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市場調查報告書
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1829204

智慧農業市場（按組件、作物類型、應用和農場規模）—2025-2032 年全球預測

Smart Farming Market by Component, Crop Type, Application, Farm Size - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 199 Pages | 商品交期: 最快1-2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，智慧農業市場規模將成長至 711.9 億美元，複合年成長率為 15.70%。

主要市場統計數據
基準年2024年 221.6億美元
預計2025年 256.5億美元
預測年份：2032年 711.9億美元
複合年成長率（%） 15.70%

簡潔的定位概述了感測、連接、分析和相關人員獎勵如何融合以重新定義農業營運和戰略重點

智慧農業正處於曲折點，數位工具、機械化和農業正在融合，重塑食品和纖維的生產方式。感測、互聯互通和雲原生分析技術的進步，使人們能夠更細緻地了解田間狀況和動物健康狀況，從而支持平衡產量、資源效率和環境管理的決策。這些技術能力與資本可用性的變化以及零售商、監管機構和消費者不斷變化的期望相輔相成，推動了可追溯性和減少環境足跡的實現。

農民希望獲得可預測的產量、降低的投入成本和營運韌性；技術供應商和整合商追求擴充性的產品市場契合度；服務供應商重視生命週期支援和數據主導的成果。隨著這些相關人員整合獎勵，應用將從孤立的試點轉向旨在實現可衡量的農藝改進和成本效益的整合系統。因此，策略規劃不僅要考慮感測器和平台的選擇，還要考慮互通性、資料管治和應用路徑，使農民能夠實現持久的價值。

感測、邊緣運算、分析、資本流動和不斷發展的政策的進步如何推動生態系統從試點轉向可互通的平台編配

智慧農業格局正被幾項變革性轉變重塑，這些轉變正在加速技術應用並重建價值鏈。首先，低成本感測器和邊緣運算的成熟正在降低持續監測的門檻，實現即時干預和更精細的農場級決策。這一轉變得益於數據分析和人工智慧的進步，將遠端檢測數據轉化為營運建議、預測性維護計劃和最佳化的投入應用。同時，農業科技領域的資本流入模式也正從以創投為中心的模式轉向策略性企業投資和債務融資，這些模式更傾向於可擴展且可收益的解決方案。

政策和監管動態也在改變採用獎勵。環境報告要求、主要買家與永續性掛鉤的採購以及旨在保護水土健康的獎勵計劃，使數位農學成為合規和市場准入的必要條件，而不僅僅是提高生產力的手段。同時，互通性和開放標準正成為關鍵的競爭決定因素，因為農民和整合商青睞能夠跨裝置品牌、資料平台和諮詢服務進行互通的模組化解決方案。這些轉變的綜合效應是從點解決方案轉向平台編配，其中生態系統協調和策略夥伴決定了哪些產品能夠獲得廣泛和持久的採用。

檢驗2025 年關稅將如何改變整個智慧農業供應鏈的籌資策略、硬體經濟、軟體採用路徑和供應商定位

美國計劃於2025年實施的關稅將對整個智慧農業生態系統產生多方面的影響，影響投入品採購、成本結構和供應商策略。進口硬體組件和成品設備的關稅上調將增加感測器、致動器和控制器的採購成本，促使目標商標產品製造商和系統整合重新評估其全球採購佈局。為此，一些供應商將加快本地化進程，在免稅地區尋找替代供應商，或重新設計產品架構，以減少對受影響組件的依賴。這些適應策略將改變農民的前置作業時間、庫存政策和總擁有成本的計算。

關稅也會改變硬體部署的經濟性，間接影響軟體和服務的動態。不斷上漲的硬體成本可能會導致買家推遲資本密集型計劃，轉而優先考慮軟體優先策略、訂閱分析或諮詢服務，這些策略可在無需大量直接資本支出的情況下提供短期投資回報。相反，捆綁安裝、校準和長期維護的服務提供者可以透過強調生命週期價值，將其產品定位為對沖硬體成本上漲的工具。最後，關稅將改變跨國供應商的競爭定位，定價策略、保固條款和售後服務支援將成為進口關稅敏感市場的關鍵差異化因素。總而言之，這些影響需要供應鏈彈性、動態定價方法以及與供應商的密切夥伴關係，以保持採用勢頭。

對成分、作物類型、應用和農場規模的詳細細分分析揭示了差異化的採用路徑和商業化影響

仔細的細分分析揭示了跨組件類型、作物類別、應用領域和農場規模的清晰採用路徑和投資優先級，這些因素決定了商業化策略。在組件中，硬體採用模式因強大的現場級感測器、模組化控制器和精密致動器的平衡而異。服務分為領先諮詢（用於設計部署藍圖）與持續支援與維護（用於維持系統運作）。軟體分為數據分析解決方案（可從遠端檢測中獲得洞察）和農場管理解決方案（可在工作流程和合規性報告中實施建議）。這些組件的動態會影響銷售週期、整合要求和售後市場收益潛力。

