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市场调查报告书
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1421597

农业市场中的人工智慧、份额、规模、趋势、产业分析报告：按技术、按应用、按组件、按地区、按细分市场、预测，2024-2032 年

Artificial Intelligence in Agriculture Market Share, Size, Trends, Industry Analysis Report, By Technology ; By Application; By Component; By Region; Segment Forecast, 2024 - 2032
出版日期: | 出版商: Polaris Market Research | 英文 114 Pages | 商品交期: 最快1-2个工作天内

价格

根据 Polaris Market Research 的最新研究，到 2032 年，全球农业人工智慧市场预计将达到 119.6 亿美元。 该报告提供了对当前市场动态的详细见解，并对未来市场成长进行了分析。

农业中的人工智慧方法可提高生产力和作物产量。 因此，农业公司正在拥抱人工智慧技术，尤其是基于预测分析的技术。 人工智慧应用和技术正在为害虫防治、种植更健康的作物、土壤监测以及食品供应链内各种营运的整体优化做出贡献。 农业部门正在逐步采用人工智慧，利用农场数据分析来提高作物品质和准确性。

此外，自动化与农业的整合在资源分配中发挥关键作用，包括分配肥料和水、确定理想播种日期和检测杂草，从而需要人工智慧解决方案。这激励着我。 该技术还可以利用历史长期天气记录、生产数据、商品价格预测、种子详细资讯和各种其他输入来帮助提出播种建议。 人工智慧驱动的应用程式具有多种优势，促使许多科技巨头和新创公司创建物联网设备，促进人工智慧应用在农业中的广泛实施。

采用人工智慧技术的部分原因是缺乏可用于农业工作的熟练劳动力。 年轻一代对农业部门的兴趣下降也加剧了劳动力短缺。 因此，私人和公共组织都在迅速投资基于人工智慧的自动化系统，以应对劳动力短缺的挑战。 许多人口老化的国家正在转向这些技术来缓解农业劳动力短缺。 这些挑战预计将为市场带来许多成长机会。

此外，国家医学图书馆 2021 年 6 月发表的一项研究强调了冠状动脉疾病 (CAD) 对全球健康的重大影响。 光是 CAD 每年就导致约 61 万人死亡，占估计死亡人数的四分之一，是美国的第一大死因。 随着 CAD 盛行率的增加，农业设备对有效人工智慧的需求不断增长，以满足这一紧迫的医疗需求。 因此，预计这一因素将在预测期内推动农业人工智慧的需求。

农业市场人工智慧报告亮点

  • 到 2022 年，预测分析（人工智慧的一个组成部分）将使用历史资料、机器学习演算法和统计技术来预测未来的事件和结果。 在农业领域，预测分析对于帮助农民优化营运、做出明智决策和有效管理风险变得越来越重要。 这些模型分析与作物产量、天气、土壤品质和其他相关因素相关的历史数据，并得出有价值的见解。
  • 在整个预测期内，软体领域占据着市场份额。 推动人工智慧软体在农业市场成长的关键因素之一是透过与农业机械无缝整合节省劳动力成本和即时数据收集。 云端中储存的大量数据以及分析工具使农民能够全面管理农业的各个方面。 该软体显着提高了农民有效应对不断变化的需求的能力。
  • 2022 年，精准农业领域占据了最大的收入份额。 几个关键因素正在支持该市场的扩张，包括提高用水效率、减少对化肥和农药的依赖以及即时收集不同作物特征。 物联网、机器学习、先进感测器和大数据分析等先进技术在确定土壤养分水平方面发挥关键作用，为提高农业生产力和维持土壤健康做出了重大贡献。
  • 2022 年，北美确立了其最大市场的主导地位。 北美农业部门正在全面采用人工智慧技术来提高生产力、简化资源配置并增强决策流程。 该地区在农业领域提供广泛的人工智慧应用，包括精准农业、遥感、作物监测、预测分析和自动化农业系统。 透过利用这项技术，农民可以提高作物产量、降低成本、管理风险并做出明智的、数据驱动的决策。

