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市場調查報告書
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1804397

農業即時供應鏈監控市場（按組件、技術、部署模式、應用和最終用戶）—2025-2030 年全球預測

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個工作天內

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預計農業即時供應鏈監控市場規模到2024年將達到4.226億美元，到2025年將達到4.7509億美元，複合年成長率為12.67%，到2030年將達到8.6492億美元。

主要市場統計數據
基準年2024年 4.226億美元
預計2025年 4.7509億美元
預計2030年 8.6492億美元
複合年成長率（%） 12.67%

為農業相關人員提供即時數據流，增強可追溯性、最佳化物流並推動整個供應鏈的永續成長

全球各地的農業相關人員面臨著滿足消費者日益成長的需求的壓力，這些需求包括提高產量、改善產品品質和透明度。氣候變遷、貿易政策的轉變以及日益成長的永續性需求，凸顯了傳統供應鏈框架的限制。這種不斷變化的情況要求企業進行模式轉移，轉向能夠即時捕獲和傳遞資料的系統，使決策者能夠預測突發事件、降低風險並最佳化資源配置。

精密農業、物聯網整合和預測分析的整合將推動農業供應流程的模式轉移

在互聯互通、運算能力和資料科學的推動下，農業供應鏈正在經歷重大變革時期。物聯網設備（例如低功耗廣域網路感測器和衛星追蹤器）的普及，將即時視覺性擴展到了價值鏈中先前不透明的環節。因此，基於機器學習和巨量資料分析建立的預測模型可以預測產量比率波動、檢測儲存環境中的偏差模式，並最佳化路線順序以縮短運輸時間。

評估2025年美國關稅調整對農業物流、價格結構及全球貿易動態的外溢效應

2025年美國關稅結構的調整加劇了農業供應環境的複雜性。由於對關鍵加工設備和包裝材料的課稅導致到岸成本上升，生鮮產品出口商現在面臨成本基本面的變化。這些變化波及整個物流管道，迫使托運人重新協商承運契約，並重新評估整合策略，以維持利潤率。

確定影響即時農業供應鏈監控市場的關鍵組件、技術、部署、應用和最終用戶方面

從整體來看解決方案元件，硬體仍然是即時監控基礎架構的基礎支柱。無人機和無人駕駛飛行器等先進的空中系統提供高解析度的場地監控，而GPS設備則在整個旅程的每個階段追蹤資產的移動。物聯網閘道器充當環境資料聚合點，無縫連接土壤濕度偵測器、溫濕度感測器以及記錄物料輸送事件的RFID標籤。這一實體層與專業服務協同工作，由專業的顧問團隊協調系統配置，並管理感測器網路與企業資源規劃平台之間的複雜整合。

檢驗美洲、歐洲、中東和非洲地區以及亞太市場在即時供應鏈監控採用和價值鏈創建方面的區域差異

在美洲，在私營部門強勁資金籌措和公共部門旨在加強糧食安全的獎勵的支持下，數位農業基礎設施投資正在加速成長。北美生產商和物流營運商正在率先部署感測器並採用整合平台，以減少貨物損耗並改善召回流程；而南美出口商則利用區域貿易協定，試行跨境可視性舉措，以簡化通關流程並減少運輸延誤。這種充滿活力的環境正在促進技術開發者與當地合作社之間的合作，鼓勵制定針對不同氣候和物流條件的客製化解決方案。

剖析推動農業供應鏈監控解決方案創新、協作和競爭差異化的關鍵產業參與者

領先的解決方案供應商透過策略夥伴關係、收購和內部創新，持續擴展其農業監測產品組合。感測器製造專家正在整合先進材料和能源採集功能，以延長設備生命週期；而軟體供應商則透過開放API和標準化資料模式增強平台互通性。一個協作生態系統正在興起，雲端服務供應商、通訊業者和科技新興企業正在共同開發針對遠端農場環境的邊緣運算閘道器。

