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Smart Agriculture Market - Global Industry Analysis

Smart Agriculture Market by Agriculture Type (Precision Farming, Livestock Monitoring, Fish Farming, Smart Greenhouse, and Others (Orchid, Forestry, and Horticulture); By Software (Web Based and Cloud Based); By Service (System Integration and Consulting, Support and Maintenance, Connectivity Services, Managed Services, and Professional Services); and By Solution (Network Management, Agriculture Asset Management, Supervisory Control and Data Acquisition, Logistics and Supply Chain Management, Smart Water Management, and Others); For Application (Yield Monitoring, Field Mapping, Crop Scouting, Weather Tracking and Forecasting, Irrigation Management, Farm Labor Management, Financial Management, Feeding Management, Milk Harvesting, Breeding Management, Fish Tracking and Fleet Navigation, Water Quality Management, HVAC Management, and Others) - Global Industry Analysis, Size, Share, Growth, Trends, and Forecast 2018 – 2025

Published Date: 27-Oct-2021 Category: Semiconductor & Electronics Report Format : PDF Pages: 110 Report Code: ZMR-1070 Status : Published

Global Smart Agriculture Market expected to reach USD 15,344 million by the end of 2025, growing at a CAGR of more than 13.09% between 2017 and 2025

Description

  • The report covers the forecast and analysis for the smart agriculture market on a global and regional level.
  • The report includes the positive and the negative factors that are influencing the growth of the market.
  • The revenue generated by the prominent industry players has been analyzed in the report.
  • The market numbers have been calculated using top-down and the bottom-up approaches.
  • The smart agriculture market has been analyzed using Porter’s Five Forces Analysis.
  • The market is segmented on the basis of agriculture type, software type, service type, solution type, and application type, which in turn is bifurcated on a regional level as well.
  • All the segments have been evaluated based on the present and the future trends.
  • The report deals with in-depth quantitative and qualitative analyses of the smart agriculture market.
  • The report includes the detailed company profiles of the prominent market players.

Market Summary

Smart agriculture can be defined as a process of performing agricultural activities using advanced technologies. The advanced technologies used in the agriculture are segmented on the basis of type, software, service, solution, and application. Smart agriculture is an innovative way of carrying out farming activities by reducing human efforts and by making maximum utilization of the available resources. Precision farming includes automation systems and sensing devices. These are used in monitoring and controlling the progress in the agricultural activities. The application and feasibility of smart agricultural devices depend upon the economic condition and size of the agricultural land. Advanced technological products that are used in the smart agriculture have a wide range of applications, which not only includes yield monitoring, field mapping, crop scouting but also includes irrigation management, milk harvesting, and many others.

Value 

The global smart agriculture market was valued at around USD 5,098 million in the year 2016 and is expected to reach approximately USD 15,344 million by the end of 2025 growing at a CAGR of more than 13.09% between 2017 and 2025.

Report Scope:

Report Attribute Details
Base Year 2020
Historic Years 2016 - 2020
Forecast Years 2021 - 2028
Segments Covered By Product Type, By Application, and By End Use
Forecast Units Value (USD Billion), and Volume (Units)
Quantitative Units Revenue in USD million/billion and CAGR from 2021 to 2028
Regions Covered North America, Europe, Asia Pacific, Latin America, and Middle East & Africa, and Rest of World
Countries Covered U.S., Canada, Mexico, U.K., Germany, France, Italy, Spain, China, India, Japan, South Korea, Brazil, Argentina, GCC Countries, and South Africa, among others
Number of Companies Covered 10 companies with scope for including additional 15 companies upon request
Report Coverage Market growth drivers, restraints, opportunities, Porter’s five forces analysis, PEST analysis, value chain analysis, regulatory landscape, market attractiveness analysis by segments and region, company market share analysis, and COVID-19 impact analysis.
Customization Scope Avail customized purchase options to meet your exact research needs.

Drivers and Restraints

The major factors driving the growth of the market are increasing demand for food worldwide, the rise in the need of livestock health and performance monitoring, and increasing support of the government in the adoption of modern agriculture techniques. The growing population has increased the demand for food. According to United Nation, the most recent census signifies a human population of 7.3 billion and is projected to reach 9.7 billion by 2050. In direct proportion to the growing population, the demand for the food is also expected to grow exponentially over the forecast period. Taking into consideration the rise in food demand the farmers need to increase the crop production either by increasing the amount of agricultural land or by adopting advanced agricultural methods like precision farming. Most of the livestock are susceptible to infections and virus attacks, which is likely to increase the mortality rate of the livestock. In order to monitor the health and activity of the livestock different types of RFID tags and readers and sensors are deployed.

Some of the factors limiting the growth of the smart agriculture market are the high cost of the devices used in smart agriculture and lack of awareness amongst the farmers. High cost incurred in the manufacturing of the smart agriculture devices, in turn, increases the price of the final product, which is likely to restrain the growth of the market over the forecast period.

