自主作物管理市场规模、份额、成长分析，按组件、按作物类型、按技术类型、按部署模式、按应用、按最终用户、按地区 - 行业预测，2025 年至 2032 年

2023 年全球自主作物管理市场规模价值 24 亿美元，预计将从 2024 年的 26.9 亿美元成长到 2032 年的 67.1 亿美元，预测期内（2025-2032 年）的复合年增长率为 12.1%。

由于人工智慧、机器学习和物联网技术的整合推动精密农业需求的成长，自主作物管理市场正经历显着成长。这些创新包括自动化机器、无人机和智慧感测器，可提高作物产量，同时优化资源效率。即时资料收集使农民能够采取有效的做法，减少对劳动力的依赖并促进永续农业。自动拖拉机和机器人收割机等重大进展确保了精确操作，而基于订阅的「农业即服务」（FaaS）模式则提供了可承受的尖端自动化方式。约翰迪尔和 Guardian Agriculture 等公司正在利用全自动设备和环保空中谷物管理解决方案彻底改变农业。随着投资和合作的蓬勃发展，该行业有望快速创新，帮助大农户和小农户实现永续的生产力成长。

目录

介绍

• 调查目的
• 研究范围
• 定义

调查方法

• 资讯采购
• 次要和主要资料方法
• 市场规模预测
• 市场假设与限制

执行摘要

• 全球市场展望
• 供需趋势分析
• 细分机会分析

市场动态及展望

• 市场概况
• 市场规模
• 市场动态
  • 驱动因素和机会
  • 限制与挑战
• 波特的分析

主要市场考察

• 关键成功因素
• 竞争程度
• 主要投资机会
• 市场生态系统
• 市场吸引力指数（2024 年）
• PESTEL 分析
• 总体经济指标
• 价值链分析
• 定价分析
• 监管格局
• 案例研究
• 技术进步

自主作物管理市场规模（按组成部分）

• 市场概况
• 软体
• 服务
  • 专业服务
  • 託管服务

自主作物管理市场规模（依作物类型）

• 市场概况
• 行作物
• 田间作物
• 园艺作物
• 其他的

自主作物管理市场规模（依技术类型）

• 市场概况
• 精密农业
• 卫星影像
• 土壤和作物监测
• 人工智慧

自主作物管理市场规模（依部署模式）

• 市场概况
• 本地
• 云端基础

自主作物管理市场规模：依应用分类

• 市场概况
• 收益优化
• 水资源管理
• 病虫害管理
• 劳动自动化

自主作物管理市场规模（按最终用户划分）

• 市场概况
• 农民
• 农业相关产业
• 研究组织

自主作物管理市场规模

• 北美洲
  • 美国
  • 加拿大
• 欧洲
  • 德国
  • 西班牙
  • 法国
  • 英国
  • 义大利
  • 其他欧洲国家地区
• 亚太地区
  • 中国
  • 印度
  • 日本
  • 韩国
  • 其他亚太地区
• 拉丁美洲
  • 巴西
  • 其他拉丁美洲国家
• 中东和非洲
  • 海湾合作委员会国家
  • 南非
  • 其他中东和非洲地区

竞争资讯

• 前 5 家公司对比
• 主要企业市场定位（2024年）
• 主要市场参与者所采用的策略
• 近期市场趋势
• 公司市场占有率分析（2024 年）
• 主要企业简介
  • 公司详细信息
  • 产品系列分析
  • 公司分部份额分析
  • 收益与前一年同期比较对比（2022-2024 年）

主要企业简介

• 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）

结论和建议

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