智慧农业物联网市场（按组件、应用、连接技术、技术类型和农场类型划分）—2025-2032 年全球预测

预计2032年，智慧农业物联网市场规模将成长至20.8908亿美元，复合年增长率为10.08%。

主要市场统计数据
基准年2024年	9.6847亿美元
预计2025年	10.645亿美元
预测年份：2032年	2,089,080,000美元
复合年增长率（%）	10.08%

为物联网智慧农业奠定基础，提供明确的定义、相关人员的价值驱动因素和实际的采用前提条件

物联网技术的广泛应用正在重塑农业格局，将农场转变为仪器、数据驱动的企业。本介绍将智慧农业定位为互联感测器、分析平台、机器人技术和服务的交汇点，旨在实现更精准的决策、减少浪费并改善资源管理。农民、相关企业、设备製造商和技术供应商越来越多地将数据视为战略资产，投资者和政策制定者也越来越关注数位工具如何改善供应链透明度和环境效益。

随着技术成本下降和连接选项扩展，初期采用的障碍正从硬体价格承受能力转变为整合复杂性和技能差距。因此，相关人员不仅必须评估设备和平台功能，还必须评估支援成功部署的营运工作流程。只有感测器选择、连接选择、边缘处理、云分析和现场操作协调一致，才能实现成功的部署。从这个角度来看，智慧农业的战略价值源于投入效率、风险降低以及在价值链多个环节获取可行洞察的能力的显着提升。

边缘运算、人工智慧、多样化连接和自动化进步如何融合，重新定义农业营运模式和商务策略

在技​​术融合、农民期望变化以及监管重点不断演变的推动下，智慧农业格局正在经历数次变革。首先，边缘运算和低功耗感测器模组的成熟，使得过去需要人工观察的近乎即时的决策循环成为可能。这加快了对作物胁迫和动物健康事件的反应速度，并缩短了侦测到行动之间的延迟。其次，人工智慧和进阶分析技术正从概念验证试点阶段转向实际操作流程，将重点从原始资料收集转向可在不同规模农场中扩展的预测性和规范性智慧。

第三，多样化的连线方式正在改变部署模式。低功耗广域网路 (LPWAN) 方法和卫星链路补充了行动电话和 Wi-Fi 覆盖范围，将覆盖范围扩展到偏远的生产区域，而混合连接架构则减少了对单点的依赖。第四，机器人和自动化技术正从辅助工具演变为日益自主的作业工具，从而改变劳动模式，并实现更频繁、更精准的介入。最后，随着供应商提供基于结果的服务或捆绑硬体、连接、分析和支援的订阅模式，经营模式也在改变。总的来说，这些转变正在减少摩擦，扩展可寻址的应用，并促进传统农业相关企业与科技公司之间的新合作。

评估2025年美国关税变化对下游营运和采购的影响，以及弹性筹资策略如何降低供应链风险

2025年美国加征关税正在全球供应链中引发一系列战略应对措施，影响精密农业技术的采购、製造和部署时间表。鑑于进口成本上升和监管合规要求的提高，从海外供应商采购先进影像感测器、通讯模组和机器人致动器等专用组件的公司不得不重新评估其供应商组合和物流路线。因此，采购团队正在加速供应商多元化，探索近岸製造，并优先考虑模组化设计，以便实现关键子系统的本地组装。

除了采购调整之外，关税还影响供应商的定价策略和合约结构。技术提供者正在重新评估保固期、前置作业时间和捆绑服务，以在保护利润率的同时保持竞争力。对于整合商和服务公司而言，展示快速的价值实现时间变得越来越重要，因为不断上涨的零件成本使得客户更加重视成本，并要求更清晰的投资报酬率解释。最后，关税重新激发了人们对标准和互通性的兴趣，因为遵循通用介面的设备在供应中断时更容易被替换。简而言之，关税变化的累积影响正在加剧对弹性供应链、自适应筹资策略和容忍零件替换的产品架构的需求。

全面的细分洞察，涵盖组件、应用程式、连接选择、技术类型和公司模式，以指导优先排序和商业性重点

细粒度的细分视图揭示了在整个物联网智慧农业生态系统中价值创造的领域以及应优先投资的领域。从组件角度来看，硬体仍然是基础，包括控制器、无人机、网关、机器人和感测器模组，每个类别都需要不同的设计优先级，以实现稳健性、能源效率和现场可维护性。服务透过咨询、整合和支援服务对硬体进行补充，帮助将技术转化为可靠的营运能力。软体层是编配黏合剂，包括分析、监控和平台功能。分析涵盖说明分析和预测性分析，可将遥测转化为洞察；监控结合即时和远端监控以保持情境察觉；平台在云端或本地平台上运行，具体取决于资料驻留和延迟需求。

应用细分阐明了物联网将在哪些领域带来切实成果：作物监测解决疾病检测和产量预测问题，温室自动化平衡气候控制和养分供应，牲畜监测将健康监测与位置追踪相结合，精准灌溉侧重于自动灌溉系统和土壤水分管理，以优化用水。连接技术的选择在操作上至关重要，包括用于近距离链路的 BLE 蓝牙和经典变体；跨越 3G、4G 和 5G 的蜂窝网络，可实现更大的吞吐量和移动性；用于低功耗、远距远端检测的蜂巢式网路选项，例如 LoRaWAN、NB IoT 和 Siox；在内的 Wi-Fi 标准，可满足现场的高频宽需求。技术类型细分突出了人工智慧和分析的作用，包括机器学习模型和预测分析；涵盖频谱和热成像的成像技术；涵盖自动拖拉机、无人机和机器人收割机的机器人和自动化；以及感测器，包括土壤、超音波和天气感测器。最后，鱼贝类之间的区别，包括水产养殖（包括海鲜养殖）、作物种植（包括谷物和园艺）和畜牧养殖（酪农、家禽养殖和猪养殖），推动了对耐用性、采样节奏和法规遵从性的不同要求。这些细分层面提供了一个全面的视角，可根据应用适用性和营运限制，确定研发、商业策略和上市选择的优先顺序。

美洲、欧洲、中东和非洲以及亚太地区的采用模式将如何影响部署策略、伙伴关係和监管合规性

区域动态显着影响智慧农业技术的采用路径、监管预期和伙伴关係模式。在美洲，商业化农业倾向于大规模部署，产量最佳化和营运效率推动了对分析主导管理和自动化机械的投资。该市场的特点是分销管道成熟，愿意采用订阅式和基于结果的服务，并专注于与现有农场管理系统的整合。一些司法管辖区的法律规范和激励计划进一步鼓励减少环境足迹的精准实践。

