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1794654

세계의 정밀 제초 시장

Precision Weeding
발행일: | 리서치사: Market Glass, Inc. (Formerly Global Industry Analysts, Inc.) | 페이지 정보: 영문 263 Pages | 배송안내 : 1-2일 (영업일 기준)

    
    
    



※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

정밀 제초 세계 시장은 2030년까지 39억 달러에 달할 전망

2024년에 20억 달러로 추정되는 정밀 제초 세계 시장은 2024년부터 2030년까지 CAGR 11.6%로 성장하여 2030년에는 39억 달러에 달할 것으로 예측됩니다. 이 보고서에서 분석한 부문 중 하나인 잡초 검출 플랫폼은 CAGR 12.9%를 기록하며 분석 기간 종료까지 29억 달러에 달할 것으로 예측됩니다. 잡초 관리 부문의 성장률은 분석 기간 동안 CAGR 8.6%로 추정됩니다.

미국 시장은 5억 5,260만 달러로 추정, 중국은 CAGR 15.9%로 성장 예측

미국의 정밀 제초 시장은 2024년에 5억 5,260만 달러로 추정됩니다. 세계 2위 경제 대국인 중국은 분석 기간인 2024-2030년 CAGR 15.9%로 2030년까지 8억 2,580만 달러의 시장 규모에 달할 것으로 예측됩니다. 기타 주목할 만한 지역별 시장으로는 일본과 캐나다가 있고, 분석 기간 동안 CAGR은 각각 8.3%와 10.4%로 예측됩니다. 유럽에서는 독일이 CAGR 약 9.2%로 성장할 것으로 예측됩니다.

세계의 정밀 제초 시장 - 주요 동향과 촉진요인 정리

정밀 제초는 센서 기반 인텔리전스를 통해 농작업의 효율성을 어떻게 재정의하고 있는가?

정밀 제초는 종합적인 약제 살포와 노동 집약적인 수작업 공정을 대체하는 센서 기반의 현장 맞춤형 개입을 통해 잡초 방제에 혁명을 일으키고 있습니다. 이 변화의 핵심은 첨단 머신비전 시스템, AI를 활용한 물체 인식 알고리즘, 그리고 작물과 잡초를 정확하게 구분하는 실시간 의사결정 도구입니다. 이 시스템은 RGB 카메라, 근적외선(NIR), 하이퍼스펙트럼 이미지 처리, LiDAR 기술을 사용하여 자율 트랙터와 로봇 플랫폼에 탑재되어 실시간으로 밭의 상황을 매핑합니다. 잡초가 감지되면 자동 액추에이터와 레이저 모듈이 물리적으로, 기계적으로 또는 열적으로 잡초를 정확하게 제거하여 표적 외 영향과 토양 교란을 크게 줄입니다.

이와 병행하여 개발되고 있는 것은 잡초 패치 또는 개별 잡초에만 제초제를 살포할 수 있는 선택적 노즐 제어가 가능한 GPS 유도 정밀 살포기를 통합한 것입니다. 이러한 시스템은 제초제 사용 효율을 크게 향상시킴과 동시에 약제 유출, 투입 비용, 농작물 손상을 줄여줍니다. 정밀 제초를 토양 모니터링, 수확량 매핑, 데이터 로깅과 같은 다른 작업과 결합할 수 있는 능력은 정밀농업 생태계의 중심축이 되고 있습니다. 이러한 기술은 특히 노동력 부족, 제초제 내성, 환경 규제 강화에 직면한 지역에서 농업의 지속가능한 집약화를 가능하게 하는 데 필수적입니다.

정밀 제초는 연작지 외에는 어디에 적용되고 있는가?

정밀 제초 기술은 초기에는 옥수수, 콩, 사탕무 등 고밀도 연작 작물 재배를 위해 개발되었지만, 현재는 더 넓은 범위의 작물 재배에 적용되고 있습니다. 포도원, 과수원, 채소 농장 등 특수 작물에서는 조절 가능한 팔과 AI 가이드 결정 시스템을 갖춘 로봇 제초기가 좁은 줄 간격과 울퉁불퉁한 지형을 이동하며 줄기와 뿌리 근처의 잡초를 제거합니다. 이러한 용도는 기존 제초제가 작물에 식물 독성이 있거나 규제 문제로 인해 사용이 제한되는 경우에 특히 중요합니다.

