CN107194823A - A kind of mobile terminal agricultural monitoring method for early warning and system - Google Patents

A kind of mobile terminal agricultural monitoring method for early warning and system Download PDF

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Publication number
CN107194823A
CN107194823A CN201710646033.7A CN201710646033A CN107194823A CN 107194823 A CN107194823 A CN 107194823A CN 201710646033 A CN201710646033 A CN 201710646033A CN 107194823 A CN107194823 A CN 107194823A
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CN
China
Prior art keywords
information data
data
agricultural
calculation
calculation information
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CN201710646033.7A
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Chinese (zh)
Inventor
许世卫
李哲敏
赵璞
王东杰
刘佳佳
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中国农业科学院农业信息研究所
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Priority to CN201710646033.7A priority Critical patent/CN107194823A/en
Publication of CN107194823A publication Critical patent/CN107194823A/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/02Agriculture; Fishing; Mining

Abstract

The present invention discloses a kind of mobile terminal agricultural monitoring method for early warning and system.This method includes:Real-time Agricultural Information data are obtained, the Agricultural Information data include market for farm products information data, agricultural production link information data;Invalid Agricultural Information data are deleted, retain effective Agricultural Information data;Data mining processing is carried out to effective Agricultural Information data, agricultura1 calculation information data is obtained;Judge that the agricultura1 calculation information data whether in predetermined number range, obtains the first judged result;When first judged result represents that the agricultura1 calculation information data in predetermined number range, then shows the agricultura1 calculation information data in mobile terminal;When first judged result represents the agricultura1 calculation information data not in predetermined number range, then warning information data are shown in mobile terminal.It can be realized by the inventive method or system and accurate monitoring and warning is carried out to Agricultural Information.

Description

A kind of mobile terminal agricultural monitoring method for early warning and system

Technical field

The present invention relates to agricultural monitoring field, more particularly to a kind of mobile terminal agricultural monitoring method for early warning and system.

Background technology

With the development of science and technology, agricultural science and technology is also badly in need of development.Especially realize the intelligence in agricultural monitoring early warning field Change then seems of crucial importance.Traditional agricultural monitoring early warning needs fixed professional to carry out Agricultural Information using collecting device Collection, recorded by the form of paper pen, after being analyzed and processed by professional to gathered data, by form, The mode of document shows analysis result.The data acquisition of traditional agriculture monitoring and warning is based on inputting, user's input letter Cease otherness larger, lack normative, data processing is difficult, and data validity and utilization rate be not high.

The content of the invention

, can be accurately accurately to agriculture it is an object of the invention to provide a kind of mobile terminal agricultural monitoring method for early warning and system Industry information is monitored early warning.

To achieve the above object, the invention provides following scheme:

A kind of mobile terminal agricultural monitoring method for early warning, comprises the following steps:

Real-time Agricultural Information data are obtained, it is raw that the Agricultural Information data include market for farm products information data, agricultural Produce link information data;

Invalid Agricultural Information data are deleted, retain effective Agricultural Information data;

Data mining processing is carried out to effective Agricultural Information data, agricultura1 calculation information data is obtained;

Judge that the agricultura1 calculation information data whether in predetermined number range, obtains the first judged result;

When first judged result represents the agricultura1 calculation information data in predetermined number range, then in movement Terminal shows the agricultura1 calculation information data;

When first judged result represents the agricultura1 calculation information data not in predetermined number range, then moving Dynamic terminal shows warning information data.

Optionally, the real-time Agricultural Information data of acquisition are specifically included:

Obtain and the Agricultural Information data that data crawl collection are carried out by the website concentrated to information in internet;

Or, obtain the Agricultural Information data gathered by technology of Internet of things.

Optionally, it is described to show that the agricultura1 calculation information data is specifically included in mobile terminal:

The agricultura1 calculation information data is shown in a text form;

Or, the agricultura1 calculation information data is shown in the form of linear trend figure;

Or, the agricultura1 calculation information data is shown in the form of visual image.