在欧洲、中东和非洲，情况更加多样化，先进的精准计划与需要低成本、弹性解决方案的小农户并存。在这些地区，遵守严格的资料隐私规范和不断发展的永续性目标正在影响产品设计和资料管治实践。合作研发和公私合作计画通常在现场检验中发挥重要作用。亚太地区在部分密集型农业领域正在迅速采用该技术，人们对用于劳动力受限作业的感测器网路和机器人技术有着浓厚的兴趣。该地区农场规模和气候条件各异，推动了对灵活的连接解决方案和本地客製化服务模式的需求。在每个地区，能否获得当地通路合作伙伴、监管透明度以及熟练的整合支援将决定部署的速度和规模。

竞争动态和企业策略揭示了平台整合、利基专业化和伙伴关係的形成如何影响技术采用轨迹

竞争格局由成熟的设备製造商、软体平台供应商、连接专家、系统整合商以及填补利基应用空白的灵活新兴企业所构成。拥有广泛产品组合的市场领导通常会追求捆绑分析、设备管理和服务的平台，以巩固长期客户关係；而组件专家则专注于差异化功能，例如先进的影像处理有效载荷和高精度致动器。同时，系统整合商和顾问公司则充当现场营运和数位系统之间的桥樑，提供现场评估、整合和持续支持，以降低部署风险。

新兴企业是引入颠覆性能力的关键，尤其是在人工智慧分析、影像处理和机器人技术等领域，迭代式现场测试和快速的产品演进至关重要。感测器製造商、平台营运商和通路合作伙伴之间的伙伴关係与联盟正日益普遍，以提供端到端的解决方案。策略性措施包括：垂直整合以控制关键控制层；白牌联盟以扩大分销；以及选择性併购以加速能力建设。重要的是，成功的公司除了技术专长外，还展现出深厚的农学知识，从而能够开发出能够解决实际营运痛点并融入现有农场工作流程的产品。

切实可行的策略和营运建议，以加速采用、减少实施摩擦，并使数位能力与农场实际情况保持一致

产业领导者可以采取一系列切实可行的措施，使产品设计与农民的实际情况和商业性限制一致，从而加速影响力并减少采用阻力。首先，优先考虑互通性和模组化，使设备和软体能够以最低限度的客製化程度整合到现有设备群和管理系统中。这可以降低用户转换成本，并在供应链中断需要更换零件时提高韧性。其次，透过设计能够反映农场差异性的定价和交付模式，并提供分级订阅、按次付费以及包含整合和支援的配套服务，从而降低初始采用风险。

第三，无论农场类型如何，都要投资田间检验，并与种植者共同设计方案，以确保解决方案能够应对电力供应、维护週期和气候变迁等实际限制。第四，加强资料管治以建立信任，明确资料所有权、匿名通讯协定和存取控制。第五，利用通路合作伙伴，并建立本地伙伴关係关係，以提供部署和售后服务支持，从而扩大安装规模并快速回应服务需求。最后，透过有针对性的培训计画和分析加速器来增强员工能力，使农业团队能够有效地将洞察转化为行动。透过实施这些建议，领导者可以缩小技术能力与营运影响之间的差距，从而加速永续应用和可衡量的成果。

透明且可复製的调查方法结合了初步访谈、现场检验、二次综合和分析三角测量，确保了可靠的研究结果

本报告所依据的研究采用了多阶段调查方法，结合了初步定性输入、结构化的次要研究和严格的三角测量，以确保研究的稳健性和可复製性。初步研究包括对农民、设备製造商、平台提供者、整合商和专家的深入访谈，以了解实际实施经验、痛点和成功因素。此外，我们还进行了一系列现场考察和技术演示，以检验关于可靠性、功耗和运行条件下整合易用性方面的声明。

我们的二手资料研究整合了技术文献、监管指南、公共采购文件和供应商技术规范，以全面展现现有技术和标准。数据三角测量将这些输入与供应链资讯和专利状态讯号进行交叉比对，检验策略方向。我们的分析框架包括细分映射、价值链影响评估和实施准备度评分，用于比较不同用例和农场类型的解决方案。品质保证步骤包括独立专家的交叉检验和用于解决差异的迭代审查週期。调查方法的局限性，例如偏远地区的访问限制以及某些新技术的不断发展，已透过持续更新机制和资讯来源透明度得到解决。

综合这些影响，显示物联网与农业的实际结合如何决定农业的弹性、环境结果和营运可预测性。

综合证据表明，未来物联网主导的智慧农业将取决于其能否融入日常营运、实现可衡量的农艺改进以及支持更广泛的永续性目标。不同组件的技术就绪程度各不相同，感测器和连接技术已基本成熟，而先进的机器人技术和完全自主技术仍在积极完善中。物联网应用的势头将取决于营运韧性的显着回报、奖励资源高效实践的监管奖励，以及降低农民初始应用风险的经营模式。

从生态系统的角度来看，最成功的倡议将结合耐用的硬体、灵活的连接堆迭、强大的分析能力以及透过合作伙伴驱动的市场化方式提供的可靠服务。农学家、技术人员和通路合作伙伴之间的跨学科合作对于将试点计画扩展为可重复的商业部署至关重要。最终，物联网在农业领域的真正价值将不再取决于其创新性，而是取决于它在多大程度上能够实现可预测的营运、减少浪费，并支持满足不断变化的市场和监管需求的永续生产系统。

目录

第一章：前言

第二章调查方法

第三章执行摘要

第四章 市场概况

第五章 市场洞察

• 整合边缘运算和人工智慧驱动的无人机影像，实现即时作物健康分析和产量预测
• 部署 LoRaWAN 和 NB-IoT 网络，实现广阔偏远农业领域的可扩展感测器连接
• 实现与天气资料 API 绑定的土壤湿度感测器，用于自动化精准灌溉管理
• 引入区块链追溯系统，实现农产品从农场到餐桌的安全端到端追踪
• 使用电脑视觉和机器学习的自主机器人除草机进行永续杂草管理
• 开发结合无人机频谱影像和土壤数据的数位双胞胎模型，用于产量优化
• 将人工智慧高光谱影像融入温室，以便及早发现作物病害与压力
• 结合穿戴式物联网生物识别感测器，持续监测牲畜健康与行为
• 实施太阳能低能耗感测器网络，支持离网智慧农场运营
• 结合卫星遥感探测和无人机数据，提供全面的精密农业决策支持

