
Summary of the invention
In view of the deficiencies of the prior art, the present invention discloses a kind of agricultural planting pesticide based on internet and artificial intelligence and opens
Square method and system.
Technical scheme is as follows:
A kind of agricultural planting pesticide evolution method based on internet and artificial intelligence, comprising:
1) historical data base of pesticide database, pesticide grown is established:
According to the type of crops and crop growth period lateral pesticide grown database is established respectively, according to crops
Type and crop growth periodic knot establish longitudinal pesticide grown database respectively；
Establish pesticide grown historical data base as root to plant plot, wherein the type, dosage of pesticide grown with this kind
Crop specie, quantity and the cycle time point for planting plot are corresponding, and the cycle time point is the time of conventional crop plantation
Timing node when the practical appearance disease of the either specific crops of node, evil；
It include: the label letter planted the geographical location information in plot or plant plot to plant plot as the content of root
Breath；All information for capableing of unique identification plot are the scope of protection of the invention；
2) database described in step 1) is subjected to network communication, information with the demand end for needing to obtain pesticide grown prescription
Active upload or passive acquisition according to plantation plot planting information after matching, be respectively adopted matching push pesticide grown prescription or
Person is provided by the way of automatic push pesticide grown prescription to the demand end.
Preferred according to the present invention, the agricultural planting pesticide evolution method based on internet and artificial intelligence is also wrapped
Include: auditing step online: audit client pushes pesticide grown prescription to the matching in the step 2) by internet and answers
Core.In use, the audit client is the networking client of agricultural experts' application.
Preferred according to the present invention, the online audit step further includes correcting pesticide grown to demand end automatic push
The operation scheme of prescription, to adjust the dosage and usage of pesticide grown prescription, pesticide residue when finally crops being made to receive meets
Corresponding professional standard.
Preferred according to the present invention, the operation scheme of the automatic push amendment pesticide grown prescription is according to single pesticide grown
Metering, in conjunction with pesticide residual or metabolism time noise go out adjustment pesticide grown prescription dosage and usage.
Preferred according to the present invention, the operation scheme of the automatic push amendment pesticide grown prescription further includes applying described
Corresponding plot and planting information in the historical data base of pesticide, integration is measured according to multiple pesticide grown, in conjunction with the residual of pesticide
Or the dosage and usage for adjusting pesticide grown prescription that metabolism time noise goes out.
It is preferred according to the present invention, in the online audit step, audit the history number of pesticide grown described in client references
It is modified review according to the information in library, and according to the actual conditions of crops, to adjust the dosage and usage of pesticide grown prescription, most
Pesticide residue when making crops receive eventually meets corresponding professional standard；
Crops actual conditions described herein include: when receiving in conjunction with the residual of pesticide or metabolism time, crops to agriculture
The remaining standard of medicine.
Preferred according to the present invention, a kind of agricultural planting pesticide evolution method based on internet and artificial intelligence is also
Including establishing the feedback result database after pesticide grown prescription, specifically include:
The demand end carries out pesticide grown operation according to the push pesticide grown prescription, then uploads quilt in real time by demand end
The growth and development situation of the crops of pesticide grown, until disease, evil situation disappear；The growth and development situation of the crops include but
Be not limited to: the crops grow photo, and/or crop growth situation verbal description in real time.
Preferred according to the present invention, the crops grow photo in real time and pass through corresponding in pesticide database select；
It wherein further include being corresponded to using the kind of crops, the node in crop growth period as essential information in the pesticide database
Store crops recovery process photo after certain class pesticide grown.
Preferred according to the present invention, it is right in pesticide database that the real-time growing state verbal description of crops passes through
It should select；It wherein further include with the kind of crops, the node in crop growth period in the pesticide database for basic letter
Breath corresponds to crops recovery process after storing certain class pesticide grown and shines corresponding verbal description, by above-mentioned verbal description with key
The form of word is stored, and drop-down menu is consequently formed for demand end on-line selection.
It is preferred according to the present invention, a kind of agricultural planting pesticide evolution method based on internet and artificial intelligence,
Further include evolution data-updating method:
After the demand end adjustment pesticide grown prescription, if its disease is successfully eliminated, client is audited from trend in demand end
End push: crop planting data, recommend pesticide grown prescription and recovery effects information after pesticide grown prescription, adjustment at disease data；
The audit client carries out manual review from professional angle and experience to above-mentioned data information: if review passes through, above-mentioned number
It is believed that breath is loaded into the pesticide database automatically.
