|
시장보고서
상품코드
1872006
농업과학용 초분광 이미징(HSI) : 세계 시장 점유율과 순위, 총판매량 및 수요 예측(2025-2031년)Agriscience Hyperspectral Imaging (HSI) - Global Market Share and Ranking, Overall Sales and Demand Forecast 2025-2031 |
||||||
QYResearch
세계의 농업과학용 초분광 이미징(HSI) 시장 규모는 2024년에 2,140만 달러로 추정되며, 2025-2031년의 예측 기간에 CAGR 16.5%로 성장하며, 2031년까지 6,250만 달러로 확대할 것으로 예측되고 있습니다.
농업과학용 초분광 영상(HSI)은 작물이나 토양 등 농업 대상물에 대해 연속적인 스펙트럼(보통 가시광선부터 단파장 적외선 영역을 커버)을 획득하여 성분 분석, 생리적 상태 모니터링, 병해충 조기경보 등을 실현합니다. 주요 장점은 다음과 같습니다.
비파괴 검사: 시료를 파괴하지 않고 엽록소 함량, 수분 분포, 영양 스트레스 등 주요 지표를 분석할 수 있습니다.
고해상도: 작물 품종 식별, 병해충의 심각성 등 기존 광학 기술로는 판별할 수 없는 미묘한 차이를 식별할 수 있습니다.
다양한 시나리오에 대한 적응성: 핸드헬드 지상 장치, 드론, 위성 등 다양한 플랫폼에 적응할 수 있으며, 현장부터 원격 감지까지 전체 모니터링 체인을 커버합니다.
시장 성장 촉진요인
정책적 지원: 중국 '14차 5개년 계획'의 농업-농촌 정보화 발전 계획에서 HSI를 스마트 농업의 핵심 기술로 명시했습니다. EU의 그린딜은 2030년까지 농약 사용량 50% 감축 의무를 부과하고 있으며, 정밀 방제에서 HSI 도입을 촉진하고 있습니다.
수요 급증: 세계 식량안보의 압박 속에서 정밀농업의 작물 건강 모니터링 및 수확량 예측에 대한 수요는 매년 20% 이상 증가하고 있으며, HSI는 '온디맨드 투입'을 실현하는 중요한 툴이 되고 있습니다.
비용 절감: 중국 국내 생산 분광계 가격은 2018년 50만 위안에서 2024년까지 10만 위안 이하로 하락하여 중소형 농장의 보급을 촉진하고 있습니다.
응용 분야 확대
농업보험: PICC 손해보험은 HSI를 사용하여 재해 손실을 평가하고 보험금 청구 처리 효율을 40% 향상시켰으며, 2024년에는 1,000만 무 이상의 농지를 커버하고 있습니다.
탄소 흡수원 측정: HSI를 이용한 식물 탄소 흡수량 모니터링을 통해 농업 분야 탄소 거래 시장의 발전을 지원하고 있습니다. 중국 국내 시범사업에서는 이미 50만 무의 삼림지대를 대상으로 하고 있습니다.
유전자원 보호: 중국농업과학원은 HSI를 이용하여 밀, 벼 등 작물의 스펙트럼 지문 데이터베이스를 구축하여 품종 순도 식별 및 스트레스 저항성 스크리닝을 지원하고 있습니다.
이 보고서는 농업과학용 초분광 영상(HSI) 세계 시장에 대해 총매출액, 주요 기업의 시장 점유율 및 순위에 초점을 맞추고 지역/국가, 유형 및 용도별 분석을 종합적으로 제시하는 것을 목적으로 합니다.
농업용 초분광 영상(HSI) 시장 규모, 추정치 및 예측은 2024년을 기준 연도로 하여 2020-2031년의 과거 데이터와 예측 데이터를 포함하는 판매 매출로 제시됩니다. 정량적, 정성적 분석을 통해 독자들이 농업용 초분광 영상(HSI) 관련 사업 전략 및 성장 전략 수립, 시장 경쟁 평가, 현재 시장에서의 포지셔닝 분석, 정보에 입각한 비즈니스 의사결정을 할 수 있도록 도와드립니다.