第六章：2025年美国关税的累积影响

第七章：人工智慧的累积影响，2025年

第 8 章 智慧农业物联网市场（按组件）

• 硬体
  • 控制器
  • 无人机
  • 闸道
  • 机器人技术
  • 感测器模组
• 服务
  • 咨询
  • 整合服务
  • 支援服务
• 软体
  • 分析
    • 说明分析
    • 预测分析
  • 监控
    • 即时监控
    • 远端监控
  • 平台
    • 云端平台
    • 本地平台

第九章 智慧农业物联网市场应用

• 作物监测
  • 疾病检测
  • 产量预测
• 温室自动化
  • 气候控制
  • 营养供应
• 牲畜监控
  • 健康监测
  • 位置追踪
• 精准灌溉
  • 自动灌溉系统
  • 土壤水分管理

第 10 章 智慧农业中的物联网市场（按连接技术）

• Bluetooth
  • BLE
  • 经典的
• 蜂巢
  • 3G
  • 4G
  • 5G
• LPWAN
  • LoRaWAN
  • NB IoT
  • Sigfox
• 卫星
  • GEO
  • LEO
• Wi-Fi
  • IEEE 802.11ac
  • IEEE 802.11n

第11章 智慧农业物联网市场（依技术类型）

• 人工智慧和分析
  • 机器学习模型
  • 预测分析
• 成像技术
  • 频谱成像
  • 热成像
• 机器人与自动化
  • 自动拖拉机
  • 无人机
  • 机器人收割机
• 感应器
  • 土壤感测器
  • 超音波感测器
  • 天气感测器

第十二章 智慧农业物联网市场（依农场类型）

• 水产养殖
  • 水产养殖
  • 贝类养殖
• 作物种植
  • 谷物作物
  • 园艺
• 家畜
  • 乳牛
  • 家禽
  • 猪

第十三章 智慧农业物联网市场（按地区）

• 美洲
  • 北美洲
  • 拉丁美洲
• 欧洲、中东和非洲
  • 欧洲
  • 中东
  • 非洲
• 亚太地区

第十四章 智慧农业物联网市场（依类别）

• ASEAN
• GCC
• EU
• BRICS
• G7
• NATO

第 15 章 各国智慧农业物联网市场

• 美国
• 加拿大
• 墨西哥
• 巴西
• 英国
• 德国
• 法国
• 俄罗斯
• 义大利
• 西班牙
• 中国
• 印度
• 日本
• 澳洲
• 韩国

第十六章竞争格局

• 2024年市占率分析
• 2024年FPNV定位矩阵
• 竞争分析
  • Trimble Inc.
  • CNH Industrial NV
  • AGCO Corporation
  • CLAAS KGaA mbH
  • Kubota Corporation
  • Ag Leader Technology
  • Topcon Corporation
  • Hexagon AB
  • Bayer AG
  • Siemens AG

The IoT in Smart Farming Market is projected to grow by USD 2,089.08 million at a CAGR of 10.08% by 2032.

KEY MARKET STATISTICS
Base Year [2024]	USD 968.47 million
Estimated Year [2025]	USD 1,064.50 million
Forecast Year [2032]	USD 2,089.08 million
CAGR (%)	10.08%

Setting the stage for IoT enabled smart farming with a clear definition, stakeholder value drivers, and practical adoption prerequisites

The proliferation of Internet of Things technologies is reshaping the agricultural landscape by turning farms into instrumented, data driven enterprises. This introduction frames smart farming as an intersection of connected sensors, analytics platforms, robotics, and services that together enable more precise decision making, reduced waste, and improved resource stewardship. Farmers, agribusinesses, equipment manufacturers, and technology providers are increasingly treating data as a strategic asset, while investors and policy makers are paying greater attention to how digital tools can improve supply chain transparency and environmental outcomes.

As technology costs decline and connectivity options broaden, the barriers to initial deployment have shifted from hardware affordability to integration complexity and skills gaps. Consequently, stakeholders must evaluate not only the capabilities of devices and platforms, but also the operational workflows that underpin successful adoption. This introduction highlights the need for a systems perspective: deployments succeed when sensor selection, connectivity choices, edge processing, cloud analytics, and field operations are designed in concert. From this vantage point, the strategic value of smart farming derives from measurable improvements in input efficiency, risk mitigation, and the ability to capture actionable insights across multiple points in the value chain.

How advances in edge computing, AI, connectivity diversification, and automation are converging to redefine operational models and business strategies in agriculture

The landscape of smart farming is experiencing several transformative shifts driven by convergence of technologies, changing farmer expectations, and evolving regulatory priorities. First, the maturation of edge computing and lower power sensor modules is enabling near real time decision loops that previously required manual observation. This accelerates responses to crop stress and animal health events while reducing the latency between detection and action. Second, AI and advanced analytics are moving from proof of concept pilots into operational workflows, shifting the emphasis from raw data capture to predictive and prescriptive intelligence that scales across farms of varying sizes.

Third, connectivity diversification is changing deployment paradigms: LPWAN approaches and satellite links complement cellular and Wi Fi coverage to extend reach into remote production areas, while hybrid connectivity architectures reduce single point dependencies. Fourth, robotics and automation are evolving from assisted tools to increasingly autonomous implements, transforming labor models and enabling more frequent, precise interventions. Finally, business models are shifting as providers offer outcome based services and subscription models that bundle hardware, connectivity, analytics, and support. Collectively these shifts are reducing friction, expanding addressable applications, and prompting new collaborations between traditional agribusinesses and technology firms.

Evaluating the downstream operational and procurement ramifications of US tariff shifts in 2025 and how resilient sourcing strategies mitigate supply chain exposure

Tariff actions originating from the United States in 2025 have created a cascade of strategic responses across global supply chains that affect procurement, manufacturing, and deployment timelines for precision agriculture technologies. Companies that source specialized components such as advanced imaging sensors, communication modules, or robotic actuators from international suppliers have to reassess supplier mixes and logistics routes in light of increased import costs and regulatory compliance requirements. As a result, procurement teams are accelerating supplier diversification, exploring nearer shore manufacturing, and prioritizing modular designs that allow for local assembly of critical subsystems.

