Enter your city for weather info

Invalid City Name

rain icon
Temperature 22°C
Status Clear
City New York
4-Day Forecast
Humidity icon

50%

Humidity

wind icon

15 km/h

Wind Speed

Please Enter OTP For Tractor Price कृपया ट्रैक्टर की कीमत के लिए ओटीपी दर्ज करें
Enquiry icon
Enquiry Form

Big Data in Smart Farming

Big Data in Smart Farming

    Big Data in Smart Farming

Big data is expected to cause changes to both the scope and the organization of farming.

31 Jul, 2020

Big Data and Smart Farming are new evolving and developingconcepts. There has been a significant trend to consider the application of Big Data techniques and methods to agriculture as a major opportunity for application of the technology stack.

Big data applications in farming are not strictly about primary production, but play a major role in improving the efficiency of the entire supply chain and alleviating food security concerns.

Big data is the focus of indepth, advanced, game-changing business analytics, at a scale and speed that the old approach of copying and cleansing all of it into a data warehouse is no longer appropriate.  Applications of Big Data in agriculture include benchmarking, sensor deployment and analytics. Big Data provides predictive insights to future outcomes of farming ,drive real-time operational decisions, and reinvent business processes for faster, innovative action and game-changing business models .

 

FARM PROCESSES

Primary Business Processes are those involved in the creation of the product, its marketing and delivery to the buyer. Supporting Business Processes facilitate the development, deployment and maintenance of resources required in primary processes. The business processes of farming significantly differ between different types of production, e.g. livestock farming, arable farming and greenhouse cultivation. A common feature is that agricultural production is depending on natural conditions, such as climate, soil, pests, diseases and weather.

 

FARM MANAGEMENT

Management or control processes ensure that the business process objectives are achieved, even if disturbances occur. The basic idea of control is the introduction of a controller that measures system behaviour and corrects if measurements are not compliant with system objectives.

As a consequence, the basic management functions are • Sensing and monitoring: measurement of the actual performance of the farm processes. This can be done manually by a human observer or automated by using sensing technologies such as sensors or satellites. In addition, external data can be acquired to complement direct observations.

• Analysis and decision making compare measurements with the norms that specify the desired performance, signals deviations, and decides on the appropriate intervention to remove the signalled disturbances.

• Intervention: plans and implements the chosen intervention to correct the farm processes' performance.

Big data is expected to cause changes to both the scope and the organization of farming. While there are doubts about whether farmers' knowledge is about to be replaced by algorithms, Big Data applications are likely to change the way farms are operated and managed. Key areas of change are real-time forecasting, tracking of physical items, and reinventing business processes. Wider uptake of Big Data is likely to change both farm structures and the wider food chain in unexplored ways as what happened with the wider adoption of the tractor and the introduction of pesticides in the 1950s.

Global issues such as food security and safety, sustainability, and as a result efficiency improvement are tried to be addressed by Big Data applications. These issues make that the scope of Big Data applications extends far beyond farming alone, but covers the entire supply chain. Sensors and robots producing also non-traditional data such as images and videos provide many machine-generated data. Social media is an important source for human-sourced data. These big amounts of data provide access to explicit information and decisionmaking capabilities at a level that was not possible before.

 

https://images.tractorgyan.com/uploads/1596182413-tractor-engine.jpeg Great Tips to Increase Your Tractor's Engine Life
The engine is the heart of a tractor so long life of your engine can give a long life to your tractor. A good maintenance schedule and your proper att...
https://images.tractorgyan.com/uploads/1596183668-role-of-cow.jpeg Role Of Cow in Agriculture
Cows are an integral part of Indians life. The major portion of our working population is engaged in farming and therefore there is no farm Product th...
https://images.tractorgyan.com/uploads/1596187502-microgreens-farming.jpeg Microgreens farming: The new farming trend
Images of tiny plants in a tray are going viral all over the internet. But if you are wondering, What are they? And Why are people getting so obsessed...

Top searching blogs about Tractors and Agriculture

Top 10 Tractor brands in india To 10 Agro Based Indutries in India
Rabi Crops and Zaid Crops seasons in India Commercial Farming
DBT agriculture Traditional and Modern Farming
Top 9 mileage tractor in India Top 5 tractor tyres brands
Top 11 agriculture states in India top 13 powerful tractors in india
Tractor Subsidy in India Top 10 tractors under 5 Lakhs
Top 12 agriculture tools in India 40 Hp-50 Hp Tractors in India

review Write Comment About Blog.

Enter your review about the blog through the form below.



Customer Reviews

Record Not Found

Popular Posts

https://images.tractorgyan.com/uploads/116644/67402a2f719f9-Compare-Blog-Image-(4).jpg

सोनालीका डीआई 740 III बनाम मैसी फर्ग्यूसन 241 आर: जाने आपके के लिए कौन सा ट्रैक्टर सही?

आज के इस आर्टिकल में हम दो दिग्गज ट्रैक्टर ब्रांड्स के लोकप्रिय मॉडल सोनालीका डीआई  740 III और...

https://images.tractorgyan.com/uploads/116643/6740272fea20d-Rotavator-Blog-Image.jpg

Popular 6 Feet Rotavators Price List in India 2024 - Features and Benefits

Without the help of an ideal tractor rotavator, farmers find it difficult to mix organic matter with...

https://images.tractorgyan.com/uploads/116628/673f28b88b803-Powertrac-Blog-Image.jpg

Powertrac Tractor Price List in India 2024 | Features and Benefits

Powertrac was established in 1944; it is a child company by Escorts Kubota group and a sister compan...

Select Language
whatspp Channel

tractorgyan offeringsTractorGyan Offerings