Global smart agriculture market

Segmentation

Based on the agriculture type, precision farming registered the highest market share of over 49% in 2016. It is also expected to grow at the highest CAGR of around 13% over the forecast period. The growth in the precision farming is owing to its benefits. In precision farming, the amount of fertilizers and water used in yielding the crop is optimized with the help of sensing and the monitoring devices. In this type of farming, the precise amount of nutrients, pesticides, and water is made use for obtaining maximum crop yield.

On the basis of software, web-based software contributed the highest market share of around 58% in 2016. It is projected to grow at a CAGR of around 12% over the forecast period. Whereas the cloud-based software is gaining traction owing to its increased applications. Due to which the cloud-based software is anticipated to grow at the highest CAGR of around 14% over the forecast period. The cloud-based software provides data recovery in case of any mishap. Software updates are completely automated in cloud-based software whereas it is manual in web-based software. The cloud-based software cuts the high cost of the hardware, which is required in the web-based software. Moreover, the cloud-based software provides flexibility in monitoring the agricultural activities from a remote location with the help of internet connection. Owing to these benefits the popularity of the cloud-based software is increasing.

By service, system integration and consulting contributed the highest market share in 2016 of around 31.50%. It is estimated to grow at a CAGR of around 13.10% over the forecast period. However, managed services are projected to grow at a higher CAGR of around 14% over the forecast period. The demand for the system integration and consulting segment is increasing owing to the increase in the applications and adoption of advanced devices in agriculture. 

By solution, network management is expected to grow at the highest CAGR of around 13.71% over the forecast period. This segment contributed a share of 28.41% in 2016.

By Application, yield monitoring segment accounted for the maximum market share in the global smart agriculture market in 2016. It is expected to grow at a CAGR of around 13.41% over the forecast period. Yield monitoring is one of the earliest practiced applications of smart agriculture. It was started in the early 1990s by the farmers in order to generate fertilizer and pH correction recommendations and is still being continued thus increasing its popularity.

Asia Pacific is expected to grow at the highest CAGR of 13.77% over the forecast period. Agriculture and associated business in the Asia Pacific region are likely to spur owing to the rising demand for food and other dairy products. Owing to the growing population in the countries such as India, China, and other Asian countries the demand for food products has increased considerably. North America contributed the highest market share of 35% in 2016 and is expected to grow with a steady CAGR of around 12.77% over the forecast period. Europe is expected to grow at a CAGR of 13.42% over the forecast period and it contributed a market share of 23.61% in 2016.

Industry Players

The report includes detailed profiles of the prominent market players that are trending in the market. The lists of the players that are compiled in the report are Ag Leader Technology, Inc., AGCO Corporation., Ag Junction LLC., Raven Industries Inc., Precision Planting LLC., SemiosBio Technologies Inc., SST Development Group, Inc., The Climate Corporation, TOPCON, Trimble Inc., Agribotix LLC., Auroras s.r.l. , Deere & Company, DeLaval, GEA Group, and Grownetics, Inc., among others.

The prominent market players maintain the competitive edge in the global market by making investments in the mergers and acquisitions and by increasing their product portfolio. On  January 11, 2017, Agribotix LLC. partnered with senseFly a commercial drone subsidiary of Parrot Group. On November 13, 2017, Topcon Agriculture introduced TAP, the Topcon Agriculture Platform, a cloud-based agricultural ecosystem designed to provide real-time monitoring and data analysis for smart decision-making during every phase of the farming cycle. 