Optionally, it is described to show that warning information data are specifically included in mobile terminal:

Warning information data are shown with text mode;

Or, the mode that the agricultura1 calculation information data in tendency chart beyond the number range is labeled is shown Show warning information data;

Or, the agricultura1 calculation information data is marked with color, is marked with red beyond the number range The mode of agricultura1 calculation information data shows warning information data.

A kind of mobile terminal agricultural monitoring early warning system, the system includes:

Agricultural Information data acquisition module, for obtaining real-time Agricultural Information data, the Agricultural Information data include Market for farm products information data, agricultural production link information data;

Data preprocessing module, for deleting invalid Agricultural Information data, retains effective Agricultural Information data;

Data processing module, for carrying out data mining processing to effective Agricultural Information data, obtains agricultura1 calculation Information data;

Data judge module, for judging that the agricultura1 calculation information data whether in predetermined number range, is obtained First judged result;

Data disaply moudle, for representing the agricultura1 calculation information data in predetermined number when first judged result In the range of value, then the agricultura1 calculation information data is shown in mobile terminal;

Data early warning module, for representing the agricultura1 calculation information data not predetermined when first judged result In number range, then warning information data are shown in mobile terminal.

Optionally, the Agricultural Information data acquisition module is specifically included:

Data acquisition unit is crawled, collection is crawled by the website progress data concentrated to information in internet for obtaining Agricultural Information data;

Internet of things data acquisition unit, for obtaining the Agricultural Information data gathered by technology of Internet of things.

Optionally, the data disaply moudle is specifically included:

Text display unit, for showing the agricultura1 calculation information data in a text form;

Tendency chart display unit, for showing the agricultura1 calculation information data in the form of linear trend figure;

Visual image display unit, for showing the agricultura1 calculation information data in the form of visual image.

Optionally, the warning module is specifically included:

Text prewarning unit, for showing warning information data with text mode;

Line Chart prewarning unit, for entering to the agricultura1 calculation information data in tendency chart beyond the number range The mode of rower note shows warning information data;

Visual image prewarning unit, for marking the agricultura1 calculation information data with color, is marked with red Mode beyond the agricultura1 calculation information data of the number range shows warning information data.

The specific embodiment provided according to the present invention, the invention discloses following technique effect:

The present invention is analyzed and processed by the real-time Agricultural Information to collection, and data have been carried out efficiently accurately to locate Reason, and then real-time effective early warning to Agricultural Information can be realized.Intelligent predicting is carried out to the Agricultural Information of collection in the present invention, Data Management Analysis is normative high, there is a higher accuracy, the accuracy of such a prediction mode be substantially better than in traditional approach by The degree of accuracy of professional's prediction.

Brief description of the drawings

In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to institute in embodiment The accompanying drawing needed to use is briefly described, it should be apparent that, drawings in the following description are only some implementations of the present invention Example, for those of ordinary skill in the art, without having to pay creative labor, can also be according to these accompanying drawings Obtain other accompanying drawings.

Fig. 1 is the flow chart of mobile terminal agricultural monitoring method for early warning embodiment of the present invention;

Fig. 2 is the structure chart of mobile terminal agricultural monitoring early warning system embodiment of the present invention.

Embodiment

Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete Site preparation is described, it is clear that described embodiment is only a part of embodiment of the invention, rather than whole embodiments.It is based on Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of creative work is not made Embodiment, belongs to the scope of protection of the invention.

, can be accurately accurately to agriculture it is an object of the invention to provide a kind of mobile terminal agricultural monitoring method for early warning and system Industry information is monitored early warning.

In order to facilitate the understanding of the purposes, features and advantages of the present invention, it is below in conjunction with the accompanying drawings and specific real Applying mode, the present invention is further detailed explanation.

