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Digital Agriculture Market by Product Type (Hardware, Service, Software), Services (Consulting Services, Managed Services, Support and Maintenance), Technologies, Farming Type, Applications, End User - Global Forecast 2025-2030

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  • 184 Pages
  • August 2025
  • Region: Global
  • 360iResearch™
  • ID: 5847075
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The Digital Agriculture Market grew from USD 21.85 billion in 2024 to USD 24.08 billion in 2025. It is expected to continue growing at a CAGR of 10.52%, reaching USD 39.84 billion by 2030.

Exploring the Cutting-Edge Innovations and Emerging Trends That Are Defining the Future of Digital Agriculture and Revolutionizing Farming Practices Globally

The convergence of advanced technologies and evolving agricultural practices is setting the stage for a new era in global food production. Fueled by breakthroughs in data analytics robotics and remote sensing, farming is transforming into a highly optimized domain where real-time insights drive critical decisions. As climate pressures intensify and resource constraints become more pronounced, digital agriculture offers a pathway to greater efficiency sustainability and resilience across value chains. This introduction outlines the key forces propelling this technological revolution and frames the central themes that will guide our analysis.

Building on recent progress in artificial intelligence and the proliferation of Internet of Things devices, farmers and agribusiness leaders are embracing connected systems that deliver predictive insights into crop health yields and resource utilization. At the same time, expanding cross-border trade complexities and evolving regulatory landscapes are driving a reexamination of supply chain structures and risk mitigation strategies. Ultimately, this research seeks to illuminate how these converging dynamics are reshaping market priorities and investment imperatives. Through an authoritative lens we begin by exploring foundational trends before delving deeper into the shifts and impacts that will define the future of agriculture.

Unveiling the Most Transformative Technological and Strategic Shifts That Are Reshaping Agricultural Value Chains and Driving New Growth Opportunities Across the Sector

An array of transformative shifts is reshaping the agricultural landscape from the ground up. Rapid advancements in robotics and automation are enabling autonomous field operations that reduce labor dependency while enhancing precision. Simultaneously, the integration of AI driven predictive analytics with satellite and drone imaging has created a new paradigm for early disease detection and yield optimization. These innovations are complemented by the expansion of cloud based platforms, which facilitate seamless collaboration between stakeholders across geographies and disciplines.

Moreover, strategic partnerships between technology providers agronomists and research institutes are accelerating the development of bespoke solutions tailored to local soil and climatic conditions. As a result, farming is transitioning from tradition based methods to data driven decision making, transforming risk management and resource allocation. Furthermore, regulatory bodies are increasingly focusing on traceability and sustainability standards. This regulatory impetus is driving adoption of blockchain enabled supply chain platforms that verify provenance and ensure compliance. Taken together, these shifts underscore a broader trend toward integrated digital ecosystems where data flows freely to inform every stage of the agricultural lifecycle.

Assessing the Far-Reaching Consequences of US Tariff Policy Adjustments and Their Influence on Supply Chains Pricing and Competitiveness in 2025 Agriculture

The implementation of new United States tariff measures in 2025 has introduced significant complexity into established agricultural supply chains. Across key commodity segments from grains to specialized horticultural exports, higher import duties have triggered a reconfiguration of sourcing strategies. In response to elevated costs and margin pressures, agribusinesses have accelerated the adoption of localized production capabilities and domestic processing infrastructures to mitigate dependency on international suppliers.

In parallel, these tariffs have spurred increased investment in advanced analytics platforms that enable more dynamic pricing strategies and real time demand forecasting. Stakeholders are leveraging predictive models to identify alternative input suppliers and optimize logistics networks. This emphasis on agility has also fueled partnerships between technology firms and logistics providers to develop integrated solutions for end to end visibility. Additionally, the policy changes have catalyzed discussions on the resilience of global food systems, prompting industry leaders to advocate for diversified trade agreements and more robust risk management frameworks.

Consequently, the ripple effects of the 2025 tariff adjustments extend beyond cost inflation, driving a strategic reevaluation of supply chain design and accelerating digital transformation initiatives aimed at reducing trade exposure while maintaining competitive positioning.

Unlocking Critical Insights Through Comprehensive Segmentation Across Product Types Services Technologies Farming Methods Applications and End Users for Deeper Market Understanding

A nuanced understanding of market segmentation is essential for capturing opportunities across the digital agriculture ecosystem. Product type segmentation examines hardware innovations including advanced imaging devices drones precision GPS and GNSS tools alongside a network of sensors that collect essential environmental data. Beyond physical assets, services segmentation comprises expert consulting on business strategy risk management and technology implementation supported by managed offerings like data as a service infrastructure management and subscription based agronomic guidance as well as comprehensive support and maintenance for both field equipment and continuous software updates.

