首頁 > 市場調查報告書 > 工業機械

人工智能精密農業

市場調查報告書

商品編碼

1514940

農業市場中的人工智慧，按技術、按產品、按應用、按國家和地區 - 2024-2032 年行業分析、市場規模、市場佔有率和預測

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個工作天內

價格

簡介目錄圖表

報告要點

2023年農業人工智慧市場規模為17.9021億美元，2024年至2032年複合年成長率為17.10%。

人工智慧在農業市場-市場動態

無人機（UAV）使用的增加和對先進農業解決方案的需求預計將推動市場的成長

配備多光譜、高光譜或熱感測器等各種類型感測器的無人機在捕捉詳細影像方面發揮著至關重要的作用，這些影像有助於監測農作物的健康狀況、識別疾病和評估植物的生長階段。根據無人機使用統計數據，到2023 年，全球農業無人機市場價值預計將達到3.8 億美元。人機使用。隨著全球人口持續成長，迫切需要提高農業生產力以確保糧食安全。先進的人工智慧解決方案已成為最佳化農業實踐和提高產量的寶貴工具。這些技術在效率、生產力和永續性方面具有顯著優勢，使人工智慧成為現代農業的變革力量。此外，對永續性和資源管理的日益關注為市場帶來了潛在的成長機會。然而，所需的高額初始投資可能會對市場的成長構成挑戰。

農業市場中的人工智慧 - 關鍵見解

根據我們的研究分析師分享的分析，預計全球市場在預測期內（2024-2032）每年將以 17.10% 左右的複合年成長率成長

根據技術細分，機器學習預計將在 2023 年顯示最大的市場佔有率

根據產品細分，2023 年軟體是主導類型

從應用細分來看，精準農業是2023年的主導類型

按地區分類，北美是 2023 年的主要收入來源

人工智慧在農業市場的細分分析：

全球農業人工智慧市場根據技術、產品、應用和地區進行細分。

根據技術，市場分為三個部分：機器學習、電腦視覺和預測分析。機器學習佔據最大的市場。透過分析土壤濕度資料、天氣預報和作物需求，機器學習有效最佳化用水量，確保作物在精確的時間獲得適量的水。

市場依產品分為四大類：硬體、軟體、人工智慧即服務、服務。軟體部分在市場上佔據主導地位。農業市場中的人工智慧越來越受到整合機器學習、資料分析和自動化的先進軟體解決方案的推動。這些軟體應用程式旨在最佳化各種農業流程，提高效率、生產力和永續性。

根據應用，市場分為五類：精準農業、農業機器人、牲畜監測、無人機分析、勞動管理等。精準農業主導市場。精準農業，也稱為精準農業，利用人工智慧、機器學習和資料分析來最佳化農作物種植的田間管理。

人工智慧在農業市場的地理洞察

從地理來看，該市場橫跨北美、拉丁美洲、歐洲、亞太地區、中東和非洲。這些區域根據對商業活動有貢獻的國家進一步細分。由於對精準農業技術的需求不斷成長以及先進基礎設施的存在，北美在市場上處於領先地位。該地區受益於強大的技術基礎，例如高速網際網路連接和數位農業技術的廣泛使用。根據農業資源管理調查 (ARMS)，72% 的玉米田和 70% 的小麥田採用了精準農業技術。精準農業在英國、美國、丹麥等國家廣泛應用，涵蓋小麥、大麥、油菜、草籽、豌豆等90%左右。由於物聯網的日益普及，歐洲成為第二大市場成長區。

農業市場中的人工智慧-競爭格局：

農業人工智慧市場競爭格局激烈，多家企業爭相引進尖端技術，爭取更大的市場佔有率。提高農業生產力、永續性和獲利能力的目標加劇了競爭。人工智慧、機器學習、物聯網和感測器技術的持續進步至關重要。企業正在研發方面進行大量投資，以保持競爭優勢。那些能夠快速創新、建立策略合作並提供方便用戶使用的解決方案的公司將佔據市場主導地位。

介紹
- 按地理位置分類的細分市場佔有率分析
北美洲
- 概述
- 北美農業中的人工智慧主要製造商
- 北美市場規模和預測（按國家）
- 北美市場規模和預測（按技術）
- 北美市場規模與預測（按產品分類）
- 北美市場規模和預測（按應用）
- 美國
- 加拿大
歐洲
- 概述
- 歐洲農業中的人工智慧主要製造商
- 歐洲市場規模和預測（按國家）
- 歐洲市場規模與預測（按技術）
- 歐洲市場規模與預測（按產品分類）
- 歐洲市場規模和預測（按應用）
- 德國
- 義大利
- 英國
- 法國
- 俄羅斯
- 荷蘭
- 瑞典
- 波蘭
- 歐洲其他地區
亞太地區 (APAC)
- 概述
- 亞太地區農業人工智慧主要製造商
- 亞太地區市場規模與預測（按國家）
- 亞太地區市場規模與預測（按技術）
- 亞太地區市場規模與預測（按產品分類）
- 亞太地區市場規模與預測（按應用）
- 印度
- 中國
- 日本
- 韓國
- 澳洲
- 泰國
- 印尼
- 菲律賓
- 亞太地區其他地區
拉丁美洲
- 概述
- 拉丁美洲農業中的人工智慧主要製造商
- 拉丁美洲市場規模與預測（按國家）
- 拉丁美洲市場規模與預測（按技術）
- 拉丁美洲市場規模與預測（按產品分類）
- 拉丁美洲市場規模與預測（按應用）
- 巴西
- 墨西哥
- 阿根廷
- 哥倫比亞
- 拉丁美洲其他地區
中東和非洲
- 概述
- 中東和非洲農業主要製造商中的人工智慧
- 中東和非洲市場規模及預測（按國家）
- 中東和非洲市場規模及預測（按技術）
- 中東和非洲市場規模及預測（按產品分類）
- 中東和非洲市場規模及預測（按應用）
- 沙烏地阿拉伯
- 阿拉伯聯合大公國
- 以色列
- 土耳其
- 阿爾及利亞
- 埃及
- MEA 的其餘部分

第 11 章：主要供應商分析 - 農業領域的人工智慧

競爭儀表板
公司簡介
- 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 度分析師視角

第 13 章：附錄

研究方法論
參考
縮寫
免責聲明
聯絡我們

簡介目錄圖表

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

簡介目錄圖表

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)