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    Digital Agriculture Market Size

    ID: MRFR/ICT/9211-HCR
    141 Pages
    Shubham Munde
    October 2025

    Digital Agriculture Market Research Report Information by Component (Hardware, Software, and Services), Application (Yield Monitoring, Field Mapping, Crop Monitoring, Livestock Monitoring, Real-Time Safety Testing, Soil Monitoring, Precision Farming, and Others), Deployment (Cloud and On-Premises), And by Region (North America, Europe, Asia-Pacific, And Rest Of The World) –Market Forecast Till ...

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    Digital Agriculture Size

    Digital Agriculture Market Growth Projections and Opportunities

    The digital agriculture market is considerably stimulated by using a myriad of market elements that collectively shape its trajectory and increase. One of the primary driving forces is the growing international populace, which has created an urgent need for more desirable agricultural productivity. With conventional farming practices attaining their limits, the integration of digital technology becomes important to satisfy the growing demand for food. Digital agriculture gives innovative solutions to optimize crop yields, reduce aid inefficiencies, and ensure sustainable farming practices. The creation of superior technology, which includes precision farming, sensors, and drones, has revolutionized the agricultural landscape. These technologies enable farmers to accumulate and examine real-time data on soil conditions, climate patterns, and crop fitness, allowing for specific choice-making and useful resource allocation. The demand for that virtual equipment is fueled by the growing cognizance of their capacity to improve typical performance, lessen environmental effects, and increase profitability in the long run. Government guidelines and tasks play a pivotal function in shaping the digital agriculture market. Many governments globally are recognizing the ability of virtual technology to address meal safety, environmental sustainability, and rural improvement. Subsidies, offers, and incentives for adopting virtual farming practices inspire farmers to put money into generation and contribute to the general increase of the digital agriculture market. The increasing connectivity in rural areas is a key enabler of digital agriculture. The availability of excessive-velocity net and cell networks allows the seamless transfer of facts between farmers, agricultural equipment, and virtual structures. This connectivity is essential to the functioning of smart farming systems, enabling real-time verbal exchange and coordination. As infrastructure improves, extra farmers gain access to digital equipment, unlocking the full capability of precision farming and information-driven choice-making. The function of agribusinesses and generation companies is instrumental in shaping the digital agriculture market. Agtech companies are continuously innovating and growing new answers to deal with the evolving needs of farmers. Collaborations among generation carriers and traditional agricultural stakeholders create synergies that pressure the adoption of virtual practices. Investments in research and improvement make contributions to the evolution of present-day technology, making sure that the digital agriculture market remains dynamic and aware of rising challenges. Consumer recognition and demand for sustainably produced meals are influencing market dynamics. As clients grow to be more aware of the environmental and social impact of meal manufacturing, there is a growing preference for products that adhere to sustainable and moral farming practices. Digital agriculture, with its emphasis on resource efficiency and environmental sustainability, aligns with these customer options, developing market opportunities for farmers who embrace virtual technology.

    Digital Agriculture Market Size Graph
    Author
    Shubham Munde
    Research Analyst Level II

    With a technical background in information technology & semiconductors, Shubham has 4.5+ years of experience in market research and analytics with the tasks of data mining, analysis, and project execution. He is the POC for our clients, for their consulting projects running under the ICT/Semiconductor domain. Shubham holds a Bachelor’s in Information and Technology and a Master of Business Administration (MBA). Shubham has executed over 150 research projects for our clients under the brand name Market Research Future in the last 2 years. His core skill is building the research respondent relation for gathering the primary information from industry and market estimation for niche markets. He is having expertise in conducting secondary & primary research, market estimations, market projections, competitive analysis, analysing current market trends and market dynamics, deep-dive analysis on market scenarios, consumer behaviour, technological impact analysis, consulting, analytics, etc. He has worked on fortune 500 companies' syndicate and consulting projects along with several government projects. He has worked on the projects of top tech brands such as IBM, Google, Microsoft, AWS, Meta, Oracle, Cisco Systems, Samsung, Accenture, VMware, Schneider Electric, Dell, HP, Ericsson, and so many others. He has worked on Metaverse, Web 3.0, Zero-Trust security, cyber-security, blockchain, quantum computing, robotics, 5G technology, High-Performance computing, data centers, AI, automation, IT equipment, sensors, semiconductors, consumer electronics and so many tech domain projects.

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    FAQs

    How much is the Digital Agriculture market?

    The Digital Agriculture market size was valued at USD 9 Billion in 2023.

    What is the growth rate of the Digital Agriculture market?

    The Digital Agriculture market is estimated to grow at a CAGR of 5.14% during the projected timeframe.

    Which region in the Digital Agriculture market holds the highest market share?

    North American area has the highest percentage of the market.

    Who are the key players in the Digital Agriculture market?

    The key players in the Digital Agriculture Market are AGCO Corporation (US), Deere & Company (US), IBM Corporation (US) Microsoft Corporation (US).

    Which Component led the Digital Agriculture market?

    The hardware category dominated the market in 2022.

    Which application has the largest market share in the Digital Agriculture market?

    Precision farming had the largest share of the market.

    Market Summary

    As per MRFR analysis, the Digital Agriculture Market Size was estimated at 9.531 USD Billion in 2024. The Digital Agriculture industry is projected to grow from 10.02 USD Billion in 2025 to 16.55 USD Billion by 2035, exhibiting a compound annual growth rate (CAGR) of 5.14 during the forecast period 2025 - 2035.

    Key Market Trends & Highlights

    The Digital Agriculture Market is poised for substantial growth driven by technological advancements and increasing sustainability efforts.

    • Precision agriculture adoption is gaining momentum, particularly in North America, as farmers seek to optimize yields and reduce costs.
    • Sustainable farming practices are becoming increasingly prevalent, reflecting a global shift towards environmentally responsible agriculture.
    • Data analytics integration is transforming decision-making processes, with software solutions leading the market in North America.
    • Technological advancements and rising demand for food security are major drivers, particularly in the yield monitoring segment, which remains the largest in the market.

    Market Size & Forecast

    2024 Market Size 9.531 (USD Billion)
    2035 Market Size 16.55 (USD Billion)
    CAGR (2025 - 2035) 5.14%
    Largest Regional Market Share in 2024 North America

    Major Players

    <p>Bayer (DE), Corteva (US), John Deere (US), Trimble (US), AG Leader Technology (US), Topcon (JP), Raven Industries (US), Syngenta (CH), Taranis (IL)</p>

    Market Trends

    The Digital Agriculture Market is currently experiencing a transformative phase, driven by advancements in technology and a growing emphasis on sustainable practices. Innovations such as precision farming, data analytics, and IoT applications are reshaping traditional agricultural methods, enabling farmers to optimize resource use and enhance productivity. This shift towards digital solutions appears to be a response to the increasing demand for food security and environmental sustainability. As stakeholders recognize the potential of digital tools, investments in this sector are likely to rise, fostering a more efficient agricultural ecosystem. Moreover, the integration of artificial intelligence and machine learning into farming practices suggests a future where decision-making is data-driven and highly informed. Farmers are beginning to leverage these technologies to predict crop yields, monitor soil health, and manage pest control more effectively. This trend indicates a broader acceptance of digital solutions within the agricultural community, which may lead to improved economic outcomes and reduced environmental impact. As the Digital Agriculture Market continues to evolve, it seems poised to play a crucial role in addressing global agricultural challenges and enhancing food production systems.

