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農業用ロボットの世界市場 (~2025年):UAV・搾乳ロボット・無人トラクター・自動収穫システム - COVID-19の影響

Agricultural Robots Market with COVID-19 Impact Analysis by Offering, Type (UAVs, Milking Robots, Driverless Tractors, Automated Harvesting Systems), Farming Environment, Farm Produce, Application, Geography-Global Forecast to 2025

発行 MarketsandMarkets 商品コード 950816
出版日 ページ情報 英文 295 Pages
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本日の銀行送金レート: 1USD=106.59円で換算しております。
農業用ロボットの世界市場 (~2025年):UAV・搾乳ロボット・無人トラクター・自動収穫システム - COVID-19の影響 Agricultural Robots Market with COVID-19 Impact Analysis by Offering, Type (UAVs, Milking Robots, Driverless Tractors, Automated Harvesting Systems), Farming Environment, Farm Produce, Application, Geography-Global Forecast to 2025
出版日: 2020年07月13日 ページ情報: 英文 295 Pages
概要

世界の農業用ロボットの市場は予測期間中34.5%のCAGRで推移し、2020年の46億米ドルから、2025年には203億米ドルの規模に成長すると予測されています。農業従事者の平均年齢の上昇や、新規就農者の不足を背景に、自動化された農機具の普及と新しい農業用ロボットの開発が進められています。画像化、ナビゲーション、植付け、除草、収穫など、農業のあらゆる面で開発が進行中であり、大規模農業経営者は、コスト削減と市場でのコスト優位性の維持のため、農業技術開発企業と協力関係を構築しています。世界な食料需要が拡大する中、生産性の向上はロボットによる自動化によってのみ達成可能と考えられています。

当レポートでは、世界の農業用ロボットの市場を調査し、市場の定義と概要、バリューチェーン、COVID-19およびその他の市場影響因子の分析、技術ロードマップ、市場規模の推移・予測、提供内容・タイプ・農業環境・農作物・用途・地域/主要国など各種区分別の内訳、競合環境、主要企業のプロファイルなどをまとめています。

第1章 イントロダクション

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 重要考察

第5章 市場概要

  • 市場の進化
  • 市場力学
    • 促進要因
    • 抑制要因
    • 市場機会
    • 課題
  • 隣接市場・関連市場

第6章 産業動向

  • バリューチェーン分析
  • 技術ロードマップ
  • PESTEL分析

第7章 市場分析・予測:提供内容別

  • ハードウェア
    • 自動化・制御システム
    • センシング&モニタリングデバイス
  • ソフトウェア
    • ローカル・Webベース
    • クラウドベース
  • サービス
    • システム統合・コンサルティング
    • マネージドサービス
    • 接続サービス
    • 専門支援サービス
    • メンテナンス・サポートサービス
  • COVID-19の影響

第8章 市場分析・予測:タイプ別

  • 無人航空機/ドローン
    • 固定翼ドローン
    • 回転翼ドローン
    • ハイブリッドドローン
  • 搾乳ロボット
  • 無駆動トラクター
  • 自動収穫システム
  • その他
  • COVID-19の影響

第9章 市場分析・予測:農業環境別

  • 屋外
  • 屋内
  • COVID-19の影響

第10章 市場分析・予測:農産物別

  • 果物・野菜
  • 畑作物
  • 乳製品・家畜
  • その他
  • COVID-19の影響

第11章 市場分析・予測:用途別

  • 収穫管理
  • 畑作
    • 作物モニタリング
    • 植物スカウティング
    • 作物スカウティング
  • 乳製品・家畜管理
    • 乳製品管理
    • 家畜監視
    • 精密養殖
    • 水分モニタリング
    • 栄養モニタリング
  • 灌漑管理
  • 剪定管理
  • 気象追跡・監視
  • 在庫管理
  • その他
  • COVID-19の影響

第12章 市場分析・予測:地域・主要国別

  • 南北アメリカ
  • 欧州
  • アジア太平洋
  • その他の地域
  • COVID-19の影響

第13章 農業用ロボットの導入:農場規模別

  • 小規模農家
  • 中規模農家
  • 大規模農家

第14章 競合情勢

  • 概要
  • 市場シェア分析
  • 競合リーダーシップマッピング
  • 製品ポートフォリオ
  • 事業戦略の優秀性
  • スタートアップのシナリオ
  • 競合状況・動向