Table Of Content

  • Chapter 1. Introduction
    • 1.1. Report description and scope
    • 1.2. Research scope
    • 1.3. Research methodology
      • 1.3.1. Market research process
      • 1.3.2. Market research methodology
  •  
  • Chapter 2. Executive Summary
    • 2.1. Global Smart Agriculture market, 2016-2025 (USD Million)
    • 2.2. Global Smart Agriculture market: Snapshot
  •  
  • Chapter 3. Smart Agriculture- Market Dynamics
    • 3.1. Introduction
    • 3.2. Market drivers
    • 3.3. Restraints
    • 3.4. Opportunities
    • 3.5. Porter's five forces analysis
      • 3.5.1. Bargaining power of suppliers
      • 3.5.2. Bargaining power of buyers
      • 3.5.3. The threat of new entrants
      • 3.5.4. The threat of new substitutes
      • 3.5.5. Degree of competition
    • 3.6. Market attractiveness analysis
      • 3.6.1. Market attractiveness analysis, by Agriculture Type segment
      • 3.6.2. Market attractiveness analysis, By Software segment
      • 3.6.3. Market attractiveness analysis, By Service segment
      • 3.6.4. Market attractiveness analysis, By Solution segment
      • 3.6.5. Market attractiveness analysis, by Application Segment
      • 3.6.6. Market attractiveness analysis, by regional segment
  •  
  • Chapter 4. Global Smart Agriculture Market- Competitive Landscape
    • 4.1. Company market share, 2016 (Subject To Data Availability)
    • 4.2. Strategic Development
      • 4.2.1. Acquisitions & Mergers
      • 4.2.2. New Product Launch
      • 4.2.3. Agreements, Partnerships, Collaborations and Joint Ventures
      • 4.2.4. Research and Development, Product and Regional Expansion
  •  
  • Chapter 5. Global Smart Agriculture Market - Agriculture type Segment Analysis
    • 5.1. Global Smart Agriculture market: Agriculture Type overview
      • 5.1.1. Global Smart Agriculture market revenue share, by Agriculture Type, 2016 and 2025
    • 5.2. Precision Farming
      • 5.2.1. Global Smart Agriculture market revenue share for Precision Farming, 2016-2025 (USD Million)
      • 5.2.2. Global Smart Agriculture market revenue share for Automation and Control Systems, 2016-2025 (USD Million)
      • 5.2.3. Global Smart Agriculture market revenue share for Sensing and Monitoring Devices, 2016-2025 (USD Million)
    • 5.3. Livestock Monitoring
      • 5.3.1. Global Smart Agriculture market revenue share for Livestock Monitoring, 2016-2025 (USD Million)
      • 5.3.2. Global Smart Agriculture market revenue share for RFID Tags and Readers, 2016-2025 (USD Million)
      • 5.3.3. Global Smart Agriculture market revenue share for Sensors, 2016-2025 (USD Million)
      • 5.3.4. Global Smart Agriculture market revenue share for Transmitters and Mounting Equipment, 2016-2025 (USD Million)
      • 5.3.5. Global Smart Agriculture market revenue share for GPS, 2016-2025 (USD Million)
      • 5.3.6. Global Smart Agriculture market revenue share for Others, 2016-2025 (USD Million)
    • 5.4. Fish Farming
      • 5.4.1. Global Smart Agriculture market revenue share for Fish Farming, 2016-2025 (USD Million)
      • 5.4.2. Global Smart Agriculture market revenue share for GPS/GNSS, 2016-2025 (USD Million)
      • 5.4.3. Global Smart Agriculture market revenue share for Sensors, 2016-2025 (USD Million)
      • 5.4.4. Global Smart Agriculture market revenue share for Others, 2016-2025 (USD Million)
      • 5.4.5. Global Smart Agriculture market revenue share for Smart Greenhouse, 2016-2025 (USD Million)
    • 5.5. Thermoplastic Polyurethane (TPU)Smart Agriculture market, 2016-2025 (USD Million)
      • 5.5.1. Global Smart Agriculture market revenue share for Smart Greenhouse, 2016-2025 (USD Million)
      • 5.5.2. Global Smart Agriculture market revenue share for HVAC Systems, 2016-2025 (USD Million)
      • 5.5.3. Global Smart Agriculture market revenue share for LED Lights, 2016-2025 (USD Million)
      • 5.5.4. Global Smart Agriculture market revenue share for Sensors, 2016-2025 (USD Million)
      • 5.5.5. Global Smart Agriculture market revenue share for Others, 2016-2025 (USD Million)
    • 5.6. Others (Orchid, Forestry, and Horticulture)
      • 5.6.1. Global Smart Agriculture market revenue share for Others (Orchid, Forestry, and Horticulture), 2016-2025 (USD Million)
  •  
  • Chapter 6. Global Smart Agriculture Market-SoftwareSegment Analysis
    • 6.1. Global Smart Agriculture market: Softwareoverview
      • 6.1.1. Global Smart Agriculture market revenue share, By Software, 2016 and 2025
    • 6.2. Web Based
      • 6.2.1. Global Smart Agriculture market by Web Based, 2016-2025 (USD Million)
    • 6.3. Cloud Based
      • 6.3.1. Global Smart Agriculture market by Cloud Based, 2016-2025 (USD Million)
      • 6.3.2. Software As A Service (SaaS)
        • 6.3.2.1. Global Smart Agriculture market by Software As A Service (SaaS)Smart Agriculture market, 2016-2025 (USD Million)
      • 6.3.3. Platform As A Service (PaaS)
        • 6.3.3.1. Global Smart Agriculture market by Platform As A Service (PaaS)Smart Agriculture market, 2016-2025 (USD Million)
  •  
  • Chapter 7. Global Smart Agriculture Market-Service Segment Analysis
    • 7.1. Global Smart Agriculture market: Service overview
      • 7.1.1. Global Smart Agriculture market revenue share for Service, 2016 and 2025.
    • 7.2. System Integration and Consulting
      • 7.2.1. Global Smart Agriculture market revenue share, for System Integration and Consulting, 2016 and 2025(USD Million)
