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市场调查报告书
商品编码
1795245

全球高光谱遥测遥感探测市场

Hyperspectral Remote Sensing
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 138 Pages | 商品交期: 最快1-2个工作天内

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简介目录

预计2030年全球高光谱遥测遥感探测市场规模将达2.904亿美元

全球高光谱遥测遥感探测市场规模预计在2024年为1.664亿美元，到2030年将达到2.904亿美元，在2024-2030年的分析期内，复合年增长率为9.7%。本报告分析的细分市场之一－近红外线（VNIR），预计其复合年增长率为11.1%，到分析期结束时规模将达到1.963亿美元。短波红外线（SWIR）细分市场在分析期间内的复合年增长率预计为6.8%。

美国市场规模估计为 4,370 万美元，中国市场预计复合年增长率为 9.3%

美国高光谱遥测遥感探测市场规模预计在2024年达到4,370万美元。作为世界第二大经济体，中国预计在2030年市场规模将达到4,600万美元，2024年至2030年的复合年增长率为9.3%。其他值得关注的区域市场包括日本和加拿大，预计在分析期间的复合年增长率分别为9.1%和8.1%。在欧洲，预计德国的复合年增长率约为7.6%。

全球高光谱遥测遥感探测市场趋势与驱动因素概述

什么是高光谱遥测遥感探测？为什么它会颠覆资料收集范式？

高光谱遥测遥感探测是最尖端科技能够获得数百个连续频谱波段的电磁数据，提供有关地球物体组成、物质特性和状态的详细资讯。与仅观测少数波长的传统 RGB 和频谱感测器不同，高光谱遥测系统能够捕捉连续的频谱特征，从而能够基于其独特的频谱指纹进行物体识别和分析。这种精细的光谱粒度能够揭示先前无法触及的跨领域洞察。虽然这项技术最初被国防和地质机构用于侦察和矿物测绘，但它的效用已引起环境科学、农业、太空研究和医疗保健领域的广泛关注，尤其是在那些需要检测物质成分和生物变化的细微差异的领域。频谱分离、异常检测以及与光达和热感测器的资料融合方面的最新进展显着提升了其性能。各国政府和私人企业正在投资无人机、卫星和高空气球上的高光谱遥测平台，以监测生态系统、农业生产力、城市发展和空气污染物。日益增长的即时决策需求推动着能够在边缘运行 AI 模型的机载处理单元的集成，从而降低延迟和营运成本。随着高光谱影像从以研究为中心的工具发展成为各行各业的营运必需品，它正在迅速改变全球产业分析师在现实环境中收集和应用遥感探测资料的方式。

特定产业应用如何形塑市场边界？

高光谱遥测遥感探测的应用源自于高度专业化、特定产业的需求，而传统影像处理系统已无法满足这些需求。在农业领域，这项技术使种植者能够及早发现植物病害、虫害和土壤缺陷，从而及时采取干预措施并最大限度地减少作物损失。它还透过提高肥料和水等投入的效率来支持永续农业。在采矿业，高光谱遥测影像有助于以惊人的精度识别地表的矿物成分，减少对昂贵的侵入式钻探的依赖。环境机构利用高光谱影像精确绘製水体地图、检测藻华、监测珊瑚礁健康状况并观察森林砍伐模式，使决策者能够主动应对生态威胁。在国防领域，它透过目标识别、地形分类和材料侦测提供关键情报，尤其是在杂乱或伪装的环境中。在医疗保健和生物医学研究中，高光谱遥测技术由于能够根据频谱特征区分健康组织和异常组织，正被用于癌症等疾病的早期检测。在法医学和艺术品修復领域，高光谱工具也用于揭示隐藏细节、识别材质，并在不损坏文物的情况下检查画作的底层。这些多样化的使用案例要求製造商根据独特的环境条件、解析度要求和平台限制来客製化高光谱遥测解决方案。因此，市场正在见证特定应用创新的激增，推动跨产业整合，并提升该技术在公共和私营部门的相关性。

