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Artificial Intelligence in Agriculture Market by Technology (Machine Learning, Computer Vision, and Predictive Analytics), Offering (Software, Hardware, AI-as-a-Service, and Services), Application, and Geography - Global Forecast to 2026

農業における人工知能の世界市場予測：技術別（機械学習、コンピュータビジョン、予測分析）、提供方式別（ソフトウェア、ハードウェア、サービスとしてのAI、サービス）、用途別、地域別

◆タイトル：Artificial Intelligence in Agriculture Market by Technology (Machine Learning, Computer Vision, and Predictive Analytics), Offering (Software, Hardware, AI-as-a-Service, and Services), Application, and Geography - Global Forecast to 2026
◆商品コード：SE 5832
◆調査・発行会社：MarketsandMarkets
◆発行日：2020年4月30日
◆ページ数：153
◆レポート形式：PDF / 英語
◆納品方法：Eメール（受注後24時間以内）
◆調査対象地域：グローバル
◆産業分野：半導体
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【レポートの概要】

MarketsandMarkets社は農業における人工知能の世界市場が、2020年10憶ドルから2026年40憶ドルまで、年平均25.5％成長すると予測しています。本調査レポートでは、農業における人工知能の世界市場を広く調査・分析し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場動向、技術別（機械学習、コンピュータビジョン、予測分析）分析、提供方式別（ソフトウェア、ハードウェア、サービスとしてのAI、サービス）分析、用途別（精密農業、家畜監視、ドローン分析、農業用ロボット、その他）分析、地域別分析、競争状況、企業概要などを含め、今後の方向性を提示しています。
・イントロダクション
・調査手法
・エグゼクティブサマリー
・プレミアムインサイト
・市場動向
・農業における人工知能の世界市場：技術別（機械学習、コンピュータビジョン、予測分析）
・農業における人工知能の世界市場：提供方式別（ソフトウェア、ハードウェア、サービスとしてのAI、サービス）
・農業における人工知能の世界市場：用途別（精密農業、家畜監視、ドローン分析、農業用ロボット、その他）
・農業における人工知能の世界市場：地域別
・競争状況
・企業概要

“The AI in agriculture market is projected to grow at a CAGR of 25.5% from 2020 to 2026.”
The overall AI in agriculture market is estimated to be USD 1.0 billion in 2020 and is projected to reach USD 4.0 billion by 2026, at a CAGR of 25.5% between 2020 and 2026. The market growth is propelled by the increasing implementation of data generation through sensors and aerial images for crops, increasing crop productivity through deep-learning technology, and government support for the adoption of modern agricultural techniques. However, the high cost of gathering precise field data restrains the market growth. Developing countries, such as China, Brazil, and India, are likely to provide an opportunity for the players in the AI in agriculture market due to the increasing use of unmanned aerial vehicles/drones by these countries in their agricultural farms.

“By technology, the machine learning segment is estimated to account for the largest share of the AI in agriculture market during the forecast period.”
Machine learning-enabled solutions are being significantly adopted by agricultural organizations and farmers worldwide to enhance farm productivity and to gain a competitive edge in business operations. In the coming years, the application of machine learning in various agricultural practices is expected to rise exponentially.

“By offering, the AI-as-a-Service segment is projected to register the highest CAGR from 2020 to 2026.”
Increasing demand for machine learning tool kits and applications that are available in AI-based services, along with benefits, such as advanced infrastructure at minimal cost, transparency in business operations, and better scalability, is leading to the growth of the AI-as-a-Service segment.

“By application, the precision farming segment held the largest market size in 2019.”
Precision farming involves the usage of innovative artificial intelligence (AI) technologies, such as machine learning, computer vision, and predictive analytics tools, for increasing agriculture productivity. It comprises a technology-driven analysis of data acquired from the fields for increasing crop productivity. Precision farming helps in managing variations in the field accurately, thus enabling the growth of more crops using fewer resources and at reduced production costs. Precision devices integrated with AI technologies help in collecting farm-related data, thereby helping the farmers make better decisions and increase the productivity of their lands

Breakdown of profiles of primary participants:
• By Company Type: Tier 1 – 35%, Tier 2 – 40%, and Tier 3 – 25%
• By Designation: C-level Executives – 57%, Directors – 29%, and Others – 14%
• By Region: Americas – 40%, Europe – 30%, Asia Pacific (APAC)– 20%, and Rest of the World (RoW) – 10%

International Business Machines Corp. (IBM) (US), Deere & Company (John Deere) (US), Microsoft Corporation (Microsoft) (US), Farmers Edge Inc. (Farmers Edge) (Canada), The Climate Corporation (Climate Corp.) (US), ec2ce (ec2ce) (Spain), Descartes Labs, Inc. (Descartes Labs) (US), AgEagle Aerial Systems (AgEagle) (US), and aWhere Inc. (aWhere) (US) are the prominent players in the AI in agriculture market

Research Coverage:
The AI in agriculture market has been segmented based on technology, offering, application, and geography.