온실 재배나 수직농법에서는 관리된 환경에서 잡초 발생을 억제하기 위해 로봇팔이나 기계 유도형 UV 발광기를 사용하는 솔루션도 채택하고 있습니다. 재생 농업이나 유기농법에서는 틴할로우, 핑거위더, 논두렁 경운기 등 정밀기계 제초기가 카메라로 밭두렁을 감지하여 유도하여 화학약품을 투입하지 않고도 잡초를 방제할 수 있게 되었습니다. 또한, 자치단체의 조경, 공원, 공공장소에서는 제초제 사용을 완전히 없애기 위해 자율 로봇을 채택하여 도시의 지속가능성 목표에 부합하는 자율 로봇을 사용하고 있습니다. 이러한 응용 분야의 다양성은 산업 및 비산업용 농업 공간 모두에서 시장 범위를 크게 확장하고 있습니다.

규제 변화, 투입 비용 압력, 지속가능성 목표가 어떻게 채택을 촉진하고 있는가?

환경 문제의 증가, 제초제 사용 금지, 식품 내 화학제품 잔류량 감소에 대한 압력은 잡초 관리를 둘러싼 경제적, 정책적 환경을 근본적으로 변화시키고 있습니다. 유럽과 북미의 규제 당국은 글리포세이트 및 기타 비선택성 제초제에 대한 규제를 강화하고 있으며, 종합적 해충 관리(IPM) 프로토콜에 따른 대체 잡초 방제 방법에 대한 관심이 높아지고 있습니다. 정밀 제초 기술은 유기농 인증, GlobalG.A.P. 및 EU 그린딜 목표와 같은 지속가능한 농업 표준 준수를 지원하는 비화학적인 솔루션으로 각광받고 있습니다.

특히 제초제 및 수작업 투입 비용의 상승은 대규모 농가가 여러 작물 재배 주기에 걸쳐 비용을 절감할 수 있는 자율 또는 반자율 정밀 제초기에 투자하도록 동기를 부여하고 있습니다. 정밀 제초는 또한 주요 잡초 종의 제초제 내성 증가로 인해 화학적 방제가 점점 더 효과적이지 않게 되는 문제도 다루고 있습니다. 또한, 토양의 건강성, 생물다양성, 화학제품 의존도 감소를 중시하는 재생보전형 농업으로의 전환은 정밀 제초를 미래 농업 전략의 핵심으로 삼고 있습니다. 이러한 경제적, 규제적, 생태학적 트렌드가 겹치면서 정밀 제초 기술의 상업적 가능성을 가속화하고 있습니다.

정밀 제초 세계 시장의 지역별 성장 원동력은?

세계 정밀 제초 시장의 성장은 기술의 가용성, 정부 인센티브, 지속가능한 농업 시스템에 대한 수요 증가가 복합적으로 작용하고 있습니다. 북미에서는 벤처 캐피탈과 디지털 농업 액셀러레이터의 지원을 받아 주요 농업 기술 스타트업과 장비 제조업체들이 연작 작물에 맞는 로봇 제초기를 출시하고 있습니다. 특정 제초제를 금지하고 농업 자동화를 장려하는 캘리포니아 주 등 미국 각 주에서 가장 먼저 도입하고 있습니다. 유럽에서는 규제 압력, 노동력 풀의 축소, 공동농업정책(CAP)에 따른 탄소 중립 농업 목표가 독일, 프랑스, 네덜란드 등의 국가에서 정밀 제초의 광범위한 채택을 촉진하고 있습니다.