In addition to sourcing adjustments, tariffs have influenced vendor pricing strategies and contract structures. Technology providers are re-evaluating warranty terms, lead times, and bundled service offerings to maintain competitive positioning while protecting margins. For integrators and service firms, higher component costs have elevated the importance of demonstrating rapid time to value, as customers become more cost conscious and demand clearer ROI narratives. Finally, tariffs have spurred renewed interest in standards and interoperability, since equipment that adheres to common interfaces is easier to substitute when supply disruptions occur. In short, the cumulative impact of tariff shifts has reinforced the need for resilient supply chains, adaptable procurement strategies, and product architectures that tolerate component substitution.

Comprehensive segmentation insights across components, applications, connectivity choices, technology types, and farm modalities to guide prioritization and commercial focus

A granular segmentation view illuminates where value is created and where investments should be prioritized across the IoT smart farming ecosystem. From a component perspective, hardware remains foundational and comprises controllers, drones, gateways, robotics, and sensor modules, with each category requiring different design priorities for robustness, power efficiency, and field serviceability. Services complement hardware through consulting, integration services, and support services that help convert technology into reliable operational capability. Software layers are the orchestration glue and include analytics, monitoring, and platform functionality; analytics spans descriptive analytics and predictive analytics that transform telemetry into foresight, monitoring incorporates real time monitoring and remote monitoring to maintain situational awareness, while platforms run either on cloud platforms or as on premises platform options depending on data residency and latency needs.

Application segmentation clarifies where IoT delivers tangible outcomes: crop monitoring addresses disease detection and yield prediction; greenhouse automation balances climate control with nutrient delivery; livestock monitoring combines health monitoring with location tracking; and precision irrigation focuses on automated irrigation systems and soil moisture management to optimize water use. Connectivity technology selection matters operationally and includes Bluetooth with BLE and Classic variants for short range links; cellular networks across 3G, 4G, and 5G for broader throughput and mobility; LPWAN options such as LoRaWAN, NB IoT, and Sigfox for low power long range telemetry; satellite services using GEO and LEO constellations for remote locations; and Wi Fi standards including IEEE 802.11ac and IEEE 802.11n for on site high bandwidth needs. Technology type segmentation underscores the role of AI & Analytics with machine learning models and predictive analytics, imaging technology covering multispectral imaging and thermal imaging, robotics and automation spanning autonomous tractors, drones, and robotic harvesters, and sensors encompassing soil sensors, ultrasonic sensors, and weather sensors. Finally, farm type distinctions-encompassing aquaculture with fish and shellfish farming, crop farming including cereal crops and horticulture, and livestock farming such as dairy, poultry, and swine-drive different requirements for durability, sampling cadence, and regulatory compliance. Together, these segmentation layers provide a comprehensive lens for prioritizing R&D, commercial strategies, and go to market choices based on application fit and operational constraints.

How regional adoption patterns across the Americas, Europe Middle East & Africa, and Asia Pacific shape deployment strategies, partnerships, and regulatory compliance

Regional dynamics significantly influence adoption pathways, regulatory expectations, and partnership models for smart farming technologies. In the Americas, commercial agriculture tends to favor large scale deployments where yield optimization and operational efficiency drive investment in analytics driven management and autonomous machinery. This market is characterized by sophisticated distribution channels, a readiness to adopt subscription and outcome based services, and an emphasis on integration with existing farm management systems. Regulatory frameworks and incentive programs in some jurisdictions further encourage precision practices that reduce environmental footprints.

Across Europe, Middle East & Africa, the landscape is more heterogeneous, with advanced precision projects coexisting alongside smallerholder contexts that require low cost, resilient solutions. In these regions, compliance with stringent data privacy norms and evolving sustainability targets influences both product design and data governance practices. Collaborative R&D and public private initiatives often play an outsized role in field validation. The Asia Pacific region presents rapid adoption in pockets of intensive agriculture and significant interest in sensor networks and robotics for labor constrained operations. Here, diverse farm scales and climatic conditions drive demand for flexible connectivity solutions and locally adapted service models. In all regions, local channel partners, regulatory clarity, and access to skilled integration support determine the speed and scale of deployments.

Competitive dynamics and company strategies that reveal platform consolidation, niche specialization, and partnership plays shaping technology adoption trajectories

The competitive landscape is defined by a blend of established equipment manufacturers, software platform providers, connectivity specialists, systems integrators, and agile startups that fill niche application gaps. Market leaders with broad portfolios typically pursue platform plays that bundle analytics, device management, and services to lock in long term customer relationships, while component specialists concentrate on performance differentiation such as advanced imaging payloads or high precision actuators. Meanwhile, systems integrators and consulting firms position themselves as the bridge between field operations and digital systems, offering site surveys, integration, and ongoing support that reduce implementation risk.

Startups are important for introducing disruptive capabilities, particularly in AI driven analytics, imaging, and robotics, where iterative field testing and rapid product evolution are essential. Partnerships and alliances between these actors are becoming increasingly common, combining sensor makers with platform operators and channel partners to deliver end to end solutions. Strategic moves include vertical integration to control key control layers, white label partnerships to expand distribution, and selective mergers or acquisitions to accelerate capability build out. Importantly, successful companies demonstrate deep agronomic understanding in addition to technology expertise, enabling products that address real operational pain points and fit within established farm workflows.

Practical strategic and operational recommendations to accelerate adoption, reduce deployment friction, and align digital capabilities with on farm realities

Industry leaders can accelerate impact and lower adoption friction by following a sequence of actionable steps that align product design with farmer realities and commercial constraints. First, prioritize interoperability and modularity so that equipment and software can be integrated into existing fleets and management systems with minimal customization. This reduces switching costs for users and improves resilience when supply chain disruptions require component substitution. Second, design pricing and delivery models that reflect farm heterogeneity, offering tiered subscriptions, usage based fees, and bundled services that include integration and support to de risk first deployments.

Third, invest in field level validation and co design programs with growers across relevant farm types to ensure solutions address practical constraints such as power availability, maintenance cycles, and climatic variation. Fourth, strengthen data governance practices to build trust-clarify data ownership, anonymization protocols, and access controls while aligning with regional privacy expectations. Fifth, cultivate local partnerships for deployment and aftersales support, using channel partners to scale installations and respond rapidly to service demands. Finally, enhance workforce capabilities through targeted training programs and analytics accelerators so that agronomic teams can translate insights into actions effectively. By implementing these recommendations, leaders can bridge the gap between technical capability and operational impact, accelerating sustainable adoption and measurable outcomes.

