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農業感測器市場按產品、感測器類型、連接類型、應用、最終用戶和部署模式分類 - 全球預測，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個工作天內

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預計到 2032 年農業感測器市場將成長到 38.6 億美元，複合年成長率為 14.14%。

主要市場統計數據
基準年2024年 13.4億美元
預計2025年 15.3億美元
預測年份：2032年 38.6億美元
複合年成長率（%） 14.14%

簡要說明不斷發展的農業感測器生態系統，以及為什麼綜合感測能力正在成為現代農業決策的基礎

農業感測器領域正處於傳統農業實踐與快速數位轉型的交匯點，感測器主導的可視化正在重新定義從農場到餐桌的整個生產過程中的營運決策。如今，感測器技術能夠提供持續的環境、土壤和作物資料流，從而能夠應對氣候變遷和資源限制。許多種植者和農業相關企業不再將感測器視為實驗性的添加物，而是將感測技術融入日常工作流程中，以改善作物健康、提高用水效率並提升投入應用的準確性。低功耗電子技術、微型感測化學技術以及更易於存取的分析平台的進步推動了這一轉變，這些平台將遠端檢測遙測數據轉化為指導方案。

儘管勢頭強勁，但採用路徑因地區和產品類型而異，並受基礎設施、資本可用性和數位素養的影響。許多營運正在將控制器、閘道器和感測器模組等硬體組件與諮詢和安裝服務配對，以加快部署並降低整合風險。同時，專為分析和裝置管理而設計的軟體系統日趨成熟，以支援多感測器資料集和可互通的標準。由此形成了一個充滿活力的生態系統，其中供應商、系統整合商和最終用戶必須在互通性、資料管治和價值實現方面保持一致。因此，領導者必須平衡技術可行性、營運變更管理和商業模式，才能從感測器投資中獲得長期價值。

感測精度、混合連結模型和綜合分析的進步如何重塑農業的部署策略和營運價值

在技​​術創新、營運優先級變化和供應鏈動態演變的推動下，農業感測器領域正在經歷一場變革。感測器的精度和能源效率已顯著提升，降低了許多部署的總體擁有成本，並擴大了對田間、溫室環境和畜牧設施的覆蓋範圍。影像處理的進步，尤其是無人機和塔式系統，正在提高作物壓力檢測的空間解析度，而營養感測器和電導率測量工具則使更細緻的土壤管理成為可能。同時，軟體的複雜程度也正在從描述性儀表板發展到支援異常檢測、警報和規範建議的分析平台。

連接選項日益多樣化，既包括用於可靠性關鍵節點的有線標準（例如乙太網路和RS-485），也包括用於廣域低功耗部署的無線物聯網通訊協定（例如藍牙、LoRaWAN、NB-IoT和ZigBee）。這種連接選項的組合正在推動部署架構向混合模式轉變，該模式將邊緣運算（用於延遲敏感控制）與雲端基礎的分析（用於跨農場基準測試）相結合。灌溉管理和精密農業正在從試點階段轉向關鍵營運功能，而溫室自動化和牲畜監控正在顯著改善資源效率和動物福利。這些轉變共同推動了對整合解決方案的需求，這些解決方案將硬體、服務和軟體融為一體，最大限度地減少整合摩擦，並加快實現營運效益的時間。

2025年美國關稅調整及其對農業感測器領域供應鏈彈性、籌資策略和產品架構選擇的影響

2025年美國實施的關稅和貿易措施為農業感測器生態系統帶來了新的複雜性，影響了供應鏈、籌資策略和產品架構決策。對關鍵電子元件、進口感測器模組和成品設備徵收的關稅增加了一些依賴硬體的解決方案的到岸成本，促使買家和供應商重新評估其供應商組合和採購區域。為此，一些製造商加快了組裝業務的本地化，並在貿易條件更有利的地區尋找替代零件供應商。這些策略調整旨在保持競爭力，同時最大限度地降低關稅波動的影響。

