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市場調查報告書
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1870522

作物掃描器市場按技術、平台類型、應用、交付方式和最終用戶分類－2025-2032年全球預測

Crop Scanners Market by Technology, Platform Type, Application, Offering, End User - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 181 Pages | 商品交期: 最快1-2個工作天內

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預計到 2032 年，作物掃描儀市場規模將成長至 25.7724 億美元，複合年成長率為 12.97%。

關鍵市場統計數據
基準年 2024 9.7102億美元
預計年份：2025年 10.9979億美元
預測年份 2032 2,577,240,000 美元
複合年成長率 (%) 12.97%

本文簡要概述了透過先進的成像技術和分析技術進行作物掃描如何重塑整個農業價值鏈的營運決策和策略重點。

精準作物掃描技術正在改變農業格局，它能夠在整個生產週期中實現數據驅動的決策。感測器精度、影像處理和機器學習演算法的最新進展，已將作物監測從間歇性、勞力密集的巡檢轉變為持續、可擴展的智慧資訊流，從而為播種、灌溉、施肥、病蟲害防治和收穫時機等決策提供依據。在兼顧生產力和環境影響的背景下，作物掃描器為提高投入效率、加強風險管理和量化永續性提供了一條途徑。

感測器精度、整合分析和新型交付模式如何共同重塑農業掃描系統的競爭優勢和營運實踐？

作物掃描領域正受到多重因素的共同影響而重塑。這些並非漸進式的改變，而是從根本上改變了資料的收集、解讀和應用方式。高光譜遙測和頻譜感測器解析度的不斷提高，結合快速的機載處理和邊緣運算分析技術，使得以往需要實驗室驗證的生理脅迫因素能夠近乎即時地被偵測到。同時，軟體平台正在整合來自衛星、無人機、地面感測器和歷史農藝記錄等多源數據，產生綜合風險評分和處方箋建議，從而幫助管理者以更高的信心和更短的延遲採取行動。

2025年關稅變化對作物掃描生態系統的供應鏈、籌資策略和產品架構產生的連鎖營運和策略影響

2025 年關稅政策調整帶來了新的限制和獎勵，這些影響波及整個作物掃描器生態系統，波及組件採購、實施成本和戰略採購。某些電子元件和成像硬體關稅的提高，促使製造商和整合商重新評估其全球供應鏈，以降低成本風險並維持交貨時間。這加速了組件供應商多元化、替代材料研發，並在某些情況下，促使企業組裝流程外包至近岸地區，以降低關稅風險和物流風險。因此，籌資策略不再只關注單位成本，而是更重視總到岸成本、前置作業時間彈性以及供應商合約中的保護性條款。

深度細分分析揭示了技術、平台、應用、交付模式和最終用戶之間的交集如何決定產品的採用路徑和打入市場策略。

在作物掃描領域，市場區隔是製定精準策略和產品開發的基礎，而透過多角度分析市場則能獲得最清晰的洞察。從技術層面來看，高光譜遙測、頻譜和熱感成像之間的差異導致了不同的應用場景、感測器成本和數據處理要求，因此需要客製化的分析方法和檢驗通訊協定。從平台類型來看，桌上型儀器、地面安裝系統、手持設備和無人機搭載系統（進一步細分為固定翼無人機和多旋翼無人機）之間的差異影響著使用者的採用模式、覆蓋範圍的經濟性和監管考量，進而影響最終用戶選擇哪些平台以及在哪些操作限制下使用。從應用層面來看，作物健康監測、病蟲害檢測、養分管理和土壤分析等實際需求決定了資料收集的頻率和粒度，以及與農場管理系統和諮詢工作流程的整合點。在交付類型方面，硬體、服務和軟體的細分（硬體又進一步細分為相機、探針和光譜儀）決定了不同的利潤率和更新週期，而持續的軟體訂閱和服務合約在建立可預測的收入基礎方面發揮關鍵作用。在最終用戶方面，相關企業、農民、政府機構和研究機構之間在優先級和購買行為上的差異，指導著產品設計、定價策略和通路選擇，從而為客製化的商業化策略創造了機會，使技術能力與營運需求相匹配。

區域農業結構、管理體制和地方服務生態系統如何塑造全球差異化的需求和打入市場策略

區域特徵對作物掃描技術的應用時機、監管複雜性和競爭格局有顯著影響。在美洲，農業實踐差異巨大，從高度機械化的大型農場到多元化的中型生產者，應有盡有，這推動了對各種解決方案的需求，從用於景觀尺度監測的堅固耐用的無人機搭載系統到用於田間診斷的手持設備。此外，美洲強大的私營部門諮詢市場和成熟的精密農業服務供應商正在加速商業化進程。歐洲、中東和非洲地區的差異也十分明顯。發達的歐洲市場強調永續性報告、嚴格的環境合規以及與農場管理平台的整合，而中東和非洲則優先應對水資源短缺、土壤劣化和資源受限等挑戰，這推動了對耐用、經濟高效的設備和客製化服務模式的需求。在亞太地區，多樣化的種植系統、智慧型手機的高普及率以及對農業技術不斷成長的投資，正在推動對可擴展無人機和行動優先分析技術的需求。在全部區域，政府推行的促進數位農業和提高產量韌性的計畫一直是推動技術普及的關鍵催化劑。

專有感測器技術、分析深度和服務執行能力的結合將決定農業掃描儀市場的領導地位、客戶維繫和獲利能力。

作物掃描儀領域的競爭動態取決於硬體卓越、軟體差異化和服務交付能力之間的相互作用。將高效能感測器與直覺的分析平台和可擴展的部署模式相結合的領先企業，展現出更高的客戶維繫和更清晰的獲利模式。而那些僅專注於硬體的企業，則面臨著越來越大的壓力，需要提供配套的軟體和服務以維持定價權，因為終端用戶更傾向於整合解決方案，以最大限度地減少整合摩擦並提供切實可行的建議。同時，那些在農藝學、病理學和農地管理方面擁有專業知識的服務型企業，正在確立其作為值得信賴的顧問的角色，將技術成果轉化為商業決策。這加深了客戶關係，並形成了純粹的技術提供者難以複製的依賴。

