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1829119

智慧收穫市場（按組件、技術、部署模式、最終用戶和應用）—2025-2032 年全球預測

Smart Harvest Market by Component, Technology, Deployment Mode, End User, Application - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 191 Pages | 商品交期: 最快1-2個工作天內

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預計到 2032 年智慧收割市場將成長至 663.3 億美元，複合年成長率為 14.93%。

主要市場統計數據
基準年2024年 217.8億美元
預計2025年 249.8億美元
預測年份：2032年 663.3億美元
複合年成長率（%） 14.93%

精密農業應用的簡明策略框架以及智慧收割如何與業務目標一致，以推動永續的農場生產力成長

智慧收穫時代需要一個清晰的營運框架，將技術能力與農場層面的成果、財務韌性和環境永續性連結起來。本引言將智慧農業定位為整合的營運模式，而非一套孤立的技術，它融合了感測、分析、自動化和新的服務模式，重新定義了作物的規劃、監測和上市方式。透過闡明推動採用的策略重點——生產力最佳化、資源效率、可追溯性和對投入變化的韌性——本節為解讀後續研究結果和建議提供了一個視角。

從概念承諾到實際部署，需要採購、現場營運和企業IT部門的通力合作。決策者必須協調短期營運壓力與長期轉型目標，並在試點實驗與可擴展治理之間取得平衡。此外，跨職能部門的管治也至關重要。農業學家、資料科學家、營運經理和採購專業人員需要共用的語言和可衡量的KPI，才能將技術試點納入主流工作流程。透過這種協調，組織可以減少採用過程中的摩擦，加快價值實現速度，並創建可重複的方案來擴展精準干預措施。

最後，組織準備度不僅限於技術和流程，還包括資料素養、商業模式設計和供應商管理。高階主管應該將智慧舉措視為對能力的策略投資，而不僅僅是資本支出。考慮到這一點，下一節將探討檢驗哪些計劃成功、哪些計劃失敗的不斷變化的力量、監管阻力、細分市場的細微差別以及特定地區的採用動態。

技術融合、政策轉變和供應鏈壓力如何改寫農業經濟並重新定義整個食品體系的價值創造

在先進感測技術、無所不在的連結和成熟分析技術整合的推動下，農業技術領域正在經歷變革。電腦視覺、嵌入式感測器和自主系統已不再停留在實驗階段，而是日益成為日常運作中不可或缺的一部分。技術的成熟正在降低營運門檻，並為從生產到分銷的全流程協同編配新的途徑。因此，無論是創新者還是現有企業，都在從單點解決方案轉向能夠提供端到端可視性和可操作情報的整合平台。

同時，不斷變化的政策框架和供應鏈預期正在將可追溯性和永續性提升為不可協商的要求。買家、零售商和監管機構越來越要求提供有關投入、工作條件和環境影響的檢驗數據，這導致對分散式帳本和防篡改遙測等可驗證技術的需求不斷成長。總擁有成本和可衡量的環境效益如今與價格和功能組契約等重要。

市場動態也正在改變規模經濟和部署模式。大型營運商和有組織的合作社正在加速對自動化和基於平台的服務的投資。同時，服務供應商正在以訂閱、基於結果和託管服務模式提供創新服務，從而減少小型營運商的部署阻力。這些趨勢正在創造一個既分化又互補的格局，高吞吐量計量型與模組化、按需付費的解決方案共存，從而實現更廣泛的部署，同時為資金充足的採用者集中提供高級功能。

評估2025年美國關稅變化對連鎖經營、供應鏈和投資的影響，以及對智慧農業採購的影響。

美國關稅調整生效至2025年，這增加了採購的複雜性，並對硬體製造、零件採購和供應商定價策略產生了連鎖反應。對於參與智慧農業部署的組織而言，這些貿易措施改變了供應商的選擇標準，並提升了彈性供應鏈設計的重要性。採購團隊必須重新評估其供應商佈局，權衡本地組裝與擴大全球採購的利弊，並考慮延長感測器、致動器和專用控制器等關鍵零件的前置作業時間。

