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市場調查報告書
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1838939

農業物聯網市場按組件、連接技術和應用分類－2025-2032年全球預測

Agriculture IoT Market by Component, Connectivity Technology, Application - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 181 Pages | 商品交期: 最快1-2個工作天內

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※ 本網頁內容可能與最新版本有所差異。詳細情況請與我們聯繫。

預計到 2032 年，農業物聯網市場規模將達到 416.7 億美元，複合年成長率為 14.68%。

關鍵市場統計數據
基準年 2024 139.2億美元
預計年份：2025年 159.5億美元
預測年份 2032 416.7億美元
複合年成長率 (%) 14.68%

為農業物聯網的應用制定策略框架，將技術能力與營運重點和政策考量連結起來，以實現可擴展的部署。

隨著感測器網路、邊緣分析和互聯互通的融合，農業系統正在經歷一場根本性的變革，重塑生產和供應鏈。本文概述了推動物聯網解決方案在農業營運中普及的促進因素，闡述了數據主導實踐如何從試點計劃發展成為關鍵任務工作流程，並提出了農業企業管理者、技術提供商和政策相關人員必須回答的戰略性問題，以便在控制風險的同時組裝物聯網賦能的生產力提升。

首先，本節闡明了核心技術組件和服務模型在實現可衡量成果中的作用。它解釋了為什麼在設計可擴展解決方案時，硬體彈性、軟體互通性和服務主導的部署至關重要。其次，它指出了物聯網解決方案能夠獨特解決的營運痛點——勞動力限制、資源最佳化和環境適應性。第三，它重點介紹了影響不同地域部署可行性的政策、監管和連接性因素。

報告始終強調需要採取綜合方法，將農場層級的目標與公司策略相協調。透過將技術能力與業務需求和監管現實結合，本導言旨在幫助讀者清楚地理解後續章節的內容。此外，本導言也確立了貫穿整個報告的分析觀點：基於技術可行性和相關人員的協作，以實現真正的價值。

新型連接性、邊緣分析和結果主導經營模式如何重新定義農業技術的優先順序，並實現可擴展、可互通的部署

農業技術領域正經歷快速變革，感測器成本、邊緣運算和連接技術的進步正在改變種植者和服務供應商在營運和經濟上的可行性。新型低功耗廣域網路和衛星連接使得對以往難以到達的田地進行遠端檢測成為可能，而機器學習和設備端分析技術的進步則降低了頻寬的依賴，並實現了近乎即時的決策。這些技術變革與不斷演進的經營模式相輔相成，其中基於結果的服務和託管式感測技術降低了商業營運商採用這些技術的門檻。

同時，供應鏈動態和勞動力供應情況促使人們重新評估自動化和遠端監控在哪些領域能夠帶來最大效益。創新者們正擴大轉向模組化解決方案，這些方案能夠與傳統機械和灌溉基礎設施整合，從而降低採用門檻。此外，標準化應用程式介面（API）和互通性舉措的普及正在促進多供應商生態系統的發展，使種植者能夠整合一流的感測器、軟體和服務合作夥伴。

政策和永續性目標也在塑造著創新的軌跡。提高用水效率和減少排放的獎勵加速了對遠端檢測和分析的需求，這些測量和分析能夠量化環境績效。在這種環境下，參與企業不僅要展現技術差異化，還要展現將數據與決策連結起來的具體操作流程，確保洞察能夠轉化為生產力和永續性的可衡量改進。

關稅變化對硬體採購、供應鏈韌性和部署策略的影響，進而影響農業物聯網的採購和服務模式

關稅政策和貿易措施將對農業物聯網生態系統中的採購選擇、供應鏈韌性和供應商選擇產生重大影響。近期關稅調整加劇了硬體組件和子組件的成本波動，迫使採購商和解決方案整合商重新評估籌資策略、庫存政策和供應商多元化。這促使一些供應商加快組裝在組裝和策略夥伴關係，以降低跨境課稅和物流延誤帶來的風險。

這些變化對市場推廣計畫和部署進度有著切實的影響。採購團隊現在不僅專注於單價，還會評估總落地成本，並將交貨週期、保固物流、備件供應等因素納入考量。前置作業時間，擁有垂直整合價值鏈和區域製造地的公司提高了議價能力，從而能夠為大型農業客戶提供更可預測的交貨時間。

除了採購環節，主導動態也影響了產品藍圖，促使模組化設計得以應用，從而簡化現場維修和零件更換。因此，隨著通路夥伴轉型承擔維護角色，服務主導合約的重要性日益凸顯。總而言之，關稅調整凸顯了靈活採購、區域合作夥伴網路以及能夠管控地緣政治和貿易相關風險並維持現場部署連續性的合約條款的必要性。

透過深入的細分市場分析，將組件角色、連接權衡和特定應用需求連結起來，從而確定物聯網在哪些方面能夠帶來最大的營運價值。

對細分市場的深入了解揭示了技術影響的交會點，以及最終用戶最為重視的解決方案屬性。從組件角度評估，硬體仍然專注於可靠性和穩健性，軟體則透過分析、使用者體驗和整合能力來區分供應商，而服務則透過支援部署、校準和持續最佳化來形成閉迴路。隨著買家在這些層級之間轉換，他們會優先考慮能夠降低整合成本並加快獲得營運洞察的端到端解決方案。