아시아태평양은 식량 안보에 대한 수요 증가, 투입 비용 상승, 스마트 농업 인프라에 대한 민관 투자로 인해 높은 성장 잠재력을 보이고 있습니다. 일본이나 한국 같은 나라에서는 농가의 고령화에 대응하기 위해 카메라 가이드 정밀 제초기를 도입하고 있으며, 인도에서는 농업 기술 인큐베이터와 지속가능성 연계형 융자 지원을 통한 파일럿 프로그램을 볼 수 있습니다. 라틴아메리카와 중동에서는 수질 오염을 줄이고 밭의 효율을 높이려는 대규모 영리 농장의 수요가 급증하고 있습니다. 장비 제조업체, AI 개발자, 농업협동조합의 파트너십이 가격에 민감한 시장에서 기술 보급을 가능하게 하고 있습니다.

Ecorobotix, Blue River Technology(John Deere), Naio Technologies, Garford Farm Machinery 등 주요 기업들은 AI 알고리즘 개선, 클라우드 기반 모니터링, 다중 작물 적응성 등에 투자하고 있습니다. 투자하고 있습니다. 탄탄한 기술 혁신 파이프라인과 전통적인 잡초 방제의 환경적, 경제적 비용에 대한 인식이 높아짐에 따라 세계 정밀 제초 시장은 특히 디지털화 및 환경 규제가 강화된 지역에서 비약적인 성장을 이룰 준비가 되어 있습니다.

부문

유형(잡초 검출 플랫폼, 잡초 관리), 용도(농업 용도, 비농업 용도)

조사 대상 기업 사례

  • AgXeed
  • Amazone(BBGmbH & Co. KG)
  • Andela Robots
  • Bilberry
  • Carbon Robotics
  • CNH Industrial(Raven, Agrifac)
  • Ecorobotix
  • FarmWise Labs, Inc.
  • Garford Farm Machinery Ltd.
  • John Deere(Blue River Tech)
  • Naio Technologies
  • Nexus Robotics
  • PEK Automotive
  • PrecisionHawk
  • Robocrop(Garford)
  • Small Robot Company
  • Solinftec
  • SwarmFarm Robotics
  • Vision Robotics Corporation
  • WeedIT(AgriFac subsidiary)

AI 통합

Global Industry Analysts는 검증된 전문가 컨텐츠와 AI 툴을 통해 시장 정보와 경쟁 정보를 혁신하고 있습니다.

Global Industry Analysts는 LLM 및 업계 고유의 SLM을 조회하는 일반적인 규범을 따르는 대신 비디오 기록, 블로그, 검색 엔진 조사, 방대한 양의 기업, 제품/서비스, 시장 데이터 등 세계 전문가로부터 수집한 컨텐츠 리포지토리를 구축했습니다.

관세 영향 계수

Global Industry Analysts는 본사 소재지, 제조거점, 수출입(완제품 및 OEM)을 기준으로 기업의 경쟁력 변화를 예측하고 있습니다. 이러한 복잡하고 다면적인 시장 역학은 매출원가(COGS) 증가, 수익성 하락, 공급망 재편 등 미시적, 거시적 시장 역학 중에서도 특히 경쟁사들에게 영향을 미칠 것으로 예상됩니다.

목차

제1장 조사 방법

제2장 주요 요약

  • 시장 개요
  • 주요 기업
  • 시장 동향과 촉진요인
  • 세계 시장 전망

제3장 시장 분석

  • 미국
  • 캐나다
  • 일본
  • 중국
  • 유럽
  • 프랑스
  • 독일
  • 이탈리아
  • 영국
  • 스페인
  • 러시아
  • 기타 유럽
  • 아시아태평양
  • 호주
  • 인도
  • 한국
  • 기타 아시아태평양
  • 라틴아메리카
  • 아르헨티나
  • 브라질
  • 멕시코
  • 기타 라틴아메리카
  • 중동
  • 이란
  • 이스라엘
  • 사우디아라비아
  • 아랍에미리트
  • 기타 중동
  • 아프리카

제4장 경쟁

KSM 25.08.28

Global Precision Weeding Market to Reach US$3.9 Billion by 2030

The global market for Precision Weeding estimated at US$2.0 Billion in the year 2024, is expected to reach US$3.9 Billion by 2030, growing at a CAGR of 11.6% over the analysis period 2024-2030. Weed Detection Platform, one of the segments analyzed in the report, is expected to record a 12.9% CAGR and reach US$2.9 Billion by the end of the analysis period. Growth in the Weed Management segment is estimated at 8.6% CAGR over the analysis period.