因此，許多解決方案供應商加快了雙源策略，並尋求近岸外包機會，以降低與關稅相關的成本風險。這種轉變對計劃時程和資本部署產生了實際影響。部署時間緊迫的部署在重新談判合約期間遭遇延誤，而採購彈性有限的組織則面臨短期成本上漲。同時，關稅環境刺激了模組化和組件標準化的創新，而尋求降低風險的公司則投資於能夠適應替代供應商的設計，而無需重新設計其核心系統。

重點，關稅環境也影響了策略夥伴關係和商業模式，因為買家更重視可靠性和可預測的總成本，而不是較低的前期成本。此外，投資模式轉向軟體驅動的解決方案（分析平台、農場管理套件、可互通的中間件），因為這些功能不易受關稅引起的組件價格波動的影響，並且可以透過數據和服務提供永續的競爭優勢。

細分主導的機會和風險概況，揭示在硬體、軟體、服務、技術、部署、最終用戶和應用程式中獲取價值的位置

理解市場機會需要具備細分視角，能夠洞察價值集中之處和執行風險最高之處。按組件分類，硬體、服務和軟體均有差異。硬體包括致動器、控制器和感測器，其穩健性、互通性和環境耐受性決定了現場可靠性。服務包括諮詢、支援和維護，這些對於將試點計畫擴展為可預測的營運至關重要。硬體通常需要資金和供應鏈前置作業時間，而軟體和服務則能夠實現快速迭代和持續的收益流。

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

  • 實施人工智慧驅動的預測分析，以最佳化作物產量和收穫時間
  • 引進多智慧體自主機器人收割機，提高田間工作效率
  • 將支援物聯網的土壤濕度感測器與自動灌溉和收穫計劃相結合
  • 實施區塊鏈追溯平台，實現從收穫到市場的端到端透明度
  • 開發太陽能無人收割機，用於永續田間作業

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 智慧收穫市場（按組件）

  • 硬體
    • 致動器
    • 控制器
    • 感應器
  • 服務
    • 諮詢
    • 支援和維護
  • 軟體
    • 分析平台
    • 農場管理軟體
    • 行動應用程式

第9章 智慧收割市場（按技術）

  • 人工智慧/機器學習
    • 電腦視覺
    • 機器學習
  • 區塊鏈
    • 智慧合約
    • 供應鏈可追溯性
  • IoT
    • 端點設備
    • 無線感測器網路
  • 機器人技術
    • 自動駕駛汽車
    • 無人機

第 10 章 智慧收穫市場（依部署模式）

  • 雲
  • 混合
  • 本地部署

第 11 章 智慧採伐市場（依最終用戶分類）

  • 合作社
  • 大型農場
    • 政府計劃
    • 私人公司
  • 中小型農場
    • 合約農業
    • 家族企業

第12章 智慧採伐市場（依應用）

  • 作物規劃
  • 灌溉管理
  • 供應鏈最佳化
  • 產量監測
    • 基於影像的監控
    • 基於感測器的監控

第13章 智慧收割市場（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 智慧採伐市場（依類別）

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

第 15 章。按國家/地區分類的智慧收穫市場

  • 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
    • Deere & Company
    • CNH Industrial NV
    • AGCO Corporation
    • Kubota Corporation
    • Mahindra & Mahindra Limited
    • SDF SpA
    • Trimble Inc.
    • Hexagon AB
    • Yanmar Holdings Co., Ltd.
    • Topcon Corporation
Product Code: MRR-43676CF42954

The Smart Harvest Market is projected to grow by USD 66.33 billion at a CAGR of 14.93% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 21.78 billion
Estimated Year [2025] USD 24.98 billion
Forecast Year [2032] USD 66.33 billion
CAGR (%) 14.93%

A concise strategic framing of precision agriculture adoption and how Smart Harvest aligns with operational goals to drive sustainable farm productivity gains

The Smart Harvest era demands a clear executive framing that connects technological capability to farm-level outcomes, financial resilience, and environmental sustainability. This introduction situates smart agriculture not as a set of isolated technologies but as an integrated operational paradigm that combines sensing, analytics, automation, and new service models to redefine how crops are planned, monitored, and delivered to market. By articulating the strategic priorities that drive adoption-productivity optimization, resource efficiency, traceability, and resilience to input volatility-this section establishes a lens for interpreting subsequent findings and recommendations.