시장 세분화
기업별
- Specim
- Headwall Photonics
- IMEC
- Norsk Elektro Optikk A/S
- Cubert
- Corning(NovaSol)
- Telops
- Zolix(Dualix)
- Surface Optics
- Wayho Technology
- Resonon
- ITRES
- Brimrose
- BaySpec
- Spectra vista
- TruTag
유형별 부문
- 가시광선＋근적외
- 단파장 적외선
용도별 부문
- 농업용 로봇/농업용 차량/핸드헬드
- 드론
지역별
- 북미
- 미국
- 캐나다
- 아시아태평양
- 중국
- 일본
- 한국
- 동남아시아
- 인도
- 호주
- 기타 아시아태평양
- 유럽
- 독일
- 프랑스
- 영국
- 이탈리아
- 네덜란드
- 북유럽 국가
- 기타 유럽
- 라틴아메리카
- 멕시코
- 브라질
- 기타 라틴아메리카
- 중동 및 아프리카
- 튀르키예
- 사우디아라비아
- 아랍에미리트
- 기타 중동 및 아프리카
자주 묻는 질문
The global market for Agriscience Hyperspectral Imaging (HSI) was estimated to be worth US$ 21.4 million in 2024 and is forecast to a readjusted size of US$ 62.5 million by 2031 with a CAGR of 16.5% during the forecast period 2025-2031.
Agricultural science hyperspectral imaging (HSI) achieves component analysis, physiological status monitoring, and early warning of pests and diseases for agricultural targets such as crops and soil by acquiring continuous spectra (typically covering the visible light to short-wave infrared band). Its core advantages include:
Non-destructive testing: Key indicators such as chlorophyll content, moisture distribution, and nutritional stress can be analyzed without destroying the sample.
High resolution: It can identify subtle differences that traditional optical technologies cannot distinguish, such as crop varieties and disease severity.
Multi-scenario adaptability: It is suitable for multiple platforms, including handheld ground-based devices, drones, and satellites, covering the entire monitoring chain from the field to remote sensing.
Market Drivers
Policy Support: China's 14th Five-Year Plan for the Development of Agricultural and Rural Informatization explicitly designates HSI as a core technology for smart agriculture; the EU's Green Deal mandates a 50% reduction in pesticide use by 2030, driving the adoption of HSI in precision pest control.
Surge in Demand: Amid global food security pressures, demand for crop health monitoring and yield prediction in precision agriculture has grown by over 20% annually, making HSI a key tool for achieving "on-demand input."
Cost Reduction: The price of domestically produced spectrometers in China has dropped from 500,000 yuan in 2018 to under 100,000 yuan by 2024, driving increased penetration among small and medium-sized farms.
Expanded Application Scenarios
Agricultural Insurance: PICC Property & Casualty uses HSI to assess disaster losses, improving claims processing efficiency by 40%, with coverage exceeding 10 million mu of farmland in 2024.
Carbon sink measurement: HSI is used to monitor vegetation carbon absorption, supporting the development of the agricultural carbon trading market. Pilot projects in China have already covered 500,000 mu of forest land.
Germplasm resource protection: The Chinese Academy of Agricultural Sciences has established spectral fingerprint databases for crops such as wheat and rice using HSI, supporting variety purity identification and stress resistance screening.
This report aims to provide a comprehensive presentation of the global market for Agriscience Hyperspectral Imaging (HSI), focusing on the total sales revenue, key companies market share and ranking, together with an analysis of Agriscience Hyperspectral Imaging (HSI) by region & country, by Type, and by Application.