Reasons to Buy the Report:
• This report includes statistics pertaining to the AI in agriculture market based on technology, offering, application, and geography.
• The report includes detailed information on major drivers, restraints, opportunities, and challenges pertaining to the market.
• The report also includes illustrative segmentation, analysis, and forecast for the AI in agriculture market based on its segments and subsegments.

【レポートの目次】

1 INTRODUCTION (Page No. – 18)
1.1 STUDY OBJECTIVES
1.2 DEFINITION
1.3 STUDY SCOPE
1.3.1 MARKETS COVERED
1.3.2 GEOGRAPHIC SCOPE
1.4 YEARS CONSIDERED FOR STUDY
1.5 CURRENCY
1.6 LIMITATIONS
1.7 STAKEHOLDERS

2 RESEARCH METHODOLOGY (Page No. – 22)
2.1 RESEARCH DATA
2.1.1 SECONDARY DATA
2.1.1.1 Major secondary sources
2.1.1.2 Key data from secondary sources
2.1.2 PRIMARY DATA
2.1.2.1 Primary interviews with experts
2.1.2.2 Breakdown of primaries
2.1.2.3 Key data from primary sources
2.1.2.4 Key industry insights
2.1.3 SECONDARY AND PRIMARY RESEARCH
2.2 MARKET SIZE ESTIMATION
2.2.1 BOTTOM-UP APPROACH
2.2.1.1 Approach for capturing market share by bottom-up analysis (demand side)
2.2.2 TOP-DOWN APPROACH
2.2.2.1 Approach for capturing market share by top-down analysis (supply side)
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS

3 EXECUTIVE SUMMARY (Page No. – 31)

4 PREMIUM INSIGHTS (Page No. – 36)
4.1 ATTRACTIVE OPPORTUNITIES FOR THE AI IN AGRICULTURE MARKET
4.2 AI IN AGRICULTURE MARKET, BY OFFERING
4.3 AI IN AGRICULTURE MARKET, BY TECHNOLOGY
4.4 AI IN AGRICULTURE MARKET FOR APAC, BY APPLICATION & COUNTRY
4.5 AI IN AGRICULTURE MARKET, BY GEOGRAPHY

5 MARKET OVERVIEW (Page No. – 39)
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
5.2.1 DRIVERS
5.2.1.1 Increasing strain on global food supply owing to rising population
5.2.1.2 Increasing implementation of data generation through sensors and aerial images for crops
5.2.1.3 Increasing crop productivity through deep learning technology
5.2.1.4 Government support to adopt modern agricultural techniques
5.2.2 RESTRAINTS
5.2.2.1 High cost of gathering precise field data
5.2.3 OPPORTUNITIES
5.2.3.1 Developing countries to offer significant growth opportunities
5.2.3.2 Use of AI solutions to manage small farms (less than 5 hectares)
5.2.4 CHALLENGES
5.2.4.1 Lack of standardization
5.2.4.2 Lack of awareness about AI among farmers
5.2.4.3 Limited availability of historical data
5.3 VALUE CHAIN ANALYSIS
5.4 IMPACT OF COVID-19 ON AI IN AGRICULTURE MARKET

6 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY TECHNOLOGY (Page No. – 47)
6.1 INTRODUCTION
6.2 MACHINE LEARNING
6.2.1 MACHINE LEARNING TECHNOLOGY TO HOLD THE LARGEST SHARE OF AI IN AGRICULTURE MARKET
6.3 COMPUTER VISION
6.3.1 COMPUTER VISION TECHNOLOGY IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
6.4 PREDICTIVE ANALYTICS
6.4.1 INCREASING PREDICTIVE ANALYTICS APPLICATIONS IS EXPECTED TO DRIVE THE GROWTH OF AI IN AGRICULTURE MARKET

