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1863564

智慧作物監測與智慧噴灑市場：按產品類型、應用、組件、採用類型和農場規模分類－2025-2032年全球預測

Smart Crop Scouting & Smart Spraying Market by Offering, Application, Component, Deployment Mode, Farm Size - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 193 Pages | 商品交期: 最快1-2個工作天內

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預計到 2032 年，智慧作物調查和智慧噴灑市場將成長至 59.3 億美元，複合年成長率為 4.82%。

關鍵市場統計數據
基準年 2024 40.7億美元
預計年份：2025年 42.7億美元
預測年份 2032 59.3億美元
複合年成長率 (%) 4.82%

整合感測和定向驅動是重新定義現代農業作物監測和噴灑干預措施的明確策略方向。

農業技術正進入一個關鍵階段，精準感測、機器智慧和自動化執行技術的整合將徹底改變作物監測和管理方式。本文概述了智慧作物監測和精準應用的核心提案：結合機載和地面感測器以及分析技術來識別植物健康異常；並利用定向施肥系統更精準地施用投入品，同時減少對環境的影響。本文重點闡述了整合解決方案如何彌合觀測資料與實際操作之間的差距，從而提高投入效率並支持更永續的農業成果。

在各種種植系統中，即時感測和影像分析指標能夠及早發現養分脅迫、病蟲害和雜草，從而實現更及時的干涉；而精準噴灑平台則將診斷資訊轉化為可控的噴灑動作，最大限度地減少脫靶漂移並降低化學品用量。感測精度、決策支援演算法和執行精度之間的相互作用決定了該系統對農民的整體提案。

本導言也為後續的策略考量提供了一個框架：推廣應用的障礙（例如，資本密集、工作流程整合、監管限制、技能差距）和促進因素（例如，雲端連接、模組化硬體架構、跨農業供應鏈的夥伴關係）。透過將技術能力與實際應用聯繫起來的討論，相關人員可以確定投資的優先順序，並設定在作物保護和資源管理方面實現可衡量改進的預期目標。

感測、自主和分析技術的快速發展正在從根本上改變農場害蟲監測和定向噴灑方式。

隨著技術日趨成熟，商業模式不斷適應實際操作，作物調查和噴灑的模式正在迅速變化。感測器解析度和成本的顯著提升，使得在整個生長季節常規採集頻譜、熱感和高清光學數據成為可能。同時，邊緣處理技術和無人平台自主性的提高，縮短了偵測到反應的時間，使得以往難以大規模實施的戰術性干預成為可能。

人工智慧和機器學習技術提供了強大的模式識別和異常檢測能力，能夠將各種感測器資料轉化為優先管理措施。這推動了從間歇性人工調查向持續、數據豐富的監測的轉變，從而提供基於情境的處理建議。同時，精準噴灑系統也從機械化噴桿控制發展到能夠透過分析驅動的即時控制來實現大面積、精準和點噴處理的系統。

經營模式也在不斷變化。供應商和服務供應商正在探索新的模式，例如硬體即服務、基於訂閱的分析和按績效付費契約，以降低准入門檻。設備製造商、軟體供應商和農藝專家之間開展合作，提供整合解決方案，這種合作模式正變得越來越普遍。這些變革性的變化為提高營運效率、環境合規性和農場盈利開闢了新的途徑，但也帶來了管治和整合方面的挑戰，經營團隊必須積極應對這些挑戰。

近期關稅政策變化對精準作物研究與應用生態系統中的採購、本地化製造和供應鏈韌性的影響

2025年實施的新關稅將對精密農業設備及零件的全球供應鏈產生重大影響。這些關稅將影響進口感測器、控制器和應用硬體的相對成本，進而對解決方案供應商和終端用戶的籌資策略產生連鎖反應。依賴全球化供應鏈的製造商將面臨某些進口子組件和成品更高的到岸成本，迫使他們重新評估其採購、庫存和製造地。

