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市场调查报告书
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1829204

智慧农业市场（按组件、作物类型、应用和农场规模）—2025-2032 年全球预测

Smart Farming Market by Component, Crop Type, Application, Farm Size - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 199 Pages | 商品交期: 最快1-2个工作天内

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预计到 2032 年，智慧农业市场规模将成长至 711.9 亿美元，复合年增长率为 15.70%。

主要市场统计数据
基准年2024年 221.6亿美元
预计2025年 256.5亿美元
预测年份：2032年 711.9亿美元
复合年增长率（%） 15.70%

简洁的定位概述了感测、连接、分析和相关人员奖励如何融合以重新定义农业运营和战略重点

智慧农业正处于曲折点，数位工具、机械化和农业正在融合，重塑食品和纤维的生产方式。感测、互联互通和云原生分析技术的进步，使人们能够更细緻地了解田间状况和动物健康状况，从而支持平衡产量、资源效率和环境管理的决策。这些技术能力与资本可用性的变化以及零售商、监管机构和消费者不断变化的期望相辅相成，推动了可追溯性和减少环境足迹的实现。

农民希望获得可预测的产量、降低的投入成本和营运韧性；技术供应商和整合商追求扩充性的产品市场契合度；服务供应商重视生命週期支援和数据主导的成果。随着这些相关人员整合奖励，应用将从孤立的试点转向旨在实现可衡量的农艺改进和成本效益的整合系统。因此，策略规划不仅要考虑感测器和平台的选择，还要考虑互通性、资料管治和应用路径，使农民能够实现持久的价值。

感测、边缘运算、分析、资本流动和不断发展的政策的进步如何推动生态系统从试点转向可互通的平台编配

智慧农业格局正被几项变革性转变重塑，这些转变正在加速技术应用并重建价值链。首先，低成本感测器和边缘运算的成熟正在降低持续监测的门槛，实现即时干预和更精细的农场级决策。这一转变得益于数据分析和人工智慧的进步，将远端检测数据转化为营运建议、预测性维护计划和优化的投入应用。同时，农业科技领域的资本流入模式也正从以创投为中心的模式转向策略性企业投资和债务融资，这些模式更倾向于可扩展且可收益的解决方案。

政策和监管动态也在改变采用奖励。环境报告要求、主要买家与永续性挂钩的采购以及旨在保护水土健康的奖励计划，使数位农学成为合规和市场准入的必要条件，而不仅仅是提高生产力的手段。同时，互通性和开放标准正成为关键的竞争决定因素，因为农民和整合商青睐能够跨装置品牌、资料平台和咨询服务进行互通的模组化解决方案。这些转变的综合效应是从点解决方案转向平台编配，其中生态系统协调和策略伙伴决定了哪些产品能够获得广泛和持久的采用。

检验2025 年关税将如何改变整个智慧农业供应链的筹资策略、硬体经济、软体采用路径和供应商定位

美国计划于2025年实施的关税将对整个智慧农业生态系统产生多方面的影响，影响投入品采购、成本结构和供应商策略。进口硬体组件和成品设备的关税上调将增加感测器、致动器和控制器的采购成本，促使目标商标产品製造商和系统整合重新评估其全球采购布局。为此，一些供应商将加快本地化进程，在免税地区寻找替代供应商，或重新设计产品架构，以减少对受影响组件的依赖。这些适应策略将改变农民的前置作业时间、库存政策和总拥有成本的计算。

关税也会改变硬体部署的经济性，间接影响软体和服务的动态。不断上涨的硬体成本可能会导致买家推迟资本密集型计划，转而优先考虑软体优先策略、订阅分析或咨询服务，这些策略可在无需大量直接资本支出的情况下提供短期投资回报。相反，捆绑安装、校准和长期维护的服务提供者可以透过强调生命週期价值，将其产品定位为对冲硬体成本上涨的工具。最后，关税将改变跨国供应商的竞争定位，定价策略、保固条款和售后服务支援将成为进口关税敏感市场的关键差异化因素。总而言之，这些影响需要供应链弹性、动态定价方法以及与供应商的密切伙伴关係，以保持采用势头。

对成分、作物类型、应用和农场规模的详细細項分析揭示了差异化的采用路径和商业化影响

仔细的細項分析揭示了跨组件类型、作物类别、应用领域和农场规模的清晰采用路径和投资优先级，这些因素决定了商业化策略。在组件中，硬体采用模式因强大的现场级感测器、模组化控制器和精密致动器的平衡而异。服务分为领先咨询（用于设计部署蓝图）与持续支援与维护（用于维持系统运作）。软体分为数据分析解决方案（可从远端检测中获得洞察）和农场管理解决方案（可在工作流程和合规性报告中实施建议）。这些组件的动态会影响销售週期、整合要求和售后市场收益潜力。

由于谷类、水果蔬菜以及油籽和豆类的农艺特性和价值密度不同，作物类型的细分可以进一步细化部署场景。谷物和谷类的部署目标是实现玉米、水稻和小麦等作物的规模化和成本效益，而水果蔬菜则需要对葡萄、马铃薯和番茄等作物进行更精细的感知和气候管理。油籽和豆类，包括油菜、鹰嘴豆和大豆，对产量优化和土壤养分管理有复杂的需求。应用细分揭示了功能优先顺序：作物监测利用空中平台进行成像，并利用卫星资产进行可重复性监测；温室监测需要精确的气候控制和病虫害防治；牲畜监测侧重于行为和健康监测；精密农业侧重于变量喷洒和产量测绘；土壤监测集中于水分和养分分析。农场规模：大型农场优先考虑规模和整合，中型农场平衡成本和产能，小型农场优先考虑经济实惠和易用性。这些细分镜头指南产品蓝图、通路策略和定价模型。

美洲、欧洲、中东和非洲地区以及亚太地区的基础设施、法规和农民概况将如何影响差异化的采用模式和商业策略

区域动态将对智慧农业应用的速度和形态产生关键影响，这反映了关键地区的基础设施准备、法规结构和客户概况。在美洲，高度的机械化、零售商主导的突出的永续性要求以及大型商业性农业企业为提供可追溯产量和投入效率的整合精准解决方案创造了一个成熟的市场。北美和南美的采用轨迹在采用规模和资金筹措模式上有所不同，但这两个地区都强调供应链可追溯性和商品优化。

在欧洲、中东和非洲，科技应用的驱动因素多元。在欧洲部分地区，严格的环境法规和补贴制度推动着基于感测器的养分和水资源管理，而中东和非洲的新兴市场则优先考虑弹性灌溉和模组化低功耗系统。一些地区的基础设施限制和资金筹措缺口为计量收费和服务主导的商业模式创造了机会。在亚太地区，我们看到已开发市场和小农市场都在快速采用这些技术。已开发市场追求自动化和高精度温室系统，而新兴市场则强调连结性、低成本感测和行动优先的农场管理。已开发市场追求自动化和高精度温室系统，开发中国家市场则优先考虑连结性、低成本感测和行动优先的农场管理。整体影响是，上市模式需要根据地区进行调整，同时考虑资金筹措机制、服务预期和法规遵循。