7 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY OFFERING (Page No. – 52)
7.1 INTRODUCTION
7.2 HARDWARE
7.2.1 TECHNOLOGICAL ADVANCEMENTS IN THE HARDWARE SEGMENT IS LEADING TO THE WIDESPREAD ADOPTION OF AI IN AGRICULTURE
7.2.2 PROCESSOR
7.2.3 STORAGE DEVICE
7.2.4 NETWORK
7.3 SOFTWARE
7.3.1 AI IN AGRICULTURE MARKET FOR SOFTWARE SEGMENT IS PROJECTED TO HOLD THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD
7.3.2 AI PLATFORM
7.3.3 AI SOLUTION
7.4 AI-AS-A-SERVICE
7.4.1 AI-AS-A-SERVICE SEGMENT IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
7.5 SERVICES
7.5.1 INCREASING REQUIREMENT OF ONLINE AND OFFLINE SUPPORT SERVICES IS LEADING TO THE GROWTH OF THIS SEGMENT
7.5.2 DEPLOYMENT & INTEGRATION
7.5.3 SUPPORT & MAINTENANCE

8 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY APPLICATION (Page No. – 62)
8.1 INTRODUCTION
8.2 PRECISION FARMING
8.2.1 PRECISION FARMING IS EXPECTED TO HOLD THE LARGEST MARKET SHARE DURING THE FORECAST PERIOD
8.2.2 YIELD MONITORING
8.2.3 FIELD MAPPING
8.2.4 CROP SCOUTING
8.2.5 WEATHER TRACKING & FORECASTING
8.2.6 IRRIGATION MANAGEMENT
8.3 LIVESTOCK MONITORING
8.3.1 INCREASING LIVESTOCK MONITORING APPLICATIONS IS DRIVING THE GROWTH OF THIS SEGMENT
8.4 DRONE ANALYTICS
8.4.1 DRONE ANALYTICS APPLICATION EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
8.5 AGRICULTURE ROBOTS
8.5.1 INCREASED DEEP LEARNING CAPABILITIES OF AGRICULTURE ROBOTS IS DRIVING THE GROWTH OF THIS SEGMENT
8.6 LABOR MANAGEMENT
8.6.1 MAJOR BENEFITS SUCH AS REDUCED PRODUCTION COSTS DUE TO LABOR MANAGEMENT APPLICATION IS LEADING TO THE GROWTH OF THIS SEGMENT
8.7 OTHERS
8.7.1 SMART GREENHOUSE MANAGEMENT
8.7.2 SOIL MANAGEMENT
8.7.2.1 Moisture monitoring
8.7.2.2 Nutrient monitoring
8.7.3 FISH FARMING MANAGEMENT

9 GEOGRAPHIC ANALYSIS (Page No. – 87)
9.1 INTRODUCTION
9.2 AMERICAS
9.2.1 NORTH AMERICA
9.2.1.1 US
9.2.1.1.1 US projected to account for the largest size of the AI in agriculture market in North America
9.2.1.2 Canada
9.2.1.2.1 Increasing AI technology adoption is leading to the growth of Canadian AI in agriculture market
9.2.1.3 Mexico
9.2.1.3.1 AI in agriculture market in Mexico is projected to grow at the highest CAGR during the forecast period
9.2.2 SOUTH AMERICA
9.2.2.1 Brazil
9.2.2.1.1 Brazil expected to hold the largest share in the South American AI in agriculture market
9.2.2.2 Argentina
9.2.2.2.1 Expanding industrial production in Argentina is driving the market
9.2.2.3 Rest of South America
9.3 EUROPE
9.3.1 UK
9.3.1.1 Increasing adoption of AI-based solutions for agriculture is driving the UK market
9.3.2 GERMANY
9.3.2.1 Germany held the largest share of European AI in agriculture market in 2019
9.3.3 FRANCE
9.3.3.1 Increasing number of start-ups developing AI solutions for agriculture is driving the market in Europe
9.3.4 ITALY
9.3.4.1 AI in agriculture market in Italy is growing steadily to overcome drastic climate conditions
9.3.5 SPAIN
9.3.5.1 Favorable government policies are driving the AI in agriculture market in Spain
9.3.6 REST OF EUROPE
9.4 ASIA PACIFIC
9.4.1 AUSTRALIA
9.4.1.1 Australia expected to hold the largest share of the AI in agriculture market in APAC
9.4.2 CHINA
9.4.2.1 Increasing precision farming applications in China is expected to drive the AI in agriculture market for APAC
9.4.3 JAPAN
9.4.3.1 In 2019, Japan held the second-largest share of AI in agriculture market in APAC
9.4.4 SOUTH KOREA
9.4.4.1 Government funding and initiatives are driving the growth of AI in agriculture market in South Korea
9.4.5 INDIA
9.4.5.1 India is expected to be the fastest-growing AI in agriculture market in APAC
9.4.6 REST OF APAC
9.5 REST OF THE WORLD
9.5.1 INCREASING AWARENESS AMONG FARMERS REGARDING THE BENEFITS OF AI ASSISTED AGRICULTURAL OPERATIONS IS DRIVING THE MARKET IN ROW

