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Digital Agriculture Market: Global Opportunity Analysis and Industry Forecast, 2024-2033

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    Report

  • 389 Pages
  • February 2025
  • Region: Global
  • Allied Market Research
  • ID: 6120031
The global digital agriculture market was valued at $18.6 billion in 2023, and is projected to reach $51.3 billion by 2033, growing at a CAGR of 10.5% from 2024 to 2033.

Digital agriculture refers to the use of digital technologies, data analytics, and automated systems to enhance and optimize agricultural practices. It involves leveraging tools like sensors, drones, satellite imagery, artificial intelligence (AI), machine learning (ML), and the Internet of Things (IoT) to monitor, manage, and improve farming operations. These technologies enable farmers to make more informed decisions, increase efficiency, reduce environmental impact, and ultimately enhance productivity and profitability.

Increase in demand for food to feed the increase in global population drives the growth of the digital agriculture market. As the population continues to rise, there is a pressing need to improve agricultural productivity and ensure food security, which digital technologies are helping to address. In addition, advancements in technology such as the Internet of Things (IoT), artificial intelligence (AI), machine learning, and robotics are revolutionizing farming practices. The growing emphasis on sustainability in farming practices is also a key driver, as digital agriculture allows for more sustainable resource management and reduces the environmental impact of traditional farming methods.

However, despite the many benefits, the digital agriculture market faces several restraints that hinder its growth. One major challenge is the high initial cost of implementing digital agriculture technologies. The investment required for sensors, drones, AI systems, and other digital tools can be prohibitive, particularly for small-scale farmers in developing regions. In addition, the lack of digital infrastructure and internet connectivity in rural and remote areas poses a significant barrier to the adoption of digital agriculture solutions.

Increase in availability and affordability of technology creates new possibilities for farmers, particularly in developing countries, offering opportunities for growth of the market. The adoption of mobile-based platforms, cloud computing, and satellite technologies is helping bridge the digital divide in rural areas and make digital agriculture more accessible. Moreover, there are significant opportunities in the integration of blockchain technology to ensure transparency and traceability in the agricultural supply chain, enhancing trust between producers and consumers. Surge interest in sustainable farming practices presents another opportunity, as digital agriculture helps farmers optimize their operations while minimizing environmental impact. For instance, in November 2023, AGCO Corporation, a global leader in agricultural machinery and precision ag technology, announced a transformative joint venture with Trimble Inc. This partnership aims to create a leading global mixed-fleet precision agriculture platform, enhancing AGCO's capabilities in delivering smart farming solutions.

Segment Review

The digital agriculture market is segmented on the basis of component, application, technology, and region. By component, the market is divided into hardware, software, and service. In terms of application, the market is segregated into precision farming & farm management, livestock monitoring, supply chain, financial management, and others. By technology, the market is categorized into AI, drones, IoT, automation, and others. On the basis of region, it is analyzed across North America, Europe, Asia-Pacific, and LAMEA.

Key Findings

  • By component, the hardware segment led the digital agriculture industry in terms of revenue in 2023.
  • By application, the precision farming and farm management segment accounted for the highest digital agriculture market share in 2023.
  • By technology, the IoT segment accounted for the highest digital agriculture industry share in 2023.
  • By region, North America generated the highest revenue in 2023.

Competition Analysis

The report profiles the key players operating in the digital agriculture market analysis such as John Deere, Trimble Inc., AGCO Corporation, Bayer AG, Indigo Ag, Agreena ApS, ecoRobotix SA, IBM Corporation, Microsoft Corporation, Gamaya, AgEagle Aerial Systems Inc., CNH Industrial N.V., TOPCON CORPORATION, BASF Digital Farming GmbH, Digital Agriculture Services Pty Ltd, Bosch Global Software Technologies Pvt Ltd., Wipro, Yara International ASA, AGRIVI Ltd., and Small Robot Company. These players have adopted various strategies to increase their market penetration and strengthen their position in the digital farming market.

Key Benefits for Stakeholders

  • This report provides a quantitative analysis of the market segments, current trends, estimations, and dynamics of the digital agriculture market analysis from 2023 to 2033 to identify the prevailing digital agriculture market opportunities.
  • The market research is offered along with information related to key drivers, restraints, and opportunities.
  • Porter's five forces analysis highlights the potency of buyers and suppliers to enable stakeholders make profit-oriented business decisions and strengthen their supplier-buyer network.
  • In-depth analysis of the digital agriculture market segmentation assists to determine the prevailing market opportunities.
  • Major countries in each region are mapped according to their revenue contribution to the global market.
  • Market player positioning facilitates benchmarking and provides a clear understanding of the present position of the market players.
  • The report includes the analysis of the regional as well as global digital agriculture market trends, key players, market segments, application areas, and market growth strategies.

