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市場調查報告書
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1613362

數位農業市場：按類型、配置和應用分類 - 2025-2030 年全球預測

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個工作天內

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2023年數位農業市場價值為198.8億美元，預計2024年將達到218.5億美元，複合年成長率為10.43%，到2030年將達到398.4億美元。

數位農業包括使用資料集中技術來提高生產力、永續性、效率並徹底改變農業實踐。結合物聯網設備、人工智慧、機器學習和遙感探測等工具來分析資料、自動化流程並實現精密農業。全球人口成長、氣候變遷、資源稀缺以及對永續農業方法的需求等挑戰催生了對數位農業的需求。其應用範圍廣泛，包括作物監測、土壤管理、預測分析和牲畜管理。最終用途涵蓋各種相關人員，包括農民、農業合作社、食品公司和政府機構。

主要市場統計
基準年[2023] 198.8億美元
預計年份 [2024] 218.5億美元
預測年份 [2030] 398.4億美元
複合年成長率（%） 10.43%

市場成長受到技術進步、智慧農業技術的日益採用以及鼓勵永續農業的政府支持政策等因素的影響。此外，對高品質食品的需求加上減少環境足跡的壓力進一步推動了數位農業的採用。新的商機在於整合區塊鏈實現透明供應鏈、利用人工智慧增強決策、擴大精密農業技術領域。公司可以透過投資研發並與高科技公司建立策略夥伴關係關係來利用這些趨勢。

然而，一些挑戰正在阻礙市場成長。其中包括高昂的初始投資成本、農村地區缺乏數位基礎設施以及資料隱私問題。此外，農民由於缺乏培訓和意識而抵制引進新技術也可能是一個主要障礙。

該領域的創新可以專注於開發適合小農的負擔得起的技術、加強資料互通性標準以及建立強大的網路安全框架。機器學習主導的預測分析和自主機器等研究領域可以將效率和生產力提升到新的水平。市場的本質是高度動態的，不斷的技術進步正在重塑農業實踐。相關人員需要靈活地捕捉技術變革，同時應對永續性和擴充性挑戰，以推動數位農業的未來成長。

市場動態：揭示快速發展的數位農業市場的關鍵市場洞察

供給和需求的動態相互作用正在改變數位農業市場。透過了解這些不斷變化的市場動態，公司可以準備好做出明智的投資決策、完善策略決策並抓住新的商機。全面了解這些趨勢可以幫助企業降低政治、地理、技術、社會和經濟領域的風險，同時也能幫助消費行為及其對製造業的影響。

  • 市場促進因素
    • 人口成長導致農業生產需求增加
    • 透過精密農業技術增加農業方法
    • 專注植物病害檢測改善農業
  • 市場限制因素
    • 農民不願引進技術
  • 市場機會
    • 物聯網、機器學習和農業人工智慧等數位技術的進步
    • 增加政府在農業中引入數位化舉措的可用性
  • 市場挑戰
    • 人們越來越關注資料管理

波特五力：駕馭數位農業市場的策略工具

波特的五力框架是理解市場競爭格局的重要工具。波特的五力框架為評估公司的競爭地位和探索策略機會提供了清晰的方法。該框架可幫助公司評估市場動態並確定新業務的盈利。這些見解使公司能夠利用自己的優勢、解決弱點並避免潛在的挑戰，以確保更強大的市場地位。

PESTLE分析：了解數位農業市場的外部影響

外部宏觀環境因素在塑造數位農業市場的績效動態方面發揮著至關重要的作用。對政治、經濟、社會、技術、法律和環境因素的分析提供了應對這些影響所需的資訊。透過調查 PESTLE 因素，公司可以更了解潛在的風險和機會。這種分析可以幫助公司預測法規、消費者偏好和經濟趨勢的變化，並為他們做出積極主動的決策做好準備。

市場佔有率分析 了解數位農業市場競爭態勢

數位農業市場的詳細市場佔有率分析可以對供應商的業績進行全面評估。公司可以透過比較收益、客戶群和成長率等關鍵指標來揭示其競爭地位。該分析揭示了市場集中、分散和整合的趨勢，為供應商提供了製定策略決策所需的洞察力，使他們能夠在日益激烈的競爭中佔有一席之地。