A kind of agricultural planting pesticide evolution system based on internet and artificial intelligence, comprising:
Pesticide Database Unit, the historical data base of pesticide grown, Remote data processing interaction platform, demand end and audit visitor
Family end；
The historical data base of the pesticide Database Unit and pesticide grown is inside the Remote data processing interaction platform
Setting or the connection of network cloud；
The demand end and audit client pass through network respectively and the Remote data processing interaction platform communicates；
The demand end and audit client use Telnet Remote data processing interaction platform to realize corresponding function, or
Person realizes program, program APP or the small routine of corresponding function by downloading to realize corresponding function；
The pesticide Database Unit: for storing following data, according to the type of crops and crop growth period
Lateral pesticide grown database is established respectively, is established respectively according to the type and crop growth periodic knot of crops and is longitudinally applied agriculture
Medicine database；
The historical data base of the pesticide grown: for storing following data, pesticide grown is established as root to plant plot
Historical data base, wherein the type, dosage of pesticide grown with the crop specie in the plantation plot, quantity and cycle time point pair
It answers, when the cycle time point is the practical appearance disease of the either specific crops of timing node of conventional crop plantation, evil
Timing node；
Remote data processing interaction platform: for according to the agricultural planting pesticide evolution side based on internet and artificial intelligence
Method is updated, handles and transmits data；
Demand end: providing the device of communication for farmland management person role, is used for and the Remote data processing interaction platform
Carry out network communication；
Audit client: providing the device of communication for agricultural experts role, flat for interacting with the Remote data processing
Platform carries out network communication.
Present invention has an advantage that
The present invention uses internet and artificial intelligence technology by the big data of the applications of pesticide and practical farmland and farmland management
After person carries out effective integration, then the planting information for the person that gets farmland management, classification classification is to its automatic push pesticide grown data
Crops are managed with the person that instructs farmland management, can also be seen patients automatically according to the interrogation demand of farmland management person or manually
The repair data of crops after expert sees patients, and acquisition is seen patients in time, by continuing to be updated to correspondence database after audit, after being
Continuous service provides more accurate guidance.
Detailed description of the invention
Fig. 1 is the flow chart of the method for the invention；
Fig. 2 is the process connection figure of system of the present invention.
Specific embodiment
The present invention is described in detail below with reference to embodiment and Figure of description, but not limited to this.
Embodiment 1,
As shown in Figure 1, 2.
A kind of agricultural planting pesticide evolution method based on internet and artificial intelligence, comprising:
1) historical data base of pesticide database, pesticide grown is established:
According to the type of crops and crop growth period lateral pesticide grown database is established respectively, according to crops
Type and crop growth periodic knot establish longitudinal pesticide grown database respectively；
Establish pesticide grown historical data base as root to plant plot, wherein the type, dosage of pesticide grown with this kind
Crop specie, quantity and the cycle time point for planting plot are corresponding, and the cycle time point is the time of conventional crop plantation
Timing node when the practical appearance disease of the either specific crops of node, evil；
It include: the label letter planted the geographical location information in plot or plant plot to plant plot as the content of root
Breath；All information for capableing of unique identification plot are the scope of protection of the invention；
2) database described in step 1) is subjected to network communication, information with the demand end for needing to obtain pesticide grown prescription
Active upload or passive acquisition according to plantation plot planting information after matching, be respectively adopted matching push pesticide grown prescription or
Person is provided by the way of automatic push pesticide grown prescription to the demand end.
In the present embodiment, the pesticide database is raw according to the type of crops and crops described in establishment process
Long period establishes lateral pesticide grown database respectively, is established and indulged respectively according to the type and crop growth periodic knot of crops
To pesticide grown database, horizontal and vertical is explained as follows example, i.e., by taking cucumber as an example:
The lateral pesticide grown data of cucumber class include: along field planting to during the knot melon phase, and successively issuable disease includes:
Epidemic disease, epidemic disease, epidemic disease, downy mildew, powdery mildew；Corresponding pesticide information includes: to fall ill just to downy mildew and epidemic disease
Phase just carries out the spray processing of timeliness.The Sandofan that the metalaxyl-mn-zn and concentration for being mainly 58% using concentration are 64%
Wettable powder is sprayed after mixing with 500 times of liquid.Either using concentration be 72% it is general make every effort to overcome aqua, with 800 times spray
Spilling the time is that every 7d sprays 1 time, is suitably adjusted in conjunction with the state of an illness, if powdery mildew etc. occurs in the same period, Yao Tianjia concentration is
40% 250 times of liquid of aliette wettable powder.Gray mold is prevented and treated, it mainly can using the Sukeling that concentration is 50%
Wet powder is sprayed with 2000 times of liquid, and is equipped with the iprodione wettable powder of 1000 times of liquid.Wilt disease is prevented
Management is controlled, mainly during field planting, the carbendazol wettable powder that Yao Liyong concentration is 50% admixes fine earth and is sprinkled into field planting
Cave.Either morbidity strain is handled using more bent clever wettable powders that concentration is 50%.
