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市场调查报告书
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1717813

按产品类型、服务、技术、农场类型、应用程式和最终用户分類的数位农业市场—2025-2030 年全球预测

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个工作天内

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预计2024年数位农业市场价值将达218.5亿美元，2025年将达240.8亿美元，复合年增长率为10.52%，到2030年将达到398.4亿美元。

主要市场统计数据
基准年2024年 218.5亿美元
预计年份：2025年 240.8亿美元
预测年份 2030 398.4亿美元
复合年增长率（%） 10.52%

数位农业已成为现代农业中最具代表性的创新之一，它将技术与传统实践相结合，创造出更有效率、更有弹性、更永续的农业系统。在这前所未有的时代，尖端解决方案正在彻底改变相关人员处理作物管理、节水和产量优化的方式。对数据、连接性和精准技术的持续关注正在推动可行的见解，使相关人员能够做出明智的决策。感测器技术、远端监控和进阶数据分析的进步不仅简化了操作，而且还释放了农业领域的创造性可能性。农民和农产品领导者正在接受数位转型，以重新定义既定做法并优化整体资源配置。事实证明，透过使生产实践与新的永续性模式相结合，这种整合有助于减少浪费、提高产品品质并提高盈利。技术进步与传统农业智慧协同效应，实现了向更聪明的实践的无缝过渡。本概述探讨了数位农业的多面向方面，为理解其对现代农业食物链的影响奠定了坚实的基础。随着产业继续快速发展，全面探索这些趋势对于充分掌握数位农业塑造有弹性和繁荣的未来的潜力至关重要。

重新定义数位农业格局的变革

一系列变革正在再形成数位农业格局，强调科技与农业实践之间的动态互动。关键变化包括人工智慧、机器人和先进感测器网路等颠覆性技术的融合，这些技术正在彻底改变传统的调查方法。这种转变意味着从单纯的自动化转向数据主导的决策和精准管理，农业价值链的每个元素都由即时洞察提供支援。新的数位工具使农产品能够比以往更精确地预测天气模式、监测土壤健康和管理作物。因此，农民正在接受促进高效资源管理、提高整体产量品质和永续性的创新。这种转变也代表了该行业对劳动力短缺、更大可扩展性需求以及可持续实践日益增长的需求的战略适应。连接性和高级分析的结合将带来更智慧的供应链、主动的维护计划以及对市场波动更灵活的回应。现代技术与农业的融合正在推动创新并开闢新的成长机会，这使得这个时代对于农业领域的相关人员来说是一个快速变化、持续改进和具有变革潜力的时代。

深入分析数位农业关键环节的洞察

要了解数位农业市场的不同组成部分，需要详细了解其多方面的细分。就产品类型而言，市场研究涵盖硬体、服务和软体。在硬体领域，这反映了摄影机和影像处理设备、无人机、GPS 和 GNSS 设备以及实现精确监控的感测器的进步。谈到服务，对咨询服务、支援和维护以及系统整合进行了深入研究，每个服务都有助于生态系统的稳健性。在软体领域，创新分为数据分析和人工智慧软体、农场管理软体，以及牲畜监测和精密农业。此外，基于特定服务的市场分析、业务策略咨询、风险管理和技术实施是关键部分，并辅以涵盖数据即服务、基础设施管理和基于订阅的农艺支援的託管服务。支援和维护进一步扩展到现场设备维护、定期软体更新和技术支援。进一步的见解来自市场研究，其中人工智慧和机器学习等技术是自动决策、作物病害检测和预测分析的核心，而云端运算则专注于资料储存、远端系统管理系统和 SaaS 应用程式。此外，包括无人机、现场感测器和牲畜监控设备在内的物联网设备与机器人和自动化相结合，在这一不断发展的领域中发挥关键作用。最后，按农业类型（室内农业与室外农业）进行细分，并结合作物监测、精密农业、资源管理和供应链管理中的详细应用，可以形成全面的图景，这对于掌握该市场的多层次动态至关重要。