目录

第一章简介

第 2 章执行摘要

第三章研究方法

第四章全球农业人工智慧市场洞察

  • 农业人工智慧市场 - 应用概览
  • 人工智慧在农业市场动态中的应用
    • 推动者和机会
      • 人口成长与粮食需求增加推动市场成长
      • 熟练农业劳动力短缺正在推动人工智慧方法的采用
    • 抑制因素和挑战
      • 昂贵且缺乏经验的劳动力阻碍了市场成长
  • PESTEL 分析
  • 人工智慧市场在农业的应用趋势
  • 价值链分析
  • COVID-19 感染的影响分析

第五章全球农业人工智慧市场：依技术分类

  • 主要调查结果
  • 简介
  • 电脑视觉
  • 机器学习与深度学习
  • 预测分析

第六章全球农业人工智慧市场：按组成部分

  • 主要调查结果
  • 简介
  • 服务
  • 软体
  • 硬体

第七章全球农业人工智慧市场：依应用分类

  • 主要调查结果
  • 简介
  • 精准农业
  • 农业机器人
  • 牲畜监测
  • 无人机分析

第 8 章全球农业人工智慧市场：按地区划分

  • 主要调查结果
  • 简介
    • 人工智慧在农业市场评估中的应用（按地区），2019-2032 年
  • 农业人工智慧市场 - 北美
    • 北美：农业人工智慧市场（按技术），2019-2032 年
    • 北美：2019-2032 年农业人工智慧市场（按应用）
    • 北美：2019-2032 年农业市场人工智慧（按组成部分）
    • 农业人工智慧市场 - 美国
    • 农业人工智慧市场 - 加拿大
  • 农业人工智慧市场 - 欧洲
    • 欧洲：农业人工智慧市场（按技术），2019-2032 年
    • 欧洲：农业人工智慧市场（按应用），2019-2032 年
    • 欧洲：2019-2032 年农业人工智慧市场（按组成部分）
    • 农业人工智慧市场 - 英国
    • 农业人工智慧市场 - 法国
    • 农业人工智慧市场 - 德国
    • 农业人工智慧市场 - 义大利
    • 农业人工智慧市场 - 西班牙
    • 农业人工智慧市场 - 荷兰
    • 农业人工智慧市场 - 俄罗斯
  • 亚太地区农业人工智慧市场
    • 亚太地区：农业人工智慧市场（按技术），2019-2032 年
    • 亚太地区：农业人工智慧市场（按应用），2019-2032 年
    • 亚太地区：2019-2032 年农业人工智慧市场（按组成部分）
    • 农业人工智慧市场 - 中国
    • 农业人工智慧市场 - 印度
    • 农业人工智慧市场 - 马来西亚
    • 农业人工智慧市场 - 日本
    • 农业人工智慧市场 - 印度尼西亚
    • 农业人工智慧市场 - 韩国
  • 农业人工智慧市场 - 中东和非洲
    • 中东与非洲：农业人工智慧市场（按技术），2019-2032 年
    • 中东与非洲：2019-2032 年农业人工智慧市场（按应用）
    • 中东和非洲：2019-2032 年农业人工智慧市场（按组成部分）
    • 农业人工智慧市场 - 沙乌地阿拉伯
    • 农业人工智慧市场 - 阿拉伯联合大公国
    • 农业人工智慧市场 - 以色列
    • 农业人工智慧市场 - 南非
  • 农业人工智慧市场 - 拉丁美洲
    • 拉丁美洲：农业人工智慧市场（按技术），2019-2032 年
    • 拉丁美洲：农业人工智慧市场，按应用划分，2019-2032 年
    • 拉丁美洲：农业市场中的人工智慧，按组成部分，2019-2032 年
    • 农业人工智慧市场 - 墨西哥
    • 农业人工智慧市场 - 巴西
    • 农业人工智慧市场 - 阿根廷

第九章竞争态势

  • 扩张与收购分析
    • 放大
    • 收购
  • 伙伴关係/协作/协议/揭露

第十章公司简介

  • AgEagle Aerial Systems Inc.
  • aWhere Inc.
  • Deere & Company
  • Descartes Labs, Inc.
  • ec2ce
  • GAMAYA
  • Granular, Inc.
  • IBM Corporation
  • Microsoft
  • PrecisionHawk
  • Prospera Technologies
  • Taranis
  • The Climate Corporation
  • Tule Technologies Inc.weLLgo Medical Products GmbH
  • VineView
Product Code: PM3922

The global artificial intelligence in agriculture market size is expected to reach USD 11.96 billion by 2032, according to a new study by Polaris Market Research. The report "Artificial Intelligence in Agriculture Market Share, Size, Trends, Industry Analysis Report, By Technology (Computer Vision, Machine Learning & Deep Learning, and Predictive Analytics); By Application; By Component; By Region; Segment Forecast, 2024 - 2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.

