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市场调查报告书
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1804397

农业即时供应链监控市场(按组件、技术、部署模式、应用和最终用户)—2025-2030 年全球预测

Real-Time Supply Chain Monitoring For Agriculture Market by Component, Technology, Deployment Mode, Application, End User - Global Forecast 2025-2030

出版日期: | 出版商: 360iResearch | 英文 194 Pages | 商品交期: 最快1-2个工作天内

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预计农业即时供应链监控市场规模到2024年将达到4.226亿美元,到2025年将达到4.7509亿美元,复合年增长率为12.67%,到2030年将达到8.6492亿美元。

主要市场统计数据
基准年2024年 4.226亿美元
预计2025年 4.7509亿美元
预计2030年 8.6492亿美元
复合年增长率(%) 12.67%

为农业相关人员提供即时数据流,增强可追溯性、优化物流并推动整个供应链的永续成长

全球各地的农业相关人员面临着满足消费者日益增长的需求的压力,这些需求包括提高产量、改善产品品质和透明度。气候变迁、贸易政策的转变以及日益增长的永续性需求,凸显了传统供应链框架的限制。这种不断变化的情况要求企业进行模式转移,转向能够即时捕获和传递资料的系统,使决策者能够预测突发事件、降低风险并优化资源配置。

精密农业、物联网整合和预测分析的整合将推动农业供应流程的模式转移

在互联互通、运算能力和资料科学的推动下,农业供应链正在经历重大变革时期。物联网设备(例如低功耗广域网路感测器和卫星追踪器)的普及,将即时视觉性扩展到了价值链中先前不透明的环节。因此,基于机器学习和巨量资料分析建立的预测模型可以预测产量比率波动、检测储存环境中的偏差模式,并优化路线顺序以缩短运输时间。

评估2025年美国关税调整对农业物流、价格结构及全球贸易动态的外溢效应

2025年美国关税结构的调整加剧了农业供应环境的复杂性。由于对关键加工设备和包装材料的课税导致到岸成本上升,生鲜产品出口商现在面临成本基本面的变化。这些变化波及整个物流管道,迫使托运人重新协商承运合同,并重新评估整合策略,以维持利润率。

确定影响即时农业供应链监控市场的关键组件、技术、部署、应用和最终用户方面

从整体来看解决方案元件,硬体仍然是即时监控基础架构的基础支柱。无人机和无人驾驶飞行器等先进的空中系统提供高解析度的场地监控,而GPS设备则在整个旅程的每个阶段追踪资产的移动。物联网闸道器充当环境资料聚合点,无缝连接土壤湿度侦测器、温湿度感测器以及记录物料输送事件的RFID标籤。这一实体层与专业服务协同工作,由专业的顾问团队协调系统配置,并管理感测器网路与企业资源规划平台之间的复杂整合。

检验美洲、欧洲、中东和非洲地区以及亚太市场在即时供应链监控采用和价值链创建方面的区域差异

在美洲,在私营部门强劲资金筹措和公共部门旨在加强粮食安全的奖励的支持下,数位农业基础设施投资正在加速成长。北美生产商和物流运营商正在率先部署感测器并采用整合平台,以减少货物损耗并改善召回流程;而南美出口商则利用区域贸易协定,试行跨境可视性倡议,以简化通关流程并减少运输延误。这种充满活力的环境正在促进技术开发者与当地合作社之间的合作,鼓励制定针对不同气候和物流条件的客製化解决方案。

剖析推动农业供应链监控解决方案创新、协作和竞争差异化的关键产业参与者

领先的解决方案供应商透过策略伙伴关係、收购和内部创新,持续扩展其农业监测产品组合。感测器製造专家正在整合先进材料和能源采集功能,以延长设备生命週期;而软体供应商则透过开放API和标准化资料模式增强平台互通性。一个协作生态系统正在兴起,云端服务供应商、通讯业者和科技新兴企业正在共同开发针对远端农场环境的边缘运算网关。

