查看購物車
  • Simplified Chinese
  • English
  • Japanese
封面
市場調查報告書
商品編碼
1717813

按產品類型、服務、技術、農場類型、應用程式和最終用戶分類的數位農業市場—2025-2030 年全球預測

Digital Agriculture Market by Product Type, Services, Technologies, Farming Type, Applications, End User - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 196 Pages | 商品交期: 最快1-2個工作天內

價格

※ 本網頁內容可能與最新版本有所差異。詳細情況請與我們聯繫。

預計2024年數位農業市場價值將達218.5億美元，2025年將達240.8億美元，複合年成長率為10.52%，到2030年將達到398.4億美元。

主要市場統計數據
基準年2024年 218.5億美元
預計年份：2025年 240.8億美元
預測年份 2030 398.4億美元
複合年成長率（%） 10.52%

數位農業已成為現代農業中最具代表性的創新之一，它將技術與傳統實踐相結合，創造出更有效率、更有彈性、更永續的農業系統。在這前所未有的時代，尖端解決方案正在徹底改變相關人員處理作物管理、節水和產量最佳化的方式。對數據、連接性和精準技術的持續關注正在推動可行的見解，使相關人員能夠做出明智的決策。感測器技術、遠端監控和進階數據分析的進步不僅簡化了操作，而且還釋放了農業領域的創造性可能性。農民和農產品領導者正在接受數位轉型，以重新定義既定做法並最佳化整體資源配置。事實證明，透過使生產實踐與新的永續性模式相結合，這種整合有助於減少浪費、提高產品品質並提高盈利。技術進步與傳統農業智慧協同效應，實現了向更聰明的實踐的無縫過渡。本概述探討了數位農業的多面向方面，為理解其對現代農業食物鏈的影響奠定了堅實的基礎。隨著產業繼續快速發展，全面探索這些趨勢對於充分掌握數位農業塑造有彈性和繁榮的未來的潛力至關重要。

重新定義數位農業格局的變革

一系列變革正在再形成數位農業格局，強調科技與農業實踐之間的動態互動。關鍵變化包括人工智慧、機器人和先進感測器網路等顛覆性技術的融合，這些技術正在徹底改變傳統的調查方法。這種轉變意味著從單純的自動化轉向數據主導的決策和精準管理，農業價值鏈的每個元素都由即時洞察提供支援。新的數位工具使農產品能夠比以往更精確地預測天氣模式、監測土壤健康和管理作物。因此，農民正在接受促進高效資源管理、提高整體產量品質和永續性的創新。這種轉變也代表了該行業對勞動力短缺、更大可擴展性需求以及永續實踐日益成長的需求的戰略適應。連接性和高級分析的結合將帶來更智慧的供應鏈、主動的維護計劃以及對市場波動更靈活的回應。現代技術與農業的融合正在推動創新並開闢新的成長機會，這使得這個時代對於農業領域的相關人員來說是一個快速變化、持續改進和具有變革潛力的時代。

深入分析數位農業關鍵環節的洞察

要了解數位農業市場的不同組成部分，需要詳細了解其多方面的細分。就產品類型而言，市場研究涵蓋硬體、服務和軟體。在硬體領域，這反映了攝影機和影像處理設備、無人機、GPS 和 GNSS 設備以及實現精確監控的感測器的進步。談到服務，對諮詢服務、支援和維護以及系統整合進行了深入研究，每個服務都有助於生態系統的穩健性。在軟體領域，創新分為數據分析和人工智慧軟體、農場管理軟體，以及牲畜監測和精密農業。此外，基於特定服務的市場分析、業務策略諮詢、風險管理和技術實施是關鍵部分，並輔以涵蓋數據即服務、基礎設施管理和基於訂閱的農藝支援的託管服務。支援和維護進一步擴展到現場設備維護、定期軟體更新和技術支援。進一步的見解來自市場研究，其中人工智慧和機器學習等技術是自動決策、作物病害檢測和預測分析的核心，而雲端運算則專注於資料儲存、遠端系統管理系統和 SaaS 應用程式。此外，包括無人機、現場感測器和牲畜監控設備在內的物聯網設備與機器人和自動化相結合，在這一不斷發展的領域中發揮關鍵作用。最後，按農業類型（室內農業與室外農業）進行細分，並結合作物監測、精密農業、資源管理和供應鏈管理中的詳細應用，可以形成全面的圖景，這對於掌握該市場的多層次動態至關重要。

