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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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  • 196 Pages
  • March 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.

Digital agriculture is transforming the way we approach farming, merging traditional practices with cutting-edge technology to meet the growing demands of a changing world. In today's landscape, the need for increased productivity, sustainability, and profitability has spurred an unprecedented integration of smart technologies into every facet of agriculture. Emerging innovations, ranging from advanced sensor systems and drones to comprehensive data analytics platforms, are not only saving time and resources but are also fostering environmentally friendly practices. This report provides an in-depth analysis of key trends, strategic insights, and technological breakthroughs that are redefining the agribusiness sector, offering readers a clear understanding of the future of farming. Through an exploration of evolving market dynamics, transformative technological shifts, and granular segmentation, the discussion presents a thoughtful perspective on how stakeholders can capitalize on these changes. By shedding light on emerging opportunities as well as associated challenges, the narrative equips decision-makers with the knowledge they need to drive growth and remain competitive in a rapidly evolving industry.

The integration of digital solutions in agriculture is driven by both global economic pressures and the pressing need to enhance food security. As we delve deeper into this transformation, it becomes evident that technological advancements are the cornerstone of the modern farming revolution. This report serves as a comprehensive guide for industry professionals, policymakers, and investors looking to navigate the intricate landscape of digital agriculture.

Transformative Shifts in the Digital Agriculture Landscape

In recent years, the agricultural sector has experienced a radical transformation driven by the convergence of technology and traditional farming methods. This evolution is marked by the rapid adoption of innovative tools designed not only to streamline operations but also to enhance decision-making processes at every level. The introduction of sensors, drones, and advanced imaging technologies has revolutionized field monitoring and resource management, allowing producers to mitigate risks and optimize yields more effectively.

Digital agriculture is increasingly characterized by integrated platforms that combine hardware, software, and service elements, forming ecosystems that support precision farming and sustainable practices. Technologies such as automated decision-making systems, crop disease detection algorithms, and predictive analytics are reshaping operational models, turning data into actionable insights that improve farm management. Furthermore, the intersection of cloud computing with IoT devices ensures that real-time information is at the fingertips of farmers and stakeholders, facilitating remote management and agile responses to unforeseen challenges.

This transformative shift is not solely about adopting new technology but also about reimagining the traditional agricultural framework. By embracing these innovations, industry players are paving the way for a more resilient and efficient farming landscape that is prepared to meet the demands of a growing global population.

Critical Segmentation Insights Shaping the Digital Agriculture Market

A nuanced understanding of market segmentation is central to appreciating the full scope of the digital agriculture revolution. The market can be broadly analyzed based on distinct dimensions, each offering a unique perspective on the current opportunities and future trajectory of the industry. First, when considering product type, the market is segmented into hardware, service, and software. Hardware encompasses vital tools such as cameras and imaging devices, drones, GPS and GNSS devices, and an array of sensors that collect crucial data. Meanwhile, services include consulting services, support and maintenance, and system integration, each supporting the seamless operation of digital technologies. Software is not merely about applications but is further bifurcated into data analytics and AI software alongside farm management software, which itself is detailed further into modules addressing livestock monitoring and precision farming.

Delving deeper into market dynamics, the service component is segmented into consulting services, managed services, and support and maintenance. Within consulting, the focus is on business strategy, risk management, and technology implementation, all essential for guiding organizational changes. Managed services extend from data as a service (DaaS) models to comprehensive infrastructure management and subscription-based agronomic support, ensuring continuous operational efficiency. Support and maintenance areas cover critical functions such as field equipment maintenance, regular software updates, and round-the-clock technical support.

From the perspective of technology, the market is driven by foundational elements like AI and machine learning, cloud computing, IoT devices, and robotics combined with automation. Each technology stream projects specialized applications, including automated decision making, crop disease detection, predictive analytics, robust cloud solutions for data storage, remote management systems, and software as a service (SaaS) applications. The connectivity provided by IoT devices spans drones, field sensors, and even livestock monitoring systems, enabling comprehensive observational capabilities.