Technological segmentation highlights the role of artificial intelligence and machine learning in automated decision making predictive analytics and early disease detection, while cloud computing underpins data storage remote management systems and Software as a Service applications that deliver scalable solutions. The proliferation of IoT devices such as drones field sensors and livestock monitoring systems further exemplifies how interconnectivity is driving agricultural efficiency. Beyond technology, segmentation by farming type differentiates between indoor controlled environment systems and traditional outdoor operations. Meanwhile, application segmentation spans crop monitoring through drone surveying and satellite imaging, precision farming enabled by variable rate technology, resource management for water energy and soil health, and supply chain management from demand forecasting to procurement optimization. Finally, end user segmentation covers the spectrum from large agribusiness enterprises and independent farmers to government agencies and research institutes, each requiring tailored solutions to meet unique objectives and regulatory mandates.

Deriving Actionable Regional Perspectives From the Americas Europe Middle East Africa and Asia-Pacific and Their Unique Drivers Challenges and Opportunities in Digital Agriculture

Regional dynamics play a pivotal role in shaping digital agriculture adoption. In the Americas, large scale commercial farms leverage extensive data platforms and precision equipment to maximize yield per hectare, while smaller operations are increasingly adopting subscription based agronomic support to access cutting edge analytics. Progressive regulatory frameworks and public funding in North and South America are accelerating the deployment of automated irrigation and crop monitoring systems, driving a robust ecosystem of local technology providers.

In Europe Middle East and Africa, diverse climatic zones and regulatory environments are fostering unique innovation pathways. Northern European nations emphasize sustainability metrics and carbon footprint tracking, integrating blockchain based traceability into supply chains. The Middle East is investing heavily in controlled environment agriculture to overcome water scarcity challenges, whereas select African regions benefit from mobile based advisory services that deliver weather and soil data directly to smallholder farmers, bridging infrastructure gaps.

Across Asia-Pacific, rapid urbanization and government incentives for digital transformation are spurring growth in farm management software and AI driven disease detection. Leading agricultural economies in the region are piloting robotics for labor intensive tasks, while emerging markets are expanding connectivity infrastructure to support IoT device networks. These varied regional priorities underscore the importance of localized strategies and adaptable technology roadmaps.

Highlighting the Strategic Positioning and Growth Narratives of Leading Agricultural Technology Providers and Their Role in Shaping the Innovation Landscape in Digital Farming

The digital agriculture landscape is marked by a blend of established multinationals and agile start ups, each contributing unique strengths. Leading technology providers are extending their portfolios through acquisitions and strategic alliances to offer end to end solutions from sensor networks to decision support software. Meanwhile, specialized software vendors are deepening AI and machine learning capabilities to deliver advanced predictive analytics and automated decision making tools.

Service orchestration is emerging as a critical differentiator, with key players bundling consulting expertise subscriptive agronomic support and system integration services to provide cohesive digital transformation journeys. On the hardware front, innovative firms are launching next generation sensors and imaging devices that deliver higher resolution data while reducing power consumption and deployment complexity. Concurrently, cloud platform specialists are enhancing interoperability and security features to support the growing demands of real time data processing.

Research institutes and regulatory entities are also shaping vendor roadmaps through collaborative R&D initiatives focused on sustainability metrics and compliance solutions. This collaborative ecosystem underscores the importance of strategic partnerships and agile business models, with top performing companies demonstrating the ability to adapt product roadmaps and service offerings in response to evolving farmer needs and regulatory shifts.

Delivering Pragmatic and Forward-Looking Strategic Recommendations to Empower Industry Leaders to Capitalize on Technological Advances and Navigate Emerging Market Dynamics

To capitalize on the rapid evolution of digital agriculture, industry leaders must embrace a dual approach of technological investment and organizational agility. First, prioritizing modular technology architectures will enable seamless integration of new sensor types analytics engines and automation platforms as they emerge. Furthermore, establishing cross functional teams that bridge agronomy with data science fosters a culture of continuous innovation and rapid iteration.

Second, forging strategic collaborations with logistics providers research institutions and regional policymakers can unlock access to critical resources and influence regulatory frameworks. By engaging proactively in standards development for data interoperability traceability and sustainability reporting, organizations can position themselves as industry pioneers. Additionally, investing in localized skill development programs ensures that end users gain proficiency in new tools and methodologies, accelerating adoption and reinforcing client relationships.

Finally, embedding robust risk management protocols into digital initiatives will safeguard against supply chain disruptions and data security threats. Leveraging predictive analytics not only for crop performance but also for scenario planning around trade policies and climate variability strengthens resilience. Collectively these recommendations chart a course toward sustainable growth and enduring competitive advantage in a dynamic market environment.