第15章 企業プロファイル

  • イントロダクション
  • 主要企業
    • DEERE & COMPANY
    • TRIMBLE
    • AGCO CORPORATION
    • DELAVAL
    • DJI
    • BOUMATIC ROBOTICS
    • LELY
    • AGJUNCTION
    • TOPCON POSITIONING SYSTEM
    • AGEAGLE AERIAL SYSTEMS
  • 有力企業
    • DEERE & COMPANY
    • DJI
    • TRIMBLE
    • AGCO CORPORATION
    • DELAVAL
  • その他
    • YANMAR CO.
    • DEEPFIELD ROBOTICS
    • ECOROBOTIX
    • HARVEST AUTOMATION
    • NAIO TECHNOLOGIES
    • ROBOTICS PLUS
    • CNH INDUSTRIAL N.V.
    • KUBOTA CORPORATION
    • HARVEST CROO
    • AUTONOMOUS TRACTOR CORPORATION

第16章 隣接市場・関連市場

第17章 付録

目次
Product Code: SE 5080

Title:
Agricultural Robots Market with COVID-19 Impact Analysis
by Offering, Type (UAVs, Milking Robots, Driverless Tractors, Automated Harvesting Systems), Farming Environment, Farm Produce, Application (Harvest Management, Field Farming), Geography-Global Forecast to 2025.

"The agricultural robots market is projected to grow at a CAGR of 34.5% during 2020-2025"

The agricultural robots market is expected to grow from USD 4.6 billion in 2020 and is projected to reach USD 20.3 billion by 2025; it is expected to grow at a CAGR of 34.5% during the forecast period. A shortage of new farmers, as indicated by the rising average age of farmers is driving the further use of automated agricultural equipment as well as the development of new agricultural robots. Development is taking place in all aspects of agriculture, such as imaging, navigation, planting, weeding, and harvesting. Large farms are also collaborating with companies developing agricultural technology to drive down costs and to maintain their cost advantage in the market. Increasing requirement for food globally will also require increasing productivity, which can only be achieved through robotic automation.

"UAVs are expected to maintain its market dominance during forecast period"

UAVs are expected to maintain the largest share of the market compared to other agricultural robots. Drones are the most inexpensive agricultural robots and can be deployed in all farms regarding of their size. Different variants of drones are available for different tasks. Fixed wing drones, offered by companies such as AgEagle Aerial Systems (US) are suitable for crop and livestock imaging. Rotary blade drones, such as those offered by DJI (China) have a more stable flight and can be used for precision spraying application. Most drone manufacturers also offer specialized software for farmers to gain actionable insights from captured data.

"Hardware components are expected to have the largest share of the market"

Hardware components, consisting of automation & control Systems and sensing & monitoring devices will continue to have the largest share of the market compared to either software or services. As agricultural robots are highly specialized in their design, they require specialized mechanical components and sensors to operate. These add a significant cost to the price of a robot. A strawberry picking robot cannot be programmed to be used for kiwi harvesting. Hardware systems are paramount to productivity, through faster working speed and reduced operational errors. Increased use of sensors and navigation modules in agricultural robots also contribute to the large market share of hardware.

"The market in the US is expected to have the largest share of the market"

Large farms and focus on agricultural productivity is one of the primary reason for the US having the largest market share when compared to other regions. With increasing restrictions on immigration and shortage of farm labor, large farms are investing in companies that develop agricultural robots. HARVEST CROO (US) is one such company, and is mainly funded by large strawberry farm operators. Robotic harvesting vehicles are also being tested in Florida and California to harvest other fruits such as apples and grapes to automate labor intensive tasks. Countries such as Canada, Mexico, and Brazil are also adopting various agricultural robots. Hence, North America is expected to have the highest share of the market.

The effects of COVID-19 is expected to vary widely across different regions and among producers and agricultural as well as the supply chain. The inability of farmers to access markets for produce due to operation and transportation hurdles is the primary cause for halting expenditures in agricultural robots during this period. Farmers who supply to commercial customers such as food processing plants, hotels and restaurants are expected to be most affected by the pandemic. In developed regions, it is expected that the use of agricultural robots will significantly increase starting 2021 onwards

In the process of determining and verifying the market size for several segments and subsegments gathered through secondary research, extensive primary interviews have been conducted with key industry experts in the agricultural robots marketspace. The break-up of primary participants for the report has been shown below:

  • By Company Type: Tier 1 - 40%, Tier 2 - 40%, and Tier 3 - 20%
  • By Designation: C-level Executives - 40%, Directors - 30%, and Others - 30%
  • By Region: North America -40, APAC- 30%, Europe - 20%, and RoW - 10%

The report profiles key players in the agricultural robots market with their respective market ranking analysis. Prominent players profiled in this report are Deere & Company (US), Trimble (US), AGCO Corporation (US), AgJunction (US), DJI (China), Boumatic (Netherlands), Lely (Netherlands), DeLaval (Sweden), Topon (US), AgEagle Aerial Systems (US), YANMAR CO. (Japan), Deepfield Robotics (Germany), ecoRoborix (Switzerland), Harvest Automation (US), Naio Technologies (France), ROBOTICS PLUS (New Zealand), CNH INDUSTRIAL N.V. (UK), KUBOTA Corporation (Japan), Harvest CROO (US), Autonomous Tractor Corporation (US), Abundant Robotics (US), Clearpath Robotics (Canada), Iron Ox (US), CLAAS KGaA mbH (Germany), and Ag Leader Technology (US).

