农业分析市场规模、份额、按产品分類的成长分析、农业类型、农场规模和地区 - 产业预测，2024-2031 年

2022年全球农业分析市场规模为12亿美元，从2023年的13.6亿美元成长到2031年的36.6亿美元，在预测期间（2024-2031年）预计复合年增长率为13.20%。

农业部门正迅速采用巨量资料、人工智慧、云端运算和物联网等最尖端科技来增强和自动化农业任务，如作物管理、牲畜监测和田间优化。这种转变主要是由全球粮食需求不断增长推动的，由于人口迅速增长，预计全球粮食需求将增加一倍以上。由于都市化、气候变迁和水资源短缺，耕地变得越来越稀缺，私人企业和政府都在积极推广城市和垂直农业解决方案。这些创新的耕作方法利用未使用的建筑物和荒地，透过结构化的垂直耕作系统来优化作物产量。同时，对农业分析解决方案日益增长的需求将使农民能够监控土壤品质、田地结构、育种方法和灌溉技术等关键因素，以最大限度地减少损失并提高作物品质。农业分析技术的整合不仅可以解决粮食供应的直接挑战，而且可以使农业产业可持续、有效率地满足未来的需求。随着农业景观因应这些趋势而发展，相关人员必须保持适应能力并了解情况，以充分利用这些变革性技术进步的潜力。

目录

介绍

• 研究目的
• 调查范围
• 定义

调查方法

• 资讯采购
• 二手资料和主要资料方法
• 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
• 按细分市场的机会分析

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
  • 抑制因素和挑战
• 波特分析与影响
  • 竞争公司之间的敌对关係
  • 替代品的威胁
  • 买方议价能力
  • 新进入者的威胁
  • 供应商的议价能力

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
• 技术进步
• 监管环境
• 专利分析
• 价值链分析
• 案例研究分析
• 客户和购买标准分析
• PESTEL分析
• 市场吸引力指数

农业分析市场规模：依产品分类

• 市场概况
• 解决方案
• 服务
  • 专业服务
  • 培训和咨询
  • 系统整合与实施
  • 支援与维护
  • 託管服务
  • 农场管理服务
  • 资讯服务
  • 分析服务

按农业类型分類的农业分析市场规模

• 市场概况
• 精密农业
• 产量监控
• 现场测绘
• 作物侦察
• 气象追踪与预报
• 灌溉管理
• 库存管理
• 农场劳动力管理
• 家畜
• 牛奶收穫
• 养殖管理
• 饲养管理
• 动物舒适度管理
• 其他的
• 水产养殖
  • 鱼类追踪和船队导航
  • 饲养管理
  • 水质管理
  • 品管和可追溯性
  • 其他水产养殖
• 垂直农业
• 其他农业类型

农业分析市场规模：依农场规模

• 市场概况
• 中小型农场
• 大型农场

按技术分類的农业分析市场规模

• 市场概况
• 遥感探测和卫星影像
• 地理资讯系统
• 机器人和自动化
• 巨量资料和云端运算
• 视觉化和报告
• 区块链技术
• 其他技术

农业分析市场规模：依最终用户和复合年增长率（2024-2031）

• 市场概况
• 农民
• 农学家
• 农业产业
• 农业研究员
• 政府机构
• 其他最终用户

农业分析市场规模：按地区划分

• 北美洲
  • 美国
  • 加拿大
• 欧洲
  • 英国
  • 德国
  • 西班牙
  • 法国
  • 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
  • 其他拉丁美洲地区
• 中东和非洲
  • 海湾合作委员会国家
  • 南非
  • 其他中东/非洲

竞争资讯

• 前5名企业对比
• 主要企业市场定位（2023年）
• 主要市场参与者所采取的策略
• 近期市场趋势
• 公司市场占有率分析（2023）
• 主要企业简介
  • 公司简介
  • 产品系列分析
  • 按细分市场分類的份额分析
  • 收益与前一年同期比较（2021-2023）

