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市场调查报告书
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1611338

机器人除草机的全球市场：按组成部分、农场规模和分销管道 - 2025-2030 年预测

Robotic Weeding Machines Market by Components (Computer Vision, Global Positioning System, Lasers), Farm Size (Large Size, Medium Size, Small Size), Distribution Channel - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 196 Pages | 商品交期: 最快1-2个工作天内

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2023年，机器人除草机市值为2.9143亿美元，预计到2024年将达到3.1129亿美元，复合年增长率为6.89%，到2030年将达到4.6487亿美元。

机器人除草机系列包括开发、生产和部署，透过提供精准除草解决方案来增强农业实践。这些机器使用人工智慧、机器学习和机器视觉等先进技术来识别和清除杂草，减少对化学除草剂的需求。对机器人除草机的需求源于对永续耕作方法的需求不断增长、农业劳动力短缺以及对更高作物产量的追求。除草剂通常应用于大规模农业作业，其中效率和精度非常重要，最终用途涵盖多种作物，包括蔬菜、谷物和特殊作物。

主要市场统计
基准年[2023] 2.9143亿美元
预计年份 [2024] 31129万美元
预测年份 [2030] 46487万美元
复合年增长率（%） 6.89%

影响市场的关键成长要素包括感测器技术的进步、农业自动化的提高以及对永续农业方法的日益关注。此外，更实惠、更有效率的机器人解决方案的开发正在该领域创造新的机会。人们越来越有兴趣将这些机器与物联网集成，以实现农业运营中的即时资料追踪和优化，这带来了巨大的商机。然而，高昂的初始投资成本、机器维护的复杂性以及对技术专业知识的需求等限制对市场成长构成了挑战。机器适应不同环境条件和作物品种的能力有限也阻碍了更广泛的采用。

人工智慧和机器学习演算法的创新可提高杂草检测的准确性，以及开发节能电力系统是潜在的研究和开发领域。此外，建立更用户友好的介面以实现更好的农民与技术互动也可以推动采用。市场的本质是动态的、由技术主导的，竞争格局的特征是老牌企业和新兴企业都投资于研发。为了充分利用这一机会，企业应专注于开发满足多样化农业需求的多功能、适应性强的机械，并与相关人员合作，提高可负担性和可用性。

市场动态：快速发展的机器人除草机市场的关键市场洞察

供需的动态交互作用正在改变机器人除草机市场。透过了解这些不断变化的市场动态，公司可以准备好做出明智的投资决策、完善策略决策并抓住新的商机。全面了解这些趋势可以帮助企业降低政治、地理、技术、社会和经济领域的风险，同时也能帮助消费行为及其对製造业的影响。

  • 市场驱动因素
    • 使用机器人除草机保护土壤微生物组
    • 更多采用减少对农药依赖的技术
    • 提高对农药毒性的认识
  • 市场限制因素
    • 初期投资高
  • 市场机会
    • 机器人除草机的技术进步
    • 加强研发力度，开发高效率的机器人除草机
  • 市场挑战
    • 机器人除草机的操作问题

波特的五力机器人除草机市场策略工具导航

波特的五力框架是了解机器人除草机市场竞争格局的关键工具。波特的五力框架为评估公司的竞争地位和探索策略机会提供了清晰的方法。该框架可帮助公司评估市场动态并确定新业务的盈利。这些见解使公司能够利用自己的优势，解决弱点并避免潜在的挑战，从而确保更强大的市场地位。

PESTLE分析：了解机器人除草机市场的外部影响

外部宏观环境因素在塑造机器人除草机市场的绩效动态方面发挥着至关重要的作用。对政治、经济、社会、技术、法律和环境因素的分析提供了应对这些影响所需的资讯。透过调查 PESTLE 因素，公司可以更了解潜在的风险和机会。这种分析可以帮助公司预测法规、消费者偏好和经济趋势的变化，并为他们做出积极主动的决策做好准备。

市场占有率分析 了解机器人除草机市场竞争状况

对机器人除草机市场的详细市场占有率分析可以对供应商的业绩进行全面评估。公司可以透过比较收益、客户群和成长率等关键指标来揭示其竞争地位。该分析揭示了市场集中、分散和整合的趋势，为供应商提供了製定策略决策所需的洞察力，使他们能够在日益激烈的竞争中占有一席之地。