A transparent and reproducible research methodology combining primary interviews, field validation, secondary synthesis, and analytical triangulation to ensure credible insights

The research underpinning this report employs a multi stage methodology that combines primary qualitative inputs, structured secondary research, and rigorous triangulation to ensure robustness and reproducibility. Primary research includes in depth interviews with farm operators, equipment manufacturers, platform providers, integrators, and domain experts to capture real world deployment experiences, pain points, and success factors. Complementing interviews, a series of field visits and technology demonstrations were observed to validate claims around reliability, power consumption, and ease of integration under operational conditions.

Secondary research synthesized technical literature, regulatory guidance, public procurement documents, and vendor technical specifications to build a comprehensive picture of available technologies and standards. Data triangulation reconciled these inputs with supply chain information and patent landscape signals to validate strategic directions. Analytical frameworks included segmentation mapping, value chain impact assessment, and deployment readiness scoring to compare solutions across use cases and farm types. Quality assurance steps involved cross validation with independent experts and iterative review cycles to resolve discrepancies. Methodological limitations are acknowledged, including potential access constraints in remote regions and the evolving nature of some nascent technologies, and these are addressed through continuous update mechanisms and transparency in source attribution.

Synthesis of implications showing how practical integration of IoT into agriculture will determine resilience, environmental outcomes, and operational predictability

The synthesis of evidence points to a future where IoT driven smart farming is judged by its ability to integrate into operational routines, deliver measurable agronomic improvements, and support broader sustainability objectives. Technology readiness varies across components, with sensors and connectivity technologies broadly mature while advanced robotics and full autonomy remain in active refinement. Adoption momentum will be driven by demonstrable return on operational resilience, regulatory incentives that reward resource efficient practices, and business models that lower initial adoption risk for farm operators.

From an ecosystem perspective, the most successful initiatives will combine durable hardware, flexible connectivity stacks, robust analytics, and dependable services delivered through a partner enabled go to market approach. Cross sector collaboration between agronomy experts, technologists, and channel partners will be essential to scale pilots into repeatable commercial deployments. Ultimately, the real value of IoT in agriculture will be measured not by novelty but by the degree to which it enables predictable operations, reduces waste, and supports sustainable production systems that meet evolving market and regulatory demands.

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

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Integration of edge computing and AI-driven drone imagery for real-time crop health analytics and yield prediction
• 5.2. Deployment of LoRaWAN and NB-IoT networks to enable scalable sensor connectivity across expansive remote farmland
• 5.3. Implementation of soil moisture sensors tied to weather data APIs for automated precision irrigation management
• 5.4. Adoption of blockchain-enabled traceability systems for secure end-to-end farm-to-fork produce tracking
• 5.5. Use of autonomous robotic weeders leveraging computer vision and machine learning for sustainable weed control
• 5.6. Development of digital twin models combining drone multispectral imaging and soil data for yield optimization
• 5.7. Integration of AI-powered hyperspectral imaging in greenhouses for early detection of crop diseases and stress
• 5.8. Incorporation of wearable IoT biometrics sensors for continuous livestock health and behavior monitoring
• 5.9. Implementation of solar-powered, low-energy sensor networks to support off-grid smart farm operations
• 5.10. Utilization of satellite remote sensing fused with UAV data for comprehensive precision agriculture decision support

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. IoT in Smart Farming Market, by Component

• 8.1. Hardware
  • 8.1.1. Controllers
  • 8.1.2. Drones
  • 8.1.3. Gateways
  • 8.1.4. Robotics
  • 8.1.5. Sensor Module
• 8.2. Services
  • 8.2.1. Consulting
  • 8.2.2. Integration Services
  • 8.2.3. Support Services
• 8.3. Software
  • 8.3.1. Analytics
    • 8.3.1.1. Descriptive Analytics
    • 8.3.1.2. Predictive Analytics
  • 8.3.2. Monitoring
    • 8.3.2.1. Real Time Monitoring
    • 8.3.2.2. Remote Monitoring
  • 8.3.3. Platform
    • 8.3.3.1. Cloud Platform
    • 8.3.3.2. On Premises Platform

9. IoT in Smart Farming Market, by Application

• 9.1. Crop Monitoring
  • 9.1.1. Disease Detection
  • 9.1.2. Yield Prediction
• 9.2. Greenhouse Automation
  • 9.2.1. Climate Control
  • 9.2.2. Nutrient Delivery
• 9.3. Livestock Monitoring
  • 9.3.1. Health Monitoring
  • 9.3.2. Location Tracking
• 9.4. Precision Irrigation
  • 9.4.1. Automated Irrigation Systems
  • 9.4.2. Soil Moisture Management

10. IoT in Smart Farming Market, by Connectivity Technology

• 10.1. Bluetooth
  • 10.1.1. BLE
  • 10.1.2. Classic
• 10.2. Cellular
  • 10.2.1. 3G
  • 10.2.2. 4G
  • 10.2.3. 5G
• 10.3. LPWAN
  • 10.3.1. LoRaWAN
  • 10.3.2. NB Iot
  • 10.3.3. Sigfox
• 10.4. Satellite
  • 10.4.1. GEO
  • 10.4.2. LEO
• 10.5. Wi Fi
  • 10.5.1. IEEE 802.11ac
  • 10.5.2. IEEE 802.11n

11. IoT in Smart Farming Market, by Technology Type

• 11.1. AI & Analytics
  • 11.1.1. Machine Learning Models
  • 11.1.2. Predictive Analytics
• 11.2. Imaging Technology
  • 11.2.1. Multispectral Imaging
  • 11.2.2. Thermal Imaging
• 11.3. Robotics & Automation
  • 11.3.1. Autonomous Tractors
  • 11.3.2. Drones
  • 11.3.3. Robotic Harvesters
• 11.4. Sensors
  • 11.4.1. Soil Sensors
  • 11.4.2. Ultrasonic Sensors
  • 11.4.3. Weather Sensors

12. IoT in Smart Farming Market, by Farm Type

• 12.1. Aquaculture
  • 12.1.1. Fish Farming
  • 12.1.2. Shellfish Farming
• 12.2. Crop Farming
  • 12.2.1. Cereal Crops
  • 12.2.2. Horticulture
• 12.3. Livestock Farming
  • 12.3.1. Dairy
  • 12.3.2. Poultry
  • 12.3.3. Swine