Providing a Transparent Overview of Rigorous Research Protocols Data Collection Techniques and Analytical Approaches Underpinning the Credibility of Our Agricultural Market Study

This market analysis draws on a rigorous blend of primary and secondary research methodologies to ensure depth and reliability. Primary research includes structured interviews with agribusiness executives technology vendors and end users across multiple regions to capture firsthand insights on adoption challenges and innovation strategies. These qualitative findings are complemented by in depth case studies that illustrate successful digital agriculture implementations and lessons learned.

Secondary research encompasses a comprehensive review of peer reviewed journals industry white papers regulatory filings and government publications, providing historical context and trend validation. Data triangulation techniques were applied to align disparate information sources, while qualitative coding frameworks were used to systematically categorize thematic insights. Analytical models including SWOT and scenario planning were employed to evaluate risk factors and forecast strategic implications without projecting explicit market values.

To maintain transparency, all data points have been cross verified with multiple independent sources and vetted through expert panel reviews. This methodological rigor underpins the credibility of our findings and ensures that stakeholders can rely on these insights to inform strategic decision making with confidence.

Drawing Evidence-Based Conclusions That Synthesize Critical Trends Insights and Strategic Implications to Guide Stakeholders Toward Sustainable Success in Digital Agriculture

Throughout this report we have identified key drivers such as AI powered analytics advanced sensor networks and evolving trade policies that are converging to redefine agricultural practices and supply chains. The cumulative effect of these factors underscores a shift toward integrated digital ecosystems that enhance productivity resilience and sustainability. By segmenting the market across products services technologies farming types applications and end users, we have revealed nuanced insights essential for tailored solution development.

Regional analysis highlighted how regulatory frameworks and infrastructure maturity influence adoption pathways, while company profiling demonstrated the importance of strategic partnerships and agile business models. Our recommendations advocate for modular architectures cross functional collaboration and proactive policy engagement to harness emerging opportunities and mitigate risks.

In conclusion, digital agriculture represents a transformative frontier that demands a holistic approach blending cutting edge technology innovation with strong governance and local adaptability. Stakeholders equipped with these synthesized insights are well positioned to drive meaningful impact and navigate the complex dynamics of the modern agricultural landscape.

Market Segmentation & Coverage

This research report categorizes to forecast the revenues and analyze trends in each of the following sub-segmentations:
  • Product Type
    • Hardware
      • Cameras And Imaging Devices
      • Drones
      • GPS And GNSS Devices
      • Sensors
    • Service
      • Consulting Services
      • Support And Maintenance
      • System Integration
    • Software
      • Data Analytics And AI Software
      • Farm Management Software
        • Livestock Monitoring
        • Precision Farming
  • Services
    • Consulting Services
      • Business Strategy
      • Risk Management
      • Technology Implementation
    • Managed Services
      • Data as a Service (DaaS)
      • Infrastructure Management
      • Subscription-Based Agronomic Support
    • Support and Maintenance
      • Field Equipment Maintenance
      • Software Updates
      • Technical Support
  • Technologies
    • AI and Machine Learning
      • Automated Decision Making
      • Crop Disease Detection
      • Predictive Analytics
    • Cloud Computing
      • Data Storage
      • Remote Management Systems
      • Software as a Service (SaaS) Applications
    • IoT Devices
      • Drones
      • Field Sensors
      • Livestock Monitoring Devices
    • Robotics and Automation
  • Farming Type
    • Indoor Farming
    • Outdoor Farming
  • Applications
    • Crop Monitoring
      • Drone Surveying
      • Field Sensors
      • Satellite Imaging
    • Precision Farming
      • Field Mapping
      • In-Field Monitoring
      • Variable Rate Technology
    • Resource Management
      • Energy Management
      • Soil Management
      • Water Management
    • Supply Chain Management
      • Demand Forecasting
      • Inventory Tracking
      • Procurement Optimization
  • End User
    • Agribusinesses
    • Farmers
    • Government And Regulatory Body
    • Research Institutes
This research report categorizes to forecast the revenues and analyze trends in each of the following sub-regions:
  • Americas
    • United States
      • California
      • Texas
      • New York
      • Florida
      • Illinois
      • Pennsylvania
      • Ohio
    • Canada
    • Mexico
    • Brazil
    • Argentina
  • Europe, Middle East & Africa
    • United Kingdom
    • Germany
    • France
    • Russia
    • Italy
    • Spain
    • United Arab Emirates
    • Saudi Arabia
    • South Africa
    • Denmark
    • Netherlands
    • Qatar
    • Finland
    • Sweden
    • Nigeria
    • Egypt
    • Turkey
    • Israel
    • Norway
    • Poland
    • Switzerland
  • Asia-Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
    • Indonesia
    • Thailand
    • Philippines
    • Malaysia
    • Singapore
    • Vietnam
    • Taiwan
This research report delves into recent significant developments and analyzes trends in each of the following companies:
  • 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 Agriculture Solutions Inc.
  • Trimble Inc.
  • Vodafone Group PLC