为什么科技创新能够释放出前所未有的市场潜力？

一系列技术创新正在改变高光谱遥测遥感探测市场，这些创新解决了高成本、资料复杂性和处理延迟等历史性障碍。其中关键的是提高检测器灵敏度、轻量化光学系统以及与人工智慧演算法的整合。先进的焦面阵列现在可以实现更高的信噪比，即使在恶劣的大气条件下也能实现清晰的频谱分离。自适应光学和可调滤波器的突破使微型感测器能够达到甚至超过传统系统的性能。机器学习和深度学习工具的集合成为高光谱遥测带来了新的智慧水平，可以对海量资料集进行即时分类、异常检测和预测建模。边缘运算进一步增强了这一点，它可以直接在卫星和无人机上进行资料处理，消除了传统上与高光谱遥测影像相关的延迟和频宽问题。此外，开放原始码软体工具和社群主导的库正在缩短新用户的学习曲线，而云端基础的基础设施正在使强大运算资源的存取变得民主化。在硬体方面，感测器微型化正在扩展从立方卫星、无人机到穿戴式医疗设备等各种使用案例的部署选项。航太机构、国防承包商和科技新兴企业的投入，正在催生新一波能够提供每日全球影像的高光谱遥测卫星星系，这对于变化侦测和时间敏感型监测至关重要。总的来说，这些创新正在创建一个充满活力的生态系统，高光谱遥测技术不再局限于小众应用，而是正在成为各行各业数据主导决策的重要工具。

哪些因素推动了高光谱遥测遥感探测市场的成长？

高光谱遥测遥感探测市场的成长受到多种因素的驱动，包括技术进步、终端用户需求的变化以及相关产业的结构性变化。高性价比无人机和卫星平台的部署使得高光谱影像更加普及，使农业、环境保护和基础设施监测等中型企业能够将高解析度频谱资料纳入其工作流程。精准农业的需求正因气候变迁挑战和优化粮食生产的需求而激增，高光谱遥测系统能够提供作物健康和土壤品质的早期无损诊断。在采矿业，向更永续的探勘方法的转变使得高光谱遥测测量成为识别精密农业成分并最大限度减少生态系统影响的关键工具。环境法规和全球对碳中和的追求正在鼓励公共和私人公司采用即时监测工具来监测排放、水污染和土地劣化，这进一步推动了对高光谱平台的需求。在国防和监视领域，根据光谱特征探测隐藏物体和识别材料的能力正在推动对机载和星载高光谱遥测资产的投资。消费者对产品透明度的需求，尤其是在食品和製药领域，正在推动高光谱系统融入製造环节的品管流程。此外，智慧城市的兴起也推动地方政府利用高光谱遥测资料进行城市热力图绘製、污染追踪和基础设施状况评估。随着基于人工智慧的分析技术变得更加精准且经济实惠，企业无需高度专业化的人才即可处理和解读高光谱遥测数据，从而降低了应用门槛。这增强了高光谱影像的商业性价值，并刺激了各行各业的加速发展。

部分

类型（VNIR、SWIR、热感LWIR）、应用（农业和林业应用、地质和矿产探勘应用、生态应用、灾害管理应用、其他应用）

受访公司范例

  • Analytical Spectral Devices（ASD）
  • BaySpec Inc.
  • Brimrose Corporation
  • Corning Incorporated
  • Cubert GmbH
  • GeoKno India Pvt. Ltd.
  • Headwall Photonics, Inc.
  • Hexagon AB
  • HySpex（Norsk Elektro Optikk AS）
  • Imec
  • ITRES Research Limited
  • Micasense, Inc.
  • Norsk Elektro Optikk AS
  • Ocean Insight
  • Raytheon Technologies Corporation
  • Resonon Inc.
  • SPECIM, Spectral Imaging Ltd.
  • Telops Inc.
  • Teledyne Technologies Inc.
  • XIMEA GmbH

人工智慧集成

全球产业分析师利用可操作的专家内容和人工智慧工具改变市场和竞争情报。

Global 特定产业产业SLM 的典型规范，而是建立了一个从世界各地专家收集的内容库，包括影片录影、部落格、搜寻引擎研究以及大量的公司、产品/服务和市场数据。

关税影响係数

全球产业分析师根据公司总部所在国家、製造地和进出口（成品和原始设备製造商）情况预测其竞争地位的变化。这种复杂而多面的市场动态预计将以多种方式影响竞争对手，包括销货成本(COGS) 上升、盈利下降、供应链重组以及其他微观和宏观市场动态。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 竞赛

