KR20170033518A - GROWTH ENVIROMENT ANALYSIS AND RIGHT TIME PREDICTION SYSTEM FOR CROP BASED ON BIG DATA LINKED TO WEATHER IoT SERVER linked to an AND THE OPERATION METHOD THEREOF - Google Patents

GROWTH ENVIROMENT ANALYSIS AND RIGHT TIME PREDICTION SYSTEM FOR CROP BASED ON BIG DATA LINKED TO WEATHER IoT SERVER linked to an AND THE OPERATION METHOD THEREOF Download PDF

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KR20170033518A
KR20170033518A KR1020150131331A KR20150131331A KR20170033518A KR 20170033518 A KR20170033518 A KR 20170033518A KR 1020150131331 A KR1020150131331 A KR 1020150131331A KR 20150131331 A KR20150131331 A KR 20150131331A KR 20170033518 A KR20170033518 A KR 20170033518A
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김현철
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주식회사 삼오씨엔에스
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Abstract

The present invention relates to a large-data-based crop growth environment analysis, a delivery forecasting system, and a method of operating the same, which are associated with a meteorological communication server, and an object thereof is to provide a large data- The index is generated as a reference value for the crop growing environment of the crop, and the index is provided to the user. In addition, the optimum delivery time for the specific crop is predicted and provided to the user.
For this purpose, a big data-based crop growth environment analysis and forecasting system associated with a weather object communication server according to the present invention includes a plurality of user terminals connected to a system via a wired and wireless Internet network at a remote site, A basic information providing unit for providing basic data for analyzing the growth environment of the specific crops and forecasting the release of the specific crops and providing a user with information on the growth environment of specific crops through the big data based on the data collected from the basic information providing unit And an information providing system for providing data and forecasting data; The basic information providing unit is constituted by meteorological information providing means for providing meteorological data accumulated in the past and present weather condition information and crop information providing means for providing regional related data of various crops and auction price of the crops; The information providing system includes a database server in which a plurality of pieces of user information connected via the user terminal, weather data transmitted from the weather information providing unit, and various crop-related information transmitted from the crop information providing unit are stored, And a management server that manages the transmission and reception of various data, and provides the growth environment analysis information and the release forecast information of various crops through the big data collected and stored in the database server.

Description

TECHNICAL FIELD [0001] The present invention relates to a large data-based crop growth environment analysis and a forecasting system and a method of operating the same, which are linked to a meteorological communication server, and a method for operating the same. BACKGROUND OF THE INVENTION 1. Field of the Invention METHOD THEREOF}

The present invention relates to a big data-based crop growth environment analysis, a delivery forecasting system, and a method of operating the same, and more particularly to a big data-based analysis system linked to a weather object communication server And a forecasting system of crop growth environment based on Big data linked with a weather object communication server that can provide the optimal crop production environment for the user and predicts the best delivery time for the crop, And an operation method.

      Recently, various methods have been developed to improve agricultural competitiveness in accordance with the proliferation of free trade agreements (FTAs) with countries around the world.

      In addition, in various industries including automobiles, shipbuilding, etc., ICT (Information and Communications Technologies) converge to create new added value, thus enhancing industrial competitiveness. Therefore, in developed countries such as the Netherlands, Japan, We are actively utilizing it to secure the world's highest level of productivity.

      In recent years, Korea has been actively promoting ICT convergence in the agricultural sector, resulting in cases of improving productivity and reducing labor force. However, systematic and diverse data collection and analysis have yet to be conducted Thus, there has been a problem that there is a limit to meet the improvement of productivity and income according to the demand of the producer.

      On the other hand, communication in the meteorological field is relatively slower than the current technology trend, and most of them relies on dedicated line communication based on a wired network.

      In addition, the data collection system only collects data in a form that transmits data to the central server unilaterally, and there is no technology that can communicate with the weather terminal of the individual area as well as conversation.

      Currently, the data logger in the meteorological field is connected to the meteorological sensor to be measured by serial or wireless, and is responsible for transmitting the meteorological data of the area unilaterally. The actual weather field is the closest to IoT (Internet of Things) However, there is a problem that the method of connecting with the IoT network is not realized.

      In addition, there is a demand that the actual field personnel have a demand to exchange various kinds of information with the equipment in real time. However, there is a problem that the smart phone is focused only on the provision of the weather data from the user's viewpoint .

