全球農業人工智慧市場規模研究，按應用（天氣追蹤、精準農業、無人機分析）按部署（雲端、本地、混合）和區域預測 2022-2032

2023年，全球農業人工智慧市場價值約為17.532億美元，預計在2024-2032年預測期內將以超過26.21%的健康成長率成長。農業人工智慧包括採用機器學習演算法、電腦視覺、機器人技術和其他人工智慧技術來改善農業生產、資源管理、作物健康監測、任務自動化和資料驅動決策。農業中的人工智慧目的是提高農業的效率、產量和永續性，同時降低成本和不利的環境影響。此外，無人機分析的不斷整合引起全球農業市場人工智慧的關注。配備攝影機和感測器的無人機可以收集大片農業區域的高解析度影像和資料。然後，人工智慧演算法可以分析這些資料，為農民提供有關作物健康、營養水準、水分壓力、蟲害和其他因素的寶貴見解。

全球農業市場中的人工智慧是由對精準農業技術的需求不斷成長以及世界各地農場內無人機（UAV）的使用增加所推動的。精準農業技術簡化了農場運作並提高了整體效率。透過自動化田間監測、灌溉調度和害蟲檢測等重複性任務，人工智慧技術減少了對體力勞動的需求，使農民能夠將精力集中在更具策略性的活動上。此外，無人機還可以為農民提供有關其田地的詳細即時資訊，實現精準農業。人工智慧演算法可以分析無人機收集的資料，創建詳細的農場地圖和模型，識別變化區域並最佳化輸入應用。然而，人工智慧在農業中的部署成本高昂以及資料收集缺乏標準化將阻礙2022-2032年預測期內市場的整體需求。

全球農業人工智慧市場研究涵蓋的關鍵區域包括亞太地區、北美、歐洲、拉丁美洲和世界其他地區。2023年，由於擴大採用人工智慧技術來提高整個地區的農業生產力等因素，就收入而言，北美是最大的地區市場。人工智慧驅動的系統透過提供作物狀況的即時監測和分析，幫助農民最佳化水、肥料和農藥等投入品的使用。此外，另一方面，亞太地區的市場預計在預測期內將以最快的速度成長。

目錄

第1章 全球農業人工智慧市場定義與研究假設

• 研究目的
• 市場定義
• 研究假設
  • 包容與排除
  • 限制
  • 供給側分析
    • 可用性
    • 基礎設施
    • 監管環境
    • 市場競爭
    • 經濟可行性（消費者的角度）
  • 需求面分析
    • 監理框架
    • 技術進步
    • 環境考慮
    • 消費者意識和接受度
• 估算方法
• 研究涵蓋的年份
• 貨幣兌換率

第2章 執行摘要

• 全球農業人工智慧市場規模及預測（2022-2032）
• 區域概要
• 細分市場概要
  • 依應用
  • 依部署
• 主要趨勢
• 經濟衰退的影響
• 分析師推薦與結論

第3章 全球人工智慧農業市場動態

• 市場促進因素
• 市場挑戰
• 市場機會

第4章 全球農業市場人工智慧：產業分析

• 波特的五力模型
  • 供應商的議價能力
  • 買家的議價能力
  • 新進入者的威脅
  • 替代品的威脅
  • 競爭競爭
  • 波特五力模型的未來方法
  • 波特的五力影響分析
• PESTEL分析
  • 政治的
  • 經濟的
  • 社會的
  • 技術性
  • 環境的
  • 合法的
• 頂級投資機會
• 最佳制勝策略
• 顛覆性趨勢
• 產業專家視角
• 分析師推薦與結論