由於穀類、水果蔬菜以及油籽和豆類的農藝特性和價值密度不同，作物類型的細分可以進一步細化部署場景。穀物和穀類的部署目標是實現玉米、水稻和小麥等作物的規模化和成本效益，而水果蔬菜則需要對葡萄、馬鈴薯和番茄等作物進行更精細的感知和氣候管理。油籽和豆類，包括油菜、鷹嘴豆和大豆，對產量最佳化和土壤養分管理有複雜的需求。應用細分揭示了功能優先順序：作物監測利用空中平台進行成像，並利用衛星資產進行可重複性監測；溫室監測需要精確的氣候控制和病蟲害防治；牲畜監測側重於行為和健康監測；精密農業側重於變量噴灑和產量測繪；土壤監測集中於水分和養分分析。農場規模：大型農場優先考慮規模和整合，中型農場平衡成本和產能，小型農場優先考慮經濟實惠和易用性。這些細分鏡頭指南產品藍圖、通路策略和定價模型。

美洲、歐洲、中東和非洲地區以及亞太地區的基礎設施、法規和農民概況將如何影響差異化的採用模式和商業策略

區域動態將對智慧農業應用的速度和形態產生關鍵影響，這反映了關鍵地區的基礎設施準備、法規結構和客戶概況。在美洲，高度的機械化、零售商主導的突出的永續性要求以及大型商業性農業企業為提供可追溯產量和投入效率的整合精準解決方案創造了一個成熟的市場。北美和南美的採用軌跡在採用規模和資金籌措模式上有所不同，但這兩個地區都強調供應鏈可追溯性和商品最佳化。

在歐洲、中東和非洲，科技應用的促進因素多元。在歐洲部分地區，嚴格的環境法規和補貼制度推動著基於感測器的養分和水資源管理，而中東和非洲的新興市場則優先考慮彈性灌溉和模組化低功耗系統。一些地區的基礎設施限制和資金籌措缺口為計量收費和服務主導的商業模式創造了機會。在亞太地區，我們看到已開發市場和小農市場都在快速採用這些技術。已開發市場追求自動化和高精度溫室系統，而新興市場則強調連結性、低成本感測和行動優先的農場管理。已開發市場追求自動化和高精度溫室系統，開發中國家市場則優先考慮連結性、低成本感測和行動優先的農場管理。整體影響是，上市模式需要根據地區進行調整，同時考慮資金籌措機制、服務預期和法規遵循。

競爭格局表明，平台主導的聚合、硬體專業化和服務整合是整個智慧農業領域的主要價值獲取策略

智慧農業領域的主要企業透過平台策略、硬體專業化和服務深度的結合實現差異化。平台公司專注於資料聚合、互通性和合作夥伴生態系統，使其能夠將第三方感測器和諮詢服務連接到統一的營運架構中。純硬體公司強調高度堅固的感測器、精密驅動和針對特定農藝條件最佳化的控制系統，而軟體優先的供應商則專注於分析、預測和用戶體驗，以加速農民的採用。

一個關鍵趨勢是系統整合和服務提供者的崛起。設備製造商、連接提供者和農藝顧問之間的策略夥伴關係正變得越來越普遍。此外，利用其專有數據和高級分析技術的公司可以創建差異化的諮詢服務，但它們必須在數據收益與農民信任和清晰的數據管治取得平衡。最後，創新通常源自於專注於特定技術問題的新興企業，例如影像處理演算法或低功耗感測。這些新興企業隨後透過與現有企業的合作或收購來擴大規模，重新定位競爭對手並加速整個生態系統的能力提升。

產業領導者應採取切實可行的策略重點和戰術性舉措，以加速採用、降低實施風險並確保永續的競爭優勢

產業領導者應優先考慮一系列切實可行的行動，以加速採用、降低部署風險並創造永續優勢。首先，圍繞可組合架構設計產品，以便輕鬆與傳統設備和第三方感測器整合。其次，採用基於成果的商業模式，將收益與可衡量的農藝改進和成本節約掛鉤，將供應商獎勵與農民收益掛鉤，並降低採購門檻。第三，投資強大的售後服務能力，包括遠距離診斷、預防性保養和響應迅速的現場支持，以顯著提高運作和長期客戶滿意度。

領導者還應在整個價值鏈中建立策略夥伴關係關係，以快速彌補能力差距。與連接提供者、農藝顧問和設備經銷商合作，可以加速分銷和本地支援。同時，他們優先考慮資料管治框架和透明的價值共用，以建立農民信任，並釋放可追溯性和永續性報告等下游服務機會。最後，將政策變革和貿易緊張局勢的情境規劃納入採購和產品藍圖，確保供應鏈靈活性和可預測的客戶服務連續性。這些行動共同降低了進入門檻，並使生態系統在成熟過程中能夠實現長期價值獲取。