主要企业简介

• IBM
• Deere & Company
• Bayer AG
• SAP
• Trimble Inc
• Accenture
• Abaco Group
• Delaval
• Oracle
• DTN
• Farmers Edge
• SAS Institute
• Iteris
• PrecisionHawk
• AgEye Technologies
• Trace Genomics
• CropX
• Agrivi
• Taranis
• FBN

结论和建议

Global Agriculture Analytics Market size was valued at USD 1.2 billion in 2022 and is poised to grow from USD 1.36 billion in 2023 to USD 3.66 billion by 2031, growing at a CAGR of 13.20% during the forecast period (2024-2031).

The agricultural sector is rapidly embracing cutting-edge technologies such as big data, artificial intelligence, cloud computing, and the Internet of Things to enhance and automate farming practices, including crop management, livestock monitoring, and field optimization. This shift is primarily propelled by the escalating global food demand, which is projected to more than double due to a burgeoning population. As arable land becomes increasingly scarce-impacted by urbanization, climate change, and water shortages-both private companies and government initiatives are actively promoting urban and vertical farming solutions. These innovative agricultural practices leverage underutilized buildings and wasteland to optimize crop yields through structured vertical growing systems. Concurrently, the growing need for agricultural analytics solutions enables farmers to monitor critical factors such as soil quality, field organization, breeding practices, and irrigation techniques, thereby minimizing losses and enhancing crop quality. The integration of agro analytics technology not only addresses the pressing challenges of food supply but also positions the agriculture industry to meet future demands sustainably and efficiently. As the agricultural landscape evolves in response to these trends, stakeholders must remain adaptive and informed to harness the full potential of these transformative technological advancements.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Agriculture Analytics 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 Agriculture Analytics Market Segmental Analysis

Global Agriculture Analytics Market is segmented by Offering, Agriculture Type, Farm Size, Technology, End Users, and region. Based on Offering, the market is segmented into Solutions, Services. Based on Agriculture Type, the market is segmented into Precision Farming, Livestock Farming, Aquaculture Farming, Vertical Farming, and Other Agriculture Type. Based on Farm Size, the market is segmented into Small and Medium-sized Farms, Large Farms. Based on Technology, the market is segmented into Remote Sensing and Satellite Imagery, Geographic Information System, Robotics and Automation, Big Data and Cloud Computing, Visualization and Reporting, Blockchain Technology, and Other Technology. Based on End Users, the market is segmented into Farmers, Agronomists, Agribusinesses, Agricultural Researchers, Government Agencies, Other End Users. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & and Africa.

Driver of the Global Agriculture Analytics Market

The global agriculture analytics market is significantly driven by the increasing potential of urban agriculture, which has gained prominence in recent years as individuals engage in food cultivation within community gardens or on rooftops. This growing trend not only ensures the provision of locally sourced crops to urban dwellers but also offers numerous additional benefits that extend beyond mere food production. Urban farming positively affects the environment by mitigating runoff during heavy rainfall and enhancing air quality. Furthermore, the collaborative effort involved in cultivating and maintaining these urban plots fosters stronger social connections within communities, thereby propelling the demand for agriculture analytics solutions.

Restraints in the Global Agriculture Analytics Market

The Global Agriculture Analytics market faces significant restraints primarily due to the high costs associated with obtaining accurate field data. The initial investment required for AI technology adoption in agriculture poses a challenge for many farmers, who are often reluctant to spend on advanced farming equipment, skilled labor, and technology integration. Gathering precise data through satellite, GPS, drones, and Geographic Information Systems (GIS) necessitates substantial financial commitments. Additionally, expenses related to geographical data collection and data management training further complicate the situation. The high price tags of advanced tools like drones and autonomous tractors with GPS capabilities deter many from fully embracing these innovative solutions.