Research Coverage:

This research report categorizes the global agricultural robots market on the basis of offering, type, farming environment, farm produce, application, and geography. The report describes the major drivers, restraints, challenges, and opportunities pertaining to the agricultural robotics market and forecasts the same till 2025 (including analysis of COVID-19 impact on the market). Apart from these, the report also consists of leadership mapping and analysis of all the companies included in the agricultural robots ecosystem.

Key Benefits of Buying the Report

The report would help leaders/new entrants in this market in the following ways:

1. This report segments the agricultural robotics market comprehensively and provides the closest market size projection for all subsegments across different regions.

2. The report helps stakeholders understand the pulse of the market and provides them with information on key drivers, restraints, challenges, and opportunities for market growth.

3. This report would help stakeholders understand their competitors better and gain more insights to improve their position in the business. The competitive landscape section includes competitor ecosystem, product developments and launches, partnerships, and mergers and acquisitions.

4. The analysis of the top 25 companies, based on the strength of the product portfolio as well as the business strategy will help stakeholders visualize the market positioning of these key players.

5. PESTEL analysis and technological trends that will shape the market in the coming years has also been covered in this report.

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION AND SCOPE
    • 1.2.1 INCLUSIONS AND EXCLUSIONS
  • 1.3 STUDY SCOPE
    • FIGURE 1 SEGMENTATION OF AGRICULTURAL ROBOTS MARKET
    • 1.3.1 YEARS CONSIDERED
  • 1.4 CURRENCY & PRICING
  • 1.5 STAKEHOLDERS

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • FIGURE 2 AGRICULTURAL ROBOTS MARKET: RESEARCH DESIGN
    • 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 Key data from primary sources
      • 2.1.2.2 Breakdown of primaries
    • 2.1.3 SECONDARY AND PRIMARY RESEARCH
      • 2.1.3.1 Key industry insights
  • 2.2 MARKET SIZE ESTIMATION
    • 2.2.1 BOTTOM-UP APPROACH
    • FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 - BOTTOM-UP (DEMAND SIDE)-DEMAND FOR AGRICULTURAL DRONES IN US
    • FIGURE 4 AGRICULTURAL ROBOTS MARKET: BOTTOM-UP APPROACH
    • 2.2.2 TOP-DOWN APPROACH
    • FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 2 (SUPPLY SIDE)-REVENUE GENERATED FROM PRODUCTS IN AGRICULTURAL ROBOTS MARKET
    • FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 2 (SUPPLY SIDE)-ILLUSTRATION OF REVENUE ESTIMATION FOR ONE COMPANY IN AGRICULTURAL ROBOTS MARKET
    • FIGURE 7 AGRICULTURAL ROBOTS MARKET: TOP-DOWN APPROACH
    • 2.2.3 MARKET PROJECTIONS

3 EXECUTIVE SUMMARY

    • TABLE 1 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY
  • 3.1 REALISTIC SCENARIO
  • 3.2 OPTIMISTIC SCENARIO
  • 3.3 PESSIMISTIC SCENARIO
    • FIGURE 8 AGRICULTURAL ROBOTS MARKET GROWTH PROJECTION BY ADOPTING REALISTIC, OPTIMISTIC, AND PESSIMISTIC SCENARIOS
    • FIGURE 9 IMPACT OF COVID-19 ON AGRICULTURAL ROBOTS MARKET
    • FIGURE 10 DRIVERLESS TRACTORS TO HOLD LARGEST SHARE OF MARKET IN 2025
    • FIGURE 11 FIELD CROPS TO HOLD LARGEST SHARE OF MARKET IN 2025
    • FIGURE 12 MARKET FOR FIELD FARMING APPLICATION TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • FIGURE 13 AMERICAS TO HOLD LARGEST SHARE OF AGRICULTURAL ROBOTS MARKET IN 2020

