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市場調查報告書
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1830165

智慧農業物聯網市場（按組件、應用、連接技術、技術類型和農場類型分類）—2025-2032 年全球預測

IoT in Smart Farming Market by Component, Application, Connectivity Technology, Technology Type, Farm Type - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 196 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2032年，智慧農業物聯網市場規模將成長至20.8908億美元，複合年成長率為10.08%。

主要市場統計數據
基準年2024年 9.6847億美元
預計2025年 10.645億美元
預測年份：2032年 2,089,080,000美元
複合年成長率（%） 10.08%

為物聯網智慧農業奠定基礎，提供明確的定義、相關人員的價值促進因素和實際的採用前提條件

物聯網技術的廣泛應用正在重塑農業格局，將農場轉變為儀器、數據驅動的企業。本介紹將智慧農業定位為互聯感測器、分析平台、機器人技術和服務的交匯點，旨在實現更精準的決策、減少浪費並改善資源管理。農民、相關企業、設備製造商和技術供應商擴大將數據視為戰略資產，投資者和政策制定者也越來越關注數位工具如何改善供應鏈透明度和環境效益。

隨著技術成本下降和連接選項擴展，初期採用的障礙正從硬體價格承受能力轉變為整合複雜性和技能差距。因此，相關人員不僅必須評估設備和平台功能，還必須評估支援成功部署的營運工作流程。只有感測器選擇、連接選擇、邊緣處理、雲分析和現場操作協調一致，才能實現成功的部署。從這個角度來看，智慧農業的戰略價值源於投入效率、風險降低以及在價值鏈多個環節獲取可行洞察的能力的顯著提升。

邊緣運算、人工智慧、多樣化連接和自動化進步如何融合，重新定義農業營運模式和商務策略

在技​​術融合、農民期望變化以及監管重點不斷演變的推動下，智慧農業格局正在經歷數次變革。首先，邊緣運算和低功耗感測器模組的成熟，使得過去需要人工觀察的近乎即時的決策循環成為可能。這加快了對作物脅迫和動物健康事件的反應速度，並縮短了偵測到行動之間的延遲。其次，人工智慧和進階分析技術正從概念驗證試點階段轉向實際操作流程，將重點從原始資料收集轉向可在不同規模農場中擴展的預測性和規範性智慧。

第三，多樣化的連線方式正在改變部署模式。低功耗廣域網路 (LPWAN) 方法和衛星鏈路補充了行動電話和 Wi-Fi 覆蓋範圍，將覆蓋範圍擴展到偏遠的生產區域，而混合連接架構則減少了對單點的依賴。第四，機器人和自動化技術正從輔助工具演變為日益自主的作業工具，從而改變勞動模式，並實現更頻繁、更精準的介入。最後，隨著供應商提供基於結果的服務或捆綁硬體、連接、分析和支援的訂閱模式，經營模式也在改變。總的來說，這些轉變正在減少摩擦，擴展可尋址的應用，並促進傳統農業相關企業與科技公司之間的新合作。

評估2025年美國關稅變化對下游營運和採購的影響，以及彈性籌資策略如何降低供應鏈風險

2025年美國加徵關稅正在全球供應鏈中引發一系列戰略應對措施，影響精密農業技術的採購、製造和部署時間表。鑑於進口成本上升和監管合規要求的提高，從海外供應商採購先進影像感測器、通訊模組和機器人致動器等專用組件的公司不得不重新評估其供應商組合和物流路線。因此，採購團隊正在加速供應商多元化，探索近岸製造，並優先考慮模組化設計，以便實現關鍵子系統的本地組裝。

除了採購調整之外，關稅還影響供應商的定價策略和合約結構。技術提供者正在重新評估保固期、前置作業時間和捆綁服務，以在保護利潤率的同時保持競爭力。對於整合商和服務公司而言，展示快速的價值實現時間變得越來越重要，因為不斷上漲的零件成本使得客戶更加重視成本，並要求更清晰的投資報酬率解釋。最後，關稅重新激發了人們對標準和互通性的興趣，因為遵循通用介面的設備在供應中斷時更容易被替換。簡而言之，關稅變化的累積影響正在加劇對彈性供應鏈、自適應籌資策略和容忍零件替換的產品架構的需求。