連接方式的選擇進一步影響解決方案架構和商業性可行性。蜂窩網路連接支援覆蓋區域內的高密度遙測和即時控制，而衛星網路連接則可將覆蓋範圍擴展到地面網路不穩定的偏遠田地和牧場作業區。區分這些選項會影響設備設計、功耗預算和資料管理方法，進而影響採用者的資本和營運考量。

按應用領域進行細分，可以發現不同的價值路徑。溫室自動化需要緊密的回饋迴路和環境控制整合，以實現植物層面的微氣候控制。灌溉管理著重於流量計量、土壤濕度感測和符合當地法規結構的水資源預算。牲畜監測需要多模態感測技術，涵蓋行為監測、健康監測和位置追蹤，以保障動物福利和可追溯性。精密農業涵蓋作物巡查和土壤監測，利用高解析度感測器和影像分析技術最佳化投入並提升田間決策水準。在這些應用中，互通性、資料可驗證性和可操作的分析能力將決定其應用能否帶來可複製的營運效益。

區域基礎設施、監管重點和農業結構將如何影響主要全球市場中不同的採用路徑和商業策略

區域動態影響農業物聯網解決方案的採納路徑、夥伴關係模式和監管考量。在美洲，成熟的商業農業系統和精準農業技術的廣泛應用催生了對整合硬體和分析平台的需求，而大型農場和相關企業則更傾向於能夠與現有機械和企業資源系統整合的解決方案。因此，商業供應商正專注於建立通路夥伴關係關係，以提供可擴展性、資料互通性以及大規模的安裝和支援服務。

歐洲、中東和非洲呈現異質性格局，一方面擁有先進的永續性監管體系，另一方面又面臨基礎建設不足的市場限制。西歐農民優先考慮合規性、可追溯性和效率，並重視利用數據分析來支持環境報告。相較之下，中東和非洲市場在衛星遠端檢測和低功耗感測器方面展現出巨大的突破潛力，前提是分銷網路和資金籌措機制能夠與之相匹配，從而支持這些技術的應用。

亞太地區擁有高度多樣化的農地規模、作物種類和密集生產系統。在部分地區，快速的數位化普及和政府支持的現代化項目正在加速物聯網的採用；而在其他地區，所擁有土地分散和網路連接不均則更適合輕量級、低成本的感測器解決方案和服務主導交付模式。總體而言，每個地區的打入市場策略都必須反映該地區的基礎設施現狀、監管獎勵以及營運商的特點，這些因素將決定企業採用物聯網技術的意願和價格。

競爭與夥伴關係動態獎勵平台開放性、經證實的農藝性能以及硬體、軟體和服務供應商的卓越通路表現。

農業物聯網領域的競爭動態圍繞著系統整合商、純粹的感測器製造商、軟體創新者和服務公司之間的合作展開，共同提供端到端的解決方案。主要企業憑藉開放的平台、檢驗的農業模型以及連接技術與田間作業的通路生態系統脫穎而出。與設備原始設備製造商 (OEM) 和灌溉供應商建立策略夥伴關係，可以擴大分銷範圍；而與農藝和研究機構的合作，則可以增強信譽度，並提升農藝成果的依證。

供應商的策略因產品和服務類別而異。硬體專家專注於農業環境的耐用性、校準和認證，而軟體公司則致力於使用者體驗、API生態系統以及針對當地作物和土壤特性量身定做的機器學習模型。服務提供者則專注於安裝、校準和推廣服務，將感測器輸出轉換為可供農場管理者執行的工作流程。在整個產業中，互通性和支援混合架構的能力是至關重要的競爭因素。

買家在評估供應商時，不僅關注其技術，還關注其營運準備情況，包括成熟的現場試點專案、維護網路以及透明的資料管治實務。因此，那些兼具卓越技術能力、強大通路執行力和清晰商業條款的公司往往能更快贏得合約。未來，差異化競爭將日益依賴環境指標和可追溯性能力的整合，以滿足買家的永續性要求和終端市場需求。

為高階主管提供可操作的策略重點，以透過協調一致的成果、模組化架構、供應鏈韌性和管治措施來加速物聯網的採用。

產業領導者應優先採取一系列切實可行的措施，以加速農業物聯網的價值實現，同時降低採用風險。首先，將投資與明確的業務目標一致，例如勞動力替代、投入效率和合規性報告。與可衡量結果掛鉤的投資能夠簡化供應商選擇和績效評估。其次，採用模組化架構，實現分階段部署，避免供應商鎖定。

領導者還必須透過採購多元化以及與本地組裝和服務供應商建立策略夥伴關係，來增強本地供應鏈的韌性。這有助於降低地緣政治和關稅波動帶來的風險，並縮短維修週期。同時，他們還需投資於連接策略，根據站點拓撲結構和數據新鮮度要求，在行動電話和衛星網路之間取得平衡。混合方案通常能夠在成本和覆蓋範圍之間達到最佳平衡。

最後，要將資料管治和變更管理制度化。明確的資料所有權、共用和隱私權政策有助於促進合作夥伴協作和農民信任。同時，應輔以培訓項目，將分析結果轉化為第一線團隊的日常決策通訊協定。透過結合以結果為導向的投資、供應鏈的敏捷性、靈活的連接策略和強力的管治，領導者可以加速可靠、擴充性的物聯網應用，從而帶來實際的營運改善。

我們將採用多方法研究途徑，結合主要相關人員訪談、技術評估和情境分析，來檢驗對實地部署的實際影響。

本研究整合了訪談、技術評估和產業文獻，旨在建構一個嚴謹且多維度的農業物聯網現況圖景。主要資訊來源包括與技術提供者、系統整合商、農業營運商和相關領域專家的結構化討論，以了解部署的實際情況、整合挑戰以及在實際應用中取得的效益。觀點，還對設備規格、連接性能特徵和軟體互通性模式進行了技術評估，以評估解決方案在不同應用領域的適用性。

