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市场调查报告书
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1499772

2024 年精密农业人工智慧全球市场报告

AI In Precision Farming Global Market Report 2024
出版日期: | 出版商: The Business Research Company | 英文 175 Pages | 商品交期: 2-10个工作天内

价格
简介目录

精密农业中人工智慧的市场规模预计在未来几年将呈指数级增长。 2028年，将以20.0%的年复合成长率（CAGR）成长至16.3亿美元。预期的成长是由于物联网设备的普及、环境问题的日益严重、对永续农业的兴趣日益浓厚、向智慧农业系统的转变以及对品质和可追溯性的需求。预计这段时期的主要发展包括与机器人技术的融合、作物监测工具的进步、采用人工智慧来增强供应链、技术主导的精准灌溉方法以及决策支援系统的兴起。

有限的耕地可望带动AI领域在精密农业的扩展。耕地作为农业种植的重要基础，面临都市化、土壤劣化、气候变迁等因素的限制。精密农业中的人工智慧透过资料主导的决策和有针对性的干预措施优化资源利用并提高作物生产力，从而应对这些挑战。例如，根据美国农业部 2022 年 2 月的报告，2021 年美国农场数量和农地总面积与前一年同期比较减少。这种下降凸显了耕地的压力，并推动了人工智慧在精密农业市场的成长。

精密农业人工智慧领域的主要企业正积极结成策略合作伙伴关係，以获得竞争优势。这些联盟将利用多个组织的优势和资源来开发创新解决方案、加速采用并解决农业面临的关键挑战，从而在推动精密农业中的人工智慧方面发挥关键作用。例如，2022年3月，美国无程式码人工智慧应用开发商Sway AI与美国农业科技公司Trilogy Networks合作，将人工智慧技术融入精密农业。农村云端倡议(RCI) 内的这种合作关係旨在支持和加速美国农村的数位转型。透过解决资料碎片化问题，Sway AI 和 Trilogy Networks 旨在整合资讯以增强整个生产过程中的决策。

目录

第一章执行摘要

第二章 市场特点

第三章 市场趋势与策略

第四章宏观经济情景

  • 高通膨对市场的影响
  • 乌克兰与俄罗斯战争对市场的影响
  • COVID-19 对市场的影响

第五章世界市场规模与成长

  • 全球精密农业人工智慧市场：驱动因素与限制因素
    • 市场驱动因素
    • 市场限制因素
  • 全球精密农业人工智慧市场表现：规模与成长，2018-2023
  • 全球精密农业人工智慧市场预测：规模与成长，2023-2028，2033F

第六章 市场细分

  • 全球精密农业人工智慧市场：按类型分類的表现与预测，2018-2023、2023-2028F、2033F
  • 机器学习
  • 电脑视觉
  • 其他类型
  • 全球精密农业人工智慧市场：2018-2023、2023-2028F、2033F 的表现和预测（按产品划分）
  • 硬体
  • 软体
  • 人工智慧服务
  • 服务
  • 全球精密农业人工智慧市场：按应用分類的表现与预测，2018-2023、2023-2028F、2033F
  • 实验研究
  • 农场管理
  • 个人种植
  • 其他用途

第 7 章 区域/国家分析

  • 全球精密农业人工智慧市场：按地区分類的表现与预测，2018-2023、2023-2028F、2033F
  • 全球精密农业人工智慧市场：各国表现与预测，2018-2023、2023-2028F、2033F

第八章亚太市场

第九章 中国市场

第十章 印度市场

第十一章 日本市场

第十二章 澳洲市场

第十三章 印尼市场

第14章 韩国市场

第十五章 西欧市场

第十六章英国市场

第十七章 德国市场

第十八章 法国市场

第十九章 义大利市场

第20章 西班牙市场

第21章 东欧市场

第22章 俄罗斯市场

第23章 北美市场

第24章美国市场

第25章加拿大市场

第26章 南美洲市场

第27章 巴西市场

第28章 中东市场

第29章 非洲市场

第三十章 竞争格局及公司概况

  • 精密农业中的人工智慧市场：竞争格局
  • 精密农业中的人工智慧市场：公司简介
    • Microsoft Corporation
    • Robert Bosch GmbH
    • Intel Corporation
    • International Business Machines Corporation
    • Bayer AG

第三十一章 其他重大及创新企业

  • Deere & Company
  • SAP SE
  • Yara International ASA
  • DTN LLC
  • FarmWise Labs Inc.
  • Taranis Visual Ltd.
  • Blue River Technology Inc.
  • Agworld Inc.
  • Ceres Imaging Inc.
  • PrecisionHawk Inc.
  • FarmLogs Inc.
  • Prospera Technologies Ltd.
  • Arable Labs Inc.
  • Agribotix LLC
  • Resson Aerospace Corporation

第32章竞争基准化分析

第 33 章. 竞争对手仪表板

第三十四章 重大併购

第35章前瞻性与潜力分析

第36章附录

简介目录
Product Code: r17676

Precision farming integrates artificial intelligence (AI) technologies into agricultural processes to optimize crop yield, minimize resource usage, and enhance overall farm efficiency. Its purpose is to empower farmers with data-driven insights to boost productivity, sustainability, and profitability.