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES IN AGRICULTURAL ROBOTS MARKET
    • FIGURE 14 GROWING POPULATION AND SHRINKING WORKFORCE TO FUEL GROWTH OF AGRICULTURAL ROBOTS MARKET DURING FORECAST PERIOD
  • 4.2 AGRICULTURAL ROBOTS MARKET, BY TYPE
    • FIGURE 15 MARKET FOR DRIVERLESS TRACTORS TO GROW AT HIGHEST CAGR DURING 2020-2025
  • 4.3 AGRICULTURAL ROBOTS MARKET, BY OFFERING
    • FIGURE 16 HARDWARE TO HOLD LARGEST SHARE OF AGRICULTURAL ROBOTS MARKET IN 2020
  • 4.4 AGRICULTURAL ROBOTS MARKET IN APAC, BY INDUSTRY AND BY COUNTRY
    • FIGURE 17 DAIRY & LIVESTOCK MANAGEMENT APPLICATION AND AUSTRALIA TO BE LARGEST SHAREHOLDERS IN AGRICULTURAL ROBOTS MARKET IN APAC IN 2020
  • 4.5 AGRICULTURAL ROBOTS MARKET, BY FARM PRODUCE
    • FIGURE 18 FIELD CROPS TO HOLD LARGEST SHARE OF AGRICULTURAL ROBOTS MARKET IN 2020
  • 4.6 AGRICULTURAL ROBOTS MARKET, BY COUNTRY
    • FIGURE 19 US TO HOLD LARGEST SHARE OF AGRICULTURAL ROBOTS MARKET IN 2020

5 MARKET OVERVIEW

  • 5.1 MARKET EVOLUTION
  • 5.2 MARKET DYNAMICS
    • FIGURE 20 IMPACT OF DRIVERS AND OPPORTUNITIES ON AGRICULTURAL ROBOTS MARKET
    • FIGURE 21 IMPACT OF RESTRAINTS AND CHALLENGES ON AGRICULTURAL ROBOTS MARKET
    • 5.2.1 DRIVERS
      • 5.2.1.1 Growing population and increasing labor shortage encouraging automation
    • TABLE 2 RISING AGE OF FARMERS IN DEVELOPED COUNTRIES
      • 5.2.1.2 Maturing IoT and navigation technologies are driving down cost of automation
      • 5.2.1.3 COVID-19 crisis is likely to accelerate use of robots in the agricultural sector
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 High cost of automation for small farms (10-1,000 acres)
      • 5.2.2.2 Technological barriers pertaining to fully autonomous robots
      • 5.2.2.3 Many agricultural robots are not yet ready for full commercial deployment
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Untapped scope and market potential for automation in agriculture
      • 5.2.3.2 Use of real-time multimodal robot systems in fields
      • 5.2.3.3 Increased use of electrification technology in agricultural robots
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Concerns over data privacy and regulations
      • 5.2.4.2 High cost and complexity of fully autonomous robots
    • TABLE 3 PRICES OF VARIOUS AUTONOMOUS ROBOTS (FRUIT PICKING, PRUNING, WEEDING, SPRAYING, AND MOVING)
      • 5.2.4.3 Short-term negative impact of COVID-19 on most agricultural robot companies
  • 5.3 ADJACENT/RELATED MARKETS

6 INDUSTRY TRENDS

  • 6.1 INTRODUCTION
  • 6.2 VALUE CHAIN ANALYSIS
    • FIGURE 22 VALUE CHAIN ANALYSIS OF AGRICULTURAL ROBOTS ECOSYSTEM: R&D AND MANUFACTURING PHASES CONTRIBUTE MAXIMUM VALUE
    • 6.2.1 MAJOR PLAYERS IN AGRICULTURAL ROBOTS MARKET
      • 6.2.1.1 Robot OEMs
      • 6.2.1.2 Suppliers
      • 6.2.1.3 IT/big data companies
      • 6.2.1.4 Software solution providers
      • 6.2.1.5 Startups
      • 6.2.1.6 Research centers
  • 6.3 TECHNOLOGY ROADMAP
    • FIGURE 23 AUTONOMOUS TRACTORS AND AUTONOMOUS ROBOTIC WEEDING ARE KEY TYPES OF AGRICULTURAL ROBOTS THAT ARE EXPECTED TO WITNESS FASTER COMMERCIALIZATION
  • 6.4 PESTEL ANALYSIS
    • 6.4.1 POLITICAL FACTORS
    • 6.4.2 ECONOMIC FACTORS
    • 6.4.3 SOCIAL FACTORS
    • 6.4.4 TECHNOLOGICAL FACTORS
      • 6.4.4.1 Agricultural IoT
    • FIGURE 24 AGRICULTURAL IOT MARKET EXPECTED TO BE WORTH USD 12.7 BILLION IN 2019
      • 6.4.4.2 AI in agriculture
    • FIGURE 25 AI IN AGRICULTURE MARKET EXPECTED TO BE WORTH USD 500 MILLION IN 2019
    • 6.4.5 LEGAL FACTORS
    • 6.4.6 ENVIRONMENTAL FACTORS