供應商和相關人員可採取切實可行的跨職能行動，透過模組化設計、供應鏈適應性、夥伴關係生態系統和資料管理，確保永續競爭優勢。

產業領導者必須採取切實可行的跨職能行動，將新興機會轉化為永續優勢。首先，優先考慮將感測器硬體和分析功能分開的模組化架構，使客戶能夠逐步升級功能，同時使供應商能夠透過軟體主導的獲利模式來保障利潤。其次，投資與農藝專家、分銷管道和本地服務供應商的策略夥伴關係，以加速產品應用並降低客戶獲取成本。這些聯盟應透過共同的價值提案和共用的績效指標正式確立。第三，建立嚴格的檢驗流程，並在不同的種植系統中進行田間試驗，以建構可靠的影響證據。透明且可重複的檢驗能夠增強商業性信譽，並有助於獲得機構買家的採購核准。

採用嚴謹的混合方法，結合有針對性的相關人員訪談、技術綜合和迭代式專家檢驗，以獲得具有實際操作意義的見解。

本報告的研究結合了結構化的初步研究、全面的二手資訊綜合分析以及專家驗證，以確保提供切實可行的洞見。初步研究包括對價值鏈上的關鍵相關人員檢驗，例如農藝師、田間經理、採購負責人、整合商和監管顧問，以收集關於技術採納限制、性能預期和採購行為的真實觀點。二手資訊分析則利用技術文獻、監管文件、專利申請和上市公司文件，繪製技術發展路徑、競爭定位和產品功能圖。在條件允許的情況下，我們將初步資訊與已記錄的證據進行交叉檢驗，以調和不同的觀點並識別持續存在的趨勢。

一份權威摘要強調，將測量精確度、分析、服務交付和檢驗相結合，對於將作物掃描技術轉化為可衡量的農業價值至關重要。

作物掃描技術正日趨成熟，成為現代農業不可或缺的工具，能夠提高投入效率、改善產量品質並增強作物對生物和非生物脅迫的抵抗力。市場不再僅取決於感測器的性能；成功將取決於高精度測量與特定領域分析、服務產品以及滿足不同買家需求的自適應商業模式的整合。區域實際情況、不斷變化的關稅環境以及硬體和軟體貨幣化之間的平衡將繼續影響現有企業和新參與企業的策略選擇。為了取得成功，企業必須將研發重點與明確定義的客戶挑戰相結合，建立能夠拓展分銷網路和專業知識的夥伴關係關係，並投資於能夠將測量結果轉化為可靠建議的數據資產和人才。

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

  • 透過整合高光譜影像和機器學習技術，實現精準的作物健康評估
  • 利用無人機搭載的頻譜感測器進行即時土壤濕度測繪和分析
  • 採用物聯網 (IoT) 連線進行雲端基礎的資料聚合和遠端作物監測
  • 開發攜帶式近紅外線掃描儀，用於檢測田間營養缺乏並預測產量
  • 利用人工智慧驅動的預測分析來預測害蟲爆發並最佳化農藥施用時間
  • 區塊鏈賦能的溯源解決方案的出現，將作物掃描儀數據與供應鏈透明度相結合，實現了可追溯性的提升。
  • 低成本感測器技術的進步將使小農戶更容易獲得精密農業工具。

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. 按技術分類的作物掃描器市場

  • 高光譜影像
  • 頻譜成像
  • 熱感成像

9. 按平台類型分類的作物掃描器市場

  • 桌面設備
  • 地面安裝系統
  • 手持裝置
  • 無人機搭載系統
    • 固定翼無人機
    • 多旋翼無人機

第10章 按應用分類的作物掃描器市場

  • 作物健康監測
  • 疾病檢測
  • 營養管理
  • 土壤分析

第11章 作物掃描器市場（依產品/服務分類）

  • 硬體
    • 相機
    • 探測
    • 光譜儀
  • 服務
  • 軟體

第12章 依最終用戶分類的作物掃描器市場

  • 農業相關企業
  • 農民
  • 政府機構
  • 研究所

第13章 各地區作物掃描器市場

  • 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 按組別分類的作物掃描器市場

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

第15章 各國作物掃描器市場

  • 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
    • Trimble Inc.
    • Topcon Positioning Systems, Inc.
    • AGCO Corporation
    • Hexagon AB
    • CNH Industrial NV
    • Raven Industries, Inc.
    • Ag Leader Technology, Inc.
Product Code: MRR-1A1A064C015F

The Crop Scanners Market is projected to grow by USD 2,577.24 million at a CAGR of 12.97% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 971.02 million
Estimated Year [2025] USD 1,099.79 million
Forecast Year [2032] USD 2,577.24 million
CAGR (%) 12.97%

A concise framing of how advanced imaging and analytics for crop scanning are reshaping operational decision-making and strategic priorities across the agricultural value chain

Precision crop scanning technologies are transforming the agricultural landscape by enabling data-driven decisions across the production cycle. Recent advances in sensor fidelity, image processing, and machine learning algorithms have shifted crop monitoring from episodic, labor-intensive checks to continuous, scalable intelligence streams that inform planting, irrigation, fertilization, pest control, and harvest timing. As growers and agribusinesses face mounting pressure to increase productivity while reducing environmental impact, crop scanners offer a pathway to higher input efficiency, better risk management, and measurable sustainability outcomes.

This introduction frames the core themes of the report: technological differentiation between sensor modalities, platform diversity from stationary to airborne deployments, application-specific analytics for crop health and soil diagnostics, and the evolving role of services and software in delivering actionable insights. It outlines the business contexts in which stakeholders operate-farmers managing field-level operations, agribusinesses coordinating supply chains, research institutions driving innovation, and government agencies shaping regulatory and incentive frameworks. The subsequent sections synthesize how these elements interact, what structural shifts are underway in the marketplace, and where value is being created and captured. Through a pragmatic lens, this report equips decision-makers with the context needed to prioritize investments, shape partnerships, and plan for operational integration of crop scanning technologies.