确定行业领导者的战略倡议和战术性框架,以利用农业即时监测方面的进步

产业领导者应优先开发可互通的架构,以促进硬体、软体和服务元件之间的无缝资料交换。建立开放标准并采用模组化设计原则,将有助于企业确保其生态系统面向未来,并无需进行大规模的重新设计即可适应新兴技术。此外,与通讯供应商和云端平台建立策略伙伴关係关係,将确保即时分析所需的弹性连接和可扩展的运算资源。

概述严谨的调查方法,为农业供应链监控技术提供实际的见解

本摘要中提出的研究结果是基于严谨的调查方法,该方法结合了一手资料和二手资料。二手资料研究涵盖了对行业出版物、监管格局和技术白皮书的全面审查,以描绘当前的解决方案格局和新兴标准。此外,我们还对物流解决方案提供商、农业相关企业和物流运营商的高管、产品经理和技术架构师进行了深入访谈,以检验关键趋势并获得他们所面临的业务挑战的第一手观点。

综合主要研究结果,确定农业即时供应链监控的未来方向和投资需求

对技术驱动因素、政策变化和区域动态的全面分析表明,市场正在向完全透明、数据主导的供应链转型。感测器小型化、边缘分析和分散式帐本框架的进步正在消除端到端可追溯性的传统障碍,而不断变化的关税制度和贸易重组凸显了自适应筹资策略的重要性。细分洞察表明,全面的解决方案必须整合硬体、咨询和软体层,并提供灵活的部署选项,以满足不同使用案例和相关人员群体的需求。

目录

第一章:前言

第二章调查方法

第三章执行摘要

第四章 市场概述

第五章市场动态

  • 整合物联网感测器网络,即时监测作物和牲畜健康
  • 利用区块链追溯平台确保生鲜食品的真实性和质量
  • 引入人工智慧驱动的预测分析,用于农业物流中的动态需求预测
  • 无人机空中监测解决方案,提供农作物健康状况的地块级洞察
  • 边缘运算架构最大限度地减少了田间农业资料处理和分析的延迟
  • 低温运输物联网温度监控系统确保运输过程中的合规性和新鲜度
  • 卫星影像与地面感测器资料结合可改善农业产量预测
  • 即时合规报告工具,可自动执行多层供应链中的食品安全标准
  • 一款行动仪表板应用程序,可让农民即时了解其农业供应链的透明度
  • 冷藏和冷冻设备的预测性维护计划,以防止腐败损失

第六章 市场洞察

  • 波特五力分析
  • PESTEL分析

第七章 2025年美国关税的累积影响

8. 农业即时供应链监控市场(按组件)

  • 硬体
    • 无人机和无人驾驶飞行器
    • GPS 装置
    • 物联网网关
    • RFID标籤
    • 感应器
  • 服务
    • 咨询
    • 一体化
  • 软体
    • 农场管理系统(FMS)
    • 供应链管理(SCM)平台

9. 农业即时供应链监控市场(按技术)

  • 人工智慧和机器学习
  • 巨量资料分析
  • 区块链
  • 云端运算
  • IoT

第 10 章农业即时供应链监控市场(依部署模式)

  • 本地

第 11 章农业即时供应链监控市场(按应用)

  • 低温运输监控
  • 作物监测
  • 库存和仓库管理
  • 牲畜监控
  • 品管和可追溯性

第 12 章。农业即时供应链监控市场(按最终用户)

  • 农业相关企业
  • 农民和生产者
  • 食品加工公司
  • 政府和监管机构
  • 物流和运输公司

13.美洲农业即时供应链监控市场

  • 美国
  • 加拿大
  • 墨西哥
  • 巴西
  • 阿根廷

14.欧洲、中东和非洲农业即时供应链监控市场

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

15. 亚太农业即时供应链监控市场

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

第十六章竞争格局

  • 2024年市场占有率分析
  • 2024年FPNV定位矩阵
  • 竞争分析
    • International Business Machines Corporation
    • GrainChain, Inc.
    • AGRIVI Ltd.
    • Cannon Logistics Pty Ltd.
    • Cisco Systems, Inc.
    • Crop Analytica
    • Cropin Technology Solutions Private Limited
    • CSM Technologies Private Limited
    • Farmonaut Technologies Pvt. Ltd. by ZenaTech
    • Infosys Limited
    • Koltiva AG
    • Maaya Software Solutions Pvt Ltd.
    • Microsoft Corporation
    • Oracle Corporation
    • SAP SE
    • Schneider Electric SE
    • Sedex Information Exchange Limited
    • Soiltech Wireless Inc.
    • SourceTrace Systems, Inc.
    • Tecsoil, Inc.
    • Telit Cinterion
    • TraceX Technologies
    • Trimble Inc.