竞争格局表明，平台主导的聚合、硬体专业化和服务整合是整个智慧农业领域的主要价值获取策略

智慧农业领域的主要企业透过平台策略、硬体专业化和服务深度的结合实现差异化。平台公司专注于资料聚合、互通性和合作伙伴生态系统，使其能够将第三方感测器和咨询服务连接到统一的营运架构中。纯硬体公司强调高度坚固的感测器、精密驱动和针对特定农艺条件优化的控制系统，而软体优先的供应商则专注于分析、预测和用户体验，以加速农民的采用。

一个关键趋势是系统整合和服务提供者的崛起。设备製造商、连接提供者和农艺顾问之间的策略伙伴关係正变得越来越普遍。此外，利用其专有数据和高级分析技术的公司可以创建差异化的咨询服务，但它们必须在数据收益与农民信任和清晰的数据管治取得平衡。最后，创新通常源自于专注于特定技术问题的新兴企业，例如影像处理演算法或低功耗感测。这些新兴企业随后透过与现有企业的合作或收购来扩大规模，重新定位竞争对手并加速整个生态系统的能力提升。

产业领导者应采取切实可行的策略重点和战术性倡议，以加速采用、降低实施风险并确保永续的竞争优势

产业领导者应优先考虑一系列切实可行的行动，以加速采用、降低部署风险并创造永续优势。首先，围绕可组合架构设计产品，以便轻鬆与传统设备和第三方感测器整合。其次，采用基于成果的商业模式，将收益与可衡量的农艺改进和成本节约挂钩，将供应商奖励与农民收益挂钩，并降低采购门槛。第三，投资强大的售后服务能力，包括远距离诊断、预防性保养和响应迅速的现场支持，以显着提高运作和长期客户满意度。

领导者还应在整个价值链中建立策略伙伴关係关係，以快速弥补能力差距。与连接提供者、农艺顾问和设备经销商合作，可以加速分销和本地支援。同时，他们优先考虑资料管治框架和透明的价值共用，以建立农民信任，并释放可追溯性和永续性报告等下游服务机会。最后，将政策变革和贸易紧张局势的情境规划纳入采购和产品蓝图，确保供应链灵活性和可预测的客户服务连续性。这些行动共同降低了进入门槛，并使生态系统在成熟过程中能够实现长期价值获取。

结合相关人员访谈、技术检验、二次分析和情境测试的严格混合方法，产生了可靠、可行的见解

这些见解背后的研究采用了混合方法，结合了主要相关人员访谈、技术检验和二手资讯的系统性三角检验。主要研究包括对农场经理、设备原始设备製造商代表、软体供应商、整合商和服务提供者的结构化访谈，以获取有关采用驱动因素、营运限制和采购行为的第一手见解。这些定性输入与技术检验相辅相成，技术验证检验了设备规格、互通性和现场性能报告，以评估商业部署的准备。

分析的第二手资料包括各地区的监管趋势、基础设施准备和资金筹措机制。数据三角测量技术用于协调不同的研究结果并突出共识主题。情境分析和敏感度测试评估了外部衝击（例如关税变化或供应链中断）如何影响采用路径和供应商策略。最后，此调查方法经独立专家反覆检验，以确保分析的严谨性、假设的清晰记录以及局限性的透明度，尤其是在各地区数据品质参差不齐且技术绩效指标快速变化的情况下。

综合策略意义，强调互通性、农业经济、弹性供应链和伙伴关係主导的必要性

总而言之，智慧农业既是技术变革，也是农业价值链各相关人员的策略要务。未来发展方向强调互通性、以农民为中心的经济模式以及能够管理多年总拥有成本的服务模式。单靠技术是不够的；持久应用需要连贯的商业性结构、可靠的售后服务支持，以及与监管和永续性目标的契合，而这些目标日益决定着市场进入和买家偏好。

随着应用规模的扩大，硬体成本、软体功能、服务产品和区域动态之间的相互作用将决定最终的赢家和落后者。那些在自适应架构、透明资料处理和拓展区域支援能力的伙伴关係方面进行早期投资的组织，将最有可能获得长期价值。同样重要的是，确保战略计划涵盖供应链灵活性、采购多元化和切合实际的定价策略，以应对可能改变采购经济状况的政策和贸易突发事件。最终，智慧农业的成功将取决于能否带来可衡量的农艺和商业性成果，并引起农民及其商业伙伴的共鸣。

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

  • 整合人工智慧驱动的预测分析平台，实现准确的作物产量预测
  • 引入支援物联网的土壤湿度感测器，为灌溉管理提供即时警报
  • 引入配备频谱摄影机的自主无人机用于作物健康监测
  • 利用区块链追溯解决方案确保农业供应链营运的透明度
  • 扩展垂直农业系统，整合 LED 照明和水耕技术，用于都市区农作物生产
  • 开发机器人实现收割和收割后加工的自动化，以减少对农场劳动力的依赖
  • 在现场作业中实施用于害虫检测和有针对性的生物防治介入的机器学习模型
  • 边缘运算和 5G 连接支持精密农业的低延迟决策

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：智慧农业市场（按组成部分）

  • 硬体
    • 致动器
    • 控制器
    • 感应器
  • 服务
    • 咨询
    • 支援和维护
  • 软体
    • 数据分析软体
    • 农场管理软体

第九章 智慧农业市场（依作物类型）

  • 粮食
    • 玉米
    • 米
    • 小麦
  • 水果和蔬菜
    • 葡萄
    • 马铃薯
    • 番茄
  • 油籽和豆类
    • 菜籽
    • 鹰嘴豆
    • 大豆

第 10 章：智慧农业市场（按应用）

  • 作物监测
    • 无人机影像
    • 卫星影像
  • 温室监控
    • 气候控制
    • 害虫管理
  • 牲畜监控
    • 行为监控
    • 健康监测
  • 精密农业
    • 变数施肥应用
    • 产量图
  • 土壤监测
    • 湿度监测
    • 营养监测

第 11 章 智慧农业市场（依农场规模）

  • 大型农场
  • 中型农场
  • 小型农场

第 12 章：按地区分類的智慧农业市场

  • 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 13 章：按类别分類的智慧农业市场

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

第 14 章。各国智慧农业市场

  • 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

第十五章竞争格局

  • 2024年市占率分析
  • 2024年FPNV定位矩阵
  • 竞争分析
    • Deere & Company
    • AGCO Corporation
    • CNH Industrial NV
    • Trimble Inc.
    • Topcon Corporation
    • Hexagon AB
    • Kubota Corporation
    • Bayer AG
    • Yara International ASA
    • Lindsay Corporation
Product Code: MRR-430D3EB7260D

The Smart Farming Market is projected to grow by USD 71.19 billion at a CAGR of 15.70% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 22.16 billion
Estimated Year [2025] USD 25.65 billion
Forecast Year [2032] USD 71.19 billion
CAGR (%) 15.70%

A concise orientation outlining how sensing, connectivity, analytics, and stakeholder incentives converge to redefine agricultural operations and strategic priorities

Smart farming stands at an inflection point where digital tools, mechanization, and agronomic sciences converge to reframe how food and fiber are produced. Advances in sensing, connectivity, and cloud-native analytics now enable fine-grained visibility into field-level conditions and livestock health, and they support decision making that balances yield, resource efficiency, and environmental stewardship. These technological capabilities are complemented by shifts in capital availability and shifting expectations from retailers, regulators, and consumers that push for traceability and reduced environmental footprint.