The primary AI techniques in precision farming include machine learning, computer vision, and others. Machine learning, a subset of AI, enables systems to learn and improve autonomously by analyzing data and recognizing patterns to make predictions or decisions without explicit programming. It is available in different forms such as hardware, software, AI-as-a-service, and services, catering to various applications like research, farm management, customized cultivation, and more

The AI in precision farming market research report is one of a series of new reports from The Business Research Company that provides AI in precision farming market statistics, including AI in precision farming industry global market size, regional shares, competitors with AI in precision farming market share, detailed AI in precision farming market segments, market trends, and opportunities, and any further data you may need to thrive in the AI in precision farming industry. This AI in precision farming 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 AI in precision farming market size has grown rapidly in recent years. It will grow from $0.66 billion in 2023 to $0.78 billion in 2024 at a compound annual growth rate (CAGR) of 19.5%. The rise during the historical period can be credited to the advancement of AI algorithms, heightened requirements for food production, cost-saving measures, environmental sustainability efforts, and governmental backing and subsidies.

The AI in precision farming market size is expected to see exponential growth in the next few years. It will grow to $1.63 billion in 2028 at a compound annual growth rate (CAGR) of 20.0%. The increase projected for the upcoming period can be credited to the uptake of IoT devices, growing environmental worries, rising interest in sustainable agriculture, a transition to smart farming systems, and a call for quality and traceability. Key developments anticipated during this period encompass the merging with robotics, advancements in crop monitoring tools, the embracing of AI for enhancing supply chains, technology-led precision irrigation methods, and the rise of decision support systems.

Limited availability of arable land is projected to drive the expansion of the AI in precision farming sector. Arable land, essential for agricultural cultivation, faces constraints due to factors such as urbanization, soil degradation, and climate change. AI in precision farming addresses these challenges by optimizing resource utilization and enhancing crop productivity through data-driven decisions and targeted interventions. For example, as reported by the United States Department of Agriculture in February 2022, the US witnessed a decrease in the number of farms and total land in farms in 2021 compared to the previous year. This decline underscores the pressure on arable land, which in turn fuels the growth of the AI in precision farming market.

Key players in the AI in precision farming sector are actively forging strategic partnerships to gain a competitive advantage. These collaborations are pivotal in advancing AI in precision farming by leveraging the strengths and resources of multiple organizations to develop innovative solutions, drive adoption, and tackle agriculture's key challenges. For instance, in March 2022, Sway AI, a US-based developer of no-code artificial intelligence applications, partnered with Trilogy Networks, a US-based agriculture technology company, to integrate AI technology into precision farming. This collaboration, within the Rural Cloud Initiative (RCI), aims to support and accelerate rural America's digital transformation. By addressing the issue of data fragmentation, Sway AI and Trilogy Networks aim to enhance decision-making across the entire production process through combined information.

In March 2024, GEA Group AG, a Germany-based industrial machinery company, acquired CattleEye Ltd. to bolster its portfolio with CattleEye's advanced AI solution for early detection of lameness in dairy cows. This acquisition underscores GEA's commitment to enhancing animal health and welfare as part of its Next Generation Farming strategy. CattleEye Ltd., based in the UK, specializes in developing AI solutions for precision farming, particularly for the dairy farming sector.

Major companies operating in the AI in precision farming market are Microsoft Corporation, Robert Bosch GmbH, Intel Corporation, International Business Machines Corporation, Bayer AG, Deere & Company, SAP SE, Yara International ASA, DTN LLC, FarmWise Labs Inc., Taranis Visual Ltd., Blue River Technology Inc., Agworld Inc., Ceres Imaging Inc., PrecisionHawk Inc., FarmLogs Inc., Prospera Technologies Ltd., Arable Labs Inc., Agribotix LLC, Resson Aerospace Corporation

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

The countries covered in the AI in precision farming market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The AI in precision farming market consists of revenues earned by entities by providing services such as data analytics services, integration services, and telematics services. The market value includes the value of related goods sold by the service provider or included within the service offering. The AI in precision farming market also includes sales of sensors, drones with imaging systems, satellite imaging systems, automated farming equipment, and IoT devices used to increase agriculture productivity. 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.