全面的細分洞察，涵蓋組件、應用程式、連接選擇、技術類型和公司模式，以指導優先排序和商業性重點

細粒度的細分視圖揭示了在整個物聯網智慧農業生態系統中價值創造的領域以及應優先投資的領域。從組件角度來看，硬體仍然是基礎，包括控制器、無人機、閘道器、機器人和感測器模組，每個類別都需要不同的設計優先級，以實現穩健性、能源效率和現場可維護性。服務透過諮詢、整合和支援服務對硬體進行補充，幫助將技術轉化為可靠的營運能力。軟體層是編配黏合劑，包括分析、監控和平台功能。分析涵蓋說明分析和預測性分析，可將遙測轉化為洞察；監控結合即時和遠端監控以保持情境察覺；平台在雲端或本地平台上運行，具體取決於資料駐留和延遲需求。

應用細分闡明了物聯網將在哪些領域帶來切實成果：作物監測解決疾病檢測和產量預測問題，溫室自動化平衡氣候控制和養分供應，牲畜監測將健康監測與位置追蹤相結合，精準灌溉側重於自動灌溉系統和土壤水分管理，以最佳化用水。連接技術的選擇在操作上至關重要，包括用於近距離鏈路的 BLE 藍牙和經典變體；跨越 3G、4G 和 5G 的蜂窩網路，可實現更大的吞吐量和移動性；用於低功耗、遠距遠端檢測的蜂巢式網路選項，例如 LoRaWAN、NB IoT 和 Siox；在內的 Wi-Fi 標準，可滿足現場的高頻寬需求。技術類型細分突出了人工智慧和分析的作用，包括機器學習模型和預測分析；涵蓋頻譜和熱成像的成像技術；涵蓋自動曳引機、無人機和機器人收割機的機器人和自動化；以及感測器，包括土壤、超音波和天氣感測器。最後，魚貝類之間的區別，包括水產養殖（包括海鮮養殖）、作物種植（包括穀物和園藝）和畜牧養殖（酪農、家禽養殖和豬養殖），推動了對耐用性、採樣節奏和法規遵從性的不同要求。這些細分層面提供了一個全面的視角，可根據應用適用性和營運限制，確定研發、商業策略和上市選擇的優先順序。

美洲、歐洲、中東和非洲以及亞太地區的採用模式將如何影響部署策略、夥伴關係和監管合規性

區域動態顯著影響智慧農業技術的採用路徑、監管預期和夥伴關係模式。在美洲，商業化農業傾向於大規模部署，產量最佳化和營運效率推動了對分析主導管理和自動化機械的投資。該市場的特點是分銷管道成熟，願意採用訂閱式和基於結果的服務，並專注於與現有農場管理系統的整合。一些司法管轄區的法律規範和激勵計劃進一步鼓勵減少環境足跡的精準實踐。

在歐洲、中東和非洲，情況更加多樣化，先進的精準計劃與需要低成本、彈性解決方案的小農戶並存。在這些地區，遵守嚴格的資料隱私規範和不斷發展的永續性目標正在影響產品設計和資料管治實踐。合作研發和公私合作計畫通常在現場檢驗中發揮重要作用。亞太地區在部分密集型農業領域正在迅速採用該技術，人們對用於勞動力受限作業的感測器網路和機器人技術有著濃厚的興趣。該地區農場規模和氣候條件各異，推動了對靈活的連接解決方案和本地客製化服務模式的需求。在每個地區，能否獲得當地通路合作夥伴、監管透明度以及熟練的整合支援將決定部署的速度和規模。

競爭動態和企業策略揭示了平台整合、利基專業化和夥伴關係的形成如何影響技術採用軌跡

競爭格局由成熟的設備製造商、軟體平台供應商、連接專家、系統整合商以及填補利基應用空白的靈活新興企業所構成。擁有廣泛產品組合的市場領導通常會追求捆綁分析、設備管理和服務的平台，以鞏固長期客戶關係；而組件專家則專注於差異化功能，例如先進的影像處理有效載荷和高精度致動器。同時，系統整合商和顧問公司則充當現場營運和數位系統之間的橋樑，提供現場評估、整合和持續支持，以降低部署風險。

