Digital Farming Market - By Application (Yield Monitoring, Crop Scouting, Field Mapping, Weather Tracking & Forecasting, Inventory Management, Farm Labor Management, Financial Management, Others), By Technology (Guidance Technology, Remote Sensing Technology, Variable-Rate Technology), By Offering (Displays, Guidance and Steering Systems, GPS/GNSS Devices, Drones/UAVs, irrigation controllers, Handheld Mobile Devices/Handheld Computers Flow and Application, Control Devices, Others) and By Region (North America, Asia Pacific, Europe, Middle East & Africa and Latin America) - Industry Analysis, opportunity and Forecast 2020 To 2027
Published Date: May 2021
No. of Pages: 198
Status: Published
Report Code: ARI100460
Precision farming is gaining tremendous popularity among farmers due to the increasing need for optimum crop production with limited available resources. Further, the changing weather patterns due to increasing global warming have impelled the adoption of advanced farming technologies to enhance farm productivity and crop yield. The precision farming has the potential to transform the agricultural sector, making the traditional farming activity more efficient and predictable. Increasing global food demand, extended profitability and crop yield, and crop health monitoring for higher yield production are the major factors fueling the growth of the precision farming market. Also, government initiatives in many countries are helping farmers to use optimized agricultural and technological tools to improve their production levels.
The adoption of technologies such as VRT, remote sensing, GPS, GIS, and guidance technology in precision farming has led to an increase in productivity and a decrease in labor overheads. Likewise, the use of cutting-edge technology-based agricultural equipment has enabled the optimum utilization of resources. Precision farming equipment based on advanced technologies not only add to the bottom-line savings by reducing the labor cost but also improves farm operations to a great extent.
Tasks performed before harvesting, such as weeding, application of fertilizers, and site inspections, account for about 50–70% of farm operating expenses. In precision farming, drones equipped with cameras are used for spraying, weeding, pruning, and harvesting applications. These drones take hyperspectral images, which help farmers to monitor processes at farmlands remotely. In the next 10 years, precision farming technology is expected to gain momentum, reducing the need for manual labor in farms, which would result in a drastic reduction in the labor cost.
Precision farming is a smart farming technique that requires technical knowledge. The presence of limited knowledge about cutting-edge technologies and their usage creates a gap between the understanding and the execution of the concepts in precision farming. Although several governments and market players across the world are taking initiatives to provide training and consultation services to farmers regarding the utilization of precision farming techniques, many farmers remain outside the purview of such efforts. Likewise, limited technical knowledge to farmers in developing countries such as China, India, and Brazil hinders the growth of the precision farming market.
Key players operating in the digital farming market include Monsanto Company, Bayer Cropscience Limited, Deere & Company., Accenture PLC, Syngenta, AgGateway, Aglytix Inc., CropX Inc., Farmers Business Network (FBN), BASF SE, and DigitalGlobe.
Analyst Commentary
Rising population and increasing demand for food are prominent factors driving the digital farming market. Moreover, the growing demand to efficiently deal with pests, weeds, and other diseases is encouraging farmers to digitize their farm. In developing regions, cheaper internet data and strong penetration of smart devices (especially smartphones) are driving the digital farming market. Active participation of governments in digitizing farms through investment is also driving the digital farm market. For instance, in October 2017, the Government of Karnataka (a state in India) signed a memorandum of understanding (MoU) with Microsoft Corporation to empower small farm holders with technology-oriented solutions to improve productivity.
Digitization of farming is expected to help feed the growing population. Global population is expected to increase by about 40% and reach 9.6 billion by 2050. Therefore, the overall food production needs to double to meet the rising demand for food. The current production rate, process, and distribution method would not be sufficient to feed the growing population; thus, adoption of new and advanced technology, at various levels of farming, is expected to become vital to meet the growing demand.
Segmentation
Digital farming market is divided into three categories first is by application and it includes Yield Monitoring, Crop Scouting, Field Mapping, Weather Tracking & Forecasting, Inventory Management, Farm Labor Management, Financial Management, Others (Demand Forecasting, Customer Management, Payables and Receivables, Profit Center Analysis, and Tax Management).