Korean Patent Laid-Open No. 10-2011-0021345

SUMMARY OF THE INVENTION Accordingly, the present invention has been made to solve the above-mentioned problems occurring in the prior art, and it is an object of the present invention to provide an indicator for an optimal crop growth environment through an analysis system based on a big data including weather information The present invention is to provide a big data-based crop growth environment analysis, a delivery forecasting system, and a management method thereof, which are linked with a weather object communication server that can increase the productivity of the crop by providing it to a user.

Another object of the present invention is to provide a method and apparatus for predicting optimal delivery time for a specific crop through a big data-based analysis system including various crop-related data, This paper proposes a new data-based crop growth environment analysis and forecasting system and its operation method linked with servers.

It is a further object of the present invention to provide a method and apparatus for controlling the speed and accuracy of real-time weather information by communicating with a weather object communication data logger using a most familiar object communication messenger, And to provide a method for estimating crop growth environment, a forecasting system, and a method for operating the system.

      In order to accomplish the above object, a big data-based crop growth environment analysis and forecasting system linked with a weather object communication server according to the present invention is a system for analyzing a crop growth environment and a forecasting system based on a big data, A user terminal, a basic information providing unit connected to the Internet network for providing basic data for analysis of a growth environment and a forecast of departure of a specific crop, and a user terminal An information providing system that provides data on the growth environment of a specific crop and a forecast of release of the crop; The basic information providing unit is constituted by meteorological information providing means for providing meteorological data accumulated in the past and present weather condition information and crop information providing means for providing regional related data of various crops and auction price of the crops; The information providing system includes a database server in which a plurality of pieces of user information to be accessed through the user terminal, weather data transmitted from the weather information providing unit, and various crop-related information transmitted from the crop information providing unit are stored, And a management server for managing transmission and reception of various data, and providing analysis information on growth environment of various crops and forecasting information of departing from the database through the big data collected and stored in the database server.

      Preferably, the weather information providing means of the basic information providing unit includes a weather sensor installed in each farmhouse so that the local climate information can be observed, a weather observation device provided for each specific region and providing the amount of sunshine, rainfall, And a weather information storage server in which weather information is provided through an open system of a public institution including past weather data and external agency data. The crop information providing means of the basic information providing unit is provided for each region, And a crop price information storage server in which crop-related data storage servers for providing crop-related data, social data or news from the Internet, and auction price related data are provided.

      Preferably, the database server of the information providing system includes a user information storage unit for storing information of a plurality of users accessing the service through a user terminal, a sensing data storage unit for storing sensing data transmitted from the weather sensor, An observation data storage unit for storing weather observation data transmitted from a weather observation device, a weather data storage unit for storing weather data transmitted from an external server, and various crop-related data transmitted from the crop-related data storage server A crop-related data storage unit, and a crop price data storage unit for storing price information of various crops transmitted from the crop price information storage server.

      Preferably, the operation server of the information providing system analyzes the optimum growth environment for each crop based on the weather data and the big data about the crop data stored in the database server, and provides the growth environment analysis module And a departure prediction module for predicting the release date so that each crop can be shipped at an optimal price and providing the estimated release date to the user terminal.

      In addition, the operation server of the information providing system may be provided with a plurality of user terminals connected to each other via the Internet network, an information providing system, and a communication performing protocol and data processing between the basic information providing system and the information providing system And a web site operation module for providing various service contents and web pages according to the operation of the operation server of the information providing system to a plurality of user terminals.

      Preferably, the weather information storage server of the basic information information unit is configured to receive meteorology information in association with a matter communication messenger system via the Internet network, wherein the matter communication messenger system includes a wind direction wind speed, a wind speed, a temperature, A weather data logger for collecting and storing data from a plurality of meteorological measurement devices including measurement of presence / absence, precipitation, nutrients, and soil moisture of the meteorological data logger, and a portable terminal device connected to the internet network, ID management for each device, conversion to input / output data, communication control so that data can be transmitted / received between the weather data logger and the user terminal for object communication via the instant messenger And a weather object communication server that performs a series of controls including .

      More preferably, the gaseous matter communication server includes: a communication module for performing transmission and reception of data via an Internet network; and a control unit for converting the control information of the object communication user terminal into a command recognizable by the weather data logger, A language conversion module for converting a response of a command transmitted from the weather data logger into character information recognizable by the object communication user terminal; a management module for registering and managing almost the ID and the password in the object communication user terminal and the weather data; And a control module for performing control such that command and control information are converted by dividing the user terminal for object communication or the weather data logger through each ID.

