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1421597

農業市場中的人工智慧、份額、規模、趨勢、產業分析報告：按技術、按應用、按組件、按地區、按細分市場、預測，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個工作天內

價格

根據 Polaris Market Research 的最新研究，到 2032 年，全球農業人工智慧市場預計將達到 119.6 億美元。 該報告提供了對當前市場動態的詳細見解，並對未來市場成長進行了分析。

農業中的人工智慧方法可提高生產力和作物產量。 因此，農業公司正在擁抱人工智慧技術，尤其是基於預測分析的技術。 人工智慧應用和技術正在為害蟲防治、種植更健康的作物、土壤監測以及食品供應鏈內各種營運的整體優化做出貢獻。 農業部門正在逐步採用人工智慧，利用農場數據分析來提高作物品質和準確性。

此外，自動化與農業的整合在資源分配中發揮關鍵作用，包括分配肥料和水、確定理想播種日期和檢測雜草，從而需要人工智慧解決方案。這激勵著我。 該技術還可以利用歷史長期天氣記錄、生產數據、商品價格預測、種子詳細資訊和各種其他輸入來幫助提出播種建議。 人工智慧驅動的應用程式具有多種優勢，促使許多科技巨頭和新創公司創建物聯網設備，促進人工智慧應用在農業中的廣泛實施。

採用人工智慧技術的部分原因是缺乏可用於農業工作的熟練勞動力。 年輕一代對農業部門的興趣下降也加劇了勞動力短缺。 因此，私人和公共組織都在迅速投資基於人工智慧的自動化系統，以應對勞動力短缺的挑戰。 許多人口老化的國家正在轉向這些技術來緩解農業勞動力短缺。 這些挑戰預計將為市場帶來許多成長機會。

此外，國家醫學圖書館 2021 年 6 月發表的一項研究強調了冠狀動脈疾病 (CAD) 對全球健康的重大影響。 光是 CAD 每年就導致約 61 萬人死亡，佔估計死亡人數的四分之一，是美國的第一大死因。 隨著 CAD 盛行率的增加，農業設備對有效人工智慧的需求不斷增長，以滿足這一緊迫的醫療需求。 因此，預計這一因素將在預測期內推動農業人工智慧的需求。

農業市場人工智慧報告亮點

  • 到 2022 年，預測分析（人工智慧的一個組成部分）將使用歷史資料、機器學習演算法和統計技術來預測未來的事件和結果。 在農業領域，預測分析對於幫助農民優化營運、做出明智決策和有效管理風險變得越來越重要。 這些模型分析與作物產量、天氣、土壤品質和其他相關因素相關的歷史數據，並得出有價值的見解。
  • 在整個預測期內，軟體領域佔據著市場份額。 推動人工智慧軟體在農業市場成長的關鍵因素之一是透過與農業機械無縫整合節省勞動力成本和即時數據收集。 雲端中儲存的大量數據以及分析工具使農民能夠全面管理農業的各個方面。 該軟體顯著提高了農民有效應對不斷變化的需求的能力。
  • 2022 年，精準農業領域佔據了最大的收入份額。 幾個關鍵因素正在支持該市場的擴張，包括提高用水效率、減少對化肥和農藥的依賴以及即時收集不同作物特徵。 物聯網、機器學習、先進感測器和大數據分析等先進技術在確定土壤養分水平方面發揮關鍵作用，為提高農業生產力和維持土壤健康做出了重大貢獻。
  • 2022 年，北美確立了其最大市場的主導地位。 北美農業部門正在全面採用人工智慧技術來提高生產力、簡化資源配置並增強決策流程。 該地區在農業領域提供廣泛的人工智慧應用，包括精準農業、遙感、作物監測、預測分析和自動化農業系統。 透過利用這項技術，農民可以提高作物產量、降低成本、管理風險並做出明智的、數據驅動的決策。