 

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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
4.1. Introduction
4.2. Market Sizing & Forecasting
5. Market Dynamics
5.1. Adoption of AI-driven predictive analytics platforms to optimize crop yield and resource use
5.2. Integration of drone-based multispectral imaging with machine learning for real-time field diagnostics
5.3. Deployment of IoT sensor networks for precision irrigation management and water conservation
5.4. Implementation of blockchain-enabled traceability solutions across agricultural supply chains
5.5. Development of robotic harvesters equipped with computer vision for selective fruit picking
5.6. Utilization of satellite imagery combined with big data analytics for yield forecasting accuracy
5.7. Advancement of digital twin technology for simulating and optimizing farm operational workflows
6. Market Insights
6.1. Porter’s Five Forces Analysis
6.2. PESTLE Analysis
7. Cumulative Impact of United States Tariffs 2025
8. Digital Agriculture Market, by Product Type
8.1. Introduction
8.2. Hardware
8.2.1. Cameras And Imaging Devices
8.2.2. Drones
8.2.3. GPS And GNSS Devices
8.2.4. Sensors
8.3. Service
8.3.1. Consulting Services
8.3.2. Support And Maintenance
8.3.3. System Integration
8.4. Software
8.4.1. Data Analytics And AI Software
8.4.2. Farm Management Software
8.4.2.1. Livestock Monitoring
8.4.2.2. Precision Farming
9. Digital Agriculture Market, by Services
9.1. Introduction
9.2. Consulting Services
9.2.1. Business Strategy
9.2.2. Risk Management
9.2.3. Technology Implementation
9.3. Managed Services
9.3.1. Data as a Service (DaaS)
9.3.2. Infrastructure Management
9.3.3. Subscription-Based Agronomic Support
9.4. Support and Maintenance
9.4.1. Field Equipment Maintenance
9.4.2. Software Updates
9.4.3. Technical Support
10. Digital Agriculture Market, by Technologies
10.1. Introduction
10.2. AI and Machine Learning
10.2.1. Automated Decision Making
10.2.2. Crop Disease Detection
10.2.3. Predictive Analytics
10.3. Cloud Computing
10.3.1. Data Storage
10.3.2. Remote Management Systems
10.3.3. Software as a Service (SaaS) Applications
10.4. IoT Devices
10.4.1. Drones
10.4.2. Field Sensors
10.4.3. Livestock Monitoring Devices
10.5. Robotics and Automation
11. Digital Agriculture Market, by Farming Type
11.1. Introduction
11.2. Indoor Farming
11.3. Outdoor Farming
12. Digital Agriculture Market, by Applications
12.1. Introduction
12.2. Crop Monitoring
12.2.1. Drone Surveying
12.2.2. Field Sensors
12.2.3. Satellite Imaging
12.3. Precision Farming
12.3.1. Field Mapping
12.3.2. In-Field Monitoring
12.3.3. Variable Rate Technology
12.4. Resource Management
12.4.1. Energy Management
12.4.2. Soil Management
12.4.3. Water Management
12.5. Supply Chain Management
12.5.1. Demand Forecasting
12.5.2. Inventory Tracking
12.5.3. Procurement Optimization
13. Digital Agriculture Market, by End User
13.1. Introduction
13.2. Agribusinesses
13.3. Farmers
13.4. Government And Regulatory Body
13.5. Research Institutes
14. Americas Digital Agriculture Market
14.1. Introduction
14.2. United States
14.3. Canada
14.4. Mexico
14.5. Brazil
14.6. Argentina
15. Europe, Middle East & Africa Digital Agriculture Market
15.1. Introduction
15.2. United Kingdom
15.3. Germany
15.4. France
15.5. Russia
15.6. Italy
15.7. Spain
15.8. United Arab Emirates
15.9. Saudi Arabia
15.10. South Africa
15.11. Denmark
15.12. Netherlands
15.13. Qatar
15.14. Finland
15.15. Sweden
15.16. Nigeria
15.17. Egypt
15.18. Turkey
15.19. Israel
15.20. Norway
15.21. Poland
15.22. Switzerland
16. Asia-Pacific Digital Agriculture Market
16.1. Introduction
16.2. China
16.3. India
16.4. Japan
16.5. Australia
16.6. South Korea
16.7. Indonesia
16.8. Thailand
16.9. Philippines
16.10. Malaysia
16.11. Singapore
16.12. Vietnam
16.13. Taiwan
17. Competitive Landscape
17.1. Market Share Analysis, 2024
17.2. FPNV Positioning Matrix, 2024
17.3. Competitive Analysis
17.3.1. Accenture PLC
17.3.2. AGCO Corporation
17.3.3. AgGateway
17.3.4. Agreena ApS
17.3.5. AgriWebb Pty Ltd.
17.3.6. AKVA group ASA
17.3.7. Arable Labs, Inc.
17.3.8. BASF SE
17.3.9. Bayer AG
17.3.10. Ceres Imaging, Inc.
17.3.11. Cisco Systems, Inc.
17.3.12. CropX Technologies Ltd.
17.3.13. Deere & Company
17.3.14. DeLaval by Tetra Laval Group
17.3.15. DTN, LLC
17.3.16. Epicor Software Corporation
17.3.17. Eurofins Scientific
17.3.18. Farmers Business Network, Inc.
17.3.19. Farmers Edge Inc.
17.3.20. Gamaya by Mahindra & Mahindra
17.3.21. Hexagon AB
17.3.22. International Business Machines Corporation
17.3.23. Microsoft Corporation
17.3.24. PrecisionHawk, Inc. by Field Group
17.3.25. Raven Industries, Inc. by CNH Industrial N.V.
17.3.26. Small Robot Company
17.3.27. Syngenta Crop Protection AG
17.3.28. SZ DJI Technology Co., Ltd.
17.3.29. Taranis Visual Ltd.
17.3.30. TELUS Agriculture Solutions Inc.
17.3.31. Trimble Inc.
17.3.32. Vodafone Group PLC
18. ResearchAI
19. ResearchStatistics
20. ResearchContacts
21. ResearchArticles
22. Appendix
List of Figures
FIGURE 1. DIGITAL AGRICULTURE MARKET RESEARCH PROCESS
FIGURE 2. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 3. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 4. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 5. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2024 VS 2030 (%)
FIGURE 6. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2024 VS 2030 (%)
FIGURE 8. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2024 VS 2030 (%)
FIGURE 10. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2024 VS 2030 (%)
FIGURE 12. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 13. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2024 VS 2030 (%)
FIGURE 14. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 15. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2024 VS 2030 (%)
FIGURE 16. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 17. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 18. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 19. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 20. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 21. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 22. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 23. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 24. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 25. DIGITAL AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 26. DIGITAL AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2024
FIGURE 27. DIGITAL AGRICULTURE MARKET: RESEARCHAI
FIGURE 28. DIGITAL AGRICULTURE MARKET: RESEARCHSTATISTICS
FIGURE 29. DIGITAL AGRICULTURE MARKET: RESEARCHCONTACTS
FIGURE 30. DIGITAL AGRICULTURE MARKET: RESEARCHARTICLES
List of Tables
TABLE 1. DIGITAL AGRICULTURE MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
TABLE 3. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, 2018-2024 (USD MILLION)
TABLE 4. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, 2025-2030 (USD MILLION)
