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市场调查报告书
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1832432

农业感测器市场按产品、感测器类型、连接类型、应用、最终用户和部署模式划分 - 全球预测，2025-2032

Agriculture Sensors Market by Offering, Sensor Type, Connectivity Type, Application, End User, Deployment Mode - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 195 Pages | 商品交期: 最快1-2个工作天内

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预计到 2032 年农业感测器市场将成长到 38.6 亿美元，复合年增长率为 14.14%。

主要市场统计数据
基准年2024年 13.4亿美元
预计2025年 15.3亿美元
预测年份：2032年 38.6亿美元
复合年增长率（%） 14.14%

简要说明不断发展的农业感测器生态系统，以及为什么综合感测能力正在成为现代农业决策的基础

农业感测器领域正处于传统农业实践与快速数位转型的交汇点，感测器主导的可视化正在重新定义从农场到餐桌的整个生产过程中的营运决策。如今，感测器技术能够提供持续的环境、土壤和作物资料流，从而能够应对气候变迁和资源限制。许多种植者和农业相关企业不再将感测器视为实验性的添加物，而是将感测技术融入日常工作流程中，以改善作物健康、提高用水效率并提升投入应用的准确性。低功耗电子技术、微型感测化学技术以及更易于存取的分析平台的进步推动了这一转变，这些平台将远端检测遥测数据转化为指导方案。

儘管势头强劲，但采用路径因地区和产品类型而异，并受基础设施、资本可用性和数位素养的影响。许多营运正在将控制器、网关和感测器模组等硬体组件与咨询和安装服务配对，以加快部署并降低整合风险。同时，专为分析和装置管理而设计的软体系统日趋成熟，以支援多感测器资料集和可互通的标准。由此形成了一个充满活力的生态系统，其中供应商、系统整合商和最终用户必须在互通性、资料管治和价值实现方面保持一致。因此，领导者必须平衡技术可行性、营运变更管理和商业模式，才能从感测器投资中获得长期价值。

感测精度、混合连结模型和综合分析的进步如何重塑农业的部署策略和营运价值

在技​​术创新、营运优先级变化和供应链动态演变的推动下，农业感测器领域正在经历一场变革。感测器的精度和能源效率已显着提升，降低了许多部署的总体拥有成本，并扩大了对田间、温室环境和畜牧设施的覆盖范围。影像处理的进步，尤其是无人机和塔式系统，正在提高作物压力检测的空间分辨率，而营养感测器和电导率测量工具则使更细緻的土壤管理成为可能。同时，软体的复杂程度也正在从描述性仪表板发展到支援异常检测、警报和规范建议的分析平台。

连接选项日益多样化，既包括用于可靠性关键节点的有线标准（例如乙太网路和RS-485），也包括用于广域低功耗部署的无线物联网通讯协定（例如蓝牙、LoRaWAN、NB-IoT和ZigBee）。这种连接选项的组合正在推动部署架构向混合模式转变，该模式将边缘运算（用于延迟敏感控制）与云端基础的分析（用于跨农场基准测试）相结合。灌溉管理和精密农业正在从试点阶段转向关键营运功能，而温室自动化和牲畜监控正在显着改善资源效率和动物福利。这些转变共同推动了对整合解决方案的需求，这些解决方案将硬体、服务和软体融为一体，最大限度地减少整合摩擦，并加快实现营运效益的时间。

2025年美国关税调整及其对农业感测器领域供应链弹性、筹资策略和产品架构选择的影响

2025年美国实施的关税和贸易措施为农业感测器生态系统带来了新的复杂性，影响了供应链、筹资策略和产品架构决策。对关键电子元件、进口感测器模组和成品设备征收的关税增加了一些依赖硬体的解决方案的到岸成本，促使买家和供应商重新评估其供应商组合和采购区域。为此，一些製造商加快了组装业务的本地化，并在贸易条件更有利的地区寻找替代零件供应商。这些策略调整旨在保持竞争力，同时最大限度地降低关税波动的影响。

除了直接成本增加之外，关税还影响了产品蓝图和供应商伙伴关係。一些公司优先考虑模组化设计，以便无需彻底重新设计即可替换受关税影响的组件，而其他公司则强调以软体为中心的差异化，以抵消硬体利润压力。与整合商和服务提供者重新协商合约条款，以分担风险并延长前置作业时间。对买家来说，随着总到岸成本分析的扩大，包括关税、物流变化和库存维修成本的影响，采购週期延长。此外，关税加速了人们对无线和边缘中心架构的兴趣，透过使用商用电脑实现本地边缘处理，减少了对进口网关硬体的依赖。虽然政策制定者和产业联盟透过有针对性的对话来确定农业技术的豁免并澄清感测器产品的分类，但这一事件凸显了感测器价值链对宏观贸易动态的敏感性以及供应链弹性在技术规划中的重要性。

清晰的基于细分的洞察解释了产品类型、感测器模式、连接选择、应用程式、最终用户和部署模式如何决定路径和供应商差异化

细分洞察揭示了技术和商业类别如何影响农业用例的采用路径和供应商关注点。硬体涵盖控制器、网关和感测器模组；服务包括咨询和安装/维护，以减少整合摩擦；软体包括分析平台以及编配分散式感测资产的设备管理平台。这三位一体强调，硬体功能必须由支援服务主导的变更管理和可扩展营运的软体来补充。

感测器类型种类繁多，从成像感测器到营养感测器、光学感测器、pH 探头、土壤湿度感测器以及温湿度感测器，应有尽有。成像应用分为无人机搭载、卫星搭载和塔式搭载，具有不同的空间和时间解析度。以 EC 和 NPK 感测器为代表的营养感测技术可为施肥策略提供资讯。温湿度感测器又分为湿度感测器和温度感测器，它们在温室气候控制和作物疾病防治中发挥重要作用。