Transitioning from conceptual promise to practical deployment requires alignment across procurement, field operations, and enterprise IT. Decision-makers must reconcile short-term operational pressures with longer-term transformation objectives, balancing pilot experimentation with scalable governance. Moreover, cross-functional coordination is essential: agronomists, data scientists, operations managers, and procurement professionals need a shared language and measurable KPIs to move technology pilots into mainstream workflows. When that alignment occurs, organizations can reduce implementation friction, accelerate time-to-value, and create repeatable playbooks for scaling precision interventions.

Finally, organizational readiness extends beyond technology and process to include data literacy, commercial model design, and supplier management. Executives should view smart harvest initiatives as strategic investments in capability, not merely capital expenditures. With that mindset, the next sections examine the forces reshaping the landscape, regulatory headwinds, segmentation nuances, and region-specific adoption dynamics that will determine which initiatives succeed and which fall short.

How converging technologies, policy shifts, and supply chain pressures are rewriting agriculture economics and redefining value creation across the food system

The agricultural technology landscape is undergoing transformative shifts driven by the convergence of advanced sensing, pervasive connectivity, and mature analytics. Computer vision, embedded sensors, and autonomous systems are no longer experimental; they are becoming integral to routine operations. This technological maturation is lowering operational barriers to entry and creating new avenues for orchestration across the production-to-distribution continuum. As a result, innovators and incumbents alike are pivoting from single-point solutions toward integrated platforms that promise end-to-end visibility and actionable intelligence.

Concurrently, evolving policy frameworks and supply chain expectations are elevating traceability and sustainability as non-negotiable requirements. Buyers, retailers, and regulators increasingly demand verifiable data on inputs, labor conditions, and environmental impact, which in turn amplifies demand for provenance-enabling technologies such as distributed ledgers and tamper-evident telemetry. These pressures are reshaping procurement criteria: total cost of ownership and measurable environmental outcomes now matter as much as upfront price and feature sets.

Market dynamics are also shifting the economics of scale and adoption. Larger operations and organized cooperatives are accelerating investments in automation and platform-based services because they can internalize and standardize returns across acres. At the same time, service providers are innovating with subscription, outcome-based, and managed-service models that reduce adoption friction for smaller operators. Together, these trends are creating a bifurcated yet complementary landscape where high-throughput automation coexists with modular, pay-as-you-go solutions, enabling broader adoption while concentrating advanced capabilities among well-resourced adopters.

Assessing the cascading operational, supply chain, and investment effects of the United States tariff changes through 2025 and their implications for smart agriculture procurement

The United States tariff adjustments enacted through 2025 introduced a layer of procurement complexity that rippled across hardware manufacturing, component sourcing, and vendor pricing strategies. For organizations engaged in smart agriculture deployments, these trade measures altered supplier selection criteria and heightened the importance of resilient supply chain design. Procurement teams have had to reassess vendor footprints, weigh the benefits of localized assembly versus extended global sourcing, and account for longer lead times for critical components such as sensors, actuators, and specialized controllers.

As a consequence, many solution providers accelerated dual-sourcing strategies and sought near-shoring opportunities to mitigate tariff-related cost exposure. This shift had practical implications for project timelines and capital deployment: deployments with tight rollout schedules experienced delays while contracts were renegotiated, and organizations with limited procurement flexibility faced higher short-term costs. At the same time, the tariff environment incentivized innovation in modularity and component standardization; firms looking to reduce exposure invested in designs that could accommodate alternative suppliers without redesigning core systems.

Importantly, the tariff landscape also influenced strategic partnerships and commercial models. Vendors that could offer bundled services, local installation, and robust maintenance agreements gained relative advantage, since buyers prioritized reliability and predictable total cost over the lowest upfront price. Additionally, investment patterns shifted toward solutions that emphasized software-defined differentiation-analytics platforms, farm management suites, and interoperable middleware-because these capabilities are less susceptible to tariff-driven component price volatility and offer sustained competitive moats through data and services.