目錄

第一章簡介

第 2 章執行摘要

第三章研究方法

第四章全球農業人工智慧市場洞察

  • 農業人工智慧市場 - 應用概覽
  • 人工智慧在農業市場動態中的應用
    • 推動者和機會
      • 人口成長與糧食需求增加推動市場成長
      • 熟練農業勞動力短缺正在推動人工智慧方法的採用
    • 抑制因素和挑戰
      • 昂貴且缺乏經驗的勞動力阻礙了市場成長
  • PESTEL 分析
  • 人工智慧市場在農業的應用趨勢
  • 價值鏈分析
  • COVID-19 感染的影響分析

第五章全球農業人工智慧市場：依技術分類

  • 主要調查結果
  • 簡介
  • 電腦視覺
  • 機器學習與深度學習
  • 預測分析

第六章全球農業人工智慧市場：按組成部分

  • 主要調查結果
  • 簡介
  • 服務
  • 軟體
  • 硬體

第七章全球農業人工智慧市場：依應用分類

  • 主要調查結果
  • 簡介
  • 精準農業
  • 農業機器人
  • 牲畜監測
  • 無人機分析

第 8 章全球農業人工智慧市場：按地區劃分

  • 主要調查結果
  • 簡介
    • 人工智慧在農業市場評估中的應用（按地區），2019-2032 年
  • 農業人工智慧市場 - 北美
    • 北美：農業人工智慧市場（按技術），2019-2032 年
    • 北美：2019-2032 年農業人工智慧市場（按應用）
    • 北美：2019-2032 年農業市場人工智慧（按組成部分）
    • 農業人工智慧市場 - 美國
    • 農業人工智慧市場 - 加拿大
  • 農業人工智慧市場 - 歐洲
    • 歐洲：農業人工智慧市場（按技術），2019-2032 年
    • 歐洲：農業人工智慧市場（按應用），2019-2032 年
    • 歐洲：2019-2032 年農業人工智慧市場（按組成部分）
    • 農業人工智慧市場 - 英國
    • 農業人工智慧市場 - 法國
    • 農業人工智慧市場 - 德國
    • 農業人工智慧市場 - 義大利
    • 農業人工智慧市場 - 西班牙
    • 農業人工智慧市場 - 荷蘭
    • 農業人工智慧市場 - 俄羅斯
  • 亞太地區農業人工智慧市場
    • 亞太地區：農業人工智慧市場（按技術），2019-2032 年
    • 亞太地區：農業人工智慧市場（按應用），2019-2032 年
    • 亞太地區：2019-2032 年農業人工智慧市場（按組成部分）
    • 農業人工智慧市場 - 中國
    • 農業人工智慧市場 - 印度
    • 農業人工智慧市場 - 馬來西亞
    • 農業人工智慧市場 - 日本
    • 農業人工智慧市場 - 印度尼西亞
    • 農業人工智慧市場 - 韓國
  • 農業人工智慧市場 - 中東和非洲
    • 中東與非洲：農業人工智慧市場（按技術），2019-2032 年
    • 中東與非洲：2019-2032 年農業人工智慧市場（按應用）
    • 中東和非洲：2019-2032 年農業人工智慧市場（按組成部分）
    • 農業人工智慧市場 - 沙烏地阿拉伯
    • 農業人工智慧市場 - 阿拉伯聯合大公國
    • 農業人工智慧市場 - 以色列
    • 農業人工智慧市場 - 南非
  • 農業人工智慧市場 - 拉丁美洲
    • 拉丁美洲：農業人工智慧市場（按技術），2019-2032 年
    • 拉丁美洲：農業人工智慧市場，按應用劃分，2019-2032 年
    • 拉丁美洲：農業市場中的人工智慧，按組成部分，2019-2032 年
    • 農業人工智慧市場 - 墨西哥
    • 農業人工智慧市場 - 巴西
    • 農業人工智慧市場 - 阿根廷

第九章競爭態勢

  • 擴張與收購分析
    • 放大
    • 收購
  • 夥伴關係/協作/協議/揭露

第十章公司簡介

  • 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