10 COMPETITIVE LANDSCAPE (Page No. – 106)
10.1 OVERVIEW
10.2 RANKING ANALYSIS
10.3 COMPETITIVE SCENARIO
10.3.1 PRODUCT LAUNCHES AND DEVELOPMENTS
10.3.2 PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS
10.3.3 MERGERS AND ACQUISITIONS
10.4 COMPETITIVE LEADERSHIP MAPPING
10.4.1 VISIONARY LEADERS
10.4.2 DYNAMIC DIFFERENTIATORS
10.4.3 INNOVATORS
10.4.4 EMERGING COMPANIES

11 COMPANY PROFILES (Page No. – 113)
11.1 KEY PLAYERS
(Business Overview, Products Offered, Recent Developments, SWOT Analysis, MnM View)*
11.1.1 IBM
11.1.2 DEERE & COMPANY
11.1.3 MICROSOFT
11.1.4 THE CLIMATE CORPORATION
11.1.5 FARMERS EDGE
11.1.6 GRANULAR
11.1.7 AGEAGLE
11.1.8 DESCARTES LABS
11.1.9 PROSPERA
11.1.10 TARANIS
11.1.11 AWHERE
11.2 RIGHT-TO-WIN
11.3 OTHER KEY COMPANIES
11.3.1 GAMAYA
11.3.2 EC2CE
11.3.3 PRECISION HAWK
11.3.4 VINEVIEW
11.3.5 CAINTHUS
11.3.6 TULE TECHNOLOGIES
11.3.7 RESSON
11.3.8 CONNECTERRA
11.3.9 VISION ROBOTICS
11.3.10 FARMBOT
11.3.11 HARVEST CROO
11.3.12 PEAT
11.3.13 AUTONOMOUS TRACTOR CORPORATION
11.3.14 TRACE GENOMICS
11.3.15 CROPX TECHNOLOGIES

*Business Overview, Products Offered, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.

12 APPENDIX (Page No. – 145)
12.1 INSIGHTS OF INDUSTRY EXPERTS
12.2 DISCUSSION GUIDE
12.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
12.4 AVAILABLE CUSTOMIZATIONS
12.5 RELATED REPORTS
12.6 AUTHOR DETAILS

LIST OF TABLES (81 TABLES)