Market Trends of the Global Agriculture Analytics Market

The Global Agriculture Analytics market is witnessing a significant upward trend, driven by the increasing adoption of IoT devices and AI technologies in farming operations. These innovations are transforming traditional farming practices by providing real-time data analytics that enhance decision-making processes related to crop management and livestock health. Specifically, IoT devices monitor critical factors like soil fertility and animal breeding success, enabling farmers to optimize yields and reduce losses. As reliance on data-driven insights grows, the integration of advanced analytics in agriculture is expected to expand, paving the way for more efficient and sustainable farming practices throughout the forecast period.

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
  • Driver & Opportunities
  • Restraints & Challenges
• Porters Analysis & Impact
  • 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
• Technological Advancement
• Regulatory Landscape
• Patent Analysis
• Value Chain Analysis
• Case Study Analysis
• Customer & Buying Criteria Analysis
• PESTEL Analysis
• Market Attractiveness Index

Global Agriculture Analytics Market Size by Offering & CAGR (2024-2031)

• Market Overview
• Solutions
• Services
  • Professional Services
  • Training and Consulting
  • System Integration and Implementation
  • Support and Maintenance
  • Managed Services
  • Farm operation services
  • Data services
  • Analytics Services

Global Agriculture Analytics Market Size by Agriculture Type & CAGR (2024-2031)

• Market Overview
• Precision Farming
• Yield Monitoring
• Field Mapping
• Crop Scouting
• Weather Tracking & Forecasting
• Irrigation Management
• Inventory Management
• Farm Labor Management
• Livestock Farming
• Milk Harvesting
• Breeding Management
• Feeding Management
• Animal Comfort Management
• Others
• Aquaculture Farming
  • Fish Tracking and Fleet Navigation
  • Feeding Management
  • Water Quality Management
  • Quality Control and Traceability
  • Other Aquaculture Farming
• Vertical Farming
• Other Agriculture Type

Global Agriculture Analytics Market Size by Farm Size & CAGR (2024-2031)

• Market Overview
• Small And Medium-sized Farms
• Large Farms

Global Agriculture Analytics Market Size by Technology & CAGR (2024-2031)

• Market Overview
• Remote Sensing and Satellite Imagery
• Geographic Information System
• Robotics and Automation
• Big Data and Cloud Computing
• Visualization and Reporting
• Blockchain Technology
• Other Technology

Global Agriculture Analytics Market Size by End Users & CAGR (2024-2031)

• Market Overview
• Farmers
• Agronomists
• Agribusinesses
• Agricultural Researchers
• Government Agencies
• Other End Users

Global Agriculture Analytics Market Size & CAGR (2024-2031)

• North America, (Offering, Agriculture Type, Farm Size, Technology, End Users)
  • US
  • Canada
• Europe, (Offering, Agriculture Type, Farm Size, Technology, End Users)
  • UK
  • Germany
  • Spain
  • France
  • Italy
  • Rest of Europe
• Asia-Pacific, (Offering, Agriculture Type, Farm Size, Technology, End Users)
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia Pacific
• Latin America, (Offering, Agriculture Type, Farm Size, Technology, End Users)
  • Brazil
  • Rest of Latin America
• Middle East & Africa, (Offering, Agriculture Type, Farm Size, Technology, End Users)
  • GCC Countries
  • South Africa
  • Rest of Middle East & Africa

Competitive Intelligence

• Top 5 Player Comparison
• Market Positioning of Key Players, 2023
• Strategies Adopted by Key Market Players
• Recent Developments in the Market
• Company Market Share Analysis, 2023
• Company Profiles of All Key Players
  • Company Details
  • Product Portfolio Analysis
  • Company's Segmental Share Analysis
  • Revenue Y-O-Y Comparison (2021-2023)

Key Company Profiles

• IBM
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Deere & Company
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Bayer AG
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAP
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Trimble Inc
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Accenture
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Abaco Group
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Delaval
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Oracle
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• DTN
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Farmers Edge
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAS Institute
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Iteris
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• PrecisionHawk
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• AgEye Technologies
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Trace Genomics
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• CropX
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Agrivi
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Taranis
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• FBN
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments

Conclusion & Recommendation