因此，一些供應商正在採取兩項措施：加快關鍵零件的在地化生產，並重新設計產品架構，提高國產模組的使用率，從而降低進口關稅風險，同時加強與本地供應商的合作。此外，企業正在重新調整受關稅影響最大的材料和零件（例如專用光學組件和精密噴嘴）的採購優先級，並在貿易環境中更友善的地區尋找替代供應商。

在營運方面，服務供應商和整合商正在調整合約條款，以應對投入成本的波動。他們也在推行模組化平台標準化，以便在不重新設計整個產品的情況下，選擇性地更換受關稅影響的零件。監管合規性和跨境物流正日益成為總成本評估和部署時間計算的重要因素。總而言之，這些調整正在影響競爭格局，刺激區域製造業投資，並改變大大小小的農業企業的採購決策。

多維細分分析揭示了交付類型、應用需求、元件組合、部署模式和農場規模如何影響採用率和價值創造。

要理解智慧作物監測和精準噴灑的市場動態，需要從多個細分觀點，突顯不同應用情境下的價值創造和推廣路徑。根據交付方式，此生態系統可分為硬體、服務和軟體。硬體提供實體平台和感測器；服務提供田間作業和分析服務（分析即服務）；軟體提供決策支援、資料管理和整合層（將整個解決方案整合在一起的基礎）。每個交付層級都會產生不同的收入模式和實施風險，它們之間的相互依賴關係決定了最終用戶採用綜合解決方案的難易程度。

目錄

第1章：序言

第2章調查方法

第3章執行摘要

第4章 市場概覽

第5章 市場洞察

  • 基於無人機頻譜影像的即時作物健康評估
  • 引進人工智慧驅動的預測分析技術，用於早期檢測作物病蟲害
  • 引進自動駕駛車輛進行精準噴灑，減少化學品用量
  • 整合高光譜遙測衛星數據和現場感測器數據，以實現最佳化的巡邏路線
  • 利用物聯網土壤濕度和養分感測器自動觸發無人機定向噴灑
  • 在農田中應用機器學習演算法即時檢測除草劑抗性
  • 調整智慧巡邏系統以適應不斷變化的環境和農藥使用法規

第6章：美國關稅的累積影響，2025年

第7章：人工智慧的累積影響，2025年

8. 智慧作物調查和智慧噴灑市場（依產品/服務分類）

  • 硬體
  • 服務
  • 軟體

第9章 按應用分類的智慧作物調查和智慧噴灑市場

  • 作物監測
  • 營養管理
  • 害蟲防治
  • 除草
    • 全表面噴塗
    • 精密噴塗
    • 局部噴灑

第10章 智慧作物調查和智慧噴灑市場（按組件分類）

  • 相機
  • 控制器
    • 桌面控制器
    • 物聯網控制器
  • 無人機
    • 固定翼飛機
    • 旋翼葉片
  • 感應器
    • 頻譜感測器
    • 光學感測器
    • 熱感感應器
  • 撒佈器

第11章 按部署模式分類的智慧作物調查和智慧噴灑市場

  • 雲
  • 本地部署

第12章 按農場規模分類的智慧作物研究和智慧噴灑市場

  • 大規模
  • 中小型

第13章 區域智慧作物調查與智慧噴灑市場

  • 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14章 智慧作物調查與智慧噴灑市場（依群體分類）

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

第15章 各國智慧作物調查與智慧噴灑市場

  • 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
  • FPNV定位矩陣，2024
  • 競爭分析
    • Deere & Company
    • CNH Industrial NV
    • AGCO Corporation
    • Trimble Inc.
    • Topcon Corporation
    • Hexagon AB
    • Parrot SA
    • PrecisionHawk Inc.
    • DroneDeploy, Inc.
    • AgEagle Aerial Systems, Inc.
Product Code: MRR-7C31448F0BA5

The Smart Crop Scouting & Smart Spraying Market is projected to grow by USD 5.93 billion at a CAGR of 4.82% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 4.07 billion
Estimated Year [2025] USD 4.27 billion
Forecast Year [2032] USD 5.93 billion
CAGR (%) 4.82%

A clear and strategic orientation to how integrated sensing and targeted actuation are redefining crop monitoring and spray interventions across modern agriculture

Agricultural technology is entering a decisive phase in which precision sensing, machine intelligence, and automated actuation converge to change how crops are monitored and managed. This introduction outlines the core propositions of smart crop scouting and precision spraying: combining aerial and ground sensors with analytics to identify plant health anomalies, and using targeted delivery systems to apply inputs with greater accuracy and reduced environmental impact. The focus is on how integrated solutions bridge observational data and operational execution to increase input efficiency and support more sustainable agronomic outcomes.