Second category is by technology which includes Guidance Technology, Remote Sensing Technology, Variable-Rate Technology. Third category is by offering Displays, Guidance and Steering Systems, GPS/GNSS Devices, Drones/UAVs, irrigation controllers, Handheld Mobile Devices/Handheld Computers Flow and Application, Control Devices, Others (Standalone Cameras, Small Electronic Components in the Boom Spray, and Data Loggers).
Regional Analysis
North America dominated the market for precision farming in terms of revenue in 2020. The region is an early adopter of technologies. Factors such as increasing government initiatives for the adoption of modern agriculture technologies and developed infrastructure have contributed to the high revenue of the regional market. For instance, the National Institute of Food and Agriculture (NIFA)-part of the U.S. Department of Agriculture-conducts geospatial, sensor, and precision technology programs to create awareness among farmers. In partnership with Land-Grand universities, NIFA helps farmers develop robust sensors, associated software, and instrumentation for modeling, observing, and analyzing a wide range of complex biological materials and processes. Furthermore, in November 2016, the Canadian government invested USD 425,000 in Clean Seed Capital Group to enhance and commercialize precision agriculture technology. The goal of this investment was to reduce the excessive use of fertilizers and pesticides. With the help of these funds, the company also developed CX-6 SMART Seeder for farmers.
Asia Pacific is expected to witness significant growth over the forecast period. The region is expected to witness a CAGR of over 15% from 2020 to 2027. Numerous government initiatives are being undertaken in developing countries such as India, Sri Lanka, and Nigeria to encourage the implementation of modern precision farming technologies, thereby maximizing productivity. China and Israel signed a trade agreement in September 2017 worth USD 300 million to facilitate the export of environment-friendly Israeli technology to China. Moreover, an effective administrative framework is also enabling farmers to gain adequate knowledge of the proper use and maintenance
TABLE OF CONTENTS
Chapter 1. Executive Summary
Chapter 2. Research Methodology
2.1. Research approach
2.2. Scope, definition, and assumptions
2.3. Data sources
2.3.1. Secondary Sources
2.3.1.1. Preliminary data mining
2.3.2. Primary Sources
2.3.2.1. Statistical Model
2.3.2.2. Data Triangulation
2.3.2.3. Research Objective
Chapter 3. Market Outlook
3.1. Introduction
3.2. Key trends
3.2.1. xx
3.3. Market drivers
3.3.1. Impact analysis of Market Drivers
3.4. Market restraints
3.4.1. Impact analysis of Market Restraints
3.5. Market opportunities
3.5.1. Impact analysis of Market Opportunities
3.6. Market Challenges
3.6.1. Impact analysis of Market Trends
3.7. Porter’s Five Forces’ analysis
3.7.1. Bargaining Power of Suppliers
3.7.2. Bargaining Power of Buyers
3.7.3. Threat of New Entrant
3.7.4. Threat of Substitutes
3.7.5. High Competitive Rivalry
3.8. Value chain analysis
Chapter 4. COVID-19 Impact On Digital Farming Market
Chapter 5. Global Digital Farming Market Overview, By Technology, 2015 – 2027 (USD Million)
5.1. Global Digital Farming Market Share, By Technology, 2020 & 2027 (%)
5.1.1. Yield Monitoring
5.1.1.1. Market Size and Projections,2015 – 2027 (USD Million)
5.1.1.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
5.1.2. Crop Scouting
5.1.2.1. Market Size and Projections, 2015 - 2027 (USD Million)
5.1.2.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
5.1.3. Field Mapping
5.1.3.1. Market Size and Projections, 2015 - 2027 (USD Million)
5.1.3.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
5.1.4. Weather Tracking & Forecasting
5.1.4.1. Market Size and Projections, 2015 - 2027 (USD Million)
5.1.4.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