      In addition, the conversation between the user terminal for object communication and the weather data includes information in the form of characters, ASCII codes and binary codes, and the identifier of the user terminal for object communication connected to the Internet network is IPv4 Address, or an IPv6 address. Almost as an identifier, the identifier includes an IPv4 address and an IPv6 address corresponding to the object communication user terminal, an International Mobile Equipment Identity (IMEI), an International Mobile Subscriber Identity (IMSI) IDentifier), MEID (Mobile Equipment IDentifier), or ESN (Electronic Serial Number).

      Meanwhile, a big data-based crop growth environment analysis and an operation method of a departure prediction system in connection with a gaseous matter communication server according to the present invention include a weather sensor installed at each farmhouse, A meteorological data collecting step in which meteorological information providing weather information is provided to an information providing system through an Internet network; Related data storage server provided for each local area and provided with crop-related data for each region, a crop-related data collection step in which social data, news and auction price related data from the Internet are transmitted to the information providing system through the Internet network ; A data storing step of storing various data transferred to the information providing system in the weather data collecting step and the crop-related data collecting step as big data in a database server; The operation server of the information providing system analyzes the growth environment for specific crops based on the data stored in the form of big data on the database server, and estimates the optimum release date for each crop and provides the data to the user terminal An analysis and visualization step for visualizing the image; And providing information to the user terminal connected to the information providing system through the Internet through various information including a growth environment for a specific crop and a forecasted release of the crop.

      Preferably, the web site provided from the web site module of the operation server to the user terminal through the Internet network allows the user to input the fertilizer amount, the amount of water, the pH value of the irrigation water, And the operation server provides the user terminal with an index based on the big data stored in the database server and comparative analysis data on the crop of the corresponding farm inputted through the user terminal.

      Preferably, when the weather information storage server of the basic information providing unit receives the weather information from the object communication messenger system via the Internet network, the weather data logger, the user terminal for object communication and the weather object communication A method for communicating objects among servers includes the steps of: issuing a user ID according to an ID and a password application through a corresponding application in a state where a predetermined application for accessing a server of a weather object communication is installed in a user terminal for object communication connected to the Internet; The method comprising: issuing an object ID to the weather data logger at the weather object communication server and notifying the weather data logger of the weather object data to the weather data logger; A step of requesting addition of a friend for a predetermined object ID after accessing a new server; checking the authority of the user ID on the meteorological object communication server for a predetermined friend addition request from the object communication user terminal; The method comprising the steps of: allowing a user to request a friend when the user ID is a permitted ID, allowing the user terminal for specific object communication and the weather data logger to communicate with each other; and receiving control information using the instant messenger from the user terminal for object communication, The method comprising the steps of: receiving control information input from the gaseous matter communication server and converting the received control information into a command recognizable by the weather data logger; Transmitting the converted instruction word; Receiving a command from the meteorological data logger and transmitting a response to the command to the weather object communication server side, receiving a response to the command from the weather data logger, Converting the character into a recognizable character form, and transmitting the converted character from the gobble object communication server to the user terminal for the object communication.

According to the present invention as described above, an indicator is generated as a reference value for an optimal crop growth environment through a big data-based analysis system including weather information, Thereby improving the productivity of a specific crop and increasing the efficiency of the crop.

In addition, through the big data-based analysis system, it is possible to predict the optimal delivery time for a specific crop and provide it to the user, thereby making it possible to sell the crop at a high price through adjustment of the delivery date of the crop, It is possible to increase the income.

BRIEF DESCRIPTION OF THE DRAWINGS FIG. 1 is a block diagram showing a schematic configuration of a big data-based crop growth environment analysis and departure prediction system associated with a gaseous matter communication server according to the present invention;
FIG. 2 and FIG. 3 are flow charts showing a big data-based crop growth environment analysis and a method of operating a departure prediction system, which are associated with a gaseous matter communication server according to the present invention,
4A to 4C are diagrams showing an embodiment of an information screen provided to a user terminal through analysis of crop growth environment based on a big data and operation of a forecasting system related to a weather object communication server according to the present invention,
FIG. 5 is a view showing an embodiment of a big data-based crop growth environment in connection with a gaseous matter communication server according to the present invention and an object communication messenger system connected to a weather information storage server of a basic information storage unit provided in a departure prediction system drawing,
FIG. 6 is a flow chart illustrating a process of controlling a crop data generation environment based on a big data based on a weather data communication server according to an embodiment of the present invention and a process of controlling a messenger system connected to a weather information storage server of a basic information storage unit, Chart.

Hereinafter, the present invention configured as described above will be described in detail with reference to the accompanying drawings.