How sensor fidelity, integrated analytics, and new delivery models are jointly redefining competitive advantage and operational practices in agricultural scanning systems

The landscape for crop scanning is being reshaped by several converging shifts that are more than incremental; they are transformative in how data is collected, interpreted, and monetized. Improvements in hyperspectral and multispectral sensor resolution, coupled with faster onboard processing and edge-capable analytics, are enabling near real-time detection of physiological stressors that previously required laboratory confirmation. At the same time, software platforms increasingly integrate multi-source inputs-satellite, UAV, ground sensors, and historical agronomic records-to generate composite risk scores and prescriptive recommendations, allowing managers to act with higher confidence and lower latency.

Operational models are also evolving. Service-oriented delivery-analytics-as-a-service, drone-inspection subscriptions, and pay-per-insight arrangements-is lowering barriers to entry for smaller farms while creating recurring revenue opportunities for technology providers. Regulatory frameworks and airspace management reforms are facilitating broader UAV usage in many jurisdictions, though compliance complexity remains a constraint in some regions. Capital flows are favoring firms that can demonstrate a clear path to ROI through measurable input reductions and yield improvements, while partnerships between sensor manufacturers, software integrators, and agronomy specialists are becoming standard practice to deliver end-to-end solutions. Collectively, these shifts are redefining competitive advantage from hardware alone to integrated offerings that combine sensor fidelity, domain expertise, and scalable analytics.

The cascading operational and strategic consequences of 2025 tariff changes on supply chains, procurement strategies, and product architectures across the crop scanning ecosystem

Tariff policy adjustments in 2025 introduced a new set of constraints and incentives that reverberate across the crop scanner ecosystem, affecting component sourcing, deployment economics, and strategic procurement. In response to increased duties on select electronic components and imaging hardware, manufacturers and integrators are reassessing global supply chains to mitigate cost exposure and maintain delivery timelines. This has accelerated diversification of component suppliers, the pursuit of alternative materials, and, in some cases, nearshoring of assembly to reduce tariff incidence and logistical risk. As a result, procurement strategies are more focused on total landed cost, lead-time resilience, and supplier contractual protections than solely on unit price.

The tariffs have also influenced the prioritization of modular and software-centric architectures that de-emphasize expensive, tariff-sensitive hardware refreshes. Buyers are increasingly valuing software upgrades, sensor-agnostic analytics, and service contracts that amortize capital expenditure over time. For research and institutional procurement, grant cycles and funding sources are being evaluated in light of increased import costs for specialized instruments, prompting a shift toward shared instrumentation facilities and collaborative acquisition models. On the trade front, exporters and importers of agricultural commodities are recalibrating logistics and hedging strategies to accommodate changing equipment costs and potential secondary effects on farm-level competitiveness. Regulatory agencies and industry consortia are responding with guidance and advocacy to minimize long-term disruption, while private actors pursue strategic vertical integration or localized manufacturing to insulate operations from tariff volatility.

Deep segmentation intelligence revealing how technology, platform, application, offering, and end-user intersections determine adoption pathways and go-to-market strategies

Segmentation provides the backbone for targeted strategy and product development in crop scanning, and insights emerge most clearly when the market is examined through interlocking lenses. Based on Technology, the distinctions among Hyperspectral Imaging, Multispectral Imaging, and Thermal Imaging drive divergent use cases, sensor costs, and data processing requirements, which necessitates tailored analytics and validation protocols. Based on Platform Type, the differences between Benchtop Instruments, Ground Based Systems, Handheld Devices, and UAV Mounted Systems-further refined into Fixed Wing UAV and Multi Rotor UAV-shape deployment patterns, coverage economics, and regulatory considerations, influencing which end users adopt which platforms and under what operational constraints. Based on Application, the practical needs for Crop Health Monitoring, Disease Detection, Nutrient Management, and Soil Analysis determine the cadence and granularity of data capture, as well as the integration points with farm management systems and advisory workflows. Based on Offering, the split among Hardware, Services, and Software-with Hardware further delineated into Cameras, Probes, and Spectrometers-establishes distinct margin profiles and renewal dynamics, emphasizing the role of recurring software subscriptions and service contracts in building predictable revenue. Based on End User, the differing priorities and purchasing behaviors of Agribusiness Companies, Farmers, Government Agencies, and Research Institutions guide product design, pricing strategy, and channel selection, creating opportunities for tailored commercialization strategies that match technical capabilities to operational requirements.

When these segmentation dimensions are layered together, clear patterns appear. High-resolution hyperspectral solutions paired with UAV-mounted systems are often targeted at research institutions and large agribusinesses that can support the data-processing backlog and extract value from detailed spectral signatures. By contrast, multispectral and thermal solutions integrated into handheld or ground-based platforms are more accessible to field technicians and smallholder farmers focused on routine crop health checks and rapid disease triage. Software and services act as the connective tissue across all segments, translating raw sensor outputs into prescriptive actions and enabling monetization through recurring offerings. Strategic players will succeed by aligning their R&D and go-to-market investments with the segment intersections where technical capability, willingness to pay, and integration complexity converge to create defensible value propositions.