我們的分析方法強調將質性見解與可觀察的運作指標進行交叉檢驗。例如，我們的技術準備度評估結合了供應商提供的性能規格和關於耐用性和校準需求的現場報告。我們的連接性評估在典型的農業條件下比較了不同設備類別的延遲、覆蓋範圍權衡和標準功率預算。在整個研究過程中，我們始終將透明度放在首位，並記錄了我們的假設、資料來源和方法局限性，以幫助讀者在實際應用中理解我們的發現。

最後，在不進行確定性預測的情況下，我們進行了基於情境的分析，以闡明不同的部署方案如何影響作業流程和整體擁有成本。這種方法有助於決策者在規劃試點計畫、選擇供應商以及在各種農業環境中擴展物聯網功能時，權衡利弊並確定最相關的證據。

綜合分析表明，技術成熟度、營運規範和區域策略能夠真正發揮互聯農業的效益和永續性。

總之，高可靠性感測器、先進分析技術和多樣化連接方式的融合，為農業物聯網從實驗階段走向企業級應用鋪平了道路。最具吸引力的機會在於技術設計與營運規範的融合：穩健的硬體、可互通的軟體、整合農藝實踐的服務模式以及促進協作的資料管治架構。同樣重要的是，要製定切實可行的籌資策略和區域市場部署方案，以應對關稅影響和基礎設施實際情況。

成功的領導者會將清晰的業務目標與模組化的實施計畫結合，從而實現迭代學習和規模化發展。他們還會建立具有韌性的供應鏈，並促進將技術與農藝和推廣服務相結合的夥伴關係關係。對培訓和變革管理的投入至關重要，這能夠賦能一線負責人，使其能夠將洞察轉化為可重複的行動，從而將數據轉化為持續的績效改進。

最終，農業物聯網生態系統正日趨成熟，能夠提供檢驗的營運價值，同時支援環境和可追溯性目標。將技術嚴謹性與商業性規範結合的相關人員，將更有能力實現互聯農業所承諾的效率、韌性和永續性。

目錄

第1章：序言

第2章調查方法

第3章執行摘要

第4章 市場概覽

第5章 市場洞察

  • 利用物聯網資料和機器學習演算法建立土壤濕度預測模型，以製定精準的灌溉計畫。
  • 推出基於區塊鏈技術的供應鏈追蹤平台，該平台整合物聯網感測器，可實現端到端的農作物溯源。
  • 開發基於無人機的空中成像解決方案，並結合物聯網遙測技術，以最佳化田間偵察和產量估算。
  • 採用低功率廣域網路（LPWAN）通訊協定實現農場廣泛連接和大規模遠端物聯網設備管理
  • 將邊緣運算閘道器與物聯網網路整合，以在本地處理感測器數據，並降低農場營運分析的延遲。

第6章：美國關稅的累積影響，2025年

第7章：人工智慧的累積影響，2025年

第8章 農業物聯網市場（按組件分類）

  • 硬體
  • 服務
  • 軟體

9. 按連接技術分類的農業物聯網市場

  • 細胞
  • 衛星

第10章 農業物聯網市場：依應用分類

  • 溫室自動化
  • 灌溉管理
  • 牲畜監測
    • 行為監測
    • 健康監測
    • 位置追蹤
  • 精密農業
    • 作物巡查
    • 土壤監測

第11章 農業物聯網市集：按地區分類

  • 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12章：按群體分類的農業物聯網市場

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

第13章：各國農業物聯網市場

  • 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14章 競爭格局

  • 2024年市佔率分析
  • FPNV定位矩陣，2024
  • 競爭分析
    • Accenture PLC
    • AGCO Corporation
    • Deere & Company
    • Delaval, Inc.
    • GEA Group AG
    • Hexagon AB
    • Hitachi, Ltd.
    • Raven Industries, Inc.
    • SemiosBIO Technologies Inc.
    • Topcon Positioning Systems, Inc.
Product Code: MRR-031BF22FA1F3

The Agriculture IoT Market is projected to grow by USD 41.67 billion at a CAGR of 14.68% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 13.92 billion
Estimated Year [2025] USD 15.95 billion
Forecast Year [2032] USD 41.67 billion
CAGR (%) 14.68%

Framing the strategic context for agriculture IoT adoption by linking technical capabilities with operational priorities and policy considerations for scalable deployment

Agricultural systems are undergoing a fundamental shift as sensor networks, edge analytics, and connectivity converge to reshape production and supply chains. This introduction outlines the forces driving adoption of Internet of Things solutions across farming operations, explaining how data-driven practices are moving from pilot projects to mission-critical workflows. It frames the strategic questions that agribusiness executives, technology providers, and policy stakeholders must answer to harness IoT-enabled productivity while managing risk.

First, the section clarifies the roles of core technology components and service models in delivering measurable outcomes. It explains why hardware resilience, software interoperability, and service-led deployment are essential attributes when designing scalable solutions. Second, it identifies the operational pain points-labor constraints, resource optimization, environmental resilience-that IoT solutions are uniquely positioned to address. Third, it highlights the policy, regulatory, and connectivity factors that shape deployment feasibility across diverse geographies.

