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精密除草の世界市場

Precision Weeding

出版日
ページ情報
英文 263 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=149.53円
精密除草の世界市場
出版日: 2025年08月20日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 263 Pages
納期: 即日から翌営業日
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  • 概要
  • 目次
概要

精密除草の世界市場は2030年までに39億米ドルに到達

2024年に20億米ドルと推定される精密除草の世界市場は、2024年から2030年にかけてCAGR 11.6%で成長し、2030年には39億米ドルに達すると予測されます。本レポートで分析したセグメントの1つである雑草検出プラットフォームは、CAGR 12.9％を記録し、分析期間終了までに29億米ドルに達すると予測されます。雑草管理セグメントの成長率は、分析期間でCAGR 8.6％と推定されます。

米国市場は5億5,260万米ドルと推定、中国はCAGR15.9％で成長予測

米国の精密除草市場は、2024年に5億5,260万米ドルと推定されます。世界第2位の経済大国である中国は、分析期間2024-2030年のCAGRを15.9%として、2030年までに8億2,580万米ドルの市場規模に達すると予測されています。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ8.3％と10.4％と予測されています。欧州では、ドイツがCAGR約9.2%で成長すると予測されています。

世界の精密除草市場- 主要動向と促進要因のまとめ

精密除草はセンサーベースのインテリジェンスによって農作業の効率をどのように再定義しているのか？

精密除草は、包括的な薬剤散布や労働集約的な手作業プロセスに代わって、センサー主導の現場特有の介入を行うことで、雑草防除に革命を起こしています。この変革の中核となるのは、高度なマシンビジョンシステム、AIを駆使した物体認識アルゴリズム、そして作物と雑草を高い精度で区別するリアルタイムの意思決定ツールです。これらのシステムは、RGBカメラ、近赤外線（NIR）、ハイパースペクトル画像処理、LiDAR技術を使用し、自律型トラクターやロボットプラットフォームに搭載され、リアルタイムで圃場の状況をマッピングします。雑草が検出されると、自動アクチュエータやレーザー・モジュールが、物理的、機械的、または熱的に雑草を正確に除去し、標的外への影響や土壌の攪乱を大幅に抑えます。

並行して開発されているのが、雑草のパッチや個々の雑草だけに除草剤を散布できる、選択的ノズル制御を備えたGPS誘導精密散布機の統合です。このようなシステムは、除草剤の使用効率を大幅に向上させるとともに、薬剤の流出、投入コスト、作物へのダメージを軽減しています。精密除草を土壌モニタリング、収量マッピング、データロギングなどの他の作業と組み合わせる能力により、精密農業エコシステムの中心的な柱となっています。これらの技術は、特に労働力不足、除草剤耐性、環境規制の高まりに直面している地域において、農業の持続可能な集約化を可能にするために不可欠です。

精密除草は連作畑以外のどこで応用されているのか？

精密除草テクノロジーは、当初はトウモロコシ、大豆、テンサイなどの高密度の連作作物栽培用に開発されましたが、現在ではより幅広い用途に展開されています。ブドウ園、果樹園、野菜農園などの特殊作物では、調節可能なアームとAIガイド付き決定システムを備えたロボット除草機が、狭い畝間隔や凹凸のある地形を移動して、茎や根の近くの雑草を除去しています。こうした用途は、従来の除草剤が作物に対して植物毒性があるか、規制上の問題で使用が制限されている場合に特に重要です。

温室栽培や垂直農法では、管理された環境で雑草の発生を抑制するために、ロボットアームや機械誘導型のUV発光器を使用するソリューションも採用されています。再生農業や有機農法では、タインハロー、フィンガーウィーダー、畝間耕耘機などの精密機械除草機が、カメラによる畝検出によって誘導され、化学物質を投入することなく雑草防除を可能にしています。さらに、自治体の景観、公園、公共スペースでは、除草剤の使用を完全に排除するために自律型ロボットが採用されており、都市の持続可能性の目標に合致しています。このようなアプリケーションの多様性は、産業用と非産業用の農業空間の両方において、市場範囲を大幅に拡大しています。