TABLE 1 AI IN AGRICULTURE MARKET, BY TECHNOLOGY, 2017–2026 (USD MILLION)
TABLE 2 AI IN AGRICULTURE MARKET FOR MACHINE LEARNING TECHNOLOGY, BY REGION, 2017–2026 (USD MILLION)
TABLE 3 AI IN AGRICULTURE MARKET FOR COMPUTER VISION TECHNOLOGY, BY REGION, 2017–2026 (USD MILLION)
TABLE 4 AI IN AGRICULTURE MARKET FOR PREDICTIVE ANALYTICS TECHNOLOGY, BY REGION, 2017–2026 (USD MILLION)
TABLE 5 AI IN AGRICULTURE MARKET, BY OFFERING, 2017–2026 (USD MILLION)
TABLE 6 AI IN AGRICULTURE MARKET FOR HARDWARE, BY TYPE, 2017–2026 (USD MILLION)
TABLE 7 AI IN AGRICULTURE MARKET FOR HARDWARE, BY REGION, 2017–2026 (USD MILLION)
TABLE 8 AI IN AGRICULTURE MARKET FOR PROCESSOR, BY TYPE, 2017–2026 (USD MILLION)
TABLE 9 AI IN AGRICULTURE MARKET FOR SOFTWARE, BY TYPE, 2017–2026 (USD MILLION)
TABLE 10 AI IN AGRICULTURE MARKET FOR SOFTWARE, BY REGION, 2017–2026 (USD MILLION)
TABLE 11 AI PLATFORM MARKET, BY PLATFORM TYPE, 2017–2026 (USD MILLION)
TABLE 12 AI SOLUTION MARKET, BY DEPLOYMENT TYPE, 2017–2026 (USD MILLION)
TABLE 13 AI IN AGRICULTURE MARKET FOR SERVICES, BY TYPE, 2017–2026 (USD MILLION)
TABLE 14 AI IN AGRICULTURE MARKET FOR SERVICES, BY REGION, 2017–2026 (USD MILLION)
TABLE 15 AI IN AGRICULTURE MARKET, BY APPLICATION, 2017–2026 (USD MILLION)
TABLE 16 PRECISION FARMING: AI IN AGRICULTURE MARKET, BY REGION 2017–2026 (USD MILLION)
TABLE 17 PRECISION FARMING: AI IN AGRICULTURE MARKET, BY TYPE, 2017–2026 (USD MILLION)
TABLE 18 PRECISION FARMING: AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2017–2026 (USD MILLION)
TABLE 19 PRECISION FARMING: AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 20 PRECISION FARMING: AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 21 PRECISION FARMING: AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 22 PRECISION FARMING: AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 23 PRECISION FARMING: AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 24 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET, BY REGION, 2017–2026 (USD MILLION)
TABLE 25 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2017–2026 (USD MILLION)
TABLE 26 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2026, (USD MILLION)
TABLE 27 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 28 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 29 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 30 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 31 DRONE ANALYTICS: AI IN AGRICULTURE MARKET, BY REGION, 2017–2026 (USD MILLION)
TABLE 32 DRONE ANALYTICS: AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2017–2026 (USD MILLION)
TABLE 33 DRONE ANALYTICS: AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 34 DRONE ANALYTICS: AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 35 DRONE ANALYTICS: AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 36 DRONE ANALYTICS: AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 37 DRONE ANALYTICS: AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 38 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET, BY REGION, 2017–2026 (USD MILLION)
TABLE 39 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2017–2026 (USD MILLION)
TABLE 40 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 41 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 42 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 43 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 44 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 45 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET, BY REGION, 2017–2026 (USD MILLION)
TABLE 46 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2017–2026 (USD MILLION)
TABLE 47 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 48 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 49 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 50 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 51 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 52 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET, BY REGION, 2017–2026 (USD MILLION)
TABLE 53 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2017–2026 (USD MILLION)
TABLE 54 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 55 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 56 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 57 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 58 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 59 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY REGION, 2017–2026 (USD MILLION)
TABLE 60 AI IN AGRICULTURE MARKET IN AMERICAS, BY APPLICATION, 2017–2026 (USD MILLION)
TABLE 61 AI IN AGRICULTURE MARKET IN AMERICAS, BY TECHNOLOGY, 2017–2026 (USD MILLION)
TABLE 62 AI IN AGRICULTURE MARKET IN AMERICAS, BY OFFERING, 2017–2026 (USD MILLION)
TABLE 63 AI IN AGRICULTURE MARKET IN AMERICAS, BY REGION, 2017–2026 (USD MILLION)
TABLE 64 AI IN AGRICULTURE MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 65 AI IN AGRICULTURE MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 66 AI IN AGRICULTURE MARKET IN EUROPE, BY APPLICATION, 2017–2026 (USD MILLION)
TABLE 67 AI IN AGRICULTURE MARKET IN EUROPE, BY TECHNOLOGY, 2017–2026 (USD MILLION)
TABLE 68 AI IN AGRICULTURE MARKET IN EUROPE, BY OFFERING, 2017–2026 (USD MILLION)
TABLE 69 AI IN AGRICULTURE MARKET IN EUROPE, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 70 AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY APPLICATION, 2017–2026 (USD MILLION)
TABLE 71 AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY TECHNOLOGY, 2017–2026 (USD MILLION)
TABLE 72 AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY OFFERING, 2017–2026 (USD MILLION)
TABLE 73 AI IN AGRICULTURE MARKET IN ASIA PACIFIC, BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 74 AI IN AGRICULTURE MARKET IN ROW, BY APPLICATION, 2017–2026 (USD MILLION)
TABLE 75 AI IN AGRICULTURE MARKET IN ROW, BY TECHNOLOGY, 2017–2026 (USD MILLION)
TABLE 76 AI IN AGRICULTURE MARKET IN ROW, BY OFFERING, 2017–2026 (USD MILLION)
TABLE 77 AI IN AGRICULTURE MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 78 RANKING ANALYSIS OF TOP 5 PLAYERS IN AI IN AGRICULTURE MARKET
TABLE 79 PRODUCT LAUNCHES AND DEVELOPMENTS, AUGUST 2018– DECEMBER 2019
TABLE 80 PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS, NOVEMBER 2019–MARCH 2020
TABLE 81 ACQUISITIONS, SEPTEMBER 2017–SEPTEMBER 2018

LIST OF FIGURES (40 FIGURES)