Underpinning this transformation are pragmatic drivers: farm operators seek predictable yields, lower input costs, and operational resilience; technology vendors and integrators pursue scalable product-market fit; and service providers emphasize lifecycle support and data-driven outcomes. As these stakeholders align incentives, deployment patterns move from isolated pilots to integrated systems designed to deliver measurable agronomic improvements and cost efficiencies. Consequently, strategic planning must consider not only sensor and platform selection but also interoperability, data governance, and farmer adoption pathways to realize durable value.

How advances in sensing, edge compute, analytics, capital flows, and evolving policy are collectively driving an ecosystem shift from pilots to interoperable platform orchestration

The landscape of smart farming is being reshaped by several transformative shifts that are accelerating both technology adoption and value chain reconfiguration. First, the maturation of low-cost sensors and edge computing reduces the barrier to continuous monitoring, enabling real-time interventions and more granular farm-level decision making. This shift is reinforced by improvements in data analytics and artificial intelligence that convert raw telemetry into operational recommendations, predictive maintenance schedules, and optimized input applications. In parallel, capital flows into agtech are diversifying from venture-centric models to strategic corporate investments and debt financing that favor scalable, revenue-generating solutions.

Policy and regulatory dynamics are also changing adoption incentives. Environmental reporting requirements, sustainability-linked procurement by large buyers, and incentive programs aimed at conserving water and soil health are making digital agronomy more than a productivity play; it is increasingly a compliance and market-access requirement. At the same time, interoperability and open standards are emerging as decisive competitive determinants because farmers and integrators prefer modular solutions that can interoperate across equipment brands, data platforms, and advisory services. The combined effect of these shifts is a transition from point solutions to platform orchestration, where ecosystem coordination and partner strategies determine which offerings achieve broad, durable adoption.

Examining how 2025 tariff measures alter sourcing strategies, hardware economics, software adoption pathways, and supplier positioning across the smart farming supply chain

Tariff actions implemented by the United States in 2025 exert a multi-dimensional influence across the smart farming ecosystem, affecting input sourcing, cost structures, and supplier strategies. Increased duties on imported hardware components or finished equipment raise procurement costs for sensors, actuators, and controllers, prompting original equipment manufacturers and systems integrators to reassess global sourcing footprints. In response, some suppliers accelerate localization efforts, seek alternative suppliers in tariff-exempt jurisdictions, or redesign product architectures to reduce reliance on affected components. These adaptive strategies change lead times, inventory policies, and total cost of ownership calculations for farm operators.

Tariffs also influence software and services dynamics indirectly by altering the economics of hardware deployments. When hardware costs rise, buyers may delay capital-intensive projects and instead prioritize software-first strategies, subscription analytics, or consulting engagements that deliver short-term ROI without immediate large capital outlay. Conversely, service providers that bundle installation, calibration, and long-term maintenance can position their offerings as a hedge against rising hardware costs, emphasizing lifecycle value. Finally, tariffs reshape competitive positioning among multinational vendors, where pricing strategies, warranty terms, and aftersales support become critical differentiators in markets sensitive to import duties. Collectively, these effects require supply-chain elasticity, dynamic pricing playbooks, and closer supplier partnerships to sustain deployment momentum.

Deep segmentation analysis across components, crop types, applications, and farm scales uncovers differentiated adoption pathways and commercialization implications

A careful segmentation analysis reveals distinct adoption pathways and investment priorities across component types, crop categories, application areas, and farm scale that shape commercialization strategies. Within components, Hardware adoption patterns vary by the balance between ruggedized field-grade sensors, modular controllers, and precise actuators; Services differentiate between upfront consulting that designs deployment blueprints and ongoing support and maintenance that preserves system uptime; Software divides into data analytics solutions that extract insight from telemetry and farm management solutions that operationalize recommendations across workflows and compliance reporting. These component dynamics influence sales cycles, integration requirements, and aftermarket revenue potential.

Crop type segmentation further refines deployment scenarios because agronomic characteristics and value densities vary among Cereals & Grains, Fruits & Vegetables, and Oilseeds & Pulses. Cereals & Grains deployments target scale and cost-efficiency across crops like Corn, Rice, and Wheat, whereas Fruits & Vegetables require finer-grained sensing and climate management for crops such as Grape, Potato, and Tomato. Oilseeds & Pulses-including Canola, Chickpea, and Soybean-present mixed needs for harvest optimization and soil nutrient management. Application segmentation highlights functional priorities: Crop Monitoring leverages aerial platforms for imaging and satellite assets for repeatability, Greenhouse Monitoring requires precise climate control and pest management, Livestock Monitoring focuses on behavior and health surveillance, Precision Farming emphasizes variable rate application and yield mapping, and Soil Monitoring concentrates on moisture and nutrient profiling. Farm size imposes a final layer of differentiation where Large Farms prioritize scale and integration, Medium Farms balance cost and capability, and Small Farms emphasize affordability and ease of use. Together, these segmentation lenses guide product roadmaps, channel strategies, and pricing models.

How regional infrastructure, regulation, and farmer profiles in the Americas, EMEA, and Asia-Pacific shape differentiated adoption models and commercial strategies

Regional dynamics materially condition the pace and shape of smart farming adoption, reflecting infrastructure readiness, regulatory frameworks, and customer profiles across major geographies. In the Americas, high levels of mechanization, pronounced retailer-driven sustainability requirements, and sizable commercial farming enterprises create a ready market for integrated precision solutions that deliver traceable yield and input efficiencies. North American and South American adoption trajectories diverge in deployment scale and financing patterns, but both regions emphasize supply-chain traceability and commodity optimization.

Europe, Middle East & Africa displays a heterogeneous mosaic of adoption drivers where stringent environmental regulations and subsidy programs in parts of Europe accelerate sensor-based nutrient and water management, while emerging markets in the Middle East and Africa prioritize resilient irrigation and modular, low-power systems. Infrastructure constraints and financing gaps in some jurisdictions create opportunities for pay-per-use or service-led commercial models. Asia-Pacific exhibits rapid technological uptake in both industrialized and smallholder contexts; advanced markets pursue automation and high-precision greenhouse systems, whereas developing markets focus on connectivity, low-cost sensing, and mobile-first farm management. The aggregate implication is that go-to-market models must be regionally calibrated to account for financing mechanisms, service expectations, and regulatory compliance.

Competitive dynamics reveal platform-led aggregation, hardware specialization, and service integration as dominant value capture strategies across the smart farming landscape

Leading companies in the smart farming space differentiate through a combination of platform strategies, hardware specialization, and service depth. Platform players concentrate on data aggregation, interoperability, and partner ecosystems that enable third-party sensors and advisory services to plug into a unified operational fabric. Hardware specialist firms focus on highly ruggedized sensors, precision actuation, and control systems optimized for specific agronomic conditions, while software-first vendors emphasize analytics, forecasting, and user experience to accelerate farmer adoption.

An important dynamic is the rise of systems integrators and service providers who bundle devices, connectivity, and advisory services into outcome-focused offerings that reduce buyer friction. Strategic partnerships between equipment manufacturers, connectivity providers, and agronomic advisors are increasingly common because combined capabilities improve time-to-value and simplify procurement. Additionally, companies leveraging proprietary data with advanced analytics can create differentiated advisory services, but they must balance data monetization with farmer trust and clear data governance. Finally, innovation often emerges from startups focused on narrow technical problems-such as imaging algorithms or low-power sensing-that later scale through partnerships or acquisition by established players, altering competitive positioning and accelerating overall ecosystem capability.