規制の変化、投入コスト圧力、持続可能性目標はどのように採用を促進しているのか？

環境問題の高まり、除草剤の使用禁止、食品中の残留化学物質削減への圧力は、雑草管理を取り巻く経済・政策環境を根本的に変えています。欧州と北米の規制機関は、グリホサートやその他の非選択性除草剤に対する規制を強化しており、総合的害虫管理（IPM）プロトコルに沿った代替雑草駆除方法への関心を高めています。精密除草技術は、有機認証やGlobalG.A.P.やEUグリーンディール目標などの持続可能な農業基準への準拠をサポートする非化学的ソリューションとして支持を集めています。

特に除草剤と手作業にかかる投入コストの高騰は、大規模農家が複数の作付けサイクルにわたってコスト削減を実現する自律型または半自律型の精密除草機に投資する動機となっています。精密除草はまた、主要な雑草種における除草剤耐性の高まりという課題も取り上げており、これによって化学的防除がますます効かなくなってきています。さらに、土壌の健全性、生物多様性、化学物質への依存度の低減を重視した再生保全型農業への移行は、精密除草を将来の農業戦略の要として位置づけています。これらの経済的、規制的、生態学的な動向が重なり合い、精密除草テクノロジーの商業的な可能性を加速させています。

精密除草世界市場の地域別成長の原動力は？

世界の精密除草市場の成長は、技術の利用可能性、政府の奨励策、持続可能な農業システムに対する需要の増加の組み合わせによってもたらされています。北米では、大手アグリテック新興企業や機器メーカーが、ベンチャーキャピタルやデジタル農業アクセラレーターの支援を受けて、連作作物に合わせたロボット除草機を発売しています。特定の除草剤を禁止し、農業の自動化を奨励するカリフォルニア州などの米国各州は、採用の最前線にあります。欧州では、規制圧力、労働力プールの縮小、共通農業政策（CAP）の下でのカーボンニュートラル農業の目標が、ドイツ、フランス、オランダなどの国々で精密除草の広範な採用を促進しています。

アジア太平洋は、食糧安全保障ニーズの高まり、投入コストの上昇、スマート農業インフラへの官民投資により、高い成長の可能性を示しています。日本や韓国のような国々では、農家の高齢化に対応するためにカメラガイド付き精密除草機を採用しており、インドでは農業技術インキュベーターや持続可能性連動型融資に支えられたパイロット・プログラムが見られます。ラテンアメリカと中東では、水質汚染の削減と圃場効率の向上を目指す大規模営利農場からの需要が急増しています。機器メーカー、AI開発者、農業協同組合のパートナーシップが、価格に敏感な市場での技術普及を可能にしています。

Ecorobotix、Blue River Technology（John Deere）、Naio Technologies、Garford Farm Machineryなどの大手企業は、AIアルゴリズムの改良、クラウドベースのモニタリング、複数作物への適応性に投資しています。強固な技術革新のパイプラインと、従来の雑草防除の環境的・経済的コストに対する意識の高まりにより、世界の精密除草市場は、特にデジタル化が進み、環境的に規制された地域において、飛躍的な成長を遂げる態勢が整っています。

セグメント

タイプ（雑草検出プラットフォーム、雑草管理）、アプリケーション（農業アプリケーション、非農業アプリケーション）

調査対象企業の例

  • 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インテグレーション

Global Industry Analystsは、有効な専門家コンテンツとAIツールによって、市場情報と競合情報を変革しています。

Global Industry Analystsは、LLMや業界固有のSLMを照会する一般的な規範に従う代わりに、ビデオ記録、ブログ、検索エンジン調査、膨大な量の企業、製品/サービス、市場データなど、世界中の専門家から収集したコンテンツのリポジトリを構築しました。

関税影響係数

Global Industry Analystsは、本社の国、製造拠点、輸出入（完成品とOEM）に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、売上原価（COGS）の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • スペイン
  • ロシア
  • その他欧州
  • アジア太平洋
  • オーストラリア
  • インド
  • 韓国
  • その他アジア太平洋地域
  • ラテンアメリカ
  • アルゼンチン
  • ブラジル
  • メキシコ
  • その他ラテンアメリカ
  • 中東
  • イラン
  • イスラエル
  • サウジアラビア
  • アラブ首長国連邦
  • その他中東
  • アフリカ

第4章 競合

目次
Product Code: MCP37806

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)

AI INTEGRATIONS

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

TARIFF IMPACT FACTOR

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

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Tariff Impact on Global Supply Chain Patterns
    • 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