Claims:We claim:
1) System for monitoring natural trends for farming by using big data technology is comprising of:
a. Monitoring natural trends web application –used for monitoring natural trends related to farming;
b. Any electronic device which has active internet connection – used for communicating to the monitoring natural trends web application;
c. Backend server – used for storing all data related to natural trends happened in past for selected area; and
d. Any open-source framework like Hadoop for data analysis which stored data on big data
wherein, through an electronic device the said application can be accessed through which said user get analysed data and prediction about natural trends occur for selected area from the list.
2) Method for monitoring natural trends for farming by using big data technology is comprising the steps of:
a. User start the web application through an electronic device;
b. Selecting the current location from the web application;
c. Requesting for prediction of natural trends to the application;
d. Gathering a data from various sources by big data technology at backend server;
e. Data analysis is done by big data technology for selected location submitted by said user;
f. Predicating about future natural trends for selected location by using big data technology; and
g. Displaying information related to future natural trends which would affect farming for selected location
3) The method claimed in claim 2, wherein data of past natural trend is gathered for selected location from various resources by big data technology.
4) The method claimed in claim 2, wherein past natural trend data and weather data are analysed by big data technology to predict any occurrence of natural trend in coming future for selected location.
5) The method claimed in claim 2, wherein displays the detail information about natural trends occur at past for selected location through said electronic device.
6) The method claimed in claim 2, wherein displays the prediction about natural trends for selected location through said electronic device.
, Description:Field of the invention:
The present invention is related generally to the agriculture, and more particularly to system and method for monitoring natural trends for farming by using big data technology.
Background of the invention:
Farming is depending on various factors such soil structure, weather condition, water supply, humidity which affects the growth of crops as well as harvests of crops in last stage. Farmer do consider all these factors before taking any crop or yield. But there is one more factor which is most important and can affect yield at most and that is natural disasters like storms or extreme weather. In past era, farmer may conclude for such conditions. But not every farmer thinks about it. Because nature is unpredictable.
Big data can monitor such events and also predicts them in future. By gathering all past information from past trusted sources, it analysis it and try to predict any future occurrence of natural trends for particular area.
There are a system having monitoring farming related inventions, which are patented, are listed below.
US patent application US20170127622A1 by Xu Hong discloses Smart control/iot system for agriculture environment control. An Internet-of-Thing (IoT) method for improving ROI of farming includes placing a plurality of sensor hubs in predetermined locations in a farm, each hub including a meteorological data acquisition system and an environmental data collection system; and monitoring key elements in the growing of plants from a plurality of sensor hubs including lighting, humidity, temp, soil moisture, and elements that influence plant growth.
Chinese patent application CN204740488U discloses Agriculture monitoring system of intelligence based on thing networking. The utility model relates to an agricultural monitoring field, concretely relates to agriculture monitoring system of intelligence based on thing networking, include: CPU module, wireless communication module and external sensor module, the external sensor outside has waterproof ventilative shell, the external sensor module includes carbon dioxide sensor, soil moisture sensor, video acquisition module, light intensity sensor, insect count sensor, the CPU module is connected to the external sensor module, wireless communication module is connected to the CPU module. The utility model discloses an assay obtains the law that the environmental change influences to agricultural crop growth situation, for scientific research provides comprehensive reference, realizes the accurate operation of agricultural, satisfies the demand of modern agriculture informationization, intellectuality, and the system has waterproof, damp proofing, the good characteristics of stability, can realize accurate positioning monitoring, and the messenger user really accomplishes home -confined remote monitoring farmland.
Though the prior art patent discloses Smart control/iot system for agriculture environment control and Agriculture monitoring system of intelligence based on thing networking, they do not give any perfect solution for monitoring natural trends for farming.
Big data is a field that treats ways to analyse, systematically extract information from, or otherwise deal with data sets that are too large or complex to be dealt with by traditional data-processing application software.
Object of the invention:
The primary object of the present invention is to provide system and method for monitoring natural trends for farming by using big data technology which is used for getting the information related to past natural trends and prediction about future natural trend by selecting location of farming from the web application.
Another object of the present invention is to provide system and method for monitoring natural trends which would gather data of past natural trend for selected location from various resources by using big data technology.
Another object of the present invention is to provide system and method for monitoring natural trends which would analyse past natural trend data and weather data with the help of big data technology and it would predict any occurrence of natural trend in coming future for selected location.
Another object of the present invention is to provide system and method for monitoring natural trends which would display the detail information about natural trends occur at past for selected location.
Another object of the present invention is to provide system and method for monitoring natural trends which would display the prediction about natural trends for selected location.
Summary of the invention:
The present invention discloses system and method for monitoring natural trends for farming by using big data technology. The system for monitoring natural trends for farming is comprising of;
Monitoring natural trends web application –used for monitoring natural trends related to farming;
Any electronic device which has active internet connection – used for communicating to the monitoring natural trends web application;
Backend server – used for storing all data related to natural trends happened in past for selected area; and
Any open-source framework like Hadoop for data analysis which stored data on big data
According to the present invention, user would have to open the web application where the said user would select current location of farming through an electronic device. Said user would request for information of past natural trends and prediction of future natural trends to the application. With the help of big data technology, data is gathered from various resources. Data analysis would be done with the help of big data technology for selected location submitted by user. This data may be structured as well as unstructured type. Big data opens source framework analyses this data and predicts about natural trends in future would occur or not for said location. It would display information related to future natural trends which would affect farming for selected location
Brief description of the drawings:
Fig.1 illustrates system of this invention.