连接类型是关键的细分轴心，乙太网路和 RS-485 等有线选项可提供与关键任务节点的可靠连接，而蓝牙、LoRaWAN、NB-IoT 和 ZigBee 等无线物联网通讯协定则支援低功耗、广域远端检测。应用细分涵盖作物监测、温室自动化、灌溉管理、牲畜监测和精密农业，每种应用都有其细微的用途。作物监测包括远端监测和目视检查工作流程，温室自动化分为气候控制和照明管理，牲畜监测区分行为追踪和健康监测，精密农业包括变数速率应用和产量测绘。最终用户范围从农产品和农民到政府和研究机构，反映了不同的采购週期和采购理念。最后，部署细分区分了云端和本地部署方法。云端实施可以是公有的或私有的，而本地部署策略通常包含边缘运算，以解决延迟和资料主权问题。这些细分明确了市场路线、整合优先顺序以及供应商必须向每个买家群体阐明的差异化价值提案。

细緻的区域分析展示了美洲、欧洲、中东和非洲以及亚太地区的动态将如何影响采用模式、监管影响以及供应商的上市方式

区域动态对整个农业感测器生态系统的技术采用节奏、供应商策略和整合模式有重大影响。在美洲，投资往往集中在精密农业、灌溉管理以及由先进影像处理和可变速率灌溉功能支援的大规模作物监测领域。该地区注重与现有农业机械的互通性以及与商品交易和供应链系统的集成，从而形成了注重扩充性和跨大地域性能的商业模式。

欧洲、中东和非洲的法律规范、水资源短缺以及农场规模差异，造成了需求结构差异。温室自动化和牲畜监控在集约化园艺和酪农生产地区尤为突出，奖励主导加速一些国家采用节水节肥技术。这些地区还优先考虑资料隐私和跨境互通性标准，并支援部署私有云端和边缘运算。

在亚太地区，政府现代化计画、高价值园艺以及私营部门日益壮大的数位化努力，正在推动一些国家快速采用该技术。在某些市场，紧凑型农场规模正在推动解决方案朝向经济高效的感测器模组和低功耗无线通讯协定发展，而基础设施丰富的地区则正在采用更高频宽的成像解决方案。不同地区拥有不同的供应链和本地服务生态系统，决定了供应商是采用直销、通路伙伴关係或服务主导模式取得成功。总体而言，地区差异不仅将决定感测器类型和连接组合，还将决定哪种商业性方式将获得最大的吸引力。

领先的供应商策略如何结合硬体稳健性、卓越服务和软体编配来创建整合的农业感测器解决方案和竞争差异化

农业感测器领域主要企业的动态反映了专业化和生态系统编配的融合，其中成熟的行业参与者、专业的感测器专家和软体优先的公司各自发挥互补的作用。一些公司专注于高效能硬体组件，例如高精度控制器、网关和感测器模组，并投资于加固和校准流程以满足现场条件。其他公司则透过提供咨询、安装和维护套餐等服务来减轻农民的营运负担并促进可靠的数据收集，从而实现差异化。同时，以软体为中心的供应商正在建立分析平台和设备管理系统，以整合不同的数据集并透过自动化设备编配实现可扩展性。

伙伴关係与收购活动通常以填补能力缺口为中心。硬体公司寻求强大的分析能力，软体供应商获取感测专业知识，服务供应商则为温室气候控製或牲畜健康监测等特定应用整合承包解决方案。供应商的策略越来越重视开放API和遵守互通性标准，以简化与农场管理系统和第三方分析工具的整合。客户成功和现场支援能力是关键的差异化因素，尤其是在结合云端和边缘架构的部署中。最后，主要企业展现出在产品工程、供应链管理和客户赋能方面的卓越能力，能够将技术承诺转化为最终用户的营运成果。

领导者可以采取切实可行的策略性倡议，以提高产品模组化、服务主导的采用、混合连接和供应链弹性，以实现可扩展的感测器部署

为了充分发挥感测器主导农业的潜力，产业领导者应制定一系列切实可行的策略，将技术能力与营运实际结合。首先，应专注于支援组件替换和逐步升级的模组化产品架构。其次，应投资于将咨询与安装和维护相结合的服务模式，以缩短获取可靠数据的时间并提高设备的长期运转率。第三，应优先考虑软体互通性和设备管理功能，以便以最少的客製化整合实现多供应商资产的集中管理。

此外，我们将提供混合解决方案，以丰富我们的连接方式。这些解决方案利用关键节点的有线可靠性和分散式感测器层的无线物联网通讯协定，并辅以边缘运算来管理对延迟敏感的控制迴路。我们将透过多源采购、区域组装和策略性库存缓衝来增强供应链的弹性，以缓解关税和物流衝击。我们将积极与政策制定者和标准组织合作，明确产品分类，并倡导对农业技术给予优惠。最后，我们将建立符合买方经济状况的商业模式，提供基于绩效的定价、试点到规模化专案以及捆绑服务协议，降低感知采用风险，并加速从试点到企业部署的过渡。透过有计划地实施这些行动，企业可以将其技术能力转化为永续的商业性优势。

对调查方法的透明解释，该方法结合了供应商访谈、现场评估和技术评论

本研究整合了主要和次要研究，结合了供应商访谈、技术评估和现场用例评估，对农业感测器领域进行了结构化分析。主要资料收集包括与不同地区的产品负责人、整合商和最终用户的对话，以了解营运限制、采购原理和部署经验。这些定性研究也辅以对感测器模式、连接通讯协定和软体平台的技术评估，以评估互通性、校准需求以及边缘到云端的整合模式。

二次研究系统地回顾了行业出版物、法规更新、标准文件和供应商技术规范，以支持一次研究的结果并确定技术成熟度的趋势。数据整合优先考虑跨来源的三角测量，强调技术选择的营运影响，而非假设的性能声明。调查方法刻意强调实践相关性，将细分视角（感测器类型、连接性、应用、最终用户和部署形式）与区域部署实际情况结合。透过敏感性检查和后续访谈，探讨了治疗局限性，包括部署规模的差异、供应商快速的创新週期以及区域监管处理。最终的框架支持切实可行的见解，同时认识到该领域的动态特性。