第十七章 研究人工智慧

第十八章 研究统计

第十九章 研究联络人

第二十章 研究报导

第21章 附录

Product Code: MRR-115D84408E39

The Real-Time Supply Chain Monitoring For Agriculture Market was valued at USD 422.60 million in 2024 and is projected to grow to USD 475.09 million in 2025, with a CAGR of 12.67%, reaching USD 864.92 million by 2030.

KEY MARKET STATISTICS
Base Year [2024] USD 422.60 million
Estimated Year [2025] USD 475.09 million
Forecast Year [2030] USD 864.92 million
CAGR (%) 12.67%

Empowering Agricultural Stakeholders with Live Data Streams to Enhance Traceability, Optimize Logistics, and Drive Sustainable Growth Across the Supply Chain

Across the globe, agricultural stakeholders are confronting mounting pressures to deliver higher yields, enhance product quality, and meet escalating consumer demands for transparency. Climatic volatility, shifting trade policies, and increasing sustainability requirements have underscored the limitations of legacy supply chain frameworks. This evolving landscape demands a paradigm shift toward systems that can capture and relay data in real time, empowering decision-makers to anticipate disruptions, mitigate risks, and optimize resource allocation.

Real-time visibility solutions leverage an interconnected ecosystem of sensors, communication networks, and analytics platforms to transform raw data into actionable intelligence. By integrating GPS coordinates, environmental metrics, and logistics statuses into unified dashboards, these platforms enable continuous monitoring of field conditions, asset movements, and cold chain integrity. The insights generated not only enhance traceability from farm gate to consumer but also support proactive maintenance, adaptive routing, and dynamic inventory management.

This executive summary synthesizes key trends, drivers, segmentation perspectives, and regional differentiators shaping the adoption of real-time supply chain monitoring in agriculture. It highlights critical impacts arising from United States tariff adjustments, details major competitive dynamics, and offers pragmatic recommendations for senior leaders. Furthermore, the methodology underpinning these findings is outlined, ensuring transparency and credibility. Ultimately, this summary serves as a strategic guide for stakeholders committed to elevating resilience, efficiency, and sustainability in modern agricultural supply chains.

Navigating the Convergence of Precision Farming, IoT Integration, and Predictive Analytics Driving a Paradigm Shift in Agricultural Supply Processes

Agricultural supply chains are undergoing a profound transformation driven by advances in connectivity, computing power, and data science. The proliferation of Internet of Things devices, including low-power wide-area network sensors and satellite-enabled trackers, has extended real-time visibility into previously opaque segments of the value chain. As a result, predictive models built on machine learning and big data analytics are now capable of forecasting yield variations, detecting deviation patterns in storage environments, and optimizing route sequences to reduce transit times.

In parallel, the integration of blockchain frameworks is fostering unparalleled levels of trust and provenance. Immutable ledgers that record transactions at every stage-from seed sourcing through final distribution-are redefining quality assurance protocols and facilitating rapid recalls when necessary. Drones and unmanned aerial systems have evolved from data collection prototypes into fully integrated assets capable of aerial surveillance, crop health assessment, and targeted input application, further augmenting ground-level monitoring.

Moreover, growing regulatory emphasis on reducing food waste and ensuring ethical sourcing is accelerating investments in end-to-end transparency platforms. Stakeholders are increasingly collaborating across traditional boundaries, sharing data across enterprise resource planning systems to streamline compliance reporting and environmental certifications. This shift toward holistic, data-driven ecosystems represents a critical juncture in delivering resilient, responsive, and sustainable agricultural operations.

Assessing the Ripple Effects of 2025 United States Tariff Adjustments on Agricultural Logistics, Pricing Structures, and Global Trade Dynamics

The 2025 adjustments to United States tariff structures have introduced layered complexities into the agricultural supply landscape. Exporters of perishable commodities now face altered cost dynamics as levies on essential processing equipment and packaging materials have increased landed costs. These shifts have rippled through logistics channels, compelling shippers to renegotiate carrier contracts and reevaluate consolidation strategies to preserve margin integrity.