Artificial intelligence methods in agriculture enhance productivity and crop yields. Consequently, agribusiness companies are embracing AI technologies, particularly those based on predictive analytics. AI applications and techniques contribute to pest control, the cultivation of healthier crops, soil monitoring, and the overall optimization of various tasks within the food supply chain. The agriculture sector is progressively incorporating artificial intelligence to enhance the quality and precision of harvests by leveraging farm data analysis.

Moreover, the integration of automation into agriculture plays a pivotal role in resource allocation, involving fertilizers and water distribution, identifying the ideal sowing dates, and weed detection, thus spurring the need for artificial intelligence solutions. This technology further assists in making seed-sowing recommendations by leveraging historical long-term weather records, production data, forecasts for commodity pricing, seed details, and various other inputs. The manifold advantages of AI-driven applications are inspiring numerous technology giants and startups to create IoT-enabled devices, facilitating the widespread implementation of AI applications in agriculture.

The adoption of artificial intelligence techniques is driven, in part, by the scarcity of skilled labor available for agricultural tasks. The diminishing interest of younger generations in the agricultural sector contributes to this labor shortage. Consequently, both private and public entities are making swift investments in AI-based automation systems to counter the labor scarcity challenge. Many countries with aging populations are inclined to embrace such technologies to mitigate the workforce shortage in agriculture. These challenges are anticipated to create numerous growth opportunities for the market.

Additionally, a study published in the National Library of Medicine in June 2021 highlighted the significant impact of coronary artery disease (CAD) on global health. CAD alone is responsible for approximately 610,000 deaths annually, accounting for an estimated one in four deaths and making it the foremost cause of mortality in the United States. With the incidence of CAD rising, there is a growing demand for effective Artificial Intelligence in Agriculture devices to address this pressing medical need. Consequently, this factor is projected to drive the demand for Artificial Intelligence in Agricultures throughout the forecast period.

Artificial Intelligence in Agriculture Market Report Highlights

  • In 2022, Predictive analytics, a component of AI, utilizes historical data, machine learning algorithms, and statistical techniques to predict future events or outcomes. In the agricultural sphere, predictive analytics is becoming increasingly significant as it assists farmers in optimizing their operations, making well-informed decisions, and managing risks effectively. These models analyze historical data related to crop yields, weather conditions, soil quality, and other relevant factors to extract valuable insights.
  • The software segment dominated the market share throughout the forecast period. One of the primary factors driving the growth of AI software in the agricultural market is its seamless integration with farming machinery, resulting in labor cost savings and real-time data collection. The substantial volume of data stored in the cloud, along with analytical tools, enables farmers to comprehensively manage all aspects of farming. This software notably enhances farmers' ability to respond effectively to changing demands.
  • In 2022, the Precision farming segment secured the largest share of revenue. Several pivotal factors underpin the expansion of this market, encompassing heightened water efficiency, diminished reliance on fertilizers and pesticides, and the real-time gathering of diverse crop characteristics. Advanced technologies like IoT, machine learning, sophisticated sensors, and big data analytics play a crucial role in discerning soil nutrient levels, making a substantial contribution to the enhancement of agricultural productivity and the preservation of soil health.
  • In 2022, North America asserted its dominance as the largest market. The agricultural sector in North America is wholeheartedly adopting AI technology to boost productivity, streamline resource allocation, and enhance decision-making processes. The region offers a wide array of AI applications in agriculture, including precision farming, remote sensing, crop monitoring, predictive analytics, and automated farming systems. Through the utilization of this technology, farmers can improve crop yields, reduce costs, manage risks, and make well-informed, data-driven decisions
  • The global key market players include: Companies such as AgEagle Aerial Systems Inc., aWhere Inc., Deere & Company, Descartes Labs, Inc., ec2ce, GAMAYA, Granular, Inc., IBM Corporation, Microsoft, PrecisionHawk, Prospera Technologies, Taranis, The Climate Corporation, Tule Technologies Inc., VineView.