简洁的结论概述了整合感测器解决方案、周到的服务模式和供应链敏捷性将如何决定在不同农业环境中的成功采用

摘要，农业感测器正在从单独的试点技术发展成为支援现代农学决策的整合基础设施。感测器模式、连接通讯协定和分析能力的进步为提高资源效率、作物品质和营运弹性创造了机会。然而，要实现这些优势，需要仔细注意整合、服务模式和供应链设计。关税趋势和地区差异进一步增加了应用的复杂性，迫使供应商和买家采用灵活的筹资策略和模组化架构，以适应不断变化的贸易和法规环境。

展望未来，最有可能取得成功的组织将是那些将强大的硬体设计与卓越的服务和扩充性的软体编配结合的组织。他们将投资于混合连接以及边缘和云端的平衡，促进互通性，并商业性提案与种植者和机构买家的经济现实保持一致。这样做将有助于将感测数据转化为有意义的决策，从而提高各种农业环境下的生产力和永续性。最终，广泛采用感测器的道路将是一条务实且渐进的道路，由可证明的营运效益驱动，并以周到的经营模式为支撑，从而减少采用阻力。

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

  • 透过整合基于物联网的土壤湿度感测器和人工智慧驱动的预测分析实现精准灌溉管理
  • 利用无人机搭载的频谱和高光谱遥测感测器进行即时作物健康监测和产量优化
  • 开发支援区块链的感测器网络，以确保农业供应链的可追溯性和数据完整性
  • 部署 LPWAN 连接的环境感测器阵列，实现可扩展且经济高效的农场数据收集
  • 穿戴式动物生物感测器，用于即时监测牲畜健康和压力指标
  • 农场内分散式感测器资料处理和决策的边缘运算架构的进步
  • 将无人机热成像感测器与自动灌溉控制结合，实现有针对性的节水
  • 实现具有能源采集功能的太阳能感测器节点，用于永续的远端现场监测

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：农业感测器市场（按产品类型）

  • 硬体
    • 控制器
    • 闸道
    • 感测器模组
  • 服务
    • 咨询
    • 安装和维护
  • 软体
    • 分析平台
    • 设备管理平台

9. 农业感测器市场（按感测器类型）

  • 影像学
    • 无人机安装
    • 卫星
    • 塔式安装
  • 营养感测器
    • EC感测器
    • NPK感测器
  • 光学
  • pH
  • 土壤湿度
  • 温度和湿度
    • 湿度感测器
    • 温度感测器

第 10 章农业感测器市场（按连接类型）

  • 有线
    • 乙太网路
    • RS-485
  • 无线物联网
    • Bluetooth
    • LoRaWAN
    • NB-IoT
    • ZigBee

第 11 章农业感测器市场（按应用）

  • 作物监测
    • 远端监控
    • 目视检查
  • 温室自动化
    • 气候控制
    • 照明管理
  • 灌溉管理
  • 牲畜监控
    • 行为监控
    • 健康监测
  • 精密农业
    • 变数施肥
    • 产量图

第 12 章。农业感测器市场（按最终用户）

  • 农业业务
  • 农民
  • 政府
  • 研究所

第 13 章农业感测器市场（按部署模式）

  • 云
    • 私有云端
    • 公共云端
  • 本地部署
    • 边缘运算

第 14 章。按地区分類的农业感测器市场

  • 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 15 章农业感测器市场（按类别）

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

第 16 章。按国家/地区分類的农业感测器市场

  • 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

第十七章竞争格局

  • 2024年市占率分析
  • 2024年FPNV定位矩阵
  • 竞争分析
    • Deere & Company
    • Trimble Inc.
    • CNH Industrial NV
    • AGCO Corporation
    • Hexagon AB
    • Topcon Corporation
    • Kubota Corporation
    • TE Connectivity Ltd.
    • Omron Corporation
    • Sensata Technologies, Inc.
Product Code: MRR-431B7BFFBF47

The Agriculture Sensors Market is projected to grow by USD 3.86 billion at a CAGR of 14.14% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 1.34 billion
Estimated Year [2025] USD 1.53 billion
Forecast Year [2032] USD 3.86 billion
CAGR (%) 14.14%

A concise orientation to the evolving agriculture sensor ecosystem and why integrated sensing capabilities are becoming foundational to modern agronomic decision making

The agriculture sensor landscape sits at the intersection of legacy farming practices and rapid digital transformation, where sensor-driven visibility is redefining operational decisions across the farm-to-fork continuum. Sensor technologies now provide continuous streams of environmental, soil, and crop data that enable responsiveness to climatic variability and resource constraints. Many growers and agribusinesses no longer treat sensors as experimental add-ons; instead, they integrate sensing into everyday workflows to improve crop health, water efficiency, and input application precision. This transition is underpinned by advances in low-power electronics, miniaturized sensing chemistries, and more accessible analytics platforms that turn raw telemetry into prescriptive guidance.

Despite momentum, adoption pathways are uneven across regions and commodity types, influenced by infrastructure, capital availability, and digital literacy. In many operations, hardware components such as controllers, gateways, and sensor modules are being combined with consulting and installation services to accelerate deployment and reduce integration risk. Concurrently, software systems designed for analytics and device management are maturing to support multi-sensor datasets and interoperable standards. The result is a dynamic ecosystem where vendors, systems integrators, and end users must align on interoperability, data governance, and value realization. As a consequence, leaders must balance technical feasibility, operational change management, and commercial models to capture long-term value from sensor investments.

How advances in sensing accuracy, hybrid connectivity models, and integrated analytics are collectively reshaping deployment strategies and operational value in agriculture

The landscape for agriculture sensors is undergoing transformative shifts driven by technological innovation, changing operational priorities, and evolving supply chain dynamics. Sensor accuracy and energy efficiency have improved significantly, reducing the total cost of ownership for many deployments and enabling broader coverage across fields, greenhouse environments, and livestock facilities. Advances in imaging-particularly drone-mounted and tower-mounted systems-are enhancing spatial resolution for crop stress detection, while nutrient sensors and electrical conductivity measurement tools are enabling more nuanced soil management. In parallel, software sophistication has advanced from descriptive dashboards to analytics platforms that support anomaly detection, alerting, and prescriptive recommendations.