FIG. 1 is a block diagram showing a schematic configuration of a big data-based crop growth environment analysis and departure prediction system in connection with a gaseous matter communication server according to the present invention. FIG. 4 is a flowchart showing a big data-based crop growth environment analysis and an operation method of a delivery forecasting system in connection with a big data-based crop farm growth environment analysis in connection with a weather object communication server according to the present invention. FIG. 8 is a view showing an embodiment of an information screen provided to a user terminal through operation of a forecasting system. FIG.

      First, a big data-based crop growth environment analysis and a forecasting system and a method of operating the same according to the present invention are implemented using a big data-based analysis system including weather information and various crops related data The indicator is generated as a reference value for the optimal crop growth environment and is provided to the user, and the optimum delivery date for the specific crop can be predicted and provided to the user.

      For this purpose, a big data-based crop growth environment analysis and an arrival forecasting system associated with a weather object communication server according to the present invention includes a basic information providing unit 20 for providing basic data for generating big data, An information providing system 30 for storing and managing the data transmitted from the basic information providing unit 20 in the form of big data and analyzing the data and providing the data to the user terminal and a plurality of user terminals 10 provided at a remote place, And is configured to be interconnected via the Internet network 100.

      The basic information providing unit 20 is connected to the Internet network 100 to provide basic data for analysis of a growth environment and forecast of departure of specific crops. (22) installed at each farmhouse to observe local climate information so as to be able to provide weather information, and a meteorological observation device (22) installed at a farming and agricultural technology center of the city and county to provide information such as the amount of sunshine, rainfall, And a weather information storage server 26 for providing weather information such as past weather data and external weather data collected and stored in an open system of a public institution, In order to provide regional data and agricultural auction prices of agricultural products, the Ministry of Agriculture, Forestry, Livestock and Livestock Food and Agriculture, A crop-related data storage server 28 for collecting and storing data, and a crop price information storage server 29 for collecting and storing social data, nuance, and auction price related data from the Internet, and the like .

      The information providing system 30 includes a database server 40 and an operation server 50. The database server 30 receives weather information and various crop related information transmitted from the basic information providing unit 20, A user information storage unit 42 for storing information of a plurality of users connected to the service via the user terminal 10, a sensing data storage unit 42 for storing the sensing data transmitted from the weather sensor 22, A storage unit 44, an observation data storage unit 46 for storing the weather observation data transmitted from the weather observation apparatus 24, a weather data storage unit 47 for storing the weather data transmitted from the external server, A crop-related data storage unit 48 in which various crop-related data transmitted from the crop-related data storage server 28 are stored, and pricing information of various crops transmitted from the crop price information storage server 29 are stored It is configured to include a crop price data storage unit (49).

      In addition, the operation server 50 analyzes the optimum growth environment for each crop based on the big data on the weather data and the crop data stored in the database server 40, and provides the growth environment analysis module And a departure prediction module 58 for predicting the release date so that each crop can be shipped at an optimal price and providing it to the user terminal.

      Through the departure prediction module 58, the wholesale price of the crop can be predicted on a daily, monthly or yearly basis. Moreover, the wholesale price prediction modeling is performed to predict the short / medium price of the crop, Services are provided to improve farmers' profitability by adjusting within a few days.

      The operation server 50 may be provided with a plurality of user terminals 10 connected to each other via the Internet network 100 and the information providing system 30, A communication module 52 for performing protocol and data processing between the system 30 and a plurality of user terminals 10 and various service contents and web contents for operating the operation server 50 of the information providing system 30, A web site operation module 54 for providing pages, and the like.

      A plurality of user terminals 10 connected to the information providing system 30 side via the Internet network 100 at a remote site may be connected to a network such as a personal computer (PC), a notebook computer, a tablet PC, a smart phone, It is possible to apply a terminal device capable of doing so.

      The information providing system 30 accesses the operation server 50 of the information providing system 30 through the operation of the predetermined program or the smartphone application installed in the user terminal 10, Information on optimal growth environment analysis for crops, and information on optimal release of specific crops.

      In addition, the user of the user terminal 10 can calculate the fertilizer amount, the amount of water, and the pH value of the irrigation water for his / her farm and crops through a web site served from the operation server 50 or a predetermined program or application mounted on the terminal The operation server 50 of the information providing system 30 can input an index for the crop based on the cumulative data stored in the database server 40 to the user terminal 10 to the corresponding user terminal 10 as comparative analysis data with the data inputted by the user.

      5 and 6, the weather information storage server 26 of the basic information information unit 20 may be connected to the object communication messenger system (not shown) via the Internet network 100 80) to be provided with weather information.

      The object communication messenger system 80 includes a weather data logger 70, a user communication terminal 12, a weather communication server 60, and the like.