Polaris Market Research has segmented the Artificial Intelligence in Agriculture market report based on technology, application, component, and region:

Artificial Intelligence in Agriculture, Technology Outlook (Revenue - USD Billion, 2019 - 2032)

  • Computer Vision
  • Machine Learning & Deep Learning
  • Predictive Analytics

Artificial Intelligence in Agriculture, Application Outlook (Revenue - USD Billion, 2019 - 2032)

  • Precision Farming
  • Agriculture Robots
  • Livestock Monitoring
  • Drone Analytics

Artificial Intelligence in Agriculture, Component Outlook (Revenue - USD Billion, 2019 - 2032)

  • Services
  • Software
  • Hardware

Artificial Intelligence in Agriculture, Regional Outlook (Revenue - USD Billion, 2019 - 2032)

  • North America
  • U.S.
  • Canada
  • Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • Russia
  • Netherlands
  • Asia Pacific
  • China
  • India
  • Japan
  • South Korea
  • Indonesia
  • Malaysia
  • Latin America
  • Argentina
  • Brazil
  • Mexico
  • Middle East & Africa
  • UAE
  • Saudi Arabia
  • Israel
  • South Africa

Table of Contents

1. Introduction

  • 1.1. Report Description
    • 1.1.1. Objectives of the Study
    • 1.1.2. Market Scope
    • 1.1.3. Assumptions
  • 1.2. Stakeholders

2. Executive Summary

  • 2.1. Market Highlights

3. Research Methodology

  • 3.1. Overview
    • 3.1.1. Data Mining
  • 3.2. Data Sources
    • 3.2.1. Primary Sources
    • 3.2.2. Secondary Sources

4. Global Artificial Intelligence in Agriculture Market Insights

  • 4.1. Artificial Intelligence in Agriculture Market - Application Snapshot
  • 4.2. Artificial Intelligence in Agriculture Market Dynamics
    • 4.2.1. Drivers and Opportunities
      • 4.2.1.1. Rising population and increased food requirements Facilitate Market Growth
      • 4.2.1.2. The scarcity of proficient agricultural laborers serves as a driving force for the implementation of artificial intelligence methods
    • 4.2.2. Restraints and Challenges
      • 4.2.2.1. Expensive and inexperienced workforce hinders the growth of market
  • 4.3. Porter's Five Forces Analysis
    • 4.3.1. Bargaining Power of Suppliers (Moderate)
    • 4.3.2. Threats of New Entrants: (Low)
    • 4.3.3. Bargaining Power of Buyers (Moderate)
    • 4.3.4. Threat of Substitute (Moderate)
    • 4.3.5. Rivalry among existing firms (High)
  • 4.4. PESTEL Analysis
  • 4.5. Artificial Intelligence in Agriculture Market Application Trends
  • 4.6. Value Chain Analysis
  • 4.7. COVID-19 Impact Analysis

5. Global Artificial Intelligence in Agriculture Market, by Technology

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • 5.3. Computer Vision
    • 5.3.1. Global Artificial Intelligence in Agriculture Market, by Computer Vision, by Region, 2019-2032 (USD Billion)
  • 5.4. Machine Learning & Deep Learning
    • 5.4.1. Global Artificial Intelligence in Agriculture Market, by Machine Learning & Deep Learning, by Region, 2019-2032 (USD Billion)
  • 5.5. Predictive Analytics
    • 5.5.1. Global Artificial Intelligence in Agriculture Market, by Predictive Analytics, by Region, 2019-2032 (USD Billion)

6. Global Artificial Intelligence in Agriculture Market, by Component

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • 6.3. Services
    • 6.3.1. Global Artificial Intelligence in Agriculture Market, by Services, by Region, 2019-2032 (USD Billion)
  • 6.4. Software
    • 6.4.1. Global Artificial Intelligence in Agriculture Market, by Software, by Region, 2019-2032 (USD Billion)
  • 6.5. Hardware
    • 6.5.1. Global Artificial Intelligence in Agriculture Market, by Hardware, by Region, 2019-2032 (USD Billion)