7 AGRICULTURAL ROBOTS MARKET, BY OFFERING

  • 7.1 INTRODUCTION
    • TABLE 4 AGRICULTURAL ROBOTS MARKET, BY OFFERING, 2016-2019 (USD MILLION)
    • FIGURE 26 MARKET FOR SERVICES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 5 AGRICULTURAL ROBOTS MARKET, BY OFFERING, 2020-2025 (USD MILLION)
  • 7.2 HARDWARE
    • TABLE 6 AGRICULTURAL ROBOTS HARDWARE MARKET, BY TYPE, 2016-20219 (USD MILLION)
    • FIGURE 27 AUTOMATION & CONTROL SYSTEMS TO HOLD LARGER SHARE OF HARDWARE MARKET IN 2025
    • TABLE 7 AGRICULTURAL ROBOTS HARDWARE MARKET, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 8 AGRICULTURAL ROBOTS HARDWARE MARKET, BY REGION, 2016-2019 (USD MILLION)
    • TABLE 9 AGRICULTURAL ROBOTS HARDWARE MARKET, BY REGION, 2020-2025 (USD MILLION)
    • 7.2.1 AUTOMATION & CONTROL SYSTEMS
    • TABLE 10 AUTOMATION & CONTROL SYSTEM MARKET, BY DEVICE TYPE, 2016-2019 (USD MILLION)
    • TABLE 11 AUTOMATION & CONTROL SYSTEM MARKET, BY DEVICE TYPE, 2020-2025 (USD MILLION)
      • 7.2.1.1 Displays
        • 7.2.1.1.1 Farmers can view location, fuel, and steering angle of tractors through displays
      • 7.2.1.2 Guidance & steering
        • 7.2.1.2.1 Many tractors that operate in large fields utilize automated steering or auto-steering
      • 7.2.1.3 GPS/GNSS systems
        • 7.2.1.3.1 GPS/GNSS systems are used in tractors and autonomous vehicles at farms
      • 7.2.1.4 Cameras
    • TABLE 12 CAMERA MARKET, BY CAMERA TYPE, 2016-2019 (USD MILLION)
    • FIGURE 28 MULTISPECTRAL CAMERAS TO HOLD LARGEST SIZE IN 2025
    • TABLE 13 CAMERA MARKET, BY CAMERA TYPE, 2020-2025 (USD MILLION)
        • 7.2.1.4.1 Spectral imaging allows extraction of information that human eyes fail to capture
        • 7.2.1.4.2 Accumulation of pests and changes in plant color appear in infrared frequencies long before they are seen in visible spectrum
        • 7.2.1.4.3 Thermal cameras can identify stress caused in crops due to improper water supply
        • 7.2.1.4.4 Main benefit of LiDAR cameras in agriculture is 3D mapping of ground elevation
        • 7.2.1.4.5 High-resolution cameras capture detailed and colored photographs of crops that help in studying plant health
      • 7.2.1.5 Mobile devices/handheld computers
        • 7.2.1.5.1 Handheld displays are used to guide operators by providing real-time information on various inputs such as fertilizers, pesticides, and seeding
      • 7.2.1.6 Flow & application control devices
        • 7.2.1.6.1 Flow & application control devices operate on variable rate technology (VRT)
      • 7.2.1.7 Others
    • 7.2.2 SENSING & MONITORING DEVICES
    • TABLE 14 SENSING & MONITORING DEVICE MARKET, BY DEVICE TYPE, 2016-2019 (USD MILLION)
    • FIGURE 29 YIELD MONITORS TO HOLD LARGEST SIZE AMONG ALL SENSORS IN 2025
    • TABLE 15 SENSING & MONITORING DEVICE MARKET, BY DEVICE TYPE, 2020-2025 (USD MILLION)
      • 7.2.2.1 Yield monitors
        • 7.2.2.1.1 Yield monitoring systems can detect weed levels in crops
      • 7.2.2.2 Soil sensors
        • 7.2.2.2.1 Electrochemical sensors are used to measure soil nutrient levels and pH concentrations
        • 7.2.2.2.2 Moisture sensors are used to manage irrigation systems optimally
        • 7.2.2.2.3 Thermistors, thermocouples, thermocouple wires, and averaging thermocouples are standard soil temperature sensors
