農業的人工智慧的全球市場(2022年～2028年):各技術，各提供，各用途，各地區的市場規模調查與預測

全球農業的人工智慧的市場規模，2021年約10億美金，2022年～2028年的預測期間內預計以25.5％以上的健全成長率成長。牽引市場的主要原因，是感測器和航空影像造成的資料生成的作物發展高漲，及採用現代的農業技術的法規方面的支援等。再加上人口增加造成全球糧食供給網負擔，導致作物生產增加。可是，為了正確收集現場資料耗費高成本，阻礙預測期間的市場成長。

本報告提供全球農業的人工智慧市場調查，市場概要，市場的推動因素與阻礙因素的分析，市場機會，COVID-19影響，各市場區隔的市場分析，競爭情形，主要企業的簡介等系統性資訊。

目錄

第1章 摘要整理

第2章 全球農業的人工智慧市場:定義和範圍

第3章 全球農業的人工智慧:市場動態

• 全球農業的人工智慧市場:影響分析(2020年～2028年)

第4章 全球農業的人工智慧市場:產業分析

• 波特的5力模式
• PEST分析
• 投資採用模式
• 分析師的推薦事項與結論
• 主要的投資機會
• 主要的成功策略

第5章 風險評估:COVID-19影響

• COVID-19對產業的整體影響的評估
• COVID-19前和COVID-19後的市場情境

第6章 全球農業的人工智慧市場:各技術

• 市場概述
• 成果:潛力分析
• 市場規模的估計與預測(2019年～2028年)
• 子區隔分析
  • 機器學習
  • 電腦視覺
  • 預測分析

第7章 全球農業的人工智慧市場:各提供

• 市場概述
• 成果:潛力分析
• 市場規模的估計與預測(2019年～2028年)
• 子區隔分析
  • 硬體設備
  • 軟體
  • AI-as-a-Service
  • 服務

第8章 全球農業的人工智慧市場:各用途

• 市場概述
• 成果:潛力分析
• 市場規模的估計與預測(2019年～2028年)
• 子區隔分析
  • 精密農業
  • 農業機器人
  • 家畜監測
  • 無人機分析
  • 勞動管理
  • 其他

第9章 全球農業的人工智慧市場:地區分析

• 地區市場概述
• 北美
  • 美國
  • 加拿大
• 歐洲的概述
  • 英國
  • 德國
  • 法國
  • 西班牙
  • 義大利
  • 其他歐洲
• 亞太地區的概述
  • 中國
  • 印度
  • 日本
  • 澳洲
  • 韓國
  • 其他的亞太地區
• 南美的概述
  • 巴西
  • 墨西哥
• 其他地區

第10章 競爭情形

• 主要市場策略
• 企業簡介
  • International Business Machines Corp. (IBM)
  • Microsoft Corporation
  • Vision Robotics Corporation
  • Deere & Company
  • Precision Hawk Inc.
  • Granular, Inc.
  • Cainthus Corporation
  • The Climate Corporation
  • Vision Robotics Corporation
  • Descartes Labs, Inc.

第11章 調查流程

Global Artificial Intelligence in Agriculture Market is valued at approximately USD 1.0 billion in 20211 and is anticipated to grow with a healthy growth rate of more than 25.5% over the forecast period 2022-2028. Artificial Intelligence in Agriculture describes as the adoption of novel and advancing technologies to solve traditional farming complications. AI systems aids to boost harvest quality and accuracy, which is also known as precision agriculture. In addition, it also detects any disease in plants, pests, and poor nutrition of farms, and can also target weeds and decide which herbicide to use in the area. The rising deployment of data generation through sensors and aerial images for crops, as well as regulatory support to adopt modern agricultural techniques are stimulating the market demand. Moreover, the growing population is putting strain on the global food supply chain, which is leading the higher crop production. According to the united nation, there are nearly 7.3 billion people around the world and it is expected to rise to around 9.7 billion people by 2050. Therefore, these factors may boost the global market demand in the near future. However, high costs are involved for gathering precise field data impedes the growth of the market over the forecast period of 2022-2028. Also, the rising adoption of AI solutions to manage small farms (less than 5 hectares) is anticipated to act as a catalyzing factor for the market demand during the forecast period.

The key regions considered for the Global Artificial Intelligence in Agriculture Market study include Asia Pacific, North America, Europe, Latin America and Rest of the World. Europe is the leading region across the world in terms of market share owing to the rising inclination towards the monitoring and reporting tools for indoor and outdoor farms and growing need for the visualization of overall crop production by using computer vision and AI. Whereas, Asia-Pacific is also anticipated to exhibit the highest CAGR over the forecast period 2022-2028. Factors such as the highest crop production in the regions such as India and China, as well as rising government support for the adoption of novel agricultural techniques would create lucrative growth prospects for Artificial Intelligence in Agriculture market across the Asia-Pacific region.