新興企業是引入顛覆性能力的關鍵，尤其是在人工智慧分析、影像處理和機器人技術等領域，迭代式現場測試和快速的產品演進至關重要。感測器製造商、平台營運商和通路合作夥伴之間的夥伴關係與聯盟正日益普遍，以提供端到端的解決方案。策略性措施包括：垂直整合以控制關鍵控制層；白牌聯盟以擴大分銷；以及選擇性併購以加速能力建設。重要的是，成功的公司除了技術專長外，還展現出深厚的農學知識，從而能夠開發出能夠解決實際營運痛點並融入現有農場工作流程的產品。

切實可行的策略和營運建議，以加速採用、減少實施摩擦，並使數位能力與農場實際情況保持一致

產業領導者可以採取一系列切實可行的措施，使產品設計與農民的實際情況和商業性限制一致，從而加速影響力並減少採用阻力。首先，優先考慮互通性和模組化，使設備和軟體能夠以最低限度的客製化程度整合到現有設備群和管理系統中。這可以降低用戶轉換成本，並在供應鏈中斷需要更換零件時提高韌性。其次，透過設計能夠反映農場差異性的定價和交付模式，並提供分級訂閱、按次付費以及包含整合和支援的配套服務，從而降低初始採用風險。

第三，無論農場類型如何，都要投資田間檢驗，並與種植者共同設計方案，以確保解決方案能夠應對電力供應、維護週期和氣候變遷等實際限制。第四，加強資料管治以建立信任，明確資料所有權、匿名通訊協定和存取控制。第五，利用通路合作夥伴，並建立本地夥伴關係關係，以提供部署和售後服務支持，從而擴大安裝規模並快速回應服務需求。最後，透過有針對性的培訓計畫和分析加速器來增強員工能力，使農業團隊能夠有效地將洞察轉化為行動。透過實施這些建議，領導者可以縮小技術能力與營運影響之間的差距，從而加速永續應用和可衡量的成果。

透明且可複製的調查方法結合了初步訪談、現場檢驗、二次綜合和分析三角測量，確保了可靠的研究結果

本報告所依據的研究採用了多階段調查方法，結合了初步定性輸入、結構化的次要研究和嚴格的三角測量，以確保研究的穩健性和可複製性。初步研究包括對農民、設備製造商、平台提供者、整合商和專家的深入訪談，以了解實際實施經驗、痛點和成功因素。此外，我們還進行了一系列現場考察和技術演示，以檢驗關於可靠性、功耗和運行條件下整合易用性方面的聲明。

我們的二手資料研究整合了技術文獻、監管指南、公共採購文件和供應商技術規範，以全面展現現有技術和標準。數據三角測量將這些輸入與供應鏈資訊和專利狀態訊號進行交叉比對，檢驗策略方向。我們的分析框架包括細分映射、價值鏈影響評估和實施準備度評分，用於比較不同用例和農場類型的解決方案。品質保證步驟包括獨立專家的交叉檢驗和用於解決差異的迭代審查週期。調查方法的局限性，例如偏遠地區的訪問限制以及某些新技術的不斷發展，已透過持續更新機制和資訊來源透明度得到解決。

綜合這些影響，顯示物聯網與農業的實際結合如何決定農業的彈性、環境結果和營運可預測性。

綜合證據表明，未來物聯網主導的智慧農業將取決於其能否融入日常營運、實現可衡量的農藝改進以及支持更廣泛的永續性目標。不同組件的技術就緒程度各不相同，感測器和連接技術已基本成熟，而先進的機器人技術和完全自主技術仍在積極完善中。物聯網應用的勢頭將取決於營運韌性的顯著回報、獎勵資源高效實踐的監管獎勵，以及降低農民初始應用風險的經營模式。

