自律型作物管理市場の市場規模、シェア、成長分析、コンポーネント別、作物タイプ別、技術タイプ別、展開モデル別、用途別、エンドユーザー別、地域別 - 産業予測、2025-2032年

自律型作物管理の世界市場規模は2023年に24億米ドルと評価され、2024年の26億9,000万米ドルから2032年には67億1,000万米ドルに成長し、予測期間（2025-2032年）のCAGRは12.1％で成長する見通しです。

自律型作物管理市場は、AI、機械学習、IoT技術の統合によって精密農業の需要が高まり、大きな成長を遂げています。自律型機械、ドローン、スマートセンサーを含むこれらのイノベーションは、資源効率を最適化しながら作物の収量を向上させる。リアルタイムのデータ収集により、農家は効率的な慣行を採用できるようになり、労働力への依存が減り、持続可能な農業が促進されます。自律走行型トラクターやロボット収穫機などの主要な進歩は、正確な作業を保証し、サブスクリプションベースの「サービスとしての農業（FaaS：Farming as a Service）」モデルは、最先端の自動化への手頃なアクセスを提供します。John DeereやGuardian Agricultureのような企業は、完全自律型機器や環境に優しい航空穀物管理ソリューションで農業に革命を起こしています。投資と提携が盛んになるにつれ、この分野は急速な革新を遂げる態勢が整い、大規模農家と零細農家の両方が持続可能な生産性向上を達成できるよう支援しています。

目次

イントロダクション

• 調査の目的
• 調査範囲
• 定義

調査手法

• 情報調達
• 二次と一次データの方法
• 市場規模予測
• 市場の前提条件と制限

エグゼクティブサマリー

• 世界市場の見通し
• 供給と需要の動向分析
• セグメント別機会分析

市場力学と見通し

• 市場概要
• 市場規模
• 市場力学
  • 促進要因と機会
  • 抑制要因と課題
• ポーターの分析

主な市場の考察

• 重要成功要因
• 競合の程度
• 主な投資機会
• 市場エコシステム
• 市場の魅力指数（2024年）
• PESTEL分析
• マクロ経済指標
• バリューチェーン分析
• 価格分析
• 規制情勢
• ケーススタディ
• 技術の進歩

自律型作物管理市場規模：コンポーネント別

• 市場概要
• ソフトウェア
• サービス
  • プロフェッショナルサービス
  • マネージドサービス

自律型作物管理市場規模：作物タイプ別

• 市場概要
• 列作物
• 畑作物
• 園芸作物
• その他

自律型作物管理市場規模：技術タイプ別

• 市場概要
• 精密農業
• 衛星画像
• 土壌と作付けのモニタリング
• 人工知能

自律型作物管理市場規模：展開モデル別

• 市場概要
• オンプレミス
• クラウドベース

自律型作物管理市場規模：用途別

• 市場概要
• 収益の最適化
• 水管理
• 害虫と病気の管理
• 労働自動化

自律型作物管理市場規模：エンドユーザー別

• 市場概要
• 農家
• 農業関連産業
• 調査機関

自律型作物管理市場規模

• 北米
  • 米国
  • カナダ
• 欧州
  • ドイツ
  • スペイン
  • フランス
  • 英国
  • イタリア
  • その他欧州地域
• アジア太平洋地域
  • 中国
  • インド
  • 日本
  • 韓国
  • その他アジア太平洋地域
• ラテンアメリカ
  • ブラジル
  • その他ラテンアメリカ地域
• 中東・アフリカ
  • GCC諸国
  • 南アフリカ
  • その他中東・アフリカ

競合情報

• 上位5社の比較
• 主要企業の市場ポジショニング（2024年）
• 主な市場企業が採用した戦略
• 最近の市場動向
• 企業の市場シェア分析（2024年）
• 主要企業の企業プロファイル
  • 企業の詳細
  • 製品ポートフォリオ分析
  • 企業のセグメント別シェア分析
  • 収益の前年比比較（2022-2024）