      • 7.2.2.3 Water sensors
        • 7.2.2.3.1 Flow sensors are used for water sensing and detecting flow
      • 7.2.2.4 Climate sensors
        • 7.2.2.4.1 Climate sensors are mostly used for indoor applications in greenhouses and vertical farms
      • 7.2.2.5 Others
  • 7.3 SOFTWARE
    • TABLE 16 AGRICULTURAL ROBOTS SOFTWARE MARKET, BY DEPLOYMENT TYPE, 2016-2019 (USD MILLION)
    • FIGURE 30 MARKET FOR CLOUD-BASED SOFTWARE TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 17 AGRICULTURAL ROBOTS SOFTWARE MARKET, BY DEPLOYMENT TYPE, 2020-2025 (USD MILLION)
    • TABLE 18 AGRICULTURAL ROBOTS SOFTWARE MARKET, BY REGION, 2016-2019 (USD MILLION)
    • TABLE 19 AGRICULTURAL ROBOTS SOFTWARE MARKET, BY REGION, 2020-2025 (USD MILLION)
    • 7.3.1 LOCAL/WEB-BASED SOFTWARE
      • 7.3.1.1 Web-based software are popular because they are easy to maintain and update
    • 7.3.2 CLOUD-BASED SOFTWARE
      • 7.3.2.1 Advantages offered by cloud-based farm management solutions include optimized performance and ease of access
  • 7.4 SERVICES
    • TABLE 20 AGRICULTURAL ROBOTS SERVICE MARKET, BY TYPE, 2016-2019 (USD MILLION)
    • FIGURE 31 SYSTEM INTEGRATION & CONSULTING TO HOLD LARGEST SHARE OF SERVICE MARKET IN 2025
    • TABLE 21 AGRICULTURAL ROBOTS SERVICE MARKET, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 22 AGRICULTURAL ROBOTS SERVICE MARKET, BY REGION, 2016-2019 (USD MILLION)
    • TABLE 23 AGRICULTURAL ROBOTS SERVICE MARKET, BY REGION, 2020-2025 (USD MILLION)
    • 7.4.1 SYSTEM INTEGRATION & CONSULTING
      • 7.4.1.1 System integrators are involved in troubleshooting and diagnosing farm management solutions
    • 7.4.2 MANAGED SERVICES
    • TABLE 24 AGRICULTURAL ROBOTS MARKET FOR MANAGED SERVICES, BY TYPE, 2016-2019 (USD MILLION)
    • TABLE 25 AGRICULTURAL ROBOTS MARKET FOR MANAGED SERVICES, BY TYPE, 2020-2025 (USD MILLION)
      • 7.4.2.1 Farm operation services
        • 7.4.2.1.1 Farm operation services help generate records and integrate unstructured data
      • 7.4.2.2 Data services
        • 7.4.2.2.1 Data services provide common platform and integrate demand and supply-side participants
      • 7.4.2.3 Analytics services
        • 7.4.2.3.1 Analytics services help analyze acquired farm data and provide real-time information
    • 7.4.3 CONNECTIVITY SERVICES
      • 7.4.3.1 Connectivity service providers offer proper connectivity between device domain and end user through network channel
    • 7.4.4 ASSISTED PROFESSIONAL SERVICES
      • 7.4.4.1 Supply chain management services
        • 7.4.4.1.1 Service providers can help optimize agricultural supply chain facilities and transportation
      • 7.4.4.2 Climate information services
        • 7.4.4.2.1 Climate information service providers keep farmers updated about weather conditions
      • 7.4.4.3 Others
    • 7.4.5 MAINTENANCE & SUPPORT SERVICES
      • 7.4.5.1 Maintenance & support services include troubleshooting problems related to farming software solutions
  • 7.5 IMPACT OF COVID-19 ON MARKET FOR VARIOUS OFFERINGS
    • 7.5.1 MOST IMPACTED COMPONENT
    • FIGURE 32 IMPACT OF COVID-19 ON MARKET FOR HARDWARE COMPONENT
    • 7.5.2 LEAST IMPACTED COMPONENT
    • FIGURE 33 IMPACT OF COVID-19 ON MARKET FOR SERVICES