5.1.5. Inventory Management
5.1.5.1. Market Size and Projections, 2015 - 2027 (USD Million)
5.1.5.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
5.1.6. Farm Labor Management
5.1.6.1. Market Size and Projections, 2015 - 2027 (USD Million)
5.1.6.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
5.1.7. Financial Management
5.1.7.1. Market Size and Projections, 2015 - 2027 (USD Million)
5.1.7.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
5.1.8. Others
5.1.8.1. Market Size and Projections, 2015 - 2027 (USD Million)
5.1.8.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
Chapter 6. Global Digital Farming Market Overview, By Technology, 2015 – 2027 (USD Million)
6.1. Global Digital Farming Market Share, By Technology, 2020 & 2027 (%)
6.1.1. Guidance Technology
6.1.1.1. Market Size and Projections,2015 – 2027 (USD Million)
6.1.1.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
6.1.2. Remote Sensing Technology
6.1.2.1. Market Size and Projections, 2015 - 2027 (USD Million)
6.1.2.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
6.1.3. Variable-Rate Technology
6.1.3.1. Market Size and Projections, 2015 - 2027 (USD Million)
6.1.3.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
Chapter 7. Global Digital Farming Market Overview, By Offering, 2015 – 2027 (USD Million)
7.1. Global Digital Farming Market Share, By Offering, 2020 & 2027 (%)
7.1.1. Displays
7.1.1.1. Market Size and Projections,2015 – 2027 (USD Million)
7.1.1.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
7.1.2. Guidance and Steering Systems
7.1.2.1. Market Size and Projections, 2015 - 2027 (USD Million)
7.1.2.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
7.1.3. GPS/GNSS Devices
7.1.3.1. Market Size and Projections, 2015 - 2027 (USD Million)
7.1.3.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
7.1.4. Drones/UAVs
7.1.4.1. Market Size and Projections, 2015 - 2027 (USD Million)
7.1.4.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
7.1.5. Irrigation controllers
7.1.5.1. Market Size and Projections, 2015 - 2027 (USD Million)
7.1.5.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
7.1.6. Handheld Mobile Devices
7.1.6.1. Market Size and Projections, 2015 - 2027 (USD Million)
7.1.6.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
7.1.7. Control Devices
7.1.7.1. Market Size and Projections, 2015 - 2027 (USD Million)
7.1.7.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
7.1.8. Others
7.1.8.1. Market Size and Projections, 2015 - 2027 (USD Million)
7.1.8.2. Market Size and Projections, by Region, 2015 - 2027(USD Million)
Chapter 8. Global Aircraft Airframe MRO Market Overview, By Geography, 2015 - 2027 (USD Million)
8.1. Global Aircraft Airframe MRO Market Share, By Geography, 2015 - 2027(USD Million)
8.1.1. Market Size and projections, by Countries, 2015 - 2027(USD Million)
8.1.2. Market Share and CAGR Comparison, by Countries, 2020 (%)
Chapter 9. North America Digital Farming Market Overview, By Countries, 2015 - 2027(USD Million)
9.1. North America Digital Farming Market Overview, 2020 & 2027 (%)
9.1.1. Market size and projections, 2015 - 2027 (USD Million)
9.1.2. North America Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
9.1.3. North America Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
9.1.4. North America Digital Farming Market Overview, By Offering, 2015 - 2027(USD Million)
9.1.5. North America Digital Farming Market Overview, By Countries, 2015 - 2027 (USD Million)
9.1.5.1. U.S. Digital Farming Market Overview, 2015 - 2027 (USD Million)
9.1.5.1.1. Market size and projections, 2015 - 2027 (USD Million)
9.1.5.1.2. U.S. Digital Farming Market Overview, By Application, 2015 - 2027 (USD Million)
9.1.5.1.3. U.S. Digital Farming Market Overview, By Technology, 2015 - 2027 (USD Million)
9.1.5.1.4. U.S. Digital Farming Market Overview, By Offering, 2015 - 2027 (USD Million)
