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市場調查報告書
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1804391

智慧農業供應鏈市場（按組件、技術、部署模式、作物類型和應用）—2025-2030 年全球預測

Smart Agricultural Supply Chains Market by Component, Technology, Deployment Mode, Crop Type, Application - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 198 Pages | 商品交期: 最快1-2個工作天內

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預計2024年智慧農業供應鏈市場規模將達26.9億美元，2025年將成長至30.3億美元，複合年成長率為12.67%，到2030年將達到55.1億美元。

主要市場統計數據
基準年2024年 26.9億美元
預計2025年 30.3億美元
預測年份 2030 55.1億美元
複合年成長率（%） 12.67%

透過數位化整合、永續實踐、即時分析和提高供應可靠性，利用智慧農業供應鏈為農業的未來鋪路

在這個消費者需求不斷演變、環境挑戰不斷挑戰的時代，農業部門正透過整合先進的數位工具和永續實踐，經歷重大變革時期。如今，智慧供應鏈已超越傳統物流，融合了感測器網路、數據分析和互聯互通技術，以最佳化資源利用並減少浪費。推動這一轉變的因素包括氣候變遷、監管壓力以及為不斷成長的全球人口提供更高品質農產品的需求。此外，經銷商上的相關人員都認知到透明度和可追溯性在建立消費者信任和確保遵守新食品安全標準方面的重要性。

人工智慧、物聯網、巨量資料和區塊鏈將改變供應鏈生態系統的每個階段，帶來農業模式轉移

隨著新興技術重新定義供應鏈生態系統的各個環節，農業正經歷模式轉移。如今，人工智慧演算法能夠分析Terabyte的田間數據，在可見症狀出現之前就發現害蟲並預測疾病爆發。同時，機器學習模型透過將即時感測器輸入與歷史性能指標進行比較，不斷最佳化施肥和灌溉方案。同時，無人機和自動駕駛汽車上的電腦視覺系統利用先進的影像處理，為廣闊的田地提供細緻的作物健康評估。

評估2025年美國關稅政策對成本結構、貿易流量和智慧農業供應網路策略規劃的累積影響

2025年美國新關稅框架的推出，將為智慧農業供應鏈帶來層層複雜性，重塑成本結構，並影響籌資策略。從主要製造地進口的硬體零件將面臨更高的關稅，迫使生產商重新評估與供應商的關係，並探索近岸外包的選擇。因此，企業正在進行細緻的成本效益分析，以權衡提高關稅的直接成本與多元化供應鏈的長期效益。

確定智慧農業中組件、技術、部署模式、作物分類和應用領域的關鍵細分觀點

仔細觀察每個組件就會發現，從致動器和邊緣設備到閘道器和感測器等硬體元素構成了田間精確資料收集所需的特定基礎設施。作為這些資產的補充，諮詢、支援和維護服務已成為實現無縫部署和持續可靠運作的關鍵因素。在軟體方面，分析引擎、農場管理系統和監控平台將原始感測器輸出轉化為可操作的情報，從而推動主動決策。

揭示影響美洲、中東和非洲以及亞太市場智慧農業供應鏈的關鍵區域動態

在美洲，北美已開發經濟體透過大力投資基礎建設和注重精密農業，主導物聯網的應用。有利的法規結構和大量的私營部門資金籌措正在加速感測器網路、無人機和自動化機器的普及。南美市場雖然仍是一個新興市場，但正展現出良好的成長前景，這得益於其龐大的農業出口部門，這些部門渴望利用數位可追溯性來滿足嚴格的全球品質標準。

分析推動智慧農業供應鏈生態系統創新、策略夥伴關係和競爭定位的有影響力的產業參與者

全球領先的技術供應商正透過策略夥伴關係和開放式架構平台鞏固其地位，這些平台可與其合作夥伴生態系統無縫整合。這些解決方案專注於模組化硬體設計和 API 驅動的軟體，從而加快部署進度並支援持續創新。同時，專注於農業的公司憑藉經過實地驗證的分析模型和作物科學專業知識脫穎而出，並與領先的農業合作社和研究機構達成合作協議。

為產業領導者提供可行的見解和策略框架，以增強連結性、最佳化營運並促進永續農業供應卓越性

行業領導者應優先考慮整個供應鏈的互通性和數據標準化，以實現跨不同平台的無縫整合。建立開放資料通訊協定並加入協作聯盟可以減少實施過程中的摩擦，並加速可互通解決方案的開發。此外，深化與區域農學專家、物流供應商和金融機構的策略夥伴關係，可以強化打入市場策略，並促進共用風險管理。

了解我們強大的調查方法，該方法結合了一級和二級研究以及交叉檢驗，以獲得全面的智慧農業供應鏈洞察。

本調查方法採用混合方法，結合一手訪談、二次分析與交叉檢驗，全面涵蓋智慧農業供應鏈格局。一手數據透過與技術供應商、農業合作社、物流供應商和政策顧問進行結構化訪談獲取，從而獲得關於實施挑戰、投資重點和監管影響的第一手觀點。

總結策略重點並討論核心研究成果，以指南智慧農業供應鏈的未來發展

先進數位技術與永續實踐的融合，正在重塑農業供應鏈，使其成為更透明、更具韌性、更有效率的網路。利用人工智慧、物聯網、區塊鏈和雲端平台，相關人員可以深入了解田間作業，最佳化資源利用率，並確保高價值作物的端到端可追溯性。透過按組件、技術、部署模式、作物類型和應用進行策略性細分，組織能夠確定最具影響力的投資領域，並根據特定的營運環境提供量身定做的解決方案。

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

  • 實施供應鏈網路的數位雙胞胎模擬，以最佳化路線並最大限度地減少收穫後的損失
  • 衛星影像分析與氣像模型結合在自適應田間管理調度的應用
  • 將支援物聯網的土壤感測器與無人機結合，以最佳化精準灌溉和施肥
  • 引進區塊鏈追溯平台，提高多層供應鏈的透明度
  • 實施人工智慧驅動的預測分析，用於作物產量預測和主動資源分配
  • 採用即時監控的溫控智慧貨櫃實現自動化低溫運輸物流
  • 開發整合農場管理系統和市場需求預測工具的雲端基礎
  • 將可再生能源解決方案整合到倉儲設施中，以減少碳排放和營運成本
  • 利用無人機集群網路進行大規模播種和有針對性的農藥噴灑，以減少化學品的使用

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

第8章智慧農業供應鏈市場（按組成部分）

  • 硬體
    • 致動器
    • 邊緣設備
    • 閘道
    • 感應器
  • 服務
    • 諮詢
    • 支援和維護
  • 軟體
    • 分析
    • 農場管理
    • 監控

9. 智慧農業供應鏈市場（按技術）

  • 人工智慧
  • 巨量資料分析
  • 電腦視覺
  • 物聯網
  • 機器學習

第 10 章智慧農業供應鏈市場（依部署模式）

  • 雲
    • 私有雲端
    • 公共雲端
  • 本地

第 11 章。按作物類型分類的智慧農業供應鏈市場

  • 序列
    • 玉米
    • 米
    • 小麥
  • 水果和蔬菜
    • 莓果
    • 葡萄
    • 番茄
  • 油籽和豆類
    • 扁豆
    • 大豆
    • 向日葵

第 12 章：智慧農業供應鏈市場（按應用）

  • 牲畜監控
    • 動物追蹤
    • 行為分析
    • 健康監測
  • 精密農業
    • 作物健康監測
    • 土壤分析
    • 產量預測
  • 智慧灌溉
    • 自動灌溉系統
    • 土壤濕度監測
  • 供應鏈可追溯性
    • 低溫運輸監控
    • 農場到客戶的供應

13. 美國智慧農業供應鏈市場

  • 美國
  • 加拿大
  • 墨西哥
  • 巴西
  • 阿根廷

14.歐洲、中東和非洲智慧農業供應鏈市場

  • 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.亞太智慧農業供應鏈市場

  • 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
    • AGCO Corporation
    • AgriDigital
    • AgriProve Pty Ltd.
    • Bunge Limited
    • Cargill, Incorporated
    • CNH Industrial NV
    • CropZilla Inc.
    • DroneDeploy
    • Eka Software Solutions
    • GrainChain, Inc.
    • Indigo Ag, Inc.
    • International Business Machines Corporation
    • LexisNexis Risk Solutions
    • Microsoft Corporation
    • Oracle Corporation
    • SAP SE
    • Syngenta Crop Protection AG

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-115D84408DF5

The Smart Agricultural Supply Chains Market was valued at USD 2.69 billion in 2024 and is projected to grow to USD 3.03 billion in 2025, with a CAGR of 12.67%, reaching USD 5.51 billion by 2030.

KEY MARKET STATISTICS
Base Year [2024] USD 2.69 billion
Estimated Year [2025] USD 3.03 billion
Forecast Year [2030] USD 5.51 billion
CAGR (%) 12.67%

Unlocking the Future of Farming with Smart Agricultural Supply Chains Fueled by Digital Integration, Sustainable Practices, Real-Time Analytics and Enhanced Supply Reliability

In an era defined by evolving consumer demands and environmental challenges, the agricultural sector is undergoing a profound transformation through the integration of advanced digital tools and sustainable practices. Smart supply chains now extend beyond traditional logistics, weaving together sensor networks, data analytics and connectivity to optimize resource utilization and reduce waste. This shift is driven by a confluence of factors including climate volatility, regulatory pressures and the imperative to feed a growing global population with higher-quality produce. Moreover, stakeholders across the value chain-from growers to distributors-are recognizing the value of transparency and traceability in building consumer trust and maintaining compliance with emerging food safety standards.

Furthermore, the proliferation of low-power wide-area networks, edge computing devices and cloud-based platforms has enabled real-time monitoring of soil conditions, crop health and post-harvest logistics. This confluence of technologies supports decision-making at every tier, fostering proactive risk mitigation and cost containment. Additionally, collaborative ecosystems of technology providers, agronomy specialists and financial partners are coalescing to address capital constraints and technical adoption barriers. In this context, the intersection of precision agriculture and supply chain management heralds a new frontier for value creation, where predictive analytics anticipate weather patterns, optimize input deployment and align harvest schedules with market demand. Simultaneously, blockchain-enabled provenance tracking ensures the integrity and condition of perishable goods during transit, elevating operational efficiency and fostering agile responses to disruptions such as extreme weather or labor constraints.

Embracing a Paradigm Shift in Agriculture with AI, IoT, Big Data and Blockchain Transforming Every Stage of the Supply Chain Ecosystem

The agricultural landscape is experiencing a paradigm shift as emerging technologies redefine every stage of the supply chain ecosystem. Artificial intelligence algorithms now analyze terabytes of field data to detect pests and predict disease outbreaks long before visible symptoms appear. Meanwhile, machine learning models continuously refine fertilization and irrigation routines by comparing real-time sensor inputs against historical performance metrics. In parallel, computer vision systems mounted on drones and autonomous vehicles leverage advanced image processing to deliver granular crop health assessments across expansive fields.

Moreover, the Internet of Things serves as the connective tissue uniting disparate devices, enabling seamless data flow from remote sensors to centralized analytics platforms. Blockchain technology further fortifies supply chain integrity by establishing immutable records that track each batch of produce from seed to store shelf. This level of end-to-end transparency not only mitigates fraud but also opens new avenues for premium pricing tied to verified sustainability claims. As these technologies converge, traditional agricultural practices are giving way to adaptive networks that dynamically self-optimize, reduce operational downtime and unlock previously inaccessible insights.

Significantly, this transformation extends beyond the farm gate into warehousing, transportation and retail environments, creating an interconnected ecosystem that adapts to shifting consumer preferences, regulatory requirements and environmental pressures. The result is a more resilient, agile model of food production and distribution that sets a new standard for global agricultural supply chains.

Assessing the Cumulative Effects of 2025 United States Tariff Policies on Cost Structures, Trade Flows and Strategic Planning of Smart Agricultural Supply Networks

The introduction of new tariff frameworks by the United States in 2025 has introduced a layer of complexity to the smart agricultural supply chain, reshaping cost structures and influencing sourcing strategies. Hardware components imported from key manufacturing hubs now face incremental duties, prompting producers to reevaluate supplier relationships and explore nearshoring options. As a consequence, organizations are conducting granular cost-benefit analyses that weigh the immediate expense of higher tariffs against long-term benefits of supply chain diversification.

Furthermore, software and consulting services that were previously outsourced may become subject to revised digital service levies, encouraging stakeholders to develop in-house expertise or engage regional partners to mitigate cross-border fee escalations. These strategic shifts are not limited to procurement; logistics operators are negotiating revised freight contracts and transit routes to circumvent tariff chokepoints at major ports. Additionally, emerging trade dialogues and bilateral agreements are being monitored closely to identify opportunities for tariff exemptions or preferential treatment under reciprocal arrangements.

As a result of these policy adjustments, a ripple effect is observable across capital investment decisions. Technology providers are accelerating the localization of production facilities while alliances between agritech innovators and local enterprises are becoming more commonplace. In an environment characterized by evolving trade barriers, agility in regulatory interpretation and partnership development has become essential for maintaining competitive advantage in smart agricultural supply chains.

Revealing Critical Segmentation Perspectives Spanning Components, Technologies, Deployment Modes, Crop Classifications and Application Landscapes in Smart Agriculture

An in-depth examination by component reveals that hardware elements-ranging from actuators and edge devices to gateways and sensors-constitute the tangible infrastructure necessary for precise data collection in the field. Complementing these assets, service offerings in consulting and support & maintenance have emerged as critical enablers of seamless deployment and sustained operational reliability. On the software front, analytics engines, farm management systems and monitoring platforms translate raw sensor outputs into actionable intelligence that drives proactive decision making.

Layering in the technology dimension, artificial intelligence and machine learning form the analytical core by identifying patterns and anomalies within agricultural datasets, while big data analytics and computer vision enable sophisticated interpretation of visual and historical records. The Internet of Things provides the foundational connectivity that ties these disparate technologies into a cohesive network, harmonizing on-farm operations with centralized command centers.

From a deployment standpoint, public cloud environments offer elastic scalability for data-intensive workloads, whereas private cloud and on-premise solutions address stringent data sovereignty and latency requirements. Crop-specific considerations further refine this landscape: cereals such as maize, rice and wheat demand robust yield prediction and soil analysis tools, whereas fruits and vegetables like berries, grapes and tomatoes require enhanced quality monitoring and cold chain coordination. Oilseeds and pulses-including lentils, soybeans and sunflowers-present unique storage stability challenges that inform tailored traceability and moisture control applications.

Application segmentation underscores diverse use cases, spanning livestock monitoring with animal tracking, behavior analysis and health monitoring to precision farming techniques encompassing crop health monitoring, soil analysis and yield forecasting. Smart irrigation solutions integrate automated systems and soil moisture monitoring, which dovetail with supply chain traceability mechanisms such as cold chain monitoring and direct farm-to-customer distribution. This layered segmentation framework furnishes stakeholders with a clear roadmap to prioritize investment areas aligned with specific functional and regional requirements.

Exploring Key Regional Dynamics Shaping Smart Agricultural Supply Chains Across the Americas, Europe Middle East Africa and Asia Pacific Markets

Across the Americas, advanced economies in North America are leading adoption through robust infrastructure investments and a strong emphasis on precision farming. Favorable regulatory frameworks and significant private sector funding have accelerated the deployment of sensor networks, drones and autonomous machinery. South American markets, while still emerging, show promising growth driven by large agricultural export sectors that are eager to leverage digital traceability to meet stringent global quality standards.

In Europe, Middle East and Africa, the regulatory environment in the European Union has catalyzed the adoption of sustainable practices, including reduced chemical inputs and carbon footprint monitoring. Collaborative research initiatives across EU member states have fostered innovation hubs that pilot next-generation IoT architectures and data exchange protocols. In parallel, Middle Eastern and African nations are exploring water-conserving smart irrigation systems to combat arid conditions, with public-private partnerships supporting infrastructure development and knowledge transfer.

The Asia-Pacific region presents a multifaceted mosaic of advanced markets and emerging economies. In Australia and New Zealand, precision viticulture and livestock management solutions have gained traction, driven by large-scale operations seeking to optimize export quality. Conversely, countries in Southeast Asia and South Asia are undertaking digital literacy programs to equip smallholder farmers with mobile-enabled farm management tools. Government subsidies and cross-border research collaborations are playing pivotal roles in scaling affordable IoT deployments and fostering resilient regional supply chains.

Analyzing Influential Industry Players Driving Innovation, Strategic Partnerships and Competitive Positioning in the Smart Agriculture Supply Chain Ecosystem

Prominent global technology providers have solidified their positions through strategic partnerships and open-architecture platforms that integrate seamlessly with partner ecosystems. Their solutions emphasize modular hardware designs and API-driven software to accelerate deployment timelines and support continuous innovation. Concurrently, specialized agritech companies are differentiating themselves with field-tested analytics models and domain expertise in crop science, securing collaboration agreements with leading agricultural cooperatives and research institutions.

Emerging startups are carving out niche segments by focusing on hyper-local conditions and tailored service bundles. By leveraging edge computing and machine learning at the device level, these innovators are delivering low-latency analytics capable of autonomous decision making in remote environments. Their agility in iterating product features and adopting new sensor modalities has attracted venture capital funding and pilot engagements with forward-thinking farm operations.

Finally, logistics and supply chain vendors are embedding digital twins and AI-based route optimization into cold chain management offerings, ensuring produce quality from origin to consumer. These integrated solutions are complemented by financial service providers who offer outcome-based farming contracts and performance-linked financing tied to data-driven yield forecasts. Together, these diverse participants are co-creating a dynamic ecosystem that drives continuous improvement and competitive differentiation throughout the smart agricultural supply chain.

Offering Actionable Insights and Strategic Frameworks for Industry Leaders to Enhance Connectivity, Optimize Operations and Foster Sustainable Agricultural Supply Excellence

Industry leaders should prioritize interoperability and data standardization across the supply chain to unlock seamless integration between disparate platforms. Establishing open data protocols and participating in collaborative consortia can reduce implementation friction and accelerate the development of interoperable solutions. Furthermore, cultivating strategic alliances with regional agronomy experts, logistics providers and financial institutions will bolster market entry strategies and facilitate shared risk management.

Investments in workforce upskilling are equally critical; cross-functional training programs that blend agronomic knowledge with data science skills will empower teams to extract maximal value from advanced analytics and automation technologies. In parallel, piloting decentralized edge computing deployments can enhance resilience by enabling autonomous decision making in connectivity-constrained regions.

Additionally, embedding sustainability metrics into performance dashboards will align corporate objectives with environmental and social governance goals, creating quantifiable impact measurements for stakeholders. Organizations should also explore outcome-based business models that tie service fees to yield improvements or resource efficiency gains, thereby demonstrating tangible value to end-users. By taking a holistic approach that integrates strategic partnerships, talent development and sustainability-driven innovation, industry leaders can establish a robust foundation for long-term competitive advantage in smart agricultural supply chains.

Detailing a Robust Research Methodology Integrating Primary Interviews, Secondary Analysis and Cross Validation for Comprehensive Smart Agriculture Supply Chain Insights

This research leverages a hybrid methodology combining primary interviews, secondary analysis and cross-validation to ensure comprehensive coverage of the smart agricultural supply chain landscape. Primary data was obtained through structured interviews with technology vendors, agricultural cooperatives, logistics providers and policy advisors, enabling firsthand perspectives on adoption challenges, investment priorities and regulatory influences.

Secondary research encompassed a systematic review of peer-reviewed journals, white papers, industry reports and public databases to validate market trends and technology roadmaps. Proprietary data sources were triangulated with publicly available information to maintain objectivity and enhance the granularity of regional and segment-level insights. Cross-validation techniques, including comparative case studies and benchmarking against historical industry performance, were employed to reinforce the credibility of qualitative findings.

Quantitative analyses prioritized index-based scoring frameworks to assess technology readiness, deployment complexity and value creation potential. Geospatial mapping tools were used to visualize adoption hotspots and supply chain bottlenecks. Finally, expert panel reviews were conducted to vet preliminary conclusions and refine strategic recommendations, ensuring alignment with real-world operational constraints and innovation trajectories.

Concluding Strategic Imperatives and Reflective Insights That Synthesize Core Findings to Guide Future Developments in Smart Agricultural Supply Chains

The convergence of advanced digital technologies and sustainable practices is reshaping the agricultural supply chain into a more transparent, resilient and efficient network. By harnessing AI, IoT, blockchain and cloud platforms, stakeholders can achieve granular visibility into field operations, optimize resource utilization and ensure end-to-end traceability of high-value crops. Strategic segmentation by component, technology, deployment mode, crop type and application helps organizations identify the most impactful investment areas and tailor solutions to specific operational contexts.

Regional variations underscore the importance of localized strategies that account for regulatory environments, infrastructure maturity and resource availability. Leading companies are leveraging partnerships, modular architectures and outcome-based business models to differentiate their offerings and expand market reach. Tariff shifts and evolving trade agreements have further highlighted the need for agile supply chain designs and diversified sourcing arrangements.

Ultimately, the industry's future success will depend on collaborative ecosystems that bring together technology innovators, agronomic experts and financial stakeholders. By aligning talent development, interoperability standards and sustainability metrics, organizations can unlock new pathways for growth, resilience and environmental stewardship within smart agricultural supply chains.

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. Implementing digital twin simulations of supply chain networks to optimize routing and minimize post-harvest losses
  • 5.2. Applying satellite imagery analytics integrated with weather models for adaptive field management scheduling
  • 5.3. Integration of IoT-enabled soil sensors and drones for precision irrigation and fertilization optimization
  • 5.4. Adoption of blockchain traceability platforms to enhance transparency in multi-tiered supply chains
  • 5.5. Deployment of AI-driven predictive analytics for crop yield forecasting and proactive resource allocation
  • 5.6. Implementation of automated cold chain logistics using temperature-controlled smart containers with real-time monitoring
  • 5.7. Development of cloud-based platforms integrating farm management systems with market demand forecasting tools
  • 5.8. Integration of renewable energy solutions in storage facilities to reduce carbon footprint and operational costs
  • 5.9. Employing swarm drone networks for large-scale seeding and targeted pesticide application to reduce chemical usage

6. Market Insights

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

7. Cumulative Impact of United States Tariffs 2025

8. Smart Agricultural Supply Chains Market, by Component

  • 8.1. Introduction
  • 8.2. Hardware
    • 8.2.1. Actuators
    • 8.2.2. Edge Devices
    • 8.2.3. Gateways
    • 8.2.4. Sensors
  • 8.3. Service
    • 8.3.1. Consulting
    • 8.3.2. Support & Maintenance
  • 8.4. Software
    • 8.4.1. Analytics
    • 8.4.2. Farm Management
    • 8.4.3. Monitoring

9. Smart Agricultural Supply Chains Market, by Technology

  • 9.1. Introduction
  • 9.2. Artificial Intelligence
  • 9.3. Big Data Analytics
  • 9.4. Computer Vision
  • 9.5. Internet of Things
  • 9.6. Machine Learning

10. Smart Agricultural Supply Chains Market, by Deployment Mode

  • 10.1. Introduction
  • 10.2. Cloud
    • 10.2.1. Private Cloud
    • 10.2.2. Public Cloud
  • 10.3. On Premise

11. Smart Agricultural Supply Chains Market, by Crop Type

  • 11.1. Introduction
  • 11.2. Cereals
    • 11.2.1. Maize
    • 11.2.2. Rice
    • 11.2.3. Wheat
  • 11.3. Fruits & Vegetables
    • 11.3.1. Berries
    • 11.3.2. Grapes
    • 11.3.3. Tomatoes
  • 11.4. Oilseeds & Pulses
    • 11.4.1. Lentils
    • 11.4.2. Soybeans
    • 11.4.3. Sunflowers

12. Smart Agricultural Supply Chains Market, by Application

  • 12.1. Introduction
  • 12.2. Livestock Monitoring
    • 12.2.1. Animal Tracking
    • 12.2.2. Behavior Analysis
    • 12.2.3. Health Monitoring
  • 12.3. Precision Farming
    • 12.3.1. Crop Health Monitoring
    • 12.3.2. Soil Analysis
    • 12.3.3. Yield Prediction
  • 12.4. Smart Irrigation
    • 12.4.1. Automated Irrigation Systems
    • 12.4.2. Soil Moisture Monitoring
  • 12.5. Supply Chain Traceability
    • 12.5.1. Cold Chain Monitoring
    • 12.5.2. Farm To Customer Supply

13. Americas Smart Agricultural Supply Chains 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 Smart Agricultural Supply Chains 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 Smart Agricultural Supply Chains 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. AGCO Corporation
    • 16.3.2. AgriDigital
    • 16.3.3. AgriProve Pty Ltd.
    • 16.3.4. Bunge Limited
    • 16.3.5. Cargill, Incorporated
    • 16.3.6. CNH Industrial NV
    • 16.3.7. CropZilla Inc.
    • 16.3.8. DroneDeploy
    • 16.3.9. Eka Software Solutions
    • 16.3.10. GrainChain, Inc.
    • 16.3.11. Indigo Ag, Inc.
    • 16.3.12. International Business Machines Corporation
    • 16.3.13. LexisNexis Risk Solutions
    • 16.3.14. Microsoft Corporation
    • 16.3.15. Oracle Corporation
    • 16.3.16. SAP SE
    • 16.3.17. Syngenta Crop Protection AG

17. ResearchAI

18. ResearchStatistics

19. ResearchContacts

20. ResearchArticles

21. Appendix

LIST OF FIGURES

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

LIST OF TABLES

  • TABLE 1. SMART AGRICULTURAL SUPPLY CHAINS MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, 2025-2030 (USD MILLION)
  • TABLE 5. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 7. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 9. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 11. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HARDWARE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 13. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY ACTUATORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY ACTUATORS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 15. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY EDGE DEVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY EDGE DEVICES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 17. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY GATEWAYS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY GATEWAYS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 19. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SENSORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SENSORS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 21. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 23. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SERVICE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SERVICE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 25. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CONSULTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CONSULTING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 27. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 29. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SERVICE, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SERVICE, 2025-2030 (USD MILLION)
  • TABLE 31. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 33. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 35. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FARM MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FARM MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 37. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY MONITORING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 39. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 41. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 43. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY ARTIFICIAL INTELLIGENCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY ARTIFICIAL INTELLIGENCE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 45. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY BIG DATA ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY BIG DATA ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 47. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPUTER VISION, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 49. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY INTERNET OF THINGS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY INTERNET OF THINGS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 51. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 53. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 55. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CLOUD, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 57. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 59. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 61. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
  • TABLE 63. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY ON PREMISE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY ON PREMISE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 65. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CROP TYPE, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CROP TYPE, 2025-2030 (USD MILLION)
  • TABLE 67. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CEREALS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CEREALS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 69. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY MAIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY MAIZE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 71. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY RICE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY RICE, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 73. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY WHEAT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY WHEAT, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 75. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CEREALS, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CEREALS, 2025-2030 (USD MILLION)
  • TABLE 77. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FRUITS & VEGETABLES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FRUITS & VEGETABLES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 79. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY BERRIES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY BERRIES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 81. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY GRAPES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY GRAPES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 83. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY TOMATOES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY TOMATOES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 85. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FRUITS & VEGETABLES, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FRUITS & VEGETABLES, 2025-2030 (USD MILLION)
  • TABLE 87. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY OILSEEDS & PULSES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY OILSEEDS & PULSES, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 89. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LENTILS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LENTILS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 91. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOYBEANS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOYBEANS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 93. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUNFLOWERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUNFLOWERS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 95. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY OILSEEDS & PULSES, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY OILSEEDS & PULSES, 2025-2030 (USD MILLION)
  • TABLE 97. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 99. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 101. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY ANIMAL TRACKING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY ANIMAL TRACKING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 103. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY BEHAVIOR ANALYSIS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY BEHAVIOR ANALYSIS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 105. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HEALTH MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HEALTH MONITORING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 107. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2030 (USD MILLION)
  • TABLE 109. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRECISION FARMING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRECISION FARMING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 111. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CROP HEALTH MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CROP HEALTH MONITORING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 113. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOIL ANALYSIS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOIL ANALYSIS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 115. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY YIELD PREDICTION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY YIELD PREDICTION, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 117. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRECISION FARMING, 2025-2030 (USD MILLION)
  • TABLE 119. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SMART IRRIGATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SMART IRRIGATION, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 121. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY AUTOMATED IRRIGATION SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY AUTOMATED IRRIGATION SYSTEMS, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 123. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOIL MOISTURE MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOIL MOISTURE MONITORING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 125. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SMART IRRIGATION, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SMART IRRIGATION, 2025-2030 (USD MILLION)
  • TABLE 127. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPLY CHAIN TRACEABILITY, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPLY CHAIN TRACEABILITY, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 129. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COLD CHAIN MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COLD CHAIN MONITORING, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 131. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FARM TO CUSTOMER SUPPLY, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FARM TO CUSTOMER SUPPLY, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 133. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPLY CHAIN TRACEABILITY, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPLY CHAIN TRACEABILITY, 2025-2030 (USD MILLION)
  • TABLE 135. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 136. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 137. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 138. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 139. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SERVICE, 2018-2024 (USD MILLION)
  • TABLE 140. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SERVICE, 2025-2030 (USD MILLION)
  • TABLE 141. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 142. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 143. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 144. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 145. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 146. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 147. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 148. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
  • TABLE 149. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CROP TYPE, 2018-2024 (USD MILLION)
  • TABLE 150. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CROP TYPE, 2025-2030 (USD MILLION)
  • TABLE 151. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CEREALS, 2018-2024 (USD MILLION)
  • TABLE 152. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CEREALS, 2025-2030 (USD MILLION)
  • TABLE 153. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FRUITS & VEGETABLES, 2018-2024 (USD MILLION)
  • TABLE 154. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FRUITS & VEGETABLES, 2025-2030 (USD MILLION)
  • TABLE 155. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY OILSEEDS & PULSES, 2018-2024 (USD MILLION)
  • TABLE 156. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY OILSEEDS & PULSES, 2025-2030 (USD MILLION)