Practical strategic priorities and tactical moves industry leaders should implement to accelerate adoption, reduce deployment risk, and secure sustainable competitive advantage

Industry leaders should prioritize a set of pragmatic actions that accelerate adoption, reduce implementation risks, and create sustainable advantage. First, design offerings around composable architectures that enable easy integration with legacy equipment and third-party sensors; this reduces vendor lock-in concerns and improves farmer willingness to pilot new solutions. Second, adopt outcome-based commercial models where payments can be linked to measurable agronomic improvements or cost savings, thereby aligning vendor incentives with farmer returns and smoothing procurement hurdles. Third, invest in robust aftersales capabilities, including remote diagnostics, preventative maintenance, and rapid field support, which materially improve uptime and long-term customer satisfaction.

Leaders should also cultivate strategic partnerships across the value chain to fill capability gaps quickly; alliances with connectivity providers, agronomic advisors, and equipment dealers accelerate distribution and local support. Simultaneously, prioritize data governance frameworks and transparent value-sharing to build farmer trust and unlock opportunities for downstream services such as traceability and sustainability reporting. Finally, scenario planning for policy shifts and trade friction should be baked into procurement and product roadmaps to ensure supply-chain flexibility and predictable service continuity for customers. Collectively, these actions lower adoption barriers and position organizations to capture long-term value as the ecosystem matures.

A rigorous mixed-methods approach combining stakeholder interviews, technical validation, secondary analysis, and scenario testing to produce robust and actionable insights

The research underpinning these insights employed a mixed-methods approach that combined primary stakeholder engagement, technical validation, and systematic triangulation of secondary sources. Primary engagements included structured interviews with farm operators, equipment OEM representatives, software vendors, integrators, and service providers to capture firsthand perspectives on adoption drivers, operational constraints, and procurement behaviors. These qualitative inputs were complemented by technology validation exercises that reviewed device specifications, interoperability capabilities, and field performance reports to assess readiness for commercial deployment.

Secondary material was analyzed to contextualize regulatory trends, infrastructure readiness, and financing mechanisms across regions. Data triangulation techniques were used to reconcile divergent findings and surface consensus themes. Scenario analysis and sensitivity testing informed assessments of how external shocks-such as tariff changes or supply-chain disruptions-could influence deployment pathways and vendor strategies. Finally, the methodology incorporated iterative validation with independent subject-matter experts to ensure analytical rigor, explicit documentation of assumptions, and transparency about limitations, particularly regarding variable regional data quality and rapidly evolving technology performance metrics.

Synthesis of strategic implications underscoring the necessity for interoperability, farmer economics, resilient supply chains, and partnership-driven execution

In synthesis, smart farming represents both a technological evolution and a strategic imperative for stakeholders across the agricultural value chain. The path forward emphasizes interoperability, farmer-centric economics, and service models that manage total cost of ownership over multi-year horizons. Technology alone is not sufficient; durable adoption requires coherent commercial constructs, reliable aftersales support, and alignment with regulatory and sustainability objectives that increasingly determine market access and buyer preferences.

As deployments scale, the interplay among hardware costs, software capabilities, service offerings, and regional dynamics will determine winners and laggards. Organizations that invest early in adaptable architectures, transparent data practices, and partnerships that expand local support capacity will be best positioned to capture long-term value. Equally important is preparing for policy and trade contingencies that can alter procurement economics, ensuring that strategic plans incorporate supply-chain flexibility, diversified sourcing, and pragmatic pricing strategies. Ultimately, success in smart farming hinges on delivering measurable agronomic and commercial outcomes that resonate with farm operators and their commercial partners.

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 AI-driven predictive analytics platforms for precise crop yield forecasting
  • 5.2. Deployment of IoT-enabled soil moisture sensors with real-time alerts for irrigation management
  • 5.3. Implementation of autonomous drones equipped with multispectral cameras for crop health monitoring
  • 5.4. Utilization of blockchain traceability solutions to ensure transparent supply chain operations in agriculture
  • 5.5. Expansion of vertical farming systems integrating LED lighting and hydroponic technologies for urban crop production
  • 5.6. Development of robotics for automated harvesting and post-harvest handling to reduce labor dependency on farms
  • 5.7. Adoption of machine learning models for pest detection and targeted biocontrol interventions in field operations
  • 5.8. Application of edge computing and 5G connectivity to support low-latency decision-making in precision agriculture

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Smart Farming Market, by Component

  • 8.1. Hardware
    • 8.1.1. Actuators
    • 8.1.2. Controllers
    • 8.1.3. Sensors
  • 8.2. Services
    • 8.2.1. Consulting
    • 8.2.2. Support & Maintenance
  • 8.3. Software
    • 8.3.1. Data Analytics Software
    • 8.3.2. Farm Management Software

9. Smart Farming Market, by Crop Type

  • 9.1. Cereals & Grains
    • 9.1.1. Corn
    • 9.1.2. Rice
    • 9.1.3. Wheat
  • 9.2. Fruits & Vegetables
    • 9.2.1. Grape
    • 9.2.2. Potato
    • 9.2.3. Tomato
  • 9.3. Oilseeds & Pulses
    • 9.3.1. Canola
    • 9.3.2. Chickpea
    • 9.3.3. Soybean

10. Smart Farming Market, by Application

  • 10.1. Crop Monitoring
    • 10.1.1. Drone Imaging
    • 10.1.2. Satellite Imaging
  • 10.2. Greenhouse Monitoring
    • 10.2.1. Climate Control
    • 10.2.2. Pest Management
  • 10.3. Livestock Monitoring
    • 10.3.1. Behavior Monitoring
    • 10.3.2. Health Monitoring
  • 10.4. Precision Farming
    • 10.4.1. Variable Rate Application
    • 10.4.2. Yield Mapping
  • 10.5. Soil Monitoring
    • 10.5.1. Moisture Monitoring
    • 10.5.2. Nutrient Monitoring

11. Smart Farming Market, by Farm Size

  • 11.1. Large Farms
  • 11.2. Medium Farms
  • 11.3. Small Farms

12. Smart Farming Market, by Region

  • 12.1. Americas
    • 12.1.1. North America
    • 12.1.2. Latin America
  • 12.2. Europe, Middle East & Africa
    • 12.2.1. Europe
    • 12.2.2. Middle East
    • 12.2.3. Africa
  • 12.3. Asia-Pacific

13. Smart Farming Market, by Group

  • 13.1. ASEAN
  • 13.2. GCC
  • 13.3. European Union
  • 13.4. BRICS
  • 13.5. G7
  • 13.6. NATO

14. Smart Farming Market, by Country

  • 14.1. United States
  • 14.2. Canada
  • 14.3. Mexico
  • 14.4. Brazil
  • 14.5. United Kingdom
  • 14.6. Germany
  • 14.7. France
  • 14.8. Russia
  • 14.9. Italy
  • 14.10. Spain
  • 14.11. China
  • 14.12. India
  • 14.13. Japan
  • 14.14. Australia
  • 14.15. South Korea

