サンプル依頼リスト カート
  • English
  • Korean
  • Traditional Chinese
  • Simplified Chinese
デフォルト表紙
市場調査レポート
商品コード
1421597

農業における人工知能市場、シェア、規模、動向、産業分析レポート：技術別、用途別、コンポーネント別、地域別、セグメント別予測、2024年～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: | 発行: Polaris Market Research | ページ情報: 英文 114 Pages | 納期: 即日から翌営業日

● お客様のご希望に応じて、既存データの加工や未掲載情報（例：国別セグメント）の追加などの対応が可能です。　 詳細はお問い合わせください。

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=156.76円
農業における人工知能市場、シェア、規模、動向、産業分析レポート：技術別、用途別、コンポーネント別、地域別、セグメント別予測、2024年～2032年
出版日: 2023年11月23日
発行: Polaris Market Research
ページ情報: 英文 114 Pages
納期: 即日から翌営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

Polaris Market Researchの最新調査によると、農業における人工知能の世界市場規模は2032年までに119億6,000万米ドルに達する見込みです。このレポートは、現在の市場力学を詳細に洞察し、将来の市場成長に関する分析を提供しています。

農業における人工知能の手法は、生産性と作物の収量を向上させる。その結果、農業関連企業はAI技術、特に予測分析に基づく技術を取り入れています。AIの用途と技術は、害虫駆除、より健康的な作物の栽培、土壌モニタリング、フードサプライチェーン内の様々な作業の全体最適化に貢献しています。農業部門は、農場データ分析を活用して収穫物の品質と精度を高めるために、人工知能を徐々に取り入れています。

さらに、農業への自動化の統合は、肥料や水の分配、理想的な播種日の特定、雑草の検出を含む資源配分において極めて重要な役割を果たすため、人工知能ソリューションの必要性に拍車をかけています。この技術はさらに、過去の長期的な気象記録、生産データ、商品価格の予測、種子の詳細、その他さまざまなインプットを活用することで、種まきの推奨を支援します。AI駆動型用途の多様な利点は、多くの技術大手や新興企業にIoT対応デバイスの作成を促し、農業におけるAI用途の広範な実装を促進しています。

人工知能技術の採用は、農業作業に使える熟練労働者の不足が一因となっています。若い世代の農業分野への関心が低下していることも、この労働力不足に拍車をかけています。その結果、労働力不足という課題に対抗するため、民間企業も公的機関もAIベースの自動化システムに迅速に投資しています。高齢化が進む多くの国々では、農業における労働力不足を緩和するため、こうした技術を取り入れる傾向にあります。こうした課題は、市場に多くの成長機会をもたらすと予想されます。

さらに、2021年6月にNational Library of Medicineに掲載された研究では、冠動脈疾患（CAD）が世界の健康に与える影響の大きさが強調されています。CADだけで年間約61万人が死亡しており、推定死亡者数の4人に1人を占め、米国における死亡原因の第1位となっています。CADの罹患率が上昇する中、この差し迫った医療ニーズに対処するため、農業機器における効果的な人工知能に対する需要が高まっています。その結果、この要因が予測期間を通じて農業における人工知能の需要を促進すると予測されます。

農業における人工知能市場レポートハイライト

  • 2022年、AIの一要素である予測分析は、過去のデータ、機械学習アルゴリズム、統計技術を利用して将来の出来事や結果を予測します。農業分野では、予測分析は、農家が作業を最適化し、十分な情報に基づいた意思決定を行い、リスクを効果的に管理するのを支援するため、ますます重要性を増しています。これらのモデルは、作物の収量、天候、土壌の質、その他の関連要因に関連する過去のデータを分析し、貴重な洞察を引き出します。
  • 予測期間を通じて市場シェアを独占したのはソフトウェアセグメントでした。農業市場におけるAIソフトウェアの成長を促進する主要要因の1つは、農業機械とのシームレスな統合による人件費の節約とリアルタイムのデータ収集です。クラウドに蓄積された大量のデータは分析ツールとともに、農家が農業のあらゆる側面を包括的に管理することを可能にします。このソフトウェアは、農家が変化する需要に効果的に対応する能力を著しく向上させる。
  • 2022年には、精密農業分野が最大の収益シェアを確保しました。水効率の向上、肥料や農薬への依存度の低下、多様な作物の特性のリアルタイム収集など、いくつかの極めて重要な要因がこの市場の拡大を支えています。IoT、機械学習、高度なセンサー、ビッグデータ分析などの先進技術は、土壌の栄養レベルを見極める上で重要な役割を果たし、農業生産性の向上と土壌の健康維持に大きく貢献しています。
  • 2022年には、北米が最大市場としての優位性を主張しました。北米の農業部門は、生産性を高め、資源配分を合理化し、意思決定プロセスを強化するためにAI技術を全面的に採用しています。同地域は、精密農業、リモートセンシング、作物モニタリング、予測分析、自動農業システムなど、農業における幅広いAI用途を提供しています。この技術を活用することで、農家は作物の収量を向上させ、コストを削減し、リスクを管理し、十分な情報に基づいたデータ主導の意思決定を行うことができます。