AI In Precision Farming 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 AI in precision farming 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 COVID-19 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 AI in precision farming? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The AI in precision farming 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 Type: Machine Learning; Computer Vision; Other Types
  • 2) By Offering: Hardware; Software; AI-as-a-Service; Service
  • 3) By Application: Experimental Study; Farm Management; Private Planting; Other Applications
  • Companies Mentioned: Microsoft Corporation; Robert Bosch GmbH; Intel Corporation; International Business Machines Corporation; Bayer AG
  • 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. AI In Precision Farming Market Characteristics

3. AI In Precision Farming Market Trends And Strategies

4. AI In Precision Farming 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 AI In Precision Farming Market Size and Growth

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

6. AI In Precision Farming Market Segmentation

  • 6.1. Global AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Machine Learning
  • Computer Vision
  • Other Types
  • 6.2. Global AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Hardware
  • Software
  • AI-as-a-Service
  • Service
  • 6.3. Global AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Experimental Study
  • Farm Management
  • Private Planting
  • Other Applications

7. AI In Precision Farming Market Regional And Country Analysis

  • 7.1. Global AI In Precision Farming Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global AI In Precision Farming Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific AI In Precision Farming Market

  • 8.1. Asia-Pacific AI In Precision Farming 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 AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China AI In Precision Farming Market

  • 9.1. China AI In Precision Farming Market Overview
  • 9.2. China AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India AI In Precision Farming Market

  • 10.1. India AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan AI In Precision Farming Market

  • 11.1. Japan AI In Precision Farming Market Overview
  • 11.2. Japan AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia AI In Precision Farming Market

  • 12.1. Australia AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia AI In Precision Farming Market

  • 13.1. Indonesia AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea AI In Precision Farming Market

  • 14.1. South Korea AI In Precision Farming Market Overview
  • 14.2. South Korea AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe AI In Precision Farming Market

  • 15.1. Western Europe AI In Precision Farming Market Overview
  • 15.2. Western Europe AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK AI In Precision Farming Market

  • 16.1. UK AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany AI In Precision Farming Market

  • 17.1. Germany AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France AI In Precision Farming Market

  • 18.1. France AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy AI In Precision Farming Market

  • 19.1. Italy AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain AI In Precision Farming Market

  • 20.1. Spain AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe AI In Precision Farming Market

  • 21.1. Eastern Europe AI In Precision Farming Market Overview
  • 21.2. Eastern Europe AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia AI In Precision Farming Market

  • 22.1. Russia AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America AI In Precision Farming Market

  • 23.1. North America AI In Precision Farming Market Overview
  • 23.2. North America AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA AI In Precision Farming Market

  • 24.1. USA AI In Precision Farming Market Overview
  • 24.2. USA AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada AI In Precision Farming Market

  • 25.1. Canada AI In Precision Farming Market Overview
  • 25.2. Canada AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America AI In Precision Farming Market

  • 26.1. South America AI In Precision Farming Market Overview
  • 26.2. South America AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil AI In Precision Farming Market

  • 27.1. Brazil AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East AI In Precision Farming Market

  • 28.1. Middle East AI In Precision Farming Market Overview
  • 28.2. Middle East AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa AI In Precision Farming Market

  • 29.1. Africa AI In Precision Farming Market Overview
  • 29.2. Africa AI In Precision Farming Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa AI In Precision Farming Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa AI In Precision Farming Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. AI In Precision Farming Market Competitive Landscape And Company Profiles

  • 30.1. AI In Precision Farming Market Competitive Landscape
  • 30.2. AI In Precision Farming Market Company Profiles
    • 30.2.1. Microsoft Corporation
      • 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. Robert Bosch GmbH
      • 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. Intel 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. International Business Machines Corporation
      • 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. Bayer AG
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. AI In Precision Farming Market Other Major And Innovative Companies

  • 31.1. Deere & Company
  • 31.2. SAP SE
  • 31.3. Yara International ASA
  • 31.4. DTN LLC
  • 31.5. FarmWise Labs Inc.
  • 31.6. Taranis Visual Ltd.
  • 31.7. Blue River Technology Inc.
  • 31.8. Agworld Inc.
  • 31.9. Ceres Imaging Inc.
  • 31.10. PrecisionHawk Inc.
  • 31.11. FarmLogs Inc.
  • 31.12. Prospera Technologies Ltd.
  • 31.13. Arable Labs Inc.
  • 31.14. Agribotix LLC
  • 31.15. Resson Aerospace Corporation

32. Global AI In Precision Farming Market Competitive Benchmarking

33. Global AI In Precision Farming Market Competitive Dashboard

34. Key Mergers And Acquisitions In The AI In Precision Farming Market

35. AI In Precision Farming Market Future Outlook and Potential Analysis

  • 35.1 AI In Precision Farming Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 AI In Precision Farming Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 AI In Precision Farming 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