TABLE 5. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
TABLE 6. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
TABLE 7. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 8. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 9. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2024 (USD MILLION)
TABLE 10. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2025-2030 (USD MILLION)
TABLE 11. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 12. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 13. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CAMERAS AND IMAGING DEVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 14. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CAMERAS AND IMAGING DEVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 15. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DRONES, BY REGION, 2018-2024 (USD MILLION)
TABLE 16. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DRONES, BY REGION, 2025-2030 (USD MILLION)
TABLE 17. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY GPS AND GNSS DEVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 18. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY GPS AND GNSS DEVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 19. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SENSORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 20. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SENSORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 21. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 22. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 23. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, BY REGION, 2018-2024 (USD MILLION)
TABLE 24. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, BY REGION, 2025-2030 (USD MILLION)
TABLE 25. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 26. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 27. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
TABLE 28. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2025-2030 (USD MILLION)
TABLE 29. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SYSTEM INTEGRATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 30. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SYSTEM INTEGRATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 31. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2024 (USD MILLION)
TABLE 32. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2025-2030 (USD MILLION)
TABLE 33. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 34. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 35. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DATA ANALYTICS AND AI SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 36. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DATA ANALYTICS AND AI SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 37. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 38. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 39. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2018-2024 (USD MILLION)
TABLE 40. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2025-2030 (USD MILLION)
TABLE 41. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY REGION, 2018-2024 (USD MILLION)
TABLE 42. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY REGION, 2025-2030 (USD MILLION)
TABLE 43. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2024 (USD MILLION)
TABLE 44. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2025-2030 (USD MILLION)
TABLE 45. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 46. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 47. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 48. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 49. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 50. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 51. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY BUSINESS STRATEGY, BY REGION, 2018-2024 (USD MILLION)
TABLE 52. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY BUSINESS STRATEGY, BY REGION, 2025-2030 (USD MILLION)
TABLE 53. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RISK MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 54. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RISK MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 55. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGY IMPLEMENTATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 56. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGY IMPLEMENTATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 57. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2024 (USD MILLION)
TABLE 58. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2025-2030 (USD MILLION)
TABLE 59. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 60. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 61. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DATA AS A SERVICE (DAAS), BY REGION, 2018-2024 (USD MILLION)
TABLE 62. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DATA AS A SERVICE (DAAS), BY REGION, 2025-2030 (USD MILLION)
TABLE 63. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY INFRASTRUCTURE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 64. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY INFRASTRUCTURE MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 65. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUBSCRIPTION-BASED AGRONOMIC SUPPORT, BY REGION, 2018-2024 (USD MILLION)
TABLE 66. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUBSCRIPTION-BASED AGRONOMIC SUPPORT, BY REGION, 2025-2030 (USD MILLION)
TABLE 67. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2024 (USD MILLION)
TABLE 68. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2025-2030 (USD MILLION)
TABLE 69. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
TABLE 70. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2025-2030 (USD MILLION)
TABLE 71. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD EQUIPMENT MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
TABLE 72. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD EQUIPMENT MAINTENANCE, BY REGION, 2025-2030 (USD MILLION)
TABLE 73. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE UPDATES, BY REGION, 2018-2024 (USD MILLION)
TABLE 74. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE UPDATES, BY REGION, 2025-2030 (USD MILLION)
TABLE 75. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNICAL SUPPORT, BY REGION, 2018-2024 (USD MILLION)
TABLE 76. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNICAL SUPPORT, BY REGION, 2025-2030 (USD MILLION)
TABLE 77. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2024 (USD MILLION)
TABLE 78. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2025-2030 (USD MILLION)
TABLE 79. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2024 (USD MILLION)
TABLE 80. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2025-2030 (USD MILLION)