第5章 2022-2032年全球農業人工智慧市場規模及預測：依應用

• 天氣追蹤
• 精耕
• 無人機分析

第6章 2022-2032年全球農業人工智慧市場規模及預測：依部署

• 雲端
• 本地部署
• 混合

第7章 2022-2032年全球農業人工智慧市場規模及預測：地區依

• 北美人工智慧農業市場
  • 美國人工智慧農業市場
    • 2022-2032年應用細分規模與預測
    • 2022-2032年部署細分規模與預測
  • 加拿大人工智慧農業市場
• 歐洲人工智慧農業市場
  • 英國人工智慧農業市場
  • 德國人工智慧農業市場
  • 法國人工智慧農業市場
  • 西班牙人工智慧農業市場
  • 義大利人工智慧農業市場
  • 歐洲其他地區農業市場中的人工智慧
• 亞太地區人工智慧農業市場
  • 中國人工智慧農業市場
  • 印度人工智慧農業市場
  • 日本人工智慧農業市場
  • 澳洲人工智慧農業市場
  • 韓國人工智慧農業市場
  • 亞太地區其他地區農業市場的人工智慧
• 拉丁美洲農業市場的人工智慧
  • 巴西農業市場人工智慧
  • 墨西哥農業市場人工智慧
  • 拉丁美洲其他地區農業市場中的人工智慧
• 中東和非洲農業市場的人工智慧
  • 沙烏地阿拉伯人工智慧農業市場
  • 南非人工智慧農業市場
  • 中東和非洲其他地區農業市場中的人工智慧

第8章 競爭情報

• 重點企業SWOT分析
• 頂級市場策略
• 公司簡介
  • Microsoft Corporation
  • 關鍵訊息
  • 概述
  • 財務（視資料可用性而定）
  • 產品概要
  • 市場策略
  • International Business Machines Corporation
  • Granular Inc
  • aWhere Inc
  • Prospera Technologies Ltd
  • Gamaya SA
  • Easytosee Agtech, SL
  • PrecisionHawk Inc
  • Cainthus Corp
  • Tule Technologies Inc

第9章 研究過程

• 研究過程
  • 資料探勘
  • 分析
  • 市場預測
  • 驗證
  • 出版
• 研究屬性

Global AI in Agriculture Market is valued approximately at USD 1753.2 million in 2023 and is anticipated to grow with a healthy growth rate of more than 26.21% over the forecast period 2024-2032. AI in agriculture encompasses the adoption of machine learning algorithms, computer vision, robotics, and other AI techniques to improve agricultural production, resource management, crop health monitoring, task automation, and data-driven decision-making. AI in agriculture seeks to improve efficiency, production, and sustainability in farming while lowering costs and adverse environmental effects. Furthermore, rising integration of drone analytics are gaining attention towards Global AI in Agriculture Market. Drones equipped with cameras and sensors can collect high-resolution imagery and data over large agricultural areas. AI algorithms can then analyze this data to provide farmers with valuable insights about crop health, nutrient levels, water stress, pest infestations, and other factors.

The Global AI in Agriculture Market is driven by rising demand for precision farming techniques and increase use of unmanned aerial vehicles (UAVs) within agricultural farms across the world. Precision farming techniques streamline farm operations and improve overall efficiency. By automating repetitive tasks such as field monitoring, irrigation scheduling, and pest detection, AI technologies reduce the need for manual labor and enable farmers to focus their efforts on more strategic activities. In addition, UAVs enable precision agriculture by providing farmers with detailed, real-time information about their fields. AI algorithms can analyze the data collected by drones to create detailed maps and models of the farm, identifying areas of variability, and optimizing input application. However, high deployment cost of AI in Agriculture and lack of standardization in data collection is going to impede the overall demand for the market during the forecast period 2022-2032.

The key regions considered for the Global AI in Agriculture market study includes Asia Pacific, North America, Europe, Latin America, and Rest of the World. In 2023, North America was the largest regional market in terms of revenue owing to factors such as increasing adoption of AI technologies to enhance agricultural productivity across the region. AI-powered systems help farmers optimize the use of inputs such as water, fertilizers, and pesticides by providing real-time monitoring and analysis of crop conditions. Furthermore, the market in Asia Pacific, on the other hand, is expected to grow at the fastest rate over the forecast period.

Major market player included in this report are:

• Microsoft Corporation
• International Business Machines Corporation
• Granular Inc
• aWhere Inc
• Prospera Technologies Ltd
• Gamaya SA
• Easytosee Agtech, SL
• PrecisionHawk Inc
• Cainthus Corp
• Tule Technologies Inc

The detailed segments and sub-segment of the market are explained below:

By Application

• Weather Tracking
• Precision Farming
• Drone Analytics

By Deployment

• Cloud
• On-premise
• Hybrid

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
• Middle East & Africa
• Saudi Arabia
• South Africa
• RoMEA

Years considered for the study are as follows:

• Historical year - 2022
• Base year - 2023
• Forecast period - 2024 to 2032

Key Takeaways:

• Market Estimates & Forecast for 10 years from 2022 to 2032.
• Annualized revenues and regional level analysis for each market segment.
• Detailed analysis of geographical landscape with Country level analysis of major regions.
• Competitive landscape with information on major players in the market.
• Analysis of key business strategies and recommendations on future market approach.
• Analysis of competitive structure of the market.
• Demand side and supply side analysis of the market