Major market players included in this report are:

International Business Machines Corp. (IBM)

Microsoft Corporation

Vision Robotics Corporation

Deere & Company

Precision Hawk Inc.

Granular, Inc.

Cainthus Corporation

The Climate Corporation

Vision Robotics Corporation

Descartes Labs, Inc.

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming eight years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within each of the regions and countries involved in the study. Furthermore, the report also caters the detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, the report shall also incorporate available opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:

By Technology

Machine Learning

Computer Vision

Predictive Analytics

By Offering:

Hardware

Software

AI-as-a-Service

Services

By Application

Precision Farming

Agriculture Robots

Livestock Monitoring

Drone Analytics

Labor Management

Others

By Region:

North America

U.S.

Canada

Europe

UK

Germany

France

Spain

Italy

ROE

Asia Pacific

China

India

Japan

Australia

South Korea

RoAPAC

Latin America

Brazil

Mexico

Rest of the World

Furthermore, years considered for the study are as follows:

Historical year - 2018, 2019, 2020

Base year - 2021

Forecast period - 2022 to 2028

Target Audience of the Global Artificial Intelligence in Agriculture Market in Market Study:

Key Consulting Companies & Advisors

Large, medium-sized, and small enterprises

Venture capitalists

Value-Added Resellers (VARs)

Third-party knowledge providers

Investment bankers

Investors

Table of Contents

Chapter 1. Executive Summary

• 1.1. Market Snapshot
• 1.2. Global & Segmental Market Estimates & Forecasts, 2020-2028 (USD Billion)
  • 1.2.1. Global Artificial Intelligence in Agriculture Market, by Region, 2020-2028 (USD Billion)
  • 1.2.2. Global Artificial Intelligence in Agriculture Market, by Technology, 2020-2028 (USD Billion)
  • 1.2.3. Global Artificial Intelligence in Agriculture Market, by Offering, 2020-2028 (USD Billion)
  • 1.2.4. Global Artificial Intelligence in Agriculture Market, by Application, 2020-2028 (USD Billion)
• 1.3. Key Trends
• 1.4. Estimation Methodology
• 1.5. Research Assumption

Chapter 2. Global Artificial Intelligence in Agriculture Market Definition and Scope

• 2.1. Objective of the Study
• 2.2. Market Definition & Scope
  • 2.2.1. Scope of the Study
  • 2.2.2. Industry Evolution
• 2.3. Years Considered for the Study
• 2.4. Currency Conversion Rates

Chapter 3. Global Artificial Intelligence in Agriculture Market Dynamics

• 3.1. Artificial Intelligence in Agriculture Market Impact Analysis (2020-2028)
  • 3.1.1. Market Drivers
    • 3.1.1.1. Growing crop productivity through deep learning technology
    • 3.1.1.2. Government support to adopt modern agricultural techniques
  • 3.1.2. Market Challenges
    • 3.1.2.1. Limited availability of historical data
  • 3.1.3. Market Opportunities
    • 3.1.3.1. Use of AI solutions to manage small farms (less than 5 hectares)

Chapter 4. Global Artificial Intelligence in Agriculture Market Industry Analysis

• 4.1. Porter's 5 Force Model
  • 4.1.1. Bargaining Power of Suppliers
  • 4.1.2. Bargaining Power of Buyers
  • 4.1.3. Threat of New Entrants
  • 4.1.4. Threat of Substitutes
  • 4.1.5. Competitive Rivalry
  • 4.1.6. Futuristic Approach to Porter's 5 Force Model (2019-2028)
• 4.2. PEST Analysis
  • 4.2.1. Political
  • 4.2.2. Economical
  • 4.2.3. Social
  • 4.2.4. Technological
• 4.3. Investment Adoption Model
• 4.4. Analyst Recommendation & Conclusion
• 4.5. Top investment opportunity
• 4.6. Top winning strategies

Chapter 5. Risk Assessment: COVID-19 Impact

• 5.1.1. Assessment of the overall impact of COVID-19 on the industry
• 5.1.2. Pre COVID-19 and post COVID-19 market scenario

Chapter 6. Global Artificial Intelligence in Agriculture Market, by Technology

• 6.1. Market Snapshot
• 6.2. Global Artificial Intelligence in Agriculture Market by Technology, Performance - Potential Analysis
• 6.3. Global Artificial Intelligence in Agriculture Market Estimates & Forecasts by Technology, 2019-2028 (USD Billion)
• 6.4. Artificial Intelligence in Agriculture Market, Sub Segment Analysis
  • 6.4.1. Machine Learning
  • 6.4.2. Computer Vision
  • 6.4.3. Predictive Analytics