Additional benefits you will get with this purchase are:

  • Quarterly Update and* (only available with a corporate license, on listed price)
  • 5 additional Company Profile of client Choice pre- or Post-purchase, as a free update.
  • Free Upcoming Version on the Purchase of Five and Enterprise User License.
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  • 15% Free Customization* (in case the scope or segment of the report does not match your requirements, 15% is equivalent to 3 working days of free work, applicable once)
  • Free data Pack on the Five and Enterprise User License. (Excel version of the report)
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  • 24-hour priority response*
  • Free Industry updates and white papers.

Possible Customization with this report (with additional cost and timeline, please talk to the sales executive to know more)

  • End user preferences and pain points
  • Industry life cycle assessment, by region
  • Product Benchmarking / Product specification and applications
  • Product Life Cycles
  • Senario Analysis & Growth Trend Comparision
  • Technology Trend Analysis
  • Go To Market Strategy
  • Market share analysis of players by products/segments
  • New Product Development/ Product Matrix of Key Players
  • Pain Point Analysis
  • Regulatory Guidelines
  • Strategic Recommedations
  • Additional company profiles with specific to client's interest
  • Additional country or region analysis- market size and forecast
  • Brands Share Analysis
  • Criss-cross segment analysis- market size and forecast
  • Expanded list for Company Profiles
  • Historic market data
  • Market share analysis of players at global/region/country level
  • SWOT Analysis

Key Market Segments

By Component

  • Hardware
  • Software
  • Service

By Application

  • Precision Farming and Farm Management
  • Livestock Monitoring
  • Supply Chain Management
  • Financial Management
  • Others

By Technology

  • AI
  • Drones
  • IoT
  • Automation
  • Others

By Region

  • North America
  • U.S.
  • Canada
  • Europe
  • UK
  • Germany
  • France
  • Italy
  • Spain
  • Rest of Europe
  • Asia-Pacific
  • China
  • Japan
  • India
  • Australia
  • South Korea
  • Rest O Asia-Pacific
  • LAMEA
  • Latin America
  • Middle East
  • Africa

Key Market Players

  • Trimble Inc.
  • AGCO Corporation.
  • Bayer AG
  • ecoRobotix SA
  • IBM Corporation
  • Microsoft Corporation
  • AgEagle Aerial Systems Inc.
  • CNH Industrial N.V.
  • TOPCON CORPORATION
  • John Deere
  • Indigo Ag
  • Agreena ApS
  • Gamaya
  • BASF
  • Digital Agriculture Services Pty Ltd
  • Bosch Global Software Technologies Pvt Ltd.
  • AGRIVI Ltd.
  • Wipro Limited
  • Small Robot Company
  • YARA International ASA