    Precision Agriculture Adoption

    The adoption of precision agriculture techniques is gaining traction among farmers, as these methods allow for more accurate monitoring and management of crops. By utilizing technologies such as GPS and remote sensing, farmers can apply inputs more efficiently, leading to reduced waste and increased yields. This trend reflects a broader movement towards data-driven decision-making in agriculture.

    Sustainable Farming Practices

    There is a noticeable shift towards sustainable farming practices within the Digital Agriculture Market. Stakeholders are increasingly prioritizing methods that minimize environmental impact while maximizing productivity. This trend encompasses the use of organic fertilizers, crop rotation, and integrated pest management, all supported by digital tools that enhance monitoring and analysis.

    Data Analytics Integration

    The integration of data analytics into agricultural operations is becoming more prevalent. Farmers are utilizing data to gain insights into various aspects of their operations, from soil health to market trends. This trend indicates a growing recognition of the value of data in driving efficiency and profitability in farming.

    Digital Agriculture Market Market Drivers

    Rising Demand for Food Security

    The growing global population is intensifying the need for food security, thereby propelling the Digital Agriculture Market. With projections indicating that the world population may reach 9.7 billion by 2050, the pressure on agricultural systems is mounting. Digital agriculture solutions, such as precision farming and data analytics, are essential in maximizing crop production while minimizing environmental impact. The market for digital agriculture is expected to expand significantly, with estimates suggesting a compound annual growth rate of over 12 percent in the coming years. This demand for sustainable food production methods is a key driver for the Digital Agriculture Market.

    Government Initiatives and Support

    Government initiatives aimed at promoting sustainable agricultural practices are playing a crucial role in the Digital Agriculture Market. Various countries are implementing policies that encourage the adoption of digital technologies in farming. For example, subsidies for precision agriculture tools and funding for research in agricultural technology are becoming more common. These initiatives not only support farmers in transitioning to digital solutions but also aim to enhance food security and environmental sustainability. As a result, the Digital Agriculture Market is likely to benefit from increased investment and support from governmental bodies, fostering innovation and growth.

    Environmental Sustainability Concerns

    Concerns regarding environmental sustainability are increasingly influencing the Digital Agriculture Market. Farmers are under pressure to adopt practices that reduce carbon footprints and conserve natural resources. Digital agriculture technologies, such as soil sensors and water management systems, enable farmers to monitor and manage their environmental impact effectively. The market is witnessing a shift towards sustainable practices, with many farmers recognizing that digital solutions can lead to both economic and environmental benefits. This growing awareness is expected to drive the Digital Agriculture Market forward, as more stakeholders seek to align with sustainability goals.

    Technological Advancements in Agriculture

    The Digital Agriculture Market is experiencing a surge in technological advancements that enhance farming efficiency and productivity. Innovations such as drones, IoT devices, and AI-driven analytics are transforming traditional farming practices. For instance, the integration of precision agriculture technologies is projected to increase crop yields by up to 20 percent. This shift towards technology-driven solutions is not merely a trend; it is becoming a necessity for farmers aiming to optimize resource use and reduce operational costs. As these technologies become more accessible, the Digital Agriculture Market is likely to witness accelerated growth, driven by the demand for smarter farming solutions.

    Increased Investment in Agricultural Technology

    Investment in agricultural technology is a significant driver of the Digital Agriculture Market. Venture capital and private equity firms are increasingly recognizing the potential of digital solutions in agriculture. Reports indicate that investments in agtech startups have surged, with funding reaching billions of dollars annually. This influx of capital is facilitating the development of innovative technologies that enhance productivity and efficiency in farming. As investors continue to support advancements in digital agriculture, the market is poised for substantial growth, reflecting a broader trend towards modernization in the agricultural sector.

    Market Segment Insights

    Digital Agriculture Component Insights

    <p>The Digital Agriculture market segmentation, based on Components, includes Hardware, Software, and Services. The hardware category dominated the market, accounting for 42% of market revenue (USD 3.6 Billion) in 2022 because firms in the digital agriculture sector are constantly seeking new ways to provide innovative goods and services to customers.</p>

    Digital Agriculture Application Insights

    <p>The Digital Agriculture market segmentation, based on Applications, includes Yield Monitoring, Field Mapping, Crop Monitoring, Livestock Monitoring, Real-Time Safety Testing, <a href="https://www.marketresearchfuture.com/reports/soil-monitoring-market-11070">Soil Monitoring</a>, Precision Farming, and Others. The precision farming category dominated the market, accounting for 27% of market revenue (USD 2.3 Billion) in 2022. Farming precision programs and Internet of Things capabilities solve all of these criteria.</p>

    Digital Agriculture Deployment Insights

    <p>Based on Deployment, the Digital Agriculture market segmentation includes Cloud and On-Premises. The cloud category dominated the market, accounting for 75% of market revenue (USD 6.5 Billion) in 2022. Growing expenditure on cloud computing facilities by major digital farming industry participants and the benefits of cloud services drive up interest in agricultural precision solutions.</p>

    <p>Figure 2: Digital Agriculture Market, by Deployment, 2022 &amp; 2032 (USD Billion)</p>

    <p>Source: Secondary Research, Primary Research, Market Research Future Database, and Analyst Review</p>

    Get more detailed insights about Digital Agriculture Market Research Report - Global Forecast till 2035

    Regional Insights

    North America : Technological Innovation Leader

    North America is the largest market for digital agriculture, holding approximately 40% of the global share. Key growth drivers include advanced technology adoption, increasing demand for precision farming, and supportive government policies aimed at enhancing agricultural productivity. The region's regulatory environment encourages innovation, with initiatives promoting sustainable practices and digital solutions in farming. The United States and Canada are the leading countries in this market, with major players like John Deere, Corteva, and Trimble dominating the landscape. The competitive environment is characterized by continuous technological advancements and strategic partnerships among key players, ensuring a robust ecosystem for digital agriculture solutions.

    Europe : Sustainable Agriculture Focus

    Europe is the second-largest market for digital agriculture, accounting for around 30% of the global market share. The region's growth is driven by stringent regulations promoting sustainability, increasing consumer demand for organic products, and the integration of digital technologies in farming practices. The European Union's Green Deal and Farm to Fork strategy are pivotal in shaping the regulatory landscape, encouraging innovation and investment in digital agriculture. Leading countries include Germany, France, and the Netherlands, where companies like Bayer and Syngenta are making significant strides. The competitive landscape is marked by a mix of established firms and innovative startups, fostering a dynamic environment for digital agriculture solutions. The presence of key players enhances collaboration and knowledge sharing across the region.