    • 7.3. Support and Maintenance
      • 7.3.1. Global Smart Agriculture market revenue share, for Support and Maintenance, 2016 and 2025 (USD Million)
    • 7.4. Connectivity Services
      • 7.4.1. Global Smart Agriculture market revenue share forConnectivity Services, 2016 and 2025 (USD Million)
    • 7.5. Managed Services
      • 7.5.1. Global Smart Agriculture market revenue share for Managed Services, 2016 and 2025(USD Million)
      • 7.5.2. Global Smart Agriculture market revenue share for Farm Operation Services, 2016 and 2025(USD Million)
      • 7.5.3. Global Smart Agriculture market revenue share for Data Services, 2016 and 2025(USD Million)
      • 7.5.4. Global Smart Agriculture market revenue share for Analytics, 2016 and 2025(USD Million)
    • 7.6. Professional Services
      • 7.6.1. Global Smart Agriculture market revenue share for Professional Services, 2016 and 2025(USD Million)
      • 7.6.2. Global Smart Agriculture market revenue share for Supply Chain Management Services, 2016 and 2025(USD Million)
      • 7.6.3. Global Smart Agriculture market revenue share for Climate Information Services, 2016 and 2025(USD Million)
      • 7.6.4. Global Smart Agriculture market revenue share for Others, 2016 and 2025(USD Million)
  •  
  • Chapter 8. Global Smart Agriculture Market-Application Segment Analysis
    • 8.1. Global Smart Agriculture market: Application overview
      • 8.1.1. Global Smart Agriculture market revenue share, by Application, 2016 and 2025
    • 8.2. Yield Monitoring
      • 8.2.1. Global Smart Agriculture market, by Yield Monitoring, 2016-2025 (USD Million)
    • 8.3. Field Mapping
      • 8.3.1. Global Smart Agriculture market, by Field Mapping, 2016-2025 (USD Million)
    • 8.4. Crop Scouting
      • 8.4.1. Global Smart Agriculture market by Crop Scouting,2016-2025 (USD Million)
    • 8.5. Weather Tracking and Forecasting
      • 8.5.1. Global Smart Agriculture market by Weather Tracking and Forecasting,2016-2025 (USD Million)
    • 8.6. Irrigation Management
      • 8.6.1. Global Smart Agriculture market by Stairs, Irrigation Management,2016-2025 (USD Million)
    • 8.7. Farm Labor Management
      • 8.7.1. Global Smart Agriculture market by Farm Labor Management,2016-2025 (USD Million)
    • 8.8. Feeding Management
      • 8.8.1. Global Smart Agriculture market, by Feeding Management, 2016-2025 (USD Million)
    • 8.9. Milk Harvesting
      • 8.9.1. Global Smart Agriculture market, by Milk Harvesting, 2016-2025 (USD Million)
    • 8.10. Breeding Management
      • 8.10.1. Global Smart Agriculture market by Breeding Management, 2016-2025 (USD Million)
    • 8.11. Fish Tracking and Fleet Navigation
      • 8.11.1. Global Smart Agriculture market by Fish Tracking and Fleet Navigation, 2016-2025 (USD Million)
    • 8.12. Water Quality Management
      • 8.12.1. Global Smart Agriculture market by Water Quality Management, 2016-2025 (USD Million)
    • 8.13. HVAC Management
      • 8.13.1. Global Smart Agriculture market by HVAC Management,2016-2025 (USD Million)
    • 8.14. Others
      • 8.14.1. Global Smart Agriculture market by Others,2016-2025 (USD Million)
  •  
  • Chapter 9. Global Smart Agriculture Market - Regional Segment Analysis
    • 9.1. Global Smart Agriculture market: Regional overview
      • 9.1.1. Global Smart Agriculture market revenue share, by region, 2016 and 2025
    • 9.2. North America
      • 9.2.1. North America Smart Agriculture market revenue, By Agriculture Type, 2016-2025 (USD Million)
      • 9.2.2. North America Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
      • 9.2.3. North America Smart Agriculture market revenue, by Service, 2016-2025 (USD Million)
      • 9.2.4. North America Smart Agriculture market revenue, by Solution, 2016-2025 (USD Million)
      • 9.2.5. North America Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.2.6. The U.S.
        • 9.2.6.1. The U.S. Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.2.6.2. The U.S. Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.2.6.3. The U.S. Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.2.6.4. The U.S. Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.2.6.5. The U.S. Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.2.7. Rest of North America
        • 9.2.7.1. Rest of North America Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.2.7.2. Rest of North America Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.2.7.3. Rest of North America Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.2.7.4. Rest of North America Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.2.7.5. Rest of North America Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
    • 9.3. Europe
      • 9.3.1. EuropeSmart Agriculture market revenue, By Agriculture Type, 2016-2025 (USD Million)
      • 9.3.2. EuropeSmart Agriculture market revenue, By Software, 2016-2025 (USD Million)
      • 9.3.3. EuropeSmart Agriculture market revenue, by Service, 2016-2025 (USD Million)
      • 9.3.4. EuropeSmart Agriculture market revenue, by Solution, 2016-2025 (USD Million)
      • 9.3.5. EuropeSmart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.3.6. The U.K.
        • 9.3.6.1. The U.K. Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.3.6.2. The U.K. Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.3.6.3. The U.K. Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.3.6.4. The U.K. Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.3.6.5. The U.K. Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.3.7. Germany