Across diverse cropping systems, real-time sensing and image-derived metrics enable earlier detection of nutrient stress, pest outbreaks, and weed encroachment, which in turn permit more timely interventions. Meanwhile, precision spraying platforms translate diagnostic intelligence into controlled spray actions that minimize off-target drift and reduce chemical usage. The interplay between sensing fidelity, decision-support algorithms, and actuation precision determines the net value proposition of these systems for farm operators.

This introduction also frames the strategic considerations that follow: adoption barriers such as capital intensity, workflow integration, regulatory constraints, and skills gaps; enabling factors including cloud connectivity, modular hardware architectures, and partnerships across agricultural supply chains. By connecting technological capability to practical deployment, the discussion sets expectations for how stakeholders can prioritize investments to achieve measurable improvements in crop protection and resource stewardship.

How rapid advances in sensing, autonomy, and analytics are catalyzing a fundamental transformation in on-farm scouting and targeted spraying operations

The landscape for crop scouting and spraying is shifting rapidly as technological maturity accelerates and commercial models adapt to operational realities. Sensor resolution and affordability have improved substantially, enabling routine capture of multispectral, thermal, and high-fidelity optical data across growing seasons. At the same time, edge processing and improved autonomy in unmanned platforms reduce latency between detection and response, allowing tactical interventions that were previously impractical at scale.

Artificial intelligence and machine learning now supply robust pattern recognition and anomaly detection, converting heterogeneous sensor feeds into prioritized management actions. This has driven a shift away from episodic manual scouting toward continuous, data-rich surveillance that surfaces contextualized treatment recommendations. Concurrently, precision spraying systems have evolved from mechanized boom control to systems that enable broadcast, precision, and spot treatments with real-time control informed by analytics.

Business models are also in flux. Vendors and service providers are experimenting with hardware-as-a-service, subscription analytics, and outcome-based contracting to lower adoption friction. Partnerships between equipment manufacturers, software vendors, and agronomy specialists are becoming more common to deliver integrated solutions. Together, these transformative shifts create new vectors for operational efficiency, environmental compliance, and on-farm profitability, while also introducing governance and integration challenges that leadership teams must address proactively.

What recent tariff policy shifts mean for procurement, manufacturing localization, and supply chain resilience across precision crop scouting and spraying ecosystems

The introduction of new tariff measures in 2025 has material implications for the global supply chain of precision agriculture equipment and components. Tariffs influence the relative cost of imported sensors, controllers, and sprayed hardware, which in turn affects procurement strategies for solution vendors and end-users. Manufacturers that rely on globalized supply chains face higher landed costs on certain imported subassemblies and finished goods, prompting reevaluation of sourcing, inventory, and manufacturing footprints.

As a result, some vendors have adopted a two-pronged response: accelerating localization of critical component production and redesigning product architectures to increase the use of domestically sourced modules. This reduces exposure to import levies while fostering closer collaboration with local suppliers. Moreover, firms are reprioritizing materials and components that are most sensitive to tariff impacts, such as specialized optical assemblies and precision nozzles, while seeking alternative suppliers in friendly trade jurisdictions.

Operationally, service providers and integrators are adapting contract terms to hedge against input cost volatility. They are also standardizing modular platforms that permit selective replacement of tariff-affected units without a full product redesign. Regulatory compliance and cross-border logistics increasingly factor into total cost assessments and time-to-deployment calculations. Together, these adjustments influence competitive dynamics, accelerate regional manufacturing investments, and change the calculus of procurement for large and small agricultural enterprises alike.