Table of Contents

CHAPTER 1: INTRODUCTION
1.1. Report description
1.2. Key market segments
1.3. Key benefits to the stakeholders
1.4. Research methodology
1.4.1. Primary research
1.4.2. Secondary research
1.4.3. Analyst tools and models
CHAPTER 2: EXECUTIVE SUMMARY
2.1. CXO perspective
CHAPTER 3: MARKET OVERVIEW
3.1. Market definition and scope
3.2. Key findings
3.2.1. Top impacting factors
3.2.2. Top investment pockets
3.3. Porter’s five forces analysis
3.3.1. Moderate to high bargaining power of suppliers
3.3.2. Moderate to high threat of new entrants
3.3.3. Moderate to high threat of substitutes
3.3.4. Moderate to high intensity of rivalry
3.3.5. Moderate to high bargaining power of buyers
3.4. Market dynamics
3.4.1. Drivers
3.4.1.1. Rising demand for precision farming
3.4.1.2. Technological advancements in IoT, AI, and big data
3.4.1.3. Government initiatives and subsidies
3.4.2. Restraints
3.4.2.1. High initial investment costs
3.4.2.2. Limited digital literacy and internet infrastructure
3.4.3. Opportunities
3.4.3.1. Growth of agritech startups and farm automation
CHAPTER 4: DIGITAL AGRICULTURE MARKET, BY COMPONENT
4.1. Overview
4.1.1. Market size and forecast
4.2. Hardware
4.2.1. Key market trends, growth factors and opportunities
4.2.2. Market size and forecast, by region
4.2.3. Market share analysis by country
4.3. Software
4.3.1. Key market trends, growth factors and opportunities
4.3.2. Market size and forecast, by region
4.3.3. Market share analysis by country
4.4. Service
4.4.1. Key market trends, growth factors and opportunities
4.4.2. Market size and forecast, by region
4.4.3. Market share analysis by country
CHAPTER 5: DIGITAL AGRICULTURE MARKET, BY APPLICATION
5.1. Overview
5.1.1. Market size and forecast
5.2. Precision Farming and Farm Management
5.2.1. Key market trends, growth factors and opportunities
5.2.2. Market size and forecast, by region
5.2.3. Market share analysis by country
5.3. Livestock Monitoring
5.3.1. Key market trends, growth factors and opportunities
5.3.2. Market size and forecast, by region
5.3.3. Market share analysis by country
5.4. Supply Chain Management
5.4.1. Key market trends, growth factors and opportunities
5.4.2. Market size and forecast, by region
5.4.3. Market share analysis by country
5.5. Financial Management
5.5.1. Key market trends, growth factors and opportunities
5.5.2. Market size and forecast, by region
5.5.3. Market share analysis by country
5.6. Others
5.6.1. Key market trends, growth factors and opportunities
5.6.2. Market size and forecast, by region
5.6.3. Market share analysis by country
CHAPTER 6: DIGITAL AGRICULTURE MARKET, BY TECHNOLOGY
6.1. Overview
6.1.1. Market size and forecast
6.2. AI
6.2.1. Key market trends, growth factors and opportunities
6.2.2. Market size and forecast, by region
6.2.3. Market share analysis by country
6.3. Drones
6.3.1. Key market trends, growth factors and opportunities
6.3.2. Market size and forecast, by region
6.3.3. Market share analysis by country
6.4. IoT
6.4.1. Key market trends, growth factors and opportunities
6.4.2. Market size and forecast, by region
6.4.3. Market share analysis by country
6.5. Automation
6.5.1. Key market trends, growth factors and opportunities
6.5.2. Market size and forecast, by region
6.5.3. Market share analysis by country
6.6. Others
6.6.1. Key market trends, growth factors and opportunities
6.6.2. Market size and forecast, by region
6.6.3. Market share analysis by country
CHAPTER 7: DIGITAL AGRICULTURE MARKET, BY REGION
7.1. Overview
7.1.1. Market size and forecast By Region
7.2. North America
7.2.1. Key market trends, growth factors and opportunities
7.2.2. Market size and forecast, by Component
7.2.3. Market size and forecast, by Application
7.2.4. Market size and forecast, by Technology
7.2.5. Market size and forecast, by country
7.2.5.1. U.S.
7.2.5.1.1. Market size and forecast, by Component
7.2.5.1.2. Market size and forecast, by Application
7.2.5.1.3. Market size and forecast, by Technology
7.2.5.2. Canada
7.2.5.2.1. Market size and forecast, by Component
7.2.5.2.2. Market size and forecast, by Application
7.2.5.2.3. Market size and forecast, by Technology
7.3. Europe
7.3.1. Key market trends, growth factors and opportunities
7.3.2. Market size and forecast, by Component
7.3.3. Market size and forecast, by Application
7.3.4. Market size and forecast, by Technology
7.3.5. Market size and forecast, by country
7.3.5.1. UK
7.3.5.1.1. Market size and forecast, by Component
7.3.5.1.2. Market size and forecast, by Application
7.3.5.1.3. Market size and forecast, by Technology
7.3.5.2. Germany
7.3.5.2.1. Market size and forecast, by Component
7.3.5.2.2. Market size and forecast, by Application
7.3.5.2.3. Market size and forecast, by Technology
7.3.5.3. France
7.3.5.3.1. Market size and forecast, by Component
7.3.5.3.2. Market size and forecast, by Application
7.3.5.3.3. Market size and forecast, by Technology
7.3.5.4. Italy
7.3.5.4.1. Market size and forecast, by Component
7.3.5.4.2. Market size and forecast, by Application
7.3.5.4.3. Market size and forecast, by Technology
7.3.5.5. Spain
7.3.5.5.1. Market size and forecast, by Component
7.3.5.5.2. Market size and forecast, by Application
7.3.5.5.3. Market size and forecast, by Technology
7.3.5.6. Rest of Europe
7.3.5.6.1. Market size and forecast, by Component
7.3.5.6.2. Market size and forecast, by Application
7.3.5.6.3. Market size and forecast, by Technology
7.4. Asia-Pacific