The Agriscience Hyperspectral Imaging (HSI) market size, estimations, and forecasts are provided in terms of sales revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. With both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Agriscience Hyperspectral Imaging (HSI).
Market Segmentation
By Company
- Specim
- Headwall Photonics
- IMEC
- Norsk Elektro Optikk A/S
- Cubert
- Corning(NovaSol)
- Telops
- Zolix (Dualix)
- Surface Optics
- Wayho Technology
- Resonon
- ITRES
- Brimrose
- BaySpec
- Spectra vista
- TruTag
Segment by Type
- Visible Light + Near Infrared
- Short Wave Infrared
Segment by Application
- Agricultural Robots/Agricultural Vehicles/Handheld
- Drone
By Region
- North America
- United States
- Canada
- Asia-Pacific
- China
- Japan
- South Korea
- Southeast Asia
- India
- Australia
- Rest of Asia-Pacific
- Europe
- Germany
- France
- U.K.
- Italy
- Netherlands
- Nordic Countries
- Rest of Europe
- Latin America
- Mexico
- Brazil
- Rest of Latin America
- Middle East & Africa
- Turkey
- Saudi Arabia
- UAE
- Rest of MEA
Chapter Outline
Chapter 1: Introduces the report scope of the report, global total market size. This chapter also provides the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 2: Detailed analysis of Agriscience Hyperspectral Imaging (HSI) company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 3: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 4: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 5: Revenue of Agriscience Hyperspectral Imaging (HSI) in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the market development, future development prospects, market space, and market size of each country in the world.
Chapter 6: Revenue of Agriscience Hyperspectral Imaging (HSI) in country level. It provides sigmate data by Type, and by Application for each country/region.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product revenue, gross margin, product introduction, recent development, etc.
Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.
Chapter 9: Conclusion.
Table of Contents
1 Market Overview
- 1.1 Agriscience Hyperspectral Imaging (HSI) Product Introduction
- 1.2 Global Agriscience Hyperspectral Imaging (HSI) Market Size Forecast (2020-2031)
- 1.3 Agriscience Hyperspectral Imaging (HSI) Market Trends & Drivers
- 1.3.1 Agriscience Hyperspectral Imaging (HSI) Industry Trends
- 1.3.2 Agriscience Hyperspectral Imaging (HSI) Market Drivers & Opportunity
- 1.3.3 Agriscience Hyperspectral Imaging (HSI) Market Challenges
- 1.3.4 Agriscience Hyperspectral Imaging (HSI) Market Restraints
- 1.4 Assumptions and Limitations
- 1.5 Study Objectives
- 1.6 Years Considered
2 Competitive Analysis by Company
- 2.1 Global Agriscience Hyperspectral Imaging (HSI) Players Revenue Ranking (2024)
- 2.2 Global Agriscience Hyperspectral Imaging (HSI) Revenue by Company (2020-2025)
- 2.3 Key Companies Agriscience Hyperspectral Imaging (HSI) Manufacturing Base Distribution and Headquarters
- 2.4 Key Companies Agriscience Hyperspectral Imaging (HSI) Product Offered
- 2.5 Key Companies Time to Begin Mass Production of Agriscience Hyperspectral Imaging (HSI)
- 2.6 Agriscience Hyperspectral Imaging (HSI) Market Competitive Analysis
- 2.6.1 Agriscience Hyperspectral Imaging (HSI) Market Concentration Rate (2020-2025)
- 2.6.2 Global 5 and 10 Largest Companies by Agriscience Hyperspectral Imaging (HSI) Revenue in 2024