        • 9.3.7.1. Germany Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.3.7.2. Germany Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.3.7.3. Germany Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.3.7.4. Germany Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.3.7.5. Germany Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.3.8. France
        • 9.3.8.1. France Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.3.8.2. France Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.3.8.3. France Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.3.8.4. France Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.3.8.5. France Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.3.9. Italy
        • 9.3.9.1. Italy Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.3.9.2. Italy Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.3.9.3. Italy Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.3.9.4. Italy Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.3.9.5. Italy Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.3.10. Spain
        • 9.3.10.1. Spain Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.3.10.2. Spain Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.3.10.3. Spain Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.3.10.4. Spain Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.3.10.5. Spain Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.3.11. Rest of Europe
        • 9.3.11.1. Rest of Europe Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.3.11.2. Rest of Europe Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.3.11.3. Rest of Europe Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.3.11.4. Rest of Europe Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.3.11.5. Rest of Europe Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
    • 9.4. Asia Pacific
      • 9.4.1. Asia PacificSmart Agriculture market revenue, By Agriculture Type, 2016-2025 (USD Million)
      • 9.4.2. Asia PacificSmart Agriculture market revenue, By Software, 2016-2025 (USD Million)
      • 9.4.3. Asia PacificSmart Agriculture market revenue, by Service, 2016-2025 (USD Million)
      • 9.4.4. Asia PacificSmart Agriculture market revenue, by Solution, 2016-2025 (USD Million)
      • 9.4.5. Asia PacificSmart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.4.6. China
        • 9.4.6.1. China Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.4.6.2. China Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.4.6.3. China Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.4.6.4. China Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.4.6.5. China Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.4.7. Japan
        • 9.4.7.1. Japan Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.4.7.2. Japan Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.4.7.3. Japan Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.4.7.4. Japan Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.4.7.5. Japan Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.4.8. India
        • 9.4.8.1. India Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.4.8.2. India Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.4.8.3. India Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.4.8.4. India Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.4.8.5. India Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.4.9. Southeast Asia
        • 9.4.9.1. Southeast Asia Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.4.9.2. Southeast Asia Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.4.9.3. Southeast Asia Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.4.9.4. Southeast Asia Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.4.9.5. Southeast Asia Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.4.10. Rest of Asia Pacific
        • 9.4.10.1. Rest of Asia Pacific Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.4.10.2. Rest of Asia Pacific Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.4.10.3. Rest of Asia Pacific Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.4.10.4. Rest of Asia Pacific Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.4.10.5. Rest of Asia Pacific Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
    • 9.5. Latin America
      • 9.5.1. Latin AmericaSmart Agriculture market revenue, By Agriculture Type, 2016-2025 (USD Million)
      • 9.5.2. Latin AmericaSmart Agriculture market revenue, By Software, 2016-2025 (USD Million)
      • 9.5.3. Latin AmericaSmart Agriculture market revenue, by Service, 2016-2025 (USD Million)
      • 9.5.4. Latin AmericaSmart Agriculture market revenue, by Solution, 2016-2025 (USD Million)
      • 9.5.5. Latin AmericaSmart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.5.6. Brazil
        • 9.5.6.1. Brazil Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.5.6.2. Brazil Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.5.6.3. Brazil Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.5.6.4. Brazil Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.5.6.5. Brazil Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.5.7. Rest of Latin America