A multidimensional segmentation analysis that clarifies how offering types, application demands, component architectures, deployment modes, and farm scale shape adoption and value creation

Market dynamics within smart crop scouting and precision spraying must be understood through multiple segmentation lenses that reveal where value accrues and how adoption pathways differ across use cases. Based on offering, the ecosystem divides into hardware, services, and software, with hardware encompassing physical platforms and sensors, services delivering in-field operations and analytics-as-a-service, and software providing the decision-support, data management, and integration layers that bind the solution stack. Each offering layer drives distinct revenue models and implementation risks, and their interdependence determines the ease with which end-users can adopt comprehensive solutions.

Based on application, solutions extend across crop monitoring, nutrient management, pest management, and weed control. Within weed control, treatment modalities differentiate further into broadcast spraying, precision spraying, and spot spraying, each presenting unique agronomic trade-offs and equipment requirements. These application-specific distinctions shape the workflow integration points, from remote sensing cadence to sprayer actuation fidelity, and influence the agronomic expertise required to translate sensor outputs into effective treatments.

Based on component, the market comprises cameras, controllers, drones, sensors, and sprayers. Controllers bifurcate into desktop controllers and IoT controllers; drones distinguish between fixed wing and rotary wing; and sensors split into multispectral, optical, and thermal variants. These component-level distinctions inform procurement decisions and integration complexity, since compatibility and data interoperability determine the speed of deployment.

Based on deployment mode, offerings span cloud and on-premises architectures, where choice reflects connectivity constraints, data sovereignty concerns, and integration preferences. Based on farm size, adoption dynamics diverge between large operations and small and medium farms, with scale affecting capital allocation, service models, and the suitability of managed versus self-operated solutions. Taken together, these segmentation perspectives offer a multidimensional view of adoption drivers and technology fit.

How regional regulatory frameworks, cropping systems, and infrastructure maturity are shaping differentiated adoption pathways across the Americas, EMEA, and Asia-Pacific

Regional dynamics materially influence the adoption and commercial configuration of smart scouting and spraying technologies, driven by regulatory regimes, cropping patterns, and infrastructure maturity. In the Americas, mechanization density, large contiguous farm footprints, and a strong dealer network favor rapid rollout of drone-based surveillance and large-scale precision-spraying platforms. This region also displays active innovation in autonomous ground systems and tight integration between equipment OEMs and service providers, enabling commercial pilots that scale across extensive acreages.

In Europe, Middle East & Africa, regulatory emphasis on environmental stewardship and stringent pesticide controls drive demand for technologies that demonstrably reduce inputs and drift. Fragmented land holdings in parts of Europe and infrastructure variability across the Middle East & Africa create differentiated adoption paths, with localized service models and cooperative arrangements gaining traction. In particular, smaller farm structures incentivize services that lower the barrier to access advanced scouting and spraying capabilities without large capital outlays.

In Asia-Pacific, diverse crop systems and dense smallholder networks require flexible, affordable solutions that can operate across intensive horticulture and large commodity systems. High population density and proximity to manufacturing centers support rapid iterative development of compact drones and sensor systems. Across all regions, interoperability standards, data governance regimes, and regional supply chain resilience influence vendor strategies and the pace at which innovations are operationalized on farms.

A competitive analysis revealing how incumbent equipment makers, software innovators, and integrators create differentiated value through IP, partnerships, and sustainability credentials

Competitive dynamics within the smart crop scouting and precision spraying sector are shaped by a mix of established equipment manufacturers, specialized component suppliers, and agile start-ups that bring software innovation and novel service models. Incumbent OEMs leverage distribution networks and after-sales service capabilities to bundle hardware with agronomic support, while software-centric entrants compete on analytics sophistication and user experience. Collaboration between these groups is common, as integration between sensors, controllers, and decision-support platforms is essential to deliver end-to-end value.