15. Competitive Landscape

  • 15.1. Market Share Analysis, 2024
  • 15.2. FPNV Positioning Matrix, 2024
  • 15.3. Competitive Analysis
    • 15.3.1. Deere & Company
    • 15.3.2. AGCO Corporation
    • 15.3.3. CNH Industrial N.V.
    • 15.3.4. Trimble Inc.
    • 15.3.5. Topcon Corporation
    • 15.3.6. Hexagon AB
    • 15.3.7. Kubota Corporation
    • 15.3.8. Bayer AG
    • 15.3.9. Yara International ASA
    • 15.3.10. Lindsay Corporation

LIST OF FIGURES

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

LIST OF TABLES

  • TABLE 1. SMART FARMING MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL SMART FARMING MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL SMART FARMING MARKET SIZE, 2025-2032 (USD MILLION)
  • TABLE 5. GLOBAL SMART FARMING MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL SMART FARMING MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 7. GLOBAL SMART FARMING MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL SMART FARMING MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 9. GLOBAL SMART FARMING MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL SMART FARMING MARKET SIZE, BY HARDWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 11. GLOBAL SMART FARMING MARKET SIZE, BY HARDWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL SMART FARMING MARKET SIZE, BY HARDWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 13. GLOBAL SMART FARMING MARKET SIZE, BY HARDWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL SMART FARMING MARKET SIZE, BY HARDWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 15. GLOBAL SMART FARMING MARKET SIZE, BY ACTUATORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL SMART FARMING MARKET SIZE, BY ACTUATORS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 17. GLOBAL SMART FARMING MARKET SIZE, BY ACTUATORS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL SMART FARMING MARKET SIZE, BY ACTUATORS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 19. GLOBAL SMART FARMING MARKET SIZE, BY ACTUATORS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL SMART FARMING MARKET SIZE, BY ACTUATORS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 21. GLOBAL SMART FARMING MARKET SIZE, BY CONTROLLERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL SMART FARMING MARKET SIZE, BY CONTROLLERS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 23. GLOBAL SMART FARMING MARKET SIZE, BY CONTROLLERS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL SMART FARMING MARKET SIZE, BY CONTROLLERS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 25. GLOBAL SMART FARMING MARKET SIZE, BY CONTROLLERS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL SMART FARMING MARKET SIZE, BY CONTROLLERS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 27. GLOBAL SMART FARMING MARKET SIZE, BY SENSORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL SMART FARMING MARKET SIZE, BY SENSORS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 29. GLOBAL SMART FARMING MARKET SIZE, BY SENSORS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL SMART FARMING MARKET SIZE, BY SENSORS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 31. GLOBAL SMART FARMING MARKET SIZE, BY SENSORS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL SMART FARMING MARKET SIZE, BY SENSORS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 33. GLOBAL SMART FARMING MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL SMART FARMING MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 35. GLOBAL SMART FARMING MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL SMART FARMING MARKET SIZE, BY SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 37. GLOBAL SMART FARMING MARKET SIZE, BY SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL SMART FARMING MARKET SIZE, BY SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 39. GLOBAL SMART FARMING MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL SMART FARMING MARKET SIZE, BY SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 41. GLOBAL SMART FARMING MARKET SIZE, BY CONSULTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL SMART FARMING MARKET SIZE, BY CONSULTING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 43. GLOBAL SMART FARMING MARKET SIZE, BY CONSULTING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL SMART FARMING MARKET SIZE, BY CONSULTING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 45. GLOBAL SMART FARMING MARKET SIZE, BY CONSULTING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL SMART FARMING MARKET SIZE, BY CONSULTING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 47. GLOBAL SMART FARMING MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL SMART FARMING MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 49. GLOBAL SMART FARMING MARKET SIZE, BY SUPPORT & MAINTENANCE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL SMART FARMING MARKET SIZE, BY SUPPORT & MAINTENANCE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 51. GLOBAL SMART FARMING MARKET SIZE, BY SUPPORT & MAINTENANCE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL SMART FARMING MARKET SIZE, BY SUPPORT & MAINTENANCE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 53. GLOBAL SMART FARMING MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL SMART FARMING MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 55. GLOBAL SMART FARMING MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL SMART FARMING MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 57. GLOBAL SMART FARMING MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL SMART FARMING MARKET SIZE, BY SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 59. GLOBAL SMART FARMING MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL SMART FARMING MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 61. GLOBAL SMART FARMING MARKET SIZE, BY DATA ANALYTICS SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL SMART FARMING MARKET SIZE, BY DATA ANALYTICS SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 63. GLOBAL SMART FARMING MARKET SIZE, BY DATA ANALYTICS SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL SMART FARMING MARKET SIZE, BY DATA ANALYTICS SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 65. GLOBAL SMART FARMING MARKET SIZE, BY DATA ANALYTICS SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL SMART FARMING MARKET SIZE, BY DATA ANALYTICS SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 67. GLOBAL SMART FARMING MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL SMART FARMING MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 69. GLOBAL SMART FARMING MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL SMART FARMING MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 71. GLOBAL SMART FARMING MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL SMART FARMING MARKET SIZE, BY FARM MANAGEMENT SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 73. GLOBAL SMART FARMING MARKET SIZE, BY CROP TYPE, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL SMART FARMING MARKET SIZE, BY CROP TYPE, 2025-2032 (USD MILLION)
  • TABLE 75. GLOBAL SMART FARMING MARKET SIZE, BY CEREALS & GRAINS, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL SMART FARMING MARKET SIZE, BY CEREALS & GRAINS, 2025-2032 (USD MILLION)