7.4.1. Key market trends, growth factors and opportunities
7.4.2. Market size and forecast, by Component
7.4.3. Market size and forecast, by Application
7.4.4. Market size and forecast, by Technology
7.4.5. Market size and forecast, by country
7.4.5.1. China
7.4.5.1.1. Market size and forecast, by Component
7.4.5.1.2. Market size and forecast, by Application
7.4.5.1.3. Market size and forecast, by Technology
7.4.5.2. Japan
7.4.5.2.1. Market size and forecast, by Component
7.4.5.2.2. Market size and forecast, by Application
7.4.5.2.3. Market size and forecast, by Technology
7.4.5.3. India
7.4.5.3.1. Market size and forecast, by Component
7.4.5.3.2. Market size and forecast, by Application
7.4.5.3.3. Market size and forecast, by Technology
7.4.5.4. Australia
7.4.5.4.1. Market size and forecast, by Component
7.4.5.4.2. Market size and forecast, by Application
7.4.5.4.3. Market size and forecast, by Technology
7.4.5.5. South Korea
7.4.5.5.1. Market size and forecast, by Component
7.4.5.5.2. Market size and forecast, by Application
7.4.5.5.3. Market size and forecast, by Technology
7.4.5.6. Rest O Asia-Pacific
7.4.5.6.1. Market size and forecast, by Component
7.4.5.6.2. Market size and forecast, by Application
7.4.5.6.3. Market size and forecast, by Technology
7.5. LAMEA
7.5.1. Key market trends, growth factors and opportunities
7.5.2. Market size and forecast, by Component
7.5.3. Market size and forecast, by Application
7.5.4. Market size and forecast, by Technology
7.5.5. Market size and forecast, by country
7.5.5.1. Latin America
7.5.5.1.1. Market size and forecast, by Component
7.5.5.1.2. Market size and forecast, by Application
7.5.5.1.3. Market size and forecast, by Technology
7.5.5.2. Middle East
7.5.5.2.1. Market size and forecast, by Component
7.5.5.2.2. Market size and forecast, by Application
7.5.5.2.3. Market size and forecast, by Technology
7.5.5.3. Africa
7.5.5.3.1. Market size and forecast, by Component
7.5.5.3.2. Market size and forecast, by Application
7.5.5.3.3. Market size and forecast, by Technology
CHAPTER 8: COMPETITIVE LANDSCAPE
8.1. Introduction
8.2. Top winning strategies
8.3. Product mapping of top 10 player
8.4. Competitive dashboard
8.5. Competitive heatmap
8.6. Top player positioning, 2023
CHAPTER 9: COMPANY PROFILES
9.1. John Deere
9.1.1. Company overview
9.1.2. Key executives
9.1.3. Company snapshot
9.1.4. Operating business segments
9.1.5. Product portfolio
9.1.6. Business performance
9.2. Trimble Inc.
9.2.1. Company overview
9.2.2. Key executives
9.2.3. Company snapshot
9.2.4. Operating business segments
9.2.5. Product portfolio
9.2.6. Business performance
9.3. AGCO Corporation.
9.3.1. Company overview
9.3.2. Key executives
9.3.3. Company snapshot
9.3.4. Operating business segments
9.3.5. Product portfolio
9.3.6. Business performance
9.4. Bayer AG
9.4.1. Company overview
9.4.2. Key executives
9.4.3. Company snapshot
9.4.4. Operating business segments
9.4.5. Product portfolio
9.4.6. Business performance
9.5. Indigo Ag
9.5.1. Company overview
9.5.2. Key executives
9.5.3. Company snapshot
9.5.4. Operating business segments
9.5.5. Product portfolio
9.6. Agreena ApS
9.6.1. Company overview
9.6.2. Key executives
9.6.3. Company snapshot
9.6.4. Operating business segments
9.6.5. Product portfolio
9.7. ecoRobotix SA
9.7.1. Company overview
9.7.2. Key executives
9.7.3. Company snapshot
9.7.4. Operating business segments
9.7.5. Product portfolio
9.8. IBM Corporation
9.8.1. Company overview
9.8.2. Key executives
9.8.3. Company snapshot
9.8.4. Operating business segments
9.8.5. Product portfolio
9.8.6. Business performance
9.9. Microsoft Corporation
9.9.1. Company overview
9.9.2. Key executives
9.9.3. Company snapshot
9.9.4. Operating business segments
9.9.5. Product portfolio
9.9.6. Business performance
9.10. Gamaya
9.10.1. Company overview
9.10.2. Key executives
9.10.3. Company snapshot
9.10.4. Operating business segments
9.10.5. Product portfolio
9.11. AgEagle Aerial Systems Inc.
9.11.1. Company overview
9.11.2. Key executives
9.11.3. Company snapshot
9.11.4. Operating business segments
9.11.5. Product portfolio
9.11.6. Business performance
9.12. CNH Industrial N.V.
9.12.1. Company overview
9.12.2. Key executives
9.12.3. Company snapshot
9.12.4. Operating business segments
9.12.5. Product portfolio
9.12.6. Business performance
9.13. TOPCON CORPORATION
9.13.1. Company overview
9.13.2. Key executives
9.13.3. Company snapshot
9.13.4. Operating business segments
9.13.5. Product portfolio
9.13.6. Business performance
9.14. BASF
9.14.1. Company overview
9.14.2. Key executives
9.14.3. Company snapshot
9.14.4. Operating business segments
9.14.5. Product portfolio
9.14.6. Business performance
9.15. Digital Agriculture Services Pty Ltd
9.15.1. Company overview
9.15.2. Key executives
9.15.3. Company snapshot
9.15.4. Operating business segments
9.15.5. Product portfolio
9.16. Bosch Global Software Technologies Pvt Ltd.
9.16.1. Company overview
9.16.2. Key executives
9.16.3. Company snapshot
9.16.4. Operating business segments
9.16.5. Product portfolio
9.17. Wipro Limited
9.17.1. Company overview
9.17.2. Key executives
9.17.3. Company snapshot
9.17.4. Operating business segments
9.17.5. Product portfolio
9.17.6. Business performance
9.18. YARA International ASA
9.18.1. Company overview
9.18.2. Key executives
9.18.3. Company snapshot
9.18.4. Operating business segments
9.18.5. Product portfolio
9.18.6. Business performance
9.19. AGRIVI Ltd.
9.19.1. Company overview