Longitudinal pesticide grown data of cucumber class include, using some time point as unit, when there is corresponding disease, by medication
Type the information of all marketed drugs is corresponded under the root of certain class drug.
Above-mentioned pesticide grown data are also to update at any time, according to information such as new drug listing, the adjustment of medication standard, finally to it
Database is updated.
Embodiment 2,
Agricultural planting pesticide evolution method based on internet and artificial intelligence as described in Example 1 further include: online to examine
Core step: audit client pushes pesticide grown prescription to the matching in the step 2) by internet and checks.It is applying
When, which is the networking client of agricultural experts' application.
Embodiment 3,
Agricultural planting pesticide evolution method based on internet and artificial intelligence as described in Example 2 further include: online to examine
Core step: the online audit step further includes that the operation scheme of pesticide grown prescription is corrected to demand end automatic push, with
The dosage and usage of pesticide grown prescription are adjusted, pesticide residue when finally crops being made to receive meets corresponding professional standard.
Embodiment 4,
Agricultural planting pesticide evolution method based on internet and artificial intelligence as described in Example 3, the automatic push
Correct pesticide grown prescription operation scheme be according to single pesticide grown measure, in conjunction with pesticide residual or metabolism time noise go out
Adjust the dosage and usage of pesticide grown prescription.
Embodiment 5,
Agricultural planting pesticide evolution method based on internet and artificial intelligence as described in Example 4, the automatic push
The operation scheme of amendment pesticide grown prescription further includes believing corresponding plot in the historical data base of the pesticide grown and plantation
Breath, integration according to multiple pesticide grown measure, in conjunction with pesticide residual or metabolism time noise go out adjustment pesticide grown prescription use
Amount and usage.
Embodiment 6,
Agricultural planting pesticide evolution method based on internet and artificial intelligence as described in Example 2, the online audit
In step, the information of the historical data base of pesticide grown described in client references is audited, and carry out according to the actual conditions of crops
Amendment review, to adjust the dosage and usage of pesticide grown prescription, pesticide residue when finally crops being made to receive meets corresponding
Professional standard；
Crops actual conditions described herein include: when receiving in conjunction with the residual of pesticide or metabolism time, crops to agriculture
The remaining standard of medicine.
Embodiment 7,
Agricultural planting pesticide evolution method based on internet and artificial intelligence as described in Example 2 further includes establishing to apply
Feedback result database after pesticide prescription, specifically includes:
The demand end carries out pesticide grown operation according to the push pesticide grown prescription, then uploads quilt in real time by demand end
The growth and development situation of the crops of pesticide grown, until disease, evil situation disappear；The growth and development situation of the crops include but
Be not limited to: the crops grow photo, and/or crop growth situation verbal description in real time.
Embodiment 8,
Agricultural planting pesticide evolution method based on internet and artificial intelligence as described in Example 7, the crops are real
When growth photo pass through it is corresponding selected in pesticide database；It wherein further include the product with crops in the pesticide database
Kind, the node in crop growth period are essential information, and correspondence stores crops recovery process photo after certain class pesticide grown.
Embodiment 9,
Agricultural planting pesticide evolution method based on internet and artificial intelligence as described in Example 7, the crops are real
When growing state verbal description pass through it is corresponding selected in pesticide database；It further include wherein with agriculture in the pesticide database
The kind of crop, the node in crop growth period are essential information, correspond to crops after storing certain class pesticide grown and restore
The corresponding verbal description of Cheng Zhao, above-mentioned verbal description is stored in the form of keyword, and drop-down menu is consequently formed for institute
State demand end on-line selection.