简介目录
Product Code: MCP37149

Global Hyperspectral Remote Sensing Market to Reach US$290.4 Million by 2030

The global market for Hyperspectral Remote Sensing estimated at US$166.4 Million in the year 2024, is expected to reach US$290.4 Million by 2030, growing at a CAGR of 9.7% over the analysis period 2024-2030. VNIR, one of the segments analyzed in the report, is expected to record a 11.1% CAGR and reach US$196.3 Million by the end of the analysis period. Growth in the SWIR segment is estimated at 6.8% CAGR over the analysis period.

The U.S. Market is Estimated at US$43.7 Million While China is Forecast to Grow at 9.3% CAGR

The Hyperspectral Remote Sensing market in the U.S. is estimated at US$43.7 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$46.0 Million by the year 2030 trailing a CAGR of 9.3% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 9.1% and 8.1% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 7.6% CAGR.

Global Hyperspectral Remote Sensing Market - Key Trends & Drivers Summarized

What Is Hyperspectral Remote Sensing and Why Is It Disrupting Data Acquisition Paradigms?

Hyperspectral remote sensing is a cutting-edge technology that captures electromagnetic data across hundreds of contiguous spectral bands, offering detailed information about the composition, material properties, and condition of objects on Earth. Unlike traditional RGB or multispectral sensors that observe only a few discrete wavelengths, hyperspectral systems capture continuous spectral signatures, enabling identification and analysis of objects based on their unique spectral fingerprints. This granular level of detail has unlocked previously inaccessible insights across multiple domains. The technology was first adopted by defense and geological agencies for reconnaissance and mineral mapping, but its high utility has since attracted broad interest from environmental science, agriculture, space research, and healthcare sectors. It is particularly valuable in areas where detecting subtle differences in material composition or biological changes is critical. Recent developments in spectral unmixing, anomaly detection, and data fusion with LiDAR and thermal sensors have dramatically expanded its capabilities. Governments and commercial enterprises are investing in hyperspectral platforms mounted on drones, satellites, and high-altitude balloons to monitor ecosystems, crop productivity, urban development, and atmospheric pollutants. The growing need for real-time decision-making has driven the integration of onboard processing units capable of executing AI models at the edge, reducing latency and operational costs. As hyperspectral imaging evolves from a research-centric tool to an operational necessity in various industries, it is rapidly transforming how we gather and apply remote sensing data in real-world settings.

How Are Industry-Specific Applications Reshaping Market Boundaries?

The adoption of hyperspectral remote sensing is being accelerated by highly specialized, sector-specific needs that traditional imaging systems can no longer satisfy. In agriculture, this technology allows growers to detect early-stage plant diseases, pest infestations, and soil deficiencies, facilitating timely intervention and minimizing crop loss. It supports sustainable farming by improving input efficiency, such as fertilizers and water, which are applied only where needed based on spectral diagnostics. In mining, hyperspectral imaging helps identify mineral compositions on the Earth's surface with remarkable precision, reducing reliance on costly and invasive drilling. Environmental agencies use it for precise mapping of water bodies, detection of algal blooms, monitoring of coral reef health, and observation of deforestation patterns, allowing policymakers to react to ecological threats proactively. In defense, it provides critical intelligence through target recognition, terrain classification, and material detection, especially in cluttered or camouflaged environments. Healthcare and biomedical research are leveraging hyperspectral techniques for early detection of diseases like cancer, as the technology can differentiate between healthy and abnormal tissues based on their spectral characteristics. Even in forensic science and art restoration, hyperspectral tools are being used to uncover hidden details, authenticate materials, and examine underlayers of paintings without damaging artifacts. These diverse use cases are prompting manufacturers to tailor hyperspectral solutions for unique environmental conditions, resolution requirements, and platform constraints. As a result, the market is experiencing a surge in application-specific innovations, driving cross-industry integration and increasing the technology's relevance across both public and private domains.

Why Are Technological Innovations Unlocking Unprecedented Market Potential?