Throughout, the narrative emphasizes the need for an integrated approach that aligns farm-level objectives with enterprise strategy. By synthesizing technical capabilities with business imperatives and regulatory realities, this introduction prepares readers to evaluate the subsequent sections with clarity and purpose. It also establishes the analytical lens used across the report: pragmatic value realization grounded in technical feasibility and stakeholder alignment.

How emerging connectivity, edge analytics, and outcome driven business models are realigning agriculture technology priorities and enabling scalable, interoperable implementations

The landscape of agriculture technology is shifting rapidly as advances in sensor cost, edge compute, and connectivity alter what is operationally and economically feasible for growers and service providers. Emerging low-power wide-area network alternatives and satellite connectivity are enabling telemetry from previously inaccessible fields, while improvements in machine learning and on-device analytics reduce bandwidth dependency and enable near real-time decisioning. These technological shifts are complemented by evolving business models in which outcome-based services and managed sensing reduce adoption friction for commercial operators.

Concurrently, supply chain dynamics and labor availability are prompting a reassessment of where automation and remote monitoring deliver the greatest return. Innovators increasingly focus on modular solutions that integrate with legacy machinery and irrigation infrastructure, thereby lowering barriers to adoption. Moreover, the proliferation of standardized APIs and interoperability initiatives facilitates multi-vendor ecosystems, allowing growers to combine best-of-breed sensors, software, and service partners.

Policy and sustainability goals are also shaping the trajectory of innovation. Incentives for water-use efficiency and emissions reduction accelerate demand for telemetry and analytics that quantify environmental performance. In this environment, successful entrants will demonstrate not only technical differentiation but also concrete operational workflows that link data to decisions, ensuring that insights translate into measurable improvements in productivity and sustainability.

Implications of altered tariff regimes on hardware sourcing, supply chain resilience, and deployment strategies that affect procurement and service models in agriculture IoT

Tariff policy and trade measures can materially influence procurement choices, supply chain resilience, and vendor selection across the agriculture IoT ecosystem. Recent tariff shifts introduced greater cost variability for hardware components and subassemblies, prompting buyers and solution integrators to reassess sourcing strategies, inventory policies, and supplier diversification. In response, some providers accelerated localization of assembly and strategic partnerships to mitigate exposure to cross-border levies and logistical delays.

These changes have practical implications for go-to-market planning and deployment timelines. Procurement teams increasingly evaluate total landed cost rather than unit price alone, taking into account lead times, warranty logistics, and spare-parts availability. At the same time, firms with vertically integrated value chains or regional manufacturing presence gained negotiating leverage, enabling them to offer more predictable delivery windows to large-scale agricultural customers.

Beyond procurement, tariff-driven dynamics affected product roadmaps by incentivizing modular designs that simplify on-site repair and component replacement. Consequently, service-led engagements grew in importance as channel partners adapted to extended maintenance roles. In sum, tariff adjustments underline the need for flexible sourcing, regional partner networks, and contractual provisions that manage geopolitical and trade-related risks while maintaining the continuity of field deployments.

Insightful segment level analysis that connects component roles, connectivity trade offs, and application specific requirements to where IoT delivers the most operational value

A granular understanding of market segments illuminates where technological impact concentrates and which solution attributes matter most to end users. When assessed by component, hardware remains a focal point for reliability and ruggedization, while software distinguishes vendors through analytics, user experience, and integration capability; services close the loop by enabling deployment, calibration, and ongoing optimization. Transitioning between these layers, buyers prioritize end-to-end solutions that reduce integration overhead and expedite time to operational insight.

Connectivity choices further shape solution architectures and commercial viability. Cellular connectivity supports high-density telemetry and real-time control in covered regions, whereas satellite connectivity expands reach to remote fields and pastoral operations where terrestrial networks are inconsistent. The delineation between these options informs device design, power budgets, and data management approaches, and therefore influences both capital and operational considerations for adopters.

Application-specific segmentation exposes diverse value pathways. Greenhouse automation demands tight feedback loops and ambient control integration for plant-level microclimates. Irrigation management emphasizes flow metering, soil moisture sensing, and water budgeting aligned with local regulatory frameworks. Livestock monitoring requires multi-modal sensing that addresses behavior monitoring, health monitoring, and location tracking to support welfare and traceability. Precision farming spans crop scouting and soil monitoring, leveraging high-resolution sensors and imagery analytics to optimize inputs and enhance field-level decisioning. Across these applications, interoperability, data provenance, and actionable analytics determine whether deployments translate into repeatable operational gains.

How regional infrastructure, regulatory priorities, and farm structure across major global markets shape differentiated adoption pathways and commercial strategies

Regional dynamics influence adoption pathways, partnership models, and regulatory considerations for agriculture IoT solutions. In the Americas, established commercial agriculture systems and wide adoption of precision practices create demand for integrated hardware and analytics platforms, while large-scale farms and agri-enterprises favor solutions that integrate with existing machinery and enterprise resource systems. Consequently, commercial vendors focus on scalability, data interoperability, and channel partnerships that deliver installation and support at scale.

Europe, Middle East & Africa present a heterogeneous landscape where advanced regulatory frameworks for sustainability coexist with markets constrained by infrastructure gaps. Western European farmers emphasize compliance, traceability, and efficiency, thereby prioritizing analytics that support environmental reporting. In contrast, markets across the Middle East and Africa exhibit strong potential for leapfrogging through satellite-enabled telemetry and low-power sensor deployments, provided that distribution networks and financing mechanisms align to support adoption.