FIGURE 1 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SEGMENTATION
FIGURE 2 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: RESEARCH DESIGN
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
FIGURE 5 MARKET BREAKDOWN AND DATA TRIANGULATION
FIGURE 6 ASSUMPTIONS FOR RESEARCH STUDY
FIGURE 7 GLOBAL AI IN AGRICULTURE MARKET SIZE, 2017–2026 (USD MILLION)
FIGURE 8 BY OFFERING, SOFTWARE SEGMENT TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD
FIGURE 9 BY APPLICATION, DRONE ANALYTICS SEGMENT TO GROW AT THE HIGHEST RATE DURING THE FORECAST PERIOD
FIGURE 10 BY TECHNOLOGY, COMPUTER VISION SEGMENT TO GROW AT THE HIGHEST RATE DURING THE FORECAST PERIOD
FIGURE 11 AI IN AGRICULTURE MARKET IN APAC EXPECTED TO GROW AT THE HIGHEST RATE DURING THE FORECAST PERIOD
FIGURE 12 AI IN AGRICULTURE MARKET IS PROJECTED TO WITNESS A HIGH GROWTH RATE BETWEEN 2020 AND 2026
FIGURE 13 SOFTWARE HELD THE LARGEST MARKET SHARE IN 2019
FIGURE 14 MACHINE LEARNING TECHNOLOGY TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD
FIGURE 15 AUSTRALIA EXPECTED TO HOLD THE LARGEST MARKET SHARE IN APAC IN 2019
FIGURE 16 US HELD THE LARGEST SHARE OF THE AI IN AGRICULTURE MARKET IN 2019
FIGURE 17 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
FIGURE 18 AMOUNT OF DATA GENERATED BY IOT-CONNECTED FARMS GLOBALLY, PER DAY
FIGURE 19 VALUE CHAIN ANALYSIS: MAJOR VALUE IS ADDED DURING COMPONENT DEVELOPMENT AND DEVICE INTEGRATION PHASE
FIGURE 20 COMPUTER VISION TECHNOLOGY TO REGISTER THE HIGHEST CAGR BETWEEN 2020 AND 2026
FIGURE 21 AMERICAS TO HOLD THE LARGEST MARKET SIZE FOR COMPUTER VISION TECHNOLOGY BETWEEN 2020 AND 2026
FIGURE 22 HARDWARE SEGMENT TO GROW AT THE HIGHEST RATE BETWEEN 2020 AND 2026
FIGURE 23 BY SOFTWARE, AI PLATFORM EXPECTED TO WITNESS A HIGHER CAGR THAN AI SOLUTION DURING THE FORECAST PERIOD
FIGURE 24 AMERICAS TO HOLD THE LARGEST SIZE OF THE AI IN AGRICULTURE MARKET FOR SERVICES DURING THE FORECAST PERIOD
FIGURE 25 DRONE ANALYTICS APPLICATION PROJECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
FIGURE 26 MARKET FOR PRECISION FARMING APPLICATION IN REST OF EUROPE EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
FIGURE 27 AMERICAS TO DOMINATE THE AI IN AGRICULTURE MARKET FOR LIVESTOCK MONITORING APPLICATION BETWEEN 2020 AND 2026
FIGURE 28 ASIA PACIFIC TO EXHIBIT THE HIGHEST GROWTH IN THE AI IN AGRICULTURE MARKET FOR DRONE ANALYTICS APPLICATION DURING THE FORECAST PERIOD
FIGURE 29 AMERICAS TO HOLD THE LARGEST MARKET SIZE FOR AGRICULTURE ROBOTS APPLICATION BY 2026
FIGURE 30 LABOR MANAGEMENT APPLICATION IN MEXICO TO GROW AT THE HIGHEST RATE DURING THE FORECAST PERIOD
FIGURE 31 AMERICAS TO ACCOUNT FOR THE LARGEST SIZE OF THE AI IN AGRICULTURE MARKET IN OTHER APPLICATIONS BY 2026
FIGURE 32 GEOGRAPHIC SNAPSHOT: RAPIDLY GROWING ECONOMIES, SUCH AS AUSTRALIA, CHINA, AND INDIA, ARE EMERGING AS NEW HOTSPOTS FOR THE AI IN AGRICULTURE MARKET
FIGURE 33 AMERICAS: AI IN AGRICULTURE MARKET SNAPSHOT
FIGURE 34 EUROPE: AI IN AGRICULTURE MARKET SNAPSHOT
FIGURE 35 ASIA PACIFIC: AI IN AGRICULTURE MARKET SNAPSHOT
FIGURE 36 PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS WERE KEY GROWTH STRATEGIES ADOPTED BY COMPANIES FROM SEPTEMBER 2017 TO MARCH 2020
FIGURE 37 AI IN AGRICULTURE MARKET (GLOBAL) COMPETITIVE LEADERSHIP MAPPING, 2019
FIGURE 38 IBM: COMPANY SNAPSHOT
FIGURE 39 DEERE & COMPANY: COMPANY SNAPSHOT
FIGURE 40 MICROSOFT: COMPANY SNAPSHOT