The hyperspectral remote sensing market is being revolutionized by a stream of technological innovations that are addressing historical barriers such as high costs, data complexity, and processing delays. Key among these are improvements in detector sensitivity, lightweight optical systems, and integration with artificial intelligence algorithms. Advanced focal plane arrays now offer higher signal-to-noise ratios, enabling clearer spectral separation even under challenging atmospheric conditions. Breakthroughs in adaptive optics and tunable filters have enabled compact sensors to match or even exceed the performance of legacy systems. The integration of machine learning and deep learning tools has brought a new level of intelligence to hyperspectral analysis, allowing real-time classification, anomaly detection, and predictive modeling across massive datasets. Edge computing has further enhanced this by enabling data processing directly onboard satellites or UAVs, thus eliminating the latency and bandwidth issues traditionally associated with hyperspectral imaging. Moreover, open-source software tools and community-driven libraries are reducing the learning curve for new users, while cloud-based infrastructure is democratizing access to powerful computing resources. On the hardware side, the miniaturization of sensors has expanded deployment options, from CubeSats and drones to wearable medical devices, each designed for tailored use cases. Investments from space agencies, defense contractors, and tech startups have led to a new wave of hyperspectral satellite constellations capable of daily global imaging, which is essential for change detection and time-sensitive monitoring. These innovations collectively create a dynamic ecosystem where hyperspectral technology is no longer restricted to niche applications but is becoming an integral tool for data-driven decision-making across industries.

What Forces Are Accelerating the Growth in the Hyperspectral Remote Sensing Market?

The growth in the hyperspectral remote sensing market is driven by several factors that stem from technological progress, shifting end-user requirements, and structural changes in adjacent industries. The deployment of cost-effective drone and satellite platforms is making hyperspectral imaging more accessible, allowing mid-scale operations in agriculture, environmental conservation, and infrastructure monitoring to incorporate high-resolution spectral data into their workflows. Precision agriculture is seeing a sharp rise in demand, driven by climate change challenges and the need for optimized food production, with hyperspectral systems offering early and non-destructive diagnostics for crop health and soil quality. In mining, the transition towards more sustainable exploration practices has made hyperspectral surveying a critical tool for identifying surface mineralogy while minimizing ecological disruption. Environmental regulations and the global push toward carbon neutrality are prompting public agencies and private companies to adopt real-time monitoring tools for emissions, water contamination, and land degradation, further propelling demand for hyperspectral platforms. In defense and surveillance, the ability to detect concealed objects and distinguish materials based on spectral properties is reinforcing investments in airborne and spaceborne hyperspectral assets. Consumer demand for product transparency, particularly in the food and pharmaceutical sectors, is stimulating the integration of hyperspectral systems into quality control processes at the point of manufacture. Additionally, the emergence of smart cities is driving municipal governments to use hyperspectral data for urban heat mapping, pollution tracking, and infrastructure condition assessment. As AI-based analytics become more accurate and affordable, organizations are empowered to process and interpret hyperspectral data without the need for highly specialized personnel, thereby lowering adoption barriers. These interconnected drivers are reinforcing the commercial case for hyperspectral imaging and fueling its accelerated growth across a diverse spectrum of industries.

SCOPE OF STUDY:

The report analyzes the Hyperspectral Remote Sensing market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Type (VNIR, SWIR, Thermal LWIR); Application (Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application, Other Applications)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 34 Featured) -

  • Analytical Spectral Devices (ASD)
  • BaySpec Inc.
  • Brimrose Corporation
  • Corning Incorporated
  • Cubert GmbH
  • GeoKno India Pvt. Ltd.
  • Headwall Photonics, Inc.
  • Hexagon AB
  • HySpex (Norsk Elektro Optikk AS)
  • Imec
  • ITRES Research Limited
  • Micasense, Inc.
  • Norsk Elektro Optikk AS
  • Ocean Insight
  • Raytheon Technologies Corporation
  • Resonon Inc.
  • SPECIM, Spectral Imaging Ltd.
  • Telops Inc.
  • Teledyne Technologies Inc.
  • XIMEA GmbH