Fig. 2 illustrates flowchart of method for this invention.
Detailed description of the invention:
The present invention discloses system and method for monitoring natural trends for farming by using big data technology.
Big Data Technology can be defined as a Software-Utility that is designed to Analyse, Process and Extract the information from an extremely complex and large data sets which is difficult for the Traditional Data Processing Software.
Big data includes vast volume of structured or unstructured data that is readily available at collective fingertips. These large data sets are analysed to reveal previously unknown patterns and provide insights into businesses, human behaviour, and more. Big data analysis is used for everything from financial services, to gauging someone’s productivity, to even monitoring the weather and now for agriculture also.
Fig.1 illustrates the system for monitoring natural trends for farming by using big data technology is comprising of contents;
Monitoring natural trends web application –used for monitoring natural trends related to farming;
Any electronic device which has active internet connection – used for communicating to the monitoring natural trends web application;
Backend server – used for storing all data related to natural trends happened in past for selected area; and
Any open-source framework like Hadoop for data analysis which stored data on big data
Fig.1 illustrates the system of present invention where said user open the web application through an electronic device, said user would have to select the current location of farming from the list provided in the web application. After selecting location said user would request for prediction of natural trend to the web application.
Fig. 1 illustrates the system of present invention which includes big data framework. Big data framework consists of mainly five stages such as-
Data sources- web and social media, machines, Sensing, IoT
Content format – structured, semi-structured, unstructured data
Data stores – document oriented, column oriented, graph database, key value
Data Staging – cleaning, transform and normalization
Data processing – Batch and real time
The embodiment of present invention includes big data framework. This framework mainly gathered data from various sources such as web, social media, machine, sensors and IoT. This data may have structured data type, semi-structured data type and unstructured data type. Big data framework analyses this data give detailed description about which natural trends was occur at past and it also predicts which natural trends would be occur in future for selected location.
Fig. 2 illustrates method for monitoring natural trends for farming by using big data technology is comprising of the steps are as;
Step 1) User open the web application through an any electronic device
Step 2) User select the current location of farming from the web application
Step 3) User request for prediction of natural trends to the web application
Step 4) Data is gathered from various sources by big data technology at backend server
Step 5) Data analysis is done by big data technology for selected location submitted by said user
Step 6) Predication about future natural trends for selected location by using big data technology
Step 7) Displaying information related to future natural trends which would affect farming for selected location
The present invention is used to get information about past natural trends for particular selected area and also with the help of big data technology, said use can get prediction about future natural trends for selected location. According to the present invention, user have to open the web application where the said user selects current location of farming through an electronic device. Said user request for information of past natural trends and prediction of future natural trends to the application. With the help of big data technology, data is gathered from various resources. Data analysis is done with the help of big data technology for selected location submitted by user. This data may be structured as well as unstructured type. Big data opens source framework and analyses this data and predicts about natural trends in future will occur or not for said location. It displays information related to future natural trends which would affect farming for selected location
There are some advantages of the present invention such as;
It is more reliable as all data is gathered with trusted resources and this data is then analysed to come into a particular decision.
It reduces time to check and test for soil and weather and other parameter which affects growth of crop as big data technology gather information about it from various trusted resources.
It checks future weather conditions which would affect to the growth of crop and by considering it gives advice to the said user which time is best for particular crop farming.
It has consistency of prediction of natural trend as it is purely based on scientific knowledge. No other assumptions are considered while making any predictions.
It is low cost which saves money of said user.
The present invention can be better understood with the help of examples.
Example 1:
According to the present invention, user C want to use for checking natural trends for farming area C owns through the web application. C select location as Chandigarh from the web application and request for natural trends to the web application. At backend server, big data gathered information about past natural trends occurred at Chandigarh from various trusted sources and analysis that data. Big data predicts about chances of any future natural trends could occur in Chandigarh and which could affect farming and its crop and show detailed description to C on the application window.
Example 2:
According to the present invention, user D want to use for checking natural trends for farming area D owns through the web application. D select location as Kerala from the web application and request for natural trends to the web application. At backend server, big data gathered information about past natural trends occurred at Kerala from various trusted sources and analysis that data. Big data predicts about chances of any future natural trends could occur in Kerala and which could affect farming and its crop and show detailed description to D on the application window.
It should be kept in mind that the described embodiment(s) is only presented by way of example and should not be construed as limiting the inventive concept to any particular hardware and software configuration.
The present invention is not limited to components, which is mentioned in the description. Based on the same concept, monitoring natural trends can be built. Those who are familiar in the art will understand that a number of variations may be made in the disclosed embodiments, all without departing from the scope of the invention, which is defined solely by the appended claims.