目錄

第1章 引言

第2章調查方法

第3章執行摘要

第4章 市場概述

第5章 市場洞察

  • 市場動態
    • 驅動程式
      • 全球對精密農業實踐的數據驅動洞察的需求日益成長
      • 提高對永續農業實踐的認知和投資
      • 政府推動數位農業技術進步的措施和政策
    • 限制因素
      • 數位農業應用所需的實施成本和資金較高
    • 機會
      • 數位平台的普及促進了農民與消費者之間的直接銷售和透明的市場進入
      • 繼續為中小型農場推出自動化機械租賃服務
    • 任務
      • 將舊有系統與現代數位農業平台整合的複雜性
  • 市場區隔分析
    • 產品類型：提高軟體在改善數位農業決策流程的受歡迎程度
    • 用途：拓展作物監測在數位農業的應用
  • 波特五力分析
  • PESTEL分析
    • 政治
    • 經濟
    • 社會
    • 科技
    • 法律
    • 環境

第6章 按產品類型分類的數位農業市場

  • 介紹
  • 硬體
    • 相機和成像設備
    • 無人機
    • GPS 和 GNSS 設備
    • 感應器
  • 服務
    • 諮詢服務
    • 支援和維護
    • 系統整合
  • 軟體
    • 數據分析與人工智慧軟體
    • 農場管理軟體
      • 牲畜監控
      • 精密農業

第7章 數位農業市場（按服務）

  • 介紹
  • 諮詢服務
    • 商業策略
    • 風險管理
    • 技術實施
  • 託管服務
    • DaaS（Data-as-a-Service）
    • 基礎設施管理
    • 訂閱式農業支持
  • 支援和維護
    • 現場設備維護
    • 軟體更新
    • 技術支援

8. 數位農業市場（按技術）

  • 介紹
  • 人工智慧和機器學習
    • 自動化決策
    • 作物病害檢測
    • 預測分析
  • 雲端運算
    • 資料儲存
    • 遠端管理系統
    • SaaS（軟體即服務）的使用
  • 物聯網設備
    • 無人機
    • 現場感測器
    • 牲畜監控設備
  • 機器人與自動化

第9章 按農場類型分類的數位農業市場

  • 介紹
  • 室內農業
  • 戶外農業

第 10 章 數位農業市場（按應用）

  • 介紹
  • 作物監測
    • 無人機測量
    • 現場感測器
    • 衛星影像
  • 精密農業
    • 字段映射
    • 現場監控
    • 可變速率技術
  • 資源管理
    • 能源管理
    • 土壤管理
    • 水資源管理
  • 供應鏈管理
    • 需求預測
    • 庫存追蹤
    • 採購最佳化

第 11 章 按最終用戶分類的數位農業市場

  • 介紹
  • 農業業務
  • 農業工人
  • 政府和監管機構
  • 研究所

12. 美洲數位農業市場

  • 介紹
  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

13. 亞太數位農業市場

  • 介紹
  • 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

14.歐洲、中東和非洲數位農業市場

  • 介紹
  • 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15章競爭格局

  • 2024年市場佔有率分析
  • 2024年FPNV定位矩陣
  • 競爭情境分析
  • 戰略分析與建議

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 Agriculture Solutions Inc.
  • Trimble Inc.
  • Vodafone Group PLC
Product Code: MRR-961BA04A2DF4

The Digital Agriculture Market was valued at USD 21.85 billion in 2024 and is projected to grow to USD 24.08 billion in 2025, with a CAGR of 10.52%, reaching USD 39.84 billion by 2030.