Additionally, farming types are classified into indoor and outdoor categories, a segmentation that reflects the varying demands based on geographic and operational conditions. Applications in digital agriculture further segment into areas such as crop monitoring - with technologies like drone surveying, field sensors, and satellite imaging; precision farming, which leverages field mapping, in-field monitoring, and variable rate technology; resource management focusing on energy, soil, and water conservation; and supply chain management that optimizes demand forecasting, inventory tracking, and procurement processes. Finally, examining the market based on end users reveals segmentation across agribusinesses, individual farmers, governmental and regulatory bodies, and research institutes, indicating a wide range of stakeholders involved in the adoption and advancement of digital agricultural solutions.

Based on Product Type, market is studied across Hardware, Service, and Software. The Hardware is further studied across Cameras And Imaging Devices, Drones, GPS And GNSS Devices, and Sensors. The Service is further studied across Consulting Services, Support And Maintenance, and System Integration. The Software is further studied across Data Analytics And AI Software and Farm Management Software. The Farm Management Software is further studied across Livestock Monitoring and Precision Farming.

Based on Services, market is studied across Consulting Services, Managed Services, and Support and Maintenance. The Consulting Services is further studied across Business Strategy, Risk Management, and Technology Implementation. The Managed Services is further studied across Data as a Service (DaaS), Infrastructure Management, and Subscription-Based Agronomic Support. The Support and Maintenance is further studied across Field Equipment Maintenance, Software Updates, and Technical Support.

Based on Technologies, market is studied across AI and Machine Learning, Cloud Computing, IoT Devices, and Robotics and Automation. The AI and Machine Learning is further studied across Automated Decision Making, Crop Disease Detection, and Predictive Analytics. The Cloud Computing is further studied across Data Storage, Remote Management Systems, and Software as a Service (SaaS) Applications. The IoT Devices is further studied across Drones, Field Sensors, and Livestock Monitoring Devices.

Based on Farming Type, market is studied across Indoor Farming and Outdoor Farming.

Based on Applications, market is studied across Crop Monitoring, Precision Farming, Resource Management, and Supply Chain Management. The Crop Monitoring is further studied across Drone Surveying, Field Sensors, and Satellite Imaging. The Precision Farming is further studied across Field Mapping, In-Field Monitoring, and Variable Rate Technology. The Resource Management is further studied across Energy Management, Soil Management, and Water Management. The Supply Chain Management is further studied across Demand Forecasting, Inventory Tracking, and Procurement Optimization.

Based on End User, market is studied across Agribusinesses, Farmers, Government And Regulatory Body, and Research Institutes.

Diverse Regional Trends in the Global Digital Agriculture Market

The digital agriculture landscape is witnessing significant regional variations, each offering its distinct set of opportunities and challenges. In the Americas, technological adoption is accelerating, driven by a combination of robust agricultural practices and strong investments in modern farming technologies. This region benefits from established infrastructures and a proactive approach towards integrating digital solutions into traditional farming operations.

Across Europe, the Middle East, and Africa, there is a clear shift towards sustainability and efficient resource management. These regions are leveraging digital agriculture to address issues such as water scarcity, soil health, and climate variability. The innovative measures adopted here are tailored to the unique climatic and socio-economic conditions of each area, resulting in diversified strategies that bridge the gap between conventional practices and modern technology.

In the Asia-Pacific area, rapid urbanization coupled with the rising demand for food has accelerated the digital transformation within agriculture. Stakeholders in this region are keen on adopting scalable, technology-driven solutions that bolster productivity and enhance the competitiveness of the agricultural sector on a global scale. The region's dynamic mix of traditional practices and modern technological innovations positions it as a pivotal market for future expansion.

Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

Leading Industry Players Driving Digital Agriculture Innovations

The competitive landscape of digital agriculture is defined by a myriad of companies that are pushing the boundaries of innovation and shaping the strategic direction of the industry. Prominent players such as Accenture PLC and AGCO Corporation are leveraging deep industry expertise and technological proficiency to drive transformation across diverse agricultural segments. Organizations like AgGateway and Agreena ApS are crafting specialized solutions that address the evolving needs of digital farming, while AgriWebb Pty Ltd. demonstrates a commitment to integrating software solutions that streamline operational efficiency on the ground.

Noteworthy companies such as AKVA group ASA and Arable Labs, Inc. are enhancing the hardware and sensor markets by consistently delivering high-precision and durable tools. Industry giants like BASF SE and Bayer AG, along with technological innovators such as Ceres Imaging, Inc. and Cisco Systems, Inc., have also played outstanding roles in promoting connectivity and data-driven decision-making. Firms such as CropX Technologies Ltd. and Deere & Company highlight the importance of integrating software and machinery to build comprehensive digital ecosystems. Additionally, specialized players including DeLaval by Tetra Laval Group, DTN, LLC, and Epicor Software Corporation are setting new standards in field technology and agronomic support.

Further players like Eurofins Scientific, Farmers Business Network, Inc., and Farmers Edge Inc. are renowned for deploying advanced data analytics, while Gamaya by Mahindra & Mahindra and Hexagon AB are recognized for pioneering spatial intelligence and high-definition surveying solutions. Giants like International Business Machines Corporation and Microsoft Corporation continue to be instrumental in delivering cutting-edge cloud computing and AI integrations, reinforcing the digital backbone of modern agriculture. Companies such as 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., and Vodafone Group PLC round out the landscape, each contributing unique innovations that are collectively driving the growth and sophistication of the digital agriculture market.

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 Agriculture Solutions Inc., Trimble Inc., and Vodafone Group PLC.

Strategic Recommendations for Empowering Future Digital Agriculture Initiatives

Industry leaders must adopt a forward-thinking approach to harness the full potential of digital transformation in agriculture. A primary recommendation is to allocate resources toward research and development of emerging technologies that bridge the gap between hardware efficiency, software agility, and service excellence. Practical investments should be made in advanced sensor technologies, robust data analytics platforms, and integrated farm management solutions that complement the natural cycles of agricultural production.

In parallel, fostering collaboration between technology providers, agronomists, and supply chain experts is essential to devise customized solutions that cater to localized needs. Strategic partnerships, both within the private sector and with academic and research institutions, can catalyze the development of innovative practices and expedite the adoption of precise, data-driven methods. Leaders are encouraged to develop comprehensive training programs that empower staff with the skills required to manage sophisticated digital tools effectively, thereby boosting operational efficiency.

Additionally, a critical focus on cyber security and data privacy must be prioritized to protect valuable data streams that drive modern agricultural decision-making. As regulatory environments evolve, staying ahead of compliance requirements and fostering transparent communication with stakeholders will be crucial to maintaining market trust. Embracing an agile business model that is responsive to global trends and shifting consumer expectations will enable organizations to navigate market disruptions and seize emerging opportunities more adeptly.

Ultimately, industry leaders who emphasize strategic technology adoption, collaborative innovation, and resilient operational frameworks will be best positioned to thrive in the rapidly evolving digital agriculture landscape.

Summary and Outlook for the Digital Agriculture Sector

In summary, the digital agriculture market is characterized by a powerful convergence of technology and traditional farming practices. As the sector continues to evolve, transformative shifts such as the integration of automated solutions, advanced data analytics, and interconnected systems are redefining how agricultural operations are conducted. The detailed segmentation insights reveal a multifaceted market ecosystem, driven by differentiated product types, specialized services, cutting-edge technologies, varied farming types, targeted applications, and a diverse set of end users. This intricate framework underpins the vibrant global landscape where regional trends further diversify market dynamics, from the mature infrastructures in the Americas to the innovative, adaptive strategies of Europe, the Middle East and Africa, and the rapidly growing Asia-Pacific markets.