FPNV 定位矩阵机器人除草机市场供应商绩效评估

FPNV定位矩阵是评估机器人除草机市场供应商的重要工具。此矩阵允许业务组织根据商务策略和产品满意度评估供应商，从而做出与其目标相符的明智决策。这四个象限使您能够清晰、准确地划分供应商，并确定最能满足您的策略目标的合作伙伴和解决方案。

策略分析和建议，以规划机器人除草机市场的成功之路

对于旨在加强其在全球市场的影响力的公司来说，对机器人除草机市场的策略分析至关重要。透过审查关键资源、能力和绩效指标，公司可以识别成长机会并努力改进。这种方法使您能够克服竞争环境中的挑战，利用新的商机并取得长期成功。

本报告对市场进行了全面分析，涵盖关键重点领域：

1. 市场渗透率：对当前市场环境的详细审查、主要企业的广泛资料、对其在市场中的影响力和整体影响力的评估。

2. 市场开拓：辨识新兴市场的成长机会，评估现有领域的扩张潜力，并提供未来成长的策略蓝图。

3. 市场多元化：分析近期产品发布、开拓地区、关键产业进展、塑造市场的策略投资。

4. 竞争评估与情报：彻底分析竞争格局，检验市场占有率、业务策略、产品系列、认证、监理核准、专利趋势、主要企业的技术进步等。

5.产品开发与创新：重点关注可望推动未来市场成长的最尖端科技、研发活动和产品创新。

我们也回答重要问题，以帮助相关人员做出明智的决策：

1.目前的市场规模和未来的成长预测是多少？

2. 哪些产品、区隔市场和地区提供最佳投资机会？

3.塑造市场的主要技术趋势和监管影响是什么？

4.主要厂商的市场占有率和竞争地位如何？

5. 推动供应商市场进入和退出策略的收益来源和策略机会是什么？

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 使用机器人除草机保护土壤微生物区系
      • 更多采用减少对农药依赖的技术
      • 人们越来越认识到农药的有害影响
    • 抑制因素
      • 初期投资额高
    • 机会
      • 机器人除草机的技术进步
      • 加强研发力度，开发高效率的机器人除草机
    • 任务
      • 与机器人除草机相关的操作问题
  • 市场区隔分析
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 经济
    • 社群
    • 技术的
    • 合法地
    • 环境

第六章 机器人除草机市场：依组成部分

  • 电脑视觉
  • 全球定位系统
  • 雷射
  • 超级电脑

第七章以农场规模分類的机器人除草机市场

  • 大尺寸
  • 中等尺寸
  • 小型

第八章机器人除草机市场：依通路划分

  • 在线的
  • 零售

第九章 北美和南美机器人除草机市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十章亚太机器人除草机市场

  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十一章 欧洲、中东和非洲机器人除草机市场

  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第十二章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析
  • 战略分析和建议

公司名单

  • Adigo AS
  • Carbon Autonomous Robotic Systems, Inc.
  • CARRE SAS
  • Dahlia Robotics GmbH
  • Deere & Company
  • Ecorobotix SA
  • Energreen SpA
  • F. Poulsen Engineering ApS
  • FarmWise Labs, Inc.
  • Garford Farm Machinery Ltd.
  • LEMKEN GmbH & Co. KG
  • Naio Technologies SAS
  • Small Robot Company
  • SwarmFarm Robotics
  • VitiBot
Product Code: MRR-62667ADFB2A7

The Robotic Weeding Machines Market was valued at USD 291.43 million in 2023, expected to reach USD 311.29 million in 2024, and is projected to grow at a CAGR of 6.89%, to USD 464.87 million by 2030.

The scope of robotic weeding machines encompasses their development, production, and deployment for enhancing agricultural practices by offering precision weeding solutions. These machines use advanced technologies such as AI, machine learning, and machine vision to identify and eliminate weeds, thereby reducing the need for chemical herbicides. The necessity for robotic weeding machines arises from the increasing demand for sustainable farming practices, labor shortages in agriculture, and the push for higher crop yields. They are typically applied in large-scale farming operations where efficiency and precision are critical, with end-use spanning across various crops including vegetables, cereals, and specialty crops.