Intellectual property around sensor fusion algorithms and spray-control logic is a differentiator that influences partnership strategies and licensing arrangements. Firms that invest in validated agronomic models and robust field-testing create higher switching costs for customers. At the same time, an ecosystem of third-party integrators and value-added resellers accelerates deployments by offering managed services and localized expertise. Venture-backed entrants frequently drive experimentation in pricing and go-to-market models, prompting incumbents to adapt through strategic investments, white-label agreements, or selective acquisitions to expand software capabilities and data services.

Sustainability credentials and compliance features increasingly form part of vendor differentiation. Companies that can demonstrate environmental impact reductions and provide audit-ready data capture gain preferential consideration among progressive growers and procurement organizations. Overall, competitive advantage accrues to players that combine modular hardware, interoperable software, and embedded agronomic expertise into coherent, scalable offerings.

Practical strategic and operational priorities for product teams, channel partners, and farm operators to accelerate adoption and secure competitive advantage in precision scouting and spraying

Leaders in manufacturing, distribution, and farm management should prioritize a set of actionable initiatives to accelerate adoption and capture value in the evolving market. First, invest in modular product architectures that allow selective upgrading of sensors, controllers, and sprayers so customers can scale capability without full-system replacement. This reduces friction and preserves installed-base value while enabling incremental feature rollouts.

Second, formalize partnerships across the value chain that combine hardware reliability, software intelligence, and agronomic advisory services. Co-development agreements and bundled service offerings increase customer stickiness and support integrated outcomes that end-users can operationalize. Third, develop flexible commercial models-ranging from device leasing and analytics subscriptions to outcome-based agreements-that lower upfront barriers for small and medium farms while aligning vendor incentives with performance.

Fourth, prioritize data governance, interoperability, and open APIs to facilitate ecosystem integration and third-party innovation. Clear data ownership and privacy policies reduce buyer uncertainty and enable collaborative analytics. Fifth, focus on regional manufacturing and supply chain diversification to mitigate tariff exposure and logistics disruption. Finally, scale training and support programs that build user competence, accelerate time-to-value, and turn early adopters into references that expand market acceptance.

A transparent and multi-method research approach combining primary interviews, field validation, technical review, and cross-validated analysis to underpin strategic recommendations

This research integrates multiple evidence streams to ensure rigor, transparency, and reproducibility. Primary research comprised structured interviews and workshops with farmers, agronomists, equipment manufacturers, independent service providers, and technology vendors to capture operational realities, procurement criteria, and adoption barriers. Field visits and demonstration observations provided contextual insights into real-world performance, deployment constraints, and user workflows. These primary inputs were anonymized and triangulated to identify consistent patterns and divergent practices.

Secondary research included systematic review of technical literature, regulatory documents, patent filings, and vendor technical specifications to map component capabilities and architectural trends. Market and policy developments were tracked through public filings, trade publications, and industry conferences to understand evolving incentives and compliance landscapes. Where applicable, scenario analysis was used to test sensitivity to supply chain interruptions and policy shifts, with qualitative validation from subject-matter experts.

Analytical methods emphasized cross-validation: findings from interviews were compared against technical specifications and field observations, and conflicting evidence prompted follow-up inquiries. Limitations are acknowledged where data access is constrained, and recommendations were calibrated to account for variability in farm size, crop types, and regional regulatory environments. The methodology supports both strategic decision-making and operational planning by linking empirical observation with practitioner insight.

A synthesized conclusion highlighting the operational, commercial, and policy factors that will determine who wins as precision scouting and targeted spraying scale across agriculture

Smart crop scouting and precision spraying represent a convergent opportunity to reconcile productivity goals with environmental stewardship. Across sensing, analytics, and actuation layers, technological advances enable earlier detection of crop stressors and more surgical application of inputs, which together reduce waste and improve treatment efficacy. Adoption trajectories will vary by region, crop system, and farm scale, yet common success factors include interoperable systems, accessible service models, and demonstrable agronomic outcomes.

Policy and trade developments influence procurement strategies and supply chain design, with tariff dynamics prompting firms to reconsider sourcing and manufacturing footprints. Competitive advantage will favor organizations that combine hardware reliability, software intelligence, and strong agronomic partnerships. Equally important are data governance practices and user-centric deployment pathways that lower the operational burden on growers.