KEY MARKET STATISTICS
Base Year [2024] USD 21.85 billion
Estimated Year [2025] USD 24.08 billion
Forecast Year [2030] USD 39.84 billion
CAGR (%) 10.52%

Digital agriculture has emerged as one of the most defining innovations in modern farming, merging technology and traditional practices to create more efficient, resilient, and sustainable agricultural systems. In this unprecedented era, cutting-edge solutions are revolutionizing the way stakeholders approach crop management, water conservation, and yield optimization. A relentless focus on data, connectivity, and precision techniques is driving actionable insights that empower stakeholders to make informed decisions. The evolution of sensor technology, remote monitoring, and advanced data analytics has not only streamlined operations but has also unlocked creative potentials in the agricultural sector. As farmers and agribusiness leaders embrace digital transformation, they are redefining established practices and optimizing resource deployment across the board. This integration has proven instrumental in reducing waste, improving output quality, and bolstering profitability by aligning production practices with emerging sustainability paradigms. The synergy between technological advancements and traditional farming wisdom is enabling a seamless transition towards smarter practices. Over the course of this summary, we will explore the multifaceted dimensions of digital agriculture, laying a strong foundation for understanding its impact on the modern agri-food chain. As the industry continues to evolve at a rapid pace, a comprehensive exploration of these trends is imperative to grasp the full potential of digital agriculture in shaping a resilient and prosperous future.

Transformative Shifts Redefining the Digital Agriculture Landscape

The digital agriculture landscape is being reshaped by a series of transformative shifts that underscore the dynamic interplay between technology and farming practices. Key changes include the integration of disruptive technologies such as artificial intelligence, robotics, and advanced sensor networks that are revolutionizing traditional methodologies. This transformation is not merely about automation; it represents a shift toward data-driven decision making and precision management, where every element of the agricultural value chain is enhanced by real-time insights. Emerging digital tools are allowing agribusinesses to predict weather patterns, monitor soil health, and manage crops with unprecedented precision. Consequently, farmers are embracing innovations that facilitate efficient resource management and improve overall yield quality and sustainability. These shifts also signify the industry's strategic adaptation to shortages in labor, the need for enhanced scalability, and an increasing demand for sustainable practices. The convergence of connectivity and advanced analytics is leading to smarter supply chains, proactive maintenance schedules, and more agile responses to market fluctuations. Ultimately, the convergence of modern technology with agriculture is driving innovation and opening up new opportunities for growth, making it an era marked by rapid change, continuous improvement, and transformative potential for stakeholders across the sector.

Deep Dive into Key Segmentation Insights in Digital Agriculture

Understanding the diverse components of the digital agriculture market requires a detailed look at its segmentation across multiple dimensions. When examined on the basis of product type, the market is studied across hardware, services, and software. Within the realm of hardware, advancements are reflected in cameras and imaging devices, drones, GPS and GNSS devices, alongside sensors that enable precision monitoring. Turning to services, the market observes a detailed study into consulting services, support and maintenance, as well as system integration, each contributing to the ecosystem's robustness. In the realm of software, innovations are segmented into data analytics and AI software, and farm management software which itself is further dissected into livestock monitoring and precision farming. Moreover, when analyzing the market based on services specifically, consultation on business strategy, risk management, and technology implementation are key areas of focus, supplemented by managed services that cover data as a service, infrastructure management, and subscription-based agronomic support. Support and maintenance further extend to field equipment maintenance, regular software updates, and technical support. Further insights come from studying the market based on technologies such as AI and machine learning where automated decision making, crop disease detection and predictive analytics are central, alongside cloud computing which emphasizes data storage, remote management systems and SaaS applications. Additionally, IoT devices including drones, field sensors and livestock monitoring devices, combined with robotics and automation, play a crucial role in this evolving sector. Finally, segmentation based on farming type-indoor and outdoor farming-along with detailed applications in crop monitoring, precision farming, resource management, and supply chain management, rounds out a comprehensive picture that is essential for grasping the multi-layered dynamics of this market.