    Asia-Pacific : Rapidly Growing Market

    Asia-Pacific is witnessing rapid growth in the digital agriculture market, holding approximately 20% of the global share. The region's growth is fueled by increasing population demands, the need for food security, and the adoption of smart farming technologies. Government initiatives in countries like India and China are promoting digital solutions to enhance agricultural efficiency and sustainability, creating a favorable regulatory environment for market expansion. China and India are the leading countries in this region, with significant investments in agricultural technology. The competitive landscape features both local startups and international players like Topcon and Trimble, driving innovation and collaboration. The presence of key players is crucial in addressing the unique challenges faced by farmers in this diverse region, ensuring the growth of digital agriculture solutions.

    Middle East and Africa : Resource-Rich Frontier

    The Middle East and Africa region is emerging as a significant player in the digital agriculture market, accounting for about 10% of the global share. The growth is driven by the need for improved agricultural productivity, water management, and food security in arid regions. Government initiatives aimed at enhancing agricultural practices and the adoption of technology are key regulatory catalysts for market development in this region. Leading countries include South Africa and Kenya, where innovative solutions are being implemented to tackle agricultural challenges. The competitive landscape is characterized by a mix of local and international players, with companies like Raven Industries and Taranis making strides in the market. The presence of key players is essential for fostering innovation and addressing the unique agricultural needs of the region.

    Key Players and Competitive Insights

    Leading market players invested heavily in research and Development (R&D) to scale up their manufacturing units and develop technologically advanced solutions, which will help the Digital Agriculture market grow worldwide. Market participants are also undertaking various organic or inorganic strategic approaches to strengthen and expand their footprint, with significant market developments including new Component portfolios, contractual deals, mergers and acquisitions, capital expenditure, higher investments, and strategic alliances with other organizations. Businesses are also coming up with marketing strategies such as digital marketing, social media influencing, and content marketing to increase their scope of profit earnings.

    The Digital Agriculture industry must offer cost-effective and sustainable options to survive in a highly fragmented and dynamic market climate.

    Manufacturing locally to minimize operational expenses and offer aftermarket services to customers is one of the critical business strategies organizations use in the Digital Agriculture industry to benefit customers and capture untapped market share and revenue. The Digital Agriculture industry has recently offered significant advantages to the Information and Communications Technology industry. Moreover, more industry participants are utilizing and adopting cutting-edge technology has grown substantially.

    Major players in the Digital Agriculture market, including AGCO Corporation (US), Deere & Company (US), IBM Corporation (US) Microsoft Corporation (US), are attempting to expand market share and demand by investing in R&D operations to produce sustainable and affordable solutions.

    IBM (International Business Machines) is a computer, technology, and IT consulting firm headquartered in the United States. It is the world's largest technology business and the second most valuable worldwide brand. It produces and sells software and computer components, web hosting, and consulting services in fields including mainframe systems and nanotechnology. IBM Services and the GIZ) introduced a three-stage support program for Digital4Agriculture Action (D4Ag) to help small-scale farming ventures or start-ups across Africa predict conditions and make weather data and tools available to improve the growth of crops.

    AGCO Corporation (AGCO) designs and sells agricultural machinery and spare parts. It specializes in the following regions: the United States, Latin America, European nations and the Middle East, and APAC regions. Robert J. Ratliff created the firm in 1990, located in Duluth, Georgia. In November 2022, AGCO Corporation introduced Geo-Bird, a brand-new online application designed to assist farmers worldwide in autonomously planning and optimizing existing navigation satellite system equipment guiding lines.

    Key Companies in the Digital Agriculture Market market include

    Industry Developments

    • Q2 2024: John Deere acquires SmartAgri AI to boost digital farming capabilities John Deere announced the acquisition of SmartAgri AI, a startup specializing in artificial intelligence-driven crop monitoring, to enhance its digital agriculture platform and expand precision farming solutions.
    • Q2 2024: Bayer and Microsoft launch new cloud-based farm management platform Bayer and Microsoft unveiled a joint digital platform designed to help farmers manage data from planting to harvest, integrating AI and IoT tools for improved decision-making and sustainability.
    • Q2 2024: AgriTech startup FarmSense raises $30M Series B to scale digital pest monitoring FarmSense, which develops IoT-based pest detection systems for agriculture, secured $30 million in Series B funding to expand its digital monitoring network across North America and Europe.
    • Q3 2024: Syngenta partners with IBM to deploy AI-powered weather analytics for farmers Syngenta announced a strategic partnership with IBM to integrate advanced weather analytics into its digital agriculture suite, aiming to help farmers optimize planting and irrigation schedules.
    • Q3 2024: Trimble launches new autonomous tractor guidance system for precision agriculture Trimble introduced an upgraded autonomous guidance system for tractors, enabling real-time route optimization and data collection to improve efficiency in large-scale digital farming operations.
    • Q3 2024: Corteva appoints new Chief Digital Officer to accelerate agtech innovation Corteva named Dr. Lisa Chen as Chief Digital Officer, tasking her with leading the company's global digital agriculture strategy and expanding its portfolio of smart farming solutions.
    • Q4 2024: Climate LLC opens new digital agriculture R&D center in Brazil Climate LLC, a subsidiary of Bayer, inaugurated a research and development center in São Paulo focused on developing digital tools tailored to South American crops and climate conditions.
    • Q4 2024: Indigo Ag secures $50M contract with major US grain cooperative for digital grain marketplace Indigo Ag signed a multi-year contract with a leading US grain cooperative to deploy its digital marketplace platform, streamlining grain transactions and providing real-time market analytics to farmers.
    • Q1 2025: AgroScout closes $25M Series C to expand AI crop monitoring in Asia AgroScout, an Israeli agtech firm specializing in AI-powered crop monitoring, raised $25 million in Series C funding to accelerate its expansion into Asian markets and enhance its digital agriculture offerings.
    • Q1 2025: CNH Industrial unveils new digital irrigation management platform CNH Industrial launched a cloud-based irrigation management system that leverages real-time sensor data and predictive analytics to optimize water usage for large-scale farms.
    • Q2 2025: Raven Industries wins contract to supply autonomous sprayers to Australian agri-cooperative Raven Industries secured a contract with a major Australian agricultural cooperative to deliver autonomous sprayer systems, marking a significant expansion of its digital agriculture footprint in the Asia-Pacific region.
    • Q2 2025: XAG launches drone-based crop monitoring service in Europe Chinese agtech company XAG introduced a new drone service for real-time crop monitoring and data analytics, targeting European farmers seeking to adopt digital agriculture technologies.