8 AGRICULTURAL ROBOTS MARKET, BY TYPE

  • 8.1 INTRODUCTION
    • TABLE 26 AGRICULTURAL ROBOTS MARKET, BY TYPE, 2016-2019 (USD MILLION)
    • FIGURE 34 MARKET FOR DRIVERLESS TRACTORS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 27 AGRICULTURAL ROBOTS MARKET, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 28 AGRICULTURAL ROBOTS MARKET, BY TYPE, 2016-2019 (UNITS)
    • TABLE 29 AGRICULTURAL ROBOTS MARKET, BY TYPE, 2020-2025 (UNITS)
  • 8.2 UNMANNED AERIAL VEHICLES/DRONES
    • TABLE 30 AGRICULTURAL UAV MARKET, BY TYPE, 2016-2019 (USD MILLION)
    • FIGURE 35 FIXED-WING DRONE TYPE TO HOLD LARGEST MARKET SIZE IN 2025
    • TABLE 31 AGRICULTURAL UAV MARKET, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 32 AGRICULTURAL UAV MARKET, BY TYPE, 2016-2019 (UNITS)
    • TABLE 33 AGRICULTURAL UAV MARKET, BY TYPE, 2020-2025 (UNITS)
    • TABLE 34 AGRICULTURAL UAV MARKET, BY APPLICATION, 2016-2019 (USD MILLION)
    • TABLE 35 AGRICULTURAL UAV MARKET, BY APPLICATION, 2020-2025 (USD MILLION)
    • TABLE 36 AGRICULTURAL UAV MARKET, BY APPLICATION, 2016-2019 (UNITS)
    • TABLE 37 AGRICULTURAL UAV MARKET, BY APPLICATION, 2020-2025 (UNITS)
    • TABLE 38 AGRICULTURAL UAV MARKET, BY FARM PRODUCE, 2016-2019 (USD MILLION)
    • TABLE 39 AGRICULTURAL UAV MARKET, BY FARM PRODUCE, 2020-2025 (USD MILLION)
    • TABLE 40 AGRICULTURAL UAV MARKET, BY FARM PRODUCE, 2016-2019 (UNITS)
    • TABLE 41 AGRICULTURAL UAV MARKET, BY FARM PRODUCE, 2020-2025 (UNITS)
    • TABLE 42 AGRICULTURAL UAV MARKET, BY FARMING ENVIRONMENT, 2016-2019 (USD MILLION)
    • TABLE 43 AGRICULTURAL UAV MARKET, BY FARMING ENVIRONMENT, 2020-2025 (USD MILLION)
    • TABLE 44 AGRICULTURAL UAV MARKET, BY FARMING ENVIRONMENT, 2016-2019 (UNITS)
    • TABLE 45 AGRICULTURAL UAV MARKET, BY FARMING ENVIRONMENT, 2020-2025 (UNITS)
    • TABLE 46 AGRICULTURAL UAV MARKET, BY REGION, 2016-2019 (USD MILLION)
    • FIGURE 36 AMERICAS TO HOLD LARGEST SIZE OF UAV MARKET IN 2025
    • TABLE 47 AGRICULTURAL UAV MARKET, BY REGION, 2020-2025 (USD MILLION)
    • TABLE 48 AGRICULTURAL UAV MARKET, BY REGION, 2016-2019 (UNITS)
    • TABLE 49 AGRICULTURAL UAV MARKET, BY REGION, 2020-2025 (UNITS)
    • 8.2.1 FIXED-WING DRONES
      • 8.2.1.1 Advantages of fixed-wing drones include maximum flying time, long-distance coverage, and high speed
    • 8.2.2 ROTARY BLADE DRONES
      • 8.2.2.1 Rotary blade drones are comparatively smaller in size and cheaper than fixed-wing drones
    • 8.2.3 HYBRID DRONES
      • 8.2.3.1 Hybrid drones can hover, fly at fast speed, and remain steady
  • 8.3 MILKING ROBOTS
    • 8.3.1 MILKING ROBOTS ARE ALSO KNOWN AS VOLUNTARY MILKING SYSTEMS
    • TABLE 50 MILKING ROBOT MARKET, BY APPLICATION, 2016-2019 (USD MILLION)
    • TABLE 51 MILKING ROBOT MARKET, BY APPLICATION, 2020-2025 (USD MILLION)
    • TABLE 52 MILKING ROBOT MARKET, BY APPLICATION, 2016-2019 (UNITS)
    • TABLE 53 MILKING ROBOT MARKET, BY APPLICATION, 2020-2025 (UNITS)
    • TABLE 54 MILKING ROBOT MARKET, BY FARM PRODUCE, 2016-2019 (USD MILLION)
    • TABLE 55 MILKING ROBOT MARKET, BY FARM PRODUCE, 2020-2025 (USD MILLION)
    • TABLE 56 MILKING ROBOT MARKET, BY FARM PRODUCE, 2016-2019 (UNITS)
    • TABLE 57 MILKING ROBOT MARKET, BY FARM PRODUCE, 2020-2025 (UNITS)
    • TABLE 58 MILKING ROBOT MARKET, BY FARMING ENVIRONMENT, 2016-2019 (USD MILLION)
    • TABLE 59 MILKING ROBOT MARKET, BY FARMING ENVIRONMENT, 2020-2025 (USD MILLION)
    • TABLE 60 MILKING ROBOT MARKET, BY FARMING ENVIRONMENT, 2016-2019 (UNITS)
    • TABLE 61 MILKING ROBOT MARKET, BY FARMING ENVIRONMENT, 2020-2025 (UNITS)
    • TABLE 62 MILKING ROBOT MARKET, BY REGION, 2016-2019 (USD MILLION)
    • FIGURE 37 AMERICAS TO HOLD LARGEST SHARE OF MILKING ROBOT MARKET DURING FORECAST PERIOD
    • TABLE 63 MILKING ROBOT MARKET, BY REGION, 2020-2025 (USD MILLION)
    • TABLE 64 MILKING ROBOT MARKET, BY REGION, 2016-2019 (UNITS)
    • TABLE 65 MILKING ROBOT MARKET, BY REGION, 2020-2025 (UNITS)
  • 8.4 DRIVERLESS TRACTORS
