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市场调查报告书
商品编码
1613362

数位农业市场:按类型、配置和应用划分 - 2025-2030 年全球预测

Digital Agriculture Market by Type (Hardware, Service, Software), Deployment (Cloud, On-premises), Application - Global Forecast 2025-2030

出版日期: | 出版商: 360iResearch | 英文 182 Pages | 商品交期: 最快1-2个工作天内

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2023年数位农业市场价值为198.8亿美元,预计2024年将达到218.5亿美元,复合年增长率为10.43%,到2030年将达到398.4亿美元。

数位农业包括使用资料集中技术来提高生产力、永续性、效率并彻底改变农业实践。结合物联网设备、人工智慧、机器学习和遥感探测等工具来分析资料、自动化流程并实现精密农业。全球人口成长、气候变迁、资源稀缺以及对永续农业方法的需求等挑战催生了对数位农业的需求。其应用范围广泛,包括作物监测、土壤管理、预测分析和牲畜管理。最终用途涵盖各种相关人员,包括农民、农业合作社、食品公司和政府机构。

主要市场统计
基准年[2023] 198.8亿美元
预计年份 [2024] 218.5亿美元
预测年份 [2030] 398.4亿美元
复合年增长率(%) 10.43%

市场成长受到技术进步、智慧农业技术的日益采用以及鼓励永续农业的政府支持政策等因素的影响。此外,对高品质食品的需求加上减少环境足迹的压力进一步推动了数位农业的采用。新的商机在于整合区块链实现透明供应链、利用人工智慧增强决策、扩大精密农业技术领域。公司可以透过投资研发并与高科技公司建立策略伙伴关係关係来利用这些趋势。

然而,一些挑战正在阻碍市场成长。其中包括高昂的初始投资成本、农村地区缺乏数位基础设施以及资料隐私问题。此外,农民由于缺乏培训和意识而抵制引进新技术也可能是一个主要障碍。

该领域的创新可以专注于开发适合小农的负担得起的技术、加强资料互通性标准以及建立强大的网路安全框架。机器学习主导的预测分析和自主机器等研究领域可以将效率和生产力提升到新的水平。市场的本质是高度动态的,不断的技术进步正在重塑农业实践。相关人员需要灵活地捕捉技术变革,同时应对永续性和扩充性挑战,以推动数位农业的未来成长。

市场动态:揭示快速发展的数位农业市场的关键市场洞察

供给和需求的动态相互作用正在改变数位农业市场。透过了解这些不断变化的市场动态,公司可以准备好做出明智的投资决策、完善策略决策并抓住新的商机。全面了解这些趋势可以帮助企业降低政治、地理、技术、社会和经济领域的风险,同时也能帮助消费行为及其对製造业的影响。

  • 市场驱动因素
    • 人口成长导致农业生产需求增加
    • 透过精密农业技术增加农业方法
    • 专注植物病害检测改善农业
  • 市场限制因素
    • 农民不愿引进技术
  • 市场机会
    • 物联网、机器学习和农业人工智慧等数位技术的进步
    • 增加政府在农业中引入数位化倡议的可用性
  • 市场挑战
    • 人们越来越关注资料管理

波特五力:驾驭数位农业市场的策略工具

波特的五力框架是理解市场竞争格局的重要工具。波特的五力框架为评估公司的竞争地位和探索策略机会提供了清晰的方法。该框架可帮助公司评估市场动态并确定新业务的盈利。这些见解使公司能够利用自己的优势、解决弱点并避免潜在的挑战,以确保更强大的市场地位。

PESTLE分析:了解数位农业市场的外部影响

外部宏观环境因素在塑造数位农业市场的绩效动态方面发挥着至关重要的作用。对政治、经济、社会、技术、法律和环境因素的分析提供了应对这些影响所需的资讯。透过调查 PESTLE 因素,公司可以更了解潜在的风险和机会。这种分析可以帮助公司预测法规、消费者偏好和经济趋势的变化,并为他们做出积极主动的决策做好准备。