Asia-Pacific combines dense production systems with highly varied farm sizes and crop profiles. In parts of the region, rapid digital adoption and government-backed modernization programs accelerate uptake, while in other jurisdictions fragmented landholdings and irregular connectivity favor lightweight, low-cost sensor solutions and service-led delivery models. Overall, regional go-to-market strategies must reflect local infrastructure realities, regulatory incentives, and the operator profiles that determine willingness to adopt and pay for IoT-enabled capabilities.

Competitive and partnership dynamics that reward platform openness, proven agronomic outcomes, and channel excellence across hardware, software, and service providers

Competitive dynamics in agriculture IoT center on a mix of systems integrators, specialized sensor manufacturers, software innovators, and service firms that collaborate to deliver end-to-end capabilities. Leading companies differentiate through platform openness, validated agronomic models, and channel ecosystems that bridge technology and field operations. Strategic partnerships with equipment OEMs and irrigation providers extend distribution reach, while alliances with agronomy and research institutions strengthen credibility and the evidence base for agronomic outcomes.

Vendor strategies vary across product and service categories. Hardware specialists focus on durability, calibration, and certification for agricultural environments, whereas software firms invest in user experience, API ecosystems, and machine learning models tuned to local crop and soil characteristics. Service providers emphasize installation, calibration, and extension services that translate sensor outputs into actionable workflows for farm managers. Across the industry, interoperability and the ability to support hybrid architectures are decisive competitive factors.

Buyers evaluate vendors not only on technology but also on operational readiness: demonstrated field pilots, maintenance networks, and transparent data governance practices. As a result, companies that combine technical excellence with strong channel execution and clear commercial terms tend to capture early enterprise engagements. Looking forward, differentiation will increasingly arise from the integration of environmental metrics and traceability features that align with buyer sustainability mandates and end-market requirements.

Actionable strategic priorities for executives to accelerate IoT deployment through outcome alignment, modular architectures, supply chain resilience, and governance measures

Industry leaders should prioritize a pragmatic set of actions that accelerate value capture from agriculture IoT while mitigating deployment risks. First, align investments with clearly defined operational objectives such as labor substitution, input efficiency, or compliance reporting; investments anchored to measurable outcomes simplify vendor selection and performance evaluation. Next, adopt modular architectures that permit incremental deployment and avoid vendor lock-in, thereby enabling pilots to scale without extensive rework.

Leaders must also strengthen regional supply chain resilience by diversifying sourcing and creating strategic partnerships with local assemblers or service providers. This action reduces exposure to geopolitical and tariff-driven disruptions and shortens maintenance cycles. Concurrently, invest in connectivity strategies that balance cellular and satellite options according to field topology and data freshness requirements; hybrid approaches often deliver the optimal trade-off between cost and coverage.

Finally, institutionalize data governance and change management. Clear policies on data ownership, sharing, and privacy promote partner collaboration and farmer trust. Complement these policies with training programs that translate analytics into routine decision protocols for field teams. By combining outcome-focused investments, supply chain agility, adaptive connectivity strategies, and robust governance, leaders can accelerate reliable, scalable IoT deployments that deliver tangible operational improvements.

Multi method research approach combining primary stakeholder interviews, technical assessments, and scenario analysis to validate practical implications for field deployments

This research synthesizes primary interviews, technical assessments, and secondary industry literature to construct a rigorous, multi-dimensional view of the agriculture IoT landscape. Primary inputs included structured discussions with technology providers, systems integrators, agricultural operators, and subject matter experts to capture deployment realities, integration challenges, and the practical benefits realized in the field. These perspectives were supplemented by technical evaluations of device specifications, connectivity performance characteristics, and software interoperability patterns to assess solution fit across application domains.

Analytical methods emphasized cross-validation of qualitative insights with observable operational indicators. For example, technology readiness assessments combined vendor-supplied performance specifications with field reports on durability and calibration needs. Connectivity evaluations compared latencies, coverage trade-offs, and typical power budgets for device classes under representative agricultural conditions. Throughout, the research prioritized transparency by documenting assumptions, data sources, and methodological limitations to aid readers in interpreting the findings in context.

Finally, the approach included scenario-based analysis to map how different deployment choices influence operational workflows and total cost of ownership considerations without producing deterministic forecasts. This methodology enables decision-makers to weigh trade-offs and identify the most relevant evidence when planning pilots, selecting vendors, and scaling IoT capabilities across diverse agricultural settings.

Closing synthesis that links technological maturity, operational discipline, and regional strategies to realize the practical benefits and sustainability potential of connected agriculture

In conclusion, the convergence of resilient sensors, advanced analytics, and diversified connectivity options creates a practical pathway for agriculture IoT to move from experiment to enterprise utility. The most compelling opportunities lie where technology design meets operational discipline: rugged hardware, interoperable software, service models that embed agronomic practice, and data governance frameworks that enable collaboration. Equally important are pragmatic procurement strategies and regional go-to-market adaptations that respond to tariff influences and infrastructure realities.

Leaders who succeed will combine clear operational objectives with modular implementation plans that allow for iterative learning and scale. They will also build resilient supply chains and cultivate partnerships that bridge technology with agronomy and extension services. Importantly, investments in training and change management ensure that field personnel translate insights into repeatable actions, thereby converting data into sustained performance gains.

Ultimately, the agriculture IoT ecosystem is maturing toward solutions that deliver verifiable operational value while supporting environmental and traceability objectives. Stakeholders that integrate technical rigor with commercial discipline will be best positioned to realize the efficiency, resilience, and sustainability promises of connected agriculture.