How regional agricultural structures, regulatory regimes, and local service ecosystems shape differentiated demand and market entry strategies across the globe

Regional dynamics exert a powerful influence over adoption timelines, regulatory complexity, and the shape of competitive ecosystems for crop scanning technologies. In the Americas, agricultural operations range from highly mechanized large farms to diversified medium-sized producers, creating demand for a wide spectrum of solutions-from robust UAV-mounted systems for landscape-scale surveillance to handheld devices for in-field diagnostics. The Americas also benefit from a dense private sector advisory market and established precision agriculture service providers that accelerate commercial uptake. In Europe, Middle East & Africa, heterogeneity is pronounced: advanced European markets emphasize sustainability reporting, strict environmental compliance, and integration with farm management platforms, while Middle Eastern and African markets often prioritize solutions that address water scarcity, soil degradation, and resource-constrained operations, shifting demand toward durable, cost-efficient instruments and tailored service delivery models. In the Asia-Pacific region, varied cropping systems, high rates of smartphone penetration, and rising investment in agricultural technology stimulate demand for scalable UAV deployments and mobile-first analytics. Across the region, governmental programs that incentivize digital agriculture and yield resilience are important catalysts for adoption.

These regional differences translate into distinct product requirements, channel strategies, and partnership models. Providers operating across multiple regions must adapt pricing, support, and regulatory compliance approaches while leveraging global R&D investments to achieve economies of scale. Meanwhile, local partners and service integrators remain critical to address language, agronomic practice, and regulatory nuances that global vendors cannot replicate from afar. Understanding these regional contours enables more effective prioritization of market entry investments and the tailoring of commercial propositions to match the operational realities of growers and institutional buyers.

How the combination of proprietary sensor capability, analytics depth, and service execution determines leadership, customer retention, and monetization in agricultural scanning markets

Competitive dynamics in the crop scanner space are defined by the interplay between hardware excellence, software differentiation, and service delivery capabilities. Leading firms that combine high-performance sensors with intuitive analytics platforms and scalable deployment models demonstrate stronger customer retention and clearer paths to monetization. Companies that focus solely on hardware face increasing pressure to offer complementary software and services to maintain pricing power, as end users prefer integrated solutions that minimize integration friction and provide actionable recommendations. Meanwhile, service specialists that excel in domain knowledge-agronomy, pathology, and field operations-are carving out roles as trusted advisors who translate technical outputs into operational decisions, deepening client relationships and creating dependencies that are difficult for pure technology providers to replicate.

Strategic partnerships and channel development are crucial for growth. Firms that cultivate robust distribution networks, certified service partners, and co-marketing arrangements with agricultural input suppliers or equipment dealers gain accelerated market access and customer credibility. Investment patterns favor companies that demonstrate both technological defensibility-proprietary algorithms, curated spectral libraries, and robust calibration methodologies-and go-to-market agility, including flexible pricing and financing options for capital-intensive platforms. Talent remains a key differentiator: organizations that integrate agronomic expertise with data science and product management are best positioned to turn sensor measurements into trusted recommendations. Finally, intellectual property related to spectral interpretation, anomaly detection, and automated prescription generation is increasingly relevant for separating competitive leaders from followers.

Practical cross-functional actions for vendors and stakeholders to secure durable advantage through modular design, supply adaptability, partnership ecosystems, and data stewardship

Industry leaders must adopt a set of pragmatic, cross-functional actions to convert emerging opportunities into sustainable advantage. First, prioritize modular architectures that decouple sensor hardware from analytics so customers can upgrade capabilities incrementally and providers can protect margins through software-led monetization. Second, invest in strategic partnerships with agronomy experts, channel distributors, and local service providers to accelerate adoption and reduce customer acquisition costs; these alliances should be formalized with joint value propositions and shared performance metrics. Third, establish rigorous validation pipelines and field trials across diverse cropping systems to build trusted evidence of impact; transparent, reproducible validation strengthens commercial credibility and eases procurement approvals by institutional buyers.

Leaders should also diversify supply chains to reduce exposure to tariff-related disruptions and consider near-term manufacturing flexibility as a hedge against policy volatility. Implement flexible commercial terms such as subscription, outcome-based, or equipment-as-a-service models to broaden the buyer base and smooth revenue recognition. Build an enduring data strategy that emphasizes interoperability, privacy, and the creation of proprietary insights through curated spectral libraries and labeled datasets; this positions firms to capture recurring value beyond one-time hardware sales. Finally, commit to talent development at the intersection of agronomy, data science, and product engineering to ensure that solutions remain relevant, scientifically rigorous, and operationally practical for end users.

A rigorous mixed-methods approach combining targeted stakeholder interviews, technical synthesis, and iterative expert validation to produce operationally relevant insights

The research underpinning this report combined structured primary research with a comprehensive synthesis of secondary sources and expert validation to ensure robust, actionable insights. Primary engagement included interviews with key stakeholders across the value chain-agronomists, field managers, procurement officers, integrators, and regulatory advisors-providing real-world perspectives on deployment constraints, performance expectations, and procurement behavior. Secondary analysis drew upon technical literature, regulatory documents, patent filings, and publicly available corporate materials to map technological trajectories, competitive positioning, and product feature sets. Where possible, cross-validation between primary accounts and documented evidence was used to reconcile differing viewpoints and identify persistent trends.

Methodologically, emphasis was placed on triangulation: multiple independent data points were used to validate core observations and to guard against anecdotal biases. Technology assessments evaluated sensor modalities on objective criteria such as spectral range, resolution, calibration requirements, and typical maintenance needs, while platform analyses considered coverage, operational complexity, and regulatory dependencies. Company insights were derived from product portfolios, partnership disclosures, talent composition, and demonstrated deployment case studies. Throughout the process, an iterative review cycle with subject-matter experts helped refine assumptions and ensure that conclusions are operationally grounded and relevant for decision-makers seeking practical implications rather than speculative forecasts.

A decisive summary highlighting that integration of measurement fidelity, analytics, service delivery, and validation is essential for translating crop scanning technologies into measurable agricultural value

Crop scanning technologies are maturing into indispensable tools for modern agriculture, offering the potential to improve input efficiency, elevate yield quality, and strengthen resilience against biotic and abiotic stressors. The market is no longer defined solely by sensor capability; instead, success derives from integrating high-fidelity measurements with domain-aware analytics, service delivery, and adaptable commercial models that align with diverse buyer needs. Regional realities, evolving tariff landscapes, and the balance between hardware and software monetization will continue to shape strategic choices for both incumbents and new entrants. To thrive, organizations must align R&D priorities with clearly identified customer problems, cultivate partnerships that extend distribution and domain expertise, and invest in data assets and talent that convert measurements into trusted recommendations.