Fig. 1 is the flow chart of mobile terminal agricultural monitoring method for early warning embodiment of the present invention.Referring to Fig. 1, one kind is mobile eventually Agricultural monitoring method for early warning is held, is comprised the following steps:

Step 101:Real-time Agricultural Information data are obtained, the Agricultural Information includes market for farm products information data, agriculture Industry production link information data;The real-time Agricultural Information data of acquisition are specifically included:Obtain by information in internet The website of concentration carries out the Agricultural Information data that data crawl collection;Or, obtain the agricultural gathered by technology of Internet of things and believe Cease data.

Step 102:Invalid Agricultural Information data are deleted, retain effective Agricultural Information data;

Step 103:Data mining processing is carried out to effective Agricultural Information data, agricultura1 calculation information data is obtained;

Step 104:Judge that the agricultura1 calculation information data whether in predetermined number range, obtains the first judgement knot Really;When the first judged result represents to be, step 105 is performed;When the first judged result represents no, step 106 is performed;

Step 105:Show agricultura1 calculation information data;When first judged result represents the agricultura1 calculation Information Number According in predetermined number range, then the agricultura1 calculation information data is shown in mobile terminal.It is described to be shown in mobile terminal The agricultura1 calculation information data is specifically included:The agricultura1 calculation information data is shown in a text form;Or, with linear The form of tendency chart shows the agricultura1 calculation information data;Or, the agricultura1 calculation is shown in the form of visual image Information data.The real-time Agricultural Information data and agricultura1 calculation that the data message shown in the present invention to user includes collection are believed Cease data.

Step 106:Show warning information data;When first judged result represents the agricultura1 calculation information data not In predetermined number range, then warning information data are shown in mobile terminal;It is described to show warning information number in mobile terminal According to specifically including:Warning information data are pointed out with text mode;Or, the agriculture to exceeding the number range in tendency chart The mode that industry information of forecasting data are labeled shows warning information data;Or, the agricultura1 calculation letter is marked with color Data are ceased, the mode marked with red beyond the number range shows warning information data.

The mobile terminal agricultural monitoring method for early warning of the present invention is carried out at analysis by the real-time Agricultural Information to collection Data have been carried out efficiently accurately handling, and then can realize real-time effective early warning to Agricultural Information by reason.Data acquisition is real Shi Xingqiang, simple to operate, data acquisition equipment is universal, and data acquisition and transmission cost are relatively low.Data acquisition using computer with The mode that manpower is combined, improves data acquisition efficiency, and data display is combined using visualization and traditional data displaying Mode, meets the demand of different crowd.The standardized acquisition of data is carried out, the upload standard in collection to data is carried out Strict specification and limitation, improve the threshold of data access, also improve the availability of data.

Intelligent predicting is carried out to the Agricultural Information of collection in the present invention, Data Management Analysis is normative high, there is higher standard True property, the accuracy of such a prediction mode is substantially better than the degree of accuracy predicted in traditional approach by professional.

Fig. 2 is the structure chart of mobile terminal agricultural monitoring early warning system embodiment of the present invention.Referring to Fig. 2, one kind is mobile eventually Agricultural monitoring early warning system is held, the system includes:

Agricultural Information data acquisition module 201, for obtaining real-time Agricultural Information data, the Agricultural Information includes agriculture Product market information data, agricultural production link information data.

Data preprocessing module 202, for deleting invalid Agricultural Information data, retains effective Agricultural Information data;

Valid data refer to meet set form, the accurate information that can directly use.Invalid data lacks including data Mistake, error in data, data redundancy, data exception etc..User is when making a report on price during such as gathered data, is empty or 0, then data Collection terminal is verified, and points out user's progress data to fill in, and otherwise can not upload data.Or price is gathered higher than other other side Tens times, then these data be abnormal data, be also invalid data, it is impossible to upload.

For the data crawled, need, by the processing of artificial or cleaning means, to reject invalid coding after crawling.This mistake Journey is the pretreatment of data.