市场占有率分析 了解数位农业市场竞争态势

数位农业市场的详细市场占有率分析可以对供应商的业绩进行全面评估。公司可以透过比较收益、客户群和成长率等关键指标来揭示其竞争地位。该分析揭示了市场集中、分散和整合的趋势,为供应商提供了製定策略决策所需的洞察力,使他们能够在日益激烈的竞争中占有一席之地。

FPNV 数位农业市场定位矩阵供应商绩效评估

FPNV定位矩阵是评估数位农业市场供应商的重要工具。此矩阵允许业务组织根据商务策略和产品满意度评估供应商,从而做出与其目标相符的明智决策。这四个象限使您能够清晰、准确地划分供应商,并确定最能满足您的策略目标的合作伙伴和解决方案。

策略分析和建议绘製数位农业市场的成功之路

对于希望加强在全球市场的影响力的公司来说,数位农业市场的策略分析至关重要。透过审查关键资源、能力和绩效指标,公司可以识别成长机会并努力改进。这种方法使您能够克服竞争环境中的挑战,利用新的商机并取得长期成功。

本报告对市场进行了全面分析,涵盖关键重点领域:

1. 市场渗透率:对当前市场环境的详细审查、主要企业的广泛资料、对其在市场中的影响力和整体影响力的评估。

2. 市场开拓:辨识新兴市场的成长机会,评估现有领域的扩张潜力,并提供未来成长的策略蓝图。

3. 市场多元化:分析近期产品发布、开拓地区、关键产业进展、塑造市场的策略投资。

4. 竞争评估与情报:彻底分析竞争格局,检验市场占有率、业务策略、产品系列、认证、监理核准、专利趋势、主要企业的技术进步等。

5. 产品开发与创新:重点在于有望推动未来市场成长的最尖端科技、研发活动和产品创新。

我们也回答重要问题,帮助相关人员做出明智的决策:

1.目前的市场规模和未来的成长预测是多少?

2. 哪些产品、区隔市场和地区提供最佳投资机会?

3.塑造市场的主要技术趋势和监管影响是什么?

4.主要厂商的市场占有率和竞争地位如何?

5. 推动供应商市场进入和退出策略的收益来源和策略机会是什么?

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 人口成长导致农业生产需求增加
      • 扩大精密农业技术在农业的引进
      • 专注于植物病害检测以改善农业
    • 抑制因素
      • 农民不愿引进技术
    • 机会
      • 物联网、机器学习和农业人工智慧等数位技术的进步
      • 各国政府加大力度在农业领域引进数位化
    • 任务
      • 人们越来越关注资料管理
  • 市场区隔分析
    • 类型:对数位农业服务的兴趣日益浓厚
    • 部署:云端部署方面的进步提高了营运灵活性
    • 应用:使用数位解决方案改善土壤监测
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 经济
    • 社群
    • 技术的
    • 合法地
    • 环境

第六章数位农业市场:按类型

  • 硬体
    • 自动化和控制系统
    • 感测和监控设备
  • 服务
  • 软体

第七章 数位农业市场:依发展划分

  • 本地

第八章数位农业市场:依应用分类

  • 作物侦察
  • 现场测绘
  • 土壤监测
  • 可变利率申请
  • 产量监控

第九章美洲数位农业市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十章亚太数位农业市场

  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十一章 欧洲、中东和非洲数位农业市场

  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第十二章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵,2023
  • 竞争情境分析
    • Barchart 和 AgVision 宣布建立综合数位农业伙伴关係
    • Copa Cogeca 与 ESA 建立伙伴关係以确保永续的未来
    • BASF在巴西启动新的 Xarvio 农业专家计划,以扩大数位农业技术的取得和使用
  • 战略分析和建议

公司名单

  • 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 NV
  • Small Robot Company
  • Syngenta Crop Protection AG
  • SZ DJI Technology Co., Ltd.
  • Taranis Visual Ltd.
  • TELUS
  • Trimble Inc.
  • Vodafone Group PLC
Product Code: MRR-961BA04A2DF4

The Digital Agriculture Market was valued at USD 19.88 billion in 2023, expected to reach USD 21.85 billion in 2024, and is projected to grow at a CAGR of 10.43%, to USD 39.84 billion by 2030.