確定行業領導者的戰略舉措和戰術性框架，以利用農業即時監測方面的進步

產業領導者應優先開發可互通的架構，以促進硬體、軟體和服務元件之間的無縫資料交換。建立開放標準並採用模組化設計原則，將有助於企業確保其生態系統面向未來，並無需進行大規模的重新設計即可適應新興技術。此外，與通訊供應商和雲端平台建立策略夥伴關係關係，將確保即時分析所需的彈性連接和可擴展的運算資源。

概述嚴謹的調查方法，為農業供應鏈監控技術提供實際的見解

本摘要中提出的研究結果是基於嚴謹的調查方法，該方法結合了一手資料和二手資料。二手資料研究涵蓋了對行業出版物、監管格局和技術白皮書的全面審查，以描繪當前的解決方案格局和新興標準。此外，我們還對物流解決方案提供商、農業相關企業和物流營運商的高管、產品經理和技術架構師進行了深入訪談，以檢驗關鍵趨勢並獲得他們所面臨的業務挑戰的第一手觀點。

綜合主要研究結果，確定農業即時供應鏈監控的未來方向和投資需求

對技術促進因素、政策變化和區域動態的全面分析表明，市場正在向完全透明、數據主導的供應鏈轉型。感測器小型化、邊緣分析和分散式帳本框架的進步正在消除端到端可追溯性的傳統障礙，而不斷變化的關稅制度和貿易重組凸顯了自適應籌資策略的重要性。細分洞察表明，全面的解決方案必須整合硬體、諮詢和軟體層，並提供靈活的部署選項，以滿足不同使用案例和相關人員群體的需求。

目錄

第1章：前言

第2章調查方法

第3章執行摘要

第4章 市場概述

第5章市場動態

  • 整合物聯網感測器網路，即時監測作物和牲畜健康
  • 利用區塊鏈追溯平台確保生鮮食品的真實性和質量
  • 引入人工智慧驅動的預測分析，用於農業物流中的動態需求預測
  • 無人機空中監測解決方案，提供農作物健康狀況的地塊級洞察
  • 邊緣運算架構最大限度地減少了田間農業資料處理和分析的延遲
  • 低溫運輸物聯網溫度監控系統確保運輸過程中的合規性和新鮮度
  • 衛星影像與地面感測器資料結合可改善農業產量預測
  • 即時合規報告工具，可自動執行多層供應鏈中的食品安全標準
  • 一款行動儀表板應用程式，可讓農民即時了解其農業供應鏈的透明度
  • 冷藏和冷凍設備的預測性維護計劃，以防止腐敗損失

第6章 市場洞察

  • 波特五力分析
  • PESTEL分析

第7章 2025年美國關稅的累積影響

8. 農業即時供應鏈監控市場（按組件）

  • 硬體
    • 無人機和無人駕駛飛行器
    • GPS 裝置
    • 物聯網閘道器
    • RFID標籤
    • 感應器
  • 服務
    • 諮詢
    • 一體化
  • 軟體
    • 農場管理系統（FMS）
    • 供應鏈管理（SCM）平台

9. 農業即時供應鏈監控市場（按技術）

  • 人工智慧和機器學習
  • 巨量資料分析
  • 區塊鏈
  • 雲端運算
  • IoT

第 10 章農業即時供應鏈監控市場（依部署模式）

  • 雲
  • 本地

第 11 章農業即時供應鏈監控市場（按應用）

  • 低溫運輸監控
  • 作物監測
  • 庫存和倉庫管理
  • 牲畜監控
  • 品管和可追溯性

第 12 章。農業即時供應鏈監控市場（按最終用戶）

  • 農業相關企業
  • 農民和生產者
  • 食品加工公司
  • 政府和監管機構
  • 物流和運輸公司

13.美洲農業即時供應鏈監控市場

  • 美國
  • 加拿大
  • 墨西哥
  • 巴西
  • 阿根廷

14.歐洲、中東和非洲農業即時供應鏈監控市場

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

15. 亞太農業即時供應鏈監控市場

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

第16章競爭格局

  • 2024年市場佔有率分析
  • 2024年FPNV定位矩陣
  • 競爭分析
    • 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17章 研究人工智慧

第18章 研究統計

第19章 研究聯絡人

第20章 研究報導

第21章 附錄

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