★調査レポート[農業における人工知能の世界市場予測：技術別（機械学習、コンピュータビジョン、予測分析）、提供方式別（ソフトウェア、ハードウェア、サービスとしてのAI、サービス）、用途別、地域別] ( Artificial Intelligence in Agriculture Market by Technology (Machine Learning, Computer Vision, and Predictive Analytics), Offering (Software, Hardware, AI-as-a-Service, and Services), Application, and Geography - Global Forecast to 2026 / SE 5832) 販売に関する免責事項

[農業における人工知能の世界市場予測：技術別（機械学習、コンピュータビジョン、予測分析）、提供方式別（ソフトウェア、ハードウェア、サービスとしてのAI、サービス）、用途別、地域別] ( Artificial Intelligence in Agriculture Market by Technology (Machine Learning, Computer Vision, and Predictive Analytics), Offering (Software, Hardware, AI-as-a-Service, and Services), Application, and Geography - Global Forecast to 2026 / SE 5832) についてEメールでお問い合わせ

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SE 5492 / MarketsandMarkets / 2020年2月28日 / MarketsandMarkets社は地理情報システムの世界市場が、2020年81憶ドルから2025年145億ドルまで、年平均12.4％成長すると予測しています。本調査レポートでは、地理情報システムの世界市場について調査・分析し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場動向、産業トレンド、提供方式別（ハードウェア（GISコレクター、トータルステーション、LIDAR）、ソフトウェア、サービス）分析、機能別（マッピング、測量、テレマティクス＆ナビゲーション、ロケーションベースサービス）分析、産業別（農業、石油＆ガス、建築・エンジニアリング・建設、交通）分析、地域別分析、競争状況、企業概要などを含め、次の構成でお届け致します。・イントロダクション・調査手法・エグゼクティブサマリー・プレミアムインサイト・市場動向・産業トレンド・地理情報システムの世界市場：提供方式別（ハードウェア（GISコレクター、トータルステーション、LIDAR）、ソフトウェア、サービス）・地理情報システムの世界市場：機能別（マッピング、測量、テレマティクス＆ナビゲーション、ロケーションベースサービス）・地理情報システムの世界市場：産業別（農業、石油＆ガス、建築・エンジニアリング・建設、交通）...“Manufacturing execution system market to grow at a CAGR of 12.4% from 2020 to 2025” the global geographic information systems (GIS) market size is expected to grow from USD 8.1 billion in 2020 to USD 14.5 billion by 2025 at a CAGR of 12.4% from 2020 to 2025. The key factors driving the growth of the GIS industry are the development of smart cities and urbanization, integration of geospatial technology with mainstream technologies for business intelligence, and growing adoption of GIS solutions in the transportation sector. However, geospatial data barriers and high costs associated with GIS solutions pose a major...

スマート温室の世界市場予測：種類別（水耕栽培、非水耕栽培）、カバー材料別（ポリエチレン、ポリカーボネート、その他）、提供方式別（ハードウェア、ソフトウェア、サービス）、コンポーネント別、栽培別、エンドユーザー別、地域別
SE 3602 / MarketsandMarkets / 2020年4月30日 / MarketsandMarkets社はスマート温室の世界市場が、2020年14億ドルから2025年21億ドルまで、年平均9.2％成長すると予測しています。本調査レポートでは、スマート温室の世界市場を広く調査・分析し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場動向、種類別（水耕栽培、非水耕栽培）分析、カバー材料別（ポリエチレン、ポリカーボネート、その他）分析、提供方式別（ハードウェア、ソフトウェア、サービス）分析、コンポーネント別（空調システム、LEDグローライト、制御システム・センサー）分析、栽培作物別（野菜、果物、花）分析、エンドユーザー別（商業栽培者、研究・教育機関、小売ガーデン）分析、地域別分析、競争状況、企業概要などを含め、今後の方向性を提示しています。・イントロダクション・調査手法・エグゼクティブサマリー・プレミアムインサイト・市場動向・スマート温室の世界市場：種類別（水耕栽培、非水耕栽培）・スマート温室の世界市場：カバー材料別（ポリエチレン、ポリカーボネート、その他）・スマート温室の世界市場：提供方式別（ハードウェア、ソフトウェア、サービス）・スマート温室の世界市場：コンポーネント別（空調システム、LEDグローライト、制御システム・センサー）...“The smart greenhouse market is projected to grow at a CAGR of 9.2 from 2020 to 2025.” The smart greenhouse market is projected to reach USD 2.1 billion by 2025 from USD 1.4 billion in 2020; it is expected to grow at a CAGR of 9.2% from 2020 to 2025. The smart greenhouse market in APAC is projected to grow at the highest CAGR during the forecast period. The growth of the market in APAC can be attributed to the continuously increasing population of the region, thereby leading to rising demand for food. This has led to an increase in...