The analysis underscores the need for decisive strategic action, urging industry leaders to invest in collaborative innovation and robust technology adoption. As market conditions continue to shift, stakeholders who prioritize agility and customer-centric strategies will remain competitive. Ultimately, the digital agriculture revolution provides ample opportunities for growth, efficiency, and sustainability, ensuring that stakeholders are well-equipped to meet the challenges of a rapidly changing global environment.

 

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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
5. Market Insights
5.1. Market Dynamics
5.1.1. Drivers
5.1.1.1. Rising demand for data-driven insights for precision farming practices worldwide
5.1.1.2. Growing awareness and investment in sustainable farming practices
5.1.1.3. Government initiatives and policies fostering advancement in digital farming technologies
5.1.2. Restraints
5.1.2.1. High implementation costs and finances associated with the adoption of digital agriculture
5.1.3. Opportunities
5.1.3.1. Surge in digital platforms facilitating farmer-to-consumer direct sales and transparent market access
5.1.3.2. Ongoing implementation of automated machinery leasing services catering to small and medium-sized farms
5.1.4. Challenges
5.1.4.1. Complexities in integrating legacy systems with modern digital agriculture platforms
5.2. Market Segmentation Analysis
5.2.1. Product Type: Increasing preference for software in digital agriculture improving decision-making processes
5.2.2. Applications: Expanding application of crop monitoring in digital agriculture
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 Product Type
6.1. Introduction
6.2. Hardware
6.2.1. Cameras And Imaging Devices
6.2.2. Drones
6.2.3. GPS And GNSS Devices
6.2.4. Sensors
6.3. Service
6.3.1. Consulting Services
6.3.2. Support And Maintenance
6.3.3. System Integration
6.4. Software
6.4.1. Data Analytics And AI Software
6.4.2. Farm Management Software
6.4.2.1. Livestock Monitoring
6.4.2.2. Precision Farming
7. Digital Agriculture Market, by Services
7.1. Introduction
7.2. Consulting Services
7.2.1. Business Strategy
7.2.2. Risk Management
7.2.3. Technology Implementation
7.3. Managed Services
7.3.1. Data as a Service (DaaS)
7.3.2. Infrastructure Management
7.3.3. Subscription-Based Agronomic Support
7.4. Support and Maintenance
7.4.1. Field Equipment Maintenance
7.4.2. Software Updates
7.4.3. Technical Support
8. Digital Agriculture Market, by Technologies
8.1. Introduction
8.2. AI and Machine Learning
8.2.1. Automated Decision Making
8.2.2. Crop Disease Detection
8.2.3. Predictive Analytics
8.3. Cloud Computing
8.3.1. Data Storage
8.3.2. Remote Management Systems
8.3.3. Software as a Service (SaaS) Applications
8.4. IoT Devices
8.4.1. Drones
8.4.2. Field Sensors
8.4.3. Livestock Monitoring Devices
8.5. Robotics and Automation
9. Digital Agriculture Market, by Farming Type
9.1. Introduction
9.2. Indoor Farming
9.3. Outdoor Farming
10. Digital Agriculture Market, by Applications
10.1. Introduction
10.2. Crop Monitoring
10.2.1. Drone Surveying
10.2.2. Field Sensors
10.2.3. Satellite Imaging
10.3. Precision Farming
10.3.1. Field Mapping
10.3.2. In-Field Monitoring
10.3.3. Variable Rate Technology
10.4. Resource Management
10.4.1. Energy Management
10.4.2. Soil Management
10.4.3. Water Management
10.5. Supply Chain Management
10.5.1. Demand Forecasting
10.5.2. Inventory Tracking
10.5.3. Procurement Optimization
11. Digital Agriculture Market, by End User
11.1. Introduction
11.2. Agribusinesses
11.3. Farmers
11.4. Government And Regulatory Body
11.5. Research Institutes
12. Americas Digital Agriculture Market
12.1. Introduction
12.2. Argentina
12.3. Brazil
12.4. Canada
12.5. Mexico
12.6. United States
13. Asia-Pacific Digital Agriculture Market
13.1. Introduction
13.2. Australia
13.3. China
13.4. India
13.5. Indonesia
13.6. Japan
13.7. Malaysia
13.8. Philippines
13.9. Singapore
13.10. South Korea
13.11. Taiwan
13.12. Thailand
13.13. Vietnam
14. Europe, Middle East & Africa Digital Agriculture Market
14.1. Introduction
14.2. Denmark
14.3. Egypt
14.4. Finland
14.5. France
14.6. Germany
14.7. Israel
14.8. Italy
14.9. Netherlands
14.10. Nigeria
14.11. Norway
14.12. Poland
14.13. Qatar
14.14. Russia
14.15. Saudi Arabia
14.16. South Africa
14.17. Spain
14.18. Sweden
14.19. Switzerland
14.20. Turkey
14.21. United Arab Emirates
14.22. United Kingdom
15. Competitive Landscape
15.1. Market Share Analysis, 2024
15.2. FPNV Positioning Matrix, 2024
15.3. Competitive Scenario Analysis
15.3.1. Gevo acquires CultivateAI to enhance data-driven digital agriculture and carbon tracking solutions
15.3.2. BASF embraces satellite imagery, Agco invests in automation, and merger turbulence
15.3.3. Barchart and AgVision announce integration for digital agriculture
15.4. Strategy Analysis & Recommendation
List of Figures
FIGURE 1. DIGITAL AGRICULTURE MARKET MULTI-CURRENCY
FIGURE 2. DIGITAL AGRICULTURE MARKET MULTI-LANGUAGE
FIGURE 3. DIGITAL AGRICULTURE MARKET RESEARCH PROCESS
FIGURE 4. DIGITAL AGRICULTURE MARKET SIZE, 2024 VS 2030
FIGURE 5. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 6. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 8. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2024 VS 2030 (%)
FIGURE 9. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 10. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2024 VS 2030 (%)
FIGURE 11. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 12. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2024 VS 2030 (%)
FIGURE 13. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 14. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2024 VS 2030 (%)
FIGURE 15. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 16. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2024 VS 2030 (%)
FIGURE 17. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 18. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2024 VS 2030 (%)
FIGURE 19. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 20. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 21. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 22. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 23. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 24. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 25. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 26. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 27. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 28. DIGITAL AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 29. DIGITAL AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2024
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, 2018-2030 (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 PRODUCT 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 CAMERAS AND IMAGING DEVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 10. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DRONES, BY REGION, 2018-2030 (USD MILLION)
TABLE 11. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY GPS AND GNSS DEVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 12. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SENSORS, BY REGION, 2018-2030 (USD MILLION)
TABLE 13. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 14. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, BY REGION, 2018-2030 (USD MILLION)