Segment-driven opportunities and risk profiles that reveal where hardware, software, services, technologies, deployment modes, end-users and applications will capture value

Understanding market opportunity requires a segmentation-aware lens that surfaces where value concentrates and where execution risk is highest. Based on component, the landscape differentiates across Hardware, Services, and Software. Hardware includes actuators, controllers, and sensors whose robustness, interoperability, and environmental tolerance determine field reliability; Services encompass consulting and support & maintenance, which are crucial for scaling pilots into predictable operations; Software covers analytics platforms, farm management software, and mobile applications that translate raw telemetry into agronomic decisions and operational workflows. These component distinctions highlight divergent investment rhythms: hardware often needs capital and supply chain lead time, whereas software and services enable rapid iteration and recurring revenue streams.

Based on technology, adoption patterns vary significantly across AI/ML, Blockchain, IoT, and Robotics. AI/ML capabilities break down into computer vision and machine learning models that automate anomaly detection and yield prediction; Blockchain implementations focus on smart contracts and supply chain traceability to satisfy provenance demands; IoT architectures include end point devices and wireless sensor networks that form the sensory backbone of precision systems; Robotics covers autonomous vehicles and drones that deliver labor substitution and high-frequency data collection. Each technological domain carries a distinct technical debt profile and integration requirement, informing both vendor selection and internal capability development.

Based on deployment mode, organizations are choosing between Cloud, Hybrid, and On-Premises architectures depending on latency needs, data governance preferences, and connectivity constraints. Cloud-first deployments accelerate analytics adoption and remote management, while hybrid and on-premises options address sensitive data concerns and intermittent connectivity in remote operations. Based on end user, uptake is stratified among Cooperatives, Large Farms, and Small & Medium Farms. Large Farms pursue technology through government projects and private enterprises that emphasize scale, resilience, and productivity gains. Small & Medium Farms often adopt through contract farming arrangements or as family-owned operations, where cost predictability and simple user experiences are paramount.

Finally, based on application, the most active use cases include crop planning, irrigation management, supply chain optimization, and yield monitoring. Yield monitoring itself bifurcates into imaging-based monitoring and sensor-based monitoring, each delivering different resolutions of insight and operational trade-offs. Together, these segmentation dimensions show that commercial strategy must be multidirectional: solution design should be modular enough to serve diverse deployment modes, technologically agnostic enough to combine AI/ML with robust IoT hardware, and commercially adaptable to meet the procurement profiles of cooperatives, large enterprises, and smaller farms alike.

Regional demand dynamics and comparative advantages that explain adoption velocity across the Americas, EMEA, and Asia-Pacific for smart farming solutions

Regional dynamics shape both the speed and shape of smart agriculture adoption, with distinctive demand drivers in the Americas, Europe, Middle East & Africa, and Asia-Pacific. In the Americas, a combination of large-scale commercial agriculture, established supply chains, and access to venture and corporate capital supports rapid deployment of automation and analytics platforms. Adoption is often characterized by integration at scale, with large operations prioritizing systems that deliver measurable operational efficiencies and facilitate compliance with retail traceability requirements. Moreover, North and South American markets exhibit strong ecosystems of equipment OEMs, independent service providers, and systems integrators that simplify end-to-end project execution.

In Europe, Middle East & Africa, regulatory imperatives and sustainability policy frameworks exert a stronger influence on procurement decisions. Buyers emphasize emissions reduction, nutrient management, and documented provenance, which drives demand for traceability technologies, precision input delivery, and analytics that quantify environmental outcomes. Solutions that can demonstrate compliance with regional regulatory regimes and that integrate with retailer sustainability programs tend to gain traction faster. Additionally, regional heterogeneity in farm size and infrastructure requires vendors to offer flexible commercial models and localized support.

The Asia-Pacific region is notable for its duality: highly mechanized, export-oriented large farms coexist with dense populations of smallholder and family-operated farms. This diversity fosters two adoption pathways-platforms and automation tailored to large-scale operators, and cost-effective, mobile-first solutions designed for small and medium farms. Rapid digitization in the region's supply chains and strong government interest in productivity-enhancing technologies further accelerate adoption. Across all regions, the interplay between connectivity infrastructure, local service capability, and regulation determines whether pilots scale into operational practice or remain isolated experiments.