除了直接成本增加之外，關稅還影響了產品藍圖和供應商夥伴關係。一些公司優先考慮模組化設計，以便無需徹底重新設計即可替換受關稅影響的組件，而其他公司則強調以軟體為中心的差異化，以抵消硬體利潤壓力。與整合商和服務提供者重新協商合約條款，以分擔風險並延長前置作業時間。對買家來說，隨著總到岸成本分析的擴大，包括關稅、物流變化和庫存維修成本的影響，採購週期延長。此外，關稅加速了人們對無線和邊緣中心架構的興趣，透過使用商用電腦實現本地邊緣處理，減少了對進口閘道器硬體的依賴。雖然政策制定者和產業聯盟透過有針對性的對話來確定農業技術的豁免並澄清感測器產品的分類，但這一事件凸顯了感測器價值鏈對宏觀貿易動態的敏感性以及供應鏈彈性在技術規劃中的重要性。

清晰的基於細分的洞察解釋了產品類型、感測器模式、連接選擇、應用程式、最終用戶和部署模式如何決定路徑和供應商差異化

細分洞察揭示了技術和商業類別如何影響農業用例的採用路徑和供應商關注點。硬體涵蓋控制器、閘道器和感測器模組；服務包括諮詢和安裝/維護，以減少整合摩擦；軟體包括分析平台以及編配分散式感測資產的設備管理平台。這三位一體強調，硬體功能必須由支援服務主導的變更管理和可擴展營運的軟體來補充。

感測器類型種類繁多，從成像感測器到營養感測器、光學感測器、pH 探頭、土壤濕度感測器以及溫濕度感測器，應有盡有。成像應用分為無人機搭載、衛星搭載和塔式搭載，具有不同的空間和時間解析度。以 EC 和 NPK 感測器為代表的營養感測技術可為施肥策略提供資訊。溫濕度感測器又分為濕度感測器和溫度感測器，它們在溫室氣候控制和作物疾病防治中發揮重要作用。

連接類型是關鍵的細分軸心，乙太網路和 RS-485 等有線選項可提供與關鍵任務節點的可靠連接，而藍牙、LoRaWAN、NB-IoT 和 ZigBee 等無線物聯網通訊協定則支援低功耗、廣域遠端檢測。應用細分涵蓋作物監測、溫室自動化、灌溉管理、牲畜監測和精密農業，每種應用都有其細微的用途。作物監測包括遠端監測和目視檢查工作流程，溫室自動化分為氣候控制和照明管理，牲畜監測區分行為追蹤和健康監測，精密農業包括變數速率應用和產量測繪。最終用戶範圍從農產品和農民到政府和研究機構，反映了不同的採購週期和採購理念。最後，部署細分區分了雲端和本地部署方法。雲端實施可以是公有的或私有的，而本地部署策略通常包含邊緣運算，以解決延遲和資料主權問題。這些細分明確了市場路線、整合優先順序以及供應商必須向每個買家群體闡明的差異化價值提案。

細緻的區域分析展示了美洲、歐洲、中東和非洲以及亞太地區的動態將如何影響採用模式、監管影響以及供應商的上市方式

區域動態對整個農業感測器生態系統的技術採用節奏、供應商策略和整合模式有重大影響。在美洲，投資往往集中在精密農業、灌溉管理以及由先進影像處理和可變速率灌溉功能支援的大規模作物監測領域。該地區注重與現有農業機械的互通性以及與商品交易和供應鏈系統的整合，從而形成了注重擴充性和跨大地域性能的商業模式。

歐洲、中東和非洲的法律規範、水資源短缺以及農場規模差異，造成了需求結構差異。溫室自動化和牲畜監控在集約化園藝和酪農生產地區尤為突出，獎勵主導加速一些國家採用節水節肥技術。這些地區還優先考慮資料隱私和跨境互通性標準，並支援部署私有雲端和邊緣運算。

在亞太地區，政府現代化計畫、高價值園藝以及私營部門日益壯大的數位化努力，正在推動一些國家快速採用該技術。在某些市場，緊湊型農場規模正在推動解決方案朝向經濟高效的感測器模組和低功耗無線通訊協定發展，而基礎設施豐富的地區則正在採用更高頻寬的成像解決方案。不同地區擁有不同的供應鏈和本地服務生態系統，決定了供應商是採用直銷、通路夥伴關係或服務主導模式取得成功。總體而言，地區差異不僅將決定感測器類型和連接組合，還將決定哪種商業性方式將獲得最大的吸引力。