      The gas-phase data logger 70 is connected to the gas-phase data logger 70 through a plurality of sensors including the wind direction wind speed 70a, the wind speed 70b, the air temperature 70c, the air pressure 70d, the presence or absence of precipitation 70e, the precipitation 70f, And collects and stores weather data from the meteorological measurement devices.

      The object communication user terminal 12 may be a portable terminal such as a smart phone or a tablet PC carried by a user using the system. The user communication terminal 12 may communicate with the weather data logger 70 A predetermined application for carrying out the present invention is mounted and configured.

      The gaseous matter communication server 60 is connected to the gaseous data logger 70 and the object communication user terminal 12 so that data can be transmitted and received between the weather data logger 70 and the object communication user terminal 12 via an instant messenger, Communication control, and the like. The meteorological object communication server 60 includes a communication module for transmitting and receiving data via the Internet network 100, a communication module for transmitting / The control information of the terminal 12 is converted into a command recognizable by the weather data logger 70 or a response of a command to be transmitted by the weather data logger 70 is received by the character communication user terminal 12 A management module for registering and managing the IDs and passwords of the object communication user terminal 12 and the weather data logger 70, Module, that the object user communication terminal 12 to each of the medium ID or the gas phase is a data logger (70) or the separation of the configuration is provided with such a control module for controlling to perform the conversion of the commands and control information.

      In the method for communicating objects using the instant messenger according to the present invention, the user interacts with the object communication user terminal 12 via the character information, and the user communication terminal for the object communication 12 and the weather data The conversation between the loggers 70 is made up of characters, ASCII codes, and binary code information.

      In the object communication method using the instant messenger according to the present invention, the identifier of the user communication terminal 12 that can be connected to the Internet network 100 includes an IPv4 address or an IPv6 address, and the weather data logger 70 are identifiers of the International Mobile Equipment Identity (IMEI), International Mobile Subscriber Identity (IMSI), Integrated Circuit Card Identifier (ICCID), Mobile Equipment IDentifier) or an electronic serial number (ESN).

     The weather information storage server 26 of the basic information information unit 20 connected to the object communication messenger system 80 via the Internet network 100 is connected to the weather information storage server 26 of the application installed in the object communication user terminal 12 And receive the weather information according to the control command or receive the weather information directly through the weather object communication server 60. [

      In addition, the weather information storage server 26 and the weather-object communication server 60 may be integrated into one server.

      According to an embodiment of the present invention as described above, the weather information storage server 26 of the basic information providing unit 20 receives weather information (information) from the object communication messenger system 80 via the Internet network 100, The object communication between the weather data logger 70 provided in the object communication messenger system 80 and the user communication terminal for object communication 12 and the weather communication server 60 is performed as shown in FIG. Process.

      First, in a state in which a predetermined application for accessing a weather object communication server 60 is installed in a user communication terminal 12 connected to the Internet network 100, (A), the weather object communication server 60 issues a user ID for the corresponding object communication user terminal 12 (b).

      (C) The weather object data communication server 60 issues an object ID to the weather data logger 70, and the weather data logger 70 is notified and confirmed (d).

       Thereafter, when the object communication user terminal 12 accesses the meteorological object communication server 60 via the object communication messenger application using the user ID and requests the addition of a friend for a predetermined object ID, The weather article communication server 60 checks the authority of the user ID and permits the friend request when the authorized user ID is an authorized user ID. Accordingly, the user terminal 12 and the weather data logger (70) are in a state where they can communicate with each other.

      When the control information using the instant messenger is input from the user terminal 12 for the object communication and is transmitted to the weather object communication server 60 side (e), the weather object communication server 60 receives the input command, The weather data logger 70 converts the weather data logger 70 into a recognizable command word and then inquires the object ID of the weather data logger 70 to transmit the command inputted from the object communication user terminal 12 (G).

      After receiving the command, the weather data logger 70 transmits a response to the command (h). The weather object communication server 60 transmits a response to the weather data logger 70 to the object communication user terminal 12, (I), and then transmits the converted character data to the user terminal 12 for the object communication (j).

      Next, with reference to FIG. 1, a description will be made of a procedure of analyzing crop growth environment and operating a forecasting system of crops based on the Big Data in connection with the above-described gobble object communication server according to the present invention.

      The big data-based crop growth environment analysis and the method of operating the departure prediction system associated with the gaseous matter communication server according to the present invention include a weather data collection step (S 1-1), a crop-related data collection step (S 1- 2), a data storage step (S 2), an analysis and visualization step (S 3), and an information providing step (S 4).