9.19.2. Key executives
9.19.3. Company snapshot
9.19.4. Operating business segments
9.19.5. Product portfolio
9.20. Small Robot Company
9.20.1. Company overview
9.20.2. Key executives
9.20.3. Company snapshot
9.20.4. Operating business segments
9.20.5. Product portfolio
LIST OF TABLES
Table 01. Global Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 02. Digital Agriculture Market for Hardware, by Region, 2023-2033 ($Million)
Table 03. Digital Agriculture Market for Software, by Region, 2023-2033 ($Million)
Table 04. Digital Agriculture Market for Service, by Region, 2023-2033 ($Million)
Table 05. Global Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 06. Digital Agriculture Market for Precision Farming and Farm Management, by Region, 2023-2033 ($Million)
Table 07. Digital Agriculture Market for Livestock Monitoring, by Region, 2023-2033 ($Million)
Table 08. Digital Agriculture Market for Supply Chain Management, by Region, 2023-2033 ($Million)
Table 09. Digital Agriculture Market for Financial Management, by Region, 2023-2033 ($Million)
Table 10. Digital Agriculture Market for Others, by Region, 2023-2033 ($Million)
Table 11. Global Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 12. Digital Agriculture Market for Ai, by Region, 2023-2033 ($Million)
Table 13. Digital Agriculture Market for Drones, by Region, 2023-2033 ($Million)
Table 14. Digital Agriculture Market for Iot, by Region, 2023-2033 ($Million)
Table 15. Digital Agriculture Market for Automation, by Region, 2023-2033 ($Million)
Table 16. Digital Agriculture Market for Others, by Region, 2023-2033 ($Million)
Table 17. Digital Agriculture Market, by Region, 2023-2033 ($Million)
Table 18. North America Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 19. North America Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 20. North America Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 21. North America Digital Agriculture Market, by Country, 2023-2033 ($Million)
Table 22. U.S. Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 23. U.S. Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 24. U.S. Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 25. Canada Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 26. Canada Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 27. Canada Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 28. Europe Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 29. Europe Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 30. Europe Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 31. Europe Digital Agriculture Market, by Country, 2023-2033 ($Million)
Table 32. UK Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 33. UK Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 34. UK Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 35. Germany Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 36. Germany Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 37. Germany Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 38. France Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 39. France Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 40. France Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 41. Italy Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 42. Italy Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 43. Italy Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 44. Spain Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 45. Spain Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 46. Spain Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 47. Rest of Europe Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 48. Rest of Europe Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 49. Rest of Europe Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 50. Asia-Pacific Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 51. Asia-Pacific Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 52. Asia-Pacific Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 53. Asia-Pacific Digital Agriculture Market, by Country, 2023-2033 ($Million)
Table 54. China Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 55. China Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 56. China Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 57. Japan Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 58. Japan Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 59. Japan Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 60. India Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 61. India Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 62. India Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 63. Australia Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 64. Australia Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 65. Australia Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 66. South Korea Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 67. South Korea Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 68. South Korea Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 69. Rest O Asia-Pacific Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 70. Rest O Asia-Pacific Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 71. Rest O Asia-Pacific Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 72. LAMEA Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 73. LAMEA Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 74. LAMEA Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 75. LAMEA Digital Agriculture Market, by Country, 2023-2033 ($Million)