主要企業プロファイル

• John Deere（United States）
• CNH Industrial（United Kingdom）
• AGCO Corporation（United States）
• Kubota Corporation（Japan）
• CLAAS（Germany）
• Yanmar Holdings Co., Ltd.（Japan）
• Mahindra & Mahindra Ltd.（India）
• Trimble Inc.（United States）
• Raven Industries（United States）
• Topcon Positioning Systems（United States）
• Hexagon Agriculture（Sweden）
• Deere & Company（United States）
• Ag Leader Technology（United States）
• DICKEY-john Corporation（United States）
• TeeJet Technologies（United States）
• Lindsay Corporation（United States）
• Valmont Industries（United States）
• Netafim（Israel）（Owned by Orbia）
• Syngenta（Switzerland）（Owned by Sinochem）
• Solinftec（Brazil）

結論と提言

Global Autonomous Crop Management Market size was valued at USD 2.4 billion in 2023 and is poised to grow from USD 2.69 billion in 2024 to USD 6.71 billion by 2032, growing at a CAGR of 12.1% during the forecast period (2025-2032).

The autonomous crop management market is experiencing significant growth due to the rising demand for precision agriculture, driven by the integration of AI, machine learning, and IoT technologies. These innovations, including autonomous machinery, drones, and smart sensors, enhance crop yields while optimizing resource efficiency. Real-time data collection enables farmers to adopt efficient practices, reducing labor dependency and promoting sustainable agriculture. Key advancements like autonomous tractors and robotic harvesters ensure precise operations, while subscription-based farming-as-a-service models provide affordable access to cutting-edge automation. Companies like John Deere and Guardian Agriculture are revolutionizing agriculture with fully autonomous equipment and eco-friendly aerial crop management solutions. As investments and partnerships flourish, the sector is poised for rapid innovation, supporting both large-scale and smallholder farmers in achieving sustainable productivity enhancements.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Autonomous Crop Management market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global Autonomous Crop Management Market Segments Analysis

Global Autonomous Crop Management Market is segmented by Component, Crop Type, Technology Type, Deployment Model, Application, End-User and region. Based on Component, the market is segmented into Software and Services. Based on Crop Type, the market is segmented into Row Crops, Field Crops, Horticultural Crops and Others. Based on Technology Type, the market is segmented into Precision Agriculture, Satellite Imagery, Soil and Plant Monitoring and Artificial Intelligence. Based on Deployment Model, the market is segmented into On-Premise and Cloud-Based. Based on Application, the market is segmented into Yield Optimization, Water Management, Pest and Disease Management and Labor Automation. Based on End-User, the market is segmented into Farmers, Agribusinesses and Research Institutions. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.

Driver of the Global Autonomous Crop Management Market

The global market for autonomous crop management is significantly propelled by the growing need for precision agriculture. The integration of AI-powered drones, self-driving tractors, and IoT-enabled monitoring systems enhances operational efficiency and reduces costs, leading to more efficient resource utilization. In light of increasing worries about food security and the sustainability of farming practices, there has been a swift adoption of autonomous technologies among farmers, enabling them to achieve greater productivity levels. As these innovative solutions continue to evolve, they play a crucial role in addressing the challenges faced in modern agriculture and meet the rising global food demands.

Restraints in the Global Autonomous Crop Management Market

The Global Autonomous Crop Management market faces significant challenges due to the limited technical expertise among farmers and agribusinesses, which obstructs the large-scale adoption of these innovative solutions. Implementing AI-driven tools, IoT sensors, and robotics demands a level of sophistication and knowledge that is often lacking in rural farming communities. This gap in technical skills is exacerbated by the absence of well-structured training programs and digital literacy initiatives, resulting in slow integration of autonomous crop management technologies. Consequently, fostering adequate education and resources is essential for enhancing the capabilities of farmers and accelerating market growth.

Market Trends of the Global Autonomous Crop Management Market

The global autonomous crop management market is experiencing substantial growth, propelled by the expansion of AI and machine learning technologies in precision farming. These advancements enable farmers to achieve real-time monitoring and predictive analytics, which significantly improve decision-making processes for irrigation, pest control, and yield optimization. As a result, the agriculture sector is witnessing a shift towards more efficient, cost-effective, and sustainable practices that enhance productivity on a large scale. Ongoing investments in research and development further drive innovation, making AI-driven solutions increasingly accessible to farmers worldwide, thereby solidifying the trend towards smarter farming methodologies and sustainable agricultural practices.