      First, in the meteorological data collection step (S 1-1), a weather sensor (22) installed at each farmhouse so as to enable observation of local climate information, a door sensor installed at an agricultural technology center of a farmhouse and a city, A weather observation device 24 for providing weather information, and weather information collected and stored in an open system of a public institution, including past weather data and external weather data, 100) to the information providing system 30, and the crop-related data collection step (S 1-2) collects crop-related data collected from the agricultural technology centers of the Rural Development Administration, the Ministry of Agriculture, Forestry and Livestock, Related data storage server 28, and social data, news, and auction price related data from the Internet are transmitted to the information providing system 30 through the wired and wireless Internet network.

      In the data storage step S 2, the weather data collection step S 1-1 and the crop-related data collection step S 1-2 are transmitted to the information providing system 30 through the Internet network 100 Are stored in the database server 40 as big data and managed.

      The meteorological information collected in the open system of the weather sensor 22, the weather observation device 24 and various public agencies is stored in the sensing data storage unit 44 and the observation data storage unit 46 of the database server 40, Related data storage server 28 and the price related data collected from the Internet are stored in the crop-related data storage unit 48 and the crop-related data storage unit 47 of the database server 40, respectively. And stored in the price data storage unit 49 for classification.

      The user information storage unit 42 of the database server 40 stores information of each user input through the multiple user terminals 10 connected to the information providing system 30 via the Internet network 100 The user information storage unit 42 is connected to a web site operated by the web site operation module 54 of the operation server 50 and stores the user information in the user information storage unit 42, After agreeing to use the service, each user's information is stored by inputting basic information of the user's ID, password, address, e-mail and telephone number, information about the farm and information about the crop.

      Thereafter, in the analysis and visualization step S 3, the operation server 50 of the information providing system 30 sends the growth environment analysis module 56 to the database server 40 based on the data stored in the form of big data, The growth environment information for a specific crop is analyzed, and the optimal release prediction information for each crop is generated in the release prediction module 58. [

      Accordingly, in the information providing step S 4, a plurality of user terminals 10 connected to the information providing system 30 via the Internet network 100 can receive a specific environment for the crops, Various kinds of information can be provided.

      In the method for analyzing the crop growth environment and the forecasting system of the big data according to the present invention, the web page provided from the web site module 54 provided in the operation server 50 of the information providing system 30, The user terminal 10 can input the amount of fertilizer, the amount of water, the pH value of the irrigation water, the pest inspecting activity history, and the like on the farm of the user through the screen. In the operation server 50, It is possible to provide the user terminal 10 with an index based on the big data stored in the user terminal 40 and comparative analysis data on the crop of the corresponding farm inputted through the user terminal 10.

      4A to 4C illustrate examples of screens displayed and provided from the information providing system 30 to the user terminal 10 through the information providing step S4.

      4A shows a screen for predicting the daily average wholesale price for specific agricultural products, FIG. 4B shows a screen for predicting the yield and the wholesale price due to the development of the farm growth index, FIG. 4C shows the growth of the operation server 50 The various visualization screens analyzed by the environment analysis module 56 include time series prediction analysis, trend analysis, multidimensional trend analysis, discrete distribution analysis, and position analysis.

While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the invention is not limited to the disclosed exemplary embodiments, but, on the contrary, is intended to cover various modifications and equivalent arrangements included within the scope of the appended claims.

10: user terminal, 12: user terminal for object communication,
20: basic information providing unit, 22: weather sensor,
24: weather observation device, 26: weather information storage server,
28: storage server for crops, 29: storage server for crops price information,
30: information providing system, 40: database server,
42: user information storage unit, 44: sensing data storage unit,
46: observation data storage unit, 47: weather data storage unit,
48: Crop related data storage, 49: Crop price data storage,
50: operation server, 52: communication module,
54: Website operation module, 56: Growth environment analysis module,
58: Departure prediction module, 60: Weather object communication server,
70: weather data logger, 80: object communication messenger system,
100: Internet network.