Data processing module 203, for carrying out data mining processing to effective Agricultural Information data, obtains agriculture pre- Measurement information data;With reference to data-modeling technique, data are predicted, with reference to data mining technology, to the potential of current data Information is excavated, so as to obtain more professional information of forecasting, instructs agricultural development.

Data judge module 204, for judging that the agricultura1 calculation information data whether in predetermined number range, is obtained To the first judged result;

Data disaply moudle 205, for representing the agricultura1 calculation information data predetermined when first judged result Number range in, then show the agricultura1 calculation information in mobile terminal.The data disaply moudle 206 is specifically included:Text This display unit, for showing the agricultura1 calculation information data in a text form;Tendency chart display unit, for linear The form of tendency chart shows the agricultura1 calculation information data;Visual image display unit, for the shape of visual image Formula shows the agricultura1 calculation information data.The data that the present invention is finally shown include displaying and the prediction letter of basic data Cease the displaying of data.Basic data shows that is, information exhibition method may be selected in user, calls the basic data in database to carry out Information is shown, including text, Line Chart, three kinds of modes of visualization.Information of forecasting data display, i.e. backstage are pre- by modelling technique The information of survey, automation is issued.

Data early warning module 206, for representing the agricultura1 calculation information data not pre- when first judged result In fixed number range, then warning information data are shown in mobile terminal;The warning module 205 is specifically included:Text early warning Unit, for pointing out warning information data with text mode;Line Chart prewarning unit, for exceeding the numerical value in tendency chart The mode that the agricultura1 calculation information data of scope is labeled shows warning information data;Visual image prewarning unit, For marking the agricultura1 calculation information data with color, the mode marked with red beyond the number range shows pre- Alert information data.Price height is represented with shade such as on visual image, the distribution feelings of price in all parts of the country can be checked Condition, early warning is represented with red, and prewarning area can be labeled.

The acquisition geometry of agriculture information data includes artificial collection in the present invention and machine gathers two kinds of forms.

(1) artificial collection uses data acquisition A PP or data acquisition special equipment, by manually enter the typing of row information with Report, reported data is sent to gathered data central database and is stored, handled and shown.Embedding data is adopted during artificial collection The data being manually entered are carried out the pretreatment of leading portion verification, i.e. data, meeting the data of verification could be carried out by collection standard Pass.Secondly, to prevent data acquisition personnel from making up data, location technology is matched using geography, with reference to GPS positioning technology, collection Member need to upload data in the certain limit of System Market storehouse, could succeed, it is impossible to upload data.

(2) machine collection includes data and crawls internet information and information acquisition of Internet of things two ways.

Data crawl internet information and carry out data reptile instrument design, and the website concentrated for information in internet is entered Row data are crawled, and obtain the newest market for farm products related data of same day issue, then using data cleansing instrument, data are entered Row cleaning, including processing missing values, exceptional value etc., the data handled well are imported into number by way of the automation of artificial or script Stored according to storehouse.

Information acquisition of Internet of things is to use technology of Internet of things, and such as (including RFID and barcode technology traced back identification technology Source information is gathered, and the relevant information that agricultural product produce each link is have recorded in bar code, by scanning with reading, and can turn information Turn to text and digital information), sensor technology (utilizing sensor, such as humiture, illumination carry out relevant data acquisition) etc., Agricultural product data are acquired, then by the information transmission technology, transmits into database and carries out data storage.

Mobile data acquisition terminal includes special equipment and mobile phone A PP, to ensure the normalization of data acquisition, to select to be Main, also there is clear and definite normalization importation, to ensure the standardization of gathered data.Information reptile instrument is specific for internet Website data, carries out targetedly reptile instrument and designs, set form gathered data, to ensure that the data standard of collection is effective, Reduce data cleansing flow.Information acquisition of Internet of things equipment, including barcode device, sensor etc., it is related to agricultural production process Data carry out information gathering.