TABLE 15. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 16. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 17. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SYSTEM INTEGRATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 18. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
TABLE 19. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 20. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DATA ANALYTICS AND AI SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 21. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 22. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2018-2030 (USD MILLION)
TABLE 23. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY REGION, 2018-2030 (USD MILLION)
TABLE 24. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
TABLE 25. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 26. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 27. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 28. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY BUSINESS STRATEGY, BY REGION, 2018-2030 (USD MILLION)
TABLE 29. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RISK MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 30. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGY IMPLEMENTATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 31. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
TABLE 32. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 33. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DATA AS A SERVICE (DAAS), BY REGION, 2018-2030 (USD MILLION)
TABLE 34. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY INFRASTRUCTURE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 35. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUBSCRIPTION-BASED AGRONOMIC SUPPORT, BY REGION, 2018-2030 (USD MILLION)
TABLE 36. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
TABLE 37. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 38. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD EQUIPMENT MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 39. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE UPDATES, BY REGION, 2018-2030 (USD MILLION)
TABLE 40. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNICAL SUPPORT, BY REGION, 2018-2030 (USD MILLION)
TABLE 41. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
TABLE 42. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
TABLE 43. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
TABLE 44. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AUTOMATED DECISION MAKING, BY REGION, 2018-2030 (USD MILLION)
TABLE 45. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP DISEASE DETECTION, BY REGION, 2018-2030 (USD MILLION)
TABLE 46. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
TABLE 47. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 48. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, BY REGION, 2018-2030 (USD MILLION)
TABLE 49. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DATA STORAGE, BY REGION, 2018-2030 (USD MILLION)
TABLE 50. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REMOTE MANAGEMENT SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
TABLE 51. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE AS A SERVICE (SAAS) APPLICATIONS, BY REGION, 2018-2030 (USD MILLION)
TABLE 52. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
TABLE 53. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 54. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DRONES, BY REGION, 2018-2030 (USD MILLION)
TABLE 55. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD SENSORS, BY REGION, 2018-2030 (USD MILLION)
TABLE 56. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING DEVICES, BY REGION, 2018-2030 (USD MILLION)
TABLE 57. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
TABLE 58. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY ROBOTICS AND AUTOMATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 59. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
TABLE 60. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY INDOOR FARMING, BY REGION, 2018-2030 (USD MILLION)
TABLE 61. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY OUTDOOR FARMING, BY REGION, 2018-2030 (USD MILLION)
TABLE 62. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
TABLE 63. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, BY REGION, 2018-2030 (USD MILLION)
TABLE 64. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DRONE SURVEYING, BY REGION, 2018-2030 (USD MILLION)
TABLE 65. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD SENSORS, BY REGION, 2018-2030 (USD MILLION)
TABLE 66. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SATELLITE IMAGING, BY REGION, 2018-2030 (USD MILLION)
TABLE 67. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
TABLE 68. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY REGION, 2018-2030 (USD MILLION)
TABLE 69. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD MAPPING, BY REGION, 2018-2030 (USD MILLION)
TABLE 70. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY IN-FIELD MONITORING, BY REGION, 2018-2030 (USD MILLION)
TABLE 71. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY VARIABLE RATE TECHNOLOGY, BY REGION, 2018-2030 (USD MILLION)
TABLE 72. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
TABLE 73. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 74. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY ENERGY MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 75. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOIL MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 76. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 77. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 78. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 79. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2018-2030 (USD MILLION)
TABLE 80. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY INVENTORY TRACKING, BY REGION, 2018-2030 (USD MILLION)
TABLE 81. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PROCUREMENT OPTIMIZATION, BY REGION, 2018-2030 (USD MILLION)
TABLE 82. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 83. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 84. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AGRIBUSINESSES, BY REGION, 2018-2030 (USD MILLION)
TABLE 85. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARMERS, BY REGION, 2018-2030 (USD MILLION)
TABLE 86. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY GOVERNMENT AND REGULATORY BODY, BY REGION, 2018-2030 (USD MILLION)
TABLE 87. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RESEARCH INSTITUTES, BY REGION, 2018-2030 (USD MILLION)
TABLE 88. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
TABLE 89. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 90. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
TABLE 91. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 92. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
TABLE 93. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 94. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
TABLE 95. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
TABLE 96. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
TABLE 97. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
TABLE 98. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 99. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
