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農業向けAIの世界市場レポート 2024

Artificial Intelligence (AI) In Agriculture Global Market Report 2024
出版日: 受注後更新 | 発行: The Business Research Company | ページ情報: 英文 175 Pages | 納期: 2～10営業日

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農業向けAIの世界市場レポート 2024
出版日: 受注後更新
発行: The Business Research Company
ページ情報: 英文 175 Pages
納期: 2～10営業日
  • 全表示
  • 概要
  • 目次
概要

農業向けAIの市場規模は、今後数年間で急激に成長すると予想されています。 2028年には23.0%の年間複合成長率（CAGR）で52億米ドルに成長すると予想されます。予測期間中に予想される成長は、モノのインターネット（IoT）の統合、AIアルゴリズムの強化、ドローンの採用増加、世界の食料需要の高まり、デジタル農業プラットフォームの利用、AI主導の作物育種、そして害虫駆除におけるAIによるものです。予測期間の主な動向には、衛星画像処理の進歩、スマート灌漑システム、サプライチェーン管理のためのブロックチェーンの導入、農業用ロボットの統合、マルチセンサーフュージョン、テクノロジー企業と農業組織間のコラボレーションが含まれます。

食料安全保障を確保するために食料生産を増やすことが不可欠であるため、農業向けAI市場の拡大が促進されると予想されます。食事のニーズを満たす食料の入手可能性、アクセスしやすさ、利用を含む食料安全保障は、活動的で健康的な生活を維持するために非常に重要です。AIは、農業プロセスの最適化、作物の収量の向上、気象パターン、土壌状態、作物の健康状態などの広範なデータセットの分析において極めて重要な役割を果たしています。 AIはリアルタイムの洞察と正確な推奨事項を提供することで、農家が灌漑、施肥、害虫管理、収穫に関して情報に基づいた意思決定を行えるように支援します。これにより、生産性が向上し、廃棄物が削減され、食料生産量が最大化され、世界の食料安全保障が強化されます。たとえば、2023年7月の時点で食糧農業機関は、世界の穀物生産量が月間0.2%増加して28億1,900万トンに達し、2022年から2023年には小麦の利用量が7億8,000万トンに増加すると予測していると報告しています。したがって、食料安全保障を確保するために食料生産を増やすことが不可欠であり、農業向けAI市場を推進する態勢が整っています。

AgTechとして知られる農業技術の台頭は、農業向けAI市場の成長の原動力になると予想されています。 AgTechには、技術革新、創造性、データ駆動型ソリューションを適用して、農業生産と管理のさまざまな側面を強化することが含まれます。農業技術にAIを組み込むことは、農業プロセスに革命をもたらし、農業プロセスをより効率的で持続可能にし、さまざまな課題に対する耐性を高める可能性があります。特に、2023年 8月の時点で、米国農務省は前年比3%増加し、32%の農場がインターネットを使用して農業資材を取得していると報告しました。このうち、51%がブロードバンド接続を利用し、75%が携帯電話のデータプランに依存していました。その結果、農業技術の台頭が農業向けAI市場の成長を促進しています。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

  • 高インフレが市場に与える影響
  • ウクライナ・ロシア戦争が市場に与える影響
  • COVID-19による市場への影響

第5章 世界市場規模と成長

  • 市場促進要因・市場抑制要因
    • 市場促進要因
    • 市場抑制要因
  • 市場規模と成長実績、2018～2023年
  • 市場規模と成長予測、2023～2028年、2033年

第6章 市場セグメンテーション

  • 農業向けAIの世界市場、コンポーネント別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • ハードウェア
  • ソフトウェア
  • サービス
  • 農業向けAIの世界市場、技術別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • 機械学習
  • 予測分析
  • コンピュータービジョン
  • 農業向けAIの世界市場、展開別セグメンテーション、実績および予測、2018-2023, 2023-2028年, 2033年
  • クラウド
  • オンプレミス
  • ハイブリッド
  • 農業向けAIの世界市場、アプリケーション別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • 精密農業
  • 農業用ロボット
  • 家畜モニタリング
  • ドローンアナリティクス
  • 労務管理
  • その他