13. IoT in Smart Farming Market, by Region

• 13.1. Americas
  • 13.1.1. North America
  • 13.1.2. Latin America
• 13.2. Europe, Middle East & Africa
  • 13.2.1. Europe
  • 13.2.2. Middle East
  • 13.2.3. Africa
• 13.3. Asia-Pacific

14. IoT in Smart Farming Market, by Group

• 14.1. ASEAN
• 14.2. GCC
• 14.3. European Union
• 14.4. BRICS
• 14.5. G7
• 14.6. NATO

15. IoT in Smart Farming Market, by Country

• 15.1. United States
• 15.2. Canada
• 15.3. Mexico
• 15.4. Brazil
• 15.5. United Kingdom
• 15.6. Germany
• 15.7. France
• 15.8. Russia
• 15.9. Italy
• 15.10. Spain
• 15.11. China
• 15.12. India
• 15.13. Japan
• 15.14. Australia
• 15.15. South Korea

16. Competitive Landscape

• 16.1. Market Share Analysis, 2024
• 16.2. FPNV Positioning Matrix, 2024
• 16.3. Competitive Analysis
  • 16.3.1. Trimble Inc.
  • 16.3.2. CNH Industrial N.V.
  • 16.3.3. AGCO Corporation
  • 16.3.4. CLAAS KGaA mbH
  • 16.3.5. Kubota Corporation
  • 16.3.6. Ag Leader Technology
  • 16.3.7. Topcon Corporation
  • 16.3.8. Hexagon AB
  • 16.3.9. Bayer AG
  • 16.3.10. Siemens AG

LIST OF FIGURES

• FIGURE 1. GLOBAL IOT IN SMART FARMING MARKET SIZE, 2018-2032 (USD MILLION)
• FIGURE 2. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY COMPONENT, 2024 VS 2032 (%)
• FIGURE 3. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 4. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY APPLICATION, 2024 VS 2032 (%)
• FIGURE 5. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 6. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2024 VS 2032 (%)
• FIGURE 7. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 8. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY TECHNOLOGY TYPE, 2024 VS 2032 (%)
• FIGURE 9. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY TECHNOLOGY TYPE, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 10. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY FARM TYPE, 2024 VS 2032 (%)
• FIGURE 11. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY FARM TYPE, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 12. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY REGION, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 13. AMERICAS IOT IN SMART FARMING MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 14. NORTH AMERICA IOT IN SMART FARMING MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 15. LATIN AMERICA IOT IN SMART FARMING MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 16. EUROPE, MIDDLE EAST & AFRICA IOT IN SMART FARMING MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 17. EUROPE IOT IN SMART FARMING MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 18. MIDDLE EAST IOT IN SMART FARMING MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 19. AFRICA IOT IN SMART FARMING MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 20. ASIA-PACIFIC IOT IN SMART FARMING MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 21. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GROUP, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 22. ASEAN IOT IN SMART FARMING MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 23. GCC IOT IN SMART FARMING MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 24. EUROPEAN UNION IOT IN SMART FARMING MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 25. BRICS IOT IN SMART FARMING MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 26. G7 IOT IN SMART FARMING MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 27. NATO IOT IN SMART FARMING MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 28. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 29. IOT IN SMART FARMING MARKET SHARE, BY KEY PLAYER, 2024
• FIGURE 30. IOT IN SMART FARMING MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