TABLE 100. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
TABLE 101. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
TABLE 102. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
TABLE 103. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
TABLE 104. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
TABLE 105. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 106. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 107. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 108. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 109. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
TABLE 110. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 111. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
TABLE 112. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 113. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
TABLE 114. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 115. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
TABLE 116. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
TABLE 117. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
TABLE 118. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
TABLE 119. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 120. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
TABLE 121. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
TABLE 122. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
TABLE 123. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
TABLE 124. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
TABLE 125. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
TABLE 126. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 127. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 128. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 129. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
TABLE 130. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 131. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
TABLE 132. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 133. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
TABLE 134. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 135. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
TABLE 136. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
TABLE 137. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
TABLE 138. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
TABLE 139. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 140. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
TABLE 141. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
TABLE 142. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
TABLE 143. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
TABLE 144. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
TABLE 145. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
TABLE 146. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 147. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 148. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 149. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
TABLE 150. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 151. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
TABLE 152. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 153. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
TABLE 154. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 155. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
TABLE 156. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
TABLE 157. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
TABLE 158. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
TABLE 159. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 160. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
TABLE 161. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
TABLE 162. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
TABLE 163. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
TABLE 164. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
TABLE 165. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
TABLE 166. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 167. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 168. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 169. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
TABLE 170. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 171. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
TABLE 172. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 173. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
TABLE 174. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 175. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
TABLE 176. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
TABLE 177. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
TABLE 178. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
TABLE 179. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 180. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
TABLE 181. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
TABLE 182. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
TABLE 183. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
TABLE 184. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
TABLE 185. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
TABLE 186. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 187. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 188. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 189. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
TABLE 190. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 191. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
TABLE 192. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 193. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
TABLE 194. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 195. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
TABLE 196. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
TABLE 197. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
TABLE 198. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
TABLE 199. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 200. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
TABLE 201. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
TABLE 202. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
TABLE 203. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
TABLE 204. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
TABLE 205. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
TABLE 206. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 207. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 208. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 209. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
TABLE 210. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
TABLE 211. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 212. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
TABLE 213. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 214. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
TABLE 215. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 216. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
TABLE 217. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
TABLE 218. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