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. Implementation of soil moisture prediction models leveraging IoT data and machine learning algorithms for precision irrigation scheduling
  • 5.2. Deployment of blockchain-enabled supply chain traceability platforms integrating IoT sensors for end-to-end crop provenance tracking
  • 5.3. Development of drone-based aerial imaging solutions combined with IoT telemetry to optimize field scouting and yield estimation
  • 5.4. Adoption of low-power wide-area network (LPWAN) protocols for expansive farm connectivity and remote IoT device management at scale
  • 5.5. Integration of edge computing gateways with IoT networks to process sensor data locally and reduce latency in farm operations analytics

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Agriculture IoT Market, by Component

  • 8.1. Hardware
  • 8.2. Services
  • 8.3. Software

9. Agriculture IoT Market, by Connectivity Technology

  • 9.1. Cellular
  • 9.2. Satellite

10. Agriculture IoT Market, by Application

  • 10.1. Greenhouse Automation
  • 10.2. Irrigation Management
  • 10.3. Livestock Monitoring
    • 10.3.1. Behavior Monitoring
    • 10.3.2. Health Monitoring
    • 10.3.3. Location Tracking
  • 10.4. Precision Farming
    • 10.4.1. Crop Scouting
    • 10.4.2. Soil Monitoring

11. Agriculture IoT Market, by Region

  • 11.1. Americas
    • 11.1.1. North America
    • 11.1.2. Latin America
  • 11.2. Europe, Middle East & Africa
    • 11.2.1. Europe
    • 11.2.2. Middle East
    • 11.2.3. Africa
  • 11.3. Asia-Pacific

12. Agriculture IoT Market, by Group

  • 12.1. ASEAN
  • 12.2. GCC
  • 12.3. European Union
  • 12.4. BRICS
  • 12.5. G7
  • 12.6. NATO

13. Agriculture IoT Market, by Country

  • 13.1. United States
  • 13.2. Canada
  • 13.3. Mexico
  • 13.4. Brazil
  • 13.5. United Kingdom
  • 13.6. Germany
  • 13.7. France
  • 13.8. Russia
  • 13.9. Italy
  • 13.10. Spain
  • 13.11. China
  • 13.12. India
  • 13.13. Japan
  • 13.14. Australia
  • 13.15. South Korea

14. Competitive Landscape

  • 14.1. Market Share Analysis, 2024
  • 14.2. FPNV Positioning Matrix, 2024
  • 14.3. Competitive Analysis
    • 14.3.1. Accenture PLC
    • 14.3.2. AGCO Corporation
    • 14.3.3. Deere & Company
    • 14.3.4. Delaval, Inc.
    • 14.3.5. GEA Group AG
    • 14.3.6. Hexagon AB
    • 14.3.7. Hitachi, Ltd.
    • 14.3.8. Raven Industries, Inc.
    • 14.3.9. SemiosBIO Technologies Inc.
    • 14.3.10. Topcon Positioning Systems, Inc.