Connectivity has diversified to include both wired standards such as Ethernet and RS-485 for reliability-sensitive nodes and wireless IoT protocols like Bluetooth, LoRaWAN, NB-IoT, and ZigBee for wide-area, low-power deployments. This mix of connectivity choices is shifting deployment architectures toward hybrid models that combine edge computing for latency-sensitive control with cloud-based analytics for cross-farm benchmarking. Application requirements are also shifting; irrigation management and precision farming are moving from pilots to integral operational capabilities, while greenhouse automation and livestock monitoring are realizing measurable improvements in resource efficiency and animal welfare. Collectively, these shifts drive a need for integrated solutions that combine hardware, services, and software into cohesive offerings that minimize integration friction and accelerate time to operational impact.

The 2025 United States tariff adjustments and their ripple effects on supply chain resilience, sourcing strategies, and product architecture choices within the agriculture sensor sector

The imposition of tariffs and trade measures in the United States in 2025 introduced a fresh layer of complexity for the agriculture sensor ecosystem, influencing supply chains, procurement strategies, and product architecture decisions. Tariffs on key electronic components, imported sensor modules, and finished devices increased landed costs for some hardware-dependent solutions, encouraging buyers and vendors to reassess supplier portfolios and sourcing geographies. In response, several manufacturers accelerated localization of assembly operations and sought alternative component suppliers in regions with more favorable trade terms. These strategic adjustments aimed to preserve competitiveness while minimizing exposure to tariff volatility.

Beyond direct cost increases, tariffs affected product roadmaps and vendor partnerships. Some firms prioritized modular designs that allowed substitution of tariff-affected components without a full redesign, while others emphasized software-centric differentiation to offset hardware margin pressures. Contractual terms with integrators and service providers were renegotiated to share risk and accommodate longer lead times. For buyers, procurement cycles lengthened as total landed cost analysis expanded to include duty impacts, logistics variability, and inventory carrying costs. In addition, tariffs accelerated interest in wireless and edge-centric architectures that reduce dependence on imported gateway hardware by enabling local edge processing with commodity compute. Policymakers and industry coalitions responded with targeted dialogues to identify exemptions for agricultural technologies and to clarify classification of sensor products, but the episode underscored the sensitivity of the sensor value chain to macro trade dynamics and the importance of supply chain resilience in technology planning.

Clear segmentation-driven insights that explain how offering types, sensor modalities, connectivity choices, applications, end users, and deployment modes determine adoption pathways and vendor differentiation

Segmentation insights reveal how distinct technology and commercial categories shape adoption pathways and vendor focus across agricultural use cases. Based on offering, market participants organize into hardware, service, and software streams where hardware spans controllers, gateways, and sensor modules; services include consulting and installation and maintenance that lower integration friction; and software encompasses analytics platforms alongside device management platforms that orchestrate distributed sensing estates. This triad emphasizes that hardware performance must be complemented by service-led change management and software that enables scalable operations.

Examining sensor type shows a spectrum from imaging to nutrient sensors, optical sensors, pH probes, soil moisture, and temperature and humidity devices. Imaging applications break down into drone-mounted, satellite, and tower-mounted implementations that offer differing spatial and temporal resolution. Nutrient sensing is represented by EC sensors and NPK sensors that inform fertilization strategies, while temperature and humidity categories differentiate between humidity sensors and temperature sensors, which play crucial roles in greenhouse climate control and crop disease mitigation.

Connectivity type is a pivotal segmentation axis with wired options such as Ethernet and RS-485 providing dependable links for mission-critical nodes, and wireless IoT protocols such as Bluetooth, LoRaWAN, NB-IoT, and ZigBee enabling low-power, wide-area telemetry. Application segmentation spans crop monitoring, greenhouse automation, irrigation management, livestock monitoring, and precision farming, each with nuanced sub-uses: crop monitoring includes remote monitoring and visual inspection workflows; greenhouse automation splits into climate control and lighting management; livestock monitoring differentiates behavior tracking from health monitoring; and precision farming involves variable rate application and yield mapping. End users range from agribusiness and farmers to government and research institutes, reflecting diverse buying cycles and procurement rationales. Finally, deployment mode segmentation differentiates cloud and on-premise approaches, where cloud implementations may be public or private and on-premise strategies increasingly incorporate edge computing to address latency and data sovereignty concerns. Together, these segmentation lenses clarify routes to market, integration priorities, and the differentiated value propositions that vendors must articulate to distinct buyer cohorts.

A nuanced regional analysis showing how Americas, Europe Middle East & Africa, and Asia-Pacific dynamics shape adoption models, regulatory impacts, and vendor go-to-market approaches

Regional dynamics materially influence technology adoption rhythms, vendor strategies, and integration patterns across the agriculture sensor ecosystem. In the Americas, investments tend to concentrate on precision farming, irrigation management, and large-scale crop monitoring enabled by advanced imaging and variable rate application capabilities. This region emphasizes interoperability with existing farm machinery and integration with commodity trading and supply chain systems, leading to commercial models that highlight scalability and performance under expansive geographies.

Within Europe, Middle East & Africa, regulatory frameworks, water scarcity, and varied farm sizes create heterogeneous demand profiles. Greenhouse automation and livestock monitoring are particularly prominent in areas with intensive horticulture and dairy production, while policy-driven incentives in some countries accelerate adoption of nutrient- and water-saving technologies. The region also prioritizes data privacy and cross-border interoperability standards, shaping preferences for private cloud and edge compute deployments.