Concurrently, equipment providers supplying drones, advanced sensors, and RFID tagging solutions have encountered higher import duties, prompting many to explore alternative manufacturing bases or to absorb incremental expenses. In response, service integrators have recalibrated their pricing models and sought to bundle installation with extended support contracts, ensuring end users maintain uninterrupted data flows and system reliability. Producers who rely on specialized farm management and supply chain software platforms have also grappled with renewed licensing cost pressures, leading some to accelerate digital transformation roadmaps that prioritize modular, cloud-native architectures.

As a consequence of these tariff realignments, strategic sourcing decisions are in flux. Several stakeholders have shifted procurement toward regional partners within trade zones offering preferential duty treatments, while others are intensifying engagement with domestic suppliers to enhance supply continuity. Meanwhile, collaborative consortiums are emerging to pool resources for cross-border logistics optimization, aiming to offset increased overheads through shared warehousing and joint transportation networks. These adaptive strategies underscore the importance of agility and local market intelligence in navigating evolving trade regimes.

Unveiling Critical Component, Technology, Deployment, Application, and End User Dimensions Shaping the Real-Time Agricultural Supply Monitoring Market

A holistic view of solution components reveals that hardware remains a foundational pillar in real-time monitoring infrastructures. Advanced aerial systems such as drones and unmanned aerial vehicles conduct high-resolution field surveillance, while GPS devices track the movement of assets throughout each stage of the journey. IoT gateways serve as aggregation points for environmental data, seamlessly connecting soil moisture probes, temperature and humidity sensors, and RFID tags that record material handling events. This physical layer works in concert with professional services, where specialized consulting teams calibrate system configurations and manage complex integrations between sensor networks and enterprise resource planning platforms.

The software layer is equally critical, encompassing modular farm management systems designed to harmonize agronomic planning with labor scheduling, and supply chain management platforms that leverage data pipelines to orchestrate inbound and outbound logistics. Within the technology stack, artificial intelligence and machine learning algorithms power anomaly detection models that identify deviations in cold chain conditions, while big data analytics platforms correlate historical performance metrics to generate predictive maintenance schedules. Blockchain configurations provide a tamper-resistant audit trail, supporting end-to-end provenance verification, and cloud computing environments deliver scalable storage and processing capacity. Simultaneously, edge computing nodes ensure real-time responsiveness by performing localized data processing when connectivity is constrained.

Flexibility in deployment modes allows stakeholders to align system architectures with their operational preferences. Cloud-hosted offerings facilitate rapid onboarding and continuous updates, whereas on-premises solutions appeal to organizations prioritizing data sovereignty and latency control. These deployment options enable diverse applications, ranging from cold chain condition monitoring and dynamic inventory and warehouse management to precision crop health analytics, comprehensive livestock tracking, and quality control mechanisms that ensure traceability. Across these use cases, the end user spectrum extends from large agribusiness corporations and independent farmers and growers to food processing enterprises, government and regulatory bodies overseeing compliance, and logistics and transportation providers orchestrating multimodal delivery networks.

Examining Regional Divergence in Real-Time Supply Chain Monitoring Adoption and Value Creation Across Americas, EMEA, and Asia-Pacific Markets

In the Americas, investment in digital agriculture infrastructure has accelerated, supported by robust private-sector financing and public-sector incentives aimed at enhancing food security. North American growers and logistics operators are pioneering sensor deployments and adopting integrated platforms to reduce spoilage and improve recall processes, while South American exporters are leveraging regional trade agreements to pilot cross-border visibility initiatives that streamline customs clearance and reduce transit delays. This dynamic environment fosters collaboration between technology developers and local cooperatives, driving tailored solutions that address diverse climatic and logistical conditions.