領先的供應商策略如何結合硬體穩健性、卓越服務和軟體編配來創建整合的農業感測器解決方案和競爭差異化

農業感測器領域主要企業的動態反映了專業化和生態系統編配的融合，其中成熟的行業參與者、專業的感測器專家和軟體優先的公司各自發揮互補的作用。一些公司專注於高效能硬體組件，例如高精度控制器、閘道器和感測器模組，並投資於加固和校準流程以滿足現場條件。其他公司則透過提供諮詢、安裝和維護套餐等服務來減輕農民的營運負擔並促進可靠的數據收集，從而實現差異化。同時，以軟體為中心的供應商正在建立分析平台和設備管理系統，以整合不同的資料集並透過自動化設備編配實現可擴展性。

夥伴關係與收購活動通常以填補能力缺口為中心。硬體公司尋求強大的分析能力，軟體供應商獲取感測專業知識，服務供應商則為溫室氣候控制或牲畜健康監測等特定應用整合承包解決方案。供應商的策略越來越重視開放API和遵守互通性標準，以簡化與農場管理系統和第三方分析工具的整合。客戶成功和現場支援能力是關鍵的差異化因素，尤其是在結合雲端和邊緣架構的部署中。最後，主要企業展現出在產品工程、供應鏈管理和客戶賦能方面的卓越能力，能夠將技術承諾轉化為最終用戶的營運成果。

領導者可以採取切實可行的策略性舉措，以提高產品模組化、服務主導的採用、混合連接和供應鏈彈性，以實現可擴展的感測器部署

為了充分發揮感測器主導農業的潛力，產業領導者應制定一系列切實可行的策略，將技術能力與營運實際結合。首先，應專注於支援組件替換和逐步升級的模組化產品架構。其次，應投資於將諮詢與安裝和維護相結合的服務模式，以縮短獲取可靠數據的時間並提高設備的長期運轉率。第三，應優先考慮軟體互通性和設備管理功能，以便以最少的客製化整合實現多供應商資產的集中管理。

此外，我們將提供混合解決方案，以豐富我們的連接方式。這些解決方案利用關鍵節點的有線可靠性和分散式感測器層的無線物聯網通訊協定，並輔以邊緣運算來管理對延遲敏感的控制迴路。我們將透過多源採購、區域組裝和策略性庫存緩衝來增強供應鏈的彈性，以緩解關稅和物流衝擊。我們將積極與政策制定者和標準組織合作，明確產品分類，並倡導對農業技術給予優惠。最後，我們將建立符合買方經濟狀況的商業模式，提供基於績效的定價、試點到規模化專案以及捆綁服務協議，降低感知採用風險，並加速從試點到企業部署的過渡。透過有計劃地實施這些行動，企業可以將其技術能力轉化為永續的商業性優勢。

對調查方法的透明解釋，該方法結合了供應商訪談、現場評估和技術評論

本研究整合了主要和次要研究，結合了供應商訪談、技術評估和現場用例評估，對農業感測器領域進行了結構化分析。主要資料收集包括與不同地區的產品負責人、整合商和最終用戶的對話，以了解營運限制、採購原理和部署經驗。這些定性研究也輔以對感測器模式、連接通訊協定和軟體平台的技術評估，以評估互通性、校準需求以及邊緣到雲端的整合模式。

二次研究系統地回顧了行業出版物、法規更新、標準文件和供應商技術規範，以支持一次研究的結果並確定技術成熟度的趨勢。數據整合優先考慮跨來源的三角測量，強調技術選擇的營運影響，而非假設的性能聲明。調查方法刻意強調實踐相關性，將細分視角（感測器類型、連接性、應用、最終用戶和部署形式）與區域部署實際情況結合。透過敏感性檢查和後續訪談，探討了治療局限性，包括部署規模的差異、供應商快速的創新週期以及區域監管處理。最終的框架支持切實可行的見解，同時認知到該領域的動態特性。