In the present invention after being pre-processed to the Agricultural Information data of collection, effective Agricultural Information data are sent to number According to processing module 203, its data transfer has wire transmission and is wirelessly transferred both of which, is wirelessly transferred, effective agricultural of collection Information data can send database server to by being wirelessly transferred, and mobile device terminal also can be wireless by the information data of collection It is transferred to database server.

Reptile instrument is to crawl data online, so data transfer passes through wire transmission, effective Agricultural Information number of collection According to can also pass through wire transmission.

The present invention by manually gather with machine acquisition mode, it is simple to operate, enhance real time data acquisition.The present invention In carry out gathered data by using data acquisition A PP or data acquisition special equipment or internet, collecting device is universal, and data are adopted Collection and transmission cost are relatively low.Data acquisition by the way of manpower is combined, improves data acquisition efficiency, data using computer Displaying meets the demand of different crowd by the way of visualization and traditional data displaying are combined.Carry out the standard of data Change collection, carried out strict specification and limitation to the upload standards of data in collection, improved the threshold of data access, The availability of data is improved, the present invention carries out data acquisition by Agricultural Information data acquisition module, with data during collection Preconditioning technique, embedding data collection specification, ensures the normalization of gathered data, is then transmitted by data transmission module to number According to memory module, data storage is carried out.Data to storage carry out data processing, including data are transferred, excavated, so as to draw Warning information, is then shown and is pushed by APP ends and computer end, warning information is real-time transmitted into related personnel, with Guiding agricultural production, takes precautions against Agricultural Risks.

The embodiment of each in this specification is described by the way of progressive, and what each embodiment was stressed is and other Between the difference of embodiment, each embodiment identical similar portion mutually referring to.For system disclosed in embodiment For, because it is corresponded to the method disclosed in Example, so description is fairly simple, related part is said referring to method part It is bright.

Specific case used herein is set forth to the principle and embodiment of the present invention, and above example is said The bright method and its core concept for being only intended to help to understand the present invention;Simultaneously for those of ordinary skill in the art, foundation The thought of the present invention, will change in specific embodiments and applications.In summary, this specification content is not It is interpreted as limitation of the present invention.

Claims (8)