The U.S. Market is Estimated at US$552.6 Million While China is Forecast to Grow at 15.9% CAGR

The Precision Weeding market in the U.S. is estimated at US$552.6 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$825.8 Million by the year 2030 trailing a CAGR of 15.9% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 8.3% and 10.4% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 9.2% CAGR.

Global Precision Weeding Market - Key Trends & Drivers Summarized

How Is Precision Weeding Redefining Agronomic Efficiency Through Sensor-Based Intelligence?

Precision weeding is revolutionizing weed control by replacing blanket chemical application and labor-intensive manual processes with sensor-driven, site-specific interventions. At the core of this transformation are advanced machine vision systems, AI-powered object recognition algorithms, and real-time decision-making tools that distinguish between crops and weeds with high accuracy. These systems use RGB cameras, near-infrared (NIR), hyperspectral imaging, and LiDAR technologies mounted on autonomous tractors or robotic platforms to map field conditions in real-time. Once weeds are detected, automated actuators or laser modules conduct precise physical, mechanical, or thermal weed removal, drastically minimizing off-target effects and soil disturbance.

A parallel development is the integration of GPS-guided precision sprayers equipped with selective nozzle control that can apply herbicides only to weedy patches or individual weeds. Such systems are significantly improving herbicide use efficiency while reducing chemical runoff, input costs, and crop damage. The ability to couple precision weeding with other tasks like soil monitoring, yield mapping, and data logging makes it a central pillar of precision agriculture ecosystems. These technologies are critical for enabling sustainable intensification of agriculture, especially in regions facing labor shortages, herbicide resistance, and rising environmental regulations.

Where Is Precision Weeding Being Applied Beyond Row Crop Fields?

Although initially developed for high-density row crop farming such as corn, soybean, and sugar beet, precision weeding technologies are now being deployed across a broader range of applications. In specialty crops-including vineyards, orchards, and vegetable farms-robotic weeders with adjustable arms and AI-guided decision systems are navigating tight row spacings and uneven terrain to eliminate weeds near stems and root zones. These applications are particularly important where conventional herbicides are either phytotoxic to the crop or restricted due to regulatory concerns.

Greenhouse and vertical farming environments are also adopting precision weeding solutions that use robotic arms or machine-guided UV light emitters to control weed emergence in controlled environments. In regenerative agriculture and organic farming systems, precision mechanical weeders using tine harrows, finger weeders, or inter-row cultivators-guided by camera-based row detection-are enabling weed control without chemical inputs. Additionally, municipal landscapes, parks, and public spaces are employing autonomous precision weeding robots to eliminate herbicide use altogether, aligning with urban sustainability goals. This application diversity is significantly expanding the market scope across both industrial and non-industrial agricultural spaces.

How Are Regulatory Shifts, Input Cost Pressures, and Sustainability Goals Driving Adoption?

Mounting environmental concerns, herbicide bans, and pressure to reduce chemical residues in food are fundamentally reshaping the economics and policy environment surrounding weed management. Regulatory bodies in Europe and North America are tightening restrictions on glyphosate and other non-selective herbicides, driving interest in alternative weed control methods that align with integrated pest management (IPM) protocols. Precision weeding technologies are gaining traction as a non-chemical solution that supports organic certification and compliance with sustainable farming standards such as GlobalG.A.P. and EU Green Deal targets.

Escalating input costs, especially for herbicides and manual labor, are incentivizing large-scale farmers to invest in autonomous or semi-autonomous precision weeders that offer cost savings over multiple cropping cycles. Precision weeding also addresses the rising challenge of herbicide resistance in major weed species, which is making chemical control increasingly ineffective. Furthermore, the transition to regenerative and conservation agriculture practices-emphasizing soil health, biodiversity, and reduced chemical dependence-is positioning precision weeding as a cornerstone of future farming strategies. These overlapping economic, regulatory, and ecological trends are accelerating the commercial viability of precision weeding technologies.