Across Europe, the Middle East, and Africa, regulatory frameworks mandating sustainability reporting and food safety compliance are propelling a transition to real-time monitoring. European Union directives focused on reducing waste and lowering carbon footprints have catalyzed investments in intelligent cold chain monitoring, whereas governments in the Middle East are integrating digital traceability into strategic agricultural modernization programs. In Africa, where smallholder farms dominate, pilot projects are demonstrating how low-cost sensor networks and mobile-first applications can extend visibility to remote regions, paving the way for scalable rollouts as connectivity infrastructure expands.

Asia-Pacific markets exhibit a mosaic of adoption patterns driven by rapid urbanization, evolving consumer preferences, and government agendas prioritizing digital transformation. High-density farming operations in East Asia are leveraging machine learning insights to fine-tune resource utilization, while Southeast Asian exporters are utilizing blockchain-backed traceability to differentiate high-value commodities in competitive global markets. Australia and New Zealand continue to invest in next-generation telemetry systems to support high-value perishable exports, underscoring the critical role of regional collaboration and knowledge transfer in accelerating technology diffusion.

Profiling Major Industry Participants Driving Innovation, Collaboration, and Competitive Differentiation in Agricultural Supply Chain Monitoring Solutions

Leading solution providers continue to expand their agricultural monitoring portfolios through strategic partnerships, acquisitions, and in-house innovation. Firms specializing in sensor fabrication are integrating advanced materials and energy harvesting capabilities to extend device lifecycles, while software vendors are enhancing platform interoperability through open APIs and standardized data schemas. Collaborative ecosystems have emerged, bringing together cloud service providers, telecommunications carriers, and ag-tech startups to co-develop edge computing gateways tailored for remote farm environments.

Collaborative research initiatives between academic institutions and industry players are accelerating the maturity of artificial intelligence models focused on crop disease prediction and climate resilience optimization. Similarly, global logistics enterprises are partnering with technology integrators to design bespoke cold chain solutions that incorporate real-time temperature and humidity monitoring alongside dynamic route planning. These competitive dynamics underline an ongoing shift from point solutions toward integrated suites capable of delivering comprehensive visibility and decision support.

Furthermore, emerging players are tailoring offerings to underserved segments such as smallholder cooperatives by providing modular sensor kits and subscription-based analytics dashboards that lower the barrier to entry. Simultaneously, incumbent technology giants are leveraging their scale to offer end-to-end managed services, encompassing sensor deployment, data ingestion, analytics, and ongoing technical support. These diverse approaches reflect a maturing marketplace that balances innovation velocity with the pragmatic needs of varied end users.

Articulating Strategic Initiatives and Tactical Frameworks for Industry Leaders to Capitalize on Real-Time Monitoring Advancements Across Agriculture

Industry leaders should prioritize the development of interoperable architectures that facilitate seamless data exchange across hardware, software, and service components. By establishing open standards and adopting modular design principles, organizations can future-proof their ecosystems and accommodate emerging technologies without extensive reengineering. Furthermore, investing in strategic partnerships with telecommunications providers and cloud platforms will ensure resilient connectivity and scalable computing resources necessary for real-time analytics.

In parallel, companies must enhance their talent strategies by cultivating multidisciplinary teams proficient in agronomy, data science, and systems engineering. Dedicated training programs and cross-functional workshops can foster collaboration between field technicians, software developers, and supply chain analysts, driving faster time to value and more effective issue resolution. Additionally, embedding sustainability metrics into performance dashboards will enable transparent reporting and support compliance with evolving regulatory requirements focused on waste reduction and carbon footprint mitigation.

Finally, industry stakeholders should explore new business models that align incentives across the value chain, such as outcome-based service agreements where compensation is tied to throughput improvements or spoilage reductions. Piloting pay-for-performance frameworks can create shared accountability and encourage continuous optimization. By embracing these strategic initiatives and tactical frameworks, organizations can capitalize on real-time monitoring advancements to drive profitability, resilience, and competitive differentiation.

Outlining the Rigorous Research Methodology Employed to Deliver Actionable Insights on Agricultural Supply Chain Monitoring Technologies

The findings presented in this summary are underpinned by a rigorous research methodology combining primary and secondary data sources. Secondary research entailed a comprehensive review of industry publications, regulatory documents, and technology white papers to map current solution landscapes and emerging standards. Complementing this, a series of in-depth interviews was conducted with senior executives, product managers, and technical architects from leading solution providers, agricultural enterprises, and logistics operators to validate key trends and capture firsthand perspectives on operational challenges.