Ultimately, the path to value capture lies in reducing friction for end users: simplifying deployment, demonstrating verifiable impact through field validation, and offering flexible commercial terms that lower adoption barriers. Those who combine technical rigor with pragmatic go-to-market execution will set the standards for the next wave of adoption, and will be best positioned to deliver measurable outcomes for growers, supply chain actors, and institutional stakeholders alike.

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 hyperspectral imaging and machine learning for precise crop health assessment
  • 5.2. Deployment of drone-based multispectral sensors enabling real-time soil moisture mapping and analysis
  • 5.3. Adoption of Internet of Things connectivity for cloud-based data aggregation and remote crop monitoring
  • 5.4. Development of portable near-infrared scanners for in-field nutrient deficiency detection and yield prediction
  • 5.5. Use of AI-driven predictive analytics to forecast pest infestations and optimize pesticide application timing
  • 5.6. Emergence of blockchain-enabled traceability solutions linking crop scanner data with supply chain transparency
  • 5.7. Advancement in low-cost sensor technologies facilitating widespread smallholder farmer access to precision agriculture tools

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Crop Scanners Market, by Technology

  • 8.1. Hyperspectral Imaging
  • 8.2. Multispectral Imaging
  • 8.3. Thermal Imaging

9. Crop Scanners Market, by Platform Type

  • 9.1. Benchtop Instruments
  • 9.2. Ground Based Systems
  • 9.3. Handheld Devices
  • 9.4. UAV Mounted Systems
    • 9.4.1. Fixed Wing UAV
    • 9.4.2. Multi Rotor UAV

10. Crop Scanners Market, by Application

  • 10.1. Crop Health Monitoring
  • 10.2. Disease Detection
  • 10.3. Nutrient Management
  • 10.4. Soil Analysis

11. Crop Scanners Market, by Offering

  • 11.1. Hardware
    • 11.1.1. Cameras
    • 11.1.2. Probes
    • 11.1.3. Spectrometers
  • 11.2. Services
  • 11.3. Software

12. Crop Scanners Market, by End User

  • 12.1. Agribusiness Companies
  • 12.2. Farmers
  • 12.3. Government Agencies
  • 12.4. Research Institutions

13. Crop Scanners 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. Crop Scanners Market, by Group

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

15. Crop Scanners 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. Trimble Inc.
    • 16.3.3. Topcon Positioning Systems, Inc.
    • 16.3.4. AGCO Corporation
    • 16.3.5. Hexagon AB
    • 16.3.6. CNH Industrial N.V.
    • 16.3.7. Raven Industries, Inc.
    • 16.3.8. Ag Leader Technology, Inc.

