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人工智能精密农业

市场调查报告书

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1514940

农业市场中的人工智慧，按技术、按产品、按应用、按国家和地区 - 2024-2032 年行业分析、市场规模、市场份额和预测

AI in Agriculture Market, By Technology, By Offering, By Application, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032

出版日期: 2024年06月04日 | 出版商:

AnalystView Market Insights | 英文 322 Pages | 商品交期: 2-3个工作天内

价格

简介目录图表

报告要点

2023年农业人工智慧市场规模为17.9021亿美元，2024年至2032年复合年增长率为17.10%。

人工智慧在农业市场-市场动态

无人机（UAV）使用的增加和对先进农业解决方案的需求预计将推动市场的成长

配备多光谱、高光谱或热感测器等各种类型感测器的无人机在捕捉详细影像方面发挥着至关重要的作用，这些影像有助于监测农作物的健康状况、识别疾病和评估植物的生长阶段。根据无人机使用统计数据，到2023 年，全球农业无人机市场价值预计将达到3.8 亿美元。人机使用。随着全球人口持续成长，迫切需要提高农业生产力以确保粮食安全。先进的人工智慧解决方案已成为优化农业实践和提高产量的宝贵工具。这些技术在效率、生产力和永续性方面具有显着优势，使人工智慧成为现代农业的变革力量。此外，对永续性和资源管理的日益关注为市场带来了潜在的成长机会。然而，所需的高额初始投资可能会对市场的成长构成挑战。

农业市场中的人工智慧 - 关键见解

根据我们的研究分析师分享的分析，预计全球市场在预测期内（2024-2032）每年将以 17.10% 左右的复合年增长率成长

根据技术细分，机器学习预计将在 2023 年显示最大的市场份额

根据产品细分，2023 年软体是主导类型

从应用细分来看，精准农业是2023年的主导类型

按地区划分，北美是 2023 年的主要收入来源

人工智慧在农业市场的細項分析：

全球农业人工智慧市场根据技术、产品、应用和地区进行细分。

根据技术，市场分为三个部分：机器学习、电脑视觉和预测分析。机器学习占据最大的市场。透过分析土壤湿度资料、天气预报和作物需求，机器学习有效优化用水量，确保作物在精确的时间获得适量的水。

市场依产品分为四大类：硬体、软体、人工智慧即服务、服务。软体部分在市场上占据主导地位。农业市场中的人工智慧越来越受到整合机器学习、资料分析和自动化的先进软体解决方案的推动。这些软体应用程式旨在优化各种农业流程，提高效率、生产力和永续性。

根据应用，市场分为五类：精准农业、农业机器人、牲畜监测、无人机分析、劳动管理等。精准农业主导市场。精准农业，也称为精准农业，利用人工智慧、机器学习和资料分析来优化农作物种植的田间管理。

人工智慧在农业市场的地理洞察

从地理来看，该市场横跨北美、拉丁美洲、欧洲、亚太地区、中东和非洲。这些区域根据对商业活动有贡献的国家进一步细分。由于对精准农业技术的需求不断增长以及先进基础设施的存在，北美在市场上处于领先地位。该地区受益于强大的技术基础，例如高速互联网连接和数位农业技术的广泛使用。根据农业资源管理调查 (ARMS)，72% 的玉米田和 70% 的小麦田采用了精准农业技术。精准农业在英国、美国、丹麦等国家广泛应用，涵盖小麦、大麦、油菜、草籽、豌豆等90%左右。由于物联网的日益普及，欧洲成为第二大市场成长区。

农业市场中的人工智慧-竞争格局：

农业人工智慧市场竞争格局激烈，多家企业争相引进尖端技术，争取更大的市场占有率。提高农业生产力、永续性和获利能力的目标加剧了竞争。人工智慧、机器学习、物联网和感测器技术的持续进步至关重要。企业正在研发方面进行大量投资，以保持竞争优势。那些能够快速创新、建立策略合作并提供用户友好的解决方案的公司将占据市场主导地位。