        • 9.5.7.1. Rest of Latin America Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.5.7.2. Rest of Latin America Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.5.7.3. Rest of Latin America Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.5.7.4. Rest of Latin America Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.5.7.5. Rest of Latin America Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
    • 9.6. Middle East & Africa
      • 9.6.1. Middle East & AfricaSmart Agriculture market revenue, By Agriculture Type, 2016-2025 (USD Million)
      • 9.6.2. Middle East & AfricaSmart Agriculture market revenue, By Software, 2016-2025 (USD Million)
      • 9.6.3. Middle East & AfricaSmart Agriculture market revenue, by Service, 2016-2025 (USD Million)
      • 9.6.4. Middle East & AfricaSmart Agriculture market revenue, by Solution, 2016-2025 (USD Million)
      • 9.6.5. Middle East & AfricaSmart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.6.6. GCC Countries
        • 9.6.6.1. GCC Countries Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.6.6.2. GCC Countries Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.6.6.3. GCC Countries Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.6.6.4. GCC Countries Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.6.6.5. GCC Countries Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.6.7. Southern Africa
        • 9.6.7.1. Southern Africa Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.6.7.2. Southern Africa Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.6.7.3. Southern Africa Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.6.7.4. Southern Africa Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.6.7.5. Southern Africa Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
      • 9.6.8. Rest of Middle East & Africa
        • 9.6.8.1. Rest of Middle East & Africa Smart Agriculture market revenue, Agriculture Type, 2016-2025 (USD Million)
        • 9.6.8.2. Rest of Middle East & Africa Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
        • 9.6.8.3. Rest of Middle East & Africa Smart Agriculture market revenue, By Service, 2016-2025 (USD Million)
        • 9.6.8.4. Rest of Middle East & Africa Smart Agriculture market revenue, By Solution, 2016-2025 (USD Million)
        • 9.6.8.5. Rest of Middle East & Africa Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
  •  
  • Chapter 10. Company Profile
    • 10.1. Ag Leader Technology, Inc.
      • 10.1.1. Overview
      • 10.1.2. Financials
      • 10.1.3. Product portfolio
      • 10.1.4. Business strategy
      • 10.1.5. Recent developments
    • 10.2. AGCO Corporation
      • 10.2.1. Overview
      • 10.2.2. Financials
      • 10.2.3. Product portfolio
      • 10.2.4. Business strategy
      • 10.2.5. Recent developments
    • 10.3. AgJunction LLC
      • 10.3.1. Overview
      • 10.3.2. Financials
      • 10.3.3. Product portfolio
      • 10.3.4. Business strategy
      • 10.3.5. Recent developments
    • 10.4. Raven Industries Inc.
      • 10.4.1. Overview
      • 10.4.2. Financials
      • 10.4.3. Product portfolio
      • 10.4.4. Business strategy
      • 10.4.5. Recent developments
    • 10.5. Precision Planting LLC
      • 10.5.1. Overview
      • 10.5.2. Financials
      • 10.5.3. Product portfolio
      • 10.5.4. Business strategy
      • 10.5.5. Recent developments
    • 10.6. Semios Bio Technologies Inc.
      • 10.6.1. Overview
      • 10.6.2. Financials
      • 10.6.3. Product portfolio
      • 10.6.4. Business strategy
      • 10.6.5. Recent developments
    • 10.7. SST Development Group, Inc.
      • 10.7.1. Overview
      • 10.7.2. Financials
      • 10.7.3. Product portfolio
      • 10.7.4. Business strategy
      • 10.7.5. Recent developments
    • 10.8. The Climate Corporation
      • 10.8.1. Overview
      • 10.8.2. Financials
      • 10.8.3. Product portfolio
      • 10.8.4. Business strategy
      • 10.8.5. Recent developments
    • 10.9. TOPCON
      • 10.9.1. Overview
      • 10.9.2. Financials
      • 10.9.3. Product portfolio
      • 10.9.4. Business strategy
      • 10.9.5. Recent developments
    • 10.10. Trimble Inc.
      • 10.10.1. Overview
      • 10.10.2. Financials
      • 10.10.3. Product portfolio
      • 10.10.4. Business strategy
      • 10.10.5. Recent developments
    • 10.11. Agribotix LLC
      • 10.11.1. Overview
      • 10.11.2. Financials
      • 10.11.3. Product portfolio
      • 10.11.4. Business strategy
      • 10.11.5. Recent developments
    • 10.12. Aurorass.r.l.
      • 10.12.1. Overview
      • 10.12.2. Financials
      • 10.12.3. Product portfolio
      • 10.12.4. Business strategy
      • 10.12.5. Recent developments
    • 10.13. BouMatic
      • 10.13.1. Overview
      • 10.13.2. Financials
      • 10.13.3. Product portfolio
      • 10.13.4. Business strategy
      • 10.13.5. Recent developments
    • 10.14. Deere & Company
      • 10.14.1. Overview
      • 10.14.2. Financials
      • 10.14.3. Product portfolio
      • 10.14.4. Business strategy
      • 10.14.5. Recent developments
    • 10.15. DeLaval
      • 10.15.1. Overview
      • 10.15.2. Financials
      • 10.15.3. Product portfolio
      • 10.15.4. Business strategy
      • 10.15.5. Recent developments
    • 10.16. GEA Group
      • 10.16.1. Overview
      • 10.16.2. Financials
      • 10.16.3. Product portfolio
      • 10.16.4. Business strategy
      • 10.16.5. Recent developments
    • 10.17. Grownetics, Inc.
      • 10.17.1. Overview
      • 10.17.2. Financials
      • 10.17.3. Product portfolio
      • 10.17.4. Business strategy
      • 10.17.5. Recent developments