TABLE 81. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 82. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 83. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AUTOMATED DECISION MAKING, BY REGION, 2018-2024 (USD MILLION)
TABLE 84. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AUTOMATED DECISION MAKING, BY REGION, 2025-2030 (USD MILLION)
TABLE 85. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP DISEASE DETECTION, BY REGION, 2018-2024 (USD MILLION)
TABLE 86. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP DISEASE DETECTION, BY REGION, 2025-2030 (USD MILLION)
TABLE 87. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
TABLE 88. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
TABLE 89. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 90. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 91. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, BY REGION, 2018-2024 (USD MILLION)
TABLE 92. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, BY REGION, 2025-2030 (USD MILLION)
TABLE 93. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DATA STORAGE, BY REGION, 2018-2024 (USD MILLION)
TABLE 94. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DATA STORAGE, BY REGION, 2025-2030 (USD MILLION)
TABLE 95. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REMOTE MANAGEMENT SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
TABLE 96. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REMOTE MANAGEMENT SYSTEMS, BY REGION, 2025-2030 (USD MILLION)
TABLE 97. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE AS A SERVICE (SAAS) APPLICATIONS, BY REGION, 2018-2024 (USD MILLION)
TABLE 98. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE AS A SERVICE (SAAS) APPLICATIONS, BY REGION, 2025-2030 (USD MILLION)
TABLE 99. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2024 (USD MILLION)
TABLE 100. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2025-2030 (USD MILLION)
TABLE 101. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 102. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 103. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DRONES, BY REGION, 2018-2024 (USD MILLION)
TABLE 104. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DRONES, BY REGION, 2025-2030 (USD MILLION)
TABLE 105. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD SENSORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 106. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD SENSORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 107. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING DEVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 108. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING DEVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 109. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2024 (USD MILLION)
TABLE 110. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2025-2030 (USD MILLION)
TABLE 111. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY ROBOTICS AND AUTOMATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 112. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY ROBOTICS AND AUTOMATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 113. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2024 (USD MILLION)
TABLE 114. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2025-2030 (USD MILLION)
TABLE 115. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY INDOOR FARMING, BY REGION, 2018-2024 (USD MILLION)
TABLE 116. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY INDOOR FARMING, BY REGION, 2025-2030 (USD MILLION)
TABLE 117. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY OUTDOOR FARMING, BY REGION, 2018-2024 (USD MILLION)
TABLE 118. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY OUTDOOR FARMING, BY REGION, 2025-2030 (USD MILLION)
TABLE 119. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2024 (USD MILLION)
TABLE 120. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2025-2030 (USD MILLION)
TABLE 121. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, BY REGION, 2018-2024 (USD MILLION)
TABLE 122. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, BY REGION, 2025-2030 (USD MILLION)
TABLE 123. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DRONE SURVEYING, BY REGION, 2018-2024 (USD MILLION)
TABLE 124. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DRONE SURVEYING, BY REGION, 2025-2030 (USD MILLION)
TABLE 125. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD SENSORS, BY REGION, 2018-2024 (USD MILLION)
TABLE 126. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD SENSORS, BY REGION, 2025-2030 (USD MILLION)
TABLE 127. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SATELLITE IMAGING, BY REGION, 2018-2024 (USD MILLION)
TABLE 128. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SATELLITE IMAGING, BY REGION, 2025-2030 (USD MILLION)
TABLE 129. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
TABLE 130. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2025-2030 (USD MILLION)
TABLE 131. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY REGION, 2018-2024 (USD MILLION)
TABLE 132. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY REGION, 2025-2030 (USD MILLION)
TABLE 133. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD MAPPING, BY REGION, 2018-2024 (USD MILLION)
TABLE 134. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD MAPPING, BY REGION, 2025-2030 (USD MILLION)
TABLE 135. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY IN-FIELD MONITORING, BY REGION, 2018-2024 (USD MILLION)
TABLE 136. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY IN-FIELD MONITORING, BY REGION, 2025-2030 (USD MILLION)
TABLE 137. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY VARIABLE RATE TECHNOLOGY, BY REGION, 2018-2024 (USD MILLION)
TABLE 138. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY VARIABLE RATE TECHNOLOGY, BY REGION, 2025-2030 (USD MILLION)
TABLE 139. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
TABLE 140. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2025-2030 (USD MILLION)
TABLE 141. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 142. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 143. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY ENERGY MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 144. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY ENERGY MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 145. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOIL MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 146. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOIL MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 147. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 148. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 149. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 150. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 151. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 152. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 153. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2018-2024 (USD MILLION)