    Future Outlook

    Digital Agriculture Market Future Outlook

    <p>The Digital Agriculture Market is projected to grow at a 5.14% CAGR from 2024 to 2035, driven by technological advancements, increasing demand for food security, and sustainable farming practices.</p>

    New opportunities lie in:

    • <p>Development of precision agriculture software solutions</p>
    • <p>Integration of IoT devices for real-time monitoring</p>
    • <p>Expansion of drone technology for crop management</p>

    <p>By 2035, the Digital Agriculture Market is expected to be robust, driven by innovation and increased adoption of technology.</p>

    Market Segmentation

    Digital Agriculture Regional Outlook

    • {""=>["US"
    • "Canada"]}
    • {""=>["Germany"
    • "France"
    • "UK"
    • "Italy"
    • "Spain"
    • "Rest of Europe"]}
    • {""=>["China"
    • "Japan"
    • "India"
    • "Australia"
    • "South Korea"
    • "Rest of Asia-Pacific"]}
    • {""=>["Middle East"
    • "Africa"
    • "Latin America"]}

    Digital Agriculture Component Outlook

    • Hardware
    • Software
    • Services

    Digital Agriculture Deployment Outlook

    • Cloud
    • On-premises

    Digital Agriculture Application Outlook

    • Yield monitoring
    • Field mapping
    • Crop monitoring
    • Livestock monitoring
    • Real-time safety testing
    • Soil monitoring
    • Precision farming

    Report Scope

    MARKET SIZE 20249.531(USD Billion)
    MARKET SIZE 202510.02(USD Billion)
    MARKET SIZE 203516.55(USD Billion)
    COMPOUND ANNUAL GROWTH RATE (CAGR)5.14% (2024 - 2035)
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    BASE YEAR2024
    Market Forecast Period2025 - 2035
    Historical Data2019 - 2024
    Market Forecast UnitsUSD Billion
    Key Companies ProfiledMarket analysis in progress
    Segments CoveredMarket segmentation analysis in progress
    Key Market OpportunitiesIntegration of artificial intelligence and IoT for precision farming enhances productivity in the Digital Agriculture Market.
    Key Market DynamicsTechnological advancements drive efficiency and sustainability in agriculture, reshaping competitive dynamics and consumer preferences.
    Countries CoveredNorth America, Europe, APAC, South America, MEA

    FAQs

    How much is the Digital Agriculture market?

    The Digital Agriculture market size was valued at USD 9 Billion in 2023.

    What is the growth rate of the Digital Agriculture market?

    The Digital Agriculture market is estimated to grow at a CAGR of 5.14% during the projected timeframe.

    Which region in the Digital Agriculture market holds the highest market share?

    North American area has the highest percentage of the market.

    Who are the key players in the Digital Agriculture market?

    The key players in the Digital Agriculture Market are AGCO Corporation (US), Deere &amp; Company (US), IBM Corporation (US) Microsoft Corporation (US).

    Which Component led the Digital Agriculture market?

    The hardware category dominated the market in 2022.

    Which application has the largest market share in the Digital Agriculture market?

    Precision farming had the largest share of the market.