  • TABLE 77. GLOBAL SMART FARMING MARKET SIZE, BY CEREALS & GRAINS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL SMART FARMING MARKET SIZE, BY CEREALS & GRAINS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 79. GLOBAL SMART FARMING MARKET SIZE, BY CEREALS & GRAINS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL SMART FARMING MARKET SIZE, BY CEREALS & GRAINS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 81. GLOBAL SMART FARMING MARKET SIZE, BY CEREALS & GRAINS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL SMART FARMING MARKET SIZE, BY CEREALS & GRAINS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 83. GLOBAL SMART FARMING MARKET SIZE, BY CORN, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL SMART FARMING MARKET SIZE, BY CORN, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 85. GLOBAL SMART FARMING MARKET SIZE, BY CORN, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL SMART FARMING MARKET SIZE, BY CORN, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 87. GLOBAL SMART FARMING MARKET SIZE, BY CORN, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL SMART FARMING MARKET SIZE, BY CORN, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 89. GLOBAL SMART FARMING MARKET SIZE, BY RICE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL SMART FARMING MARKET SIZE, BY RICE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 91. GLOBAL SMART FARMING MARKET SIZE, BY RICE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL SMART FARMING MARKET SIZE, BY RICE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 93. GLOBAL SMART FARMING MARKET SIZE, BY RICE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL SMART FARMING MARKET SIZE, BY RICE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 95. GLOBAL SMART FARMING MARKET SIZE, BY WHEAT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL SMART FARMING MARKET SIZE, BY WHEAT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 97. GLOBAL SMART FARMING MARKET SIZE, BY WHEAT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL SMART FARMING MARKET SIZE, BY WHEAT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 99. GLOBAL SMART FARMING MARKET SIZE, BY WHEAT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL SMART FARMING MARKET SIZE, BY WHEAT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 101. GLOBAL SMART FARMING MARKET SIZE, BY FRUITS & VEGETABLES, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL SMART FARMING MARKET SIZE, BY FRUITS & VEGETABLES, 2025-2032 (USD MILLION)
  • TABLE 103. GLOBAL SMART FARMING MARKET SIZE, BY FRUITS & VEGETABLES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL SMART FARMING MARKET SIZE, BY FRUITS & VEGETABLES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 105. GLOBAL SMART FARMING MARKET SIZE, BY FRUITS & VEGETABLES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL SMART FARMING MARKET SIZE, BY FRUITS & VEGETABLES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 107. GLOBAL SMART FARMING MARKET SIZE, BY FRUITS & VEGETABLES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL SMART FARMING MARKET SIZE, BY FRUITS & VEGETABLES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 109. GLOBAL SMART FARMING MARKET SIZE, BY GRAPE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL SMART FARMING MARKET SIZE, BY GRAPE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 111. GLOBAL SMART FARMING MARKET SIZE, BY GRAPE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL SMART FARMING MARKET SIZE, BY GRAPE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 113. GLOBAL SMART FARMING MARKET SIZE, BY GRAPE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL SMART FARMING MARKET SIZE, BY GRAPE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 115. GLOBAL SMART FARMING MARKET SIZE, BY POTATO, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL SMART FARMING MARKET SIZE, BY POTATO, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 117. GLOBAL SMART FARMING MARKET SIZE, BY POTATO, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL SMART FARMING MARKET SIZE, BY POTATO, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 119. GLOBAL SMART FARMING MARKET SIZE, BY POTATO, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL SMART FARMING MARKET SIZE, BY POTATO, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 121. GLOBAL SMART FARMING MARKET SIZE, BY TOMATO, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL SMART FARMING MARKET SIZE, BY TOMATO, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 123. GLOBAL SMART FARMING MARKET SIZE, BY TOMATO, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL SMART FARMING MARKET SIZE, BY TOMATO, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 125. GLOBAL SMART FARMING MARKET SIZE, BY TOMATO, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL SMART FARMING MARKET SIZE, BY TOMATO, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 127. GLOBAL SMART FARMING MARKET SIZE, BY OILSEEDS & PULSES, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL SMART FARMING MARKET SIZE, BY OILSEEDS & PULSES, 2025-2032 (USD MILLION)
  • TABLE 129. GLOBAL SMART FARMING MARKET SIZE, BY OILSEEDS & PULSES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL SMART FARMING MARKET SIZE, BY OILSEEDS & PULSES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 131. GLOBAL SMART FARMING MARKET SIZE, BY OILSEEDS & PULSES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL SMART FARMING MARKET SIZE, BY OILSEEDS & PULSES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 133. GLOBAL SMART FARMING MARKET SIZE, BY OILSEEDS & PULSES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL SMART FARMING MARKET SIZE, BY OILSEEDS & PULSES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 135. GLOBAL SMART FARMING MARKET SIZE, BY CANOLA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 136. GLOBAL SMART FARMING MARKET SIZE, BY CANOLA, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 137. GLOBAL SMART FARMING MARKET SIZE, BY CANOLA, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 138. GLOBAL SMART FARMING MARKET SIZE, BY CANOLA, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 139. GLOBAL SMART FARMING MARKET SIZE, BY CANOLA, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 140. GLOBAL SMART FARMING MARKET SIZE, BY CANOLA, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 141. GLOBAL SMART FARMING MARKET SIZE, BY CHICKPEA, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 142. GLOBAL SMART FARMING MARKET SIZE, BY CHICKPEA, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 143. GLOBAL SMART FARMING MARKET SIZE, BY CHICKPEA, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 144. GLOBAL SMART FARMING MARKET SIZE, BY CHICKPEA, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 145. GLOBAL SMART FARMING MARKET SIZE, BY CHICKPEA, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 146. GLOBAL SMART FARMING MARKET SIZE, BY CHICKPEA, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 147. GLOBAL SMART FARMING MARKET SIZE, BY SOYBEAN, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 148. GLOBAL SMART FARMING MARKET SIZE, BY SOYBEAN, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 149. GLOBAL SMART FARMING MARKET SIZE, BY SOYBEAN, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 150. GLOBAL SMART FARMING MARKET SIZE, BY SOYBEAN, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 151. GLOBAL SMART FARMING MARKET SIZE, BY SOYBEAN, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 152. GLOBAL SMART FARMING MARKET SIZE, BY SOYBEAN, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 153. GLOBAL SMART FARMING MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 154. GLOBAL SMART FARMING MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 155. GLOBAL SMART FARMING MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
  • TABLE 156. GLOBAL SMART FARMING MARKET SIZE, BY CROP MONITORING, 2025-2032 (USD MILLION)
  • TABLE 157. GLOBAL SMART FARMING MARKET SIZE, BY CROP MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 158. GLOBAL SMART FARMING MARKET SIZE, BY CROP MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 159. GLOBAL SMART FARMING MARKET SIZE, BY CROP MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 160. GLOBAL SMART FARMING MARKET SIZE, BY CROP MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 161. GLOBAL SMART FARMING MARKET SIZE, BY CROP MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 162. GLOBAL SMART FARMING MARKET SIZE, BY CROP MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 163. GLOBAL SMART FARMING MARKET SIZE, BY DRONE IMAGING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 164. GLOBAL SMART FARMING MARKET SIZE, BY DRONE IMAGING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 165. GLOBAL SMART FARMING MARKET SIZE, BY DRONE IMAGING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 166. GLOBAL SMART FARMING MARKET SIZE, BY DRONE IMAGING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 167. GLOBAL SMART FARMING MARKET SIZE, BY DRONE IMAGING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 168. GLOBAL SMART FARMING MARKET SIZE, BY DRONE IMAGING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 169. GLOBAL SMART FARMING MARKET SIZE, BY SATELLITE IMAGING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 170. GLOBAL SMART FARMING MARKET SIZE, BY SATELLITE IMAGING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 171. GLOBAL SMART FARMING MARKET SIZE, BY SATELLITE IMAGING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 172. GLOBAL SMART FARMING MARKET SIZE, BY SATELLITE IMAGING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 173. GLOBAL SMART FARMING MARKET SIZE, BY SATELLITE IMAGING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 174. GLOBAL SMART FARMING MARKET SIZE, BY SATELLITE IMAGING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 175. GLOBAL SMART FARMING MARKET SIZE, BY GREENHOUSE MONITORING, 2018-2024 (USD MILLION)