List of Figures 

1. Global Smart Agriculture market segmentation by Agriculture type, Software, Service, Solution Application, and Regional
2. Global Smart Agriculture market, 2016-2025  (USD Million)
3. Porter’s five forces analysis: Smart Agriculture market 
4. Global Smart Agriculture market attractiveness, by agriculture type
5. Global Smart Agriculture market attractiveness, by software
6. Global Smart Agriculture market attractiveness, by Service
7. Global Smart Agriculture market attractiveness, by Solution
8. Global Smart Agriculture market attractiveness, by Application
9. Global Smart Agriculture market attractiveness, by Region
10. Global Smart Agriculture market revenue share, by Agriculture type, 2016-2025
11. Global Smart Agriculture market by Precision Farming, 2016-2025 (USD Million)
12. Global Smart Agriculture market by Livestock Monitoring, 2016-2025 (USD Million)
13. Global Smart Agriculture market by Fish Farming, 2016-2025 (USD Million)
14. Global Smart Agriculture market by Smart Greenhouse, 2016-2025 (USD Million)
15. Global Smart Agriculture market by Others (Orchid, Forestry, and Horticulture), 2016-2025 (USD Million)
16. Global Smart Agriculture market revenue share, By Software2016-2025
17. Global Smart Agriculture market by Web Based, 2016-2025 (USD Million)
18. Global Smart Agriculture market by Cloud-based, 2016-2025 (USD Million)
19. Global Smart Agriculture market revenue share, By Service 2016-2025
20. Global Smart Agriculture market by System Integration and Consulting, 2016-2025 (USD Million)
21. Global Smart Agriculture market by Support and Maintenance, 2016-2025 (USD Million)
22. Global Smart Agriculture market by Connectivity Services, 2016-2025 (USD Million)
23. Global Smart Agriculture market by Managed Services, 2016-2025 (USD Million)
24. Global Smart Agriculture market by Professional Services, 2016-2025 (USD Million)
25. Global Smart Agriculture market revenue share, by Solution, 2016-2025
26. Global Smart Agriculture market for Building & Construction, 2016-2025 (USD Million)
27. Global Smart Agriculture market for Network Management, 2016-2025 (USD Million)
28. Global Smart Agriculture market for Agriculture Asset Management, 2016-2025 (USD Million)
29. Global Smart Agriculture market for Supervisory Control and Data Acquisition, 2016-2025 (USD Million)
30. Global Smart Agriculture market for Logistics and Supply Chain Management, 2016-2025 (USD Million)
31. Global Smart Agriculture market for Smart Water Management, 2016-2025 (USD Million)
32. Global Smart Agriculture market for Others, 2016-2025 (USD Million)
33. Global Smart Agriculture market revenue share, by Application, 2016-2025
34. Global Smart Agriculture market for Yield Monitoring, 2016-2025 (USD Million)
35. Global Smart Agriculture market for Field Mapping, 2016-2025 (USD Million)
36. Global Smart Agriculture market for Crop Scouting, 2016-2025 (USD Million)
37. Global Smart Agriculture market for Weather Tracking and Forecasting, 2016-2025 (USD Million)
38. Global Smart Agriculture market for Irrigation Management, 2016-2025 (USD Million)
39. Global Smart Agriculture market for Farm Labor Management, 2016-2025 (USD Million)
40. Global Smart Agriculture market for Financial Management, 2016-2025 (USD Million)
41. Global Smart Agriculture market for Feeding Management, 2016-2025 (USD Million)
42. Global Smart Agriculture market for Milk Harvesting, 2016-2025 (USD Million)
43. Global Smart Agriculture market for Breeding Management, 2016-2025 (USD Million)
44. Global Smart Agriculture market for Fish Tracking and Fleet Navigation, 2016-2025 (USD Million)
45. Global Smart Agriculture market for Water Quality Management, 2016-2025 (USD Million)
46. Global Smart Agriculture market for HVAC Management, 2016-2025 (USD Million)
47. Global Smart Agriculture market for Others, 2016-2025 (USD Million)
48. North America Smart Agriculture market, 2016-2025,  (USD Million)
49. Europe Smart Agriculture market, 2016-2025,  (USD Million)
50. Asia Pacific Smart Agriculture market, 2016-2025(USD Million)
51. Latin America Smart Agriculture market, 2016-2025 (USD Million)
52. Middle East & Africa Smart Agriculture market, 2016–2025,(USD Million)


List of Table

1. Smart Agriculturemarket: Market Snapshot             
2. Drivers of Global Smart Agriculturemarket: Impact analysis 
3. Restraints of Global Smart Agriculturemarket: Impact analysis  
4. The opportunity of Global Smart Agriculturemarket: Impact analysis  
5. North America Smart Agriculture market revenue, by Agriculture type, 2016-2025 (USD Million)
6. North America Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
7. North America Smart Agriculture  market revenue, by Services, 2016-2025 (USD Million)
8. North America Smart Agriculture  market revenue, by Solution, 2016-2025 (USD Million)
9. North America Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
10. The U.S. Smart Agriculture market revenue, by Agriculture type, 2016-2025 (USD Million)
11. The U.S. Smart Agriculture market revenue, By Software, 2016-2025 (USD Million)
12. The U.S. Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
13. The U.S. Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
14. The U.S. Smart Agriculture market revenue, by Application, 2016-2025 (USD Million)
15. Canada Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
16. Canada Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
17. Canada Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
18. Canada Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
19. Canada Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
20. Rest of North America Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
21. Rest of North America Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
22. Rest of North America Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
23. Rest of North America Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
24. Rest of North America Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
25. EuropeSmart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
26. EuropeSmart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
27. EuropeSmart Agriculture  market revenue, by Services, 2016-2025 (USD Million)
28. EuropeSmart Agriculture  market revenue, by Solution, 2016-2025 (USD Million)
29. Europe Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
30. The U.K. Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
31. The U.K. Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
32. The U.K. Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
33. The U.K. Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
34. The U.K. Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
35. Germany Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
36. Germany Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
37. Germany Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
38. Germany Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
39. Germany Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
40. France Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
41. France Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
42. France Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
43. France Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
44. France Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
45. Italy Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
46. Italy Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
47. Italy Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
48. Italy Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
49. Italy Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
50. Spain Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
51. Spain Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
52. Spain Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
53. Spain Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
54. Spain Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
55. Russia Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
56. Russia Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
57. Russia Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
58. Russia Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
59. Russia Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
60. Rest of Europe Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
61. Rest of Europe Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
62. Rest of Europe Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
63. Rest of Europe Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
64. Rest of Europe Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
65. Asia PacificSmart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
66. Asia PacificSmart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
67. Asia PacificSmart Agriculture  market revenue, by Services, 2016-2025 (USD Million)
68. Asia PacificSmart Agriculture  market revenue, by Solution, 2016-2025 (USD Million)
69. Asia Pacific Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
70. China Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
71. China Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
72. China Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
73. China Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
74. China Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
75. Japan Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
76. Japan Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
77. Japan Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
78. Japan Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
79. Japan Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
80. India Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
81. India Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
82. India Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
83. India Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
84. India Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
85. South East Asia Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
86. South East Asia Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
87. South East Asia Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
88. South East Asia Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
89. South East Asia Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
90. Rest of Asia Pacific Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
91. Rest of Asia Pacific Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
92. Rest of Asia Pacific Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
93. Rest of Asia Pacific Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
94. Rest of Asia Pacific Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
95. Middle East & AfricaSmart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
96. Middle East & AfricaSmart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
97. Middle East & AfricaSmart Agriculture  market revenue, by Services, 2016-2025 (USD Million)
98. Middle East & AfricaSmart Agriculture  market revenue, by Solution, 2016-2025 (USD Million)
99. Middle East & Africa Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
100. GCC Countries Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
101. GCC Countries Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
102. GCC Countries Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
103. GCC Countries Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
104. GCC Countries Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
105. South Africa Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
106. South Africa Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
107. South Africa Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
108. South Africa Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
109. South Africa Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
110. Rest of Middle East & Africa Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
111. Rest of Middle East & Africa Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
112. Rest of Middle East & Africa Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
113. Rest of Middle East & Africa Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
114. Rest of Middle East & Africa Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
115. Latin AmericaSmart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
116. Latin AmericaSmart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
117. Latin AmericaSmart Agriculture  market revenue, by Services, 2016-2025 (USD Million)
118. Latin AmericaSmart Agriculture  market revenue, by Solution, 2016-2025 (USD Million)
119. Latin America Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
120. Brazil Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
121. Brazil Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
122. Brazil Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
123. Brazil Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
124. Brazil Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)
125. Rest of Latin America Smart Agriculture  market revenue, by Agriculture type, 2016-2025 (USD Million)
126. Rest of Latin America Smart Agriculture  market revenue, By Software, 2016-2025 (USD Million)
127. Rest of Latin America Smart Agriculture  market revenue, By Services, 2016-2025 (USD Million)
128. Rest of Latin America Smart Agriculture  market revenue, By Solution, 2016-2025 (USD Million)
129. Rest of Latin America Smart Agriculture  market revenue, by Application, 2016-2025 (USD Million)