TABLE 154. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2025-2030 (USD MILLION)
TABLE 155. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY INVENTORY TRACKING, BY REGION, 2018-2024 (USD MILLION)
TABLE 156. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY INVENTORY TRACKING, BY REGION, 2025-2030 (USD MILLION)
TABLE 157. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PROCUREMENT OPTIMIZATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 158. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PROCUREMENT OPTIMIZATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 159. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 160. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 161. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 162. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 163. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AGRIBUSINESSES, BY REGION, 2018-2024 (USD MILLION)
TABLE 164. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AGRIBUSINESSES, BY REGION, 2025-2030 (USD MILLION)
TABLE 165. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARMERS, BY REGION, 2018-2024 (USD MILLION)
TABLE 166. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARMERS, BY REGION, 2025-2030 (USD MILLION)
TABLE 167. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY GOVERNMENT AND REGULATORY BODY, BY REGION, 2018-2024 (USD MILLION)
TABLE 168. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY GOVERNMENT AND REGULATORY BODY, BY REGION, 2025-2030 (USD MILLION)
TABLE 169. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RESEARCH INSTITUTES, BY REGION, 2018-2024 (USD MILLION)
TABLE 170. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RESEARCH INSTITUTES, BY REGION, 2025-2030 (USD MILLION)
TABLE 171. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2024 (USD MILLION)
TABLE 172. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2025-2030 (USD MILLION)
TABLE 173. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 174. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 175. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2024 (USD MILLION)
TABLE 176. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2025-2030 (USD MILLION)
TABLE 177. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 178. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 179. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2024 (USD MILLION)
TABLE 180. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2025-2030 (USD MILLION)
TABLE 181. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 182. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 183. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2024 (USD MILLION)
TABLE 184. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2025-2030 (USD MILLION)
TABLE 185. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2024 (USD MILLION)
TABLE 186. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2025-2030 (USD MILLION)
TABLE 187. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2024 (USD MILLION)
TABLE 188. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2025-2030 (USD MILLION)
TABLE 189. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2024 (USD MILLION)
TABLE 190. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2025-2030 (USD MILLION)
TABLE 191. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 192. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 193. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2024 (USD MILLION)
TABLE 194. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2025-2030 (USD MILLION)
TABLE 195. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2024 (USD MILLION)
TABLE 196. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2025-2030 (USD MILLION)
TABLE 197. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2024 (USD MILLION)
TABLE 198. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2025-2030 (USD MILLION)
TABLE 199. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2024 (USD MILLION)
TABLE 200. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2025-2030 (USD MILLION)
TABLE 201. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
TABLE 202. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2025-2030 (USD MILLION)
TABLE 203. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
TABLE 204. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2025-2030 (USD MILLION)
TABLE 205. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 206. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 207. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 208. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 209. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 210. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 211. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 212. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 213. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2024 (USD MILLION)
TABLE 214. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2025-2030 (USD MILLION)
TABLE 215. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 216. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 217. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2024 (USD MILLION)
TABLE 218. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2025-2030 (USD MILLION)
TABLE 219. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 220. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 221. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2024 (USD MILLION)
TABLE 222. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2025-2030 (USD MILLION)
TABLE 223. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 224. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 225. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2024 (USD MILLION)
TABLE 226. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2025-2030 (USD MILLION)
TABLE 227. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2024 (USD MILLION)
TABLE 228. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2025-2030 (USD MILLION)
TABLE 229. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2024 (USD MILLION)
TABLE 230. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2025-2030 (USD MILLION)
TABLE 231. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2024 (USD MILLION)
TABLE 232. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2025-2030 (USD MILLION)
TABLE 233. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 234. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 235. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2024 (USD MILLION)
TABLE 236. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2025-2030 (USD MILLION)
TABLE 237. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2024 (USD MILLION)