第7章 地域および国の分析

  • 農業向けAIの世界市場、地域別、実績および予測、2018-2023、2023-2028年、2033年
  • 農業向けAIの世界市場、国別、実績および予測、2018-2023、2023-2028年、2033年

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

  • 農業向けAI市場の競合情勢
  • 農業向けAI市場の企業プロファイル
    • Google LLC
    • Microsoft Corporation
    • IBM Corporation
    • Bayer AG
    • John Deere

第31章 その他の大手および革新的な企業

  • Oracle Corporation
  • CNH Industrial NV
  • Wipro Limited.
  • Valmont Industries Inc.
  • Raven Industries Inc.
  • Climate LLC
  • Granular Inc.
  • Ag Leader Technology Inc.
  • FarmWise Labs Inc.
  • Taranis
  • Ceres Imaging
  • AgEagle Aerial Systems Inc.
  • PrecisionHawk
  • Descartes Labs Inc.
  • Farmobile LLC

第32章 競合ベンチマーキング

第33章 競合ダッシュボード

第34章 主要な合併と買収

第35章 将来の見通しと可能性の分析

第36章 付録

目次
Product Code: r14178

Artificial intelligence (AI) in agriculture involves the use of modern technology and machine learning algorithms to optimize agricultural operations and enhance farm output. AI applications in agriculture encompass crop monitoring and yield prediction, precision farming techniques, automated machinery and robots, disease and insect detection, and efficient resource management.

The main components of artificial intelligence (AI) in agriculture consist of hardware, software, and services. Hardware refers to the physical components and equipment employed in AI applications in agriculture, including sensors, robotics, and harvesting equipment. These devices are utilized for data collection, crop health monitoring, and automated harvesting operations. The technologies involved encompass machine learning, predictive analysis, and computer vision. These AI systems can be deployed in the cloud, on-premises, or through a hybrid infrastructure. The applications of AI in agriculture span precision farming, agriculture robots, livestock monitoring, drone analytics, labor management, and more.

The artificial intelligence (AI) in agriculture market research report is one of a series of new reports from The Business Research Company that provides artificial intelligence (AI) in agriculture market statistics, including artificial intelligence (AI) in agriculture industry global market size, regional shares, competitors with artificial intelligence (AI) in agriculture market share, detailed artificial intelligence (AI) in agriculture market segments, market trends, and opportunities, and any further data you may need to thrive in the artificial intelligence (AI) in agriculture industry. This artificial intelligence (AI) in agriculture market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The artificial intelligence (ai) in agriculture market size has grown exponentially in recent years. It will grow from $1.85 billion in 2023 to $2.27 billion in 2024 at a compound annual growth rate (CAGR) of 22.9%. The growth observed in the historic period can be attributed to the adoption of precision agriculture practices, increased availability of data, farm mechanization, the impact of climate change, and challenges related to labor shortages in the agriculture sector.

The artificial intelligence (ai) in agriculture market size is expected to see exponential growth in the next few years. It will grow to $5.2 billion in 2028 at a compound annual growth rate (CAGR) of 23.0%. The anticipated growth in the forecast period can be attributed to the integration of Internet of Things (IoT), enhanced AI algorithms, increased adoption of drones, the rising global demand for food, the utilization of digital agriculture platforms, AI-driven crop breeding, and AI in pest control. Major trends in the forecast period include advancements in satellite imaging, smart irrigation systems, the implementation of blockchain for supply chain management, integration of farm robots, multi-sensor fusion, and collaborations between technology companies and agricultural organizations.