介绍
- 按地理位置分類的细分市场占有率分析
北美洲
- 概述
- 北美农业中的人工智慧主要製造商
- 北美市场规模和预测（按国家）
- 北美市场规模和预测（按技术）
- 北美市场规模与预测（按产品划分）
- 北美市场规模和预测（按应用）
- 我们
- 加拿大
欧洲
- 概述
- 欧洲农业中的人工智慧主要製造商
- 欧洲市场规模和预测（按国家）
- 欧洲市场规模与预测（按技术）
- 欧洲市场规模与预测（按产品划分）
- 欧洲市场规模和预测（按应用）
- 德国
- 义大利
- 英国
- 法国
- 俄罗斯
- 荷兰
- 瑞典
- 波兰
- 欧洲其他地区
亚太地区 (APAC)
- 概述
- 亚太地区农业人工智慧主要製造商
- 亚太地区市场规模与预测（按国家）
- 亚太地区市场规模与预测（按技术）
- 亚太地区市场规模与预测（按产品划分）
- 亚太地区市场规模与预测（按应用）
- 印度
- 中国
- 日本
- 韩国
- 澳洲
- 泰国
- 印尼
- 菲律宾
- 亚太地区其他地区
拉丁美洲
- 概述
- 拉丁美洲农业中的人工智慧主要製造商
- 拉丁美洲市场规模与预测（按国家）
- 拉丁美洲市场规模与预测（按技术）
- 拉丁美洲市场规模与预测（按产品划分）
- 拉丁美洲市场规模与预测（按应用）
- 巴西
- 墨西哥
- 阿根廷
- 哥伦比亚
- 拉丁美洲其他地区
中东和非洲
- 概述
- 中东和非洲农业主要製造商中的人工智慧
- 中东和非洲市场规模及预测（按国家）
- 中东和非洲市场规模及预测（按技术）
- 中东和非洲市场规模及预测（按产品划分）
- 中东和非洲市场规模及预测（按应用）
- 沙乌地阿拉伯
- 阿拉伯聯合大公国
- 以色列
- 土耳其
- 阿尔及利亚
- 埃及
- MEA 的其余部分

第 11 章：主要供应商分析 - 农业领域的人工智慧

竞争仪表板
公司简介
- Raven Industries Inc.
- Farmers Edge Inc.
- Deere & Company
- AA Taranis Visual Ltd.
- Gamaya SA
- AGCO Corporation
- Bayer AG
- IBM Corporation
- Ag Leader Technology
- Trimble Inc.
- Others

第 12 章：360 度分析师视角

第 13 章：附录

研究方法论
参考
缩写
免责声明
联络我们

简介目录图表

Product Code: ANV3066

REPORT HIGHLIGHT

AI in Agriculture Market size was valued at USD 1,790.21 million in 2023, expanding at a CAGR of 17.10% from 2024 to 2032.

AI is transforming the agricultural industry by improving efficiency, productivity, and sustainability. The sector is progressively embracing AI solutions to improve the quality of crops, control pests, monitor soil and environmental conditions, simplify data management for farmers, reduce their workload, and enhance various agricultural processes throughout the entire food production cycle. The advancements in Agricultural AI have resulted in the creation of applications and tools that assist farmers in implementing accurate and regulated farming practices. These tools provide valuable guidance on water usage, crop rotation, timely harvesting, crop selection, optimal planting methods, pest management, and nutritional control.

AI in Agriculture Market- Market Dynamics

Increased use of unmanned aerial vehicles (UAVs) and Demand For advanced agricultural solutions are expected to drive the growth of the market

UAVs equipped with various types of sensors such as multispectral, hyperspectral, or thermal sensors play a crucial role in capturing detailed images that are instrumental in monitoring the health of crops, identifying diseases, and evaluating the growth stages of plants. According to Drone Usage Statistics, the global market for agricultural drones is projected to reach a value of USD 380 million by 2023. The US Department of Defense (DoD) estimates that there are currently over 11,000 unmanned aerial systems (UAS) being utilized by the Pentagon for both domestic training events and overseas contingency missions. As the global population continues to grow, there is an urgent need to enhance agricultural productivity to ensure food security. Advanced AI solutions have emerged as a valuable tool in optimizing farming practices and increasing yields. These technologies offer significant advantages in terms of efficiency, productivity, and sustainability, making AI a transformative force in modern agriculture. Additionally, the increasing focus on sustainability and resource management presents potential growth opportunities for the market. However, the high initial investment required may pose a challenge to the growth of the market.