    1. SECTION I: EXECUTIVE SUMMARY AND KEY HIGHLIGHTS
      1. | 1.1 EXECUTIVE SUMMARY
      2. | | 1.1.1 Market Overview
      3. | | 1.1.2 Key Findings
      4. | | 1.1.3 Market Segmentation
      5. | | 1.1.4 Competitive Landscape
      6. | | 1.1.5 Challenges and Opportunities
      7. | | 1.1.6 Future Outlook
    2. SECTION II: SCOPING, METHODOLOGY AND MARKET STRUCTURE
      1. | 2.1 MARKET INTRODUCTION
      2. | | 2.1.1 Definition
      3. | | 2.1.2 Scope of the study
      4. | | | 2.1.2.1 Research Objective
      5. | | | 2.1.2.2 Assumption
      6. | | | 2.1.2.3 Limitations
      7. | 2.2 RESEARCH METHODOLOGY
      8. | | 2.2.1 Overview
      9. | | 2.2.2 Data Mining
      10. | | 2.2.3 Secondary Research
      11. | | 2.2.4 Primary Research
      12. | | | 2.2.4.1 Primary Interviews and Information Gathering Process
      13. | | | 2.2.4.2 Breakdown of Primary Respondents
      14. | | 2.2.5 Forecasting Model
      15. | | 2.2.6 Market Size Estimation
      16. | | | 2.2.6.1 Bottom-Up Approach
      17. | | | 2.2.6.2 Top-Down Approach
      18. | | 2.2.7 Data Triangulation
      19. | | 2.2.8 Validation
    3. SECTION III: QUALITATIVE ANALYSIS
      1. | 3.1 MARKET DYNAMICS
      2. | | 3.1.1 Overview
      3. | | 3.1.2 Drivers
      4. | | 3.1.3 Restraints
      5. | | 3.1.4 Opportunities
      6. | 3.2 MARKET FACTOR ANALYSIS
      7. | | 3.2.1 Value chain Analysis
      8. | | 3.2.2 Porter's Five Forces Analysis
      9. | | | 3.2.2.1 Bargaining Power of Suppliers
      10. | | | 3.2.2.2 Bargaining Power of Buyers
      11. | | | 3.2.2.3 Threat of New Entrants
      12. | | | 3.2.2.4 Threat of Substitutes
      13. | | | 3.2.2.5 Intensity of Rivalry
      14. | | 3.2.3 COVID-19 Impact Analysis
      15. | | | 3.2.3.1 Market Impact Analysis
      16. | | | 3.2.3.2 Regional Impact
      17. | | | 3.2.3.3 Opportunity and Threat Analysis
    4. SECTION IV: QUANTITATIVE ANALYSIS
      1. | 4.1 Information and Communications Technology, BY Component (USD Billion)
      2. | | 4.1.1 Hardware
      3. | | 4.1.2 Software
      4. | | 4.1.3 Services
      5. | 4.2 Information and Communications Technology, BY Application (USD Billion)
      6. | | 4.2.1 Yield Monitoring
      7. | | 4.2.2 Field Mapping
      8. | | 4.2.3 Crop Monitoring
      9. | | 4.2.4 Livestock Monitoring
      10. | | 4.2.5 Real-Time Safety Testing
      11. | | 4.2.6 Soil Monitoring
      12. | | 4.2.7 Precision Farming
      13. | | 4.2.8 Others
      14. | 4.3 Information and Communications Technology, BY Deployment (USD Billion)
      15. | | 4.3.1 Cloud
      16. | | 4.3.2 On-Premises
      17. | 4.4 Information and Communications Technology, BY Region (USD Billion)
      18. | | 4.4.1 North America
      19. | | | 4.4.1.1 US
      20. | | | 4.4.1.2 Canada
      21. | | 4.4.2 Europe
      22. | | | 4.4.2.1 Germany
      23. | | | 4.4.2.2 UK
      24. | | | 4.4.2.3 France
      25. | | | 4.4.2.4 Russia
      26. | | | 4.4.2.5 Italy
      27. | | | 4.4.2.6 Spain
      28. | | | 4.4.2.7 Rest of Europe
      29. | | 4.4.3 APAC
      30. | | | 4.4.3.1 China
      31. | | | 4.4.3.2 India
      32. | | | 4.4.3.3 Japan
      33. | | | 4.4.3.4 South Korea
      34. | | | 4.4.3.5 Malaysia
      35. | | | 4.4.3.6 Thailand
      36. | | | 4.4.3.7 Indonesia
      37. | | | 4.4.3.8 Rest of APAC
      38. | | 4.4.4 South America
      39. | | | 4.4.4.1 Brazil
      40. | | | 4.4.4.2 Mexico
      41. | | | 4.4.4.3 Argentina
      42. | | | 4.4.4.4 Rest of South America
      43. | | 4.4.5 MEA
      44. | | | 4.4.5.1 GCC Countries
      45. | | | 4.4.5.2 South Africa
      46. | | | 4.4.5.3 Rest of MEA
    5. SECTION V: COMPETITIVE ANALYSIS
      1. | 5.1 Competitive Landscape
      2. | | 5.1.1 Overview
      3. | | 5.1.2 Competitive Analysis
      4. | | 5.1.3 Market share Analysis
      5. | | 5.1.4 Major Growth Strategy in the Information and Communications Technology
      6. | | 5.1.5 Competitive Benchmarking
      7. | | 5.1.6 Leading Players in Terms of Number of Developments in the Information and Communications Technology
      8. | | 5.1.7 Key developments and growth strategies
      9. | | | 5.1.7.1 New Product Launch/Service Deployment
      10. | | | 5.1.7.2 Merger & Acquisitions
      11. | | | 5.1.7.3 Joint Ventures
      12. | | 5.1.8 Major Players Financial Matrix
      13. | | | 5.1.8.1 Sales and Operating Income
      14. | | | 5.1.8.2 Major Players R&D Expenditure. 2023
      15. | 5.2 Company Profiles
      16. | | 5.2.1 Bayer (DE)
      17. | | | 5.2.1.1 Financial Overview
      18. | | | 5.2.1.2 Products Offered
      19. | | | 5.2.1.3 Key Developments
      20. | | | 5.2.1.4 SWOT Analysis
      21. | | | 5.2.1.5 Key Strategies
      22. | | 5.2.2 Corteva (US)
      23. | | | 5.2.2.1 Financial Overview
      24. | | | 5.2.2.2 Products Offered
      25. | | | 5.2.2.3 Key Developments
      26. | | | 5.2.2.4 SWOT Analysis
      27. | | | 5.2.2.5 Key Strategies
      28. | | 5.2.3 John Deere (US)
      29. | | | 5.2.3.1 Financial Overview
      30. | | | 5.2.3.2 Products Offered
      31. | | | 5.2.3.3 Key Developments
      32. | | | 5.2.3.4 SWOT Analysis
      33. | | | 5.2.3.5 Key Strategies
      34. | | 5.2.4 Trimble (US)
      35. | | | 5.2.4.1 Financial Overview
      36. | | | 5.2.4.2 Products Offered
      37. | | | 5.2.4.3 Key Developments
      38. | | | 5.2.4.4 SWOT Analysis
      39. | | | 5.2.4.5 Key Strategies
      40. | | 5.2.5 AG Leader Technology (US)
      41. | | | 5.2.5.1 Financial Overview
      42. | | | 5.2.5.2 Products Offered
      43. | | | 5.2.5.3 Key Developments
      44. | | | 5.2.5.4 SWOT Analysis
      45. | | | 5.2.5.5 Key Strategies
      46. | | 5.2.6 Topcon (JP)
      47. | | | 5.2.6.1 Financial Overview
      48. | | | 5.2.6.2 Products Offered
      49. | | | 5.2.6.3 Key Developments
      50. | | | 5.2.6.4 SWOT Analysis
      51. | | | 5.2.6.5 Key Strategies
      52. | | 5.2.7 Raven Industries (US)
      53. | | | 5.2.7.1 Financial Overview
      54. | | | 5.2.7.2 Products Offered
      55. | | | 5.2.7.3 Key Developments
      56. | | | 5.2.7.4 SWOT Analysis
      57. | | | 5.2.7.5 Key Strategies
      58. | | 5.2.8 Syngenta (CH)
      59. | | | 5.2.8.1 Financial Overview
      60. | | | 5.2.8.2 Products Offered
      61. | | | 5.2.8.3 Key Developments
      62. | | | 5.2.8.4 SWOT Analysis
      63. | | | 5.2.8.5 Key Strategies
      64. | | 5.2.9 Taranis (IL)
      65. | | | 5.2.9.1 Financial Overview
      66. | | | 5.2.9.2 Products Offered
      67. | | | 5.2.9.3 Key Developments