The imperative for increased food production to ensure food security is anticipated to drive the expansion of the artificial intelligence (AI) in agriculture market. Food security, encompassing the availability, accessibility, and utilization of food that meets dietary needs, is crucial for maintaining an active and healthy life. Artificial intelligence plays a pivotal role in optimizing agricultural processes, enhancing crop yields, and analyzing extensive datasets, including weather patterns, soil conditions, and crop health. By providing real-time insights and precise recommendations, AI aids farmers in making informed decisions regarding irrigation, fertilization, pest management, and harvesting. This results in heightened productivity, reduced waste, maximized food output, and enhanced global food security. For example, as of July 2023, the Food and Agriculture Organization reported a 0.2% monthly increase in global cereal production, reaching 2,819 million tons, with wheat utilization projected to rise to 780 million tons in 2022-2023. Hence, the imperative for increased food production to ensure food security is poised to propel the artificial intelligence (AI) in agriculture market.

The ascent of agriculture technology, known as AgTech, is expected to be a driving force behind the growth of the artificial intelligence (AI) in agriculture market. AgTech involves applying technological innovations, creativity, and data-driven solutions to enhance various aspects of agricultural production and management. The incorporation of artificial intelligence into agriculture technology has the potential to revolutionize farming processes, making them more efficient, sustainable, and resilient to various challenges. Notably, as of August 2023, the United States Department of Agriculture reported a 3% year-on-year increase, with 32% of farms using the internet to acquire agricultural inputs. Among these, 51% utilized a broadband connection, while 75% relied on a cellular data plan. Consequently, the rise of agriculture technology is fostering the growth of the artificial intelligence (AI) in agriculture market.

Innovations in products represent a notable trend gaining traction in the artificial intelligence (AI) in agriculture market. Major companies within the market are dedicated to introducing advanced solutions to fortify their market positions. For instance, in November 2021, Iron Ox, a US-based company specializing in robotics and AI for agriculture, unveiled Grover-an autonomous mobile robot equipped with a differential drive system, multiple LiDAR sensors, and camera systems. Grover's design allows it to autonomously transport hydroponically fed plant modules across greenhouse chambers, demonstrating adaptability to various greenhouse environments and harsh conditions such as extreme temperatures and humidity.

Prominent companies operating in the artificial intelligence (AI) in agriculture market are channeling their efforts into pioneering technologies, including GPS guidance systems. A GPS guidance system utilizes signals from the Global Positioning System to provide precise navigation for vehicles or machinery operating in the field. In January 2022, Deere & Company, a US-based manufacturing company, introduced a fully autonomous tractor incorporating the 8R tractor, a TruSet-enabled chisel plow, GPS navigation, and innovative technology. Equipped with six pairs of stereo cameras for obstacle identification, the autonomous tractor employs a deep neural network for rapid image processing and decision-making, ensuring accurate and efficient field operations.

In November 2021, Fieldin Inc., a US-based digital agriculture company, acquired Midnight Robotics. The acquisition aimed to enhance Fieldin's farm management software by integrating Midnight Robotics' autonomous technology. This integration introduced autonomous driving capabilities to Fieldin's sensor-based farm management platform, contributing to increased efficiency in daily agricultural tasks. Midnight Robotics, specializing in AI-based autonomous driving technology for various agricultural applications, brings valuable expertise to Fieldin's capabilities.

Major companies operating in the artificial intelligence (ai) in agriculture market report are Google LLC, Microsoft Corporation, IBM Corporation, Bayer AG, John Deere, Oracle Corporation, CNH Industrial N.V., Wipro Limited., Valmont Industries Inc., Raven Industries Inc., Climate LLC, Granular Inc., Ag Leader Technology Inc., FarmWise Labs Inc., Taranis, Ceres Imaging, AgEagle Aerial Systems Inc., PrecisionHawk, Descartes Labs Inc., Farmobile LLC, AppHarvest, Farmers Edge Inc., Iron Ox, Prospera Technologies, aWhere Inc., Agribotix, Abundant Robotics, Agworld, Harvest Croo Robotics, Gamaya SA, Tule Technologies

North America was the largest region in the artificial intelligence (AI) in agriculture market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the artificial intelligence (ai) in agriculture market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa

The countries covered in the artificial intelligence (ai) in agriculture market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Italy, Spain, Canada.