9.1.5.2. Canada Digital Farming Market Overview, 2015 - 2027 (USD Million)
9.1.5.2.1. Market size and projections, 2015 - 2027 (USD Million)
9.1.5.2.2. Canada Digital Farming Market Overview, By Application, 2015 - 2027 (USD Million)
9.1.5.2.3. Canada Digital Farming Market Overview, By Technology, 2015 - 2027 (USD Million)
9.1.5.2.4. Canada Digital Farming Market Overview, By Offering, 2015 - 2027 (USD Million)
9.1.5.3. Mexico Digital Farming Market Overview, 2015 - 2027 (USD Million)
9.1.5.3.1. Market size and projections, 2015 - 2027 (USD Million)
9.1.5.3.2. Mexico Digital Farming Market Overview, By Application, 2015 - 2027 (USD Million)
9.1.5.3.3. Mexico Digital Farming Market Overview, By Technology, 2015 - 2027 (USD Million)
9.1.5.3.4. Other Segments
Chapter 10. Europe Digital Farming Market Overview, By Countries, 2015 - 2027(USD Million)
10.1. Europe Digital Farming Market Overview, 2020 & 2027 (%)
10.1.1. Market size and projections, 2015 - 2027 (USD Million)
10.1.2. Europe Digital Farming Market Overview, By Application, 2015 - 2027 (USD Million)
10.1.3. Europe Digital Farming Market Overview, By Technology, 2015 - 2027 (USD Million)
10.1.4. Other Segments
10.1.5. Europe Digital Farming Market Overview, By Countries, 2015 - 2027 (USD Million)
10.1.5.1. Germany
10.1.5.1.1. Market size and projections, 2015 - 2027 (USD Million)
10.1.5.1.2. Germany Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
10.1.5.1.3. Germany Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
10.1.5.1.4. Other Segments
10.1.5.1.5. Market size and projections, 2015 - 2027 (USD Million)
10.1.5.1.6. France Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
10.1.5.1.7. France Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
10.1.5.1.8. Other Segments
10.1.5.2. UK
10.1.5.2.1. Market size and projections, 2015 - 2027 (USD Million)
10.1.5.2.2. UK Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
10.1.5.2.3. UK Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
10.1.5.2.4. Other Segments
10.1.5.3. Italy
10.1.5.3.1. Market size and projections, 2015 - 2027 (USD Million)
10.1.5.3.2. Italy Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
10.1.5.3.3. Italy Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
10.1.5.3.4. Other Segments
10.1.5.4. Spain
10.1.5.4.1. Market size and projections, 2015 - 2027 (USD Million)
10.1.5.4.2. Spain Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
10.1.5.4.3. Spain Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
10.1.5.4.4. Other Segments
10.1.5.5. Rest of Europe
10.1.5.5.1. Market size and projections, 2015 – 2025
10.1.5.5.2. Rest of Europe Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
10.1.5.5.3. Rest of Europe Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
10.1.5.5.4. Other Segments
Chapter 11. Asia Pacific Digital Farming Market Overview, By Countries, 2015 - 2027(USD Million)
11.1. Asia Pacific Digital Farming Market Overview, 2020 & 2027(%)
11.1.1. Market size and projections, 2015 - 2027(USD Million)
11.1.2. Asia Pacific Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
11.1.3. Asia Pacific Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
11.1.4. Other Segments
11.1.5. Asia Pacific Digital Farming Market Overview, By Countries, 2015 - 2027(USD Million)
11.1.5.1. India
11.1.5.1.1. Market size and projections, 2015 - 2027(USD Million)
11.1.5.1.2. India Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
11.1.5.1.3. India Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
11.1.5.1.4. Other Segments
11.1.5.2. China
11.1.5.2.1. Market size and projections, 2015 - 2027(USD Million)
11.1.5.2.2. China Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
11.1.5.2.3. China Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
11.1.5.2.4. Other Segments
11.1.5.3. Japan
11.1.5.3.1. Market size and projections, 2015 - 2027(USD Million)
11.1.5.3.2. Japan Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