Table of Contents

Introduction

• Objectives of the Study
• Scope of the Report
• Definitions

Research Methodology

• Information Procurement
• Secondary & Primary Data Methods
• Market Size Estimation
• Market Assumptions & Limitations

Executive Summary

• Global Market Outlook
• Supply & Demand Trend Analysis
• Segmental Opportunity Analysis

Market Dynamics & Outlook

• Market Overview
• Market Size
• Market Dynamics
  • Drivers & Opportunities
  • Restraints & Challenges
• Porters Analysis
  • Competitive rivalry
  • Threat of substitute
  • Bargaining power of buyers
  • Threat of new entrants
  • Bargaining power of suppliers

Key Market Insights

• Key Success Factors
• Degree of Competition
• Top Investment Pockets
• Market Ecosystem
• Market Attractiveness Index, 2024
• PESTEL Analysis
• Macro-Economic Indicators
• Value Chain Analysis
• Pricing Analysis
• Regulatory Landscape
• Case Studies
• Technological Advancement

Global Autonomous Crop Management Market Size by Component & CAGR (2025-2032)

• Market Overview
• Software
• Services
  • Professional Services
  • Managed Services

Global Autonomous Crop Management Market Size by Crop Type & CAGR (2025-2032)

• Market Overview
• Row Crops
• Field Crops
• Horticultural Crops
• Others

Global Autonomous Crop Management Market Size by Technology Type & CAGR (2025-2032)

• Market Overview
• Precision Agriculture
• Satellite Imagery
• Soil and Plant Monitoring
• Artificial Intelligence

Global Autonomous Crop Management Market Size by Deployment Model & CAGR (2025-2032)

• Market Overview
• On-Premise
• Cloud-Based

Global Autonomous Crop Management Market Size by Application & CAGR (2025-2032)

• Market Overview
• Yield Optimization
• Water Management
• Pest and Disease Management
• Labor Automation

Global Autonomous Crop Management Market Size by End-User & CAGR (2025-2032)

• Market Overview
• Farmers
• Agribusinesses
• Research Institutions

Global Autonomous Crop Management Market Size & CAGR (2025-2032)

• North America (Component, Crop Type, Technology Type, Deployment Model, Application, End-User)
  • US
  • Canada
• Europe (Component, Crop Type, Technology Type, Deployment Model, Application, End-User)
  • Germany
  • Spain
  • France
  • UK
  • Italy
  • Rest of Europe
• Asia Pacific (Component, Crop Type, Technology Type, Deployment Model, Application, End-User)
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia-Pacific
• Latin America (Component, Crop Type, Technology Type, Deployment Model, Application, End-User)
  • Brazil
  • Rest of Latin America
• Middle East & Africa (Component, Crop Type, Technology Type, Deployment Model, Application, End-User)
  • GCC Countries
  • South Africa
  • Rest of Middle East & Africa

Competitive Intelligence

• Top 5 Player Comparison
• Market Positioning of Key Players, 2024
• Strategies Adopted by Key Market Players
• Recent Developments in the Market
• Company Market Share Analysis, 2024
• Company Profiles of All Key Players
  • Company Details
  • Product Portfolio Analysis
  • Company's Segmental Share Analysis
  • Revenue Y-O-Y Comparison (2022-2024)

Key Company Profiles

• John Deere (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• CNH Industrial (United Kingdom)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• AGCO Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Kubota Corporation (Japan)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• CLAAS (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Yanmar Holdings Co., Ltd. (Japan)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Mahindra & Mahindra Ltd. (India)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Trimble Inc. (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Raven Industries (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Topcon Positioning Systems (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Hexagon Agriculture (Sweden)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Deere & Company (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Ag Leader Technology (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• DICKEY-john Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• TeeJet Technologies (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Lindsay Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Valmont Industries (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Netafim (Israel) (Owned by Orbia)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Syngenta (Switzerland) (Owned by Sinochem)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Solinftec (Brazil)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments

Conclusion & Recommendations