AI in Agriculture Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 17.10% over the forecast period (2024-2032)

Based on Technology segmentation, Machine Learning was predicted to show maximum market share in the year 2023

Based on Offering segmentation, Software was the leading type in 2023

Based on Application segmentation, Precision Farming was the leading type in 2023

Based on region, North America was the leading revenue generator in 2023

AI in Agriculture Market- Segmentation Analysis:

The Global AI in Agriculture Market is segmented based on Technology, Offering, Application, and Region.

The market is categorized into three sections according to Technology: Machine Learning, Computer Vision, and Predictive Analytics. Machine Learning holds the largest share of the market. By analyzing soil moisture data, weather forecasts, and crop requirements, machine learning effectively optimizes water usage, ensuring that crops receive the appropriate amount of water at a precise time.

The market is divided into four categories based on Offering: Hardware, Software, AI-as-a-Service, and Service. The software segment dominates the market. The AI in the agriculture market is increasingly driven by advanced software solutions that integrate machine learning, data analytics, and automation. These software applications are designed to optimize various agricultural processes, improving efficiency, productivity, and sustainability.

The market is divided into five categories based on Application: Precision Farming, Agriculture Robots, Livestock Monitoring, Drone Analytics, Labor Management, and Others. Precision Farming dominates the market. Precision farming, also known as precision agriculture, leverages AI, machine learning, and data analytics to optimize field-level management concerning crop farming.

AI in Agriculture Market- Geographical Insights

Geographically, this market spans North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further segmented by countries contributing to business activities. North America leads the market, driven by the increasing demand for precision farming techniques and the presence of advanced infrastructure. The region benefits from a strong technological foundation, such as high-speed internet connectivity and widespread use of digital farming technologies. As per the Agricultural Resource Management Survey (ARMS), 72% of cornfields and 70% of wheat fields utilize precision agriculture technologies. Precision agriculture is extensively used in countries like the United Kingdom, the United States, Denmark, and the United Kingdom, covering around 90% of wheat, barley, oilseed rape, grass seed, and peas. Europe follows as the second largest region for market growth, attributed to the growing adoption of IoT.

AI in Agriculture Market- Competitive Landscape:

The competitive landscape of the AI in agriculture market is intense, as multiple companies strive to introduce cutting-edge technologies and secure a larger market share. The competition is fueled by the goal of enhancing agricultural productivity, sustainability, and profitability. Ongoing advancements in AI, machine learning, IoT, and sensor technologies are essential. Businesses are making significant investments in research and development to maintain a competitive edge. Those companies that can quickly innovate, establish strategic collaborations, and provide user-friendly solutions are poised to dominate the market.

Recent Developments:

AGCO, a renowned company in the agricultural machinery and precision ag technology sector, has recently partnered with BASF Digital Farming, Robert Bosch GmbH, and Raven Industries Inc. The purpose of this collaboration is to conduct a proof of concept (PoC) study. The study aims to assess the effectiveness and efficiency of targeted spraying technology in the application of crop protection products. By reducing crop input costs and promoting farm and sustainability, this technology has the potential to revolutionize the agricultural industry.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL AI IN AGRICULTURE MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

Raven Industries Inc.

Farmers Edge Inc.

Deere & Company

A.A Taranis Visual Ltd.

Gamaya SA

AGCO Corporation

Bayer AG

IBM Corporation

Ag Leader Technology

Trimble Inc.