11.1.5.3.3. Japan Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
11.1.5.3.4. Other Segments
11.1.5.4. South Korea
11.1.5.4.1. Market size and projections, 2015 - 2027(USD Million)
11.1.5.4.2. South Korea Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
11.1.5.4.3. South Korea Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
11.1.5.4.4. Other Segments
11.1.5.5. Rest of Asia Pacific
11.1.5.5.1. Market size and projections, 2015 - 2027(USD Million)
11.1.5.5.2. Rest of Asia Pacific Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
11.1.5.5.3. Rest of Asia Pacific Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
11.1.5.5.4. Other Segments
Chapter 12. Middle East & Africa Digital Farming Market Overview, By Countries, 2015 - 2027(USD Million)
12.1. Middle East & Africa Digital Farming Market Overview, 2015 - 2027(USD Million)
12.1.1. Market size and projections, 2015 - 2027(USD Million)
12.1.2. Middle East & Africa Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
12.1.3. Middle East & Africa Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
12.1.4. Other Segments
12.1.5. Middle East & Africa Digital Farming Market Overview, By Countries, 2015 - 2027(USD Million)
12.1.5.1. GCC
12.1.5.1.1. Market size and projections, 2015 - 2027(USD Million)
12.1.5.1.2. GCC Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
12.1.5.1.3. GCC Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
12.1.5.1.4. Other Segments
12.1.5.2. South Africa
12.1.5.2.1. Market size and projections, 2015 - 2027(USD Million)
12.1.5.2.2. South Africa Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
12.1.5.2.3. South Africa Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
12.1.5.2.4. Other Segments
12.1.5.3. Rest of Middle East & Africa
12.1.5.3.1. Market size and projections, 2015 - 2027(USD Million)
12.1.5.3.2. Rest of Middle East & Africa Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
12.1.5.3.3. Rest of Middle East & Africa Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
12.1.5.3.4. Other Segments
Chapter 13. South America Digital Farming Market Overview, By Countries, 2015 - 2027(USD Million)
13.1. South America Digital Farming Market Overview, 2015 - 2027(USD Million)
13.1.1. Market size and projections, 2015 - 2027(USD Million)
13.1.2. South America Digital Farming Market Overview, By Application 2015 - 2027(USD Million)
13.1.3. South America Digital Farming Market Overview, By Technology 2015 - 2027(USD Million)
13.1.4. Other Segments
13.1.5. South America Digital Farming Market Overview, By Countries, 2015- 2026(USD Million)
13.1.6. Brazil
13.1.6.1. Market size and projections, 2015 - 2027(USD Million)
13.1.6.2. Brazil Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
13.1.6.3. Brazil Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
13.1.6.4. Other Segments
13.1.7. Argentina
13.1.7.1. Market size and projections, 2015 - 2027(USD Million)
13.1.7.2. Argentina Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
13.1.7.3. Argentina Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
13.1.7.4. Other Segments
13.1.8. Rest of South America
13.1.8.1. Market size and projections, 2015 – 2026
13.1.8.2. Rest of South America Digital Farming Market Overview, By Application, 2015 - 2027(USD Million)
13.1.8.3. Rest of South America Digital Farming Market Overview, By Technology, 2015 - 2027(USD Million)
13.1.8.4. Other Segments
Chapter 14. Competitive Landscape
14.1. Competitive environment, 2020
14.2. Strategic framework
14.2.1. Partnership/agreement
14.2.2. Expansion
14.2.3. Mergers & Acquisitions
14.2.4. New product development
Chapter 15. Key Vendor Analysis
15.1. Topcon Positioning
15.1.1. Company overview
15.1.2. Financial performance
15.1.3. Product Benchmarking
15.1.4. Recent initiatives
15.1.5. SWOT analysis
15.2. AGCO Corporation
15.2.1. Company overview
15.2.2. Financial performance