      68. | | | 5.2.9.4 SWOT Analysis
      69. | | | 5.2.9.5 Key Strategies
      70. | 5.3 Appendix
      71. | | 5.3.1 References
      72. | | 5.3.2 Related Reports
    6. LIST OF FIGURES
      1. | 6.1 MARKET SYNOPSIS
      2. | 6.2 NORTH AMERICA MARKET ANALYSIS
      3. | 6.3 US MARKET ANALYSIS BY COMPONENT
      4. | 6.4 US MARKET ANALYSIS BY APPLICATION
      5. | 6.5 US MARKET ANALYSIS BY DEPLOYMENT
      6. | 6.6 CANADA MARKET ANALYSIS BY COMPONENT
      7. | 6.7 CANADA MARKET ANALYSIS BY APPLICATION
      8. | 6.8 CANADA MARKET ANALYSIS BY DEPLOYMENT
      9. | 6.9 EUROPE MARKET ANALYSIS
      10. | 6.10 GERMANY MARKET ANALYSIS BY COMPONENT
      11. | 6.11 GERMANY MARKET ANALYSIS BY APPLICATION
      12. | 6.12 GERMANY MARKET ANALYSIS BY DEPLOYMENT
      13. | 6.13 UK MARKET ANALYSIS BY COMPONENT
      14. | 6.14 UK MARKET ANALYSIS BY APPLICATION
      15. | 6.15 UK MARKET ANALYSIS BY DEPLOYMENT
      16. | 6.16 FRANCE MARKET ANALYSIS BY COMPONENT
      17. | 6.17 FRANCE MARKET ANALYSIS BY APPLICATION
      18. | 6.18 FRANCE MARKET ANALYSIS BY DEPLOYMENT
      19. | 6.19 RUSSIA MARKET ANALYSIS BY COMPONENT
      20. | 6.20 RUSSIA MARKET ANALYSIS BY APPLICATION
      21. | 6.21 RUSSIA MARKET ANALYSIS BY DEPLOYMENT
      22. | 6.22 ITALY MARKET ANALYSIS BY COMPONENT
      23. | 6.23 ITALY MARKET ANALYSIS BY APPLICATION
      24. | 6.24 ITALY MARKET ANALYSIS BY DEPLOYMENT
      25. | 6.25 SPAIN MARKET ANALYSIS BY COMPONENT
      26. | 6.26 SPAIN MARKET ANALYSIS BY APPLICATION
      27. | 6.27 SPAIN MARKET ANALYSIS BY DEPLOYMENT
      28. | 6.28 REST OF EUROPE MARKET ANALYSIS BY COMPONENT
      29. | 6.29 REST OF EUROPE MARKET ANALYSIS BY APPLICATION
      30. | 6.30 REST OF EUROPE MARKET ANALYSIS BY DEPLOYMENT
      31. | 6.31 APAC MARKET ANALYSIS
      32. | 6.32 CHINA MARKET ANALYSIS BY COMPONENT
      33. | 6.33 CHINA MARKET ANALYSIS BY APPLICATION
      34. | 6.34 CHINA MARKET ANALYSIS BY DEPLOYMENT
      35. | 6.35 INDIA MARKET ANALYSIS BY COMPONENT
      36. | 6.36 INDIA MARKET ANALYSIS BY APPLICATION
      37. | 6.37 INDIA MARKET ANALYSIS BY DEPLOYMENT
      38. | 6.38 JAPAN MARKET ANALYSIS BY COMPONENT
      39. | 6.39 JAPAN MARKET ANALYSIS BY APPLICATION
      40. | 6.40 JAPAN MARKET ANALYSIS BY DEPLOYMENT
      41. | 6.41 SOUTH KOREA MARKET ANALYSIS BY COMPONENT
      42. | 6.42 SOUTH KOREA MARKET ANALYSIS BY APPLICATION
      43. | 6.43 SOUTH KOREA MARKET ANALYSIS BY DEPLOYMENT
      44. | 6.44 MALAYSIA MARKET ANALYSIS BY COMPONENT
      45. | 6.45 MALAYSIA MARKET ANALYSIS BY APPLICATION
      46. | 6.46 MALAYSIA MARKET ANALYSIS BY DEPLOYMENT
      47. | 6.47 THAILAND MARKET ANALYSIS BY COMPONENT
      48. | 6.48 THAILAND MARKET ANALYSIS BY APPLICATION
      49. | 6.49 THAILAND MARKET ANALYSIS BY DEPLOYMENT
      50. | 6.50 INDONESIA MARKET ANALYSIS BY COMPONENT
      51. | 6.51 INDONESIA MARKET ANALYSIS BY APPLICATION
      52. | 6.52 INDONESIA MARKET ANALYSIS BY DEPLOYMENT
      53. | 6.53 REST OF APAC MARKET ANALYSIS BY COMPONENT
      54. | 6.54 REST OF APAC MARKET ANALYSIS BY APPLICATION
      55. | 6.55 REST OF APAC MARKET ANALYSIS BY DEPLOYMENT
      56. | 6.56 SOUTH AMERICA MARKET ANALYSIS
      57. | 6.57 BRAZIL MARKET ANALYSIS BY COMPONENT
      58. | 6.58 BRAZIL MARKET ANALYSIS BY APPLICATION
      59. | 6.59 BRAZIL MARKET ANALYSIS BY DEPLOYMENT
      60. | 6.60 MEXICO MARKET ANALYSIS BY COMPONENT
      61. | 6.61 MEXICO MARKET ANALYSIS BY APPLICATION
      62. | 6.62 MEXICO MARKET ANALYSIS BY DEPLOYMENT
      63. | 6.63 ARGENTINA MARKET ANALYSIS BY COMPONENT
      64. | 6.64 ARGENTINA MARKET ANALYSIS BY APPLICATION
      65. | 6.65 ARGENTINA MARKET ANALYSIS BY DEPLOYMENT
      66. | 6.66 REST OF SOUTH AMERICA MARKET ANALYSIS BY COMPONENT
      67. | 6.67 REST OF SOUTH AMERICA MARKET ANALYSIS BY APPLICATION
      68. | 6.68 REST OF SOUTH AMERICA MARKET ANALYSIS BY DEPLOYMENT
      69. | 6.69 MEA MARKET ANALYSIS
      70. | 6.70 GCC COUNTRIES MARKET ANALYSIS BY COMPONENT
      71. | 6.71 GCC COUNTRIES MARKET ANALYSIS BY APPLICATION
      72. | 6.72 GCC COUNTRIES MARKET ANALYSIS BY DEPLOYMENT
      73. | 6.73 SOUTH AFRICA MARKET ANALYSIS BY COMPONENT
      74. | 6.74 SOUTH AFRICA MARKET ANALYSIS BY APPLICATION
      75. | 6.75 SOUTH AFRICA MARKET ANALYSIS BY DEPLOYMENT
      76. | 6.76 REST OF MEA MARKET ANALYSIS BY COMPONENT
      77. | 6.77 REST OF MEA MARKET ANALYSIS BY APPLICATION
      78. | 6.78 REST OF MEA MARKET ANALYSIS BY DEPLOYMENT
      79. | 6.79 KEY BUYING CRITERIA OF INFORMATION AND COMMUNICATIONS TECHNOLOGY
      80. | 6.80 RESEARCH PROCESS OF MRFR
      81. | 6.81 DRO ANALYSIS OF INFORMATION AND COMMUNICATIONS TECHNOLOGY
      82. | 6.82 DRIVERS IMPACT ANALYSIS: INFORMATION AND COMMUNICATIONS TECHNOLOGY
      83. | 6.83 RESTRAINTS IMPACT ANALYSIS: INFORMATION AND COMMUNICATIONS TECHNOLOGY
      84. | 6.84 SUPPLY / VALUE CHAIN: INFORMATION AND COMMUNICATIONS TECHNOLOGY
      85. | 6.85 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY COMPONENT, 2024 (% SHARE)
      86. | 6.86 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY COMPONENT, 2024 TO 2035 (USD Billion)
      87. | 6.87 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY APPLICATION, 2024 (% SHARE)
      88. | 6.88 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY APPLICATION, 2024 TO 2035 (USD Billion)
      89. | 6.89 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY DEPLOYMENT, 2024 (% SHARE)
      90. | 6.90 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY DEPLOYMENT, 2024 TO 2035 (USD Billion)
      91. | 6.91 BENCHMARKING OF MAJOR COMPETITORS
    7. LIST OF TABLES
      1. | 7.1 LIST OF ASSUMPTIONS
      2. | | 7.1.1
      3. | 7.2 North America MARKET SIZE ESTIMATES; FORECAST
      4. | | 7.2.1 BY COMPONENT, 2025-2035 (USD Billion)
      5. | | 7.2.2 BY APPLICATION, 2025-2035 (USD Billion)
      6. | | 7.2.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      7. | 7.3 US MARKET SIZE ESTIMATES; FORECAST
      8. | | 7.3.1 BY COMPONENT, 2025-2035 (USD Billion)
      9. | | 7.3.2 BY APPLICATION, 2025-2035 (USD Billion)
      10. | | 7.3.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      11. | 7.4 Canada MARKET SIZE ESTIMATES; FORECAST
      12. | | 7.4.1 BY COMPONENT, 2025-2035 (USD Billion)
      13. | | 7.4.2 BY APPLICATION, 2025-2035 (USD Billion)
      14. | | 7.4.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      15. | 7.5 Europe MARKET SIZE ESTIMATES; FORECAST
      16. | | 7.5.1 BY COMPONENT, 2025-2035 (USD Billion)