インタラクティブキオスクの世界市場予測：提供方式別（ハードウェア、ソフトウェア、サービス）、種類別（銀行キオスク、セルフサービスキオスク、自動販売機キオスク）、場所別（屋内、屋外）、パネルサイズ別（17インチ〜32インチ、32インチ以上）、産業別、地域別
SE 4036 / MarketsandMarkets / 2020年2月28日 / MarketsandMarkets社はインタラクティブキオスクの世界市場が、2020年262憶ドルから2025年328憶ドルまで、年平均4.6％成長すると予測しています。本調査レポートでは、インタラクティブキオスクの世界市場について調査・分析し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場動向、産業トレンド、提供方式別（ハードウェア、ソフトウェア、サービス）分析、種類別（銀行キオスク、セルフサービスキオスク、自動販売機キオスク）分析、場所別（屋内、屋外）分析、パネルサイズ別（17インチ〜32インチ、32インチ以上）分析、産業別（小売り、ヘルスケア、金融、政府、交通）、地域別分析、競争状況、企業概要などを含め、次の構成でお届け致します。・イントロダクション・調査手法・エグゼクティブサマリー・プレミアムインサイト・市場動向・産業トレンド・インタラクティブキオスクの世界市場：提供方式別（ハードウェア、ソフトウェア、サービス）・インタラクティブキオスクの世界市場：種類別（銀行キオスク、セルフサービスキオスク、自動販売機キオスク）・インタラクティブキオスクの世界市場：場所別（屋内、屋外）...“Enhanced shopping experience for customers drives the interactive kiosk market” The interactive kiosk market is expected to grow from USD 26.2 billion in 2020 to USD 32.8 billion by 2025, at a CAGR of 4.6%. The market growth can be attributed to several factors such as enhanced shopping experience for customers, lower investment costs than traditional outlets, enhanced applications other than conventional ones, and innovations in touch screen display and glass technology. However, the high set up cost and need for regular maintenance of the kiosks and rising cyber-crime incidents are expected to hamper the growth of the market. “Vending...

ビデオ監視の世界市場予測：システム別、提供方式別（ハードウェア（カメラ、ストレージデバイス、モニター）、ソフトウェア（ビデオ分析、ビデオ管理システム）、サービス（VSaaS））、産業別（商業、インフラ、住宅）、地域別
SE 2873 / MarketsandMarkets / 2020年4月30日 / MarketsandMarkets社はビデオ監視の世界市場が、2020年455億ドルから2025年746億ドルまで、年平均10.4％成長すると予測しています。本調査レポートでは、ビデオ監視の世界市場を広く調査・分析し、イントロダクション、調査手法、エグゼクティブサマリー、プレミアムインサイト、市場動向、提供方式別（ハードウェア、ソフトウェア、サービス）分析、システム別（アナログビデオ監視システム、IPビデオ監視システム）分析、産業別（商業、インフラ、軍事・防衛、住宅、公共施設）分析、地域別分析、競争状況、企業概要などを含め、今後の方向性を提示しています。・イントロダクション・調査手法・エグゼクティブサマリー・プレミアムインサイト・市場動向・ビデオ監視の世界市場：提供方式別（ハードウェア、ソフトウェア、サービス）・ビデオ監視の世界市場：システム別（アナログビデオ監視システム、IPビデオ監視システム）・ビデオ監視の世界市場：産業別（商業、インフラ、軍事・防衛、住宅、公共施設）・ビデオ監視の世界市場：地域別...“Video surveillance market projected to grow at a CAGR of 10.4% during 2020–2025.” The global video surveillance market size is expected to grow from USD 45.5 billion in 2020 to USD 74.6 billion by 2025, at a CAGR of 10.4%. Increasing concerns about public safety and security, growing adoption of IP cameras, and rising demand for wireless and spy cameras are the factors driving the growth of the video surveillance industry. However, violation of privacy is a major restraint. Growing government and stakeholder funding for developing smart cities and employing city surveillance solutions, rising demand for VSaaS services, ongoing technological...

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