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

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

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

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

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

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

Regional Dynamics Shaping the Digital Agriculture Market

The evolution of digital agriculture is not uniform across the globe; it is characterized by stark regional variations that influence market dynamics and adoption rates. In the Americas, cutting-edge farming techniques and robust investment in technology have led to rapid advancements in mechanization and data-driven decision making. These regions benefit from a strong agricultural base paired with an accelerating adoption of innovative tools and practices. By contrast, Europe, the Middle East & Africa are witnessing a blend of traditional practices and digital integration, where historical farming know-how is increasingly enhanced by modern technology solutions. These regions are bolstering efforts to address both climate challenges and sustainable food production, leading to significant opportunities for digital solutions to optimize resource management and supply chain efficiency. The Asia-Pacific region emerges as a hub of rapid technological adoption, fuelled by large agrarian economies coupled with a willingness to experiment and integrate emerging technologies on a large scale. Here, smart farming solutions are not only modernizing existing practices but are also transforming productivity and output quality on an unprecedented scale. Collectively, these regional insights demonstrate that while challenges remain in harmonizing technology with traditional practices, the path to integration is well-defined by local market forces, governmental support, and a relentless drive to innovate in a competitive global landscape.

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

Leading Industry Players Driving Digital Agriculture Innovation

The competitive landscape of digital agriculture is shaped by a myriad of global players who are setting the pace for innovation and transformation in the sector. Established entities such as Accenture PLC, AGCO Corporation, and AgGateway have consistently introduced solutions that integrate advanced technologies into farming operations. Companies including Agreena ApS, AgriWebb Pty Ltd., and AKVA group ASA are redefining industry standards through cutting-edge research and development programs. Arable Labs, Inc. and BASF SE have been instrumental in driving technology adoption, while Bayer AG and Ceres Imaging, Inc. continue to contribute significantly by offering precise, data-driven insights to practitioners. Further innovations have emerged from technology giants like Cisco Systems, Inc. and CropX Technologies Ltd., with Deere & Company leading the integration of traditional equipment with digitized operations. DeLaval by Tetra Laval Group, DTN, LLC, and Epicor Software Corporation are enhancing operational efficiency through scalable solutions, while Eurofins Scientific, Farmers Business Network, Inc. and Farmers Edge Inc. push the envelope in precision monitoring and analytics. Companies such as Gamaya by Mahindra & Mahindra, Hexagon AB, and International Business Machines Corporation feature prominently alongside Microsoft Corporation and PrecisionHawk, Inc. by Field Group. In addition, Raven Industries, Inc. by CNH Industrial N.V., Small Robot Company, and Syngenta Crop Protection AG continue to innovate relentlessly, with SZ DJI Technology Co., Ltd., Taranis Visual Ltd., TELUS Agriculture Solutions Inc., Trimble Inc., and Vodafone Group PLC rounding out a landscape filled with strategic ingenuity and technological prowess that furthers the market's evolution.

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

In light of the rapid technological evolution and dynamic market transformations, industry leaders are advised to adopt a proactive approach to harness emerging opportunities. It is crucial that organizations invest in scalable digital infrastructures and strategic partnerships that facilitate integration across multiple segments of the value chain. Leaders should develop robust roadmaps for technology adoption that incorporate both short-term initiatives such as field equipment maintenance and long-term investments in AI, machine learning and cloud-based analytics platforms. Embracing a forward-looking strategy entails refining risk management frameworks to deal with unpredictability and diversifying service portfolios to include both consulting and managed services. Prioritizing continuous research and development is imperative, and organizations should harness insights from advanced analytics to drive operational efficiencies while optimizing resource consumption. Furthermore, the emphasis should be on leveraging data-driven insights to refine supply chain operations and address challenges related to sustainability and environmental compliance. Decision-makers must foster innovation by integrating user feedback and industry benchmarks, ensuring that technology deployment aligns with localized demands. Ultimately, the key to sustainable success lies in the ability to innovate rapidly, maintain agility in strategy, and develop comprehensive action plans that position organizations as leaders in the digital agriculture revolution.

Bringing the Insights Together: A Conclusive Overview

In conclusion, the digital transformation of agriculture presents a compelling narrative of innovation and sustainability. The evolution of the industry is underpinned by profound shifts that touch every aspect of the value chain-from the development of advanced hardware and software solutions to the integration of sophisticated service mechanisms. With detailed segmentation analysis offering clarity on product types, services, and technologies, stakeholders can make informed decisions that leverage both scale and specificity. The analysis of geographic dynamics shows clear distinctions in the pace and nature of digital adoption across the Americas, Europe, the Middle East & Africa, and the Asia-Pacific region, each with its own set of challenges and opportunities. Furthermore, the competitive landscape is enriched by a diverse mix of established and emerging players who continue to drive innovation and elevate industry standards. These insights converge to create a rich tapestry of opportunities that encourage collaboration, agile strategy development, and the pursuit of technological excellence. As market dynamics continue to evolve, successful navigation will depend on the ability to integrate deep analytical insights with actionable strategies, ensuring a resilient and forward-thinking approach that propels the entire industry into a new era of growth and efficiency.