Claims (11)

A plurality of user terminals connected to the system via a wired and wireless Internet network at a remote site, a basic information providing unit connected to an internet network for providing basic data for analyzing a growth environment of a specific crop, And an information providing system for providing a user with a growth environment analysis data and a release forecast data of a specific crop through a big data based on the data collected from the slave;
The basic information providing unit,
Meteorological information providing means for providing meteorological data accumulated in the past and current meteorological condition information; and crop information providing means for providing regional related data of various crops and auction price of the crops;
The information providing system includes:
A database server in which a plurality of user information accessed via the user terminal, weather information transmitted from the weather information providing means, and various crop-related information transmitted from the crop information providing means are stored, And a management server for managing growth environment analysis information of various crops and forecasting the future release of the crop through the big data collected and stored in the database server. Data - based crop growth environment analysis and forecasting system. The method according to claim 1,
The weather information providing unit of the basic information providing unit,
Weather sensors installed in each farm to enable observation of local climate information, weather observation devices installed in each specific area and providing daily rainfall, rainfall, geothermal, and rainfall information, and past weather data and external agency data And a weather information storage server in which weather information is provided through an open system,
The crop information providing means of the basic information providing section,
And a crop price information storage server provided with a crop-related data storage server provided for each local area and provided with crop-related data for each region and social data or news from the Internet and auction price related data, A Big Data - based Crop Growth Environment Analysis and Delivery Forecasting System Connected with Servers. The method according to claim 1,
Wherein the database server of the information providing system comprises:
A user data storage unit for storing information of a plurality of users connected to the service via a user terminal, a sensing data storage unit for storing sensing data transmitted from the weather sensor, and a weather data storage unit for storing weather data stored from the weather data storage unit A weather data storage unit for storing weather data transmitted from an external server, a crop-related data storage unit for storing various crop-related data transmitted from the crop-related data storage server, and a crop- And a crop price data storage unit in which price information of various crops transmitted from the farmer is stored. The method according to claim 1,
Wherein the operation server of the information providing system comprises:
A growth environment analysis module for analyzing the optimal growth environment for each crop based on the weather data and crop data stored in the database server and providing the optimum growth environment to each user terminal, And a forecasting module for forecasting the departure date and providing the predicted departure date to the user terminal. The big data-based crop growth environment analysis and forecasting system associated with the weather item communication server are provided. The method according to claim 1 or 4,
In the information providing system,
A communication module for performing protocol and data processing between a plurality of user terminals and an information providing system connected to each other through the Internet network, and between the basic information providing system and the information providing system,
And a web site operation module for providing various service contents and web pages according to the operation of the operation server of the information providing system to a plurality of user terminals. Growth environment analysis and forecasting system. The method according to claim 1,
The weather information storage server of the basic information information unit is configured to receive weather information in association with the object communication messenger system via the Internet network,
The object communication messenger system comprises:
A meteorological data logger for collecting and storing data from a plurality of meteorological measuring devices including a measurement of wind speed, wind speed, wind speed, temperature, pressure, precipitation, precipitation, nutrients,
A portable terminal device connected to an Internet network, comprising: a user terminal for object communication equipped with a predetermined application for performing communication with the weather data logger;
A weather object for performing a series of control including ID management for each device, conversion to input / output data, and communication control so that data can be transmitted and received between the weather data logger and the object communication user terminal via the instant messenger A communication server, and a big data-based crop growth environment analysis and departure prediction system associated with a weather object communication server. The method according to claim 6,
The gas-phase communication server comprises:
A communication module for transmitting and receiving data via the Internet,
A language conversion module for converting the control information of the user communication terminal for the object communication into a command recognizable by the weather data logger or converting a response of a command transmitted from the weather data logger into character information recognizable by the object communication user terminal;
A management module for registering and managing IDs and passwords with the user terminal for object communication and the weather data;
And a control module for performing control such that commands and control information are converted by dividing the user terminal for object communication or the weather data logger by means of the respective IDs. Crop Growth Environment Analysis and Estimation System. The method according to claim 6,
Wherein the conversation between the user terminal for object communication and weather data comprises information of a character, an ASCII code, and a binary code,
The identifier of the user terminal for the object communication connected to the Internet network includes an IPv4 address or an IPv6 address, and the identifier is almost the same as the International Mobile Equipment Identity (IMEI) including the IPv4 and the IPv6 address corresponding to the user terminal for the object communication, , An International Mobile Subscriber Identity (IMSI), an Integrated Circuit Card Identifier (ICCID), a Mobile Equipment Identifier (MEID), or an Electronic Serial Number (ESN) Growth environment analysis and forecasting system. Weather data from each farmhouse and meteorological observations that provide daily rainfall, rainfall, geothermal, and rainfall information installed in specific areas and weather data from open systems of public institutions including past weather data and external agency data A weather data collecting step of transmitting the weather data to the information providing system through the network;
Related data storage server provided for each local area and provided with crop-related data for each region, a crop-related data collection step in which social data, news and auction price related data from the Internet are transmitted to the information providing system through the Internet network ;
A data storing step of storing various data transferred to the information providing system in the weather data collecting step and the crop-related data collecting step as big data in a database server;
The operation server of the information providing system analyzes the growth environment for specific crops based on the data stored in the form of big data on the database server, and estimates the optimum release date for each crop and provides the data to the user terminal An analysis and visualization step for visualizing the image;
And providing information to the user terminal connected to the information providing system via the Internet through various information including a growth environment for a specific crop and a predicted release time, Big - Data - based Crop Growth Environment Analysis and Method of Operation of Prediction System Associated with Server. 10. The method of claim 9,
Using the web page provided from the web site module of the operation server to the user terminal through the Internet, the user can input the fertilization amount, the amount of water, the Ph value of the irrigation water, and the details of the pest inspecting activity,
Wherein the operation server is configured to provide an index based on the big data stored in the database server and comparative analysis data on the crop of the corresponding farm inputted through the user terminal to the user terminal. Data - based Crop Growth Environment Analysis and Operating Method of Delivery Forecasting System. 10. The method of claim 9,
When the weather information storage server of the basic information providing unit receives the weather information from the object communication messenger system via the Internet network,
The object communication method between the weather data logger, the user terminal for object communication, and the weather object communication server provided in the object communication messenger system comprises:
A step of issuing a user ID according to an ID and a password application through a corresponding application in a state where a predetermined application for accessing a weather object communication server is installed in a user terminal for object communication connected to the Internet,
Issuing an object ID to the weather data logger at the weather object communication server and notifying it to the weather data logger;
Communicating with the weather object communication server via the object communication messenger application using the user ID in the user terminal for the object communication, and requesting the friend addition for the object ID;
When the right of the user ID is checked by the weather object communication server for a predetermined friend addition request from the user terminal for object communication, the friend request is allowed when the right is authorized, A step of bringing the data loggers into an interactive state with each other,
Receiving control information using the instant messenger from the user terminal for object communication and transmitting the control information to the weather object communication server side;
Receiving control information input from the gaseous matter communication server and converting the gaseous data logger into a recognizable command word;
The method comprising the steps of: inquiring about an ID with the weather data from the gaseous matter communication server and transmitting the converted command;
Receiving a command from the weather data logger and transmitting a response to the command to the weather object communication server;
Converting the corresponding response from the weather object communication server, which has received the response to the command from the weather data logger, into a character form recognizable by the user terminal for object communication;
And transmitting the characters converted by the gaseous matter communication server to the user terminal for the object communication, wherein the control is performed by analyzing the crop growth environment based on the big data and associated with the weather object communication server, How to operate.
KR1020150131331A 2015-09-17 2015-09-17 GROWTH ENVIROMENT ANALYSIS AND RIGHT TIME PREDICTION SYSTEM FOR CROP BASED ON BIG DATA LINKED TO WEATHER IoT SERVER linked to an AND THE OPERATION METHOD THEREOF KR101746688B1 (en)