從生態系統的角度來看，最成功的舉措將結合耐用的硬體、靈活的連接堆疊、強大的分析能力以及透過合作夥伴驅動的市場化方式提供的可靠服務。農學家、技術人員和通路合作夥伴之間的跨學科合作對於將試點計畫擴展為可重複的商業部署至關重要。最終，物聯網在農業領域的真正價值將不再取決於其創新性，而是取決於它在多大程度上能夠實現可預測的營運、減少浪費，並支持滿足不斷變化的市場和監管需求的永續生產系統。

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

  • 整合邊緣運算和人工智慧驅動的無人機影像，實現即時作物健康分析和產量預測
  • 部署 LoRaWAN 和 NB-IoT 網路，實現廣闊偏遠農業領域的可擴展感測器連接
  • 實現與天氣資料 API 綁定的土壤濕度感測器，用於自動化精準灌溉管理
  • 引入區塊鏈追溯系統，實現農產品從農場到餐桌的安全端到端追蹤
  • 使用電腦視覺和機器學習的自主機器人除草機進行永續雜草管理
  • 開發結合無人機頻譜影像和土壤數據的數位雙胞胎模型，用於產量最佳化
  • 將人工智慧高光譜影像融入溫室，以便及早發現作物病害與壓力
  • 結合穿戴式物聯網生物識別感測器，持續監測牲畜健康與行為
  • 實施太陽能低能耗感測器網路，支持離網智慧農場營運
  • 結合衛星遙感探測和無人機數據，提供全面的精密農業決策支持

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 智慧農業物聯網市場（按組件）

  • 硬體
    • 控制器
    • 無人機
    • 閘道
    • 機器人技術
    • 感測器模組
  • 服務
    • 諮詢
    • 整合服務
    • 支援服務
  • 軟體
    • 分析
      • 說明分析
      • 預測分析
    • 監控
      • 即時監控
      • 遠端監控
    • 平台
      • 雲端平台
      • 本地平台

第9章 智慧農業物聯網市場應用

  • 作物監測
    • 疾病檢測
    • 產量預測
  • 溫室自動化
    • 氣候控制
    • 營養供應
  • 牲畜監控
    • 健康監測
    • 位置追蹤
  • 精準灌溉
    • 自動灌溉系統
    • 土壤水分管理

第 10 章 智慧農業中的物聯網市場（按連接技術）

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

第11章 智慧農業物聯網市場（依技術類型）

  • 人工智慧和分析
    • 機器學習模型
    • 預測分析
  • 成像技術
    • 頻譜成像
    • 熱成像
  • 機器人與自動化
    • 自動曳引機
    • 無人機
    • 機器人收割機
  • 感應器
    • 土壤感測器
    • 超音波感測器
    • 天氣感測器

第12章 智慧農業物聯網市場（依農場類型）

  • 水產養殖
    • 水產養殖
    • 貝類養殖
  • 作物種植
    • 穀物作物
    • 園藝
  • 家畜
    • 乳牛
    • 家禽
    • 豬

第13章 智慧農業物聯網市場（按地區）

  • 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14章 智慧農業物聯網市場（依類別）

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

第 15 章 各國智慧農業物聯網市場

  • 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16章競爭格局

  • 2024年市佔率分析
  • 2024年FPNV定位矩陣
  • 競爭分析
    • Trimble Inc.
    • CNH Industrial NV
    • AGCO Corporation
    • CLAAS KGaA mbH
    • Kubota Corporation
    • Ag Leader Technology
    • Topcon Corporation
    • Hexagon AB
    • Bayer AG
    • Siemens AG
Product Code: MRR-437896AA3971

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

3. Executive Summary

4. Market Overview

5. Market Insights

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

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. IoT in Smart Farming Market, by Component

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

9. IoT in Smart Farming Market, by Application

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

10. IoT in Smart Farming Market, by Connectivity Technology

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

11. IoT in Smart Farming Market, by Technology Type

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

12. IoT in Smart Farming Market, by Farm Type

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

13. IoT in Smart Farming Market, by Region

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

14. IoT in Smart Farming Market, by Group

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

15. IoT in Smart Farming Market, by Country

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

16. Competitive Landscape

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

LIST OF FIGURES

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

LIST OF TABLES

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