Asia-Pacific exhibits rapid uptake in selective countries due to a combination of government modernization programs, high-value horticulture, and growing private sector digitization efforts. Compact farm sizes in certain markets steer solutions toward cost-efficient sensor modules and low-power wireless protocols, while infrastructure-rich areas adopt higher-bandwidth imaging solutions. Across regions, supply chain considerations and local service ecosystems determine whether vendors succeed through direct sales, channel partnerships, or service-led models. Overall, regional nuance dictates not only the mix of sensor types and connectivity but also the commercial approaches that achieve the greatest traction.

How leading vendor strategies combine hardware robustness, service excellence, and software orchestration to create integrated agriculture sensor solutions and competitive differentiation

Key company dynamics in the agriculture sensor field reflect a blend of specialization and ecosystem orchestration, where established industrial players, focused sensor specialists, and software-first firms each play complementary roles. Some companies concentrate on high-performance hardware components such as precision controllers, gateways, and sensor modules, investing in ruggedization and calibration processes to meet field conditions. Others differentiate through services, offering consulting and installation and maintenance packages that reduce the operational burden for growers and accelerate reliable data capture. Meanwhile, software-centric vendors build analytics platforms and device management systems that synthesize heterogeneous datasets and enable scale through automated device orchestration.

Partnerships and acquisition activity often center on closing capability gaps: hardware firms seek robust analytics, software vendors acquire sensing expertise, and service providers integrate turn-key solutions for specific applications such as greenhouse climate control or livestock health monitoring. Vendor strategies increasingly prioritize open APIs and adherence to interoperability standards to facilitate integration with farm management systems and third-party analytics tools. Customer success and field support capabilities become major differentiators, particularly in deployments that combine cloud and edge architectures. Ultimately, leading companies demonstrate proficiency across product engineering, supply chain management, and customer enablement to convert technical promise into operational outcomes for end users.

Practical strategic moves leaders can implement to improve product modularity, service-led adoption, hybrid connectivity, and supply chain resilience for scalable sensor deployments

To capture the full potential of sensor-driven agriculture, industry leaders should pursue a set of actionable strategies that align technology capabilities with operational realities. First, focus on modular product architectures that support component substitution and phased upgrades; this reduces risk from supply chain disruptions and permits customers to incrementally scale without wholesale replacements. Second, invest in service models that combine consulting with installation and maintenance, thereby shortening time to reliable data and improving long-term device uptime. Third, prioritize software interoperability and device management capabilities so that multi-vendor estates can be centralized and managed with minimal custom integration.

Additionally, diversify connectivity approaches by offering hybrid solutions that leverage wired reliability for critical nodes and wireless IoT protocols for distributed sensor layers, complemented by edge computing to manage latency-sensitive control loops. Strengthen supply chain resilience through multi-sourcing, regional assembly, and strategic inventory buffers to mitigate tariff and logistics shocks. Engage proactively with policymakers and standards bodies to clarify product classification and to advocate for favorable treatment of agricultural technologies. Finally, align commercial models to buyer economics by offering outcome-based pricing, pilot-to-scale programs, and bundled service agreements that lower perceived adoption risk and accelerate conversion from pilot to enterprise deployments. Executed deliberately, these actions will allow organizations to translate technological capabilities into sustainable commercial advantage.

A transparent explanation of the research approach combining vendor interviews, field assessments, and technical reviews to produce actionable insights while acknowledging methodological constraints

This research synthesized primary and secondary inputs to produce a structured analysis of the agriculture sensor landscape, combining vendor interviews, technology assessments, and field-level use case evaluation. Primary data collection included conversations with product leaders, integrators, and end users across diverse geographies to capture operational constraints, procurement rationales, and deployment experiences. These qualitative engagements were complemented by technical reviews of sensor modalities, connectivity protocols, and software platforms to assess interoperability, calibration needs, and edge-cloud integration patterns.

Secondary research involved a systematic review of industry publications, regulatory updates, standards documentation, and supplier technical specifications to corroborate primary findings and to identify technology maturity trends. Data synthesis prioritized triangulation across sources and stressed the operational implications of technology choices rather than hypothetical performance claims. The methodological approach intentionally emphasized practical relevance by mapping segmentation lenses-offering, sensor type, connectivity, application, end user, and deployment mode-against regional deployment realities. Limitations include variability in deployment scale, rapid vendor innovation cycles, and differences in local regulatory treatment, which were addressed through sensitivity checks and follow-up interviews. The resulting framework supports actionable insight while acknowledging the dynamic nature of the sector.

A concise conclusion that synthesizes how integrated sensor solutions, thoughtful service models, and supply chain agility will determine successful adoption across diverse agricultural contexts

In summary, agriculture sensors are progressing from discrete pilot technologies toward integrated infrastructure that underpins modern agronomic decision-making. Advances across sensor modalities, connectivity protocols, and analytics capabilities create opportunities to improve resource efficiency, crop quality, and operational resilience. However, realizing these benefits requires attention to integration, service models, and supply chain design. Tariff dynamics and regional differences further complicate adoption, compelling vendors and buyers to adopt flexible sourcing strategies and modular architectures that accommodate shifting trade and regulatory environments.

Looking forward, the organizations best positioned to lead are those that combine robust hardware design with service excellence and scalable software orchestration. They will invest in hybrid connectivity and edge-cloud balance, promote interoperability, and align commercial offerings to the economic realities of growers and institutional buyers. By doing so, they can convert sensing data into meaningful decisions that improve productivity and sustainability across varied agricultural contexts. Ultimately, the path to widespread sensor adoption is practical and incremental, driven by demonstrable operational benefits and supported by thoughtful business models that lower adoption friction.