To ensure robust data triangulation, quantitative inputs from technology adoption surveys and utilization benchmarks were cross-referenced with qualitative insights derived from field visits and system demonstrations. Advanced analytical techniques, including thematic coding and root-cause analysis, were employed to identify recurring patterns and prioritize high-impact themes. All sources were critically evaluated for relevance, credibility, and recency, with an emphasis on reflecting developments through the first half of 2025.

This structured approach ensures that the insights within this report accurately reflect the current state of real-time supply chain monitoring in agriculture, providing decision-makers with a reliable foundation for strategy formulation, investment appraisal, and solution deployment planning.

Synthesizing Key Findings to Illuminate Future Directions and Investment Imperatives for Real-Time Supply Chain Monitoring in Agriculture

The collective analysis of technological drivers, policy shifts, and regional dynamics illustrates a market in transition toward fully transparent, data-driven supply chains. Advances in sensor miniaturization, edge analytics, and distributed ledger frameworks are dismantling traditional barriers to end-to-end traceability, while evolving tariff regimes and trade realignments underscore the centrality of adaptive sourcing strategies. Segmentation insights reveal that comprehensive solutions must integrate hardware, consulting, and software layers, supported by versatile deployment options to meet the needs of diverse use cases and stakeholder groups.

Regional variances highlight the importance of tailoring approaches to local infrastructure maturity, regulatory landscapes, and agricultural practices. Market participants that foster collaborative ecosystems and co-innovation models are gaining traction by offering scalable, cost-effective solutions for both large corporate farms and smallholder networks. Key companies continue to differentiate through portfolio expansion, strategic alliances, and service offerings that balance advanced analytics with high-touch support.

Looking ahead, the convergence of artificial intelligence, IoT, and blockchain technologies promises to unlock new levels of operational efficiency, product quality assurance, and sustainability. Organizations that act on the actionable recommendations herein-by prioritizing interoperability, enhancing talent, and exploring innovative business models-will be well positioned to drive the next wave of transformation in agricultural supply chain monitoring.

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

  • 4.1. Introduction
  • 4.2. Market Sizing & Forecasting

5. Market Dynamics

  • 5.1. Integration of IoT sensor networks for real-time crop and livestock health monitoring
  • 5.2. Blockchain-enabled traceability platforms ensuring authenticity and quality of fresh produce
  • 5.3. Deployment of AI-driven predictive analytics for dynamic demand forecasting in agriculture logistics
  • 5.4. Drone-enabled aerial monitoring solutions providing parcel-level insights into crop conditions
  • 5.5. Edge computing architectures minimizing latency for on-site agricultural data processing and analytics
  • 5.6. Cold chain IoT temperature monitoring systems ensuring compliance and freshness throughout transportation
  • 5.7. Satellite imagery integrated with ground sensor data for enhanced agricultural yield prediction accuracy
  • 5.8. Real-time compliance reporting tools automating food safety standards across multi-tier supply chains
  • 5.9. Mobile dashboard applications providing farmers with real-time transparency across the agricultural supply chain
  • 5.10. Predictive maintenance scheduling of cold storage and refrigeration units to prevent spoilage losses

6. Market Insights

  • 6.1. Porter's Five Forces Analysis
  • 6.2. PESTLE Analysis

7. Cumulative Impact of United States Tariffs 2025

8. Real-Time Supply Chain Monitoring For Agriculture Market, by Component

  • 8.1. Introduction
  • 8.2. Hardware
    • 8.2.1. Drones & UAVs
    • 8.2.2. GPS Devices
    • 8.2.3. IoT Gateways
    • 8.2.4. RFID Tags
    • 8.2.5. Sensors
  • 8.3. Services
    • 8.3.1. Consulting
    • 8.3.2. Integration
  • 8.4. Software
    • 8.4.1. Farm Management Systems (FMS)
    • 8.4.2. Supply Chain Management (SCM) Platforms

9. Real-Time Supply Chain Monitoring For Agriculture Market, by Technology

  • 9.1. Introduction
  • 9.2. AI & Machine Learning
  • 9.3. Big Data Analytics
  • 9.4. Blockchain
  • 9.5. Cloud Computing
  • 9.6. IoT

10. Real-Time Supply Chain Monitoring For Agriculture Market, by Deployment Mode

  • 10.1. Introduction
  • 10.2. Cloud
  • 10.3. On Premises

11. Real-Time Supply Chain Monitoring For Agriculture Market, by Application

  • 11.1. Introduction
  • 11.2. Cold Chain Monitoring
  • 11.3. Crop Monitoring
  • 11.4. Inventory & Warehouse Management
  • 11.5. Livestock Monitoring
  • 11.6. Quality Control & Traceability

12. Real-Time Supply Chain Monitoring For Agriculture Market, by End User

  • 12.1. Introduction
  • 12.2. Agribusiness Companies
  • 12.3. Farmers & Growers
  • 12.4. Food Processing Companies
  • 12.5. Government & Regulatory Bodies
  • 12.6. Logistics & Transportation Companies

13. Americas Real-Time Supply Chain Monitoring For Agriculture Market

  • 13.1. Introduction
  • 13.2. United States
  • 13.3. Canada
  • 13.4. Mexico
  • 13.5. Brazil
  • 13.6. Argentina

14. Europe, Middle East & Africa Real-Time Supply Chain Monitoring For Agriculture Market

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

15. Asia-Pacific Real-Time Supply Chain Monitoring For Agriculture Market

  • 15.1. Introduction
  • 15.2. China
  • 15.3. India
  • 15.4. Japan
  • 15.5. Australia
  • 15.6. South Korea
  • 15.7. Indonesia
  • 15.8. Thailand
  • 15.9. Philippines
  • 15.10. Malaysia
  • 15.11. Singapore
  • 15.12. Vietnam
  • 15.13. Taiwan

16. Competitive Landscape

  • 16.1. Market Share Analysis, 2024
  • 16.2. FPNV Positioning Matrix, 2024
  • 16.3. Competitive Analysis
    • 16.3.1. International Business Machines Corporation
    • 16.3.2. GrainChain, Inc.
    • 16.3.3. AGRIVI Ltd.
    • 16.3.4. Cannon Logistics Pty Ltd.
    • 16.3.5. Cisco Systems, Inc.
    • 16.3.6. Crop Analytica
    • 16.3.7. Cropin Technology Solutions Private Limited
    • 16.3.8. CSM Technologies Private Limited
    • 16.3.9. Farmonaut Technologies Pvt. Ltd. by ZenaTech
    • 16.3.10. Infosys Limited
    • 16.3.11. Koltiva AG
    • 16.3.12. Maaya Software Solutions Pvt Ltd.
    • 16.3.13. Microsoft Corporation
    • 16.3.14. Oracle Corporation
    • 16.3.15. SAP SE
    • 16.3.16. Schneider Electric SE
    • 16.3.17. Sedex Information Exchange Limited
    • 16.3.18. Soiltech Wireless Inc.
    • 16.3.19. SourceTrace Systems, Inc.
    • 16.3.20. Tecsoil, Inc.
    • 16.3.21. Telit Cinterion
    • 16.3.22. TraceX Technologies
    • 16.3.23. Trimble Inc.

17. ResearchAI

18. ResearchStatistics

19. ResearchContacts

20. ResearchArticles

21. Appendix

LIST OF FIGURES

  • FIGURE 1. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET RESEARCH PROCESS
  • FIGURE 2. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 3. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 4. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2024 VS 2030 (%)
  • FIGURE 6. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 7. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2024 VS 2030 (%)
  • FIGURE 8. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 9. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2030 (%)
  • FIGURE 10. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 11. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2024 VS 2030 (%)
  • FIGURE 12. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 13. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2024 VS 2030 (%)
  • FIGURE 14. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 15. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 16. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 17. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY STATE, 2024 VS 2030 (%)
  • FIGURE 18. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 19. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 20. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 21. ASIA-PACIFIC REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
  • FIGURE 22. ASIA-PACIFIC REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
  • FIGURE 23. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2024
  • FIGURE 24. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2024
  • FIGURE 25. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET: RESEARCHAI
  • FIGURE 26. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET: RESEARCHSTATISTICS
  • FIGURE 27. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET: RESEARCHCONTACTS
  • FIGURE 28. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET: RESEARCHARTICLES