目录

第一章 引言

第二章调查方法

第三章执行摘要

第四章 市场概述

第五章 市场洞察

  • 市场动态
    • 驱动程式
      • 全球对精密农业实践的数据驱动洞察的需求日益增长
      • 提高对永续农业实践的认识和投资
      • 政府推动数位农业技术进步的措施和政策
    • 限制因素
      • 数位农业应用所需的实施成本和资金较高
    • 机会
      • 数位平台的普及促进了农民与消费者之间的直接销售和透明的市场进入
      • 继续为中小型农场推出自动化机械租赁服务
    • 任务
      • 将旧有系统与现代数位农业平台整合的复杂性
  • 市场区隔分析
    • 产品类型：提高软体在改善数位农业决策流程的受欢迎程度
    • 用途：拓展作物监测在数位农业的应用
  • 波特五力分析
  • PESTEL分析
    • 政治
    • 经济
    • 社会
    • 科技
    • 法律
    • 环境

第六章 按产品类型分類的数位农业市场

  • 介绍
  • 硬体
    • 相机和成像设备
    • 无人机
    • GPS 和 GNSS 设备
    • 感应器
  • 服务
    • 咨询服务
    • 支援和维护
    • 系统整合
  • 软体
    • 数据分析与人工智慧软体
    • 农场管理软体
      • 牲畜监控
      • 精密农业

第七章 数位农业市场（按服务）

  • 介绍
  • 咨询服务
    • 商业策略
    • 风险管理
    • 技术实施
  • 託管服务
    • DaaS（Data-as-a-Service）
    • 基础设施管理
    • 订阅式农业支持
  • 支援和维护
    • 现场设备维护
    • 软体更新
    • 技术支援

8. 数位农业市场（按技术）

  • 介绍
  • 人工智慧和机器学习
    • 自动化决策
    • 作物病害检测
    • 预测分析
  • 云端运算
    • 资料储存
    • 远端管理系统
    • SaaS（软体即服务）的使用
  • 物联网设备
    • 无人机
    • 现场感测器
    • 牲畜监控设备
  • 机器人与自动化

第九章 按农场类型分類的数位农业市场

  • 介绍
  • 室内农业
  • 户外农业

第 10 章 数位农业市场（按应用）

  • 介绍
  • 作物监测
    • 无人机测量
    • 现场感测器
    • 卫星影像
  • 精密农业
    • 字段映射
    • 现场监控
    • 可变速率技术
  • 资源管理
    • 能源管理
    • 土壤管理
    • 水资源管理
  • 供应链管理
    • 需求预测
    • 库存追踪
    • 采购最佳化

第 11 章 按最终用户分類的数位农业市场

  • 介绍
  • 农业业务
  • 农业工人
  • 政府和监管机构
  • 研究所

12. 美洲数位农业市场

  • 介绍
  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

13. 亚太数位农业市场

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

14.欧洲、中东和非洲数位农业市场

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

第十五章竞争格局

  • 2024年市场占有率分析
  • 2024年FPNV定位矩阵
  • 竞争情境分析
  • 战略分析与建议

公司名单

  • Accenture PLC
  • AGCO Corporation
  • AgGateway
  • Agreena ApS
  • AgriWebb Pty Ltd.
  • AKVA group ASA
  • Arable Labs, Inc.
  • BASF SE
  • Bayer AG
  • Ceres Imaging, Inc.
  • Cisco Systems, Inc.
  • CropX Technologies Ltd.
  • Deere & Company
  • DeLaval by Tetra Laval Group
  • DTN, LLC
  • Epicor Software Corporation
  • Eurofins Scientific
  • Farmers Business Network, Inc.
  • Farmers Edge Inc.
  • Gamaya by Mahindra & Mahindra
  • Hexagon AB
  • International Business Machines Corporation
  • Microsoft Corporation
  • PrecisionHawk, Inc. by Field Group
  • Raven Industries, Inc. by CNH Industrial NV
  • Small Robot Company
  • Syngenta Crop Protection AG
  • SZ DJI Technology Co., Ltd.
  • Taranis Visual Ltd.
  • TELUS 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