農業分析市場規模、佔有率、成長分析，按產品、農業類型、農場規模和地區 - 產業預測，2024-2031年

2022年全球農業分析市場規模為12億美元，預計從2023年的13.6億美元成長到2031年的36.6億美元，在預測期間（2024-2031年）年複合成長率為13.20%。

農業部門正迅速採用巨量資料、人工智慧、雲端運算和物聯網等最尖端科技來增強和自動化農業任務，如作物管理、牲畜監測和田間最佳化。這種轉變主要是由全球糧食需求不斷成長推動的，由於人口迅速成長，預計全球糧食需求將增加一倍以上。由於都市化、氣候變遷和水資源短缺，耕地變得越來越稀缺，私人企業和政府都在積極推廣城市和垂直農業解決方案。這些創新的耕作方法利用未使用的建築物和荒地，透過結構化的垂直耕作系統來最佳化作物產量。同時，對農業分析解決方案日益成長的需求將使農民能夠監控土壤品質、田地結構、育種方法和灌溉技術等關鍵因素，以最大限度地減少損失並提高作物品質。農業分析技術的整合不僅可以解決糧食供應的直接挑戰，而且可以使農業產業永續、有效率地滿足未來的需求。隨著農業景觀因應這些趨勢而發展，相關人員必須保持適應能力並了解情況，以充分利用這些變革性技術進步的潛力。

目錄

介紹

• 研究目的
• 調查範圍
• 定義

調查方法

• 資訊採購
• 二級資料和一級資料方法
• 市場規模預測
• 市場假設與限制

執行摘要

• 全球市場展望
• 供需趨勢分析
• 依細分市場的機會分析

市場動態及展望

• 市場概況
• 市場規模
• 市場動態
  • 促進因素和機會
  • 抑制因素和挑戰
• 波特分析與影響
  • 競爭公司之間的敵對關係
  • 替代品的威脅
  • 買方議價能力
  • 新進入者的威脅
  • 供應商的議價能力

主要市場考察

• 關鍵成功因素
• 競爭程度
• 主要投資機會
• 市場生態系統
• 技術進步
• 監管環境
• 專利分析
• 價值鏈分析
• 案例研究分析
• 客戶和購買標準分析
• PESTEL分析
• 市場吸引力指數

農業分析市場規模：依產品分類

• 市場概況
• 解決方案
• 服務
  • 專業服務
  • 培訓和諮詢
  • 系統整合與實施
  • 支援與維護
  • 託管服務
  • 農場管理服務
  • 資訊服務
  • 分析服務

依農業類型分類的農業分析市場規模

• 市場概況
• 精密農業
• 產量監控
• 現場測繪
• 作物偵察
• 氣象追蹤與預報
• 灌溉管理
• 庫存管理
• 農場勞動力管理
• 家畜
• 牛奶收穫
• 養殖管理
• 飼養管理
• 動物舒適度管理
• 其他
• 水產養殖
  • 魚類追蹤和船隊導航
  • 飼養管理
  • 水質管理
  • 品管和可追溯性
  • 其他水產養殖
• 垂直農業
• 其他農業類型

農業分析市場規模：依農場規模

• 市場概況
• 中小型農場
• 大型農場

依技術分類的農業分析市場規模

• 市場概況
• 遙感探測和衛星影像
• 地理資訊系統
• 機器人和自動化
• 巨量資料和雲端運算
• 視覺化和報告
• 區塊鏈技術
• 其他技術

農業分析市場規模：依最終用戶和年複合成長率（2024-2031）

• 市場概況
• 農民
• 農學家
• 農業產業
• 農業研究員
• 政府機構
• 其他最終用戶

農業分析市場規模：依地區分類

• 北美洲
  • 美國
  • 加拿大
• 歐洲
  • 英國
  • 德國
  • 西班牙
  • 法國
  • 義大利
  • 其他歐洲國家地區
• 亞太地區
  • 中國
  • 印度
  • 日本
  • 韓國
  • 其他亞太地區
• 拉丁美洲
  • 巴西
  • 其他拉丁美洲地區
• 中東和非洲
  • 海灣合作理事會國家
  • 南非
  • 其他中東、非洲

競爭資訊

• 前5名企業比較
• 主要企業市場定位（2023年）
• 主要市場參與者所採取的策略
• 近期市場趨勢
• 公司市場佔有率分析（2023）
• 主要企業簡介
  • 公司簡介
  • 產品系列分析
  • 依細分市場分類的佔有率分析
  • 收益與前一年同期比較（2021-2023）

主要企業簡介

• 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

結論和建議

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