15.2.3. Product Benchmarking
15.2.4. Recent initiatives
15.2.5. SWOT analysis
15.3. AG Leader
15.4. Prospera Technologies
15.5. CropX Technologies
Chapter 16. Digital Farming Market Cost Analysis
16.1. Digital Farming Market Key Raw Materials Analysis
16.1.1. Key Raw Materials
16.1.2. Price Trend of Key Raw Materials
16.1.3. Key Suppliers of Raw Materials
16.1.4. Market Concentration Rate of Raw Materials
16.2. Proportion of Isophthalic Resin Cost Structure
16.2.1. Raw Materials
16.2.2. Labor Cost
Chapter 17. Industrial Chain, Sourcing Strategy and Downstream Buyers
17.1. Digital Farming Market Industrial Chain Analysis
17.2. Upstream Raw Materials Sourcing
17.3. Raw Materials Sources of Digital Farming Market Major Manufacturers in 2020
17.4. Downstream Buyers
Chapter 18. Marketing Strategy Analysis, Distributors/Traders
18.1. Marketing Channel
18.1.1. Direct Marketing
18.1.2. Indirect Marketing
18.1.3. Marketing Channel Development Trend
18.2. Market Positioning
18.2.1. Pricing Strategy
18.2.2. Brand Strategy
18.2.3. Target Client
18.3. Distributors/Traders List
Chapter 19. Market Effect Factors Analysis
19.1. Technology Progress/Risk
19.1.1. Substitutes Threat
19.1.2. Technology Progress in Related Industry
19.2. Consumer Needs/Customer Preference Change
19.3. Economic/Political Environmental Change
Chapter 20. Future Outlook of the Market
Disclaimer
List of Figures
1. Market segmentation
2. Value chain analysis
3. Porter’s Five Forces’ analysis
4. Power of Suppliers
5. Power of Buyers
6. Threat of New Entrants
7. Threat of Substitute
8. Competitive Rivalry
9. Global Digital Farming Market share, By Application, 2020 & 2027 (%)
10. Global Digital Farming Market, by Yield Monitoring, By Application, 2015 - 2027(USD Million)
11. Global Digital Farming Market, by Crop Scouting, By Application 2015 - 2027(USD Million)
12. Global Digital Farming Market, by Field Mapping, By Application 2015 - 2027(USD Million)
13. Global Digital Farming Market, by Weather Tracking & Forecasting, By Application 2015 - 2027(USD Million)
14. Global Digital Farming Market, by Inventory Management, By Application 2015 - 2027(USD Million)
15. Global Digital Farming Market, by Farm Labor Management, By Application 2015 - 2027(USD Million)
16. Global Digital Farming Market, by Financial Management, By Application 2015 - 2027(USD Million)
17. Global Digital Farming Market, by Others, By Application 2015 - 2027(USD Million)
18. Global Digital Farming Market share, By Technology, 2020 & 2027 (%)
19. Global Digital Farming Market, by Guidance Technology, By Technology, 2015 - 2027(USD Million)
20. Global Digital Farming Market, by Remote Sensing Technology, By Technology, 2015 - 2027(USD Million)
21. Global Digital Farming Market, by Variable-Rate Technology, By Technology, 2015 - 2027(USD Million)
22. Global Digital Farming Market share, By Offering, 2020 & 2027 (%)
23. Global Digital Farming Market, by Displays, By Offering, 2015 - 2027(USD Million)
24. Global Digital Farming Market, by Guidance and Steering Systems, By Offering, 2015 - 2027(USD Million)
25. Global Digital Farming Market, by GPS/GNSS Devices, By Offering, 2015 - 2027(USD Million)
26. Global Digital Farming Market, by Drones/UAVs, By Offering, 2015 - 2027(USD Million)
27. Global Digital Farming Market, by irrigation controllers, By Offering, 2015 - 2027(USD Million)
28. Global Digital Farming Market, by Handheld Mobile Devices, By Offering, 2015 - 2027(USD Million)
29. Global Digital Farming Market, by Control Devices, By Offering, 2015 - 2027(USD Million)
30. Global Digital Farming Market, by Others, By Offering, 2015 - 2027(USD Million)
31. Global Digital Farming Market share, by region, 2020 & 2027 (%)
32. North America Digital Farming Market, 2020 - 2027(USD Million)
33. North America Digital Farming Market share, by Countries, 2020 & 2027 (%)
34. U.S. Digital Farming Market, 2020 - 2027(USD Million)