TABLE 238. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2025-2030 (USD MILLION)
TABLE 239. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2024 (USD MILLION)
TABLE 240. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2025-2030 (USD MILLION)
TABLE 241. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2024 (USD MILLION)
TABLE 242. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2025-2030 (USD MILLION)
TABLE 243. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
TABLE 244. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2025-2030 (USD MILLION)
TABLE 245. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
TABLE 246. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2025-2030 (USD MILLION)
TABLE 247. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 248. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 249. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 250. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 251. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 252. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 253. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
TABLE 254. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
TABLE 255. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2024 (USD MILLION)
TABLE 256. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2025-2030 (USD MILLION)
TABLE 257. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 258. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 259. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2024 (USD MILLION)
TABLE 260. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2025-2030 (USD MILLION)
TABLE 261. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 262. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 263. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2024 (USD MILLION)
TABLE 264. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2025-2030 (USD MILLION)
TABLE 265. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 266. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 267. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2024 (USD MILLION)
TABLE 268. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2025-2030 (USD MILLION)
TABLE 269. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2024 (USD MILLION)
TABLE 270. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2025-2030 (USD MILLION)
TABLE 271. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2024 (USD MILLION)
TABLE 272. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2025-2030 (USD MILLION)
TABLE 273. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2024 (USD MILLION)
TABLE 274. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2025-2030 (USD MILLION)
TABLE 275. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 276. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 277. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2024 (USD MILLION)
TABLE 278. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2025-2030 (USD MILLION)
TABLE 279. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2024 (USD MILLION)
TABLE 280. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2025-2030 (USD MILLION)
TABLE 281. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2024 (USD MILLION)
TABLE 282. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2025-2030 (USD MILLION)
TABLE 283. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2024 (USD MILLION)
TABLE 284. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2025-2030 (USD MILLION)
TABLE 285. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
TABLE 286. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2025-2030 (USD MILLION)
TABLE 287. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
TABLE 288. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2025-2030 (USD MILLION)
TABLE 289. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 290. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 291. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 292. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 293. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 294. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 295. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2024 (USD MILLION)
TABLE 296. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2025-2030 (USD MILLION)
TABLE 297. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
TABLE 298. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
TABLE 299. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2024 (USD MILLION)
TABLE 300. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2025-2030 (USD MILLION)
TABLE 301. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
TABLE 302. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
TABLE 303. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2024 (USD MILLION)
TABLE 304. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2025-2030 (USD MILLION)
TABLE 305. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 306. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 307. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2024 (USD MILLION)
TABLE 308. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2025-2030 (USD MILLION)
TABLE 309. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2024 (USD MILLION)
TABLE 310. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2025-2030 (USD MILLION)
TABLE 311. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2024 (USD MILLION)
TABLE 312. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2025-2030 (USD MILLION)
TABLE 313. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2024 (USD MILLION)
TABLE 314. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2025-2030 (USD MILLION)
TABLE 315. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 316. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 317. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2024 (USD MILLION)
TABLE 318. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2025-2030 (USD MILLION)
TABLE 319. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2024 (USD MILLION)
TABLE 320. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2025-2030 (USD MILLION)
TABLE 321. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2024 (USD MILLION)
TABLE 322. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2025-2030 (USD MILLION)
TABLE 323. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2024 (USD MILLION)
TABLE 324. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2025-2030 (USD MILLION)
TABLE 325. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
TABLE 326. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2025-2030 (USD MILLION)
TABLE 32

Samples

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Companies Mentioned

The companies profiled in this Digital Agriculture market 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 Agriculture Solutions Inc.
  • Trimble Inc.
  • Vodafone Group PLC

Table Information