目次

第1章 イントロダクション

第2章 エグゼクティブサマリー

第3章 調査手法

第4章 世界の農業における人工知能市場の洞察

  • 農業における人工知能市場-用途のスナップショット
  • 農業市場力学における人工知能
    • 促進要因と機会
      • 人口の増加と食料需要の増加が市場の成長を促進
      • 熟練した農業労働者の不足が人工知能手法の導入の原動力となっている
    • 抑制要因と課題
      • 高価で経験の浅い労働力が市場の成長を妨げている
  • PESTEL分析
  • 農業における人工知能市場の応用動向
  • バリューチェーン分析
  • COVID-19感染症の影響分析

第5章 世界の農業における人工知能市場：技術別

  • 主要調査結果
  • イントロダクション
  • コンピュータビジョン
  • 機械学習と深層学習
  • 予測分析

第6章 世界の農業における人工知能市場：コンポーネント別

  • 主要調査結果
  • イントロダクション
  • サービス
  • ソフトウェア
  • ハードウェア

第7章 世界の農業における人工知能市場：用途別

  • 主要調査結果
  • イントロダクション
  • 精密農業
  • 農業ロボット
  • 家畜の監視
  • ドローン分析

第8章 世界の農業における人工知能市場：地域別

  • 主要調査結果
  • イントロダクション
    • 農業における人工知能市場の評価、地域別、2019～2032年
  • 農業における人工知能市場-北米
    • 北米：農業における人工知能市場、技術別、2019～2032年
    • 北米：農業における人工知能市場、用途別、2019～2032年
    • 北米：農業における人工知能市場、コンポーネント別、2019～2032年
    • 農業における人工知能市場-米国
    • 農業における人工知能市場-カナダ
  • 農業における人工知能市場-欧州
    • 欧州：農業における人工知能市場、技術別、2019～2032年
    • 欧州：農業における人工知能市場、用途別、2019～2032年
    • 欧州：農業における人工知能市場、コンポーネント別、2019～2032年
    • 農業における人工知能市場-英国
    • 農業における人工知能市場-フランス
    • 農業における人工知能市場-ドイツ
    • 農業における人工知能市場-イタリア
    • 農業における人工知能市場-スペイン
    • 農業における人工知能市場-オランダ
    • 農業における人工知能市場-ロシア
  • 農業における人工知能市場-アジア太平洋
    • アジア太平洋：農業における人工知能市場、技術別、2019～2032年
    • アジア太平洋：農業における人工知能市場、用途別、2019～2032年
    • アジア太平洋：農業における人工知能市場、コンポーネント別、2019～2032年
    • 農業における人工知能市場-中国
    • 農業における人工知能市場-インド
    • 農業における人工知能市場-マレーシア
    • 農業における人工知能市場-日本
    • 農業における人工知能市場-インドネシア
    • 農業における人工知能市場-韓国
  • 農業における人工知能市場-中東・アフリカ
    • 中東・アフリカ：農業における人工知能市場、技術別、2019～2032年
    • 中東・アフリカ：農業における人工知能市場、用途別、2019～2032年
    • 中東・アフリカ：農業における人工知能市場、コンポーネント別、2019～2032年
    • 農業における人工知能市場-サウジアラビア
    • 農業における人工知能市場-アラブ首長国連邦
    • 農業における人工知能市場-イスラエル
    • 農業における人工知能市場-南アフリカ
  • 農業における人工知能市場-ラテンアメリカ
    • ラテンアメリカ：農業における人工知能市場、技術別、2019～2032年
    • ラテンアメリカ：農業における人工知能市場、用途別、2019～2032年
    • ラテンアメリカ：農業における人工知能市場、コンポーネント別、2019～2032年
    • 農業における人工知能市場-メキシコ
    • 農業における人工知能市場-ブラジル
    • 農業における人工知能市場-アルゼンチン

第9章 競合情勢

  • 拡大と買収の分析
    • 拡大
    • 買収
  • 提携/協業/合意/公開

第10章 企業プロファイル

  • 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
図表

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
目次
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