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Digital Agriculture Market by Type, Deployment, Application - Global Forecast 2025-2030

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    Report

  • 190 Pages
  • October 2024
  • Region: Global
  • 360iResearch™
  • ID: 5847075
UP TO OFF until Dec 31st 2024
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The Digital Agriculture Market grew from USD 19.88 billion in 2023 to USD 21.85 billion in 2024. It is expected to continue growing at a CAGR of 10.43%, reaching USD 39.84 billion by 2030.

Digital agriculture encompasses the integration of advanced technologies, such as IoT, AI, machine learning, and data analytics, in farming processes to optimize yield and sustainability while reducing costs and resource wastage. The rising necessity of digital agriculture stems from the need to address global food security challenges, climate change, and the increasing demand for efficient agricultural practices. It finds applications across precision farming, smart irrigation systems, drone-based crop monitoring, and predictive analytics for weather and soil conditions. The end-use scope includes traditional farmers, agribusinesses, and governments looking to modernize agricultural policy and ensure sustainable practices. Key factors influencing growth include technological advancements, increased investment in agritech startups, and supportive government initiatives aimed at fostering innovation. The expansion of internet penetration in rural areas enhances the adoption rate of digital farming solutions, making it a significant growth stimulant.

Emerging opportunities in the market include the development of autonomous farming equipment, blockchain applications for traceability, and the use of big data analytics for agronomic decisions. To capitalize on these opportunities, stakeholders must invest in R&D and form strategic partnerships to drive innovation and implementation at scale. However, challenges such as high initial costs, lack of digital literacy among farmers, and infrastructure constraints in developing regions can restrict market growth. Addressing these challenges involves providing affordable technology solutions, comprehensive training programs, and policy incentives for infrastructure development.

Innovation should focus on creating affordable IoT devices, expediting AI-based applications for real-time decision-making, and enhancing connectivity solutions for remote locations. Collaboration among technology providers, agricultural experts, and policymakers can spur an inclusive digital transformation of agriculture. The market is highly dynamic, with rapid technological advancements reshaping traditional agricultural practices. Companies that successfully navigate these changes through adaptive strategies, customer-centric solutions, and sustainable practices are poised to drive future growth in digital agriculture.

Understanding Market Dynamics in the Digital Agriculture Market

The Digital Agriculture Market is rapidly evolving, shaped by dynamic supply and demand trends. These insights provide companies with actionable intelligence to drive investments, develop strategies, and seize emerging opportunities. A comprehensive understanding of market dynamics also helps organizations mitigate political, geographical, technical, social, and economic risks while offering a clearer view of consumer behavior and its effects on manufacturing costs and purchasing decisions.
  • Market Drivers
    • Rising demand for agricultural production owing to increasing population
    • Increase approach of precision agriculture techniques to farming
    • Focus on disease detection in plants to improve farming
  • Market Restraints
    • Reluctance of farmers to adopt technology
  • Market Opportunities
    • Advancement of digital technologies such as IoT, machine learning, and AI for agriculture
    • Increase in availability of initiatives by the government to adopt digitalization in agriculture
  • Market Challenges
    • Growing concern regarding data management

Exploring Porter’s Five Forces for the Digital Agriculture Market

Porter’s Five Forces framework further strengthens the insights of the Digital Agriculture Market, delivering a clear and effective methodology for understanding the competitive landscape. This tool enables companies to evaluate their current competitive standing and explore strategic repositioning by assessing businesses’ power dynamics and market positioning. It is also instrumental in determining the profitability of new ventures, helping companies leverage their strengths, address weaknesses, and avoid potential pitfalls.

Applying PESTLE Analysis to the Digital Agriculture Market

External macro-environmental factors deeply influence the performance of the Digital Agriculture Market, and the PESTLE analysis provides a comprehensive framework for understanding these influences. By examining Political, Economic, Social, Technological, Legal, and Environmental elements, this analysis offers organizations critical insights into potential opportunities and risks. It also helps businesses anticipate changes in regulations, consumer behavior, and economic trends, enabling them to make informed, forward-looking decisions.

Analyzing Market Share in the Digital Agriculture Market

The Digital Agriculture Market share analysis evaluates vendor performance. This analysis provides a clear view of each vendor’s standing in the competitive landscape by comparing key metrics such as revenue, customer base, and other critical factors. Additionally, it highlights market concentration, fragmentation, and trends in consolidation, empowering vendors to make strategic decisions that enhance their market position.

Evaluating Vendor Success with the FPNV Positioning Matrix in the Digital Agriculture Market

The Digital Agriculture Market FPNV Positioning Matrix is crucial in evaluating vendors based on business strategy and product satisfaction levels. By segmenting vendors into four quadrants - Forefront (F), Pathfinder (P), Niche (N), and Vital (V) - this matrix helps users make well-informed decisions that best align with their unique needs and objectives in the market.

