全球农业人工智慧市场规模研究，按应用（天气追踪、精准农业、无人机分析）按部署（云端、本地、混合）和 2022-2032 年区域预测

2023年，全球农业人工智慧市场价值约为17.532亿美元，预计在2024-2032年预测期内将以超过26.21%的健康成长率成长。农业人工智慧包括采用机器学习演算法、电脑视觉、机器人技术和其他人工智慧技术来改善农业生产、资源管理、作物健康监测、任务自动化和数据驱动决策。农业中的人工智慧旨在提高农业的效率、产量和永续性，同时降低成本和不利的环境影响。此外，无人机分析的不断整合正在引起全球农业市场人工智慧的关注。配备摄影机和感测器的无人机可以收集大片农业区域的高解析度影像和资料。然后，人工智慧演算法可以分析这些资料，为农民提供有关作物健康、营养水平、水分压力、虫害和其他因素的宝贵见解。

全球农业市场中的人工智慧是由对精准农业技术的需求不断增长以及世界各地农场内无人机（UAV）的使用增加所推动的。精准农业技术简化了农场运作并提高了整体效率。透过自动化田间监测、灌溉调度和害虫检测等重复性任务，人工智慧技术减少了对体力劳动的需求，使农民能够将精力集中在更具策略性的活动上。此外，无人机还可以为农民提供有关其田地的详细即时信息，从而实现精准农业。人工智慧演算法可以分析无人机收集的资料，创建详细的农场地图和模型，识别变化区域并优化输入应用。然而，人工智慧在农业中的部署成本高昂以及资料收集缺乏标准化将阻碍2022-2032年预测期内市场的整体需求。

全球农业人工智慧市场研究考虑的关键区域包括亚太地区、北美、欧洲、拉丁美洲和世界其他地区。 2023年，由于越来越多地采用人工智慧技术来提高整个地区的农业生产力等因素，就收入而言，北美是最大的地区市场。人工智慧驱动的系统透过提供作物状况的即时监测和分析，帮助农民优化水、肥料和农药等投入品的使用。此外，另一方面，亚太地区的市场预计在预测期内将以最快的速度成长。

目录

第一章：全球农业人工智慧市场定义与研究假设

• 研究目的
• 市场定义
• 研究假设
  • 包容与排除
  • 限制
  • 供给侧分析
    • 可用性
    • 基础设施
    • 监管环境
    • 市场竞争
    • 经济可行性（消费者的角度）
  • 需求面分析
    • 监理框架
    • 技术进步
    • 环境考虑
    • 消费者意识和接受度
• 估算方法
• 研究考虑的年份
• 货币兑换率

第 2 章：执行摘要

• 全球农业人工智慧市场规模及预测（2022-2032）
• 区域概要
• 分部摘要
  • 按申请
  • 按部署
• 主要趋势
• 经济衰退的影响
• 分析师推荐与结论

第 3 章：全球人工智慧农业市场动态

• 市场驱动因素
• 市场挑战
• 市场机会

第 4 章：全球农业市场人工智慧：产业分析

• 波特的五力模型
  • 供应商的议价能力
  • 买家的议价能力
  • 新进入者的威胁
  • 替代品的威胁
  • 竞争竞争
  • 波特五力模型的未来方法
  • 波特的五力影响分析
• PESTEL分析
  • 政治的
  • 经济的
  • 社会的
  • 技术性
  • 环境的
  • 合法的
• 顶级投资机会
• 最佳制胜策略
• 颠覆性趋势
• 产业专家视角
• 分析师推荐与结论

第 5 章：2022-2032 年全球农业人工智慧市场规模及应用预测

• 天气追踪
• 精耕
• 无人机分析

第 6 章：2022-2032 年全球农业人工智慧市场规模及部署预测

• 云
• 本地部署
• 杂交种

第 7 章：2022-2032 年全球农业人工智慧市场规模及地区预测

• 北美人工智慧农业市场
  • 美国人工智慧农业市场
    • 2022-2032 年应用细分规模与预测
    • 2022-2032 年部署细分规模与预测
  • 加拿大人工智慧农业市场
• 欧洲人工智慧农业市场
  • 英国人工智慧农业市场
  • 德国人工智慧农业市场
  • 法国人工智慧农业市场
  • 西班牙人工智慧农业市场
  • 义大利人工智慧农业市场
  • 欧洲其他地区农业市场中的人工智慧
• 亚太地区人工智慧农业市场
  • 中国人工智慧农业市场
  • 印度人工智慧农业市场
  • 日本人工智慧农业市场
  • 澳洲人工智慧农业市场
  • 韩国人工智慧农业市场
  • 亚太地区其他地区农业市场的人工智慧
• 拉丁美洲农业市场的人工智慧
  • 巴西农业市场人工智慧
  • 墨西哥农业市场人工智慧
  • 拉丁美洲其他地区农业市场中的人工智慧
• 中东和非洲农业市场的人工智慧
  • 沙乌地阿拉伯人工智慧农业市场
  • 南非人工智慧农业市场
  • 中东和非洲其他地区农业市场中的人工智慧

第 8 章：竞争情报

• 重点企业SWOT分析
• 顶级市场策略
• 公司简介
  • Microsoft Corporation
  • 关键讯息
  • 概述
  • 财务（视数据可用性而定）
  • 产品概要
  • 市场策略
  • 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：研究过程

• 研究过程
  • 资料探勘
  • 分析
  • 市场预测
  • 验证
  • 出版
• 研究属性

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)