Table of Contents

1. Preface

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

2. Research Methodology

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

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Rising demand for data-driven insights for precision farming practices worldwide
      • 5.1.1.2. Growing awareness and investment in sustainable farming practices
      • 5.1.1.3. Government initiatives and policies fostering advancement in digital farming technologies
    • 5.1.2. Restraints
      • 5.1.2.1. High implementation costs and finances associated with the adoption of digital agriculture
    • 5.1.3. Opportunities
      • 5.1.3.1. Surge in digital platforms facilitating farmer-to-consumer direct sales and transparent market access
      • 5.1.3.2. Ongoing implementation of automated machinery leasing services catering to small and medium-sized farms
    • 5.1.4. Challenges
      • 5.1.4.1. Complexities in integrating legacy systems with modern digital agriculture platforms
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Product Type: Increasing preference for software in digital agriculture improving decision-making processes
    • 5.2.2. Applications: Expanding application of crop monitoring in digital agriculture
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental

6. Digital Agriculture Market, by Product Type

  • 6.1. Introduction
  • 6.2. Hardware
    • 6.2.1. Cameras And Imaging Devices
    • 6.2.2. Drones
    • 6.2.3. GPS And GNSS Devices
    • 6.2.4. Sensors
  • 6.3. Service
    • 6.3.1. Consulting Services
    • 6.3.2. Support And Maintenance
    • 6.3.3. System Integration
  • 6.4. Software
    • 6.4.1. Data Analytics And AI Software
    • 6.4.2. Farm Management Software
      • 6.4.2.1. Livestock Monitoring
      • 6.4.2.2. Precision Farming

7. Digital Agriculture Market, by Services

  • 7.1. Introduction
  • 7.2. Consulting Services
    • 7.2.1. Business Strategy
    • 7.2.2. Risk Management
    • 7.2.3. Technology Implementation
  • 7.3. Managed Services
    • 7.3.1. Data as a Service (DaaS)
    • 7.3.2. Infrastructure Management
    • 7.3.3. Subscription-Based Agronomic Support
  • 7.4. Support and Maintenance
    • 7.4.1. Field Equipment Maintenance
    • 7.4.2. Software Updates
    • 7.4.3. Technical Support

8. Digital Agriculture Market, by Technologies

  • 8.1. Introduction
  • 8.2. AI and Machine Learning
    • 8.2.1. Automated Decision Making
    • 8.2.2. Crop Disease Detection
    • 8.2.3. Predictive Analytics
  • 8.3. Cloud Computing
    • 8.3.1. Data Storage
    • 8.3.2. Remote Management Systems
    • 8.3.3. Software as a Service (SaaS) Applications
  • 8.4. IoT Devices
    • 8.4.1. Drones
    • 8.4.2. Field Sensors
    • 8.4.3. Livestock Monitoring Devices
  • 8.5. Robotics and Automation

9. Digital Agriculture Market, by Farming Type

  • 9.1. Introduction
  • 9.2. Indoor Farming
  • 9.3. Outdoor Farming

10. Digital Agriculture Market, by Applications

  • 10.1. Introduction
  • 10.2. Crop Monitoring
    • 10.2.1. Drone Surveying
    • 10.2.2. Field Sensors
    • 10.2.3. Satellite Imaging
  • 10.3. Precision Farming
    • 10.3.1. Field Mapping
    • 10.3.2. In-Field Monitoring
    • 10.3.3. Variable Rate Technology
  • 10.4. Resource Management
    • 10.4.1. Energy Management
    • 10.4.2. Soil Management
    • 10.4.3. Water Management
  • 10.5. Supply Chain Management
    • 10.5.1. Demand Forecasting
    • 10.5.2. Inventory Tracking
    • 10.5.3. Procurement Optimization