Others

GLOBAL AI IN AGRICULTURE MARKET, BY TECHNOLOGY- MARKET ANALYSIS, 2019 - 2032

Machine Learning
Computer Vision
Predictive Analytics

GLOBAL AI IN AGRICULTURE MARKET, BY OFFERING- MARKET ANALYSIS, 2019 - 2032

Hardware
Software
AI-as-a-Service
Service

GLOBAL AI IN AGRICULTURE MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

Precision Farming
Agriculture Robots
Livestock Monitoring
Drone Analytics
Labor Management
Others

GLOBAL AI IN AGRICULTURE MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

North America
The U.S.
Canada
Europe
Germany
France
Italy
Spain
United Kingdom
Russia
Netherlands
Sweden
Poland
Rest of Europe
Asia Pacific
India
China
South Korea
Japan
Australia
Thailand
Indonesia
Philippines
Rest of APAC
Latin America
Brazil
Mexico
Argentina
Colombia
Rest of LATAM
The Middle East and Africa
Saudi Arabia
United Arab Emirates
Israel
Turkey
Algeria
Egypt
Rest of MEA

1. AI in Agriculture Market Overview

1.1. Study Scope
1.2. Market Estimation Years

2. Executive Summary

2.1. Market Snippet
- 2.1.1. AI in Agriculture Market Snippet by Technology
- 2.1.2. AI in Agriculture Market Snippet by Offering
- 2.1.3. AI in Agriculture Market Snippet by Application
- 2.1.4. AI in Agriculture Market Snippet by Country
- 2.1.5. AI in Agriculture Market Snippet by Region
2.2. Competitive Insights

3. AI in Agriculture Key Market Trends

3.1. AI in Agriculture Market Drivers
- 3.1.1. Impact Analysis of Market Drivers
3.2. AI in Agriculture Market Restraints
- 3.2.1. Impact Analysis of Market Restraints
3.3. AI in Agriculture Market Opportunities
3.4. AI in Agriculture Market Future Trends

4. AI in Agriculture Industry Study

4.1. PEST Analysis
4.2. Porter's Five Forces Analysis
4.3. Growth Prospect Mapping
4.4. Regulatory Framework Analysis

5. AI in Agriculture Market: COVID-19 Impact Analysis

5.1. Pre-COVID-19 Impact Analysis
5.2. Post-COVID-19 Impact Analysis
- 5.2.1. Top Performing Segments
- 5.2.2. Marginal Growth Segments
- 5.2.3. Top Looser Segments
- 5.2.4. Marginal Loss Segments

6. AI in Agriculture Market Landscape

6.1. AI in Agriculture Market Share Analysis, 2023
6.2. Breakdown Data, by Key Manufacturer
- 6.2.1. Established Players' Analysis
- 6.2.2. Emerging Players' Analysis

7. AI in Agriculture Market - By Technology

7.1. Overview
- 7.1.1. Segment Share Analysis, By Technology, 2023 & 2032 (%)
- 7.1.2. Machine Learning
- 7.1.3. Computer Vision
- 7.1.4. Predictive Analytics

8. AI in Agriculture Market - By Offering

8.1. Overview
- 8.1.1. Segment Share Analysis, By Offering, 2023 & 2032 (%)
- 8.1.2. Hardware
- 8.1.3. Software
- 8.1.4. AI-as-a-Service
- 8.1.5. Service

9. AI in Agriculture Market - By Application

9.1. Overview
- 9.1.1. Segment Share Analysis, By Application, 2023 & 2032 (%)
- 9.1.2. Precision Farming
- 9.1.3. Agriculture Robots
- 9.1.4. Livestock Monitoring
- 9.1.5. Drone Analytics
- 9.1.6. Labor Management
- 9.1.7. Others