In conclusion, the sector is transitioning from pilot-driven experimentation to commercially scalable solutions that can deliver measurable farm-level impact. Executives and practitioners who act decisively to align product design, commercial models, and supply chain resilience will be best positioned to capture the emerging value while supporting sustainable intensification of agricultural systems.

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 drone-based multispectral imaging for real-time crop health assessments
  • 5.2. Adoption of AI-driven predictive analytics for early detection of crop diseases and pests
  • 5.3. Deployment of autonomous ground vehicles for precision spraying with reduced chemical usage
  • 5.4. Integration of hyperspectral satellite data with field sensors for optimized scouting routes
  • 5.5. Use of IoT-enabled soil moisture and nutrient sensors to trigger targeted drone spraying applications
  • 5.6. Implementation of machine learning algorithms for real-time detection of herbicide resistance in fields
  • 5.7. Adapting smart scouting systems to comply with evolving environmental and pesticide use regulations

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Smart Crop Scouting & Smart Spraying Market, by Offering

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

9. Smart Crop Scouting & Smart Spraying Market, by Application

  • 9.1. Crop Monitoring
  • 9.2. Nutrient Management
  • 9.3. Pest Management
  • 9.4. Weed Control
    • 9.4.1. Broadcast Spraying
    • 9.4.2. Precision Spraying
    • 9.4.3. Spot Spraying

10. Smart Crop Scouting & Smart Spraying Market, by Component

  • 10.1. Cameras
  • 10.2. Controllers
    • 10.2.1. Desktop Controllers
    • 10.2.2. IoT Controllers
  • 10.3. Drones
    • 10.3.1. Fixed Wing
    • 10.3.2. Rotary Wing
  • 10.4. Sensors
    • 10.4.1. Multispectral Sensors
    • 10.4.2. Optical Sensors
    • 10.4.3. Thermal Sensors
  • 10.5. Sprayers

11. Smart Crop Scouting & Smart Spraying Market, by Deployment Mode

  • 11.1. Cloud
  • 11.2. On Premises

12. Smart Crop Scouting & Smart Spraying Market, by Farm Size

  • 12.1. Large
  • 12.2. Small And Medium

13. Smart Crop Scouting & Smart Spraying 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 Crop Scouting & Smart Spraying Market, by Group

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

15. Smart Crop Scouting & Smart Spraying 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. Trimble Inc.
    • 16.3.5. Topcon Corporation
    • 16.3.6. Hexagon AB
    • 16.3.7. Parrot S.A.
    • 16.3.8. PrecisionHawk Inc.
    • 16.3.9. DroneDeploy, Inc.
    • 16.3.10. AgEagle Aerial Systems, Inc.

LIST OF FIGURES

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

LIST OF TABLES

  • TABLE 1. SMART CROP SCOUTING & SMART SPRAYING MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, 2025-2032 (USD MILLION)
  • TABLE 5. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 7. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY HARDWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 9. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY HARDWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY HARDWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 11. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY HARDWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY HARDWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 13. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 15. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 17. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 19. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 21. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 23. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 25. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 27. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CROP MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CROP MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 29. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CROP MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CROP MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 31. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CROP MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CROP MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 33. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY NUTRIENT MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY NUTRIENT MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 35. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY NUTRIENT MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY NUTRIENT MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 37. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY NUTRIENT MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY NUTRIENT MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 39. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY PEST MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY PEST MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 41. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY PEST MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY PEST MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 43. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY PEST MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY PEST MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 45. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, 2025-2032 (USD MILLION)
  • TABLE 47. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 49. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 51. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 53. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY BROADCAST SPRAYING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY BROADCAST SPRAYING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 55. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY BROADCAST SPRAYING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY BROADCAST SPRAYING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 57. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY BROADCAST SPRAYING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY BROADCAST SPRAYING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 59. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY PRECISION SPRAYING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY PRECISION SPRAYING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 61. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY PRECISION SPRAYING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY PRECISION SPRAYING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 63. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY PRECISION SPRAYING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY PRECISION SPRAYING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 65. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SPOT SPRAYING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SPOT SPRAYING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 67. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SPOT SPRAYING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SPOT SPRAYING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 69. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SPOT SPRAYING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SPOT SPRAYING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 71. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 73. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CAMERAS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CAMERAS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 75. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CAMERAS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CAMERAS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 77. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CAMERAS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CAMERAS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 79. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, 2025-2032 (USD MILLION)
  • TABLE 81. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 83. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 85. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 87. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DESKTOP CONTROLLERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DESKTOP CONTROLLERS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 89. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DESKTOP CONTROLLERS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DESKTOP CONTROLLERS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 91. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DESKTOP CONTROLLERS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DESKTOP CONTROLLERS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 93. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY IOT CONTROLLERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY IOT CONTROLLERS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 95. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY IOT CONTROLLERS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY IOT CONTROLLERS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 97. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY IOT CONTROLLERS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY IOT CONTROLLERS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 99. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, 2025-2032 (USD MILLION)
  • TABLE 101. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 103. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 105. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 107. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FIXED WING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FIXED WING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 109. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FIXED WING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FIXED WING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 111. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FIXED WING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FIXED WING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 113. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY ROTARY WING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY ROTARY WING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 115. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY ROTARY WING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY ROTARY WING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 117. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY ROTARY WING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY ROTARY WING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 119. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, 2025-2032 (USD MILLION)
  • TABLE 121. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 123. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 125. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 127. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY MULTISPECTRAL SENSORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY MULTISPECTRAL SENSORS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 129. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY MULTISPECTRAL SENSORS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY MULTISPECTRAL SENSORS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 131. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY MULTISPECTRAL SENSORS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY MULTISPECTRAL SENSORS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 133. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OPTICAL SENSORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OPTICAL SENSORS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 135. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OPTICAL SENSORS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 136. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OPTICAL SENSORS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 137. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OPTICAL SENSORS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 138. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OPTICAL SENSORS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 139. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY THERMAL SENSORS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 140. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY THERMAL SENSORS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 141. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY THERMAL SENSORS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 142. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY THERMAL SENSORS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 143. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY THERMAL SENSORS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 144. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY THERMAL SENSORS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 145. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SPRAYERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 146. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SPRAYERS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 147. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SPRAYERS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 148. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SPRAYERS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 149. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SPRAYERS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 150. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SPRAYERS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 151. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 152. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 153. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 154. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CLOUD, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 155. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CLOUD, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 156. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CLOUD, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 157. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 158. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 159. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY ON PREMISES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 160. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY ON PREMISES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 161. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY ON PREMISES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 162. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY ON PREMISES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 163. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY ON PREMISES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 164. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY ON PREMISES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 165. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FARM SIZE, 2018-2024 (USD MILLION)
  • TABLE 166. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FARM SIZE, 2025-2032 (USD MILLION)
  • TABLE 167. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY LARGE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 168. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY LARGE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 169. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY LARGE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 170. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY LARGE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 171. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY LARGE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 172. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY LARGE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 173. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SMALL AND MEDIUM, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 174. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SMALL AND MEDIUM, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 175. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SMALL AND MEDIUM, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 176. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SMALL AND MEDIUM, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 177. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SMALL AND MEDIUM, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 178. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SMALL AND MEDIUM, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 179. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 180. GLOBAL SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 181. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 182. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 183. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 184. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 185. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 186. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 187. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, 2018-2024 (USD MILLION)
  • TABLE 188. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, 2025-2032 (USD MILLION)
  • TABLE 189. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 190. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 191. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, 2018-2024 (USD MILLION)
  • TABLE 192. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, 2025-2032 (USD MILLION)
  • TABLE 193. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, 2018-2024 (USD MILLION)
  • TABLE 194. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, 2025-2032 (USD MILLION)
  • TABLE 195. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, 2018-2024 (USD MILLION)
  • TABLE 196. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, 2025-2032 (USD MILLION)
  • TABLE 197. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 198. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 199. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FARM SIZE, 2018-2024 (USD MILLION)
  • TABLE 200. AMERICAS SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FARM SIZE, 2025-2032 (USD MILLION)
  • TABLE 201. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 202. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 203. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 204. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 205. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 206. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 207. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, 2018-2024 (USD MILLION)
  • TABLE 208. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, 2025-2032 (USD MILLION)
  • TABLE 209. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 210. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 211. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, 2018-2024 (USD MILLION)
  • TABLE 212. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, 2025-2032 (USD MILLION)
  • TABLE 213. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, 2018-2024 (USD MILLION)
  • TABLE 214. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, 2025-2032 (USD MILLION)
  • TABLE 215. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, 2018-2024 (USD MILLION)
  • TABLE 216. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, 2025-2032 (USD MILLION)
  • TABLE 217. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 218. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 219. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FARM SIZE, 2018-2024 (USD MILLION)
  • TABLE 220. NORTH AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FARM SIZE, 2025-2032 (USD MILLION)
  • TABLE 221. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 222. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 223. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 224. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 225. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 226. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 227. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, 2018-2024 (USD MILLION)
  • TABLE 228. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, 2025-2032 (USD MILLION)
  • TABLE 229. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 230. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 231. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, 2018-2024 (USD MILLION)
  • TABLE 232. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, 2025-2032 (USD MILLION)
  • TABLE 233. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, 2018-2024 (USD MILLION)
  • TABLE 234. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, 2025-2032 (USD MILLION)
  • TABLE 235. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, 2018-2024 (USD MILLION)
  • TABLE 236. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, 2025-2032 (USD MILLION)
  • TABLE 237. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 238. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 239. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FARM SIZE, 2018-2024 (USD MILLION)
  • TABLE 240. LATIN AMERICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FARM SIZE, 2025-2032 (USD MILLION)
  • TABLE 241. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 242. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 243. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 244. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 245. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 246. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 247. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, 2018-2024 (USD MILLION)
  • TABLE 248. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, 2025-2032 (USD MILLION)
  • TABLE 249. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 250. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 251. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, 2018-2024 (USD MILLION)
  • TABLE 252. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, 2025-2032 (USD MILLION)
  • TABLE 253. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, 2018-2024 (USD MILLION)
  • TABLE 254. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, 2025-2032 (USD MILLION)
  • TABLE 255. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, 2018-2024 (USD MILLION)
  • TABLE 256. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, 2025-2032 (USD MILLION)
  • TABLE 257. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 258. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 259. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FARM SIZE, 2018-2024 (USD MILLION)
  • TABLE 260. EUROPE, MIDDLE EAST & AFRICA SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FARM SIZE, 2025-2032 (USD MILLION)
  • TABLE 261. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 262. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 263. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 264. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 265. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 266. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 267. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, 2018-2024 (USD MILLION)
  • TABLE 268. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY WEED CONTROL, 2025-2032 (USD MILLION)
  • TABLE 269. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
  • TABLE 270. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
  • TABLE 271. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, 2018-2024 (USD MILLION)
  • TABLE 272. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY CONTROLLERS, 2025-2032 (USD MILLION)
  • TABLE 273. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, 2018-2024 (USD MILLION)
  • TABLE 274. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DRONES, 2025-2032 (USD MILLION)
  • TABLE 275. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, 2018-2024 (USD MILLION)
  • TABLE 276. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY SENSORS, 2025-2032 (USD MILLION)
  • TABLE 277. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
  • TABLE 278. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
  • TABLE 279. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FARM SIZE, 2018-2024 (USD MILLION)
  • TABLE 280. EUROPE SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY FARM SIZE, 2025-2032 (USD MILLION)
  • TABLE 281. MIDDLE EAST SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 282. MIDDLE EAST SMART CROP SCOUTING & SMART SPRAYING MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 283. MIDDLE EAST SMART CROP SCOUTING &