簡潔的結論概述了整合感測器解決方案、周到的服務模式和供應鏈敏捷性將如何決定在不同農業環境中的成功採用

摘要，農業感測器正在從單獨的試點技術發展成為支援現代農學決策的整合基礎設施。感測器模式、連接通訊協定和分析能力的進步為提高資源效率、作物品質和營運彈性創造了機會。然而，要實現這些優勢，需要仔細注意整合、服務模式和供應鏈設計。關稅趨勢和地區差異進一步增加了應用的複雜性，迫使供應商和買家採用靈活的籌資策略和模組化架構，以適應不斷變化的貿易和法規環境。

展望未來，最有可能取得成功的組織將是那些將強大的硬體設計與卓越的服務和擴充性的軟體編配結合的組織。他們將投資於混合連接以及邊緣和雲端的平衡，促進互通性，並商業性提案與種植者和機構買家的經濟現實保持一致。這樣做將有助於將感測數據轉化為有意義的決策，從而提高各種農業環境下的生產力和永續性。最終，廣泛採用感測器的道路將是一條務實且漸進的道路，由可證明的營運效益驅動，並以周到的經營模式為支撐，從而減少採用阻力。

目錄

第1章：前言

第2章調查方法

第3章執行摘要

第4章 市場概況

第5章 市場洞察

  • 透過整合基於物聯網的土壤濕度感測器和人工智慧驅動的預測分析實現精準灌溉管理
  • 利用無人機搭載的頻譜和高光譜遙測感測器進行即時作物健康監測和產量最佳化
  • 開發支援區塊鏈的感測器網路，以確保農業供應鏈的可追溯性和數據完整性
  • 部署 LPWAN 連接的環境感測器陣列，實現可擴展且經濟高效的農場數據收集
  • 穿戴式動物生物感測器，用於即時監測牲畜健康和壓力指標
  • 農場內分散式感測器資料處理和決策的邊緣運算架構的進步
  • 將無人機熱成像感測器與自動灌溉控制結合，實現有針對性的節水
  • 實現具有能源採集功能的太陽能感測器節點，用於永續的遠端現場監測

第6章：2025年美國關稅的累積影響

第7章：人工智慧的累積影響，2025年

第 8 章：農業感測器市場（按產品類型）

  • 硬體
    • 控制器
    • 閘道
    • 感測器模組
  • 服務
    • 諮詢
    • 安裝和維護
  • 軟體
    • 分析平台
    • 設備管理平台

9. 農業感測器市場（按感測器類型）

  • 影像學
    • 無人機安裝
    • 衛星
    • 塔式安裝
  • 營養感測器
    • EC感測器
    • NPK感測器
  • 光學
  • pH
  • 土壤濕度
  • 溫度和濕度
    • 濕度感測器
    • 溫度感測器

第 10 章農業感測器市場（按連接類型）

  • 有線
    • 乙太網路
    • RS-485
  • 無線物聯網
    • Bluetooth
    • LoRaWAN
    • NB-IoT
    • ZigBee

第 11 章農業感測器市場（按應用）

  • 作物監測
    • 遠端監控
    • 目視檢查
  • 溫室自動化
    • 氣候控制
    • 照明管理
  • 灌溉管理
  • 牲畜監控
    • 行為監控
    • 健康監測
  • 精密農業
    • 變數施肥
    • 產量圖

第 12 章。農業感測器市場（按最終用戶）

  • 農業業務
  • 農民
  • 政府
  • 研究所

第 13 章農業感測器市場（按部署模式）

  • 雲
    • 私有雲端
    • 公共雲端
  • 本地部署
    • 邊緣運算

第 14 章。按地區分類的農業感測器市場

  • 美洲
    • 北美洲
    • 拉丁美洲
  • 歐洲、中東和非洲
    • 歐洲
    • 中東
    • 非洲
  • 亞太地區

第 15 章農業感測器市場（按類別）

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

第 16 章。按國家/地區分類的農業感測器市場

  • 美國
  • 加拿大
  • 墨西哥
  • 巴西
  • 英國
  • 德國
  • 法國
  • 俄羅斯
  • 義大利
  • 西班牙
  • 中國
  • 印度
  • 日本
  • 澳洲
  • 韓國

第17章競爭格局

  • 2024年市佔率分析
  • 2024年FPNV定位矩陣
  • 競爭分析
    • 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