What Is Fueling Growth in the Global Precision Weeding Market Across Regions?

The growth in the global precision weeding market is driven by a combination of technology availability, government incentives, and increased demand for sustainable farming systems. In North America, leading agritech startups and equipment manufacturers are launching robotic weeders tailored to row crops, supported by venture capital and digital agriculture accelerators. U.S. states such as California, which have banned certain herbicides and are incentivizing automation in agriculture, are at the forefront of adoption. In Europe, regulatory pressures, shrinking labor pools, and carbon-neutral farming objectives under the Common Agricultural Policy (CAP) are driving widespread adoption of precision weeding in countries like Germany, France, and the Netherlands.

Asia-Pacific presents high growth potential due to rising food security needs, increasing input costs, and public-private investments in smart farming infrastructure. Countries like Japan and South Korea are adopting camera-guided precision weeders to address aging farmer populations, while India is witnessing pilot programs supported by agri-tech incubators and sustainability-linked financing. Latin America and the Middle East are seeing emerging demand from large commercial farms looking to reduce water contamination and improve field efficiency. Partnerships between equipment manufacturers, AI developers, and cooperative farming organizations are enabling technology diffusion in price-sensitive markets.

Major players such as Ecorobotix, Blue River Technology (John Deere), Naio Technologies, and Garford Farm Machinery are investing in AI algorithm refinement, cloud-based monitoring, and multi-crop adaptability. With a robust innovation pipeline and growing awareness of the environmental and economic cost of conventional weed control, the global precision weeding market is poised for exponential growth, particularly in digitally enabled and environmentally regulated regions.

SCOPE OF STUDY:

The report analyzes the Precision Weeding market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Type (Weed Detection Platform, Weed Management); Application (Agriculture Application, Non-Agriculture Application)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; Spain; Russia; and Rest of Europe); Asia-Pacific (Australia; India; South Korea; and Rest of Asia-Pacific); Latin America (Argentina; Brazil; Mexico; and Rest of Latin America); Middle East (Iran; Israel; Saudi Arabia; United Arab Emirates; and Rest of Middle East); and Africa.

Select Competitors (Total 32 Featured) -

  • AgXeed
  • Amazone (BBGmbH & Co. KG)
  • Andela Robots
  • Bilberry
  • Carbon Robotics
  • CNH Industrial (Raven, Agrifac)
  • Ecorobotix
  • FarmWise Labs, Inc.
  • Garford Farm Machinery Ltd.
  • John Deere (Blue River Tech)
  • Naio Technologies
  • Nexus Robotics
  • PEK Automotive
  • PrecisionHawk
  • Robocrop (Garford)
  • Small Robot Company
  • Solinftec
  • SwarmFarm Robotics
  • Vision Robotics Corporation
  • WeedIT (AgriFac subsidiary)