- 2.6.3 Global Top Companies by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Agriscience Hyperspectral Imaging (HSI) as of 2024)
- 2.7 Mergers & Acquisitions, Expansion
3 Segmentation by Type
- 3.1 Introduction by Type
- 3.1.1 Visible Light + Near Infrared
- 3.1.2 Short Wave Infrared
- 3.2 Global Agriscience Hyperspectral Imaging (HSI) Sales Value by Type
- 3.2.1 Global Agriscience Hyperspectral Imaging (HSI) Sales Value by Type (2020 VS 2024 VS 2031)
- 3.2.2 Global Agriscience Hyperspectral Imaging (HSI) Sales Value, by Type (2020-2031)
- 3.2.3 Global Agriscience Hyperspectral Imaging (HSI) Sales Value, by Type (%) (2020-2031)
4 Segmentation by Application
- 4.1 Introduction by Application
- 4.1.1 Agricultural Robots/Agricultural Vehicles/Handheld
- 4.1.2 Drone
- 4.2 Global Agriscience Hyperspectral Imaging (HSI) Sales Value by Application
- 4.2.1 Global Agriscience Hyperspectral Imaging (HSI) Sales Value by Application (2020 VS 2024 VS 2031)
- 4.2.2 Global Agriscience Hyperspectral Imaging (HSI) Sales Value, by Application (2020-2031)
- 4.2.3 Global Agriscience Hyperspectral Imaging (HSI) Sales Value, by Application (%) (2020-2031)
5 Segmentation by Region
- 5.1 Global Agriscience Hyperspectral Imaging (HSI) Sales Value by Region
- 5.1.1 Global Agriscience Hyperspectral Imaging (HSI) Sales Value by Region: 2020 VS 2024 VS 2031
- 5.1.2 Global Agriscience Hyperspectral Imaging (HSI) Sales Value by Region (2020-2025)
- 5.1.3 Global Agriscience Hyperspectral Imaging (HSI) Sales Value by Region (2026-2031)
- 5.1.4 Global Agriscience Hyperspectral Imaging (HSI) Sales Value by Region (%), (2020-2031)
- 5.2 North America
- 5.2.1 North America Agriscience Hyperspectral Imaging (HSI) Sales Value, 2020-2031
- 5.2.2 North America Agriscience Hyperspectral Imaging (HSI) Sales Value by Country (%), 2024 VS 2031
- 5.3 Europe
- 5.3.1 Europe Agriscience Hyperspectral Imaging (HSI) Sales Value, 2020-2031
- 5.3.2 Europe Agriscience Hyperspectral Imaging (HSI) Sales Value by Country (%), 2024 VS 2031
- 5.4 Asia Pacific
- 5.4.1 Asia Pacific Agriscience Hyperspectral Imaging (HSI) Sales Value, 2020-2031
- 5.4.2 Asia Pacific Agriscience Hyperspectral Imaging (HSI) Sales Value by Region (%), 2024 VS 2031
- 5.5 South America
- 5.5.1 South America Agriscience Hyperspectral Imaging (HSI) Sales Value, 2020-2031
- 5.5.2 South America Agriscience Hyperspectral Imaging (HSI) Sales Value by Country (%), 2024 VS 2031
- 5.6 Middle East & Africa
- 5.6.1 Middle East & Africa Agriscience Hyperspectral Imaging (HSI) Sales Value, 2020-2031
- 5.6.2 Middle East & Africa Agriscience Hyperspectral Imaging (HSI) Sales Value by Country (%), 2024 VS 2031
6 Segmentation by Key Countries/Regions
- 6.1 Key Countries/Regions Agriscience Hyperspectral Imaging (HSI) Sales Value Growth Trends, 2020 VS 2024 VS 2031
- 6.2 Key Countries/Regions Agriscience Hyperspectral Imaging (HSI) Sales Value, 2020-2031
- 6.3 United States
- 6.3.1 United States Agriscience Hyperspectral Imaging (HSI) Sales Value, 2020-2031
- 6.3.2 United States Agriscience Hyperspectral Imaging (HSI) Sales Value by Type (%), 2024 VS 2031
- 6.3.3 United States Agriscience Hyperspectral Imaging (HSI) Sales Value by Application, 2024 VS 2031
- 6.4 Europe
- 6.4.1 Europe Agriscience Hyperspectral Imaging (HSI) Sales Value, 2020-2031