Table of Contents

Chapter 1.Global AI in Agriculture Market Definition and Research Assumptions

• 1.1.Research Objective
• 1.2.Market Definition
• 1.3.Research Assumptions
  • 1.3.1.Inclusion & Exclusion
  • 1.3.2.Limitations
  • 1.3.3.Supply Side Analysis
    • 1.3.3.1.Availability
    • 1.3.3.2.Infrastructure
    • 1.3.3.3.Regulatory Environment
    • 1.3.3.4.Market Competition
    • 1.3.3.5.Economic Viability (Consumer's Perspective)
  • 1.3.4.Demand Side Analysis
    • 1.3.4.1.Regulatory frameworks
    • 1.3.4.2.Technological Advancements
    • 1.3.4.3.Environmental Considerations
    • 1.3.4.4.Consumer Awareness & Acceptance
• 1.4.Estimation Methodology
• 1.5.Years Considered for the Study
• 1.6.Currency Conversion Rates

Chapter 2.Executive Summary

• 2.1.Global AI in Agriculture Market Size & Forecast (2022- 2032)
• 2.2.Regional Summary
• 2.3.Segmental Summary
  • 2.3.1.By Application
  • 2.3.2.By Deployment
• 2.4.Key Trends
• 2.5.Recession Impact
• 2.6.Analyst Recommendation & Conclusion

Chapter 3.Global AI in Agriculture Market Dynamics

• 3.1.Market Drivers
• 3.2.Market Challenges
• 3.3.Market Opportunities

Chapter 4.Global AI 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
  • 4.1.7.Porter's 5 Force Impact Analysis
• 4.2.PESTEL Analysis
  • 4.2.1.Political
  • 4.2.2.Economic
  • 4.2.3.Social
  • 4.2.4.Technological
  • 4.2.5.Environmental
  • 4.2.6.Legal
• 4.3.Top investment opportunity
• 4.4.Top winning strategies
• 4.5.Disruptive Trends
• 4.6.Industry Expert Perspective
• 4.7.Analyst Recommendation & Conclusion

Chapter 5.Global AI in Agriculture Market Size & Forecasts by Application 2022-2032

• 5.1.Weather Tracking
• 5.2.Precision Farming
• 5.3.Drone Analytics

Chapter 6.Global AI in Agriculture Market Size & Forecasts by Deployment 2022-2032

• 6.1.Cloud
• 6.2.On-premise
• 6.3.Hybrid

Chapter 7.Global AI in Agriculture Market Size & Forecasts by Region 2022-2032

• 7.1.North America AI in Agriculture Market
  • 7.1.1.U.S. AI in Agriculture Market
    • 7.1.1.1.Application breakdown size & forecasts, 2022-2032
    • 7.1.1.2.Deployment breakdown size & forecasts, 2022-2032
  • 7.1.2.Canada AI in Agriculture Market
• 7.2.Europe AI in Agriculture Market
  • 7.2.1.U.K. AI in Agriculture Market
  • 7.2.2.Germany AI in Agriculture Market
  • 7.2.3.France AI in Agriculture Market
  • 7.2.4.Spain AI in Agriculture Market
  • 7.2.5.Italy AI in Agriculture Market
  • 7.2.6.Rest of Europe AI in Agriculture Market
• 7.3.Asia-Pacific AI in Agriculture Market
  • 7.3.1.China AI in Agriculture Market
  • 7.3.2.India AI in Agriculture Market
  • 7.3.3.Japan AI in Agriculture Market
  • 7.3.4.Australia AI in Agriculture Market
  • 7.3.5.South Korea AI in Agriculture Market
  • 7.3.6.Rest of Asia Pacific AI in Agriculture Market
• 7.4.Latin America AI in Agriculture Market
  • 7.4.1.Brazil AI in Agriculture Market
  • 7.4.2.Mexico AI in Agriculture Market
  • 7.4.3.Rest of Latin America AI in Agriculture Market
• 7.5.Middle East & Africa AI in Agriculture Market
  • 7.5.1. Saudi Arabia AI in Agriculture Market
  • 7.5.2. South Africa AI in Agriculture Market
  • 7.5.3.Rest of Middle East & Africa AI in Agriculture Market