7. Global Artificial Intelligence in Agriculture Market, by Application

  • 7.1. Key Findings
  • 7.2. Introduction
    • 7.2.1. Global Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • 7.3. Precision Farming
    • 7.3.1. Global Artificial Intelligence in Agriculture Market, by Precision Farming, By Region, 2019-2032 (USD Billion)
  • 7.4. Agriculture Robots
    • 7.4.1. Global Artificial Intelligence in Agriculture Market, by Agriculture Robots, By Region, 2019-2032 (USD Billion)
  • 7.5. Livestock Monitoring
    • 7.5.1. Global Artificial Intelligence in Agriculture Market, by Livestock Monitoring, By Region, 2019-2032 (USD Billion)
  • 7.6. Drone Analytics
    • 7.6.1. Global Artificial Intelligence in Agriculture Market, by Drone Analytics, By Region, 2019-2032 (USD Billion)

8. Global Artificial Intelligence in Agriculture Market, by Geography

  • 8.1. Key findings
  • 8.2. Introduction
    • 8.2.1. Artificial Intelligence in Agriculture Market Assessment, By Geography, 2019-2032 (USD Billion)
  • 8.3. Artificial Intelligence in Agriculture Market - North America
    • 8.3.1. North America: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
    • 8.3.2. North America: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
    • 8.3.3. North America: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.3.4. Artificial Intelligence in Agriculture Market - U.S.
      • 8.3.4.1. U.S.: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.3.4.2. U.S.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.3.4.3. U.S.: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.3.5. Artificial Intelligence in Agriculture Market - Canada
      • 8.3.5.1. Canada: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.3.5.2. Canada.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.3.5.3. Canada: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • 8.4. Artificial Intelligence in Agriculture Market - Europe
    • 8.4.1. Europe: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
    • 8.4.2. Europe.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
    • 8.4.3. Europe: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.4.4. Artificial Intelligence in Agriculture Market - UK
      • 8.4.4.1. UK: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.4.4.2. UK.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.4.4.3. UK: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.4.5. Artificial Intelligence in Agriculture Market - France
      • 8.4.5.1. France: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.4.5.2. France.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.4.5.3. France: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.4.6. Artificial Intelligence in Agriculture Market - Germany
      • 8.4.6.1. Germany: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.4.6.2. Germany.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.4.6.3. Germany: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.4.7. Artificial Intelligence in Agriculture Market - Italy
      • 8.4.7.1. Italy: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.4.7.2. Italy.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.4.7.3. Italy: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.4.8. Artificial Intelligence in Agriculture Market - Spain
      • 8.4.8.1. Spain: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.4.8.2. Spain.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.4.8.3. Spain: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.4.9. Artificial Intelligence in Agriculture Market - Netherlands
      • 8.4.9.1. Netherlands: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.4.9.2. Netherlands.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.4.9.3. Netherlands: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.4.10. Artificial Intelligence in Agriculture Market - Russia
      • 8.4.10.1. Russia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.4.10.2. Russia.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.4.10.3. Russia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • 8.5. Artificial Intelligence in Agriculture Market - Asia Pacific
    • 8.5.1. Asia Pacific: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
    • 8.5.2. Asia Pacific.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
    • 8.5.3. Asia Pacific: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.5.4. Artificial Intelligence in Agriculture Market - China
      • 8.5.4.1. China: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.5.4.2. China.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.5.4.3. China: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.5.5. Artificial Intelligence in Agriculture Market - India
      • 8.5.5.1. India: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.5.5.2. India.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.5.5.3. India: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.5.6. Artificial Intelligence in Agriculture Market - Malaysia
      • 8.5.6.1. Malaysia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.5.6.2. Malaysia.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.5.6.3. Malaysia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.5.7. Artificial Intelligence in Agriculture Market - Japan
      • 8.5.7.1. Japan: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.5.7.2. Japan.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.5.7.3. Japan: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.5.8. Artificial Intelligence in Agriculture Market - Indonesia
      • 8.5.8.1. Indonesia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.5.8.2. Indonesia.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.5.8.3. Indonesia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.5.9. Artificial Intelligence in Agriculture Market - South Korea
      • 8.5.9.1. South Korea: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.5.9.2. South Korea.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.5.9.3. South Korea: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • 8.6. Artificial Intelligence in Agriculture Market - Middle East & Africa
    • 8.6.1. Middle East & Africa: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
    • 8.6.2. Middle East & Africa.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
    • 8.6.3. Middle East & Africa: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.6.4. Artificial Intelligence in Agriculture Market - Saudi Arabia
      • 8.6.4.1. Saudi Arabia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.6.4.2. Saudi Arabia.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.6.4.3. Saudi Arabia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.6.5. Artificial Intelligence in Agriculture Market - UAE
      • 8.6.5.1. UAE: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.6.5.2. UAE.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.6.5.3. UAE: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.6.6. Artificial Intelligence in Agriculture Market - Israel
      • 8.6.6.1. Israel: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.6.6.2. Israel.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.6.6.3. Israel: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.6.7. Artificial Intelligence in Agriculture Market - South Africa
      • 8.6.7.1. South Africa: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.6.7.2. South Africa.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.6.7.3. South Africa: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • 8.7. Artificial Intelligence in Agriculture Market - Latin America
    • 8.7.1. Latin America: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
    • 8.7.2. Latin America.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
    • 8.7.3. Latin America: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.7.4. Artificial Intelligence in Agriculture Market - Mexico
      • 8.7.4.1. Mexico: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.7.4.2. Mexico.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.7.4.3. Mexico: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.7.5. Artificial Intelligence in Agriculture Market - Brazil
      • 8.7.5.1. Brazil: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.7.5.2. Brazil.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.7.5.3. Brazil: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
    • 8.7.6. Artificial Intelligence in Agriculture Market - Argentina
      • 8.7.6.1. Argentina: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
      • 8.7.6.2. Argentina.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
      • 8.7.6.3. Argentina: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)