- 6.4.2 Europe Agriscience Hyperspectral Imaging (HSI) Sales Value by Type (%), 2024 VS 2031
- 6.4.3 Europe Agriscience Hyperspectral Imaging (HSI) Sales Value by Application, 2024 VS 2031
- 6.5 China
- 6.5.1 China Agriscience Hyperspectral Imaging (HSI) Sales Value, 2020-2031
- 6.5.2 China Agriscience Hyperspectral Imaging (HSI) Sales Value by Type (%), 2024 VS 2031
- 6.5.3 China Agriscience Hyperspectral Imaging (HSI) Sales Value by Application, 2024 VS 2031
- 6.6 Japan
- 6.6.1 Japan Agriscience Hyperspectral Imaging (HSI) Sales Value, 2020-2031
- 6.6.2 Japan Agriscience Hyperspectral Imaging (HSI) Sales Value by Type (%), 2024 VS 2031
- 6.6.3 Japan Agriscience Hyperspectral Imaging (HSI) Sales Value by Application, 2024 VS 2031
- 6.7 South Korea
- 6.7.1 South Korea Agriscience Hyperspectral Imaging (HSI) Sales Value, 2020-2031
- 6.7.2 South Korea Agriscience Hyperspectral Imaging (HSI) Sales Value by Type (%), 2024 VS 2031
- 6.7.3 South Korea Agriscience Hyperspectral Imaging (HSI) Sales Value by Application, 2024 VS 2031
- 6.8 Southeast Asia
- 6.8.1 Southeast Asia Agriscience Hyperspectral Imaging (HSI) Sales Value, 2020-2031
- 6.8.2 Southeast Asia Agriscience Hyperspectral Imaging (HSI) Sales Value by Type (%), 2024 VS 2031
- 6.8.3 Southeast Asia Agriscience Hyperspectral Imaging (HSI) Sales Value by Application, 2024 VS 2031
- 6.9 India
- 6.9.1 India Agriscience Hyperspectral Imaging (HSI) Sales Value, 2020-2031
- 6.9.2 India Agriscience Hyperspectral Imaging (HSI) Sales Value by Type (%), 2024 VS 2031
- 6.9.3 India Agriscience Hyperspectral Imaging (HSI) Sales Value by Application, 2024 VS 2031
7 Company Profiles
- 7.1 Specim
- 7.1.1 Specim Profile
- 7.1.2 Specim Main Business
- 7.1.3 Specim Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.1.4 Specim Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.1.5 Specim Recent Developments
- 7.2 Headwall Photonics
- 7.2.1 Headwall Photonics Profile
- 7.2.2 Headwall Photonics Main Business
- 7.2.3 Headwall Photonics Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.2.4 Headwall Photonics Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.2.5 Headwall Photonics Recent Developments
- 7.3 IMEC
- 7.3.1 IMEC Profile
- 7.3.2 IMEC Main Business
- 7.3.3 IMEC Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.3.4 IMEC Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.3.5 IMEC Recent Developments
- 7.4 Norsk Elektro Optikk A/S
- 7.4.1 Norsk Elektro Optikk A/S Profile
- 7.4.2 Norsk Elektro Optikk A/S Main Business
- 7.4.3 Norsk Elektro Optikk A/S Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.4.4 Norsk Elektro Optikk A/S Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.4.5 Norsk Elektro Optikk A/S Recent Developments
- 7.5 Cubert
- 7.5.1 Cubert Profile
- 7.5.2 Cubert Main Business
- 7.5.3 Cubert Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.5.4 Cubert Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.5.5 Cubert Recent Developments
- 7.6 Corning(NovaSol)
- 7.6.1 Corning(NovaSol) Profile
- 7.6.2 Corning(NovaSol) Main Business
- 7.6.3 Corning(NovaSol) Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.6.4 Corning(NovaSol) Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.6.5 Corning(NovaSol) Recent Developments
- 7.7 Telops
- 7.7.1 Telops Profile
- 7.7.2 Telops Main Business