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Tariff Impact on Global Supply Chain Patterns
    • Hyperspectral Remote Sensing - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Growing Demand for High-Resolution Earth Observation Throws the Spotlight on Hyperspectral Remote Sensing Technologies
    • Expansion of Precision Agriculture Propels Adoption of Hyperspectral Imaging for Crop Monitoring and Soil Analysis
    • Here's the Story: Increasing Focus on Climate Change and Environmental Monitoring Strengthens the Business Case for Hyperspectral Systems
    • Advancements in Satellite Miniaturization and Payload Efficiency Drive Cost-Effective Hyperspectral Deployment
    • Rising Investment in National Security and Surveillance Fuels Demand in Defense and Intelligence Applications
    • Here's How Mining and Oil Exploration Are Benefiting from Mineral Detection Capabilities of Hyperspectral Sensors
    • Integration with AI and Machine Learning Accelerates Real-Time Data Interpretation and Application-Specific Insights
    • Government-Led Space Programs and Research Grants Sustain Market Development and Technological Innovation
    • Growing Adoption in Marine and Coastal Studies Expands the Addressable Market for Water Quality and Habitat Mapping
    • Commercialization of Hyperspectral Data Services Creates Opportunities for Startups and Data-as-a-Service Models
    • Improvements in Spectral Resolution and Calibration Techniques Enhance Accuracy and Utility Across Use Cases
    • Here's How the Push for Sustainable Resource Management Drives Interest in Hyperspectral Forest and Biodiversity Monitoring
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Hyperspectral Remote Sensing Market Analysis of Annual Sales in US$ for Years 2014 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Hyperspectral Remote Sensing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for VNIR by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for VNIR by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for SWIR by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for SWIR by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Thermal LWIR by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Thermal LWIR by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Agriculture & Forestry Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Agriculture & Forestry Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Geology & Mineral Exploration Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Geology & Mineral Exploration Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Ecology Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Ecology Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Disaster Management Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Disaster Management Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Hyperspectral Remote Sensing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 20: USA Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Type - VNIR, SWIR and Thermal LWIR - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 21: USA 6-Year Perspective for Hyperspectral Remote Sensing by Type - Percentage Breakdown of Value Sales for VNIR, SWIR and Thermal LWIR for the Years 2025 & 2030
    • TABLE 22: USA Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Application - Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 23: USA 6-Year Perspective for Hyperspectral Remote Sensing by Application - Percentage Breakdown of Value Sales for Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications for the Years 2025 & 2030
  • CANADA
    • TABLE 24: Canada Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Type - VNIR, SWIR and Thermal LWIR - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 25: Canada 6-Year Perspective for Hyperspectral Remote Sensing by Type - Percentage Breakdown of Value Sales for VNIR, SWIR and Thermal LWIR for the Years 2025 & 2030
    • TABLE 26: Canada Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Application - Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 27: Canada 6-Year Perspective for Hyperspectral Remote Sensing by Application - Percentage Breakdown of Value Sales for Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications for the Years 2025 & 2030
  • JAPAN
    • Hyperspectral Remote Sensing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 28: Japan Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Type - VNIR, SWIR and Thermal LWIR - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 29: Japan 6-Year Perspective for Hyperspectral Remote Sensing by Type - Percentage Breakdown of Value Sales for VNIR, SWIR and Thermal LWIR for the Years 2025 & 2030
    • TABLE 30: Japan Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Application - Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 31: Japan 6-Year Perspective for Hyperspectral Remote Sensing by Application - Percentage Breakdown of Value Sales for Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications for the Years 2025 & 2030
  • CHINA
    • Hyperspectral Remote Sensing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 32: China Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Type - VNIR, SWIR and Thermal LWIR - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 33: China 6-Year Perspective for Hyperspectral Remote Sensing by Type - Percentage Breakdown of Value Sales for VNIR, SWIR and Thermal LWIR for the Years 2025 & 2030
    • TABLE 34: China Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Application - Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 35: China 6-Year Perspective for Hyperspectral Remote Sensing by Application - Percentage Breakdown of Value Sales for Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications for the Years 2025 & 2030
  • EUROPE