KEY MARKET STATISTICS
Base Year [2023] USD 291.43 million
Estimated Year [2024] USD 311.29 million
Forecast Year [2030] USD 464.87 million
CAGR (%) 6.89%

Key growth factors influencing the market include advancements in sensor technology, increasing automation in agriculture, and the growing emphasis on sustainable farming methods. Moreover, the development of more affordable and efficient robotic solutions is opening up new opportunities in the sector. There is also a rising interest in integrating these machines with IoT for real-time data tracking and optimization in agricultural practices, presenting significant opportunities. However, limitations such as the high initial investment costs, the complexity of machine maintenance, and the need for technical expertise pose challenges to market growth. The machines' limited ability to adapt to different environmental conditions and crop varieties also hinders broader adoption.

Innovations in AI and machine learning algorithms to enhance weed detection accuracy and developments in energy-efficient power systems are potential areas for research and development. Additionally, creating more user-friendly interfaces for better farmer interaction with technology could drive adoption. The nature of the market is dynamic and technology-driven, with a competitive landscape characterized by both established and emerging players investing in R&D. To capitalize on opportunities, companies should focus on creating versatile, adaptive machines that cater to diverse agricultural needs and collaborate with stakeholders to improve affordability and accessibility.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Robotic Weeding Machines Market

The Robotic Weeding Machines Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • Robotic weeding machines ensure that soil microbiome
    • Increase in the adoption of techniques to reduce the dependence on agrichemicals
    • Growing awareness about the harmful effects of agrochemicals
  • Market Restraints
    • High initial investment
  • Market Opportunities
    • Technological advancements in robotic weeding machines
    • Increase in R&D for development of efficient robotic weeding machines
  • Market Challenges
    • Operational issues associated with robotic weeding machines

Porter's Five Forces: A Strategic Tool for Navigating the Robotic Weeding Machines Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Robotic Weeding Machines Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Robotic Weeding Machines Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Robotic Weeding Machines Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Robotic Weeding Machines Market

A detailed market share analysis in the Robotic Weeding Machines Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Robotic Weeding Machines Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Robotic Weeding Machines Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Robotic Weeding Machines Market

A strategic analysis of the Robotic Weeding Machines Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Robotic Weeding Machines Market, highlighting leading vendors and their innovative profiles. These include Adigo AS, Carbon Autonomous Robotic Systems, Inc., CARRE SAS, Dahlia Robotics GmbH, Deere & Company, Ecorobotix SA, Energreen S.p.A., F. Poulsen Engineering ApS, FarmWise Labs, Inc., Garford Farm Machinery Ltd., LEMKEN GmbH & Co. KG, Naio Technologies SAS, Small Robot Company, SwarmFarm Robotics, and VitiBot.

Market Segmentation & Coverage

This research report categorizes the Robotic Weeding Machines Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Components, market is studied across Computer Vision, Global Positioning System, Lasers, and Supercomputer.
  • Based on Farm Size, market is studied across Large Size, Medium Size, and Small Size.
  • Based on Distribution Channel, market is studied across Online and Retail.
  • Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Robotic weeding machines ensure that soil microbiome
      • 5.1.1.2. Increase in the adoption of techniques to reduce the dependence on agrichemicals
      • 5.1.1.3. Growing awareness about the harmful effects of agrochemicals
    • 5.1.2. Restraints
      • 5.1.2.1. High initial investment
    • 5.1.3. Opportunities
      • 5.1.3.1. Technological advancements in robotic weeding machines
      • 5.1.3.2. Increase in R&D for development of efficient robotic weeding machines
    • 5.1.4. Challenges
      • 5.1.4.1. Operational issues associated with robotic weeding machines
  • 5.2. Market Segmentation Analysis
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental

6. Robotic Weeding Machines Market, by Components

  • 6.1. Introduction
  • 6.2. Computer Vision
  • 6.3. Global Positioning System
  • 6.4. Lasers
  • 6.5. Supercomputer