Chapter 8.Competitive Intelligence

• 8.1.Key Company SWOT Analysis
• 8.2.Top Market Strategies
• 8.3.Company Profiles
  • 8.3.1.Microsoft Corporation
    • 8.3.1.1.Key Information
    • 8.3.1.2.Overview
    • 8.3.1.3.Financial (Subject to Data Availability)
    • 8.3.1.4.Product Summary
    • 8.3.1.5.Market Strategies
  • 8.3.2.International Business Machines Corporation
  • 8.3.3.Granular Inc
  • 8.3.4.aWhere Inc
  • 8.3.5.Prospera Technologies Ltd
  • 8.3.6.Gamaya SA
  • 8.3.7.Easytosee Agtech, SL
  • 8.3.8.PrecisionHawk Inc
  • 8.3.9.Cainthus Corp
  • 8.3.10.Tule Technologies Inc

Chapter 9.Research Process

• 9.1.Research Process
  • 9.1.1.Data Mining
  • 9.1.2.Analysis
  • 9.1.3.Market Estimation
  • 9.1.4.Validation
  • 9.1.5.Publishing
• 9.2.Research Attributes

LIST OF TABLES

• TABLE 1.Global AI in Agriculture market, report scope
• TABLE 2.Global AI in Agriculture market estimates & forecasts by Region 2022-2032 (USD Million)
• TABLE 3.Global AI in Agriculture market estimates & forecasts by Application 2022-2032 (USD Million)
• TABLE 4.Global AI in Agriculture market estimates & forecasts by Deployment 2022-2032 (USD Million)
• TABLE 5.Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 6.Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 7.Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 8.Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 9.Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 10.Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 11.Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 12.Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 13.Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 14.Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 15.U.S. AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 16.U.S. AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 17.U.S. AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 18.Canada AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 19.Canada AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 20.Canada AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 21.UK AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 22.UK AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 23.UK AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 24.Germany AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 25.Germany AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 26.Germany AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 27.France AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 28.France AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 29.France AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 30.Italy AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 31.Italy AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 32.Italy AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 33.Spain AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 34.Spain AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 35.Spain AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 36.RoE AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 37.RoE AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 38.RoE AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 39.China AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 40.China AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 41.China AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 42.India AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 43.India AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 44.India AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 45.Japan AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 46.Japan AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 47.Japan AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 48.Australia AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 49.Australia AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 50.Australia AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 51.South Korea AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 52.South Korea AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 53.South Korea AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 54.
• TABLE 55.RoAPAC AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 56.RoAPAC AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 57.RoAPAC AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 58.Brazil AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 59.Brazil AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 60.Brazil AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 61.Mexico AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 62.Mexico AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 63.Mexico AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 64.RoLA AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 65.RoLA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 66.RoLA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 67.Saudi Arabia AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 68.Saudi Arabia AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 69.Saudi Arabia AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 70.South Africa AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 71.
• TABLE 72.South Africa AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 73.South Africa AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 74.RoMEA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 75.RoMEA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 76.RoMEA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 77.List of secondary sources, used in the study of Global AI in Agriculture Market.
• TABLE 78.List of primary sources, used in the study of Global AI in Agriculture Market.
• TABLE 79.Years considered for the study.
• TABLE 80.Exchange rates considered.

LIST OF FIGURES

• FIG 1.Global AI in Agriculture market, research methodology
• FIG 2.Global AI in Agriculture market, market estimation techniques
• FIG 3.Global market size estimates & forecast methods.
• FIG 4.Global AI in Agriculture market, key trends 2023
• FIG 5.Global AI in Agriculture market, growth prospects 2022-2032
• FIG 6.Global AI in Agriculture market, porters 5 force model
• FIG 7.Global AI in Agriculture market, pestel analysis
• FIG 8.Global AI in Agriculture market, value chain analysis
• FIG 9.Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
• FIG 10.Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
• FIG 11.Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
• FIG 12.Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
• FIG 13.Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
• FIG 14.Global AI in Agriculture market, regional snapshot 2022 & 2032
• FIG 15.North America AI in Agriculture market 2022 & 2032 (USD Million)
• FIG 16.Europe AI in Agriculture market 2022 & 2032 (USD Million)
• FIG 17.Asia pacific AI in Agriculture market 2022 & 2032 (USD Million)
• FIG 18.Latin America AI in Agriculture market 2022 & 2032 (USD Million)
• FIG 19.Middle East & Africa AI in Agriculture market 2022 & 2032 (USD Million)
• FIG 20.Global AI in Agriculture market, company market share analysis (2023)