10. AI in Agriculture Market- By Geography

10.1. Introduction
- 10.1.1. Segment Share Analysis, By Geography, 2023 & 2032 (%)
10.2. North America
- 10.2.1. Overview
- 10.2.2. AI in Agriculture Key Manufacturers in North America
- 10.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.2.4. North America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 10.2.5. North America Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 10.2.6. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.2.7. U.S.
  - 10.2.7.1. Overview
  - 10.2.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.2.7.3. U.S. Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.2.7.4. U.S. Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.2.7.5. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.2.8. Canada
  - 10.2.8.1. Overview
  - 10.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.2.8.3. Canada Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.2.8.4. Canada Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.2.8.5. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
10.3. Europe
- 10.3.1. Overview
- 10.3.2. AI in Agriculture Key Manufacturers in Europe
- 10.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.3.4. Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 10.3.5. Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 10.3.6. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.3.7. Germany
  - 10.3.7.1. Overview
  - 10.3.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.7.3. Germany Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.3.7.4. Germany Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.3.7.5. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.3.8. Italy
  - 10.3.8.1. Overview
  - 10.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.8.3. Italy Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.3.8.4. Italy Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.3.8.5. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.3.9. United Kingdom
  - 10.3.9.1. Overview
  - 10.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.9.3. United Kingdom Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.3.9.4. United Kingdom Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.3.9.5. United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.3.10. France
  - 10.3.10.1. Overview
  - 10.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.10.3. France Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.3.10.4. France Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.3.10.5. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.3.11. Russia
  - 10.3.11.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.11.2. Russia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.3.11.3. Russia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.3.11.4. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.3.12. Netherlands
  - 10.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.12.2. Netherlands Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.3.12.3. Netherlands Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.3.12.4. Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.3.13. Sweden
  - 10.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.13.2. Sweden Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.3.13.3. Sweden Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.3.13.4. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.3.14. Poland
  - 10.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.14.2. Poland Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.3.14.3. Poland Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.3.14.4. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.3.15. Rest of Europe
  - 10.3.15.1. Overview
  - 10.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.15.3. Rest of the Europe Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.3.15.4. Rest of the Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.3.15.5. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
10.4. Asia Pacific (APAC)
- 10.4.1. Overview
- 10.4.2. AI in Agriculture Key Manufacturers in Asia Pacific
- 10.4.3. Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.4.4. Asia Pacific Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 10.4.5. Asia Pacific Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 10.4.6. Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.4.7. India
  - 10.4.7.1. Overview
  - 10.4.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.7.3. India Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.4.7.4. India Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.4.7.5. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.4.8. China
  - 10.4.8.1. Overview
  - 10.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.8.3. China Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.4.8.4. China Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.4.8.5. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.4.9. Japan
  - 10.4.9.1. Overview
  - 10.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.9.3. Japan Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.4.9.4. Japan Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.4.9.5. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.4.10. South Korea
  - 10.4.10.1. Overview
  - 10.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.10.3. South Korea Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.4.10.4. South Korea Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.4.10.5. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.4.11. Australia
  - 10.4.11.1. Overview
  - 10.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.11.3. Australia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.4.11.4. Australia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.4.11.5. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.4.12. Thailand