The artificial intelligence (AI) in the agriculture market consists of revenues earned by entities by providing services such as precision agriculture, crop management, farm equipment automation, supply chain optimization, crop monitoring, and surveillance. The market value includes the value of related goods sold by the service provider or included within the service offering. The artificial intelligence (AI) in the agriculture market also includes sales of sensors, drones, robots, and satellites, which are used in providing artificial intelligence (AI) in agriculture services. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Artificial Intelligence (AI) In Agriculture Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on artificial intelligence (ai) in agriculture market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

  • Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
  • Understand how the market has been affected by the coronavirus and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
  • Create regional and country strategies on the basis of local data and analysis.
  • Identify growth segments for investment.
  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on the latest market shares.
  • Benchmark performance against key competitors.
  • Suitable for supporting your internal and external presentations with reliable high quality data and analysis
  • Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.

Where is the largest and fastest growing market for artificial intelligence (ai) in agriculture ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The artificial intelligence (ai) in agriculture market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of covid 19 on supply chains and consumption patterns.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:

  • 1) By Component: Hardware; Software; Services
  • 2) By Technology: Machine Learning; Predictive Analysis; Computer Vision
  • 3) By Deployment: Cloud; On-Premise; Hybrid
  • 4) By Application: Precision Framing; Agriculture Robots; Livestock Monitoring; Drone Analytics; Labor Management; Other Applications
  • Companies Mentioned: Google LLC; Microsoft Corporation; IBM Corporation; Bayer AG; John Deere
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Artificial Intelligence (AI) In Agriculture Market Characteristics

3. Artificial Intelligence (AI) In Agriculture Market Trends And Strategies

4. Artificial Intelligence (AI) In Agriculture Market - Macro Economic Scenario

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global Artificial Intelligence (AI) In Agriculture Market Size and Growth

  • 5.1. Global Artificial Intelligence (AI) In Agriculture Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Artificial Intelligence (AI) In Agriculture Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Artificial Intelligence (AI) In Agriculture Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Artificial Intelligence (AI) In Agriculture Market Segmentation

  • 6.1. Global Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Hardware
  • Software
  • Services
  • 6.2. Global Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Machine Learning
  • Predictive Analysis
  • Computer Vision
  • 6.3. Global Artificial Intelligence (AI) In Agriculture Market, Segmentation By Deployment, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Cloud
  • On-Premise
  • Hybrid
  • 6.4. Global Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Precision Framing
  • Agriculture Robots
  • Livestock Monitoring
  • Drone Analytics
  • Labor Management
  • Other Applications

7. Artificial Intelligence (AI) In Agriculture Market Regional And Country Analysis

  • 7.1. Global Artificial Intelligence (AI) In Agriculture Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Artificial Intelligence (AI) In Agriculture Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Artificial Intelligence (AI) In Agriculture Market

  • 8.1. Asia-Pacific Artificial Intelligence (AI) In Agriculture Market Overview
  • Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Artificial Intelligence (AI) In Agriculture Market

  • 9.1. China Artificial Intelligence (AI) In Agriculture Market Overview
  • 9.2. China Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Artificial Intelligence (AI) In Agriculture Market

  • 10.1. India Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Artificial Intelligence (AI) In Agriculture Market

  • 11.1. Japan Artificial Intelligence (AI) In Agriculture Market Overview
  • 11.2. Japan Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Artificial Intelligence (AI) In Agriculture Market

  • 12.1. Australia Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Artificial Intelligence (AI) In Agriculture Market

  • 13.1. Indonesia Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Artificial Intelligence (AI) In Agriculture Market