Methodology

This report is based on in-depth qualitative and quantitative analyses of the global smart agriculture market. Zion Market Research has collected and analyzed key data belong to the global smart agriculture market using a variety of methods. Quantitative analysis has been done following various projection and sampling techniques.

The qualitative analysis involved primary interviews, surveys, and vendor briefings. The data gathered as a result of these processes were validated through experts' opinions. The market dynamics have been determined after conducting a detailed study of the micro and macroeconomic indicators of the market.

Various parameters have been taken into account while estimating market size. The revenue generated by the leading industry participants in from the sales of smart agriculture across the world has been calculated through primary and secondary research.

Zion Market Research employs the combination of secondary research followed by extensive primary research. Under secondary research, we refer to prominent paid as well as open access data sources including product literature, company annual reports, government publications, press releases, industry association’s magazines and other relevant sources for data collection. Other prominent secondary sources include STATISTA, trade journals, trade associations, statistical data from government websites, etc. 

For this study, Zion Market Research has conducted all-encompassing primary research with key industry participants to collect first had data. Moreover, in-depth interviews with key opinion leaders also assisted in the validation of findings from secondary research and to understand key trends in the smart agriculture industry. Primary research makes up the major source of data collection and validation.   

Primary Research

We conduct primary interviews with industry participants and commentators on an ongoing basis to validate data and analysis. A typical research interview fulfills the following functions:

  • Provides firsthand information on market size, market trends, growth trends, competitive landscape, outlook, etc.
  • Helps in validating and strengthening the secondary research findings
  • Further, develops the analysis team’s expertise and market understanding
  • Primary research involves e-mail interactions, telephonic interviews as well as face-to-face interviews for each market, category, segment, and sub-segment across geographies

Participants who typically participate in such a process include, but are not limited to:

  • Industry participants: CEOs, VPs, marketing/product managers, market intelligence managers and national sales managers
  • Purchasing managers, technical personnel, distributors and resellers
  • Outside experts: Investment bankers, valuation experts, and research analysts specializing in specific markets

Key opinion leaders specializing in different areas corresponding to different industry verticals

Secondary Research

Secondary research sources that are typically referred to include, but are not limited to:

  • Company websites, annual reports, financial reports, broker reports, investor presentations and SEC filings
  • IDC and other relevant magazines
  • Internal and external proprietary databases, and relevant patent and regulatory databases
  • National government documents, statistical databases, and market reports

News articles, press releases, and webcasts specific to companies operating in the market

Following a comprehensive secondary and primary research and insights thus gathered, analysts at Zion Research have provided an in-depth analysis of various aspects of the smart agriculture market.

Models

Where no hard data is available, we use models and estimates to produce comprehensive data sets. A rigorous methodology is adopted, wherein the available hard data is cross-referenced with the following data types to produce estimates:

  • Demographic data: Population split into segments
  • Macroeconomic indicators: GDP, PPP, Per Capita Income, etc.
  • Industry indicators: Expenditure, technology stage, and infrastructure, sector growth and facilities
  • Data is then cross-checked by an expert panel.

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