• TABLE 1. IOT IN SMART FARMING MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
• TABLE 3. GLOBAL IOT IN SMART FARMING MARKET SIZE, 2018-2024 (USD MILLION)
• TABLE 4. GLOBAL IOT IN SMART FARMING MARKET SIZE, 2025-2032 (USD MILLION)
• TABLE 5. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 6. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
• TABLE 7. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 8. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
• TABLE 9. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 10. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY HARDWARE, BY REGION, 2025-2032 (USD MILLION)
• TABLE 11. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY HARDWARE, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 12. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY HARDWARE, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 13. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY HARDWARE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 14. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY HARDWARE, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 15. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONTROLLERS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 16. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONTROLLERS, BY REGION, 2025-2032 (USD MILLION)
• TABLE 17. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONTROLLERS, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 18. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONTROLLERS, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 19. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONTROLLERS, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 20. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONTROLLERS, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 21. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DRONES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 22. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DRONES, BY REGION, 2025-2032 (USD MILLION)
• TABLE 23. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DRONES, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 24. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DRONES, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 25. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DRONES, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 26. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DRONES, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 27. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GATEWAYS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 28. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GATEWAYS, BY REGION, 2025-2032 (USD MILLION)
• TABLE 29. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GATEWAYS, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 30. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GATEWAYS, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 31. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GATEWAYS, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 32. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GATEWAYS, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 33. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ROBOTICS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 34. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ROBOTICS, BY REGION, 2025-2032 (USD MILLION)
• TABLE 35. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ROBOTICS, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 36. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ROBOTICS, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 37. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ROBOTICS, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 38. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ROBOTICS, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 39. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SENSOR MODULE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 40. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SENSOR MODULE, BY REGION, 2025-2032 (USD MILLION)
• TABLE 41. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SENSOR MODULE, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 42. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SENSOR MODULE, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 43. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SENSOR MODULE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 44. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SENSOR MODULE, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 45. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 46. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
• TABLE 47. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 48. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SERVICES, BY REGION, 2025-2032 (USD MILLION)
• TABLE 49. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SERVICES, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 50. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SERVICES, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 51. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 52. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 53. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONSULTING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 54. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONSULTING, BY REGION, 2025-2032 (USD MILLION)
• TABLE 55. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONSULTING, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 56. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONSULTING, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 57. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONSULTING, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 58. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONSULTING, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 59. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY INTEGRATION SERVICES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 60. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY INTEGRATION SERVICES, BY REGION, 2025-2032 (USD MILLION)
• TABLE 61. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY INTEGRATION SERVICES, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 62. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY INTEGRATION SERVICES, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 63. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY INTEGRATION SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 64. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY INTEGRATION SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 65. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SUPPORT SERVICES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 66. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SUPPORT SERVICES, BY REGION, 2025-2032 (USD MILLION)
• TABLE 67. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SUPPORT SERVICES, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 68. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SUPPORT SERVICES, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 69. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SUPPORT SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 70. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SUPPORT SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 71. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 72. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
• TABLE 73. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 74. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
• TABLE 75. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 76. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 77. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 78. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 79. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ANALYTICS, 2018-2024 (USD MILLION)
• TABLE 80. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ANALYTICS, 2025-2032 (USD MILLION)
• TABLE 81. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 82. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
• TABLE 83. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 84. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 85. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 86. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 87. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 88. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
• TABLE 89. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 90. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 91. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 92. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DESCRIPTIVE ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 93. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 94. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
• TABLE 95. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PREDICTIVE ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 96. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PREDICTIVE ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 97. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PREDICTIVE ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 98. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PREDICTIVE ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 99. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY MONITORING, 2018-2024 (USD MILLION)
• TABLE 100. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY MONITORING, 2025-2032 (USD MILLION)
• TABLE 101. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY MONITORING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 102. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY MONITORING, BY REGION, 2025-2032 (USD MILLION)
• TABLE 103. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY MONITORING, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 104. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY MONITORING, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 105. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 106. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 107. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY REAL TIME MONITORING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 108. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY REAL TIME MONITORING, BY REGION, 2025-2032 (USD MILLION)
• TABLE 109. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY REAL TIME MONITORING, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 110. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY REAL TIME MONITORING, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 111. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY REAL TIME MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 112. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY REAL TIME MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 113. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY REMOTE MONITORING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 114. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY REMOTE MONITORING, BY REGION, 2025-2032 (USD MILLION)
• TABLE 115. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY REMOTE MONITORING, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 116. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY REMOTE MONITORING, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 117. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY REMOTE MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 118. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY REMOTE MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 119. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PLATFORM, 2018-2024 (USD MILLION)
• TABLE 120. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PLATFORM, 2025-2032 (USD MILLION)
• TABLE 121. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PLATFORM, BY REGION, 2018-2024 (USD MILLION)
• TABLE 122. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PLATFORM, BY REGION, 2025-2032 (USD MILLION)
• TABLE 123. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PLATFORM, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 124. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PLATFORM, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 125. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PLATFORM, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 126. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PLATFORM, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 127. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLOUD PLATFORM, BY REGION, 2018-2024 (USD MILLION)
• TABLE 128. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLOUD PLATFORM, BY REGION, 2025-2032 (USD MILLION)
• TABLE 129. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLOUD PLATFORM, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 130. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLOUD PLATFORM, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 131. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLOUD PLATFORM, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 132. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLOUD PLATFORM, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 133. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ON PREMISES PLATFORM, BY REGION, 2018-2024 (USD MILLION)
• TABLE 134. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ON PREMISES PLATFORM, BY REGION, 2025-2032 (USD MILLION)
• TABLE 135. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ON PREMISES PLATFORM, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 136. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ON PREMISES PLATFORM, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 137. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ON PREMISES PLATFORM, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 138. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY ON PREMISES PLATFORM, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 139. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 140. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
• TABLE 141. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
• TABLE 142. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CROP MONITORING, 2025-2032 (USD MILLION)
• TABLE 143. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CROP MONITORING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 144. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CROP MONITORING, BY REGION, 2025-2032 (USD MILLION)
• TABLE 145. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CROP MONITORING, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 146. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CROP MONITORING, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 147. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CROP MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 148. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CROP MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 149. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DISEASE DETECTION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 150. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DISEASE DETECTION, BY REGION, 2025-2032 (USD MILLION)
• TABLE 151. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DISEASE DETECTION, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 152. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DISEASE DETECTION, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 153. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DISEASE DETECTION, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 154. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY DISEASE DETECTION, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 155. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY YIELD PREDICTION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 156. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY YIELD PREDICTION, BY REGION, 2025-2032 (USD MILLION)
• TABLE 157. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY YIELD PREDICTION, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 158. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY YIELD PREDICTION, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 159. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY YIELD PREDICTION, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 160. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY YIELD PREDICTION, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 161. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GREENHOUSE AUTOMATION, 2018-2024 (USD MILLION)
• TABLE 162. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GREENHOUSE AUTOMATION, 2025-2032 (USD MILLION)
• TABLE 163. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GREENHOUSE AUTOMATION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 164. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GREENHOUSE AUTOMATION, BY REGION, 2025-2032 (USD MILLION)
• TABLE 165. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GREENHOUSE AUTOMATION, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 166. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GREENHOUSE AUTOMATION, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 167. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GREENHOUSE AUTOMATION, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 168. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GREENHOUSE AUTOMATION, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 169. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLIMATE CONTROL, BY REGION, 2018-2024 (USD MILLION)