1. a kind of mobile terminal agricultural monitoring method for early warning, it is characterised in that comprise the following steps:
Real-time Agricultural Information data are obtained, the Agricultural Information data include market for farm products information data, agricultural production ring Save information data;
Invalid Agricultural Information data are deleted, retain effective Agricultural Information data;
Data mining processing is carried out to effective Agricultural Information data, agricultura1 calculation information data is obtained;
Judge that the agricultura1 calculation information data whether in predetermined number range, obtains the first judged result;
When first judged result represents the agricultura1 calculation information data in predetermined number range, then in mobile terminal Show the agricultura1 calculation information data;
When first judged result represents the agricultura1 calculation information data not in predetermined number range, then mobile whole End shows warning information data.
2. agricultural monitoring method for early warning according to claim 1, it is characterised in that the real-time Agricultural Information number of acquisition According to specifically including:
Obtain and the Agricultural Information data that data crawl collection are carried out by the website concentrated to information in internet;
Or, obtain the Agricultural Information data gathered by technology of Internet of things.
3. agricultural monitoring method for early warning according to claim 1, it is characterised in that described to show the agriculture in mobile terminal Industry information of forecasting data are specifically included:
The agricultura1 calculation information data is shown in a text form;
Or, the agricultura1 calculation information data is shown in the form of linear trend figure;
Or, the agricultura1 calculation information data is shown in the form of visual image.
4. agricultural monitoring method for early warning according to claim 3, it is characterised in that described to show early warning letter in mobile terminal Breath data are specifically included:
Warning information data are shown with text mode;
Or, pre- is shown to the mode that the agricultura1 calculation information data in tendency chart beyond the number range is labeled Alert information data;
Or, the agricultura1 calculation information data is marked with color, the agricultural beyond the number range is marked with red The mode of information of forecasting data shows warning information data.
5. a kind of mobile terminal agricultural monitoring early warning system, it is characterised in that the system includes:
Agricultural Information data acquisition module, for obtaining real-time Agricultural Information data, the Agricultural Information data include agricultural production Product market information data, agricultural production link information data;
Data preprocessing module, for deleting invalid Agricultural Information data, retains effective Agricultural Information data;
Data processing module, for carrying out data mining processing to effective Agricultural Information data, obtains agricultura1 calculation information Data;
Data judge module, for judging that the agricultura1 calculation information data whether in predetermined number range, obtains first Judged result;
Data disaply moudle, for representing the agricultura1 calculation information data in predetermined numerical value model when first judged result In enclosing, then the agricultura1 calculation information data is shown in mobile terminal;
Data early warning module, for representing the agricultura1 calculation information data not in predetermined numerical value when first judged result In the range of, then show warning information data in mobile terminal.
6. agricultural monitoring early warning system according to claim 5, it is characterised in that the Agricultural Information data acquisition module Specifically include:
Data acquisition unit is crawled, the agriculture that data crawl collection is carried out by the website concentrated to information in internet for obtaining Industry information data;
Internet of things data acquisition unit, for obtaining the Agricultural Information data gathered by technology of Internet of things.
7. agricultural monitoring early warning system according to claim 5, it is characterised in that the data disaply moudle is specifically wrapped Include:
Text display unit, for showing the agricultura1 calculation information data in a text form;
Tendency chart display unit, for showing the agricultura1 calculation information data in the form of linear trend figure;
Visual image display unit, for showing the agricultura1 calculation information data in the form of visual image.
8. agricultural monitoring early warning system according to claim 7, it is characterised in that the warning module is specifically included:
Text prewarning unit, for showing warning information data with text mode;
Line Chart prewarning unit, for entering rower to the agricultura1 calculation information data in tendency chart beyond the number range The mode of note shows warning information data;
Visual image prewarning unit, for marking the agricultura1 calculation information data with color, is exceeded with red to mark The mode of the agricultura1 calculation information data of the number range shows warning information data.
CN201710646033.7A 2017-08-01 2017-08-01 A kind of mobile terminal agricultural monitoring method for early warning and system CN107194823A (en)

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Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102542346A (en) * 2011-12-21 2012-07-04 中国农业科学院农业信息研究所 Agricultural product market monitoring and early warning system
CN103809559A (en) * 2014-01-16 2014-05-21 广东省农业科学院蚕业与农产品加工研究所 Dairy product quality safety full life circle monitoring and early warning method based on internet of things
CN104572977A (en) * 2014-12-31 2015-04-29 北京农业信息技术研究中心 Online detecting method for quality safety accident of agricultural products
CN104732185A (en) * 2015-03-27 2015-06-24 中国农业科学院农业信息研究所 Agricultural product market information collecting method and device
CN104794659A (en) * 2015-04-22 2015-07-22 柳州易农科技有限公司 Agricultural intelligent platform

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102542346A (en) * 2011-12-21 2012-07-04 中国农业科学院农业信息研究所 Agricultural product market monitoring and early warning system
CN103809559A (en) * 2014-01-16 2014-05-21 广东省农业科学院蚕业与农产品加工研究所 Dairy product quality safety full life circle monitoring and early warning method based on internet of things
CN104572977A (en) * 2014-12-31 2015-04-29 北京农业信息技术研究中心 Online detecting method for quality safety accident of agricultural products
CN104732185A (en) * 2015-03-27 2015-06-24 中国农业科学院农业信息研究所 Agricultural product market information collecting method and device
CN104794659A (en) * 2015-04-22 2015-07-22 柳州易农科技有限公司 Agricultural intelligent platform

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