LIST OF FIGURES

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

LIST OF TABLES

  • TABLE 1. AGRICULTURE IOT MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL AGRICULTURE IOT MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL AGRICULTURE IOT MARKET SIZE, 2025-2032 (USD MILLION)
  • TABLE 5. GLOBAL AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 7. GLOBAL AGRICULTURE IOT MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL AGRICULTURE IOT MARKET SIZE, BY HARDWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 9. GLOBAL AGRICULTURE IOT MARKET SIZE, BY HARDWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL AGRICULTURE IOT MARKET SIZE, BY HARDWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 11. GLOBAL AGRICULTURE IOT MARKET SIZE, BY HARDWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL AGRICULTURE IOT MARKET SIZE, BY HARDWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 13. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 15. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 17. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 19. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 21. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 23. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 25. GLOBAL AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 27. GLOBAL AGRICULTURE IOT MARKET SIZE, BY CELLULAR, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL AGRICULTURE IOT MARKET SIZE, BY CELLULAR, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 29. GLOBAL AGRICULTURE IOT MARKET SIZE, BY CELLULAR, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL AGRICULTURE IOT MARKET SIZE, BY CELLULAR, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 31. GLOBAL AGRICULTURE IOT MARKET SIZE, BY CELLULAR, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL AGRICULTURE IOT MARKET SIZE, BY CELLULAR, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 33. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SATELLITE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SATELLITE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 35. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SATELLITE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SATELLITE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 37. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SATELLITE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SATELLITE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 39. GLOBAL AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 41. GLOBAL AGRICULTURE IOT MARKET SIZE, BY GREENHOUSE AUTOMATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL AGRICULTURE IOT MARKET SIZE, BY GREENHOUSE AUTOMATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 43. GLOBAL AGRICULTURE IOT MARKET SIZE, BY GREENHOUSE AUTOMATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL AGRICULTURE IOT MARKET SIZE, BY GREENHOUSE AUTOMATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 45. GLOBAL AGRICULTURE IOT MARKET SIZE, BY GREENHOUSE AUTOMATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL AGRICULTURE IOT MARKET SIZE, BY GREENHOUSE AUTOMATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 47. GLOBAL AGRICULTURE IOT MARKET SIZE, BY IRRIGATION MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL AGRICULTURE IOT MARKET SIZE, BY IRRIGATION MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 49. GLOBAL AGRICULTURE IOT MARKET SIZE, BY IRRIGATION MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL AGRICULTURE IOT MARKET SIZE, BY IRRIGATION MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 51. GLOBAL AGRICULTURE IOT MARKET SIZE, BY IRRIGATION MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL AGRICULTURE IOT MARKET SIZE, BY IRRIGATION MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 53. GLOBAL AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 55. GLOBAL AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 57. GLOBAL AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 59. GLOBAL AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 61. GLOBAL AGRICULTURE IOT MARKET SIZE, BY BEHAVIOR MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL AGRICULTURE IOT MARKET SIZE, BY BEHAVIOR MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 63. GLOBAL AGRICULTURE IOT MARKET SIZE, BY BEHAVIOR MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL AGRICULTURE IOT MARKET SIZE, BY BEHAVIOR MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 65. GLOBAL AGRICULTURE IOT MARKET SIZE, BY BEHAVIOR MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL AGRICULTURE IOT MARKET SIZE, BY BEHAVIOR MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 67. GLOBAL AGRICULTURE IOT MARKET SIZE, BY HEALTH MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL AGRICULTURE IOT MARKET SIZE, BY HEALTH MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 69. GLOBAL AGRICULTURE IOT MARKET SIZE, BY HEALTH MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL AGRICULTURE IOT MARKET SIZE, BY HEALTH MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 71. GLOBAL AGRICULTURE IOT MARKET SIZE, BY HEALTH MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL AGRICULTURE IOT MARKET SIZE, BY HEALTH MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 73. GLOBAL AGRICULTURE IOT MARKET SIZE, BY LOCATION TRACKING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL AGRICULTURE IOT MARKET SIZE, BY LOCATION TRACKING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 75. GLOBAL AGRICULTURE IOT MARKET SIZE, BY LOCATION TRACKING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL AGRICULTURE IOT MARKET SIZE, BY LOCATION TRACKING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 77. GLOBAL AGRICULTURE IOT MARKET SIZE, BY LOCATION TRACKING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL AGRICULTURE IOT MARKET SIZE, BY LOCATION TRACKING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 79. GLOBAL AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 81. GLOBAL AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 83. GLOBAL AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 85. GLOBAL AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 87. GLOBAL AGRICULTURE IOT MARKET SIZE, BY CROP SCOUTING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL AGRICULTURE IOT MARKET SIZE, BY CROP SCOUTING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 89. GLOBAL AGRICULTURE IOT MARKET SIZE, BY CROP SCOUTING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL AGRICULTURE IOT MARKET SIZE, BY CROP SCOUTING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 91. GLOBAL AGRICULTURE IOT MARKET SIZE, BY CROP SCOUTING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL AGRICULTURE IOT MARKET SIZE, BY CROP SCOUTING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 93. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SOIL MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SOIL MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 95. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SOIL MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SOIL MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 97. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SOIL MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL AGRICULTURE IOT MARKET SIZE, BY SOIL MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 99. GLOBAL AGRICULTURE IOT MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL AGRICULTURE IOT MARKET SIZE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 101. AMERICAS AGRICULTURE IOT MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 102. AMERICAS AGRICULTURE IOT MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 103. AMERICAS AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 104. AMERICAS AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 105. AMERICAS AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 106. AMERICAS AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 107. AMERICAS AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 108. AMERICAS AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 109. AMERICAS AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 110. AMERICAS AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 111. AMERICAS AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 112. AMERICAS AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 113. NORTH AMERICA AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 114. NORTH AMERICA AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 115. NORTH AMERICA AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 116. NORTH AMERICA AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 117. NORTH AMERICA AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 118. NORTH AMERICA AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 119. NORTH AMERICA AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 120. NORTH AMERICA AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 121. NORTH AMERICA AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 122. NORTH AMERICA AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 123. NORTH AMERICA AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 124. NORTH AMERICA AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 125. LATIN AMERICA AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 126. LATIN AMERICA AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 127. LATIN AMERICA AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 128. LATIN AMERICA AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 129. LATIN AMERICA AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 130. LATIN AMERICA AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 131. LATIN AMERICA AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 132. LATIN AMERICA AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 133. LATIN AMERICA AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 134. LATIN AMERICA AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 135. LATIN AMERICA AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 136. LATIN AMERICA AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 137. EUROPE, MIDDLE EAST & AFRICA AGRICULTURE IOT MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 138. EUROPE, MIDDLE EAST & AFRICA AGRICULTURE IOT MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 139. EUROPE, MIDDLE EAST & AFRICA AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 140. EUROPE, MIDDLE EAST & AFRICA AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 141. EUROPE, MIDDLE EAST & AFRICA AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 142. EUROPE, MIDDLE EAST & AFRICA AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 143. EUROPE, MIDDLE EAST & AFRICA AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 144. EUROPE, MIDDLE EAST & AFRICA AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 145. EUROPE, MIDDLE EAST & AFRICA AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 146. EUROPE, MIDDLE EAST & AFRICA AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 147. EUROPE, MIDDLE EAST & AFRICA AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 148. EUROPE, MIDDLE EAST & AFRICA AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 149. EUROPE AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 150. EUROPE AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 151. EUROPE AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 152. EUROPE AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 153. EUROPE AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 154. EUROPE AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 155. EUROPE AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 156. EUROPE AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 157. EUROPE AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 158. EUROPE AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 159. EUROPE AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 160. EUROPE AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 161. MIDDLE EAST AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 162. MIDDLE EAST AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 163. MIDDLE EAST AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 164. MIDDLE EAST AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 165. MIDDLE EAST AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 166. MIDDLE EAST AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 