  • 14.1. South Korea Artificial Intelligence (AI) In Agriculture Market Overview
  • 14.2. South Korea Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Artificial Intelligence (AI) In Agriculture Market

  • 15.1. Western Europe Artificial Intelligence (AI) In Agriculture Market Overview
  • 15.2. Western Europe Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Artificial Intelligence (AI) In Agriculture Market

  • 16.1. UK Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Artificial Intelligence (AI) In Agriculture Market

  • 17.1. Germany Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Artificial Intelligence (AI) In Agriculture Market

  • 18.1. France Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Artificial Intelligence (AI) In Agriculture Market

  • 19.1. Italy Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Artificial Intelligence (AI) In Agriculture Market

  • 20.1. Spain Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Artificial Intelligence (AI) In Agriculture Market

  • 21.1. Eastern Europe Artificial Intelligence (AI) In Agriculture Market Overview
  • 21.2. Eastern Europe Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Artificial Intelligence (AI) In Agriculture Market

  • 22.1. Russia Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Artificial Intelligence (AI) In Agriculture Market

  • 23.1. North America Artificial Intelligence (AI) In Agriculture Market Overview
  • 23.2. North America Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Artificial Intelligence (AI) In Agriculture Market

  • 24.1. USA Artificial Intelligence (AI) In Agriculture Market Overview
  • 24.2. USA Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Artificial Intelligence (AI) In Agriculture Market

  • 25.1. Canada Artificial Intelligence (AI) In Agriculture Market Overview
  • 25.2. Canada Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Artificial Intelligence (AI) In Agriculture Market

  • 26.1. South America Artificial Intelligence (AI) In Agriculture Market Overview
  • 26.2. South America Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Artificial Intelligence (AI) In Agriculture Market

  • 27.1. Brazil Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Artificial Intelligence (AI) In Agriculture Market

  • 28.1. Middle East Artificial Intelligence (AI) In Agriculture Market Overview
  • 28.2. Middle East Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Artificial Intelligence (AI) In Agriculture Market

  • 29.1. Africa Artificial Intelligence (AI) In Agriculture Market Overview
  • 29.2. Africa Artificial Intelligence (AI) In Agriculture Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Artificial Intelligence (AI) In Agriculture Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Artificial Intelligence (AI) In Agriculture Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Artificial Intelligence (AI) In Agriculture Market Competitive Landscape And Company Profiles

  • 30.1. Artificial Intelligence (AI) In Agriculture Market Competitive Landscape
  • 30.2. Artificial Intelligence (AI) In Agriculture Market Company Profiles
    • 30.2.1. Google LLC
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Microsoft Corporation
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. IBM Corporation
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. Bayer AG
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. John Deere
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. Artificial Intelligence (AI) In Agriculture Market Other Major And Innovative Companies

  • 31.1. Oracle Corporation
  • 31.2. CNH Industrial N.V.
  • 31.3. Wipro Limited.
  • 31.4. Valmont Industries Inc.
  • 31.5. Raven Industries Inc.
  • 31.6. Climate LLC
  • 31.7. Granular Inc.
  • 31.8. Ag Leader Technology Inc.
  • 31.9. FarmWise Labs Inc.
  • 31.10. Taranis
  • 31.11. Ceres Imaging
  • 31.12. AgEagle Aerial Systems Inc.
  • 31.13. PrecisionHawk
  • 31.14. Descartes Labs Inc.
  • 31.15. Farmobile LLC

32. Global Artificial Intelligence (AI) In Agriculture Market Competitive Benchmarking

33. Global Artificial Intelligence (AI) In Agriculture Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Artificial Intelligence (AI) In Agriculture Market

35. Artificial Intelligence (AI) In Agriculture Market Future Outlook and Potential Analysis

  • 35.1 Artificial Intelligence (AI) In Agriculture Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 Artificial Intelligence (AI) In Agriculture Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 Artificial Intelligence (AI) In Agriculture Market In 2028 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer