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市场调查报告书
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1804391

智慧农业供应链市场（按组件、技术、部署模式、作物类型和应用）—2025-2030 年全球预测

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个工作天内

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预计2024年智慧农业供应链市场规模将达26.9亿美元，2025年将成长至30.3亿美元，复合年增长率为12.67%，到2030年将达到55.1亿美元。

主要市场统计数据
基准年2024年 26.9亿美元
预计2025年 30.3亿美元
预测年份 2030 55.1亿美元
复合年增长率（%） 12.67%

透过数位化整合、永续实践、即时分析和提高供应可靠性，利用智慧农业供应链为农业的未来铺路

在这个消费者需求不断演变、环境挑战不断挑战的时代，农业部门正透过整合先进的数位工具和永续实践，经历重大变革时期。如今，智慧供应链已超越传统物流，融合了感测器网路、数据分析和互联互通技术，以优化资源利用并减少浪费。推动这一转变的因素包括气候变迁、监管压力以及为不断增长的全球人口提供更高品质农产品的需求。此外，经销商上的相关人员都认识到透明度和可追溯性在建立消费者信任和确保遵守新食品安全标准方面的重要性。

人工智慧、物联网、巨量资料和区块链将改变供应链生态系统的每个阶段，带来农业模式转移

随着新兴技术重新定义供应链生态系统的各个环节，农业正经历模式转移。如今，人工智慧演算法能够分析Terabyte的田间数据，在可见症状出现之前就发现害虫并预测疾病爆发。同时，机器学习模型透过将即时感测器输入与历史性能指标进行比较，不断优化施肥和灌溉方案。同时，无人机和自动驾驶汽车上的电脑视觉系统利用先进的影像处理，为广阔的田地提供细緻的作物健康评估。

评估2025年美国关税政策对成本结构、贸易流量和智慧农业供应网络策略规划的累积影响

2025年美国新关税框架的推出，将为智慧农业供应链带来层层复杂性，重塑成本结构，并影响筹资策略。从主要製造地进口的硬体零件将面临更高的关税，迫使生产商重新评估与供应商的关係，并探索近岸外包的选择。因此，企业正在进行细緻的成本效益分析，以权衡提高关税的直接成本与多元化供应链的长期效益。

确定智慧农业中组件、技术、部署模式、作物分类和应用领域的关键细分观点

仔细观察每个组件就会发现，从致动器和边缘设备到网关和感测器等硬体元素构成了田间精确资料收集所需的特定基础设施。作为这些资产的补充，咨询、支援和维护服务已成为实现无缝部署和持续可靠运作的关键因素。在软体方面，分析引擎、农场管理系统和监控平台将原始感测器输出转化为可操作的情报，从而推动主动决策。

揭示影响美洲、中东和非洲以及亚太市场智慧农业供应链的关键区域动态

在美洲，北美已开发经济体透过大力投资基础建设和注重精密农业，主导物联网的应用。有利的法规结构和大量的私营部门资金筹措正在加速感测器网路、无人机和自动化机器的普及。南美市场虽然仍是一个新兴市场，但正展现出良好的成长前景，这得益于其庞大的农业出口部门，这些部门渴望利用数位可追溯性来满足严格的全球品质标准。

分析推动智慧农业供应链生态系统创新、策略伙伴关係和竞争定位的有影响力的产业参与者

全球领先的技术供应商正透过策略伙伴关係和开放式架构平台巩固其地位，这些平台可与其合作伙伴生态系统无缝整合。这些解决方案专注于模组化硬体设计和 API 驱动的软体，从而加快部署进度并支援持续创新。同时，专注于农业的公司凭藉经过实地验证的分析模型和作物科学专业知识脱颖而出，并与领先的农业合作社和研究机构达成合作协议。

为产业领导者提供可行的见解和策略框架，以增强连结性、优化营运并促进永续农业供应卓越性

行业领导者应优先考虑整个供应链的互通性和数据标准化，以实现跨不同平台的无缝整合。建立开放资料通讯协定并加入协作联盟可以减少实施过程中的摩擦，并加速可互通解决方案的开发。此外，深化与区域农学专家、物流供应商和金融机构的策略伙伴关係，可以强化打入市场策略，并促进共用风险管理。

了解我们强大的调查方法，该方法结合了一级和二级研究以及交叉检验，以获得全面的智慧农业供应链洞察。

本调查方法采用混合方法，结合一手访谈、二次分析与交叉检验，全面涵盖智慧农业供应链格局。一手数据透过与技术供应商、农业合作社、物流供应商和政策顾问进行结构化访谈获取，从而获得关于实施挑战、投资重点和监管影响的第一手观点。

总结策略重点并讨论核心研究成果，以指南智慧农业供应链的未来发展

先进数位技术与永续实践的融合，正在重塑农业供应链，使其成为更透明、更具韧性、更有效率的网路。利用人工智慧、物联网、区块链和云端平台，相关人员可以深入了解田间作业，优化资源利用率，并确保高价值作物的端到端可追溯性。透过按组件、技术、部署模式、作物类型和应用进行策略性细分，组织能够确定最具影响力的投资领域，并根据特定的营运环境提供量身定制的解决方案。

目录

第一章：前言

第二章调查方法

第三章执行摘要

第四章 市场概述

第五章市场动态

  • 实施供应链网路的数位双胞胎模拟，以优化路线并最大限度地减少收穫后的损失
  • 卫星影像分析与气像模型结合在自适应田间管理调度的应用
  • 将支援物联网的土壤感测器与无人机结合，以优化精准灌溉和施肥
  • 引进区块链追溯平台，提高多层供应链的透明度
  • 实施人工智慧驱动的预测分析，用于作物产量预测和主动资源分配
  • 采用即时监控的温控智慧货柜实现自动化低温运输物流
  • 开发整合农场管理系统和市场需求预测工具的云端基础
  • 将可再生能源解决方案整合到仓储设施中，以减少碳排放和营运成本
  • 利用无人机集群网路进行大规模播种和有针对性的农药喷洒，以减少化学品的使用

第六章 市场洞察

  • 波特五力分析
  • PESTEL分析

第七章 2025年美国关税的累积影响

第八章智慧农业供应链市场（按组成部分）

  • 硬体
    • 致动器
    • 边缘设备
    • 闸道
    • 感应器
  • 服务
    • 咨询
    • 支援和维护
  • 软体
    • 分析
    • 农场管理
    • 监控

9. 智慧农业供应链市场（按技术）

  • 人工智慧
  • 巨量资料分析
  • 电脑视觉
  • 物联网
  • 机器学习

第 10 章智慧农业供应链市场（依部署模式）

  • 云
    • 私有云端
    • 公共云端
  • 本地

第 11 章。按作物类型分類的智慧农业供应链市场

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

第 12 章：智慧农业供应链市场（按应用）

  • 牲畜监控
    • 动物追踪
    • 行为分析
    • 健康监测
  • 精密农业
    • 作物健康监测
    • 土壤分析
    • 产量预测
  • 智慧灌溉
    • 自动灌溉系统
    • 土壤湿度监测
  • 供应链可追溯性
    • 低温运输监控
    • 农场到客户的供应

13. 美国智慧农业供应链市场

  • 美国
  • 加拿大
  • 墨西哥
  • 巴西
  • 阿根廷

14.欧洲、中东和非洲智慧农业供应链市场

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

15.亚太智慧农业供应链市场

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

第十六章竞争格局

  • 2024年市场占有率分析
  • 2024年FPNV定位矩阵
  • 竞争分析
    • 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

第十七章 研究人工智慧

第十八章 研究统计

第十九章 研究联络人

第二十章 研究报导

第21章 附录

Product Code: MRR-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