      17. | | 7.5.2 BY APPLICATION, 2025-2035 (USD Billion)
      18. | | 7.5.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      19. | 7.6 Germany MARKET SIZE ESTIMATES; FORECAST
      20. | | 7.6.1 BY COMPONENT, 2025-2035 (USD Billion)
      21. | | 7.6.2 BY APPLICATION, 2025-2035 (USD Billion)
      22. | | 7.6.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      23. | 7.7 UK MARKET SIZE ESTIMATES; FORECAST
      24. | | 7.7.1 BY COMPONENT, 2025-2035 (USD Billion)
      25. | | 7.7.2 BY APPLICATION, 2025-2035 (USD Billion)
      26. | | 7.7.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      27. | 7.8 France MARKET SIZE ESTIMATES; FORECAST
      28. | | 7.8.1 BY COMPONENT, 2025-2035 (USD Billion)
      29. | | 7.8.2 BY APPLICATION, 2025-2035 (USD Billion)
      30. | | 7.8.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      31. | 7.9 Russia MARKET SIZE ESTIMATES; FORECAST
      32. | | 7.9.1 BY COMPONENT, 2025-2035 (USD Billion)
      33. | | 7.9.2 BY APPLICATION, 2025-2035 (USD Billion)
      34. | | 7.9.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      35. | 7.10 Italy MARKET SIZE ESTIMATES; FORECAST
      36. | | 7.10.1 BY COMPONENT, 2025-2035 (USD Billion)
      37. | | 7.10.2 BY APPLICATION, 2025-2035 (USD Billion)
      38. | | 7.10.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      39. | 7.11 Spain MARKET SIZE ESTIMATES; FORECAST
      40. | | 7.11.1 BY COMPONENT, 2025-2035 (USD Billion)
      41. | | 7.11.2 BY APPLICATION, 2025-2035 (USD Billion)
      42. | | 7.11.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      43. | 7.12 Rest of Europe MARKET SIZE ESTIMATES; FORECAST
      44. | | 7.12.1 BY COMPONENT, 2025-2035 (USD Billion)
      45. | | 7.12.2 BY APPLICATION, 2025-2035 (USD Billion)
      46. | | 7.12.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      47. | 7.13 APAC MARKET SIZE ESTIMATES; FORECAST
      48. | | 7.13.1 BY COMPONENT, 2025-2035 (USD Billion)
      49. | | 7.13.2 BY APPLICATION, 2025-2035 (USD Billion)
      50. | | 7.13.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      51. | 7.14 China MARKET SIZE ESTIMATES; FORECAST
      52. | | 7.14.1 BY COMPONENT, 2025-2035 (USD Billion)
      53. | | 7.14.2 BY APPLICATION, 2025-2035 (USD Billion)
      54. | | 7.14.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      55. | 7.15 India MARKET SIZE ESTIMATES; FORECAST
      56. | | 7.15.1 BY COMPONENT, 2025-2035 (USD Billion)
      57. | | 7.15.2 BY APPLICATION, 2025-2035 (USD Billion)
      58. | | 7.15.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      59. | 7.16 Japan MARKET SIZE ESTIMATES; FORECAST
      60. | | 7.16.1 BY COMPONENT, 2025-2035 (USD Billion)
      61. | | 7.16.2 BY APPLICATION, 2025-2035 (USD Billion)
      62. | | 7.16.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      63. | 7.17 South Korea MARKET SIZE ESTIMATES; FORECAST
      64. | | 7.17.1 BY COMPONENT, 2025-2035 (USD Billion)
      65. | | 7.17.2 BY APPLICATION, 2025-2035 (USD Billion)
      66. | | 7.17.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      67. | 7.18 Malaysia MARKET SIZE ESTIMATES; FORECAST
      68. | | 7.18.1 BY COMPONENT, 2025-2035 (USD Billion)
      69. | | 7.18.2 BY APPLICATION, 2025-2035 (USD Billion)
      70. | | 7.18.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      71. | 7.19 Thailand MARKET SIZE ESTIMATES; FORECAST
      72. | | 7.19.1 BY COMPONENT, 2025-2035 (USD Billion)
      73. | | 7.19.2 BY APPLICATION, 2025-2035 (USD Billion)
      74. | | 7.19.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      75. | 7.20 Indonesia MARKET SIZE ESTIMATES; FORECAST
      76. | | 7.20.1 BY COMPONENT, 2025-2035 (USD Billion)
      77. | | 7.20.2 BY APPLICATION, 2025-2035 (USD Billion)
      78. | | 7.20.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      79. | 7.21 Rest of APAC MARKET SIZE ESTIMATES; FORECAST
      80. | | 7.21.1 BY COMPONENT, 2025-2035 (USD Billion)
      81. | | 7.21.2 BY APPLICATION, 2025-2035 (USD Billion)
      82. | | 7.21.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      83. | 7.22 South America MARKET SIZE ESTIMATES; FORECAST
      84. | | 7.22.1 BY COMPONENT, 2025-2035 (USD Billion)
      85. | | 7.22.2 BY APPLICATION, 2025-2035 (USD Billion)
      86. | | 7.22.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      87. | 7.23 Brazil MARKET SIZE ESTIMATES; FORECAST
      88. | | 7.23.1 BY COMPONENT, 2025-2035 (USD Billion)
      89. | | 7.23.2 BY APPLICATION, 2025-2035 (USD Billion)
      90. | | 7.23.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      91. | 7.24 Mexico MARKET SIZE ESTIMATES; FORECAST
      92. | | 7.24.1 BY COMPONENT, 2025-2035 (USD Billion)
      93. | | 7.24.2 BY APPLICATION, 2025-2035 (USD Billion)
      94. | | 7.24.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      95. | 7.25 Argentina MARKET SIZE ESTIMATES; FORECAST
      96. | | 7.25.1 BY COMPONENT, 2025-2035 (USD Billion)
      97. | | 7.25.2 BY APPLICATION, 2025-2035 (USD Billion)
      98. | | 7.25.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      99. | 7.26 Rest of South America MARKET SIZE ESTIMATES; FORECAST
      100. | | 7.26.1 BY COMPONENT, 2025-2035 (USD Billion)
      101. | | 7.26.2 BY APPLICATION, 2025-2035 (USD Billion)
      102. | | 7.26.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      103. | 7.27 MEA MARKET SIZE ESTIMATES; FORECAST
      104. | | 7.27.1 BY COMPONENT, 2025-2035 (USD Billion)
      105. | | 7.27.2 BY APPLICATION, 2025-2035 (USD Billion)
      106. | | 7.27.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      107. | 7.28 GCC Countries MARKET SIZE ESTIMATES; FORECAST
      108. | | 7.28.1 BY COMPONENT, 2025-2035 (USD Billion)
      109. | | 7.28.2 BY APPLICATION, 2025-2035 (USD Billion)
      110. | | 7.28.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      111. | 7.29 South Africa MARKET SIZE ESTIMATES; FORECAST
      112. | | 7.29.1 BY COMPONENT, 2025-2035 (USD Billion)
      113. | | 7.29.2 BY APPLICATION, 2025-2035 (USD Billion)
      114. | | 7.29.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      115. | 7.30 Rest of MEA MARKET SIZE ESTIMATES; FORECAST
      116. | | 7.30.1 BY COMPONENT, 2025-2035 (USD Billion)
      117. | | 7.30.2 BY APPLICATION, 2025-2035 (USD Billion)
      118. | | 7.30.3 BY DEPLOYMENT, 2025-2035 (USD Billion)
      119. | 7.31 PRODUCT LAUNCH/PRODUCT DEVELOPMENT/APPROVAL
      120. | | 7.31.1
      121. | 7.32 ACQUISITION/PARTNERSHIP
      122. | | 7.32.1