  • TABLE 157. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 158. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 159. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 160. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2030 (USD MILLION)
  • TABLE 161. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 162. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRECISION FARMING, 2025-2030 (USD MILLION)
  • TABLE 163. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SMART IRRIGATION, 2018-2024 (USD MILLION)
  • TABLE 164. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SMART IRRIGATION, 2025-2030 (USD MILLION)
  • TABLE 165. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPLY CHAIN TRACEABILITY, 2018-2024 (USD MILLION)
  • TABLE 166. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPLY CHAIN TRACEABILITY, 2025-2030 (USD MILLION)
  • TABLE 167. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 168. AMERICAS SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 169. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 170. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 171. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 172. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 173. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SERVICE, 2018-2024 (USD MILLION)
  • TABLE 174. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SERVICE, 2025-2030 (USD MILLION)
  • TABLE 175. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 176. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 177. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 178. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 179. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 180. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 181. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 182. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
  • TABLE 183. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CROP TYPE, 2018-2024 (USD MILLION)
  • TABLE 184. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CROP TYPE, 2025-2030 (USD MILLION)
  • TABLE 185. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CEREALS, 2018-2024 (USD MILLION)
  • TABLE 186. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CEREALS, 2025-2030 (USD MILLION)
  • TABLE 187. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FRUITS & VEGETABLES, 2018-2024 (USD MILLION)
  • TABLE 188. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FRUITS & VEGETABLES, 2025-2030 (USD MILLION)
  • TABLE 189. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY OILSEEDS & PULSES, 2018-2024 (USD MILLION)
  • TABLE 190. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY OILSEEDS & PULSES, 2025-2030 (USD MILLION)
  • TABLE 191. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 192. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 193. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 194. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2030 (USD MILLION)
  • TABLE 195. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 196. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRECISION FARMING, 2025-2030 (USD MILLION)
  • TABLE 197. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SMART IRRIGATION, 2018-2024 (USD MILLION)
  • TABLE 198. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SMART IRRIGATION, 2025-2030 (USD MILLION)
  • TABLE 199. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPLY CHAIN TRACEABILITY, 2018-2024 (USD MILLION)
  • TABLE 200. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPLY CHAIN TRACEABILITY, 2025-2030 (USD MILLION)
  • TABLE 201. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
  • TABLE 202. UNITED STATES SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
  • TABLE 203. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 204. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 205. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 206. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 207. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SERVICE, 2018-2024 (USD MILLION)
  • TABLE 208. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SERVICE, 2025-2030 (USD MILLION)
  • TABLE 209. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 210. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 211. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 212. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 213. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 214. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 215. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 216. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
  • TABLE 217. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CROP TYPE, 2018-2024 (USD MILLION)
  • TABLE 218. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CROP TYPE, 2025-2030 (USD MILLION)
  • TABLE 219. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CEREALS, 2018-2024 (USD MILLION)
  • TABLE 220. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CEREALS, 2025-2030 (USD MILLION)
  • TABLE 221. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FRUITS & VEGETABLES, 2018-2024 (USD MILLION)
  • TABLE 222. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FRUITS & VEGETABLES, 2025-2030 (USD MILLION)
  • TABLE 223. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY OILSEEDS & PULSES, 2018-2024 (USD MILLION)
  • TABLE 224. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY OILSEEDS & PULSES, 2025-2030 (USD MILLION)
  • TABLE 225. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 226. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 227. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 228. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2030 (USD MILLION)
  • TABLE 229. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 230. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRECISION FARMING, 2025-2030 (USD MILLION)
  • TABLE 231. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SMART IRRIGATION, 2018-2024 (USD MILLION)
  • TABLE 232. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SMART IRRIGATION, 2025-2030 (USD MILLION)
  • TABLE 233. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPLY CHAIN TRACEABILITY, 2018-2024 (USD MILLION)
  • TABLE 234. CANADA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPLY CHAIN TRACEABILITY, 2025-2030 (USD MILLION)
  • TABLE 235. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 236. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 237. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 238. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 239. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SERVICE, 2018-2024 (USD MILLION)
  • TABLE 240. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SERVICE, 2025-2030 (USD MILLION)
  • TABLE 241. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 242. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 243. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 244. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 245. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 246. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 247. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 248. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
  • TABLE 249. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CROP TYPE, 2018-2024 (USD MILLION)
  • TABLE 250. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CROP TYPE, 2025-2030 (USD MILLION)
  • TABLE 251. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CEREALS, 2018-2024 (USD MILLION)
  • TABLE 252. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CEREALS, 2025-2030 (USD MILLION)
  • TABLE 253. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FRUITS & VEGETABLES, 2018-2024 (USD MILLION)
  • TABLE 254. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FRUITS & VEGETABLES, 2025-2030 (USD MILLION)
  • TABLE 255. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY OILSEEDS & PULSES, 2018-2024 (USD MILLION)
  • TABLE 256. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY OILSEEDS & PULSES, 2025-2030 (USD MILLION)
  • TABLE 257. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 258. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 259. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 260. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2030 (USD MILLION)
  • TABLE 261. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 262. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRECISION FARMING, 2025-2030 (USD MILLION)
  • TABLE 263. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SMART IRRIGATION, 2018-2024 (USD MILLION)
  • TABLE 264. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SMART IRRIGATION, 2025-2030 (USD MILLION)
  • TABLE 265. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPLY CHAIN TRACEABILITY, 2018-2024 (USD MILLION)
  • TABLE 266. MEXICO SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPLY CHAIN TRACEABILITY, 2025-2030 (USD MILLION)
  • TABLE 267. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 268. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
  • TABLE 269. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 270. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
  • TABLE 271. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SERVICE, 2018-2024 (USD MILLION)
  • TABLE 272. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SERVICE, 2025-2030 (USD MILLION)
  • TABLE 273. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 274. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
  • TABLE 275. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 276. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
  • TABLE 277. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 278. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
  • TABLE 279. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
  • TABLE 280. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
  • TABLE 281. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CROP TYPE, 2018-2024 (USD MILLION)
  • TABLE 282. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CROP TYPE, 2025-2030 (USD MILLION)
  • TABLE 283. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CEREALS, 2018-2024 (USD MILLION)
  • TABLE 284. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY CEREALS, 2025-2030 (USD MILLION)
  • TABLE 285. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FRUITS & VEGETABLES, 2018-2024 (USD MILLION)
  • TABLE 286. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY FRUITS & VEGETABLES, 2025-2030 (USD MILLION)
  • TABLE 287. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY OILSEEDS & PULSES, 2018-2024 (USD MILLION)
  • TABLE 288. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY OILSEEDS & PULSES, 2025-2030 (USD MILLION)
  • TABLE 289. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 290. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 291. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 292. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2030 (USD MILLION)
  • TABLE 293. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 294. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY PRECISION FARMING, 2025-2030 (USD MILLION)
  • TABLE 295. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SMART IRRIGATION, 2018-2024 (USD MILLION)
  • TABLE 296. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SMART IRRIGATION, 2025-2030 (USD MILLION)
  • TABLE 297. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPLY CHAIN TRACEABILITY, 2018-2024 (USD MILLION)
  • TABLE 298. BRAZIL SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY SUPPLY CHAIN TRACEABILITY, 2025-2030 (USD MILLION)
  • TABLE 299. ARGENTINA SMART AGRICULTURAL SUPPLY CHAINS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 300. ARGENTINA SMART AGR