Digital agriculture encompasses the use of data-intensive technologies to revolutionize farming practices, enhancing productivity, sustainability, and efficiency. It incorporates tools like IoT devices, AI, machine learning, and remote sensing to analyze data, automate processes, and enable precision farming. The necessity of digital agriculture arises from challenges such as the growing global population, climate change, resource scarcity, and the need for sustainable farming practices. Its applications are vast, including crop monitoring, soil management, predictive analysis, and livestock management. End-use scope extends across various stakeholders, including farmers, agricultural cooperatives, food companies, and governmental bodies.

KEY MARKET STATISTICS
Base Year [2023] USD 19.88 billion
Estimated Year [2024] USD 21.85 billion
Forecast Year [2030] USD 39.84 billion
CAGR (%) 10.43%

Market growth is influenced by factors such as advancements in technology, increasing adoption of smart farming techniques, and supportive governmental policies encouraging sustainable agriculture. Additionally, the demand for high-quality food products, coupled with the pressure to reduce environmental footprints, further drives digital agriculture adoption. Emerging opportunities lie in integrating blockchain for transparent supply chains, leveraging AI for enhanced decision-making, and expanding precision farming techniques globally. Firms can capitalize on these trends by investing in R&D and forging strategic partnerships with tech companies.

However, several challenges impede market growth. These include high initial investment costs, lack of digital infrastructure in rural areas, and data privacy issues. Additionally, farmers' resistance to adopt new technologies due to lack of training and awareness can be a significant hurdle.

Innovation in this domain can focus on developing affordable technologies tailored for small-scale farmers, enhancing data interoperability standards, and creating robust cybersecurity frameworks. Research areas such as machine learning-driven predictive analytics and autonomous machinery can unlock new efficiencies and productivity levels. The market's nature is highly dynamic, with continuous technological advancements reshaping agricultural practices. Stakeholders need to be agile, capturing technological shifts while addressing sustainability and scalability challenges, to drive future growth in digital agriculture.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Digital Agriculture Market

The Digital Agriculture Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • Rising demand for agricultural production owing to increasing population
    • Increase approach of precision agriculture techniques to farming
    • Focus on disease detection in plants to improve farming
  • Market Restraints
    • Reluctance of farmers to adopt technology
  • Market Opportunities
    • Advancement of digital technologies such as IoT, machine learning, and AI for agriculture
    • Increase in availability of initiatives by the government to adopt digitalization in agriculture
  • Market Challenges
    • Growing concern regarding data management

Porter's Five Forces: A Strategic Tool for Navigating the Digital Agriculture Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Digital Agriculture Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Digital Agriculture Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Digital Agriculture Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Digital Agriculture Market

A detailed market share analysis in the Digital Agriculture Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Digital Agriculture Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Digital Agriculture Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Digital Agriculture Market

A strategic analysis of the Digital Agriculture Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

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

Market Segmentation & Coverage

This research report categorizes the Digital Agriculture Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Type, market is studied across Hardware, Service, and Software. The Hardware is further studied across Automation & Control Systems and Sensing & Monitoring Device.
  • Based on Deployment, market is studied across Cloud and On-premises.
  • Based on Application, market is studied across Crop Scouting, Field Mapping, Soil Monitoring, Variable Rate Application, and Yield Monitoring.
  • 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.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Rising demand for agricultural production owing to increasing population
      • 5.1.1.2. Increase approach of precision agriculture techniques to farming
      • 5.1.1.3. Focus on disease detection in plants to improve farming
    • 5.1.2. Restraints
      • 5.1.2.1. Reluctance of farmers to adopt technology
    • 5.1.3. Opportunities
      • 5.1.3.1. Advancement of digital technologies such as IoT, machine learning, and AI for agriculture
      • 5.1.3.2. Increase in availability of initiatives by the government to adopt digitalization in agriculture
    • 5.1.4. Challenges
      • 5.1.4.1. Growing concern regarding data management
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Type: Rising inclination towards digital agriculture services
    • 5.2.2. Deployment: Advances of on cloud deployment for improved operational flexibility
    • 5.2.3. Application: Improvements in soil monitoring using digital solutions
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental

6. Digital Agriculture Market, by Type

  • 6.1. Introduction
  • 6.2. Hardware
    • 6.2.1. Automation & Control Systems
    • 6.2.2. Sensing & Monitoring Device
  • 6.3. Service
  • 6.4. Software

7. Digital Agriculture Market, by Deployment

  • 7.1. Introduction
  • 7.2. Cloud
  • 7.3. On-premises

8. Digital Agriculture Market, by Application

  • 8.1. Introduction
  • 8.2. Crop Scouting
  • 8.3. Field Mapping
  • 8.4. Soil Monitoring
  • 8.5. Variable Rate Application
  • 8.6. Yield Monitoring

9. Americas Digital Agriculture Market

  • 9.1. Introduction
  • 9.2. Argentina
  • 9.3. Brazil
  • 9.4. Canada
  • 9.5. Mexico
  • 9.6. United States

10. Asia-Pacific Digital Agriculture Market

  • 10.1. Introduction
  • 10.2. Australia
  • 10.3. China
  • 10.4. India
  • 10.5. Indonesia
  • 10.6. Japan
  • 10.7. Malaysia
  • 10.8. Philippines
  • 10.9. Singapore
  • 10.10. South Korea
  • 10.11. Taiwan
  • 10.12. Thailand
  • 10.13. Vietnam

11. Europe, Middle East & Africa Digital Agriculture Market

  • 11.1. Introduction
  • 11.2. Denmark
  • 11.3. Egypt
  • 11.4. Finland
  • 11.5. France
  • 11.6. Germany
  • 11.7. Israel
  • 11.8. Italy
  • 11.9. Netherlands
  • 11.10. Nigeria
  • 11.11. Norway
  • 11.12. Poland
  • 11.13. Qatar
  • 11.14. Russia
  • 11.15. Saudi Arabia
  • 11.16. South Africa
  • 11.17. Spain
  • 11.18. Sweden
  • 11.19. Switzerland
  • 11.20. Turkey
  • 11.21. United Arab Emirates
  • 11.22. United Kingdom

12. Competitive Landscape

  • 12.1. Market Share Analysis, 2023
  • 12.2. FPNV Positioning Matrix, 2023
  • 12.3. Competitive Scenario Analysis
    • 12.3.1. Barchart and AgVision Announce Integration Partnership For Digital Agriculture
    • 12.3.2. Copa-Cogeca and ESA Launch Partnership to Secure The Future of Sustainable and Digital Agriculture
    • 12.3.3. BASF Launches New Xarvio Agro Experts Program In Brazil To Increase Access And Use Of Digital Farming Technologies
  • 12.4. Strategy Analysis & Recommendation

Companies Mentioned

  • 1. Accenture PLC
  • 2. AGCO Corporation
  • 3. AgGateway
  • 4. Agreena ApS
  • 5. AgriWebb Pty Ltd.
  • 6. AKVA group ASA
  • 7. Arable Labs, Inc.
  • 8. BASF SE
  • 9. Bayer AG
  • 10. Ceres Imaging, Inc.
  • 11. Cisco Systems, Inc.
  • 12. CropX Technologies Ltd.
  • 13. Deere & Company
  • 14. DeLaval by Tetra Laval Group
  • 15. DTN, LLC
  • 16. Epicor Software Corporation
  • 17. Eurofins Scientific
  • 18. Farmers Business Network, Inc.
  • 19. Farmers Edge Inc.
  • 20. Gamaya by Mahindra & Mahindra
  • 21. Hexagon AB
  • 22. International Business Machines Corporation
  • 23. Microsoft Corporation
  • 24. PrecisionHawk, Inc. by Field Group
  • 25. Raven Industries, Inc. by CNH Industrial N.V.
  • 26. Small Robot Company
  • 27. Syngenta Crop Protection AG
  • 28. SZ DJI Technology Co., Ltd.
  • 29. Taranis Visual Ltd.
  • 30. TELUS
  • 31. Trimble Inc.
  • 32. Vodafone Group PLC