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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
    • Precision Weeding - 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 Emphasis on Sustainable Farming Practices Drives Adoption of Precision Weeding Solutions
    • Labor Shortages in Agriculture Spur Growth in Autonomous and Robotic Weeding Technologies
    • Integration of Computer Vision and AI Throws the Spotlight on Targeted Weed Identification
    • Government Incentives for Smart Agriculture Technologies Propel Precision Weeding Investments
    • Expansion of High-Value Crop Cultivation Strengthens Business Case for Non-Chemical Weed Control
    • Environmental Concerns Over Herbicide Use Generate Demand for Mechanical and Sensor-Based Solutions
    • OEM Collaborations With AgTech Startups Accelerate Innovation in Autonomous Weeding Platforms
    • Rising Adoption of GPS and GIS in Farm Management Systems Enhances Weed Control Precision
    • Shift Toward Site-Specific Weed Management Supports Variable Rate Weeding Approaches
    • Growing Use of UAVs and Drone-Based Imaging Fuels Real-Time Weed Mapping Capabilities
    • Advancements in Edge Computing and In-Field Data Processing Enable Rapid Decision-Making
    • Push for Carbon-Neutral Agriculture Practices Drives Interest in Low-Impact Weeding Alternatives
    • Development of Laser and Electromechanical Weeding Tools Expands Technology Landscape
    • Increased Adoption of Integrated Pest and Weed Management Models Sustains Systemic Demand
    • Farm Consolidation and Equipment Leasing Trends Support Scalability of Precision Weeding Tools
    • Expansion of Organic Farming Across Developed Markets Drives Use of Non-Chemical Weed Removal
    • Rising Cost of Herbicides and Resistance Management Needs Propel Transition to Precision Systems
    • Growth in Crop Yield Optimization Programs Promotes ROI-Based Adoption of Weeding Automation
    • Regulatory Pressure to Reduce Residue Levels in Food Production Drives Alternative Weed Control Methods
    • Increased R&D Funding in Smart Farm Mechanization Supports Long-Term Market Development
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Precision Weeding Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Precision Weeding by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 3: World Historic Review for Precision Weeding by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 4: World 16-Year Perspective for Precision Weeding by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2014, 2025 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Weed Detection Platform by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 6: World Historic Review for Weed Detection Platform by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 7: World 16-Year Perspective for Weed Detection Platform by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Weed Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 9: World Historic Review for Weed Management by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 10: World 16-Year Perspective for Weed Management by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2025 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Agriculture Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 12: World Historic Review for Agriculture Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 13: World 16-Year Perspective for Agriculture Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Non-Agriculture Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 15: World Historic Review for Non-Agriculture Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 16: World 16-Year Perspective for Non-Agriculture Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Precision Weeding Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 17: USA Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 18: USA Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 19: USA 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 20: USA Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 21: USA Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 22: USA 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • CANADA
    • TABLE 23: Canada Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 24: Canada Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 25: Canada 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 26: Canada Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 27: Canada Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 28: Canada 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • JAPAN
    • Precision Weeding Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 29: Japan Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 30: Japan Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 31: Japan 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 32: Japan Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: Japan Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 34: Japan 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • CHINA
    • Precision Weeding Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 35: China Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 36: China Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 37: China 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 38: China Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: China Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 40: China 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • EUROPE
    • Precision Weeding Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 41: Europe Recent Past, Current & Future Analysis for Precision Weeding by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 42: Europe Historic Review for Precision Weeding by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 43: Europe 16-Year Perspective for Precision Weeding by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2014, 2025 & 2030
    • TABLE 44: Europe Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Europe Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 46: Europe 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 47: Europe Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 48: Europe Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 49: Europe 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • FRANCE
    • Precision Weeding Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 50: France Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: France Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 52: France 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 53: France Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 54: France Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 55: France 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • GERMANY
    • Precision Weeding Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 56: Germany Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Germany Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 58: Germany 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 59: Germany Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 60: Germany Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 61: Germany 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • ITALY
    • TABLE 62: Italy Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Italy Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 64: Italy 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 65: Italy Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 66: Italy Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 67: Italy 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • UNITED KINGDOM
    • Precision Weeding Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 68: UK Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: UK Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 70: UK 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 71: UK Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 72: UK Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 73: UK 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • SPAIN
    • TABLE 74: Spain Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Spain Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 76: Spain 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 77: Spain Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 78: Spain Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 79: Spain 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • RUSSIA
    • TABLE 80: Russia Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: Russia Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 82: Russia 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 83: Russia Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 84: Russia Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 85: Russia 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • REST OF EUROPE
    • TABLE 86: Rest of Europe Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Rest of Europe Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 88: Rest of Europe 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 89: Rest of Europe Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 90: Rest of Europe Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 91: Rest of Europe 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • ASIA-PACIFIC
    • Precision Weeding Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 92: Asia-Pacific Recent Past, Current & Future Analysis for Precision Weeding by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 93: Asia-Pacific Historic Review for Precision Weeding by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 94: Asia-Pacific 16-Year Perspective for Precision Weeding by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2014, 2025 & 2030