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Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109631990A (en) * 2018-12-10 2019-04-16 杨宗武 A kind of Agricultural Information acquisition system based on big data and WSN technology
KR20190052484A (en) * 2017-11-08 2019-05-16 대한민국(농촌진흥청장) An early warning system and method for agrometeorological disaster
KR20200072997A (en) * 2018-12-13 2020-06-23 대한민국(농촌진흥청장) Method for predicting of rice crops using similar weather information
KR20210018605A (en) * 2019-08-06 2021-02-18 동국대학교 산학협력단 Prediction system for traffic of fruits and predicting method using the same
WO2021015468A3 (en) * 2019-07-22 2021-03-18 주식회사 에피넷 System and method for crop growth-oriented precise management of pest and weather damage
KR102324142B1 (en) * 2020-05-21 2021-11-10 주식회사 허브넷컴퍼니 Market analysis system for residual agricultural product based big data product-life-cycle tech
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Families Citing this family (2)

* Cited by examiner, † Cited by third party
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Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20110021345A (en) 2009-08-26 2011-03-04 주식회사 로보렉스 The managing system for the equipment house using of realtime weather information

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20110021345A (en) 2009-08-26 2011-03-04 주식회사 로보렉스 The managing system for the equipment house using of realtime weather information

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* Cited by examiner, † Cited by third party
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CN109631990A (en) * 2018-12-10 2019-04-16 杨宗武 A kind of Agricultural Information acquisition system based on big data and WSN technology
CN109631990B (en) * 2018-12-10 2021-08-31 河北平普科技有限公司 Agricultural information acquisition system based on big data and WSN technology
KR20200072997A (en) * 2018-12-13 2020-06-23 대한민국(농촌진흥청장) Method for predicting of rice crops using similar weather information
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