Table 76. Latin America Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 77. Latin America Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 78. Latin America Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 79. Middle East Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 80. Middle East Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 81. Middle East Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 82. Africa Digital Agriculture Market, by Component, 2023-2033 ($Million)
Table 83. Africa Digital Agriculture Market, by Application, 2023-2033 ($Million)
Table 84. Africa Digital Agriculture Market, by Technology, 2023-2033 ($Million)
Table 85. John Deere: Key Executives
Table 86. John Deere: Company Snapshot
Table 87. John Deere: Product Segments
Table 88. John Deere: Product Portfolio
Table 89. Trimble Inc.: Key Executives
Table 90. Trimble Inc.: Company Snapshot
Table 91. Trimble Inc.: Product Segments
Table 92. Trimble Inc.: Product Portfolio
Table 93. Agco Corporation.: Key Executives
Table 94. Agco Corporation.: Company Snapshot
Table 95. Agco Corporation.: Product Segments
Table 96. Agco Corporation.: Product Portfolio
Table 97. Bayer Ag: Key Executives
Table 98. Bayer Ag: Company Snapshot
Table 99. Bayer Ag: Product Segments
Table 100. Bayer Ag: Product Portfolio
Table 101. Indigo Ag: Key Executives
Table 102. Indigo Ag: Company Snapshot
Table 103. Indigo Ag: Product Segments
Table 104. Indigo Ag: Product Portfolio
Table 105. Agreena Aps: Key Executives
Table 106. Agreena Aps: Company Snapshot
Table 107. Agreena Aps: Product Segments
Table 108. Agreena Aps: Product Portfolio
Table 109. Ecorobotix Sa: Key Executives
Table 110. Ecorobotix Sa: Company Snapshot
Table 111. Ecorobotix Sa: Product Segments
Table 112. Ecorobotix Sa: Product Portfolio
Table 113. IBM Corporation: Key Executives
Table 114. IBM Corporation: Company Snapshot
Table 115. IBM Corporation: Service Segments
Table 116. IBM Corporation: Product Portfolio
Table 117. Microsoft Corporation: Key Executives
Table 118. Microsoft Corporation: Company Snapshot
Table 119. Microsoft Corporation: Service Segments
Table 120. Microsoft Corporation: Product Portfolio
Table 121. Gamaya: Key Executives
Table 122. Gamaya: Company Snapshot
Table 123. Gamaya: Product Segments
Table 124. Gamaya: Product Portfolio
Table 125. Ageagle Aerial Systems Inc.: Key Executives
Table 126. Ageagle Aerial Systems Inc.: Company Snapshot
Table 127. Ageagle Aerial Systems Inc.: Product Segments
Table 128. Ageagle Aerial Systems Inc.: Product Portfolio
Table 129. Cnh Industrial N.V.: Key Executives
Table 130. Cnh Industrial N.V.: Company Snapshot
Table 131. Cnh Industrial N.V.: Product Segments
Table 132. Cnh Industrial N.V.: Product Portfolio
Table 133. Topcon Corporation: Key Executives
Table 134. Topcon Corporation: Company Snapshot
Table 135. Topcon Corporation: Product Segments
Table 136. Topcon Corporation: Product Portfolio
Table 137. Basf: Key Executives
Table 138. Basf: Company Snapshot
Table 139. Basf: Product Segments
Table 140. Basf: Product Portfolio
Table 141. Digital Agriculture Services Pty Ltd: Key Executives
Table 142. Digital Agriculture Services Pty Ltd: Company Snapshot
Table 143. Digital Agriculture Services Pty Ltd: Product Segments
Table 144. Digital Agriculture Services Pty Ltd: Product Portfolio
Table 145. Bosch Global Software Technologies Pvt Ltd.: Key Executives
Table 146. Bosch Global Software Technologies Pvt Ltd.: Company Snapshot
Table 147. Bosch Global Software Technologies Pvt Ltd.: Product Segments
Table 148. Bosch Global Software Technologies Pvt Ltd.: Product Portfolio
Table 149. Wipro Limited: Key Executives
Table 150. Wipro Limited: Company Snapshot
Table 151. Wipro Limited: Product Segments
Table 152. Wipro Limited: Product Portfolio
Table 153. Yara International Asa: Key Executives
Table 154. Yara International Asa: Company Snapshot
Table 155. Yara International Asa: Service Segments
Table 156. Yara International Asa: Product Portfolio
Table 157. Agrivi Ltd.: Key Executives
Table 158. Agrivi Ltd.: Company Snapshot
Table 159. Agrivi Ltd.: Product Segments
Table 160. Agrivi Ltd.: Product Portfolio
Table 161. Small Robot Company: Key Executives
Table 162. Small Robot Company: Company Snapshot
Table 163. Small Robot Company: Product Segments
Table 164. Small Robot Company: Product Portfolio
LIST OF FIGURES
Figure 01. Digital Agriculture Market, 2023-2033
Figure 02. Segmentation of Digital Agriculture Market,2023-2033
Figure 03. Top Impacting Factors in Digital Agriculture Market (2023 to 2033)
Figure 04. Top Investment Pockets in Digital Agriculture Market (2024-2033)
Figure 05. Moderate to High Bargaining Power of Suppliers
Figure 06. Moderate to High Threat of New Entrants
Figure 07. Moderate to High Threat of Substitutes
Figure 08. Moderate to High Intensity of Rivalry
Figure 09. Moderate to High Bargaining Power of Buyers
Figure 10. Global Digital Agriculture Market:Drivers, Restraints and Opportunities
Figure 11. Digital Agriculture Market, by Component, 2023 and 2033(%)
Figure 12. Comparative Share Analysis of Digital Agriculture Market for Hardware, by Country 2023 and 2033(%)
Figure 13. Comparative Share Analysis of Digital Agriculture Market for Software, by Country 2023 and 2033(%)
Figure 14. Comparative Share Analysis of Digital Agriculture Market for Service, by Country 2023 and 2033(%)