167. MIDDLE EAST AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 168. MIDDLE EAST AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 169. MIDDLE EAST AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 170. MIDDLE EAST AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 171. MIDDLE EAST AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 172. MIDDLE EAST AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 173. AFRICA AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 174. AFRICA AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 175. AFRICA AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 176. AFRICA AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 177. AFRICA AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 178. AFRICA AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 179. AFRICA AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 180. AFRICA AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 181. AFRICA AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 182. AFRICA AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 183. AFRICA AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 184. AFRICA AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 185. ASIA-PACIFIC AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 186. ASIA-PACIFIC AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 187. ASIA-PACIFIC AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 188. ASIA-PACIFIC AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 189. ASIA-PACIFIC AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 190. ASIA-PACIFIC AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 191. ASIA-PACIFIC AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 192. ASIA-PACIFIC AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 193. ASIA-PACIFIC AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 194. ASIA-PACIFIC AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 195. ASIA-PACIFIC AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 196. ASIA-PACIFIC AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 197. GLOBAL AGRICULTURE IOT MARKET SIZE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 198. GLOBAL AGRICULTURE IOT MARKET SIZE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 199. ASEAN AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 200. ASEAN AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 201. ASEAN AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 202. ASEAN AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 203. ASEAN AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 204. ASEAN AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 205. ASEAN AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 206. ASEAN AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 207. ASEAN AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 208. ASEAN AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 209. ASEAN AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 210. ASEAN AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 211. GCC AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 212. GCC AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 213. GCC AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 214. GCC AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 215. GCC AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 216. GCC AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 217. GCC AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 218. GCC AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 219. GCC AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 220. GCC AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 221. GCC AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 222. GCC AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 223. EUROPEAN UNION AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 224. EUROPEAN UNION AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 225. EUROPEAN UNION AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 226. EUROPEAN UNION AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 227. EUROPEAN UNION AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 228. EUROPEAN UNION AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 229. EUROPEAN UNION AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 230. EUROPEAN UNION AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 231. EUROPEAN UNION AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 232. EUROPEAN UNION AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 233. EUROPEAN UNION AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 234. EUROPEAN UNION AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 235. BRICS AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 236. BRICS AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 237. BRICS AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 238. BRICS AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 239. BRICS AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 240. BRICS AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 241. BRICS AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 242. BRICS AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 243. BRICS AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 244. BRICS AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 245. BRICS AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 246. BRICS AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 247. G7 AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 248. G7 AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 249. G7 AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 250. G7 AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 251. G7 AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 252. G7 AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 253. G7 AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 254. G7 AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 255. G7 AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 256. G7 AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 257. G7 AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 258. G7 AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 259. NATO AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 260. NATO AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 261. NATO AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 262. NATO AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 263. NATO AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 264. NATO AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 265. NATO AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 266. NATO AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 267. NATO AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 268. NATO AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 269. NATO AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 270. NATO AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 271. GLOBAL AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 272. GLOBAL AGRICULTURE IOT MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 273. UNITED STATES AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 274. UNITED STATES AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 275. UNITED STATES AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 276. UNITED STATES AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 277. UNITED STATES AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 278. UNITED STATES AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 279. UNITED STATES AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 280. UNITED STATES AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 281. UNITED STATES AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 282. UNITED STATES AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 283. CANADA AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 284. CANADA AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 285. CANADA AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 286. CANADA AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 287. CANADA AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 288. CANADA AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 289. CANADA AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 290. CANADA AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 291. CANADA AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 292. CANADA AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 293. MEXICO AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 294. MEXICO AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 295. MEXICO AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 296. MEXICO AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 297. MEXICO AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 298. MEXICO AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 299. MEXICO AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 300. MEXICO AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 301. MEXICO AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 302. MEXICO AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 303. BRAZIL AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 304. BRAZIL AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 305. BRAZIL AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 306. BRAZIL AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 307. BRAZIL AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 308. BRAZIL AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 309. BRAZIL AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 310. BRAZIL AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 311. BRAZIL AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 312. BRAZIL AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 313. UNITED KINGDOM AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 314. UNITED KINGDOM AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 315. UNITED KINGDOM AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 316. UNITED KINGDOM AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 317. UNITED KINGDOM AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 318. UNITED KINGDOM AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 319. UNITED KINGDOM AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 320. UNITED KINGDOM AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 321. UNITED KINGDOM AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 322. UNITED KINGDOM AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 323. GERMANY AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 324. GERMANY AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 325. GERMANY AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 326. GERMANY AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 327. GERMANY AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 328. GERMANY AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 329. GERMANY AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 330. GERMANY AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 331. GERMANY AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 332. GERMANY AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 333. FRANCE AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 334. FRANCE AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 335. FRANCE AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 336. FRANCE AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 337. FRANCE AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 338. FRANCE AGRICULTURE IOT MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 339. FRANCE AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2018-2024 (USD MILLION)
  • TABLE 340. FRANCE AGRICULTURE IOT MARKET SIZE, BY LIVESTOCK MONITORING, 2025-2032 (USD MILLION)
  • TABLE 341. FRANCE AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2018-2024 (USD MILLION)
  • TABLE 342. FRANCE AGRICULTURE IOT MARKET SIZE, BY PRECISION FARMING, 2025-2032 (USD MILLION)
  • TABLE 343. RUSSIA AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 344. RUSSIA AGRICULTURE IOT MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 345. RUSSIA AGRICULTURE IOT MARKET SIZE, BY CONNECTIVITY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 346. RUSSIA AGRICULTURE IOT MARKET SIZE, BY CONNECT