7. Robotic Weeding Machines Market, by Farm Size

  • 7.1. Introduction
  • 7.2. Large Size
  • 7.3. Medium Size
  • 7.4. Small Size

8. Robotic Weeding Machines Market, by Distribution Channel

  • 8.1. Introduction
  • 8.2. Online
  • 8.3. Retail

9. Americas Robotic Weeding Machines Market

  • 9.1. Introduction
  • 9.2. Argentina
  • 9.3. Brazil
  • 9.4. Canada
  • 9.5. Mexico
  • 9.6. United States

10. Asia-Pacific Robotic Weeding Machines Market

  • 10.1. Introduction
  • 10.2. Australia
  • 10.3. China
  • 10.4. India
  • 10.5. Indonesia
  • 10.6. Japan
  • 10.7. Malaysia
  • 10.8. Philippines
  • 10.9. Singapore
  • 10.10. South Korea
  • 10.11. Taiwan
  • 10.12. Thailand
  • 10.13. Vietnam

11. Europe, Middle East & Africa Robotic Weeding Machines Market

  • 11.1. Introduction
  • 11.2. Denmark
  • 11.3. Egypt
  • 11.4. Finland
  • 11.5. France
  • 11.6. Germany
  • 11.7. Israel
  • 11.8. Italy
  • 11.9. Netherlands
  • 11.10. Nigeria
  • 11.11. Norway
  • 11.12. Poland
  • 11.13. Qatar
  • 11.14. Russia
  • 11.15. Saudi Arabia
  • 11.16. South Africa
  • 11.17. Spain
  • 11.18. Sweden
  • 11.19. Switzerland
  • 11.20. Turkey
  • 11.21. United Arab Emirates
  • 11.22. United Kingdom

12. Competitive Landscape

  • 12.1. Market Share Analysis, 2023
  • 12.2. FPNV Positioning Matrix, 2023
  • 12.3. Competitive Scenario Analysis
  • 12.4. Strategy Analysis & Recommendation

Companies Mentioned

  • 1. Adigo AS
  • 2. Carbon Autonomous Robotic Systems, Inc.
  • 3. CARRE SAS
  • 4. Dahlia Robotics GmbH
  • 5. Deere & Company
  • 6. Ecorobotix SA
  • 7. Energreen S.p.A.
  • 8. F. Poulsen Engineering ApS
  • 9. FarmWise Labs, Inc.
  • 10. Garford Farm Machinery Ltd.
  • 11. LEMKEN GmbH & Co. KG
  • 12. Naio Technologies SAS
  • 13. Small Robot Company
  • 14. SwarmFarm Robotics
  • 15. VitiBot