LIST OF FIGURES

  • FIGURE 1. DIGITAL AGRICULTURE MARKET RESEARCH PROCESS
  • FIGURE 2. DIGITAL AGRICULTURE MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 13. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 15. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 17. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 19. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. DIGITAL AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 21. DIGITAL AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. DIGITAL AGRICULTURE MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. DIGITAL AGRICULTURE MARKET DYNAMICS
  • TABLE 7. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AUTOMATION & CONTROL SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SENSING & MONITORING DEVICE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP SCOUTING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD MAPPING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOIL MONITORING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY VARIABLE RATE APPLICATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY YIELD MONITORING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 23. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 24. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 25. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 26. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 27. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 28. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 29. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 30. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 31. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 32. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 33. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 34. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 35. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 36. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 37. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 38. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 39. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 40. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 41. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 42. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 43. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 44. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 45. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 46. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 47. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 48. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 49. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 50. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 51. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 52. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 53. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 54. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 55. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 56. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 57. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 58. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 59. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 60. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 61. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 62. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 63. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 64. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 65. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 66. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 67. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 68. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 69. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 70. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 71. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 72. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 73. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 74. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 75. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 76. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 77. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 78. PHILIPPINES DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 79. PHILIPPINES DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 80. PHILIPPINES DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 81. PHILIPPINES DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 82. SINGAPORE DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 83. SINGAPORE DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 84. SINGAPORE DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 85. SINGAPORE DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 86. SOUTH KOREA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 87. SOUTH KOREA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 88. SOUTH KOREA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 89. SOUTH KOREA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 90. TAIWAN DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 91. TAIWAN DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 92. TAIWAN DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 93. TAIWAN DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 94. THAILAND DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 95. THAILAND DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 96. THAILAND DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 97. THAILAND DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 98. VIETNAM DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 99. VIETNAM DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 100. VIETNAM DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 101. VIETNAM DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 102. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 103. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 104. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 105. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 106. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 107. DENMARK DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 108. DENMARK DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 109. DENMARK DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 110. DENMARK DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 111. EGYPT DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 112. EGYPT DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 113. EGYPT DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 114. EGYPT DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 115. FINLAND DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 116. FINLAND DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 117. FINLAND DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 118. FINLAND DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 119. FRANCE DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 120. FRANCE DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 121. FRANCE DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 122. FRANCE DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 123. GERMANY DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 124. GERMANY DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 125. GERMANY DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 126. GERMANY DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 127. ISRAEL DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 128. ISRAEL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 129. ISRAEL DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 130. ISRAEL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 131. ITALY DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 132. ITALY DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 133. ITALY DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 134. ITALY DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 135. NETHERLANDS DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 136. NETHERLANDS DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 137. NETHERLANDS DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 138. NETHERLANDS DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 139. NIGERIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 140. NIGERIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 141. NIGERIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 142. NIGERIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 143. NORWAY DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 144. NORWAY DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 145. NORWAY DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 146. NORWAY DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 147. POLAND DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 148. POLAND DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 149. POLAND DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 150. POLAND DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 151. QATAR DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 152. QATAR DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 153. QATAR DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 154. QATAR DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 155. RUSSIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 156. RUSSIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 157. RUSSIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 158. RUSSIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 159. SAUDI ARABIA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 160. SAUDI ARABIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 161. SAUDI ARABIA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 162. SAUDI ARABIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 163. SOUTH AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 164. SOUTH AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 165. SOUTH AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 166. SOUTH AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 167. SPAIN DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 168. SPAIN DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 169. SPAIN DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 170. SPAIN DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 171. SWEDEN DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 172. SWEDEN DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 173. SWEDEN DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 174. SWEDEN DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 175. SWITZERLAND DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 176. SWITZERLAND DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 177. SWITZERLAND DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 178. SWITZERLAND DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 179. TURKEY DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 180. TURKEY DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 181. TURKEY DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 182. TURKEY DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 183. UNITED ARAB EMIRATES DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 184. UNITED ARAB EMIRATES DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 185. UNITED ARAB EMIRATES DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 186. UNITED ARAB EMIRATES DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 187. UNITED KINGDOM DIGITAL AGRICULTURE MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 188. UNITED KINGDOM DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 189. UNITED KINGDOM DIGITAL AGRICULTURE MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 190. UNITED KINGDOM DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 191. DIGITAL AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 192. DIGITAL AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2023