Competitive positioning, partnerships, and innovation pathways that leading vendors must pursue to sustain differentiation in the rapidly evolving agtech landscape

Competitive dynamics in the smart harvest ecosystem reflect a mix of incumbent equipment manufacturers, specialized software firms, service integrators, and a growing cohort of niche innovators. Leading companies are differentiating through platform openness, data partnerships, and vertically integrated service offerings that lower buyer friction. Strategic partnerships between hardware OEMs and analytics providers are increasingly common, enabling combined value propositions that bundle sensing hardware, connectivity, and decision-support tools into a single commercial engagement. These alliances shorten deployment timelines and create customer lock-in through integrated support and data continuity.

Product innovation remains a primary axis of competition. Firms investing in robust field-hardened sensors, low-power wireless architectures, and edge analytics gain advantage in environments with limited connectivity, while companies that refine cloud-native analytics and machine learning models differentiate on predictive accuracy and user experience. Simultaneously, vendors that can demonstrate strong service and maintenance capabilities-whether through certified partner networks or in-house technical teams-are winning procurement processes where reliability and uptime matter as much as initial functionality.

Mergers, acquisitions, and capital partnerships continue to reshape capabilities and market reach. Buyers are showing preference for suppliers who can support national rollouts and provide transparent data governance. As a result, competitive positioning now depends as much on go-to-market capability and service delivery as on singular technology supremacy. Organizations evaluating suppliers should weigh product roadmaps alongside evidence of field performance, partner ecosystems, and the ability to provide verified outcomes in real production settings.

Practical strategic moves and investment priorities for industry leaders to accelerate adoption, lower risk, and realize sustainable returns from smart harvest initiatives

Industry leaders should adopt a pragmatic, phased approach to capture value from smart harvest initiatives. Start by defining a narrow set of measurable outcomes-such as irrigation efficiency gains, labor displacement reduction, or traceability compliance-and design pilot programs that directly map interventions to those outcomes. Prioritize solutions that offer clear integration pathways with existing farm management systems and that provide demonstrable support and maintenance models. This focus reduces pilot ambiguity and accelerates the transition from experimentation to standardized operational practices.

Next, invest in modular architectures and interoperability standards that enable flexible supplier substitution and reduce vendor lock-in risks. By specifying open interfaces and standardized data schemas, organizations can assemble best-of-breed components-sensors from specialist hardware providers, analytics from focused software vendors, and services from regional integrators-without sacrificing coherence. Additionally, implement governance frameworks that clarify data ownership, access rights, and privacy expectations, thereby reducing legal and operational resistance to sharing telemetry across partners.

Finally, align commercial models with adopter profiles. For large enterprises and government-backed programs, outcome-based contracts and managed-service agreements can de-risk adoption and secure long-term service relationships. For smaller operations, prioritize low-friction subscription models, mobile-first user experiences, and bundled service offerings that limit the need for internal technical expertise. Complement these offerings with targeted training programs and performance guarantee pilots that demonstrate ROI in real operational contexts, thereby building the trust needed for broader rollout.

Transparent research architecture describing the data sources, analytical frameworks, and validation processes that underpin the market intelligence in this report

The research underpinning this report combines primary qualitative interviews, systematic secondary data review, and structured validation exercises to ensure rigor and relevance. Primary research included structured interviews with farmers, cooperative managers, procurement specialists, systems integrators, and technology vendors to capture firsthand perspectives on deployment barriers, success factors, and supplier performance. These interviews were synthesized to form thematic frameworks and to validate hypotheses generated through literature and industry reports.

Secondary analysis drew on technical documentation, product specifications, regulatory texts, and publicly available case studies to map technology capabilities to operational requirements. Where possible, technical claims were cross-referenced against field performance data and pilot reports to distinguish marketing narratives from verifiable outcomes. Triangulation across multiple data sources reduced bias and surfaced consistent patterns in supplier behavior, adoption triggers, and regional differentiators.