FPNV 數位農業市場定位矩陣供應商績效評估

FPNV定位矩陣是評估數位農業市場供應商的重要工具。此矩陣允許業務組織根據商務策略和產品滿意度評估供應商，從而做出與其目標相符的明智決策。這四個象限使您能夠清晰、準確地分類供應商，並確定最能滿足您的策略目標的合作夥伴和解決方案。

策略分析和建議繪製數位農業市場的成功之路

對於希望加強在全球市場的影響力的公司來說，數位農業市場的策略分析至關重要。透過審查關鍵資源、能力和績效指標，公司可以識別成長機會並努力改進。這種方法使您能夠克服競爭環境中的挑戰，利用新的商機並取得長期成功。

本報告對市場進行了全面分析，涵蓋關鍵重點領域：

1. 市場滲透率：對當前市場環境的詳細審查、主要企業的廣泛資料、對其在市場中的影響力和整體影響力的評估。

2. 市場開拓：辨識新興市場的成長機會，評估現有領域的擴張潛力，並提供未來成長的策略藍圖。

3. 市場多元化：分析近期產品發布、開拓地區、關鍵產業進展、塑造市場的策略投資。

4. 競爭評估與情報：徹底分析競爭格局，檢驗市場佔有率、業務策略、產品系列、認證、監理核准、專利趨勢、主要企業的技術進步等。

5. 產品開發與創新：重點在於有望推動未來市場成長的最尖端科技、研發活動和產品創新。

我們也回答重要問題，幫助相關人員做出明智的決策：

1.目前的市場規模和未來的成長預測是多少？

2. 哪些產品、區隔市場和地區提供最佳投資機會？

3.塑造市場的主要技術趨勢和監管影響是什麼？

4.主要廠商的市場佔有率和競爭地位如何？

5. 推動供應商市場進入和退出策略的收益來源和策略機會是什麼？

目錄

第1章 前言

第2章調查方法

第3章執行摘要

第4章市場概況

第5章市場洞察

  • 市場動態
    • 促進因素
      • 人口成長導致農業生產需求增加
      • 擴大精密農業技術在農業的引進
      • 專注於植物病害檢測以改善農業
    • 抑制因素
      • 農民不願引進技術
    • 機會
      • 物聯網、機器學習和農業人工智慧等數位技術的進步
      • 各國政府加大力度在農業領域引進數位化
    • 任務
      • 人們越來越關注資料管理
  • 市場區隔分析
    • 類型：對數位農業服務的興趣日益濃厚
    • 部署：雲端部署方面的進步提高了營運靈活性
    • 應用：使用數位解決方案改善土壤監測
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 經濟
    • 社群
    • 技術的
    • 合法地
    • 環境

第6章數位農業市場：按類型

  • 硬體
    • 自動化和控制系統
    • 感測和監控設備
  • 服務
  • 軟體

第7章 數位農業市場：依發展分類

  • 雲
  • 本地

第8章數位農業市場：依應用分類

  • 作物偵察
  • 現場測繪
  • 土壤監測
  • 可變利率申請
  • 產量監控

第9章美洲數位農業市場

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

第10章亞太數位農業市場

  • 澳洲
  • 中國
  • 印度
  • 印尼
  • 日本
  • 馬來西亞
  • 菲律賓
  • 新加坡
  • 韓國
  • 台灣
  • 泰國
  • 越南

第11章 歐洲、中東和非洲數位農業市場

  • 丹麥
  • 埃及
  • 芬蘭
  • 法國
  • 德國
  • 以色列
  • 義大利
  • 荷蘭
  • 奈及利亞
  • 挪威
  • 波蘭
  • 卡達
  • 俄羅斯
  • 沙烏地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公國
  • 英國

第12章競爭格局

  • 2023 年市場佔有率分析
  • FPNV 定位矩陣，2023
  • 競爭情境分析
    • Barchart 和 AgVision 宣佈建立綜合數位農業夥伴關係
    • Copa Cogeca 與 ESA 建立夥伴關係以確保永續的未來
    • BASF在巴西啟動新的 Xarvio 農業專家計劃，以擴大數位農業技術的取得和使用
  • 戰略分析和建議

公司名單

  • 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