9. Competitive Landscape

  • 9.1. Expansion and Acquisition Analysis
    • 9.1.1. Expansion
    • 9.1.2. Acquisitions
  • 9.2. Partnerships/Collaborations/Agreements/Exhibitions

10. Company Profiles

  • 10.1. AgEagle Aerial Systems Inc.
    • 10.1.1. Company Overview
    • 10.1.2. Financial Performance
    • 10.1.3. Product Benchmarking
    • 10.1.4. Recent Development
  • 10.2. aWhere Inc.
    • 10.2.1. Company Overview
    • 10.2.2. Financial Performance
    • 10.2.3. Product Benchmarking
    • 10.2.4. Recent Development
  • 10.3. Deere & Company
    • 10.3.1. Company Overview
    • 10.3.2. Financial Performance
    • 10.3.3. Product Benchmarking
    • 10.3.4. Recent Development
  • 10.4. Descartes Labs, Inc.
    • 10.4.1. Company Overview
    • 10.4.2. Financial Performance
    • 10.4.3. Product Benchmarking
    • 10.4.4. Recent Development
  • 10.5. ec2ce
    • 10.5.1. Company Overview
    • 10.5.2. Financial Performance
    • 10.5.3. Product Benchmarking
    • 10.5.4. Recent Development
  • 10.6. GAMAYA
    • 10.6.1. Company Overview
    • 10.6.2. Financial Performance
    • 10.6.3. Product Benchmarking
    • 10.6.4. Recent Development
  • 10.7. Granular, Inc.
    • 10.7.1. Company Overview
    • 10.7.2. Financial Performance
    • 10.7.3. Product Benchmarking
    • 10.7.4. Recent Development
  • 10.8. IBM Corporation
    • 10.8.1. Company Overview
    • 10.8.2. Financial Performance
    • 10.8.3. Product Benchmarking
    • 10.8.4. Recent Development
  • 10.9. Microsoft
    • 10.9.1. Company Overview
    • 10.9.2. Financial Performance
    • 10.9.3. Product Benchmarking
    • 10.9.4. Recent Development
  • 10.10. PrecisionHawk
    • 10.10.1. Company Overview
    • 10.10.2. Financial Performance
    • 10.10.3. Product Benchmarking
    • 10.10.4. Recent Development
  • 10.11. Prospera Technologies
    • 10.11.1. Company Overview
    • 10.11.2. Financial Performance
    • 10.11.3. Product Benchmarking
    • 10.11.4. Recent Development
  • 10.12. Taranis
    • 10.12.1. Company Overview
    • 10.12.2. Financial Performance
    • 10.12.3. Product Benchmarking
    • 10.12.4. Recent Development
  • 10.13. The Climate Corporation
    • 10.13.1. Company Overview
    • 10.13.2. Financial Performance
    • 10.13.3. Product Benchmarking
    • 10.13.4. Recent Development
  • 10.14. Tule Technologies Inc.weLLgo Medical Products GmbH
    • 10.14.1. Company Overview
    • 10.14.2. Financial Performance
    • 10.14.3. Product Benchmarking
    • 10.14.4. Recent Development
  • 10.15. VineView
    • 10.15.1. Company Overview
    • 10.15.2. Financial Performance
    • 10.15.3. Product Benchmarking
    • 10.15.4. Recent Development