Finally, findings were stress-tested through scenario workshops that considered alternative supply chain disruptions, policy changes, and technology adoption trajectories. The methodology emphasizes transparency: assumptions and data limitations are documented, and findings are presented with contextual qualifiers when evidence is partial or evolving. This approach provides decision-makers with both the analytical lineage of conclusions and the practical contingencies that should inform strategic choices.

Synthesis of strategic takeaways that connect technological capability, regulatory realities, and operational readiness into a coherent action agenda for stakeholders

The synthesis of evidence points to a clear strategic imperative: organizations that pair technological adoption with deliberate operational redesign and commercial model innovation will capture disproportionate value. Technological maturity across sensing, connectivity, and analytics lowers the technical barrier to entry, but success ultimately depends on aligning incentives across the farm enterprise, suppliers, and downstream buyers. When pilots are treated as capability-building exercises rather than isolated proofs of concept, organizations can scale interventions, reduce unit costs, and embed data-driven decision-making into routine agricultural practice.

Policy and procurement environments will remain critical moderators of adoption. Where regulatory frameworks emphasize traceability and environmental outcomes, demand for provenance and analytics increases, creating commercial opportunities for vendors who can instrument and verify those outcomes. Conversely, tariff-induced supply chain volatility underscores the necessity of resilient sourcing strategies and modular designs that accommodate alternative suppliers.

In closing, the pathway to smart harvest maturity is iterative and multifaceted. Stakeholders should prioritize measurable outcomes, invest in interoperability and governance, and adopt commercial mechanisms that distribute risk while preserving upside. Those that successfully integrate technology, operations, and commercial models will not only improve farm-level productivity and sustainability but will also secure competitive advantage in a rapidly evolving value chain.

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. Adoption of AI-driven predictive analytics for optimizing crop yield and harvest timing
  • 5.2. Deployment of multi-agent autonomous robotic harvesters to increase field operational efficiency
  • 5.3. Integration of IoT-enabled soil moisture sensors with automated irrigation and harvesting schedules
  • 5.4. Implementation of blockchain traceability platforms for end-to-end harvest-to-market transparency
  • 5.5. Development of solar-powered unmanned harvesting vehicles for sustainable field operations

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Smart Harvest 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. Analytics Platform
    • 8.3.2. Farm Management Software
    • 8.3.3. Mobile Applications

9. Smart Harvest Market, by Technology

  • 9.1. AI/ML
    • 9.1.1. Computer Vision
    • 9.1.2. Machine Learning
  • 9.2. Blockchain
    • 9.2.1. Smart Contracts
    • 9.2.2. Supply Chain Traceability
  • 9.3. IoT
    • 9.3.1. End Point Devices
    • 9.3.2. Wireless Sensor Networks
  • 9.4. Robotics
    • 9.4.1. Autonomous Vehicles
    • 9.4.2. Drones

10. Smart Harvest Market, by Deployment Mode

  • 10.1. Cloud
  • 10.2. Hybrid
  • 10.3. On-Premises

11. Smart Harvest Market, by End User

  • 11.1. Cooperatives
  • 11.2. Large Farms
    • 11.2.1. Government Projects
    • 11.2.2. Private Enterprises
  • 11.3. Small & Medium Farms
    • 11.3.1. Contract Farming
    • 11.3.2. Family Owned

12. Smart Harvest Market, by Application

  • 12.1. Crop Planning
  • 12.2. Irrigation Management
  • 12.3. Supply Chain Optimization
  • 12.4. Yield Monitoring
    • 12.4.1. Imaging-Based Monitoring
    • 12.4.2. Sensor-Based Monitoring

13. Smart Harvest 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. Smart Harvest Market, by Group

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

15. Smart Harvest 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. Deere & Company
    • 16.3.2. CNH Industrial N.V.
    • 16.3.3. AGCO Corporation
    • 16.3.4. Kubota Corporation
    • 16.3.5. Mahindra & Mahindra Limited
    • 16.3.6. SDF S.p.A.
    • 16.3.7. Trimble Inc.
    • 16.3.8. Hexagon AB
    • 16.3.9. Yanmar Holdings Co., Ltd.
    • 16.3.10. Topcon Corporation

LIST OF FIGURES

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

LIST OF TABLES

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