結合相關人員訪談、技術檢驗、二次分析和情境測試的嚴格混合方法，產生了可靠、可行的見解

這些見解背後的研究採用了混合方法，結合了主要相關人員訪談、技術檢驗和二手資訊的系統性三角檢驗。主要研究包括對農場經理、設備原始設備製造商代表、軟體供應商、整合商和服務提供者的結構化訪談，以獲取有關採用促進因素、營運限制和採購行為的第一手見解。這些定性輸入與技術檢驗相輔相成，技術驗證檢驗了設備規格、互通性和現場性能報告，以評估商業部署的準備。

分析的第二手資料包括各地區的監管趨勢、基礎設施準備和資金籌措機制。數據三角測量技術用於協調不同的研究結果並突出共識主題。情境分析和敏感度測試評估了外部衝擊（例如關稅變化或供應鏈中斷）如何影響採用路徑和供應商策略。最後，此調查方法經獨立專家反覆檢驗，以確保分析的嚴謹性、假設的清晰記錄以及局限性的透明度，尤其是在各地區數據品質參差不齊且技術績效指標快速變化的情況下。

綜合策略意義，強調互通性、農業經濟、彈性供應鏈和夥伴關係主導的必要性

總而言之，智慧農業既是技術變革，也是農業價值鏈各相關人員的策略要務。未來發展方向強調互通性、以農民為中心的經濟模式以及能夠管理多年總擁有成本的服務模式。單靠技術是不夠的；持久應用需要連貫的商業性結構、可靠的售後服務支持，以及與監管和永續性目標的契合，而這些目標日益決定著市場進入和買家偏好。

隨著應用規模的擴大，硬體成本、軟體功能、服務產品和區域動態之間的相互作用將決定最終的贏家和落後者。那些在自適應架構、透明資料處理和拓展區域支援能力的夥伴關係方面進行早期投資的組織，將最有可能獲得長期價值。同樣重要的是，確保戰略計劃涵蓋供應鏈靈活性、採購多元化和切合實際的定價策略，以應對可能改變採購經濟狀況的政策和貿易突發事件。最終，智慧農業的成功將取決於能否帶來可衡量的農藝和商業性成果，並引起農民及其商業夥伴的共鳴。

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

  • 整合人工智慧驅動的預測分析平台，實現準確的作物產量預測
  • 引入支援物聯網的土壤濕度感測器，為灌溉管理提供即時警報
  • 引入配備頻譜攝影機的自主無人機用於作物健康監測
  • 利用區塊鏈追溯解決方案確保農業供應鏈營運的透明度
  • 擴展垂直農業系統，整合 LED 照明和水耕技術，用於都市區農作物生產
  • 開發機器人實現收割和收割後加工的自動化，以減少對農場勞動力的依賴
  • 在現場作業中實施用於害蟲檢測和有針對性的生物防治介入的機器學習模型
  • 邊緣運算和 5G 連接支持精密農業的低延遲決策

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：智慧農業市場（按組成部分）

  • 硬體
    • 致動器
    • 控制器
    • 感應器
  • 服務
    • 諮詢
    • 支援和維護
  • 軟體
    • 數據分析軟體
    • 農場管理軟體

第9章 智慧農業市場（依作物類型）

  • 糧食
    • 玉米
    • 米
    • 小麥
  • 水果和蔬菜
    • 葡萄
    • 馬鈴薯
    • 番茄
  • 油籽和豆類
    • 菜籽
    • 鷹嘴豆
    • 大豆

第 10 章：智慧農業市場（按應用）

  • 作物監測
    • 無人機影像
    • 衛星影像
  • 溫室監控
    • 氣候控制
    • 害蟲管理
  • 牲畜監控
    • 行為監控
    • 健康監測
  • 精密農業
    • 變數施肥應用
    • 產量圖
  • 土壤監測
    • 濕度監測
    • 營養監測

第 11 章 智慧農業市場（依農場規模）

  • 大型農場
  • 中型農場
  • 小型農場

第 12 章：按地區分類的智慧農業市場

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

第 13 章：按類別分類的智慧農業市場

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

第 14 章。各國智慧農業市場

  • 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15章競爭格局

  • 2024年市佔率分析
  • 2024年FPNV定位矩陣
  • 競爭分析
    • Deere & Company
    • AGCO Corporation
    • CNH Industrial NV
    • Trimble Inc.
    • Topcon Corporation
    • Hexagon AB
    • Kubota Corporation
    • Bayer AG
    • Yara International ASA
    • Lindsay Corporation
Product Code: MRR-430D3EB7260D

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Table of Contents

1. Preface

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

2. Research Methodology

3. Executive Summary

4. Market Overview

5. Market Insights

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

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Smart Farming Market, by Component

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

9. Smart Farming Market, by Crop Type

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

10. Smart Farming Market, by Application

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

11. Smart Farming Market, by Farm Size

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

12. Smart Farming Market, by Region

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

13. Smart Farming Market, by Group

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

14. Smart Farming Market, by Country

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

15. Competitive Landscape

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

LIST OF FIGURES

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

LIST OF TABLES

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