  - 10.4.12.1. Overview
  - 10.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.12.3. Thailand Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.4.12.4. Thailand Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.4.12.5. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.4.13. Indonesia
  - 10.4.13.1. Overview
  - 10.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.13.3. Indonesia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.4.13.4. Indonesia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.4.13.5. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.4.14. Philippines
  - 10.4.14.1. Overview
  - 10.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.14.3. Philippines Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.4.14.4. Philippines Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.4.14.5. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.4.15. Rest of APAC
  - 10.4.15.1. Overview
  - 10.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.15.3. Rest of APAC Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.4.15.4. Rest of APAC Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.4.15.5. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
10.5. Latin America
- 10.5.1. Overview
- 10.5.2. AI in Agriculture Key Manufacturers in Latin America
- 10.5.3. Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.5.4. Latin America Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 10.5.5. Latin America Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 10.5.6. Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.5.7. Brazil
  - 10.5.7.1. Overview
  - 10.5.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.7.3. Brazil Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.5.7.4. Brazil Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.5.7.5. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.5.8. Mexico
  - 10.5.8.1. Overview
  - 10.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.8.3. Mexico Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.5.8.4. Mexico Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.5.8.5. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.5.9. Argentina
  - 10.5.9.1. Overview
  - 10.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.9.3. Argentina Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.5.9.4. Argentina Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.5.9.5. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.5.10. Colombia
  - 10.5.10.1. Overview
  - 10.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.10.3. Colombia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.5.10.4. Colombia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.5.10.5. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.5.11. Rest of LATAM
  - 10.5.11.1. Overview
  - 10.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.11.3. Rest of LATAM Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.5.11.4. Rest of LATAM Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.5.11.5. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
10.6. Middle East and Africa
- 10.6.1. Overview
- 10.6.2. AI in Agriculture Key Manufacturers in Middle East and Africa
- 10.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.6.4. Middle East and Africa Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
- 10.6.5. Middle East and Africa Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
- 10.6.6. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.6.7. Saudi Arabia
  - 10.6.7.1. Overview
  - 10.6.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.7.3. Saudi Arabia Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.6.7.4. Saudi Arabia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.6.7.5. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.6.8. United Arab Emirates
  - 10.6.8.1. Overview
  - 10.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.8.3. United Arab Emirates Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.6.8.4. United Arab Emirates Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.6.8.5. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.6.9. Israel
  - 10.6.9.1. Overview
  - 10.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.9.3. Israel Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.6.9.4. Israel Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.6.9.5. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.6.10. Turkey
  - 10.6.10.1. Overview
  - 10.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.10.3. Turkey Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.6.10.4. Turkey Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.6.10.5. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.6.11. Algeria
  - 10.6.11.1. Overview
  - 10.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.11.3. Algeria Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.6.11.4. Algeria Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.6.11.5. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.6.12. Egypt
  - 10.6.12.1. Overview
  - 10.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.12.3. Egypt Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.6.12.4. Egypt Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.6.12.5. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.6.13. Rest of MEA
  - 10.6.13.1. Overview
  - 10.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.13.3. Rest of MEA Market Size and Forecast, By Technology, 2019 - 2032 (US$ Million)
  - 10.6.13.4. Rest of MEA Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
  - 10.6.13.5. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)