    • TABLE 95: Asia-Pacific Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 96: Asia-Pacific Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 97: Asia-Pacific 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 98: Asia-Pacific Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Asia-Pacific Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 100: Asia-Pacific 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • AUSTRALIA
    • Precision Weeding Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2025 (E)
    • TABLE 101: Australia Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 102: Australia Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 103: Australia 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 104: Australia Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Australia Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 106: Australia 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • INDIA
    • Precision Weeding Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2025 (E)
    • TABLE 107: India Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 108: India Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 109: India 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 110: India Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 111: India Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 112: India 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • SOUTH KOREA
    • TABLE 113: South Korea Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 114: South Korea Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 115: South Korea 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 116: South Korea Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 117: South Korea Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 118: South Korea 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • REST OF ASIA-PACIFIC
    • TABLE 119: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 120: Rest of Asia-Pacific Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 121: Rest of Asia-Pacific 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 122: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 123: Rest of Asia-Pacific Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 124: Rest of Asia-Pacific 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • LATIN AMERICA
    • Precision Weeding Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2025 (E)
    • TABLE 125: Latin America Recent Past, Current & Future Analysis for Precision Weeding by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 126: Latin America Historic Review for Precision Weeding by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 127: Latin America 16-Year Perspective for Precision Weeding by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2014, 2025 & 2030
    • TABLE 128: Latin America Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 129: Latin America Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 130: Latin America 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 131: Latin America Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 132: Latin America Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 133: Latin America 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • ARGENTINA
    • TABLE 134: Argentina Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 135: Argentina Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 136: Argentina 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 137: Argentina Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 138: Argentina Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 139: Argentina 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • BRAZIL
    • TABLE 140: Brazil Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 141: Brazil Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 142: Brazil 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 143: Brazil Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 144: Brazil Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 145: Brazil 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • MEXICO
    • TABLE 146: Mexico Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 147: Mexico Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 148: Mexico 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 149: Mexico Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 150: Mexico Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 151: Mexico 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • REST OF LATIN AMERICA
    • TABLE 152: Rest of Latin America Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 153: Rest of Latin America Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 154: Rest of Latin America 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 155: Rest of Latin America Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 156: Rest of Latin America Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 157: Rest of Latin America 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • MIDDLE EAST
    • Precision Weeding Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2025 (E)
    • TABLE 158: Middle East Recent Past, Current & Future Analysis for Precision Weeding by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 159: Middle East Historic Review for Precision Weeding by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 160: Middle East 16-Year Perspective for Precision Weeding by Geographic Region - Percentage Breakdown of Value Sales for Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets for Years 2014, 2025 & 2030
    • TABLE 161: Middle East Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 162: Middle East Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 163: Middle East 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 164: Middle East Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 165: Middle East Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 166: Middle East 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • IRAN
    • TABLE 167: Iran Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 168: Iran Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 169: Iran 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 170: Iran Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 171: Iran Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 172: Iran 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • ISRAEL
    • TABLE 173: Israel Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 174: Israel Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 175: Israel 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 176: Israel Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 177: Israel Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 178: Israel 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • SAUDI ARABIA
    • TABLE 179: Saudi Arabia Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 180: Saudi Arabia Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 181: Saudi Arabia 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 182: Saudi Arabia Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 183: Saudi Arabia Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 184: Saudi Arabia 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • UNITED ARAB EMIRATES
    • TABLE 185: UAE Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 186: UAE Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 187: UAE 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 188: UAE Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 189: UAE Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 190: UAE 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • REST OF MIDDLE EAST
    • TABLE 191: Rest of Middle East Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 192: Rest of Middle East Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 193: Rest of Middle East 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 194: Rest of Middle East Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 195: Rest of Middle East Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 196: Rest of Middle East 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030
  • AFRICA
    • Precision Weeding Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2025 (E)
    • TABLE 197: Africa Recent Past, Current & Future Analysis for Precision Weeding by Type - Weed Detection Platform and Weed Management - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 198: Africa Historic Review for Precision Weeding by Type - Weed Detection Platform and Weed Management Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 199: Africa 16-Year Perspective for Precision Weeding by Type - Percentage Breakdown of Value Sales for Weed Detection Platform and Weed Management for the Years 2014, 2025 & 2030
    • TABLE 200: Africa Recent Past, Current & Future Analysis for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 201: Africa Historic Review for Precision Weeding by Application - Agriculture Application and Non-Agriculture Application Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2023 and % CAGR
    • TABLE 202: Africa 16-Year Perspective for Precision Weeding by Application - Percentage Breakdown of Value Sales for Agriculture Application and Non-Agriculture Application for the Years 2014, 2025 & 2030

IV. COMPETITION

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