11. Digital Agriculture Market, by End User

  • 11.1. Introduction
  • 11.2. Agribusinesses
  • 11.3. Farmers
  • 11.4. Government And Regulatory Body
  • 11.5. Research Institutes

12. Americas Digital Agriculture Market

  • 12.1. Introduction
  • 12.2. Argentina
  • 12.3. Brazil
  • 12.4. Canada
  • 12.5. Mexico
  • 12.6. United States

13. Asia-Pacific Digital Agriculture Market

  • 13.1. Introduction
  • 13.2. Australia
  • 13.3. China
  • 13.4. India
  • 13.5. Indonesia
  • 13.6. Japan
  • 13.7. Malaysia
  • 13.8. Philippines
  • 13.9. Singapore
  • 13.10. South Korea
  • 13.11. Taiwan
  • 13.12. Thailand
  • 13.13. Vietnam

14. Europe, Middle East & Africa Digital Agriculture Market

  • 14.1. Introduction
  • 14.2. Denmark
  • 14.3. Egypt
  • 14.4. Finland
  • 14.5. France
  • 14.6. Germany
  • 14.7. Israel
  • 14.8. Italy
  • 14.9. Netherlands
  • 14.10. Nigeria
  • 14.11. Norway
  • 14.12. Poland
  • 14.13. Qatar
  • 14.14. Russia
  • 14.15. Saudi Arabia
  • 14.16. South Africa
  • 14.17. Spain
  • 14.18. Sweden
  • 14.19. Switzerland
  • 14.20. Turkey
  • 14.21. United Arab Emirates
  • 14.22. United Kingdom

15. Competitive Landscape

  • 15.1. Market Share Analysis, 2024
  • 15.2. FPNV Positioning Matrix, 2024
  • 15.3. Competitive Scenario Analysis
    • 15.3.1. Gevo acquires CultivateAI to enhance data-driven digital agriculture and carbon tracking solutions
    • 15.3.2. BASF embraces satellite imagery, Agco invests in automation, and merger turbulence
    • 15.3.3. Barchart and AgVision announce integration for digital agriculture
  • 15.4. Strategy Analysis & Recommendation

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 Agriculture Solutions Inc.
  • 31. Trimble Inc.
  • 32. Vodafone Group PLC

LIST OF FIGURES

  • FIGURE 1. DIGITAL AGRICULTURE MARKET MULTI-CURRENCY
  • FIGURE 2. DIGITAL AGRICULTURE MARKET MULTI-LANGUAGE
  • FIGURE 3. DIGITAL AGRICULTURE MARKET RESEARCH PROCESS
  • FIGURE 4. DIGITAL AGRICULTURE MARKET SIZE, 2024 VS 2030
  • FIGURE 5. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 6. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 7. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2024 VS 2030 (%)
  • FIGURE 9. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2024 VS 2030 (%)
  • FIGURE 11. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 12. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2024 VS 2030 (%)
  • FIGURE 13. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 14. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2024 VS 2030 (%)
  • FIGURE 15. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 16. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2024 VS 2030 (%)
  • FIGURE 17. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 18. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2024 VS 2030 (%)
  • FIGURE 19. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 20. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 21. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 22. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2024 VS 2030 (%)
  • FIGURE 23. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 24. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 25. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 26. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 27. EUROPE, MIDDLE EAST & AFRICA DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 28. DIGITAL AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2024
  • FIGURE 29. DIGITAL AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