Strategic Recommendations for Success in the Digital Agriculture Market

The Digital Agriculture Market strategic analysis is essential for organizations aiming to strengthen their position in the global market. A comprehensive review of resources, capabilities, and performance helps businesses identify opportunities for improvement and growth. This approach empowers companies to navigate challenges in the increasingly competitive landscape, ensuring they capitalize on new opportunities and align with long-term success.

Key Company Profiles

The report delves into recent significant developments in the Digital Agriculture Market, highlighting leading vendors and their innovative profiles. These include Accenture PLC, AGCO Corporation, AgGateway, Agreena ApS, AgriWebb Pty Ltd., AKVA group ASA, Arable Labs, Inc., BASF SE, Bayer AG, Ceres Imaging, Inc., Cisco Systems, Inc., CropX Technologies Ltd., Deere & Company, DeLaval by Tetra Laval Group, DTN, LLC, Epicor Software Corporation, Eurofins Scientific, Farmers Business Network, Inc., Farmers Edge Inc., Gamaya by Mahindra & Mahindra, Hexagon AB, International Business Machines Corporation, Microsoft Corporation, PrecisionHawk, Inc. by Field Group, Raven Industries, Inc. by CNH Industrial N.V., Small Robot Company, Syngenta Crop Protection AG, SZ DJI Technology Co., Ltd., Taranis Visual Ltd., TELUS, Trimble Inc., and Vodafone Group PLC.

Market Segmentation & Coverage

This research report categorizes the Digital Agriculture Market to forecast the revenues and analyze trends in each of the following sub-markets:
  • Type
    • Hardware
      • Automation & Control Systems
      • Sensing & Monitoring Device
    • Service
    • Software
  • Deployment
    • Cloud
    • On-premises
  • Application
    • Crop Scouting
    • Field Mapping
    • Soil Monitoring
    • Variable Rate Application
    • Yield Monitoring
  • Region
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Mexico
      • United States
        • California
        • Florida
        • Illinois
        • New York
        • Ohio
        • Pennsylvania
        • Texas
    • Asia-Pacific
      • Australia
      • China
      • India
      • Indonesia
      • Japan
      • Malaysia
      • Philippines
      • Singapore
      • South Korea
      • Taiwan
      • Thailand
      • Vietnam
    • Europe, Middle East & Africa
      • Denmark
      • Egypt
      • Finland
      • France
      • Germany
      • Israel
      • Italy
      • Netherlands
      • Nigeria
      • Norway
      • Poland
      • Qatar
      • Russia
      • Saudi Arabia
      • South Africa
      • Spain
      • Sweden
      • Switzerland
      • Turkey
      • United Arab Emirates
      • United Kingdom

The report provides a detailed overview of the market, exploring several key areas:

  1. Market Penetration: A thorough examination of the current market landscape, featuring comprehensive data from leading industry players and analyzing their reach and influence across the market.
  2. Market Development: The report identifies significant growth opportunities in emerging markets and assesses expansion potential within established segments, providing a roadmap for future development.
  3. Market Diversification: In-depth coverage of recent product launches, untapped geographic regions, significant industry developments, and strategic investments reshaping the market landscape.
  4. Competitive Assessment & Intelligence: A detailed analysis of the competitive landscape, covering market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, technological advancements, and innovations in manufacturing by key market players.
  5. Product Development & Innovation: Insight into groundbreaking technologies, R&D efforts, and product innovations that will drive the market in future.

Additionally, the report addresses key questions to assist stakeholders in making informed decisions:

  1. What is the current size of the market, and how is it expected to grow?
  2. Which products, segments, and regions present the most attractive investment opportunities?
  3. What are the prevailing technology trends and regulatory factors influencing the market?
  4. How do top vendors rank regarding market share and competitive positioning?
  5. What revenue sources and strategic opportunities guide vendors' market entry or exit decisions?

Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders
2. Research Methodology
2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update
3. Executive Summary
4. Market Overview
5. Market Insights
5.1. Market Dynamics
5.1.1. Drivers
5.1.1.1. Rising demand for agricultural production owing to increasing population
5.1.1.2. Increase approach of precision agriculture techniques to farming
5.1.1.3. Focus on disease detection in plants to improve farming
5.1.2. Restraints
5.1.2.1. Reluctance of farmers to adopt technology
5.1.3. Opportunities
5.1.3.1. Advancement of digital technologies such as IoT, machine learning, and AI for agriculture
5.1.3.2. Increase in availability of initiatives by the government to adopt digitalization in agriculture
5.1.4. Challenges
5.1.4.1. Growing concern regarding data management
5.2. Market Segmentation Analysis
5.2.1. Type: Rising inclination towards digital agriculture services
5.2.2. Deployment: Advances of on cloud deployment for improved operational flexibility
5.2.3. Application: Improvements in soil monitoring using digital solutions
5.3. Porter’s Five Forces Analysis
5.3.1. Threat of New Entrants
5.3.2. Threat of Substitutes
5.3.3. Bargaining Power of Customers
5.3.4. Bargaining Power of Suppliers
5.3.5. Industry Rivalry
5.4. PESTLE Analysis
5.4.1. Political
5.4.2. Economic
5.4.3. Social
5.4.4. Technological
5.4.5. Legal
5.4.6. Environmental
6. Digital Agriculture Market, by Type
6.1. Introduction
6.2. Hardware
6.2.1. Automation & Control Systems
6.2.2. Sensing & Monitoring Device
6.3. Service
6.4. Software
7. Digital Agriculture Market, by Deployment
7.1. Introduction
7.2. Cloud
7.3. On-premises
8. Digital Agriculture Market, by Application
8.1. Introduction
8.2. Crop Scouting
8.3. Field Mapping
8.4. Soil Monitoring
8.5. Variable Rate Application
8.6. Yield Monitoring
9. Americas Digital Agriculture Market
9.1. Introduction
9.2. Argentina
9.3. Brazil
9.4. Canada
9.5. Mexico
9.6. United States
10. Asia-Pacific Digital Agriculture Market
10.1. Introduction
10.2. Australia
10.3. China
10.4. India
10.5. Indonesia
10.6. Japan
10.7. Malaysia
10.8. Philippines
10.9. Singapore
10.10. South Korea
10.11. Taiwan
10.12. Thailand
10.13. Vietnam
11. Europe, Middle East & Africa Digital Agriculture Market
11.1. Introduction
11.2. Denmark
11.3. Egypt
11.4. Finland
11.5. France
11.6. Germany
11.7. Israel
11.8. Italy
11.9. Netherlands
11.10. Nigeria
11.11. Norway
11.12. Poland
11.13. Qatar
11.14. Russia
11.15. Saudi Arabia
11.16. South Africa
11.17. Spain
11.18. Sweden
11.19. Switzerland
11.20. Turkey
11.21. United Arab Emirates
11.22. United Kingdom
12. Competitive Landscape
12.1. Market Share Analysis, 2023
12.2. FPNV Positioning Matrix, 2023
12.3. Competitive Scenario Analysis
12.3.1. Barchart and AgVision Announce Integration Partnership For Digital Agriculture
12.3.2. Copa-Cogeca and ESA Launch Partnership to Secure The Future of Sustainable and Digital Agriculture
12.3.3. BASF Launches New Xarvio Agro Experts Program In Brazil To Increase Access And Use Of Digital Farming Technologies
12.4. Strategy Analysis & Recommendation
List of Figures
FIGURE 1. DIGITAL AGRICULTURE MARKET RESEARCH PROCESS
FIGURE 2. DIGITAL AGRICULTURE MARKET SIZE, 2023 VS 2030
FIGURE 3. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 4. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 5. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 6. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
FIGURE 7. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 8. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
FIGURE 9. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 10. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
FIGURE 11. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 12. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 13. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 14. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2023 VS 2030 (%)
FIGURE 15. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 16. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 17. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 18. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
FIGURE 19. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
FIGURE 20. DIGITAL AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2023
FIGURE 21. DIGITAL AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2023
List of Tables
TABLE 1. DIGITAL AGRICULTURE MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
TABLE 3. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 4. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
TABLE 5. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 6. DIGITAL AGRICULTURE MARKET DYNAMICS
TABLE 7. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 8. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 9. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AUTOMATION & CONTROL SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
TABLE 10. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SENSING & MONITORING DEVICE, BY REGION, 2018-2030 (USD MILLION)
TABLE 11. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 12. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, BY REGION, 2018-2030 (USD MILLION)
TABLE 13. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 14. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 15. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
TABLE 16. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
TABLE 17. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 18. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP SCOUTING, BY REGION, 2018-2030 (USD MILLION)
TABLE 19. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD MAPPING, BY REGION, 2018-2030 (USD MILLION)
TABLE 20. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOIL MONITORING, BY REGION, 2018-2030 (USD MILLION)
TABLE 21. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY VARIABLE RATE APPLICATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 22. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY YIELD MONITORING, BY REGION, 2018-2030 (USD MILLION)
TABLE 23. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 24. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 25. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 26. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 27. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 28. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 29. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 30. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 31. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 32. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 33. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 34. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 35. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 36. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 37. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 38. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 39. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 40. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 41. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 42. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 43. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 44. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 45. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 46. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 47. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 48. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
TABLE 49. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 50. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 51. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 52. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 53. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 54. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 55. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 56. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 57. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 58. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 59. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 60. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 61. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 62. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 63. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 64. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 65. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 66. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 67. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 68. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 69. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 70. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 71. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 72. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 73. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 74. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 75. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 76. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 77. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 78. PHILIPPINES DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 79. PHILIPPINES DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 80. PHILIPPINES DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 81. PHILIPPINES DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 82. SINGAPORE DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 83. SINGAPORE DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 84. SINGAPORE DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 85. SINGAPORE DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 86. SOUTH KOREA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 87. SOUTH KOREA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 88. SOUTH KOREA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 89. SOUTH KOREA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 90. TAIWAN DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 91. TAIWAN DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 92. TAIWAN DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 93. TAIWAN DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 94. THAILAND DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 95. THAILAND DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 96. THAILAND DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 97. THAILAND DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 98. VIETNAM DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 99. VIETNAM DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 100. VIETNAM DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 101. VIETNAM DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 102. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 103. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 104. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 105. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 106. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 107. DENMARK DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 108. DENMARK DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 109. DENMARK DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 110. DENMARK DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 111. EGYPT DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 112. EGYPT DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 113. EGYPT DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 114. EGYPT DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 115. FINLAND DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 116. FINLAND DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 117. FINLAND DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 118. FINLAND DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 119. FRANCE DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 120. FRANCE DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 121. FRANCE DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 122. FRANCE DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 123. GERMANY DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 124. GERMANY DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 125. GERMANY DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 126. GERMANY DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 127. ISRAEL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 128. ISRAEL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 129. ISRAEL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 130. ISRAEL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 131. ITALY DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 132. ITALY DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 133. ITALY DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 134. ITALY DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 135. NETHERLANDS DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 136. NETHERLANDS DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 137. NETHERLANDS DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 138. NETHERLANDS DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 139. NIGERIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 140. NIGERIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 141. NIGERIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 142. NIGERIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 143. NORWAY DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 144. NORWAY DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 145. NORWAY DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 146. NORWAY DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 147. POLAND DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 148. POLAND DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 149. POLAND DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 150. POLAND DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 151. QATAR DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 152. QATAR DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 153. QATAR DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 154. QATAR DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 155. RUSSIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 156. RUSSIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 157. RUSSIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 158. RUSSIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 159. SAUDI ARABIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 160. SAUDI ARABIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 161. SAUDI ARABIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 162. SAUDI ARABIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 163. SOUTH AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 164. SOUTH AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 165. SOUTH AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 166. SOUTH AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 167. SPAIN DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 168. SPAIN DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 169. SPAIN DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 170. SPAIN DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 171. SWEDEN DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 172. SWEDEN DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 173. SWEDEN DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 174. SWEDEN DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 175. SWITZERLAND DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 176. SWITZERLAND DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 177. SWITZERLAND DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 178. SWITZERLAND DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 179. TURKEY DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 180. TURKEY DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 181. TURKEY DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 182. TURKEY DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 183. UNITED ARAB EMIRATES DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 184. UNITED ARAB EMIRATES DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 185. UNITED ARAB EMIRATES DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 186. UNITED ARAB EMIRATES DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 187. UNITED KINGDOM DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
TABLE 188. UNITED KINGDOM DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 189. UNITED KINGDOM DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
TABLE 190. UNITED KINGDOM DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
TABLE 191. DIGITAL AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2023
TABLE 192. DIGITAL AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2023

Companies Mentioned

The leading players in the Digital Agriculture Market, which are profiled in this report, include:
  • Accenture PLC
  • AGCO Corporation
  • AgGateway
  • Agreena ApS
  • AgriWebb Pty Ltd.
  • AKVA group ASA
  • Arable Labs, Inc.
  • BASF SE
  • Bayer AG
  • Ceres Imaging, Inc.
  • Cisco Systems, Inc.
  • CropX Technologies Ltd.
  • Deere & Company
  • DeLaval by Tetra Laval Group
  • DTN, LLC
  • Epicor Software Corporation
  • Eurofins Scientific
  • Farmers Business Network, Inc.
  • Farmers Edge Inc.
  • Gamaya by Mahindra & Mahindra
  • Hexagon AB
  • International Business Machines Corporation
  • Microsoft Corporation
  • PrecisionHawk, Inc. by Field Group
  • Raven Industries, Inc. by CNH Industrial N.V.
  • Small Robot Company
  • Syngenta Crop Protection AG
  • SZ DJI Technology Co., Ltd.
  • Taranis Visual Ltd.
  • TELUS
  • Trimble Inc.
  • Vodafone Group PLC

Methodology

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Table Information