List of Tables

  • Table 1 Global Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 2 Global Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 3 Global Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 4 Artificial Intelligence in Agriculture Market Assessment, By Geography, 2019-2032 (USD Billion)
  • Table 5 North America: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 6 North America: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 7 North America: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 8 U.S.: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 9 U.S.: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 10 U.S.: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 11 Canada: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 12 Canada: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 13 Canada: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 14 Europe: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 15 Europe: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 16 Europe: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 17 UK: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 18 UK: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 19 UK: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 20 France: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 21 France: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 22 France: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 23 Germany: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 24 Germany: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 25 Germany: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 26 Italy: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 27 Italy: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 28 Italy: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 29 Spain: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 30 Spain: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 31 Spain: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 32 Netherlands: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 33 Netherlands: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 34 Netherlands: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 35 Russia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 36 Russia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 37 Russia: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 38 Asia Pacific: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 39 Asia Pacific: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 40 Asia Pacific: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 41 China: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 42 China: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 43 China: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 44 India: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 45 India: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 46 India: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 47 Malaysia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 48 Malaysia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 49 Malaysia: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 50 Japan: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 51 Japan: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 52 Japan: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 53 Indonesia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 54 Indonesia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 55 Indonesia: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 56 South Korea: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 57 South Korea: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 58 South Korea: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 59 Middle East & Africa: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 60 Middle East & Africa: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 61 Middle East & Africa: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 62 Saudi Arabia: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 63 Saudi Arabia: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 64 Saudi Arabia: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 65 UAE: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 66 UAE: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 67 UAE: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 68 Israel: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 69 Israel: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 70 Israel: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 71 South Africa: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 72 South Africa: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 73 South Africa: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 74 Latin America: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 75 Latin America: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 76 Latin America: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 77 Mexico: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 78 Mexico: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 79 Mexico: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 80 Brazil: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 81 Brazil: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 82 Brazil: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)
  • Table 83 Argentina: Artificial Intelligence in Agriculture Market, by Technology, 2019-2032 (USD Billion)
  • Table 84 Argentina: Artificial Intelligence in Agriculture Market, by Component, 2019-2032 (USD Billion)
  • Table 85 Argentina: Artificial Intelligence in Agriculture Market, by Application, 2019-2032 (USD Billion)

List of Figures

  • Figure 1. Global Artificial Intelligence in Agriculture Market, 2019-2032 (USD Billion)
  • Figure 2. Integrated Ecosystem
  • Figure 3. Research Methodology: Top-Down & Bottom-Up Approach
  • Figure 4. Market by Geography
  • Figure 5. Porter's Five Forces
  • Figure 6. Market by Component
  • Figure 7. Global Artificial Intelligence in Agriculture Market, by Component, 2022 & 2032 (USD Billion)
  • Figure 8. Market by Technology
  • Figure 9. Global Artificial Intelligence in Agriculture Market, by Technology, 2022 & 2032 (USD Billion)
  • Figure 10. Market by Application
  • Figure 11. Global Artificial Intelligence in Agriculture Market, by Application, 2022 & 2032 (USD Billion)
  • Figure 12. Artificial Intelligence in Agriculture Market Assessment, By Geography, 2019-2032 (USD Billion)
  • Figure 13. Strategic Analysis - Artificial Intelligence in Agriculture Market