  • TABLE 1. DIGITAL AGRICULTURE MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. DIGITAL AGRICULTURE MARKET DYNAMICS
  • TABLE 7. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CAMERAS AND IMAGING DEVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DRONES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY GPS AND GNSS DEVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SENSORS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SYSTEM INTEGRATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
  • TABLE 19. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DATA ANALYTICS AND AI SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 23. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 24. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 25. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 26. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 27. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 28. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY BUSINESS STRATEGY, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 29. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RISK MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 30. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGY IMPLEMENTATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 31. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
  • TABLE 32. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 33. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DATA AS A SERVICE (DAAS), BY REGION, 2018-2030 (USD MILLION)
  • TABLE 34. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY INFRASTRUCTURE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 35. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUBSCRIPTION-BASED AGRONOMIC SUPPORT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 36. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
  • TABLE 37. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 38. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD EQUIPMENT MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 39. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE UPDATES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 40. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNICAL SUPPORT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 41. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
  • TABLE 42. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
  • TABLE 43. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 44. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AUTOMATED DECISION MAKING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 45. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP DISEASE DETECTION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 46. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 47. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 48. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 49. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DATA STORAGE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 50. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY REMOTE MANAGEMENT SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 51. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE AS A SERVICE (SAAS) APPLICATIONS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 52. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
  • TABLE 53. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 54. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DRONES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 55. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD SENSORS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 56. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING DEVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 57. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
  • TABLE 58. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY ROBOTICS AND AUTOMATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 59. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
  • TABLE 60. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY INDOOR FARMING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 61. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY OUTDOOR FARMING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 62. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
  • TABLE 63. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 64. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DRONE SURVEYING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 65. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD SENSORS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 66. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SATELLITE IMAGING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 67. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
  • TABLE 68. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 69. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FIELD MAPPING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 70. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY IN-FIELD MONITORING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 71. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY VARIABLE RATE TECHNOLOGY, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 72. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
  • TABLE 73. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 74. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY ENERGY MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 75. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SOIL MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 76. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY WATER MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 77. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 78. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 79. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 80. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY INVENTORY TRACKING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 81. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY PROCUREMENT OPTIMIZATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 82. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 83. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
  • TABLE 84. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY AGRIBUSINESSES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 85. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY FARMERS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 86. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY GOVERNMENT AND REGULATORY BODY, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 87. GLOBAL DIGITAL AGRICULTURE MARKET SIZE, BY RESEARCH INSTITUTES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 88. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
  • TABLE 89. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 90. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
  • TABLE 91. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 92. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 93. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 94. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
  • TABLE 95. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
  • TABLE 96. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
  • TABLE 97. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
  • TABLE 98. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 99. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
  • TABLE 100. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
  • TABLE 101. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
  • TABLE 102. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
  • TABLE 103. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
  • TABLE 104. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
  • TABLE 105. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 106. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 107. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
  • TABLE 108. AMERICAS DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 109. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
  • TABLE 110. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 111. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
  • TABLE 112. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 113. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 114. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 115. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
  • TABLE 116. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
  • TABLE 117. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
  • TABLE 118. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
  • TABLE 119. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 120. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
  • TABLE 121. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
  • TABLE 122. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
  • TABLE 123. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
  • TABLE 124. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
  • TABLE 125. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
  • TABLE 126. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 127. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 128. ARGENTINA DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
  • TABLE 129. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
  • TABLE 130. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 131. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
  • TABLE 132. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 133. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 134. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 135. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
  • TABLE 136. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
  • TABLE 137. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
  • TABLE 138. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
  • TABLE 139. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 140. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
  • TABLE 141. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
  • TABLE 142. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
  • TABLE 143. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
  • TABLE 144. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
  • TABLE 145. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
  • TABLE 146. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 147. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 148. BRAZIL DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
  • TABLE 149. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
  • TABLE 150. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 151. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
  • TABLE 152. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 153. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 154. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 155. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
  • TABLE 156. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
  • TABLE 157. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
  • TABLE 158. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
  • TABLE 159. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 160. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
  • TABLE 161. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
  • TABLE 162. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
  • TABLE 163. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