Embodiment 10,
A kind of agricultural planting pesticide evolution method based on internet and artificial intelligence further includes that evolution data update
Method:
After the demand end adjustment pesticide grown prescription, if its disease is successfully eliminated, client is audited from trend in demand end
End push: crop planting data, recommend pesticide grown prescription and recovery effects information after pesticide grown prescription, adjustment at disease data；
The audit client carries out manual review from professional angle and experience to above-mentioned data information: if review passes through, above-mentioned number
It is believed that breath is loaded into the pesticide database automatically.
Embodiment 11,
As shown in Figure 1, 2.
A kind of agricultural planting pesticide evolution system based on internet and artificial intelligence, comprising:
Pesticide Database Unit, the historical data base of pesticide grown, Remote data processing interaction platform, demand end and audit visitor
Family end；
The historical data base of the pesticide Database Unit and pesticide grown is inside the Remote data processing interaction platform
Setting or the connection of network cloud；
The demand end and audit client pass through network respectively and the Remote data processing interaction platform communicates；
The demand end and audit client use Telnet Remote data processing interaction platform to realize corresponding function, or
Person realizes program, program APP or the small routine of corresponding function by downloading to realize corresponding function；
The pesticide Database Unit: for storing following data, according to the type of crops and crop growth period
Lateral pesticide grown database is established respectively, is established respectively according to the type and crop growth periodic knot of crops and is longitudinally applied agriculture
Medicine database；
The historical data base of the pesticide grown: for storing following data, pesticide grown is established as root to plant plot
Historical data base, wherein the type, dosage of pesticide grown with the crop specie in the plantation plot, quantity and cycle time point pair
It answers, when the cycle time point is the practical appearance disease of the either specific crops of timing node of conventional crop plantation, evil
Timing node；
Remote data processing interaction platform: for according to the agricultural planting pesticide evolution side based on internet and artificial intelligence
Method is updated, handles and transmits data；
Demand end: the communication device provided for farmland management person role is used for and the Remote data processing interaction platform
Carry out network communication；
Client: the communication device provided for agricultural experts role is provided, it is flat for being interacted with the Remote data processing
Platform carries out network communication.
Claims (10)
1. a kind of agricultural planting pesticide evolution method based on internet and artificial intelligence characterized by comprising
1) historical data base of pesticide database, pesticide grown is established:
According to the type of crops and crop growth period lateral pesticide grown database is established respectively, according to the type of crops
Establish longitudinal pesticide grown database respectively with crop growth periodic knot；
Establish pesticide grown historical data base as root to plant plot, wherein the type, dosage of pesticide grown with the planting site
Crop specie, quantity and the cycle time point of block are corresponding, and the cycle time point is the timing node of conventional crop plantation
Timing node when either specifically the practical appearance of crops is sick, harmful；
It include: the geographical location information for planting plot or the label information for planting plot to plant plot as the content of root；
All information for capableing of unique identification plot are the scope of protection of the invention；
2) database described in step 1) is subjected to network communication, information matches with the demand end for needing to obtain pesticide grown prescription
Afterwards, according to plantation plot planting information be active upload perhaps passive acquisition be respectively adopted matching push pesticide grown prescription or
It is provided by the way of automatic push pesticide grown prescription to the demand end.
2. a kind of agricultural planting pesticide evolution method based on internet and artificial intelligence according to claim 1, special
Sign is, the agricultural planting pesticide evolution method based on internet and artificial intelligence further include: audit step online: audits
Client pushes pesticide grown prescription to the matching in the step 2) by internet and checks.
3. a kind of agricultural planting pesticide evolution method based on internet and artificial intelligence according to claim 2, special
Sign is that the online audit step further includes that the operation scheme of pesticide grown prescription is corrected to demand end automatic push, with
The dosage and usage of pesticide grown prescription are adjusted, pesticide residue when finally crops being made to receive meets corresponding professional standard.
4. a kind of agricultural planting pesticide evolution method based on internet and artificial intelligence according to claim 3, special
Sign is that the operation scheme of the automatic push amendment pesticide grown prescription is to measure according to single pesticide grown, in conjunction with the residual of pesticide
Stay or be metabolized the dosage and usage of the adjustment pesticide grown prescription that time noise goes out.
5. a kind of agricultural planting pesticide evolution method based on internet and artificial intelligence according to claim 4, special
Sign is, the operation scheme of the automatic push amendment pesticide grown prescription further includes, will be in the historical data base of the pesticide grown
Corresponding plot and planting information, integration according to multiple pesticide grown measure, in conjunction with pesticide residual or metabolism time noise go out
Adjust the dosage and usage of pesticide grown prescription.