TABLE 219. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
TABLE 220. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 221. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
TABLE 222. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
TABLE 223. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
TABLE 224. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
TABLE 225. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
TABLE 226. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
TABLE 227. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 228. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 229. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 230. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 231. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
TABLE 232. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 233. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
TABLE 234. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 235. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
TABLE 236. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 237. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
TABLE 238. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
TABLE 239. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
TABLE 240. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
TABLE 241. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 242. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
TABLE 243. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
TABLE 244. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
TABLE 245. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
TABLE 246. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
TABLE 247. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
TABLE 248. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 249. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 250. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 251. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
TABLE 252. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 253. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
TABLE 254. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 255. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
TABLE 256. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 257. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
TABLE 258. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
TABLE 259. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
TABLE 260. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
TABLE 261. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 262. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
TABLE 263. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
TABLE 264. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
TABLE 265. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
TABLE 266. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
TABLE 267. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
TABLE 268. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 269. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 270. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 271. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
TABLE 272. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 273. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
TABLE 274. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 275. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
TABLE 276. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 277. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
TABLE 278. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
TABLE 279. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
TABLE 280. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
TABLE 281. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 282. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
TABLE 283. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
TABLE 284. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
TABLE 285. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
TABLE 286. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
TABLE 287. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
TABLE 288. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 289. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 290. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 291. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
TABLE 292. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 293. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
TABLE 294. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 295. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
TABLE 296. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 297. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
TABLE 298. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
TABLE 299. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
TABLE 300. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
TABLE 301. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 302. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
TABLE 303. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
TABLE 304. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
TABLE 305. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
TABLE 306. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
TABLE 307. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
TABLE 308. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 309. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 310. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 311. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
TABLE 312. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 313. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
TABLE 314. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 315. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
TABLE 316. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
TABLE 317. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
TABLE 318. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
TABLE 319. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
TABLE 320. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
TABLE 321. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
TABLE 322. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
TABLE 323. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
TABLE 324. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
TABLE 325. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
TABLE 326. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
TABLE 327. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
TABLE 328. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 329. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
TABLE 330. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
TABLE 331. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
TABLE 332. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
TABLE 333. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
TABLE 334. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
TABLE 335. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
TABLE 336

Companies Mentioned

  • 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

Methodology

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Table Information