• TABLE 170. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLIMATE CONTROL, BY REGION, 2025-2032 (USD MILLION)
• TABLE 171. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLIMATE CONTROL, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 172. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLIMATE CONTROL, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 173. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLIMATE CONTROL, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 174. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLIMATE CONTROL, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 175. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY NUTRIENT DELIVERY, BY REGION, 2018-2024 (USD MILLION)
• TABLE 176. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY NUTRIENT DELIVERY, BY REGION, 2025-2032 (USD MILLION)
• TABLE 177. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY NUTRIENT DELIVERY, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 178. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY NUTRIENT DELIVERY, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 179. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY NUTRIENT DELIVERY, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 180. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY NUTRIENT DELIVERY, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 181. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
• TABLE 182. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
• TABLE 183. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 184. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2025-2032 (USD MILLION)
• TABLE 185. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 186. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 187. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 188. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 189. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY HEALTH MONITORING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 190. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY HEALTH MONITORING, BY REGION, 2025-2032 (USD MILLION)
• TABLE 191. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY HEALTH MONITORING, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 192. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY HEALTH MONITORING, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 193. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY HEALTH MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 194. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY HEALTH MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 195. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LOCATION TRACKING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 196. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LOCATION TRACKING, BY REGION, 2025-2032 (USD MILLION)
• TABLE 197. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LOCATION TRACKING, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 198. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LOCATION TRACKING, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 199. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LOCATION TRACKING, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 200. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LOCATION TRACKING, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 201. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PRECISION IRRIGATION, 2018-2024 (USD MILLION)
• TABLE 202. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PRECISION IRRIGATION, 2025-2032 (USD MILLION)
• TABLE 203. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PRECISION IRRIGATION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 204. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PRECISION IRRIGATION, BY REGION, 2025-2032 (USD MILLION)
• TABLE 205. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PRECISION IRRIGATION, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 206. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PRECISION IRRIGATION, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 207. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PRECISION IRRIGATION, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 208. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY PRECISION IRRIGATION, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 209. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY AUTOMATED IRRIGATION SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 210. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY AUTOMATED IRRIGATION SYSTEMS, BY REGION, 2025-2032 (USD MILLION)
• TABLE 211. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY AUTOMATED IRRIGATION SYSTEMS, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 212. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY AUTOMATED IRRIGATION SYSTEMS, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 213. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY AUTOMATED IRRIGATION SYSTEMS, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 214. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY AUTOMATED IRRIGATION SYSTEMS, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 215. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SOIL MOISTURE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
• TABLE 216. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SOIL MOISTURE MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
• TABLE 217. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SOIL MOISTURE MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 218. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SOIL MOISTURE MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 219. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SOIL MOISTURE MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 220. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SOIL MOISTURE MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 221. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 222. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
• TABLE 223. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY BLUETOOTH, 2018-2024 (USD MILLION)
• TABLE 224. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY BLUETOOTH, 2025-2032 (USD MILLION)
• TABLE 225. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY BLUETOOTH, BY REGION, 2018-2024 (USD MILLION)
• TABLE 226. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY BLUETOOTH, BY REGION, 2025-2032 (USD MILLION)
• TABLE 227. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY BLUETOOTH, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 228. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY BLUETOOTH, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 229. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY BLUETOOTH, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 230. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY BLUETOOTH, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 231. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY BLE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 232. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY BLE, BY REGION, 2025-2032 (USD MILLION)
• TABLE 233. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY BLE, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 234. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY BLE, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 235. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY BLE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 236. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY BLE, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 237. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLASSIC, BY REGION, 2018-2024 (USD MILLION)
• TABLE 238. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLASSIC, BY REGION, 2025-2032 (USD MILLION)
• TABLE 239. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLASSIC, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 240. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLASSIC, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 241. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLASSIC, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 242. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CLASSIC, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 243. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CELLULAR, 2018-2024 (USD MILLION)
• TABLE 244. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CELLULAR, 2025-2032 (USD MILLION)
• TABLE 245. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CELLULAR, BY REGION, 2018-2024 (USD MILLION)
• TABLE 246. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CELLULAR, BY REGION, 2025-2032 (USD MILLION)
• TABLE 247. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CELLULAR, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 248. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CELLULAR, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 249. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CELLULAR, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 250. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY CELLULAR, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 251. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 3G, BY REGION, 2018-2024 (USD MILLION)
• TABLE 252. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 3G, BY REGION, 2025-2032 (USD MILLION)
• TABLE 253. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 3G, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 254. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 3G, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 255. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 3G, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 256. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 3G, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 257. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 4G, BY REGION, 2018-2024 (USD MILLION)
• TABLE 258. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 4G, BY REGION, 2025-2032 (USD MILLION)
• TABLE 259. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 4G, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 260. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 4G, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 261. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 4G, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 262. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 4G, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 263. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 5G, BY REGION, 2018-2024 (USD MILLION)
• TABLE 264. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 5G, BY REGION, 2025-2032 (USD MILLION)
• TABLE 265. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 5G, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 266. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 5G, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 267. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 5G, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 268. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY 5G, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 269. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LPWAN, 2018-2024 (USD MILLION)
• TABLE 270. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LPWAN, 2025-2032 (USD MILLION)
• TABLE 271. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LPWAN, BY REGION, 2018-2024 (USD MILLION)
• TABLE 272. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LPWAN, BY REGION, 2025-2032 (USD MILLION)
• TABLE 273. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LPWAN, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 274. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LPWAN, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 275. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LPWAN, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 276. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LPWAN, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 277. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LORAWAN, BY REGION, 2018-2024 (USD MILLION)
• TABLE 278. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LORAWAN, BY REGION, 2025-2032 (USD MILLION)
• TABLE 279. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LORAWAN, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 280. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LORAWAN, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 281. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LORAWAN, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 282. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LORAWAN, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 283. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY NB IOT, BY REGION, 2018-2024 (USD MILLION)
• TABLE 284. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY NB IOT, BY REGION, 2025-2032 (USD MILLION)
• TABLE 285. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY NB IOT, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 286. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY NB IOT, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 287. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY NB IOT, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 288. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY NB IOT, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 289. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SIGFOX, BY REGION, 2018-2024 (USD MILLION)
• TABLE 290. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SIGFOX, BY REGION, 2025-2032 (USD MILLION)
• TABLE 291. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SIGFOX, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 292. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SIGFOX, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 293. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SIGFOX, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 294. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SIGFOX, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 295. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SATELLITE, 2018-2024 (USD MILLION)
• TABLE 296. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SATELLITE, 2025-2032 (USD MILLION)
• TABLE 297. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SATELLITE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 298. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SATELLITE, BY REGION, 2025-2032 (USD MILLION)
• TABLE 299. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SATELLITE, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 300. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SATELLITE, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 301. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SATELLITE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 302. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY SATELLITE, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 303. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GEO, BY REGION, 2018-2024 (USD MILLION)
• TABLE 304. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GEO, BY REGION, 2025-2032 (USD MILLION)
• TABLE 305. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GEO, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 306. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GEO, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 307. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GEO, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 308. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY GEO, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 309. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LEO, BY REGION, 2018-2024 (USD MILLION)
• TABLE 310. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LEO, BY REGION, 2025-2032 (USD MILLION)
• TABLE 311. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LEO, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 312. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LEO, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 313. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LEO, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 314. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY LEO, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 315. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY WI FI, 2018-2024 (USD MILLION)
• TABLE 316. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY WI FI, 2025-2032 (USD MILLION)
• TABLE 317. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY WI FI, BY REGION, 2018-2024 (USD MILLION)
• TABLE 318. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY WI FI, BY REGION, 2025-2032 (USD MILLION)
• TABLE 319. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY WI FI, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 320. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY WI FI, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 321. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY WI FI, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 322. GLOBAL IOT IN SMART FARMING MARKET SIZE, BY WI FI, BY COUNTRY,