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 IoT-based soil moisture sensors with AI-driven predictive analytics for precision irrigation management
  • 5.2. Adoption of UAV-mounted multispectral and hyperspectral sensors for real-time crop health monitoring and yield optimization
  • 5.3. Development of blockchain-enabled sensor networks ensuring traceability and data integrity in agricultural supply chains
  • 5.4. Deployment of LPWAN-connected environmental sensor arrays for scalable and cost-effective farm data acquisition
  • 5.5. Emergence of wearable animal biosensors monitoring livestock health parameters and stress indicators in real time
  • 5.6. Advancements in edge computing architectures for decentralized on-farm sensor data processing and decision making
  • 5.7. Integration of drone-mounted thermal imaging sensors with automated irrigation controls for targeted water conservation
  • 5.8. Implementation of solar-powered sensor nodes with energy harvesting capabilities for sustainable remote field monitoring

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Agriculture Sensors Market, by Offering

  • 8.1. Hardware
    • 8.1.1. Controllers
    • 8.1.2. Gateways
    • 8.1.3. Sensor Modules
  • 8.2. Service
    • 8.2.1. Consulting
    • 8.2.2. Installation And Maintenance
  • 8.3. Software
    • 8.3.1. Analytics Platforms
    • 8.3.2. Device Management Platforms

9. Agriculture Sensors Market, by Sensor Type

  • 9.1. Imaging
    • 9.1.1. Drone-Mounted
    • 9.1.2. Satellite
    • 9.1.3. Tower-Mounted
  • 9.2. Nutrient
    • 9.2.1. EC Sensors
    • 9.2.2. NPK Sensors
  • 9.3. Optical
  • 9.4. pH
  • 9.5. Soil Moisture
  • 9.6. Temperature And Humidity
    • 9.6.1. Humidity Sensors
    • 9.6.2. Temperature Sensors

10. Agriculture Sensors Market, by Connectivity Type

  • 10.1. Wired
    • 10.1.1. Ethernet
    • 10.1.2. RS-485
  • 10.2. Wireless IoT
    • 10.2.1. Bluetooth
    • 10.2.2. LoRaWAN
    • 10.2.3. NB-IoT
    • 10.2.4. ZigBee

11. Agriculture Sensors Market, by Application

  • 11.1. Crop Monitoring
    • 11.1.1. Remote Monitoring
    • 11.1.2. Visual Inspection
  • 11.2. Greenhouse Automation
    • 11.2.1. Climate Control
    • 11.2.2. Lighting Management
  • 11.3. Irrigation Management
  • 11.4. Livestock Monitoring
    • 11.4.1. Behavior Tracking
    • 11.4.2. Health Monitoring
  • 11.5. Precision Farming
    • 11.5.1. Variable Rate Application
    • 11.5.2. Yield Mapping

12. Agriculture Sensors Market, by End User

  • 12.1. Agribusiness
  • 12.2. Farmers
  • 12.3. Government
  • 12.4. Research Institutes

13. Agriculture Sensors Market, by Deployment Mode

  • 13.1. Cloud
    • 13.1.1. Private Cloud
    • 13.1.2. Public Cloud
  • 13.2. On-Premise
    • 13.2.1. Edge Computing

14. Agriculture Sensors Market, by Region

  • 14.1. Americas
    • 14.1.1. North America
    • 14.1.2. Latin America
  • 14.2. Europe, Middle East & Africa
    • 14.2.1. Europe
    • 14.2.2. Middle East
    • 14.2.3. Africa
  • 14.3. Asia-Pacific

15. Agriculture Sensors Market, by Group

  • 15.1. ASEAN
  • 15.2. GCC
  • 15.3. European Union
  • 15.4. BRICS
  • 15.5. G7
  • 15.6. NATO

16. Agriculture Sensors Market, by Country

  • 16.1. United States
  • 16.2. Canada
  • 16.3. Mexico
  • 16.4. Brazil
  • 16.5. United Kingdom
  • 16.6. Germany
  • 16.7. France
  • 16.8. Russia
  • 16.9. Italy
  • 16.10. Spain
  • 16.11. China
  • 16.12. India
  • 16.13. Japan
  • 16.14. Australia
  • 16.15. South Korea

17. Competitive Landscape

  • 17.1. Market Share Analysis, 2024
  • 17.2. FPNV Positioning Matrix, 2024
  • 17.3. Competitive Analysis
    • 17.3.1. Deere & Company
    • 17.3.2. Trimble Inc.
    • 17.3.3. CNH Industrial N.V.
    • 17.3.4. AGCO Corporation
    • 17.3.5. Hexagon AB
    • 17.3.6. Topcon Corporation
    • 17.3.7. Kubota Corporation
    • 17.3.8. TE Connectivity Ltd.
    • 17.3.9. Omron Corporation
    • 17.3.10. Sensata Technologies, Inc.

LIST OF FIGURES

  • FIGURE 1. GLOBAL AGRICULTURE SENSORS MARKET SIZE, 2018-2032 (USD MILLION)
  • FIGURE 2. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY OFFERING, 2024 VS 2032 (%)
  • FIGURE 3. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY OFFERING, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 4. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SENSOR TYPE, 2024 VS 2032 (%)
  • FIGURE 5. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SENSOR TYPE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 6. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONNECTIVITY TYPE, 2024 VS 2032 (%)
  • FIGURE 7. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONNECTIVITY TYPE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 8. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY APPLICATION, 2024 VS 2032 (%)
  • FIGURE 9. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 10. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY END USER, 2024 VS 2032 (%)
  • FIGURE 11. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY END USER, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 12. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2032 (%)
  • FIGURE 13. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 14. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY REGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 15. AMERICAS AGRICULTURE SENSORS MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 16. NORTH AMERICA AGRICULTURE SENSORS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 17. LATIN AMERICA AGRICULTURE SENSORS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 18. EUROPE, MIDDLE EAST & AFRICA AGRICULTURE SENSORS MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 19. EUROPE AGRICULTURE SENSORS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 20. MIDDLE EAST AGRICULTURE SENSORS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 21. AFRICA AGRICULTURE SENSORS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 22. ASIA-PACIFIC AGRICULTURE SENSORS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 23. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GROUP, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 24. ASEAN AGRICULTURE SENSORS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 25. GCC AGRICULTURE SENSORS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 26. EUROPEAN UNION AGRICULTURE SENSORS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 27. BRICS AGRICULTURE SENSORS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 28. G7 AGRICULTURE SENSORS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 29. NATO AGRICULTURE SENSORS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 30. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 31. AGRICULTURE SENSORS MARKET SHARE, BY KEY PLAYER, 2024
  • FIGURE 32. AGRICULTURE SENSORS MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