Chapter 7. Global Artificial Intelligence in Agriculture Market, by Offering

• 7.1. Market Snapshot
• 7.2. Global Artificial Intelligence in Agriculture Market by Offering, Performance - Potential Analysis
• 7.3. Global Artificial Intelligence in Agriculture Market Estimates & Forecasts by Offering, 2019-2028 (USD Billion)
• 7.4. Artificial Intelligence in Agriculture Market, Sub Segment Analysis
  • 7.4.1. Hardware
  • 7.4.2. Software
  • 7.4.3. AI-as-a-Service
  • 7.4.4. Services

Chapter 8. Global Artificial Intelligence in Agriculture Market, by Application

• 8.1. Market Snapshot
• 8.2. Global Artificial Intelligence in Agriculture Market by Application, Performance - Potential Analysis
• 8.3. Global Artificial Intelligence in Agriculture Market Estimates & Forecasts by Application, 2019-2028 (USD Billion)
• 8.4. Artificial Intelligence in Agriculture Market, Sub Segment Analysis
  • 8.4.1. Precision Farming
  • 8.4.2. Agriculture Robots
  • 8.4.3. Livestock Monitoring
  • 8.4.4. Drone Analytics
  • 8.4.5. Labor Management
  • 8.4.6. Others

Chapter 9. Global Artificial Intelligence in Agriculture Market, Regional Analysis

• 9.1. Artificial Intelligence in Agriculture Market, Regional Market Snapshot
• 9.2. North America Artificial Intelligence in Agriculture Market
  • 9.2.1. U.S. Artificial Intelligence in Agriculture Market
    • 9.2.1.1. Technology breakdown estimates & forecasts, 2019-2028
    • 9.2.1.2. Offering breakdown estimates & forecasts, 2019-2028
    • 9.2.1.3. Application breakdown estimates & forecasts, 2019-2028
  • 9.2.2. Canada Artificial Intelligence in Agriculture Market
• 9.3. Europe Artificial Intelligence in Agriculture Market Snapshot
  • 9.3.1. U.K. Artificial Intelligence in Agriculture Market
  • 9.3.2. Germany Artificial Intelligence in Agriculture Market
  • 9.3.3. France Artificial Intelligence in Agriculture Market
  • 9.3.4. Spain Artificial Intelligence in Agriculture Market
  • 9.3.5. Italy Artificial Intelligence in Agriculture Market
  • 9.3.6. Rest of Europe Artificial Intelligence in Agriculture Market
• 9.4. Asia-Pacific Artificial Intelligence in Agriculture Market Snapshot
  • 9.4.1. China Artificial Intelligence in Agriculture Market
  • 9.4.2. India Artificial Intelligence in Agriculture Market
  • 9.4.3. Japan Artificial Intelligence in Agriculture Market
  • 9.4.4. Australia Artificial Intelligence in Agriculture Market
  • 9.4.5. South Korea Artificial Intelligence in Agriculture Market
  • 9.4.6. Rest of Asia Pacific Artificial Intelligence in Agriculture Market
• 9.5. Latin America Artificial Intelligence in Agriculture Market Snapshot
  • 9.5.1. Brazil Artificial Intelligence in Agriculture Market
  • 9.5.2. Mexico Artificial Intelligence in Agriculture Market
• 9.6. Rest of The World Artificial Intelligence in Agriculture Market

Chapter 10. Competitive Intelligence

• 10.1. Top Market Strategies
• 10.2. Company Profiles
  • 10.2.1. International Business Machines Corp. (IBM)
    • 10.2.1.1. Key Information
    • 10.2.1.2. Overview
    • 10.2.1.3. Financial (Subject to Data Availability)
    • 10.2.1.4. Product Summary
    • 10.2.1.5. Recent Developments
  • 10.2.2. Microsoft Corporation
  • 10.2.3. Vision Robotics Corporation
  • 10.2.4. Deere & Company
  • 10.2.5. Precision Hawk Inc.
  • 10.2.6. Granular, Inc.
  • 10.2.7. Cainthus Corporation
  • 10.2.8. The Climate Corporation
  • 10.2.9. Vision Robotics Corporation
  • 10.2.10. Descartes Labs, Inc.