- 7.7.3 Telops Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.7.4 Telops Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.7.5 Telops Recent Developments
- 7.8 Zolix (Dualix)
- 7.8.1 Zolix (Dualix) Profile
- 7.8.2 Zolix (Dualix) Main Business
- 7.8.3 Zolix (Dualix) Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.8.4 Zolix (Dualix) Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.8.5 Zolix (Dualix) Recent Developments
- 7.9 Surface Optics
- 7.9.1 Surface Optics Profile
- 7.9.2 Surface Optics Main Business
- 7.9.3 Surface Optics Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.9.4 Surface Optics Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.9.5 Surface Optics Recent Developments
- 7.10 Wayho Technology
- 7.10.1 Wayho Technology Profile
- 7.10.2 Wayho Technology Main Business
- 7.10.3 Wayho Technology Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.10.4 Wayho Technology Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.10.5 Wayho Technology Recent Developments
- 7.11 Resonon
- 7.11.1 Resonon Profile
- 7.11.2 Resonon Main Business
- 7.11.3 Resonon Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.11.4 Resonon Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.11.5 Resonon Recent Developments
- 7.12 ITRES
- 7.12.1 ITRES Profile
- 7.12.2 ITRES Main Business
- 7.12.3 ITRES Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.12.4 ITRES Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.12.5 ITRES Recent Developments
- 7.13 Brimrose
- 7.13.1 Brimrose Profile
- 7.13.2 Brimrose Main Business
- 7.13.3 Brimrose Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.13.4 Brimrose Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.13.5 Brimrose Recent Developments
- 7.14 BaySpec
- 7.14.1 BaySpec Profile
- 7.14.2 BaySpec Main Business
- 7.14.3 BaySpec Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.14.4 BaySpec Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.14.5 BaySpec Recent Developments
- 7.15 Spectra vista
- 7.15.1 Spectra vista Profile
- 7.15.2 Spectra vista Main Business
- 7.15.3 Spectra vista Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.15.4 Spectra vista Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.15.5 Spectra vista Recent Developments
- 7.16 TruTag
- 7.16.1 TruTag Profile
- 7.16.2 TruTag Main Business
- 7.16.3 TruTag Agriscience Hyperspectral Imaging (HSI) Products, Services and Solutions
- 7.16.4 TruTag Agriscience Hyperspectral Imaging (HSI) Revenue (US$ Million) & (2020-2025)
- 7.16.5 TruTag Recent Developments
8 Industry Chain Analysis
- 8.1 Agriscience Hyperspectral Imaging (HSI) Industrial Chain
- 8.2 Agriscience Hyperspectral Imaging (HSI) Upstream Analysis
- 8.2.1 Key Raw Materials
- 8.2.2 Raw Materials Key Suppliers
- 8.2.3 Manufacturing Cost Structure
- 8.3 Midstream Analysis
- 8.4 Downstream Analysis (Customers Analysis)
- 8.5 Sales Model and Sales Channels
- 8.5.1 Agriscience Hyperspectral Imaging (HSI) Sales Model
- 8.5.2 Sales Channel
- 8.5.3 Agriscience Hyperspectral Imaging (HSI) Distributors
9 Research Findings and Conclusion
10 Appendix
- 10.1 Research Methodology
- 10.1.1 Methodology/Research Approach
- 10.1.1.1 Research Programs/Design
- 10.1.1.2 Market Size Estimation
- 10.1.1.3 Market Breakdown and Data Triangulation
- 10.1.2 Data Source
- 10.1.2.1 Secondary Sources
- 10.1.2.2 Primary Sources
- 10.1.1 Methodology/Research Approach
- 10.2 Author Details
- 10.3 Disclaimer