  • TABLE 176. GLOBAL SMART FARMING MARKET SIZE, BY GREENHOUSE MONITORING, 2025-2032 (USD MILLION)
  • TABLE 177. GLOBAL SMART FARMING MARKET SIZE, BY GREENHOUSE MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 178. GLOBAL SMART FARMING MARKET SIZE, BY GREENHOUSE MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 179. GLOBAL SMART FARMING MARKET SIZE, BY GREENHOUSE MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 180. GLOBAL SMART FARMING MARKET SIZE, BY GREENHOUSE MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 181. GLOBAL SMART FARMING MARKET SIZE, BY GREENHOUSE MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 182. GLOBAL SMART FARMING MARKET SIZE, BY GREENHOUSE MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 183. GLOBAL SMART FARMING MARKET SIZE, BY CLIMATE CONTROL, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 184. GLOBAL SMART FARMING MARKET SIZE, BY CLIMATE CONTROL, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 185. GLOBAL SMART FARMING MARKET SIZE, BY CLIMATE CONTROL, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 186. GLOBAL SMART FARMING MARKET SIZE, BY CLIMATE CONTROL, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 187. GLOBAL SMART FARMING MARKET SIZE, BY CLIMATE CONTROL, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 188. GLOBAL SMART FARMING MARKET SIZE, BY CLIMATE CONTROL, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 189. GLOBAL SMART FARMING MARKET SIZE, BY PEST MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 190. GLOBAL SMART FARMING MARKET SIZE, BY PEST MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 191. GLOBAL SMART FARMING MARKET SIZE, BY PEST MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 192. GLOBAL SMART FARMING MARKET SIZE, BY PEST MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 193. GLOBAL SMART FARMING MARKET SIZE, BY PEST MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 194. GLOBAL SMART FARMING MARKET SIZE, BY PEST MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 195. GLOBAL SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 196. GLOBAL SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 197. GLOBAL SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 198. GLOBAL SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 199. GLOBAL SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 200. GLOBAL SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 201. GLOBAL SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 202. GLOBAL SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 203. GLOBAL SMART FARMING MARKET SIZE, BY BEHAVIOR MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 204. GLOBAL SMART FARMING MARKET SIZE, BY BEHAVIOR MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 205. GLOBAL SMART FARMING MARKET SIZE, BY BEHAVIOR MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 206. GLOBAL SMART FARMING MARKET SIZE, BY BEHAVIOR MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 207. GLOBAL SMART FARMING MARKET SIZE, BY BEHAVIOR MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 208. GLOBAL SMART FARMING MARKET SIZE, BY BEHAVIOR MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 209. GLOBAL SMART FARMING MARKET SIZE, BY HEALTH MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 210. GLOBAL SMART FARMING MARKET SIZE, BY HEALTH MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 211. GLOBAL SMART FARMING MARKET SIZE, BY HEALTH MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 212. GLOBAL SMART FARMING MARKET SIZE, BY HEALTH MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 213. GLOBAL SMART FARMING MARKET SIZE, BY HEALTH MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 214. GLOBAL SMART FARMING MARKET SIZE, BY HEALTH MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 215. GLOBAL SMART FARMING MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 216. GLOBAL SMART FARMING MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 217. GLOBAL SMART FARMING MARKET SIZE, BY PRECISION FARMING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 218. GLOBAL SMART FARMING MARKET SIZE, BY PRECISION FARMING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 219. GLOBAL SMART FARMING MARKET SIZE, BY PRECISION FARMING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 220. GLOBAL SMART FARMING MARKET SIZE, BY PRECISION FARMING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 221. GLOBAL SMART FARMING MARKET SIZE, BY PRECISION FARMING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 222. GLOBAL SMART FARMING MARKET SIZE, BY PRECISION FARMING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 223. GLOBAL SMART FARMING MARKET SIZE, BY VARIABLE RATE APPLICATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 224. GLOBAL SMART FARMING MARKET SIZE, BY VARIABLE RATE APPLICATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 225. GLOBAL SMART FARMING MARKET SIZE, BY VARIABLE RATE APPLICATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 226. GLOBAL SMART FARMING MARKET SIZE, BY VARIABLE RATE APPLICATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 227. GLOBAL SMART FARMING MARKET SIZE, BY VARIABLE RATE APPLICATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 228. GLOBAL SMART FARMING MARKET SIZE, BY VARIABLE RATE APPLICATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 229. GLOBAL SMART FARMING MARKET SIZE, BY YIELD MAPPING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 230. GLOBAL SMART FARMING MARKET SIZE, BY YIELD MAPPING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 231. GLOBAL SMART FARMING MARKET SIZE, BY YIELD MAPPING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 232. GLOBAL SMART FARMING MARKET SIZE, BY YIELD MAPPING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 233. GLOBAL SMART FARMING MARKET SIZE, BY YIELD MAPPING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 234. GLOBAL SMART FARMING MARKET SIZE, BY YIELD MAPPING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 235. GLOBAL SMART FARMING MARKET SIZE, BY SOIL MONITORING, 2018-2024 (USD MILLION)
  • TABLE 236. GLOBAL SMART FARMING MARKET SIZE, BY SOIL MONITORING, 2025-2032 (USD MILLION)
  • TABLE 237. GLOBAL SMART FARMING MARKET SIZE, BY SOIL MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 238. GLOBAL SMART FARMING MARKET SIZE, BY SOIL MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 239. GLOBAL SMART FARMING MARKET SIZE, BY SOIL MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 240. GLOBAL SMART FARMING MARKET SIZE, BY SOIL MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 241. GLOBAL SMART FARMING MARKET SIZE, BY SOIL MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 242. GLOBAL SMART FARMING MARKET SIZE, BY SOIL MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 243. GLOBAL SMART FARMING MARKET SIZE, BY MOISTURE MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 244. GLOBAL SMART FARMING MARKET SIZE, BY MOISTURE MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 245. GLOBAL SMART FARMING MARKET SIZE, BY MOISTURE MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 246. GLOBAL SMART FARMING MARKET SIZE, BY MOISTURE MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 247. GLOBAL SMART FARMING MARKET SIZE, BY MOISTURE MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 248. GLOBAL SMART FARMING MARKET SIZE, BY MOISTURE MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 249. GLOBAL SMART FARMING MARKET SIZE, BY NUTRIENT MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 250. GLOBAL SMART FARMING MARKET SIZE, BY NUTRIENT MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 251. GLOBAL SMART FARMING MARKET SIZE, BY NUTRIENT MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 252. GLOBAL SMART FARMING MARKET SIZE, BY NUTRIENT MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 253. GLOBAL SMART FARMING MARKET SIZE, BY NUTRIENT MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 254. GLOBAL SMART FARMING MARKET SIZE, BY NUTRIENT MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 255. GLOBAL SMART FARMING MARKET SIZE, BY FARM SIZE, 2018-2024 (USD MILLION)