LIST OF FIGURES

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

LIST OF TABLES

  • TABLE 1. CROP SCANNERS MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL CROP SCANNERS MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL CROP SCANNERS MARKET SIZE, 2025-2032 (USD MILLION)
  • TABLE 5. GLOBAL CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 7. GLOBAL CROP SCANNERS MARKET SIZE, BY HYPERSPECTRAL IMAGING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL CROP SCANNERS MARKET SIZE, BY HYPERSPECTRAL IMAGING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 9. GLOBAL CROP SCANNERS MARKET SIZE, BY HYPERSPECTRAL IMAGING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL CROP SCANNERS MARKET SIZE, BY HYPERSPECTRAL IMAGING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 11. GLOBAL CROP SCANNERS MARKET SIZE, BY HYPERSPECTRAL IMAGING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL CROP SCANNERS MARKET SIZE, BY HYPERSPECTRAL IMAGING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 13. GLOBAL CROP SCANNERS MARKET SIZE, BY MULTISPECTRAL IMAGING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL CROP SCANNERS MARKET SIZE, BY MULTISPECTRAL IMAGING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 15. GLOBAL CROP SCANNERS MARKET SIZE, BY MULTISPECTRAL IMAGING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL CROP SCANNERS MARKET SIZE, BY MULTISPECTRAL IMAGING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 17. GLOBAL CROP SCANNERS MARKET SIZE, BY MULTISPECTRAL IMAGING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL CROP SCANNERS MARKET SIZE, BY MULTISPECTRAL IMAGING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 19. GLOBAL CROP SCANNERS MARKET SIZE, BY THERMAL IMAGING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL CROP SCANNERS MARKET SIZE, BY THERMAL IMAGING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 21. GLOBAL CROP SCANNERS MARKET SIZE, BY THERMAL IMAGING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL CROP SCANNERS MARKET SIZE, BY THERMAL IMAGING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 23. GLOBAL CROP SCANNERS MARKET SIZE, BY THERMAL IMAGING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL CROP SCANNERS MARKET SIZE, BY THERMAL IMAGING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 25. GLOBAL CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2025-2032 (USD MILLION)
  • TABLE 27. GLOBAL CROP SCANNERS MARKET SIZE, BY BENCHTOP INSTRUMENTS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL CROP SCANNERS MARKET SIZE, BY BENCHTOP INSTRUMENTS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 29. GLOBAL CROP SCANNERS MARKET SIZE, BY BENCHTOP INSTRUMENTS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL CROP SCANNERS MARKET SIZE, BY BENCHTOP INSTRUMENTS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 31. GLOBAL CROP SCANNERS MARKET SIZE, BY BENCHTOP INSTRUMENTS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL CROP SCANNERS MARKET SIZE, BY BENCHTOP INSTRUMENTS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 33. GLOBAL CROP SCANNERS MARKET SIZE, BY GROUND BASED SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL CROP SCANNERS MARKET SIZE, BY GROUND BASED SYSTEMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 35. GLOBAL CROP SCANNERS MARKET SIZE, BY GROUND BASED SYSTEMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL CROP SCANNERS MARKET SIZE, BY GROUND BASED SYSTEMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 37. GLOBAL CROP SCANNERS MARKET SIZE, BY GROUND BASED SYSTEMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL CROP SCANNERS MARKET SIZE, BY GROUND BASED SYSTEMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 39. GLOBAL CROP SCANNERS MARKET SIZE, BY HANDHELD DEVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL CROP SCANNERS MARKET SIZE, BY HANDHELD DEVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 41. GLOBAL CROP SCANNERS MARKET SIZE, BY HANDHELD DEVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL CROP SCANNERS MARKET SIZE, BY HANDHELD DEVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 43. GLOBAL CROP SCANNERS MARKET SIZE, BY HANDHELD DEVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL CROP SCANNERS MARKET SIZE, BY HANDHELD DEVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 45. GLOBAL CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2025-2032 (USD MILLION)
  • TABLE 47. GLOBAL CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 49. GLOBAL CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 51. GLOBAL CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 53. GLOBAL CROP SCANNERS MARKET SIZE, BY FIXED WING UAV, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL CROP SCANNERS MARKET SIZE, BY FIXED WING UAV, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 55. GLOBAL CROP SCANNERS MARKET SIZE, BY FIXED WING UAV, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL CROP SCANNERS MARKET SIZE, BY FIXED WING UAV, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 57. GLOBAL CROP SCANNERS MARKET SIZE, BY FIXED WING UAV, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL CROP SCANNERS MARKET SIZE, BY FIXED WING UAV, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 59. GLOBAL CROP SCANNERS MARKET SIZE, BY MULTI ROTOR UAV, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL CROP SCANNERS MARKET SIZE, BY MULTI ROTOR UAV, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 61. GLOBAL CROP SCANNERS MARKET SIZE, BY MULTI ROTOR UAV, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL CROP SCANNERS MARKET SIZE, BY MULTI ROTOR UAV, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 63. GLOBAL CROP SCANNERS MARKET SIZE, BY MULTI ROTOR UAV, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL CROP SCANNERS MARKET SIZE, BY MULTI ROTOR UAV, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 65. GLOBAL CROP SCANNERS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL CROP SCANNERS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 67. GLOBAL CROP SCANNERS MARKET SIZE, BY CROP HEALTH MONITORING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL CROP SCANNERS MARKET SIZE, BY CROP HEALTH MONITORING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 69. GLOBAL CROP SCANNERS MARKET SIZE, BY CROP HEALTH MONITORING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL CROP SCANNERS MARKET SIZE, BY CROP HEALTH MONITORING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 71. GLOBAL CROP SCANNERS MARKET SIZE, BY CROP HEALTH MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL CROP SCANNERS MARKET SIZE, BY CROP HEALTH MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 73. GLOBAL CROP SCANNERS MARKET SIZE, BY DISEASE DETECTION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL CROP SCANNERS MARKET SIZE, BY DISEASE DETECTION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 75. GLOBAL CROP SCANNERS MARKET SIZE, BY DISEASE DETECTION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL CROP SCANNERS MARKET SIZE, BY DISEASE DETECTION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 77. GLOBAL CROP SCANNERS MARKET SIZE, BY DISEASE DETECTION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL CROP SCANNERS MARKET SIZE, BY DISEASE DETECTION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 79. GLOBAL CROP SCANNERS MARKET SIZE, BY NUTRIENT MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL CROP SCANNERS MARKET SIZE, BY NUTRIENT MANAGEMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 81. GLOBAL CROP SCANNERS MARKET SIZE, BY NUTRIENT MANAGEMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL CROP SCANNERS MARKET SIZE, BY NUTRIENT MANAGEMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 83. GLOBAL CROP SCANNERS MARKET SIZE, BY NUTRIENT MANAGEMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL CROP SCANNERS MARKET SIZE, BY NUTRIENT MANAGEMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 85. GLOBAL CROP SCANNERS MARKET SIZE, BY SOIL ANALYSIS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL CROP SCANNERS MARKET SIZE, BY SOIL ANALYSIS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 87. GLOBAL CROP SCANNERS MARKET SIZE, BY SOIL ANALYSIS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL CROP SCANNERS MARKET SIZE, BY SOIL ANALYSIS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 89. GLOBAL CROP SCANNERS MARKET SIZE, BY SOIL ANALYSIS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL CROP SCANNERS MARKET SIZE, BY SOIL ANALYSIS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 91. GLOBAL CROP SCANNERS MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL CROP SCANNERS MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 93. GLOBAL CROP SCANNERS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL CROP SCANNERS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 95. GLOBAL CROP SCANNERS MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL CROP SCANNERS MARKET SIZE, BY HARDWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 97. GLOBAL CROP SCANNERS MARKET SIZE, BY HARDWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL CROP SCANNERS MARKET SIZE, BY HARDWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 99. GLOBAL CROP SCANNERS MARKET SIZE, BY HARDWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL CROP SCANNERS MARKET SIZE, BY HARDWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 101. GLOBAL CROP SCANNERS MARKET SIZE, BY CAMERAS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL CROP SCANNERS MARKET SIZE, BY CAMERAS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 103. GLOBAL CROP SCANNERS MARKET SIZE, BY CAMERAS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL CROP SCANNERS MARKET SIZE, BY CAMERAS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 105. GLOBAL CROP SCANNERS MARKET SIZE, BY CAMERAS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL CROP SCANNERS MARKET SIZE, BY CAMERAS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 107. GLOBAL CROP SCANNERS MARKET SIZE, BY PROBES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL CROP SCANNERS MARKET SIZE, BY PROBES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 109. GLOBAL CROP SCANNERS MARKET SIZE, BY PROBES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL CROP SCANNERS MARKET SIZE, BY PROBES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 111. GLOBAL CROP SCANNERS MARKET SIZE, BY PROBES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL CROP SCANNERS MARKET SIZE, BY PROBES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 113. GLOBAL CROP SCANNERS MARKET SIZE, BY SPECTROMETERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL CROP SCANNERS MARKET SIZE, BY SPECTROMETERS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 115. GLOBAL CROP SCANNERS MARKET SIZE, BY SPECTROMETERS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL CROP SCANNERS MARKET SIZE, BY SPECTROMETERS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 117. GLOBAL CROP SCANNERS MARKET SIZE, BY SPECTROMETERS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL CROP SCANNERS MARKET SIZE, BY SPECTROMETERS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 119. GLOBAL CROP SCANNERS MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL CROP SCANNERS MARKET SIZE, BY SERVICES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 121. GLOBAL CROP SCANNERS MARKET SIZE, BY SERVICES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL CROP SCANNERS MARKET SIZE, BY SERVICES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 123. GLOBAL CROP SCANNERS MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL CROP SCANNERS MARKET SIZE, BY SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 125. GLOBAL CROP SCANNERS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL CROP SCANNERS MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 127. GLOBAL CROP SCANNERS MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL CROP SCANNERS MARKET SIZE, BY SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 129. GLOBAL CROP SCANNERS MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL CROP SCANNERS MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 131. GLOBAL CROP SCANNERS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL CROP SCANNERS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 133. GLOBAL CROP SCANNERS MARKET SIZE, BY AGRIBUSINESS COMPANIES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL CROP SCANNERS MARKET SIZE, BY AGRIBUSINESS COMPANIES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 135. GLOBAL CROP SCANNERS MARKET SIZE, BY AGRIBUSINESS COMPANIES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 136. GLOBAL CROP SCANNERS MARKET SIZE, BY AGRIBUSINESS COMPANIES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 137. GLOBAL CROP SCANNERS MARKET SIZE, BY AGRIBUSINESS COMPANIES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 138. GLOBAL CROP SCANNERS MARKET SIZE, BY AGRIBUSINESS COMPANIES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 139. GLOBAL CROP SCANNERS MARKET SIZE, BY FARMERS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 140. GLOBAL CROP SCANNERS MARKET SIZE, BY FARMERS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 141. GLOBAL CROP SCANNERS MARKET SIZE, BY FARMERS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 142. GLOBAL CROP SCANNERS MARKET SIZE, BY FARMERS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 143. GLOBAL CROP SCANNERS MARKET SIZE, BY FARMERS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 144. GLOBAL CROP SCANNERS MARKET SIZE, BY FARMERS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 145. GLOBAL CROP SCANNERS MARKET SIZE, BY GOVERNMENT AGENCIES, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 146. GLOBAL CROP SCANNERS MARKET SIZE, BY GOVERNMENT AGENCIES, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 147. GLOBAL CROP SCANNERS MARKET SIZE, BY GOVERNMENT AGENCIES, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 148. GLOBAL CROP SCANNERS MARKET SIZE, BY GOVERNMENT AGENCIES, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 149. GLOBAL CROP SCANNERS MARKET SIZE, BY GOVERNMENT AGENCIES, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 150. GLOBAL CROP SCANNERS MARKET SIZE, BY GOVERNMENT AGENCIES, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 151. GLOBAL CROP SCANNERS MARKET SIZE, BY RESEARCH INSTITUTIONS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 152. GLOBAL CROP SCANNERS MARKET SIZE, BY RESEARCH INSTITUTIONS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 153. GLOBAL CROP SCANNERS MARKET SIZE, BY RESEARCH INSTITUTIONS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 154. GLOBAL CROP SCANNERS MARKET SIZE, BY RESEARCH INSTITUTIONS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 155. GLOBAL CROP SCANNERS MARKET SIZE, BY RESEARCH INSTITUTIONS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 156. GLOBAL CROP SCANNERS MARKET SIZE, BY RESEARCH INSTITUTIONS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 157. GLOBAL CROP SCANNERS MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 158. GLOBAL CROP SCANNERS MARKET SIZE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 159. AMERICAS CROP SCANNERS MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 160. AMERICAS CROP SCANNERS MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 161. AMERICAS CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 162. AMERICAS CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 163. AMERICAS CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2018-2024 (USD MILLION)
  • TABLE 164. AMERICAS CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2025-2032 (USD MILLION)
  • TABLE 165. AMERICAS CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2018-2024 (USD MILLION)
  • TABLE 166. AMERICAS CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2025-2032 (USD MILLION)
  • TABLE 167. AMERICAS CROP SCANNERS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 168. AMERICAS CROP SCANNERS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 169. AMERICAS CROP SCANNERS MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 170. AMERICAS CROP SCANNERS MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 171. AMERICAS CROP SCANNERS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 172. AMERICAS CROP SCANNERS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 173. AMERICAS CROP SCANNERS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 174. AMERICAS CROP SCANNERS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 175. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 176. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 177. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 178. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 179. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2018-2024 (USD MILLION)
  • TABLE 180. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2025-2032 (USD MILLION)
  • TABLE 181. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2018-2024 (USD MILLION)
  • TABLE 182. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2025-2032 (USD MILLION)
  • TABLE 183. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 184. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 185. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 186. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 187. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 188. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 189. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 190. NORTH AMERICA CROP SCANNERS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 191. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 192. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 193. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 194. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 195. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2018-2024 (USD MILLION)
  • TABLE 196. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2025-2032 (USD MILLION)
  • TABLE 197. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2018-2024 (USD MILLION)
  • TABLE 198. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2025-2032 (USD MILLION)
  • TABLE 199. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 200. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 201. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 202. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 203. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 204. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 205. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 206. LATIN AMERICA CROP SCANNERS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 207. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 208. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 209. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 210. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 211. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2018-2024 (USD MILLION)
  • TABLE 212. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2025-2032 (USD MILLION)
  • TABLE 213. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2018-2024 (USD MILLION)
  • TABLE 214. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2025-2032 (USD MILLION)
  • TABLE 215. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 216. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 217. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 218. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 219. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 220. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 221. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 222. EUROPE, MIDDLE EAST & AFRICA CROP SCANNERS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 223. EUROPE CROP SCANNERS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 224. EUROPE CROP SCANNERS MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 225. EUROPE CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 226. EUROPE CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 227. EUROPE CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2018-2024 (USD MILLION)
  • TABLE 228. EUROPE CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2025-2032 (USD MILLION)
  • TABLE 229. EUROPE CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2018-2024 (USD MILLION)
  • TABLE 230. EUROPE CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2025-2032 (USD MILLION)
  • TABLE 231. EUROPE CROP SCANNERS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 232. EUROPE CROP SCANNERS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 233. EUROPE CROP SCANNERS MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 234. EUROPE CROP SCANNERS MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 235. EUROPE CROP SCANNERS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 236. EUROPE CROP SCANNERS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 237. EUROPE CROP SCANNERS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 238. EUROPE CROP SCANNERS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 239. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 240. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 241. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 242. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 243. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2018-2024 (USD MILLION)
  • TABLE 244. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2025-2032 (USD MILLION)
  • TABLE 245. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2018-2024 (USD MILLION)
  • TABLE 246. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2025-2032 (USD MILLION)
  • TABLE 247. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 248. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 249. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 250. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 251. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 252. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 253. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 254. MIDDLE EAST CROP SCANNERS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 255. AFRICA CROP SCANNERS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 256. AFRICA CROP SCANNERS MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 257. AFRICA CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 258. AFRICA CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 259. AFRICA CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2018-2024 (USD MILLION)
  • TABLE 260. AFRICA CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2025-2032 (USD MILLION)
  • TABLE 261. AFRICA CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2018-2024 (USD MILLION)
  • TABLE 262. AFRICA CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2025-2032 (USD MILLION)
  • TABLE 263. AFRICA CROP SCANNERS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 264. AFRICA CROP SCANNERS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 265. AFRICA CROP SCANNERS MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 266. AFRICA CROP SCANNERS MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 267. AFRICA CROP SCANNERS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 268. AFRICA CROP SCANNERS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 269. AFRICA CROP SCANNERS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 270. AFRICA CROP SCANNERS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 271. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 272. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 273. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 274. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 275. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2018-2024 (USD MILLION)
  • TABLE 276. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2025-2032 (USD MILLION)
  • TABLE 277. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2018-2024 (USD MILLION)
  • TABLE 278. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2025-2032 (USD MILLION)
  • TABLE 279. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 280. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 281. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 282. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 283. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 284. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 285. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 286. ASIA-PACIFIC CROP SCANNERS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 287. GLOBAL CROP SCANNERS MARKET SIZE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 288. GLOBAL CROP SCANNERS MARKET SIZE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 289. ASEAN CROP SCANNERS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 290. ASEAN CROP SCANNERS MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 291. ASEAN CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 292. ASEAN CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 293. ASEAN CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2018-2024 (USD MILLION)
  • TABLE 294. ASEAN CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2025-2032 (USD MILLION)
  • TABLE 295. ASEAN CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2018-2024 (USD MILLION)
  • TABLE 296. ASEAN CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2025-2032 (USD MILLION)
  • TABLE 297. ASEAN CROP SCANNERS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 298. ASEAN CROP SCANNERS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 299. ASEAN CROP SCANNERS MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 300. ASEAN CROP SCANNERS MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 301. ASEAN CROP SCANNERS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 302. ASEAN CROP SCANNERS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 303. ASEAN CROP SCANNERS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 304. ASEAN CROP SCANNERS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 305. GCC CROP SCANNERS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 306. GCC CROP SCANNERS MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 307. GCC CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 308. GCC CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 309. GCC CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2018-2024 (USD MILLION)
  • TABLE 310. GCC CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2025-2032 (USD MILLION)
  • TABLE 311. GCC CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2018-2024 (USD MILLION)
  • TABLE 312. GCC CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2025-2032 (USD MILLION)
  • TABLE 313. GCC CROP SCANNERS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 314. GCC CROP SCANNERS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 315. GCC CROP SCANNERS MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 316. GCC CROP SCANNERS MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 317. GCC CROP SCANNERS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 318. GCC CROP SCANNERS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 319. GCC CROP SCANNERS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 320. GCC CROP SCANNERS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 321. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 322. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 323. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 324. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 325. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2018-2024 (USD MILLION)
  • TABLE 326. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2025-2032 (USD MILLION)
  • TABLE 327. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2018-2024 (USD MILLION)
  • TABLE 328. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2025-2032 (USD MILLION)
  • TABLE 329. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 330. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 331. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 332. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 333. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 334. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 335. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 336. EUROPEAN UNION CROP SCANNERS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 337. BRICS CROP SCANNERS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 338. BRICS CROP SCANNERS MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 339. BRICS CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 340. BRICS CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 341. BRICS CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2018-2024 (USD MILLION)
  • TABLE 342. BRICS CROP SCANNERS MARKET SIZE, BY PLATFORM TYPE, 2025-2032 (USD MILLION)
  • TABLE 343. BRICS CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2018-2024 (USD MILLION)
  • TABLE 344. BRICS CROP SCANNERS MARKET SIZE, BY UAV MOUNTED SYSTEMS, 2025-2032 (USD MILLION)
  • TABLE 345. BRICS CROP SCANNERS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
  • TABLE 346. BRICS CROP SCANNERS MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
  • TABLE 347. BRICS CROP SCANNERS MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
  • TABLE 348. BRICS CROP SCANNERS MARKET SIZE, BY OFFERING, 2025-2032 (USD MILLION)
  • TABLE 349. BRICS CROP SCANNERS MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
  • TABLE 350. BRICS CROP SCANNERS MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
  • TABLE 351. BRICS CROP SCANNERS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
  • TABLE 352. BRICS CROP SCANNERS MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
  • TABLE 353. G7 CROP SCANNERS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 354. G7 CROP SCANNERS MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 355. G7 CROP SCANNERS MARKET SIZE, BY TECHNOLOGY, 2018