6. a kind of agricultural planting pesticide evolution method based on internet and artificial intelligence according to claim 2, special
Sign is, in the online audit step, audits the information of the historical data base of pesticide grown described in client references, and according to agriculture
The actual conditions of crop are modified review, to adjust the dosage and usage of pesticide grown prescription, when finally crops being made to receive
Pesticide residue meets corresponding professional standard；
Crops actual conditions described herein include: residual to pesticide when receiving in conjunction with the residual of pesticide or metabolism time, crops
The standard stayed.
7. a kind of agricultural planting pesticide evolution method based on internet and artificial intelligence according to claim 1, special
Sign is, the method also includes establishing the feedback result database after pesticide grown prescription, specifically includes:
The demand end carries out pesticide grown operation according to the push pesticide grown prescription, then is uploaded in real time by demand end and applied agriculture
The growth and development situation of the crops of medicine, until disease, evil situation disappear；The growth and development situation of the crops includes but unlimited
In: the crops grow photo, and/or crop growth situation verbal description in real time.
8. a kind of agricultural planting pesticide evolution method based on internet and artificial intelligence according to claim 7, special
Sign is that the crops grow photo in real time and pass through corresponding in pesticide database select；The wherein pesticide database
It inside further include being corresponded to after storing certain class pesticide grown using the kind of crops, the node in crop growth period as essential information
Crops recovery process photo；
The real-time growing state verbal description of crops passes through corresponding selected in pesticide database；The wherein pesticide number
According to further including using the kind of crops, the node in crop growth period as essential information in library, correspondence stores certain class and applies agriculture
Crops recovery process shines corresponding verbal description after medicine, above-mentioned verbal description is stored in the form of keyword, thus
It forms drop-down menu and supplies demand end on-line selection.
9. a kind of agricultural planting pesticide evolution method based on internet and artificial intelligence according to claim 7, special
Sign is that the method further includes evolution data-updating method:
After the demand end adjustment pesticide grown prescription, if its disease is successfully eliminated, demand end is pushed away from trend audit client
Send: crop planting data, recommend pesticide grown prescription and recovery effects information after pesticide grown prescription, adjustment at disease data；It is described
Audit client carries out manual review from professional angle and experience to above-mentioned data information: if review passes through, above-mentioned data letter
Breath is loaded into the pesticide database automatically.
10. a kind of agricultural planting pesticide evolution system based on internet and artificial intelligence, comprising:
Pesticide Database Unit, the historical data base of pesticide grown, Remote data processing interaction platform, demand end and audit client
End；
The historical data base of the pesticide Database Unit and pesticide grown is arranged inside the Remote data processing interaction platform
Or network cloud connection；
The demand end and audit client pass through network respectively and the Remote data processing interaction platform communicates；
The demand end and audit client are using Telnet Remote data processing interaction platform realization corresponding function, Huo Zhetong
It crosses downloading and realizes program, program APP or the small routine of corresponding function to realize corresponding function；
The pesticide Database Unit: for storing following data, distinguished according to the type of crops and crop growth period
It establishes lateral pesticide grown database, longitudinal pesticide grown number is established according to the type and crop growth periodic knot of crops respectively
According to library；
The historical data base of the pesticide grown: for storing following data, pesticide grown history is established as root to plant plot
Database, wherein the type, dosage of pesticide grown are corresponding with the crop specie in the plantation plot, quantity and cycle time point,
Time when the cycle time point is the practical appearance disease of the either specific crops of timing node of conventional crop plantation, evil
Node；
Remote data processing interaction platform: for according to the agricultural planting pesticide evolution method based on internet and artificial intelligence into
Row updates, handles and transmits data；
Demand end: the communication device provided for farmland management person role, for being carried out with the Remote data processing interaction platform
Network communication；
Audit client: for agricultural experts role mention for communication device, for the Remote data processing interaction platform into
Row network communication.
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
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| CN113837602A (en) * | 2021-09-23 | 2021-12-24 | 清远市巨劲科技有限公司 | Intelligent agricultural planting service system based on agricultural big data platform |
| CN114550848A (en) * | 2022-02-21 | 2022-05-27 | 北京京东尚科信息技术有限公司 | Crop disease treatment method and device, electronic equipment and computer readable medium |
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