  • TABLE 256. GLOBAL SMART FARMING MARKET SIZE, BY FARM SIZE, 2025-2032 (USD MILLION)
  • TABLE 257. GLOBAL SMART FARMING MARKET SIZE, BY LARGE FARMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 258. GLOBAL SMART FARMING MARKET SIZE, BY LARGE FARMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 259. GLOBAL SMART FARMING MARKET SIZE, BY LARGE FARMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 260. GLOBAL SMART FARMING MARKET SIZE, BY LARGE FARMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 261. GLOBAL SMART FARMING MARKET SIZE, BY LARGE FARMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 262. GLOBAL SMART FARMING MARKET SIZE, BY LARGE FARMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 263. GLOBAL SMART FARMING MARKET SIZE, BY MEDIUM FARMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 264. GLOBAL SMART FARMING MARKET SIZE, BY MEDIUM FARMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 265. GLOBAL SMART FARMING MARKET SIZE, BY MEDIUM FARMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 266. GLOBAL SMART FARMING MARKET SIZE, BY MEDIUM FARMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 267. GLOBAL SMART FARMING MARKET SIZE, BY MEDIUM FARMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 268. GLOBAL SMART FARMING MARKET SIZE, BY MEDIUM FARMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 269. GLOBAL SMART FARMING MARKET SIZE, BY SMALL FARMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 270. GLOBAL SMART FARMING MARKET SIZE, BY SMALL FARMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 271. GLOBAL SMART FARMING MARKET SIZE, BY SMALL FARMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 272. GLOBAL SMART FARMING MARKET SIZE, BY SMALL FARMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 273. GLOBAL SMART FARMING MARKET SIZE, BY SMALL FARMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 274. GLOBAL SMART FARMING MARKET SIZE, BY SMALL FARMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 275. GLOBAL SMART FARMING MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 276. GLOBAL SMART FARMING MARKET SIZE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 277. AMERICAS SMART FARMING MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 278. AMERICAS SMART FARMING MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 279. AMERICAS SMART FARMING MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 280. AMERICAS SMART FARMING MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 281. AMERICAS SMART FARMING MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 282. AMERICAS SMART FARMING MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 283. AMERICAS SMART FARMING MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 284. AMERICAS SMART FARMING MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 285. AMERICAS SMART FARMING MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 286. AMERICAS SMART FARMING MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 287. AMERICAS SMART FARMING MARKET SIZE, BY CROP TYPE, 2018-2024 (USD MILLION)
  • TABLE 288. AMERICAS SMART FARMING MARKET SIZE, BY CROP TYPE, 2025-2032 (USD MILLION)
  • TABLE 289. AMERICAS SMART FARMING MARKET SIZE, BY CEREALS & GRAINS, 2018-2024 (USD MILLION)
  • TABLE 290. AMERICAS SMART FARMING MARKET SIZE, BY CEREALS & GRAINS, 2025-2032 (USD MILLION)
  • TABLE 291. AMERICAS SMART FARMING MARKET SIZE, BY FRUITS & VEGETABLES, 2018-2024 (USD MILLION)
  • TABLE 292. AMERICAS SMART FARMING MARKET SIZE, BY FRUITS & VEGETABLES, 2025-2032 (USD MILLION)
  • TABLE 293. AMERICAS SMART FARMING MARKET SIZE, BY OILSEEDS & PULSES, 2018-2024 (USD MILLION)
  • TABLE 294. AMERICAS SMART FARMING MARKET SIZE, BY OILSEEDS & PULSES, 2025-2032 (USD MILLION)
  • TABLE 295. AMERICAS SMART FARMING MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 296. AMERICAS SMART FARMING MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 297. AMERICAS SMART FARMING MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
  • TABLE 298. AMERICAS SMART FARMING MARKET SIZE, BY CROP MONITORING, 2025-2032 (USD MILLION)
  • TABLE 299. AMERICAS SMART FARMING MARKET SIZE, BY GREENHOUSE MONITORING, 2018-2024 (USD MILLION)
  • TABLE 300. AMERICAS SMART FARMING MARKET SIZE, BY GREENHOUSE MONITORING, 2025-2032 (USD MILLION)
  • TABLE 301. AMERICAS SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 302. AMERICAS SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 303. AMERICAS SMART FARMING MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 304. AMERICAS SMART FARMING MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 305. AMERICAS SMART FARMING MARKET SIZE, BY SOIL MONITORING, 2018-2024 (USD MILLION)
  • TABLE 306. AMERICAS SMART FARMING MARKET SIZE, BY SOIL MONITORING, 2025-2032 (USD MILLION)
  • TABLE 307. AMERICAS SMART FARMING MARKET SIZE, BY FARM SIZE, 2018-2024 (USD MILLION)
  • TABLE 308. AMERICAS SMART FARMING MARKET SIZE, BY FARM SIZE, 2025-2032 (USD MILLION)
  • TABLE 309. NORTH AMERICA SMART FARMING MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 310. NORTH AMERICA SMART FARMING MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 311. NORTH AMERICA SMART FARMING MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 312. NORTH AMERICA SMART FARMING MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 313. NORTH AMERICA SMART FARMING MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 314. NORTH AMERICA SMART FARMING MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 315. NORTH AMERICA SMART FARMING MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
  • TABLE 316. NORTH AMERICA SMART FARMING MARKET SIZE, BY SERVICES, 2025-2032 (USD MILLION)
  • TABLE 317. NORTH AMERICA SMART FARMING MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 318. NORTH AMERICA SMART FARMING MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 319. NORTH AMERICA SMART FARMING MARKET SIZE, BY CROP TYPE, 2018-2024 (USD MILLION)
  • TABLE 320. NORTH AMERICA SMART FARMING MARKET SIZE, BY CROP TYPE, 2025-2032 (USD MILLION)
  • TABLE 321. NORTH AMERICA SMART FARMING MARKET SIZE, BY CEREALS & GRAINS, 2018-2024 (USD MILLION)
  • TABLE 322. NORTH AMERICA SMART FARMING MARKET SIZE, BY CEREALS & GRAINS, 2025-2032 (USD MILLION)
  • TABLE 323. NORTH AMERICA SMART FARMING MARKET SIZE, BY FRUITS & VEGETABLES, 2018-2024 (USD MILLION)
  • TABLE 324. NORTH AMERICA SMART FARMING MARKET SIZE, BY FRUITS & VEGETABLES, 2025-2032 (USD MILLION)
  • TABLE 325. NORTH AMERICA SMART FARMING MARKET SIZE, BY OILSEEDS & PULSES, 2018-2024 (USD MILLION)
  • TABLE 326. NORTH AMERICA SMART FARMING MARKET SIZE, BY OILSEEDS & PULSES, 2025-2032 (USD MILLION)
  • TABLE 327. NORTH AMERICA SMART FARMING MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 328. NORTH AMERICA SMART FARMING MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 329. NORTH AMERICA SMART FARMING MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
  • TABLE 330. NORTH AMERICA SMART FARMING MARKET SIZE, BY CROP MONITORING, 2025-2032 (USD MILLION)
  • TABLE 331. NORTH AMERICA SMART FARMING MARKET SIZE, BY GREENHOUSE MONITORING, 2018-2024 (USD MILLION)
  • TABLE 332. NORTH AMERICA SMART FARMING MARKET SIZE, BY GREENHOUSE MONITORING, 2025-2032 (USD MILLION)
  • TABLE 333. NORTH AMERICA SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 334. NORTH AMERICA SMART FARMING MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 335. NORTH AMERICA SMART FARMING MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 336. NORTH AMERICA SMART FARMING MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 337. NORTH AMERICA SMART FARMING MARKET SIZE, BY SOIL MONITORING, 2018-2024 (USD MILLION)
  • TABLE 338. NORTH AMERICA SMART FARMING MARKET SIZE, BY SOIL MONITORING, 2025-2032 (USD MILLION)
  • TABLE 339. NORTH AMERICA SMART FARMING MARKET SIZE, BY FARM SIZE, 2018-2024 (USD MILLION)
  • TABLE 340. NORTH AMERICA SMART FARMING MARKET SIZE, BY FARM SIZE, 2025-2032 (USD MILLION)
  • TABLE 341. LATIN AMERICA SMART FARMING MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 342. LATIN AMERICA SMART FARMING MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 343. LATIN AMERICA SMART FARMING MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 344. LATIN AMERICA SMART FARMING MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 345. LATIN AMERICA SMART FARMING MARKET SIZE, BY HARDWAR