Chapter 11. Research Process

• 11.1. Research Process
  • 11.1.1. Data Mining
  • 11.1.2. Analysis
  • 11.1.3. Market Estimation
  • 11.1.4. Validation
  • 11.1.5. Publishing
• 11.2. Research Attributes
• 11.3. Research Assumption

LIST OF TABLES

• TABLE 1. Global Artificial Intelligence in Agriculture market, report scope
• TABLE 2. Global Artificial Intelligence in Agriculture market estimates & forecasts by Region 2019-2028 (USD Billion)
• TABLE 3. Global Artificial Intelligence in Agriculture market estimates & forecasts by Technology 2019-2028 (USD Billion)
• TABLE 4. Global Artificial Intelligence in Agriculture market estimates & forecasts by Offering 2019-2028 (USD Billion)
• TABLE 5. Global Artificial Intelligence in Agriculture market estimates & forecasts by Application 2019-2028 (USD Billion)
• TABLE 6. Global Artificial Intelligence in Agriculture market by segment, estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 7. Global Artificial Intelligence in Agriculture market by region, estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 8. Global Artificial Intelligence in Agriculture market by segment, estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 9. Global Artificial Intelligence in Agriculture market by region, estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 10. Global Artificial Intelligence in Agriculture market by segment, estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 11. Global Artificial Intelligence in Agriculture market by region, estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 12. Global Artificial Intelligence in Agriculture market by segment, estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 13. Global Artificial Intelligence in Agriculture market by region, estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 14. Global Artificial Intelligence in Agriculture market by segment, estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 15. Global Artificial Intelligence in Agriculture market by region, estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 16. U.S. Artificial Intelligence in Agriculture market estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 17. U.S. Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 18. U.S. Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 19. Canada Artificial Intelligence in Agriculture market estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 20. Canada Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 21. Canada Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 22. UK Artificial Intelligence in Agriculture market estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 23. UK Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 24. UK Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 25. Germany Artificial Intelligence in Agriculture market estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 26. Germany Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 27. Germany Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 28. RoE Artificial Intelligence in Agriculture market estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 29. RoE Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 30. RoE Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 31. China Artificial Intelligence in Agriculture market estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 32. China Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 33. China Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 34. India Artificial Intelligence in Agriculture market estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 35. India Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 36. India Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 37. Japan Artificial Intelligence in Agriculture market estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 38. Japan Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 39. Japan Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 40. RoAPAC Artificial Intelligence in Agriculture market estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 41. RoAPAC Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 42. RoAPAC Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 43. Brazil Artificial Intelligence in Agriculture market estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 44. Brazil Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 45. Brazil Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 46. Mexico Artificial Intelligence in Agriculture market estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 47. Mexico Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 48. Mexico Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 49. RoLA Artificial Intelligence in Agriculture market estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 50. RoLA Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 51. RoLA Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 52. Row Artificial Intelligence in Agriculture market estimates & forecasts, 2019-2028 (USD Billion)
• TABLE 53. Row Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 54. Row Artificial Intelligence in Agriculture market estimates & forecasts by segment 2019-2028 (USD Billion)
• TABLE 55. List of secondary sources, used in the study of global Artificial Intelligence in Agriculture market
• TABLE 56. List of primary sources, used in the study of global Artificial Intelligence in Agriculture market
• TABLE 57. Years considered for the study
• TABLE 58. Exchange rates considered

LIST OF FIGURES

List of figures

• FIG 1. Global Artificial Intelligence in Agriculture market, research methodology
• FIG 2. Global Artificial Intelligence in Agriculture market, market estimation techniques
• FIG 3. Global market size estimates & forecast methods
• FIG 4. Global Artificial Intelligence in Agriculture market, key trends 2021
• FIG 5. Global Artificial Intelligence in Agriculture market, growth prospects 2022-2028
• FIG 6. Global Artificial Intelligence in Agriculture market, porters 5 force model
• FIG 7. Global Artificial Intelligence in Agriculture market, pest analysis
• FIG 8. Global Artificial Intelligence in Agriculture market, value chain analysis
• FIG 9. Global Artificial Intelligence in Agriculture market by segment, 2019 & 2028 (USD Billion)
• FIG 10. Global Artificial Intelligence in Agriculture market by segment, 2019 & 2028 (USD Billion)
• FIG 11. Global Artificial Intelligence in Agriculture market by segment, 2019 & 2028 (USD Billion)
• FIG 12. Global Artificial Intelligence in Agriculture market by segment, 2019 & 2028 (USD Billion)
• FIG 13. Global Artificial Intelligence in Agriculture market by segment, 2019 & 2028 (USD Billion)
• FIG 14. Global Artificial Intelligence in Agriculture market, regional snapshot 2019 & 2028
• FIG 15. North America Artificial Intelligence in Agriculture market 2019 & 2028 (USD Billion)
• FIG 16. Europe Artificial Intelligence in Agriculture market 2019 & 2028 (USD Billion)
• FIG 17. Asia pacific Artificial Intelligence in Agriculture market 2019 & 2028 (USD Billion)
• FIG 18. Latin America Artificial Intelligence in Agriculture market 2019 & 2028 (USD Billion)
• FIG 19. Global Artificial Intelligence in Agriculture market, company market share analysis (2021)