LIST OF FIGURES

  • FIGURE 1. ROBOTIC WEEDING MACHINES MARKET RESEARCH PROCESS
  • FIGURE 2. ROBOTIC WEEDING MACHINES MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. AMERICAS ROBOTIC WEEDING MACHINES MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 13. AMERICAS ROBOTIC WEEDING MACHINES MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. UNITED STATES ROBOTIC WEEDING MACHINES MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 15. UNITED STATES ROBOTIC WEEDING MACHINES MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. ASIA-PACIFIC ROBOTIC WEEDING MACHINES MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 17. ASIA-PACIFIC ROBOTIC WEEDING MACHINES MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. EUROPE, MIDDLE EAST & AFRICA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 19. EUROPE, MIDDLE EAST & AFRICA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. ROBOTIC WEEDING MACHINES MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 21. ROBOTIC WEEDING MACHINES MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. ROBOTIC WEEDING MACHINES MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. ROBOTIC WEEDING MACHINES MARKET DYNAMICS
  • TABLE 7. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY GLOBAL POSITIONING SYSTEM, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY LASERS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY SUPERCOMPUTER, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY LARGE SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY MEDIUM SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY SMALL SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY ONLINE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL ROBOTIC WEEDING MACHINES MARKET SIZE, BY RETAIL, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. AMERICAS ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 20. AMERICAS ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 21. AMERICAS ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 22. AMERICAS ROBOTIC WEEDING MACHINES MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 23. ARGENTINA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 24. ARGENTINA ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 25. ARGENTINA ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 26. BRAZIL ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 27. BRAZIL ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 28. BRAZIL ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 29. CANADA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 30. CANADA ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 31. CANADA ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 32. MEXICO ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 33. MEXICO ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 34. MEXICO ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 35. UNITED STATES ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 36. UNITED STATES ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 37. UNITED STATES ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 38. UNITED STATES ROBOTIC WEEDING MACHINES MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 39. ASIA-PACIFIC ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 40. ASIA-PACIFIC ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 41. ASIA-PACIFIC ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 42. ASIA-PACIFIC ROBOTIC WEEDING MACHINES MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 43. AUSTRALIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 44. AUSTRALIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 45. AUSTRALIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 46. CHINA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 47. CHINA ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 48. CHINA ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 49. INDIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 50. INDIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 51. INDIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 52. INDONESIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 53. INDONESIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 54. INDONESIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 55. JAPAN ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 56. JAPAN ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 57. JAPAN ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 58. MALAYSIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 59. MALAYSIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 60. MALAYSIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 61. PHILIPPINES ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 62. PHILIPPINES ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 63. PHILIPPINES ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 64. SINGAPORE ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 65. SINGAPORE ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 66. SINGAPORE ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 67. SOUTH KOREA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 68. SOUTH KOREA ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 69. SOUTH KOREA ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 70. TAIWAN ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 71. TAIWAN ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 72. TAIWAN ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 73. THAILAND ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 74. THAILAND ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 75. THAILAND ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 76. VIETNAM ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 77. VIETNAM ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 78. VIETNAM ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 79. EUROPE, MIDDLE EAST & AFRICA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 80. EUROPE, MIDDLE EAST & AFRICA ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 81. EUROPE, MIDDLE EAST & AFRICA ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 82. EUROPE, MIDDLE EAST & AFRICA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 83. DENMARK ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 84. DENMARK ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 85. DENMARK ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 86. EGYPT ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 87. EGYPT ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 88. EGYPT ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 89. FINLAND ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 90. FINLAND ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 91. FINLAND ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 92. FRANCE ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 93. FRANCE ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 94. FRANCE ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 95. GERMANY ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 96. GERMANY ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 97. GERMANY ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 98. ISRAEL ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 99. ISRAEL ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 100. ISRAEL ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 101. ITALY ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 102. ITALY ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 103. ITALY ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 104. NETHERLANDS ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 105. NETHERLANDS ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 106. NETHERLANDS ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 107. NIGERIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 108. NIGERIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 109. NIGERIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 110. NORWAY ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 111. NORWAY ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 112. NORWAY ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 113. POLAND ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 114. POLAND ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 115. POLAND ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 116. QATAR ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 117. QATAR ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 118. QATAR ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 119. RUSSIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 120. RUSSIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 121. RUSSIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 122. SAUDI ARABIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 123. SAUDI ARABIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 124. SAUDI ARABIA ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 125. SOUTH AFRICA ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 126. SOUTH AFRICA ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 127. SOUTH AFRICA ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 128. SPAIN ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 129. SPAIN ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 130. SPAIN ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 131. SWEDEN ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 132. SWEDEN ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 133. SWEDEN ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 134. SWITZERLAND ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 135. SWITZERLAND ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 136. SWITZERLAND ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 137. TURKEY ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 138. TURKEY ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 139. TURKEY ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 140. UNITED ARAB EMIRATES ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 141. UNITED ARAB EMIRATES ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 142. UNITED ARAB EMIRATES ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 143. UNITED KINGDOM ROBOTIC WEEDING MACHINES MARKET SIZE, BY COMPONENTS, 2018-2030 (USD MILLION)
  • TABLE 144. UNITED KINGDOM ROBOTIC WEEDING MACHINES MARKET SIZE, BY FARM SIZE, 2018-2030 (USD MILLION)
  • TABLE 145. UNITED KINGDOM ROBOTIC WEEDING MACHINES MARKET SIZE, BY DISTRIBUTION CHANNEL, 2018-2030 (USD MILLION)
  • TABLE 146. ROBOTIC WEEDING MACHINES MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 147. ROBOTIC WEEDING MACHINES MARKET, FPNV POSITIONING MATRIX, 2023