    Digital Agriculture Market Segmentation

    Digital Agriculture Component Outlook (USD Billion, 2018-2032)

    Hardware

    Software

    Services

    Digital Agriculture Application Outlook (USD Billion, 2018-2032)

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Digital Agriculture Deployment Outlook (USD Billion, 2018-2032)

    Cloud

    On-premises

    Digital Agriculture Regional Outlook (USD Billion, 2018-2032)

    North America Outlook (USD Billion, 2018-2032)

    North America Digital Agriculture by Component

    Hardware

    Software

    Services

    North America Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    North America Digital Agriculture by Deployment

    Cloud

    On-premises

    US Outlook (USD Billion, 2018-2032)

    US Digital Agriculture by Component

    Hardware

    Software

    Services

    US Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    US Digital Agriculture by Deployment

    Cloud

    On-premises

    Canada Outlook (USD Billion, 2018-2032)

    Canada Digital Agriculture by Component

    Hardware

    Software

    Services

    Canada Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Canada Digital Agriculture by Deployment

    Cloud

    On-premises

    Europe Outlook (USD Billion, 2018-2032)

    Europe Digital Agriculture by Component

    Hardware

    Software

    Services

    Europe Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Europe Digital Agriculture by Deployment

    Cloud

    On-premises

    Germany Outlook (USD Billion, 2018-2032)

    Germany Digital Agriculture by Component

    Hardware

    Software

    Services

    Germany Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Germany Digital Agriculture by Deployment

    Cloud

    On-premises

    France Outlook (USD Billion, 2018-2032)

    France Digital Agriculture by Component

    Hardware

    Software

    Services

    France Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    France Digital Agriculture by Deployment

    Cloud

    On-premises

    UK Outlook (USD Billion, 2018-2032)

    UK Digital Agriculture by Component

    Hardware

    Software

    Services

    UK Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    UK Digital Agriculture by Deployment

    Cloud

    On-premises

    Italy Outlook (USD Billion, 2018-2032)

    Italy Digital Agriculture by Component

    Hardware

    Software

    Services

    Italy Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Italy Digital Agriculture by Deployment

    Cloud

    On-premises

    Spain Outlook (USD Billion, 2018-2032)

    Spain Digital Agriculture by Component

    Hardware

    Software

    Services

    Spain Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Spain Digital Agriculture by Deployment

    Cloud

    On-premises

    Rest Of Europe Outlook (USD Billion, 2018-2032)

    Rest Of Europe Digital Agriculture by Component

    Hardware

    Software

    Services

    Rest Of Europe Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Rest Of Europe Digital Agriculture by Deployment

    Cloud

    On-premises

    Asia-Pacific Outlook (USD Billion, 2018-2032)

    Asia-Pacific Digital Agriculture by Component

    Hardware

    Software

    Services

    Asia-Pacific Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Asia-Pacific Digital Agriculture by Deployment

    Cloud

    On-premises

    China Outlook (USD Billion, 2018-2032)

    China Digital Agriculture by Component

    Hardware

    Software

    Services

    China Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    China Digital Agriculture by Deployment

    Cloud

    On-premises

    Japan Outlook (USD Billion, 2018-2032)

    Japan Digital Agriculture by Component

    Hardware

    Software

    Services

    Japan Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Japan Digital Agriculture by Deployment

    Cloud

    On-premises

    India Outlook (USD Billion, 2018-2032)

    India Digital Agriculture by Component

    Hardware

    Software

    Services

    India Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    India Digital Agriculture by Deployment

    Cloud

    On-premises

    Australia Outlook (USD Billion, 2018-2032)

    Australia Digital Agriculture by Component

    Hardware

    Software

    Services

    Australia Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Australia Digital Agriculture by Deployment

    Cloud

    On-premises

    Rest of Asia-Pacific Outlook (USD Billion, 2018-2032)

    Rest of Asia-Pacific Digital Agriculture by Component

    Hardware

    Software

    Services

    Rest of Asia-Pacific Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Rest of Asia-Pacific Digital Agriculture by Deployment

    Cloud

    On-premises

    Rest of the World Outlook (USD Billion, 2018-2032)

    Rest of the World Digital Agriculture by Component

    Hardware

    Software

    Services

    Rest of the World Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Rest of the World Digital Agriculture by Deployment

    Cloud

    On-premises

    Middle East Outlook (USD Billion, 2018-2032)

    Middle East Digital Agriculture by Component

    Hardware

    Software

    Services

    Middle East Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Middle East Digital Agriculture by Deployment

    Cloud

    On-premises

    Africa Outlook (USD Billion, 2018-2032)

    Africa Digital Agriculture by Component

    Hardware

    Software

    Services

    Africa Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Africa Digital Agriculture by Deployment

    Cloud

    On-premises

    Latin America Outlook (USD Billion, 2018-2032)

    Latin America Digital Agriculture by Component

    Hardware

    Software

    Services

    Latin America Digital Agriculture by Application

    Yield monitoring

    Field mapping

    Crop monitoring

    Livestock monitoring

    Real-time safety testing

    Soil monitoring

    Precision farming

    Latin America Digital Agriculture by Deployment

    Cloud

    On-premises

    Infographic

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    “I am very pleased with how market segments have been defined in a relevant way for my purposes (such as "Portable Freezers & refrigerators" and "last-mile"). In general the report is well structured. Thanks very much for your efforts.”

    Victoria Milne

    Founder
    Case Study
    Chemicals and Materials

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