  • TABLE 1. AGRICULTURE SENSORS MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL AGRICULTURE SENSORS MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL AGRICULTURE SENSORS MARKET SIZE, 2025-2032 (USD MILLION)
  • TABLE 5. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 7. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 9. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HARDWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 11. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HARDWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HARDWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 13. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HARDWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HARDWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 15. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONTROLLERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONTROLLERS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 17. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONTROLLERS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONTROLLERS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 19. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONTROLLERS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONTROLLERS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 21. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GATEWAYS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GATEWAYS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 23. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GATEWAYS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GATEWAYS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 25. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GATEWAYS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GATEWAYS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 27. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SENSOR MODULES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SENSOR MODULES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 29. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SENSOR MODULES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SENSOR MODULES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 31. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SENSOR MODULES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SENSOR MODULES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 33. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SERVICE, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SERVICE, 2025-2032 (USD MILLION)
  • TABLE 35. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SERVICE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SERVICE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 37. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SERVICE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SERVICE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 39. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SERVICE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SERVICE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 41. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONSULTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONSULTING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 43. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONSULTING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONSULTING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 45. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONSULTING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONSULTING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 47. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY INSTALLATION AND MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY INSTALLATION AND MAINTENANCE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 49. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY INSTALLATION AND MAINTENANCE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY INSTALLATION AND MAINTENANCE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 51. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY INSTALLATION AND MAINTENANCE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY INSTALLATION AND MAINTENANCE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 53. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
  • TABLE 55. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 57. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 59. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 61. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ANALYTICS PLATFORMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ANALYTICS PLATFORMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 63. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ANALYTICS PLATFORMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ANALYTICS PLATFORMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 65. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ANALYTICS PLATFORMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ANALYTICS PLATFORMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 67. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY DEVICE MANAGEMENT PLATFORMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY DEVICE MANAGEMENT PLATFORMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 69. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY DEVICE MANAGEMENT PLATFORMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY DEVICE MANAGEMENT PLATFORMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 71. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY DEVICE MANAGEMENT PLATFORMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY DEVICE MANAGEMENT PLATFORMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 73. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SENSOR TYPE, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SENSOR TYPE, 2025-2032 (USD MILLION)
  • TABLE 75. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY IMAGING, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY IMAGING, 2025-2032 (USD MILLION)
  • TABLE 77. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY IMAGING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY IMAGING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 79. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY IMAGING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY IMAGING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 81. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY IMAGING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY IMAGING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 83. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY DRONE-MOUNTED, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY DRONE-MOUNTED, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 85. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY DRONE-MOUNTED, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY DRONE-MOUNTED, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 87. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY DRONE-MOUNTED, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY DRONE-MOUNTED, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 89. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SATELLITE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SATELLITE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 91. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SATELLITE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SATELLITE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 93. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SATELLITE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SATELLITE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 95. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TOWER-MOUNTED, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TOWER-MOUNTED, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 97. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TOWER-MOUNTED, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TOWER-MOUNTED, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 99. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TOWER-MOUNTED, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TOWER-MOUNTED, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 101. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NUTRIENT, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NUTRIENT, 2025-2032 (USD MILLION)
  • TABLE 103. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NUTRIENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NUTRIENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 105. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NUTRIENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NUTRIENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 107. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NUTRIENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NUTRIENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 109. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY EC SENSORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY EC SENSORS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 111. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY EC SENSORS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY EC SENSORS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 113. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY EC SENSORS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY EC SENSORS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 115. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NPK SENSORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NPK SENSORS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 117. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NPK SENSORS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NPK SENSORS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 119. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NPK SENSORS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NPK SENSORS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 121. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY OPTICAL, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY OPTICAL, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 123. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY OPTICAL, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY OPTICAL, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 125. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY OPTICAL, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY OPTICAL, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 127. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY PH, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY PH, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 129. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY PH, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY PH, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 131. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY PH, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY PH, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 133. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SOIL MOISTURE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SOIL MOISTURE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 135. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SOIL MOISTURE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 136. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SOIL MOISTURE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 137. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SOIL MOISTURE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 138. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY SOIL MOISTURE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 139. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TEMPERATURE AND HUMIDITY, 2018-2024 (USD MILLION)
  • TABLE 140. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TEMPERATURE AND HUMIDITY, 2025-2032 (USD MILLION)
  • TABLE 141. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TEMPERATURE AND HUMIDITY, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 142. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TEMPERATURE AND HUMIDITY, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 143. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TEMPERATURE AND HUMIDITY, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 144. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TEMPERATURE AND HUMIDITY, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 145. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TEMPERATURE AND HUMIDITY, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 146. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TEMPERATURE AND HUMIDITY, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 147. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HUMIDITY SENSORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 148. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HUMIDITY SENSORS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 149. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HUMIDITY SENSORS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 150. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HUMIDITY SENSORS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 151. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HUMIDITY SENSORS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 152. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HUMIDITY SENSORS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 153. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TEMPERATURE SENSORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 154. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TEMPERATURE SENSORS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 155. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TEMPERATURE SENSORS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 156. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TEMPERATURE SENSORS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 157. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TEMPERATURE SENSORS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 158. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY TEMPERATURE SENSORS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 159. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONNECTIVITY TYPE, 2018-2024 (USD MILLION)
  • TABLE 160. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CONNECTIVITY TYPE, 2025-2032 (USD MILLION)
  • TABLE 161. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRED, 2018-2024 (USD MILLION)
  • TABLE 162. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRED, 2025-2032 (USD MILLION)
  • TABLE 163. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRED, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 164. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRED, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 165. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRED, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 166. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRED, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 167. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRED, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 168. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRED, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 169. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ETHERNET, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 170. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ETHERNET, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 171. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ETHERNET, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 172. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ETHERNET, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 173. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ETHERNET, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 174. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ETHERNET, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 175. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY RS-485, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 176. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY RS-485, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 177. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY RS-485, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 178. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY RS-485, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 179. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY RS-485, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 180. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY RS-485, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 181. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRELESS IOT, 2018-2024 (USD MILLION)