Figure 15. Digital Agriculture Market, by Application, 2023 and 2033(%)
Figure 16. Comparative Share Analysis of Digital Agriculture Market for Precision Farming and Farm Management, by Country 2023 and 2033(%)
Figure 17. Comparative Share Analysis of Digital Agriculture Market for Livestock Monitoring, by Country 2023 and 2033(%)
Figure 18. Comparative Share Analysis of Digital Agriculture Market for Supply Chain Management, by Country 2023 and 2033(%)
Figure 19. Comparative Share Analysis of Digital Agriculture Market for Financial Management, by Country 2023 and 2033(%)
Figure 20. Comparative Share Analysis of Digital Agriculture Market for Others, by Country 2023 and 2033(%)
Figure 21. Digital Agriculture Market, by Technology, 2023 and 2033(%)
Figure 22. Comparative Share Analysis of Digital Agriculture Market for AI, by Country 2023 and 2033(%)
Figure 23. Comparative Share Analysis of Digital Agriculture Market for Drones, by Country 2023 and 2033(%)
Figure 24. Comparative Share Analysis of Digital Agriculture Market for IoT, by Country 2023 and 2033(%)
Figure 25. Comparative Share Analysis of Digital Agriculture Market for Automation, by Country 2023 and 2033(%)
Figure 26. Comparative Share Analysis of Digital Agriculture Market for Others, by Country 2023 and 2033(%)
Figure 27. Digital Agriculture Market by Region, 2023 and 2033(%)
Figure 28. U.S. Digital Agriculture Market, 2023-2033 ($Million)
Figure 29. Canada Digital Agriculture Market, 2023-2033 ($Million)
Figure 30. UK Digital Agriculture Market, 2023-2033 ($Million)
Figure 31. Germany Digital Agriculture Market, 2023-2033 ($Million)
Figure 32. France Digital Agriculture Market, 2023-2033 ($Million)
Figure 33. Italy Digital Agriculture Market, 2023-2033 ($Million)
Figure 34. Spain Digital Agriculture Market, 2023-2033 ($Million)
Figure 35. Rest of Europe Digital Agriculture Market, 2023-2033 ($Million)
Figure 36. China Digital Agriculture Market, 2023-2033 ($Million)
Figure 37. Japan Digital Agriculture Market, 2023-2033 ($Million)
Figure 38. India Digital Agriculture Market, 2023-2033 ($Million)
Figure 39. Australia Digital Agriculture Market, 2023-2033 ($Million)
Figure 40. South Korea Digital Agriculture Market, 2023-2033 ($Million)
Figure 41. Rest O Asia-Pacific Digital Agriculture Market, 2023-2033 ($Million)
Figure 42. Latin America Digital Agriculture Market, 2023-2033 ($Million)
Figure 43. Middle East Digital Agriculture Market, 2023-2033 ($Million)
Figure 44. Africa Digital Agriculture Market, 2023-2033 ($Million)
Figure 45. Top Winning Strategies, by Year
Figure 46. Top Winning Strategies, by Development
Figure 47. Top Winning Strategies, by Company
Figure 48. Product Mapping of Top 10 Players
Figure 49. Competitive Dashboard
Figure 50. Competitive Heatmap: Digital Agriculture Market
Figure 51. Top Player Positioning, 2023
Figure 52. John Deere: Net Revenue, 2022-2024 ($Million)
Figure 53. John Deere: Research & Development Expenditure, 2022-2024 ($Million)
Figure 54. John Deere: Revenue Share by Segment, 2024 (%)
Figure 55. John Deere: Revenue Share by Region, 2024 (%)
Figure 56. Trimble Inc.: Net Sales, 2021-2023 ($Million)
Figure 57. Trimble Inc.: Research & Development Expenditure, 2021-2023 ($Million)
Figure 58. Trimble Inc.: Revenue Share by Region, 2023 (%)
Figure 59. Trimble Inc.: Revenue Share by Segment, 2023 (%)
Figure 60. Agco Corporation.: Net Revenue, 2021-2023 ($Million)
Figure 61. Agco Corporation.: Revenue Share by Region, 2023 (%)
Figure 62. Bayer AG: Net Sales, 2021-2023 ($Million)
Figure 63. Bayer AG: Revenue Share by Segment, 2023 (%)
Figure 64. Bayer AG: Revenue Share by Region, 2023 (%)
Figure 65. IBM Corporation: Net Revenue, 2021-2023 ($Million)
Figure 66. IBM Corporation: Research & Development Expenditure, 2021-2023 ($Million)
Figure 67. IBM Corporation: Revenue Share by Segment, 2023 (%)
Figure 68. IBM Corporation: Revenue Share by Region, 2023 (%)
Figure 69. Microsoft Corporation: Net Revenue, 2021-2023 ($Million)
Figure 70. Microsoft Corporation: Research & Development Expenditure, 2021-2023 ($Million)
Figure 71. Microsoft Corporation: Revenue Share by Segment, 2023 (%)
Figure 72. Microsoft Corporation: Revenue Share by Region, 2023 (%)
Figure 73. Ageagle Aerial Systems Inc.: Research & Development Expenditure, 2021-2023 ($Million)
Figure 74. Ageagle Aerial Systems Inc.: Net Revenue, 2021-2023 ($Million)
Figure 75. Cnh Industrial N.V.: Net Revenue, 2021-2023 ($Million)
Figure 76. Cnh Industrial N.V.: Research & Development Expenditure, 2021-2023 ($Million)
Figure 77. Cnh Industrial N.V.: Revenue Share by Segment, 2023 (%)
Figure 78. Cnh Industrial N.V.: Revenue Share by Region, 2022 (%)
Figure 79. Topcon Corporation: Net Sales, 2021-2023 ($Million)
Figure 80. Topcon Corporation: Revenue Share by Segment, 2022 (%)
Figure 81. Topcon Corporation: Revenue Share by Segment, 2023 (%)
Figure 82. Basf: Sales Revenue, 2021-2023 ($Million)
Figure 83. Basf: Research & Development Expenditure, 2021-2023 ($Million)
Figure 84. Basf: Revenue Share by Segment, 2023 (%)
Figure 85. Basf: Revenue Share by Region, 2023 (%)
Figure 86. Wipro Limited: Net Revenue, 2022-2024 ($Million)
Figure 87. Wipro Limited: Revenue Share by Segment, 2024 (%)
Figure 88. Wipro Limited: Revenue Share by Region, 2024 (%)
Figure 89. Yara International Asa: Net Revenue, 2021-2023 ($Million)
Figure 90. Yara International Asa: Revenue Share by Segment, 2023 (%)