  • TABLE 164. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
  • TABLE 165. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
  • TABLE 166. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 167. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 168. CANADA DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
  • TABLE 169. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
  • TABLE 170. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 171. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
  • TABLE 172. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 173. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 174. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 175. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
  • TABLE 176. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
  • TABLE 177. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
  • TABLE 178. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
  • TABLE 179. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 180. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
  • TABLE 181. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
  • TABLE 182. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
  • TABLE 183. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
  • TABLE 184. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
  • TABLE 185. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
  • TABLE 186. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 187. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 188. MEXICO DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
  • TABLE 189. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
  • TABLE 190. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 191. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
  • TABLE 192. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 193. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 194. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 195. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
  • TABLE 196. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
  • TABLE 197. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
  • TABLE 198. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
  • TABLE 199. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 200. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
  • TABLE 201. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
  • TABLE 202. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
  • TABLE 203. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
  • TABLE 204. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
  • TABLE 205. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
  • TABLE 206. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 207. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 208. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
  • TABLE 209. UNITED STATES DIGITAL AGRICULTURE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 210. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
  • TABLE 211. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 212. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
  • TABLE 213. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 214. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 215. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 216. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
  • TABLE 217. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
  • TABLE 218. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
  • TABLE 219. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
  • TABLE 220. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 221. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
  • TABLE 222. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
  • TABLE 223. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
  • TABLE 224. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
  • TABLE 225. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
  • TABLE 226. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
  • TABLE 227. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 228. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 229. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
  • TABLE 230. ASIA-PACIFIC DIGITAL AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 231. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
  • TABLE 232. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 233. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
  • TABLE 234. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 235. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 236. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 237. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
  • TABLE 238. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
  • TABLE 239. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
  • TABLE 240. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
  • TABLE 241. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 242. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
  • TABLE 243. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
  • TABLE 244. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
  • TABLE 245. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
  • TABLE 246. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
  • TABLE 247. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
  • TABLE 248. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 249. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 250. AUSTRALIA DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
  • TABLE 251. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
  • TABLE 252. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 253. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
  • TABLE 254. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 255. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 256. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 257. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
  • TABLE 258. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
  • TABLE 259. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
  • TABLE 260. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
  • TABLE 261. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 262. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
  • TABLE 263. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
  • TABLE 264. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
  • TABLE 265. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
  • TABLE 266. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
  • TABLE 267. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
  • TABLE 268. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 269. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 270. CHINA DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
  • TABLE 271. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
  • TABLE 272. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 273. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
  • TABLE 274. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 275. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 276. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 277. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
  • TABLE 278. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
  • TABLE 279. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
  • TABLE 280. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
  • TABLE 281. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 282. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
  • TABLE 283. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
  • TABLE 284. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
  • TABLE 285. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
  • TABLE 286. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
  • TABLE 287. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
  • TABLE 288. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 289. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 290. INDIA DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
  • TABLE 291. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
  • TABLE 292. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 293. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
  • TABLE 294. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 295. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 296. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 297. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
  • TABLE 298. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
  • TABLE 299. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
  • TABLE 300. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
  • TABLE 301. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 302. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
  • TABLE 303. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
  • TABLE 304. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
  • TABLE 305. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
  • TABLE 306. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
  • TABLE 307. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
  • TABLE 308. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 309. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 310. INDONESIA DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
  • TABLE 311. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
  • TABLE 312. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 313. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
  • TABLE 314. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 315. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 316. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
  • TABLE 317. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY CONSULTING SERVICES, 2018-2030 (USD MILLION)
  • TABLE 318. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY MANAGED SERVICES, 2018-2030 (USD MILLION)
  • TABLE 319. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY SUPPORT AND MAINTENANCE, 2018-2030 (USD MILLION)
  • TABLE 320. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY TECHNOLOGIES, 2018-2030 (USD MILLION)
  • TABLE 321. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY AI AND MACHINE LEARNING, 2018-2030 (USD MILLION)
  • TABLE 322. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, 2018-2030 (USD MILLION)
  • TABLE 323. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY IOT DEVICES, 2018-2030 (USD MILLION)
  • TABLE 324. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY FARMING TYPE, 2018-2030 (USD MILLION)
  • TABLE 325. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY APPLICATIONS, 2018-2030 (USD MILLION)
  • TABLE 326. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY CROP MONITORING, 2018-2030 (USD MILLION)
  • TABLE 327. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2018-2030 (USD MILLION)
  • TABLE 328. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY RESOURCE MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 329. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT, 2018-2030 (USD MILLION)
  • TABLE 330. JAPAN DIGITAL AGRICULTURE MARKET SIZE, BY END USER, 2018-2030 (USD MILLION)
  • TABLE 331. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY PRODUCT TYPE, 2018-2030 (USD MILLION)
  • TABLE 332. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
  • TABLE 333. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
  • TABLE 334. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
  • TABLE 335. MALAYSIA DIGITAL AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, 2018-2030 (USD MILLION)

TABLE 336