LIST OF TABLES

  • TABLE 1. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, 2025-2030 (USD MILLION)
  • TABLE 5. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 7. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 9. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 11. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 13. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DRONES & UAVS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DRONES & UAVS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 15. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY GPS DEVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY GPS DEVICES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 17. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY IOT GATEWAYS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY IOT GATEWAYS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 19. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY RFID TAGS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY RFID TAGS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 21. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SENSORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SENSORS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 23. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 25. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 27. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CONSULTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CONSULTING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 29. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY INTEGRATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY INTEGRATION, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 31. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 33. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 35. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SYSTEMS (FMS), BY REGION, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SYSTEMS (FMS), BY REGION, 2025-2030 (USD MILLION)
  • TABLE 37. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT (SCM) PLATFORMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT (SCM) PLATFORMS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 39. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 41. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 43. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY AI & MACHINE LEARNING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY AI & MACHINE LEARNING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 45. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY BIG DATA ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY BIG DATA ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 47. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY BLOCKCHAIN, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY BLOCKCHAIN, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 49. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 51. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY IOT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY IOT, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 53. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 55. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CLOUD, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 57. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY ON PREMISES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY ON PREMISES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 59. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 61. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COLD CHAIN MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COLD CHAIN MONITORING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 63. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CROP MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CROP MONITORING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 65. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY INVENTORY & WAREHOUSE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY INVENTORY & WAREHOUSE MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 67. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 69. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY QUALITY CONTROL & TRACEABILITY, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY QUALITY CONTROL & TRACEABILITY, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 71. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 73. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY AGRIBUSINESS COMPANIES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY AGRIBUSINESS COMPANIES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 75. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY FARMERS & GROWERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY FARMERS & GROWERS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 77. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY FOOD PROCESSING COMPANIES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY FOOD PROCESSING COMPANIES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 79. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY GOVERNMENT & REGULATORY BODIES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY GOVERNMENT & REGULATORY BODIES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 81. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY LOGISTICS & TRANSPORTATION COMPANIES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY LOGISTICS & TRANSPORTATION COMPANIES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 83. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 84. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 85. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 86. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 87. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 88. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 89. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 90. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 91. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 92. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 93. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 94. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 95. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 96. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 97. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 98. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 99. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 100. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 101. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 102. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 103. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 104. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 105. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 106. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 107. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 108. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 109. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 110. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 111. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 112. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 113. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 114. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 115. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 116. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 117. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
  • TABLE 118. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
  • TABLE 119. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 120. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 121. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 122. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 123. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 124. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 125. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 126. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 127. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 128. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 129. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 130. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 131. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 132. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 133. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 134. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 135. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 136. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 137. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 138. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 139. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 140. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 141. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 142. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 143. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 144. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 145. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 146. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 147. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 148. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 149. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 150. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 151. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 152. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 153. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 154. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 155. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 156. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 157. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 158. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 159. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 160. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 161. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 162. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 163. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 164. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 165. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 166. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 167. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 168. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 169. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 170. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 171. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 172. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 173. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 174. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 175. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 176. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 177. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 178. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 179. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 180. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 181. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 182. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 183. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 184. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 185. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 186. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 187. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 188. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 189. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 190. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 191. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 192. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 193. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 194. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 195. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 196. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 197. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 198. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 199. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 200. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 201. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 202. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 203. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 204. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 205. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 206. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 207. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 208. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 209. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 210. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 211. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 212. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 213. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 214. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 215. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 216. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 217. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 218. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 219. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 220. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 221. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 222. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 223. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 224. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 225. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 226. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 227. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 228. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 229. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 230. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 231. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 232. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 233. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 234. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 235. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 236. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 237. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 238. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 239. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 240. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 241. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 242. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 243. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 244. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 245. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 246. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 247. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 248. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 249. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 250. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 251. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 252. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 253. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 254. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
  • TABLE 255. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 256. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 257. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 258. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 259. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 260. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 261. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 201