Companies Mentioned

  • Trimble Inc.
  • AGCO Corporation.
  • Bayer AG
  • ecoRobotix SA
  • IBM Corporation
  • Microsoft Corporation
  • AgEagle Aerial Systems Inc.
  • CNH Industrial N.V.
  • TOPCON CORPORATION
  • John Deere
  • Indigo Ag
  • Agreena ApS
  • Gamaya
  • BASF
  • Digital Agriculture Services Pty Ltd
  • Bosch Global Software Technologies Pvt Ltd.
  • AGRIVI Ltd.
  • Wipro Limited
  • Small Robot Company
  • YARA International ASA

Methodology

The analyst offers exhaustive research and analysis based on a wide variety of factual inputs, which largely include interviews with industry participants, reliable statistics, and regional intelligence. The in-house industry experts play an instrumental role in designing analytic tools and models, tailored to the requirements of a particular industry segment. The primary research efforts include reaching out participants through mail, tele-conversations, referrals, professional networks, and face-to-face interactions.

They are also in professional corporate relations with various companies that allow them greater flexibility for reaching out to industry participants and commentators for interviews and discussions.

They also refer to a broad array of industry sources for their secondary research, which typically include; however, not limited to:

  • Company SEC filings, annual reports, company websites, broker & financial reports, and investor presentations for competitive scenario and shape of the industry
  • Scientific and technical writings for product information and related preemptions
  • Regional government and statistical databases for macro analysis
  • Authentic news articles and other related releases for market evaluation
  • Internal and external proprietary databases, key market indicators, and relevant press releases for market estimates and forecast

Furthermore, the accuracy of the data will be analyzed and validated by conducting additional primaries with various industry experts and KOLs. They also provide robust post-sales support to clients.

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