  • TABLE 182. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRELESS IOT, 2025-2032 (USD MILLION)
  • TABLE 183. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRELESS IOT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 184. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRELESS IOT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 185. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRELESS IOT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 186. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRELESS IOT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 187. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRELESS IOT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 188. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY WIRELESS IOT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 189. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY BLUETOOTH, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 190. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY BLUETOOTH, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 191. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY BLUETOOTH, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 192. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY BLUETOOTH, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 193. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY BLUETOOTH, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 194. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY BLUETOOTH, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 195. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LORAWAN, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 196. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LORAWAN, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 197. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LORAWAN, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 198. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LORAWAN, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 199. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LORAWAN, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 200. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LORAWAN, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 201. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NB-IOT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 202. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NB-IOT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 203. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NB-IOT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 204. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NB-IOT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 205. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NB-IOT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 206. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY NB-IOT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 207. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ZIGBEE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 208. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ZIGBEE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 209. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ZIGBEE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 210. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ZIGBEE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 211. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ZIGBEE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 212. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY ZIGBEE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 213. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 214. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 215. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CROP MONITORING, 2018-2024 (USD MILLION)
  • TABLE 216. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CROP MONITORING, 2025-2032 (USD MILLION)
  • TABLE 217. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CROP MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 218. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CROP MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 219. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CROP MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 220. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CROP MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 221. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CROP MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 222. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CROP MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 223. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY REMOTE MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 224. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY REMOTE MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 225. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY REMOTE MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 226. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY REMOTE MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 227. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY REMOTE MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 228. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY REMOTE MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 229. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY VISUAL INSPECTION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 230. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY VISUAL INSPECTION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 231. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY VISUAL INSPECTION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 232. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY VISUAL INSPECTION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 233. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY VISUAL INSPECTION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 234. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY VISUAL INSPECTION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 235. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GREENHOUSE AUTOMATION, 2018-2024 (USD MILLION)
  • TABLE 236. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GREENHOUSE AUTOMATION, 2025-2032 (USD MILLION)
  • TABLE 237. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GREENHOUSE AUTOMATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 238. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GREENHOUSE AUTOMATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 239. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GREENHOUSE AUTOMATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 240. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GREENHOUSE AUTOMATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 241. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GREENHOUSE AUTOMATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 242. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GREENHOUSE AUTOMATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 243. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CLIMATE CONTROL, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 244. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CLIMATE CONTROL, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 245. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CLIMATE CONTROL, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 246. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CLIMATE CONTROL, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 247. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CLIMATE CONTROL, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 248. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY CLIMATE CONTROL, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 249. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LIGHTING MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 250. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LIGHTING MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 251. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LIGHTING MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 252. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LIGHTING MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 253. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LIGHTING MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 254. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LIGHTING MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 255. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY IRRIGATION MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 256. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY IRRIGATION MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 257. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY IRRIGATION MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 258. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY IRRIGATION MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 259. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY IRRIGATION MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 260. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY IRRIGATION MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 261. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 262. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 263. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 264. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 265. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LIVESTOCK MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 266. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LIVESTOCK MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 267. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LIVESTOCK MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 268. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY LIVESTOCK MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 269. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY BEHAVIOR TRACKING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 270. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY BEHAVIOR TRACKING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 271. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY BEHAVIOR TRACKING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 272. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY BEHAVIOR TRACKING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 273. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY BEHAVIOR TRACKING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 274. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY BEHAVIOR TRACKING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 275. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HEALTH MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 276. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HEALTH MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 277. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HEALTH MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 278. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HEALTH MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 279. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HEALTH MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 280. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY HEALTH MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 281. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 282. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 283. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY PRECISION FARMING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 284. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY PRECISION FARMING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 285. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY PRECISION FARMING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 286. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY PRECISION FARMING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 287. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY PRECISION FARMING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 288. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY PRECISION FARMING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 289. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY VARIABLE RATE APPLICATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 290. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY VARIABLE RATE APPLICATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 291. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY VARIABLE RATE APPLICATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 292. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY VARIABLE RATE APPLICATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 293. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY VARIABLE RATE APPLICATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 294. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY VARIABLE RATE APPLICATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 295. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY YIELD MAPPING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 296. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY YIELD MAPPING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 297. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY YIELD MAPPING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 298. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY YIELD MAPPING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 299. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY YIELD MAPPING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 300. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY YIELD MAPPING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 301. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 302. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 303. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY AGRIBUSINESS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 304. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY AGRIBUSINESS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 305. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY AGRIBUSINESS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 306. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY AGRIBUSINESS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 307. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY AGRIBUSINESS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 308. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY AGRIBUSINESS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 309. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY FARMERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 310. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY FARMERS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 311. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY FARMERS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 312. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY FARMERS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 313. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY FARMERS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 314. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY FARMERS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 315. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 316. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GOVERNMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 317. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GOVERNMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 318. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GOVERNMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 319. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GOVERNMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 320. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY GOVERNMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 321. GLOBAL AGRICULTURE SENSORS MARKET SIZE, BY RESEARCH INSTITUTES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 322. GLO