11. Key Vendor Analysis- AI in Agriculture Industry

11.1. Competitive Dashboard
11.2. Company Profiles
- 11.2.1. Raven Industries Inc.
- 11.2.2. Farmers Edge Inc.
- 11.2.3. Deere & Company
- 11.2.4. A.A Taranis Visual Ltd.
- 11.2.5. Gamaya SA
- 11.2.6. AGCO Corporation
- 11.2.7. Bayer AG
- 11.2.8. IBM Corporation
- 11.2.9. Ag Leader Technology
- 11.2.10. Trimble Inc.
- 11.2.11. Others

12. 360 Degree Analyst View

13. Appendix

13.1. Research Methodology
13.2. References
13.3. Abbreviations
13.4. Disclaimer
13.5. Contact Us

简介目录图表

List of Tables

TABLE List of data sources
TABLE Market drivers; Impact Analysis
TABLE Market restraints; Impact Analysis
TABLE AI in Agriculture Market: Technology Snapshot (2023)
TABLE Segment Dashboard; Definition and Scope, by Technology
TABLE Global AI in Agriculture Market, by Technology 2019-2032 (USD Million)
TABLE AI in Agriculture Market: Offering Snapshot (2023)
TABLE Segment Dashboard; Definition and Scope, by Offering
TABLE Global AI in Agriculture Market, by Offering 2019-2032 (USD Million)
TABLE AI in Agriculture Market: Application Snapshot (2023)
TABLE Segment Dashboard; Definition and Scope, by Application
TABLE Global AI in Agriculture Market, by Application 2019-2032 (USD Million)
TABLE AI in Agriculture Market: Regional snapshot (2023)
TABLE Segment Dashboard; Definition and Scope, by Region
TABLE Global AI in Agriculture Market, by Region 2019-2032 (USD Million)
TABLE North America AI in Agriculture Market, by Country, 2019-2032 (USD Million)
TABLE North America AI in Agriculture Market, by Technology, 2019-2032 (USD Million)
TABLE North America AI in Agriculture Market, by Offering, 2019-2032 (USD Million)
TABLE North America AI in Agriculture Market, by Application, 2019-2032 (USD Million)
TABLE Europe AI in Agriculture Market, by Country, 2019-2032 (USD Million)
TABLE Europe AI in Agriculture Market, by Technology, 2019-2032 (USD Million)
TABLE Europe AI in Agriculture Market, by Offering, 2019-2032 (USD Million)
TABLE Europe AI in Agriculture Market, by Application, 2019-2032 (USD Million)
TABLE Asia Pacific AI in Agriculture Market, by Country, 2019-2032 (USD Million)
TABLE Asia Pacific AI in Agriculture Market, by Technology, 2019-2032 (USD Million)
TABLE Asia Pacific AI in Agriculture Market, by Offering, 2019-2032 (USD Million)
TABLE Asia Pacific AI in Agriculture Market, by Application, 2019-2032 (USD Million)
TABLE Latin America AI in Agriculture Market, by Country, 2019-2032 (USD Million)
TABLE Latin America AI in Agriculture Market, by Technology, 2019-2032 (USD Million)
TABLE Latin America AI in Agriculture Market, by Offering, 2019-2032 (USD Million)
TABLE Latin America AI in Agriculture Market, by Application, 2019-2032 (USD Million)
TABLE Middle East and Africa AI in Agriculture Market, by Country, 2019-2032 (USD Million)
TABLE Middle East and Africa AI in Agriculture Market, by Technology, 2019-2032 (USD Million)
TABLE Middle East and Africa AI in Agriculture Market, by Offering, 2019-2032 (USD Million)
TABLE Middle East and Africa AI in Agriculture Market, by Application, 2019-2032 (USD Million)

List of Figures

FIGURE AI in Agriculture Market Segmentation
FIGURE Market research methodology
FIGURE Value chain analysis
FIGURE Porter's Five Forces Analysis
FIGURE Market Attractiveness Analysis
FIGURE COVID-19 Impact Analysis
FIGURE Pre & Post COVID-19 Impact Comparision Study
FIGURE Competitive Landscape; Key company market share analysis, 2023
FIGURE Technology segment market share analysis, 2023 & 2032
FIGURE Technology segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Offering segment market share analysis, 2023 & 2032
FIGURE Offering segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Application segment market share analysis, 2023 & 2032
FIGURE Application segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Regional segment market share analysis, 2023 & 2032
FIGURE Regional segment market size forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE North America AI in Agriculture Market share and leading players, 2023
FIGURE Europe AI in Agriculture Market share and leading players, 2023
FIGURE Asia Pacific AI in Agriculture Market share and leading players, 2023
FIGURE Latin America AI in Agriculture Market share and leading players, 2023
FIGURE Middle East and Africa AI in Agriculture Market share and leading players, 2023
FIGURE North America market share analysis by country, 2023
FIGURE U.S. AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Canada AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Europe AI in Agriculture Market share analysis by country, 2023
FIGURE Germany AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Spain AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Italy AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE France AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE UK AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Russia AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Netherlands AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Sweden AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Poland AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Rest of the Europe AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Asia Pacific AI in Agriculture Market share analysis by country, 2023
FIGURE India AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE China AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Japan AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE South Korea AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Australia AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Thailand AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Indonesia AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Philippines AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Rest of APAC AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Latin America AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Latin America AI in Agriculture Market share analysis by country, 2023
FIGURE Brazil AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Mexico AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Argentina AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Colombia AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Rest of LATAM AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Middle East and Africa AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Middle East and Africa AI in Agriculture Market share analysis by country, 2023
FIGURE Saudi Arabia AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE United Arab Emirates AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Israel AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Turkey AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Algeria AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Egypt AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)
FIGURE Rest of MEA AI in Agriculture Market size, forecast and trend analysis, 2019 to 2032 (USD Million)