    • Hyperspectral Remote Sensing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 36: Europe Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 37: Europe 6-Year Perspective for Hyperspectral Remote Sensing by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 38: Europe Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Type - VNIR, SWIR and Thermal LWIR - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Europe 6-Year Perspective for Hyperspectral Remote Sensing by Type - Percentage Breakdown of Value Sales for VNIR, SWIR and Thermal LWIR for the Years 2025 & 2030
    • TABLE 40: Europe Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Application - Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Europe 6-Year Perspective for Hyperspectral Remote Sensing by Application - Percentage Breakdown of Value Sales for Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications for the Years 2025 & 2030
  • FRANCE
    • Hyperspectral Remote Sensing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 42: France Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Type - VNIR, SWIR and Thermal LWIR - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 43: France 6-Year Perspective for Hyperspectral Remote Sensing by Type - Percentage Breakdown of Value Sales for VNIR, SWIR and Thermal LWIR for the Years 2025 & 2030
    • TABLE 44: France Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Application - Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 45: France 6-Year Perspective for Hyperspectral Remote Sensing by Application - Percentage Breakdown of Value Sales for Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications for the Years 2025 & 2030
  • GERMANY
    • Hyperspectral Remote Sensing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 46: Germany Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Type - VNIR, SWIR and Thermal LWIR - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Germany 6-Year Perspective for Hyperspectral Remote Sensing by Type - Percentage Breakdown of Value Sales for VNIR, SWIR and Thermal LWIR for the Years 2025 & 2030
    • TABLE 48: Germany Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Application - Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Germany 6-Year Perspective for Hyperspectral Remote Sensing by Application - Percentage Breakdown of Value Sales for Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications for the Years 2025 & 2030
  • ITALY
    • TABLE 50: Italy Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Type - VNIR, SWIR and Thermal LWIR - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Italy 6-Year Perspective for Hyperspectral Remote Sensing by Type - Percentage Breakdown of Value Sales for VNIR, SWIR and Thermal LWIR for the Years 2025 & 2030
    • TABLE 52: Italy Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Application - Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Italy 6-Year Perspective for Hyperspectral Remote Sensing by Application - Percentage Breakdown of Value Sales for Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications for the Years 2025 & 2030
  • UNITED KINGDOM
    • Hyperspectral Remote Sensing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 54: UK Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Type - VNIR, SWIR and Thermal LWIR - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 55: UK 6-Year Perspective for Hyperspectral Remote Sensing by Type - Percentage Breakdown of Value Sales for VNIR, SWIR and Thermal LWIR for the Years 2025 & 2030
    • TABLE 56: UK Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Application - Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 57: UK 6-Year Perspective for Hyperspectral Remote Sensing by Application - Percentage Breakdown of Value Sales for Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 58: Rest of Europe Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Type - VNIR, SWIR and Thermal LWIR - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 59: Rest of Europe 6-Year Perspective for Hyperspectral Remote Sensing by Type - Percentage Breakdown of Value Sales for VNIR, SWIR and Thermal LWIR for the Years 2025 & 2030
    • TABLE 60: Rest of Europe Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Application - Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 61: Rest of Europe 6-Year Perspective for Hyperspectral Remote Sensing by Application - Percentage Breakdown of Value Sales for Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Hyperspectral Remote Sensing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 62: Asia-Pacific Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Type - VNIR, SWIR and Thermal LWIR - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Asia-Pacific 6-Year Perspective for Hyperspectral Remote Sensing by Type - Percentage Breakdown of Value Sales for VNIR, SWIR and Thermal LWIR for the Years 2025 & 2030
    • TABLE 64: Asia-Pacific Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Application - Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Asia-Pacific 6-Year Perspective for Hyperspectral Remote Sensing by Application - Percentage Breakdown of Value Sales for Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 66: Rest of World Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Type - VNIR, SWIR and Thermal LWIR - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Rest of World 6-Year Perspective for Hyperspectral Remote Sensing by Type - Percentage Breakdown of Value Sales for VNIR, SWIR and Thermal LWIR for the Years 2025 & 2030
    • TABLE 68: Rest of World Recent Past, Current & Future Analysis for Hyperspectral Remote Sensing by Application - Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Rest of World 6-Year Perspective for Hyperspectral Remote Sensing by Application - Percentage Breakdown of Value Sales for Agriculture & Forestry Application, Geology & Mineral Exploration Application, Ecology Application, Disaster Management Application and Other Applications for the Years 2025 & 2030

IV. COMPETITION