35. Canada Digital Farming Market, 2020 - 2027(USD Million)
36. Europe Digital Farming Market, 2020 - 2027(USD Million)
37. Europe Digital Farming Market share, by Countries, 2020 & 2027 (%)
38. Spain Digital Farming Market, 2020 - 2027(USD Million)
39. UK Digital Farming Market, 2020 - 2027(USD Million)
40. Italy Digital Farming Market, 2020 - 2027(USD Million)
41. Germany Digital Farming Market, 2020 - 2027(USD Million)
42. France Digital Farming Market, 2020 - 2027(USD Million)
43. Rest of Europe Digital Farming Market, 2020 - 2027(USD Million)
44. Asia-Pacific Digital Farming Market, 2020 - 2027(USD Million)
45. Asia-Pacific Digital Farming Market share, by Countries, 2020 & 2027 (%)
46. China Digital Farming Market, 2020 - 2027(USD Million)
47. India Digital Farming Market, 2020 - 2027(USD Million)
48. Australia Digital Farming Market, 2020 - 2027(USD Million)
49. Japan Digital Farming Market, 2020 - 2027(USD Million)
50. Rest of Asia-Pacific Digital Farming Market, 2020 - 2027(USD Million)
51. Middle East & Africa Digital Farming Market, 2020 - 2027(USD Million)
52. Middle East & Africa Digital Farming Market share, by Countries, 2020 & 2027 (%)
53. GCC Digital Farming Market, 2020 - 2027(USD Million)
54. South Africa Digital Farming Market, 2020 - 2027(USD Million)
55. Rest Of Middle East & Africa Digital Farming Market, 2020 - 2027(USD Million)
56. South America Digital Farming Market, 2020 - 2027(USD Million)
57. Brazil Digital Farming Market, 2020 - 2027(USD Million)
58. Mexico Digital Farming Market, 2020 - 2027(USD Million)
59. Argentina Digital Farming Market, 2020 - 2027(USD Million)
60. Rest of South America Digital Farming Market, 2020 - 2027(USD Million)
List of Tables
1. Impact of Market drivers
2. Impact of Market restraints
3. Global Digital Farming Market, 2015-2027(USD Million)
4. Global Digital Farming Market requirement, by country, 2015-2027,(USD Million)
5. North America Digital Farming Market, By Application, 2015-2027(USD Million)
6. North America Digital Farming Market, By Technology, 2015-2027(USD Million)
7. North America Digital Farming Market, By Offering, 2015-2027(USD Million)
8. Europe Digital Farming Market, By Application, 2015-2027(USD Million)
9. Europe Digital Farming Market, By Technology, 2015-2027(USD Million)
10. Europe Digital Farming Market, By Offering, 2015-2027(USD Million)
11. Asia Pacific Digital Farming Market, By Application, 2015-2027(USD Million)
12. Asia Pacific Digital Farming Market, By Technology, 2015-2027(USD Million)
13. Asia Pacific Digital Farming Market, By Offering, 2015-2027(USD Million)
14. Middle East & Africa Digital Farming Market, By Application, 2015-2027(USD Million)
15. Middle East & Africa Digital Farming Market, By Technology, 2015-2027(USD Million)
16. Middle East & Africa Digital Farming Market, By Offering, 2015-2027(USD Million)
17. South America Digital Farming Market, By Application, 2015-2027(USD Million)
18. South America Digital Farming Market, By Technology, 2015-2027(USD Million)
19. South America Digital Farming Market, By Offering, 2015-2027(USD Million)
20. Global Digital Farming Market, Company Market Share, 2020 (%)
21. Topcon Positioning: Product Benchmarking
22. Topcon Positioning: Financial Performance
23. AGCO Corporation: Product Benchmarking
24. AGCO Corporation: Financial Performance
25. AG Leader: Product Benchmarking
26. AG Leader: Financial Performance
27. Cisco: Product Benchmarking
28. Cisco: Financial Performance
29. Prospera Technologies: Product Benchmarking
30. Prospera Technologies: Financial Performance
31. CropX Technologies: Product Benchmarking
32. CropX Technologies: Financial Performance
The Leading Key Players in Digital Farming Market
Monsanto Company
Bayer Cropscience Limited
Deere & Company.
Accenture PLC
Syngenta
AgGateway
Aglytix Inc.
CropX Inc.
Farmers Business Network (FBN)
BASF SE
DigitalGlobe.