    • 8.4.1 DRIVERLESS TRACTORS CAN PERFORM SEEDING AND PLANTING AUTONOMOUSLY
    • TABLE 66 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY APPLICATION, 2016-2019 (USD MILLION)
    • TABLE 67 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY APPLICATION, 2020-2025 (USD MILLION)
    • TABLE 68 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY APPLICATION, 2016-2019 (UNITS)
    • TABLE 69 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY APPLICATION, 2020-2025 (UNITS)
    • TABLE 70 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY FARM PRODUCE, 2016-2019 (USD MILLION)
    • FIGURE 38 DRIVERLESS TRACTOR MARKET FOR FIELD CROPS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 71 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY FARM PRODUCE, 2020-2025 (USD MILLION)
    • TABLE 72 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY FARM PRODUCE, 2016-2019 (UNITS)
    • TABLE 73 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY FARM PRODUCE, 2020-2025 (UNITS)
    • TABLE 74 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY FARMING ENVIRONMENT, 2016-2019 (USD MILLION)
    • TABLE 75 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY FARMING ENVIRONMENT, 2020-2025 (USD MILLION)
    • TABLE 76 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY FARMING ENVIRONMENT, 2016-2019 (UNITS)
    • TABLE 77 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY FARMING ENVIRONMENT, 2020-2025 (UNITS)
    • TABLE 78 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY REGION, 2016-2019 (USD MILLION)
    • TABLE 79 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY REGION, 2020-2025 (USD MILLION)
    • TABLE 80 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY REGION, 2016-2019 (UNITS)
    • TABLE 81 AGRICULTURAL DRIVERLESS TRACTOR MARKET, BY REGION, 2020-2025 (UNITS)
  • 8.5 AUTOMATED HARVESTING SYSTEMS
    • 8.5.1 AUTOMATED HARVESTING SYSTEMS USE COMBINATION OF CAMERAS, SENSORS, AND MACHINE VISION TO HARVEST
    • TABLE 82 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY APPLICATION, 2016-2019 (USD MILLION)
    • TABLE 83 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY APPLICATION, 2020-2025 (USD MILLION)
    • TABLE 84 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY APPLICATION, 2016-2019 (UNITS)
    • TABLE 85 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY APPLICATION, 2020-2025 (UNITS)
    • TABLE 86 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY FARM PRODUCE, 2016-2019 (USD MILLION)
    • FIGURE 39 FRUITS & VEGETABLES TO ACCOUNT FOR LARGEST SHARE OF AUTOMATED HARVESTING SYSTEM MARKET IN 2025
    • TABLE 87 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY FARM PRODUCE, 2020-2025 (USD MILLION)
    • TABLE 88 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY FARM PRODUCE, 2016-2019 (UNITS)
    • TABLE 89 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY FARM PRODUCE, 2020-2025 (UNITS)
    • TABLE 90 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY FARMING ENVIRONMENT, 2016-2019 (USD MILLION)
    • TABLE 91 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY FARMING ENVIRONMENT, 2020-2025 (USD MILLION)
    • TABLE 92 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY FARMING ENVIRONMENT, 2016-2019 (UNITS)
    • TABLE 93 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY FARMING ENVIRONMENT, 2020-2025 (UNITS)
    • TABLE 94 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY REGION, 2016-2019 (USD MILLION)
    • TABLE 95 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY REGION, 2020-2025 (USD MILLION)
    • TABLE 96 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY REGION, 2016-2019 (UNITS)
    • TABLE 97 AGRICULTURAL AUTOMATED HARVESTING SYSTEM MARKET, BY REGION, 2020-2025 (UNITS)
  • 8.6 OTHERS
    • TABLE 98 OTHER AGRICULTURAL ROBOTS MARKET, BY APPLICATION, 2016-2019 (USD MILLION)
    • FIGURE 40 INVENTORY MANAGEMENT APPLICATION TO HOLD LARGEST SHARE OF AGRICULTURAL ROBOTS MARKET FOR OTHER ROBOTS IN 2025
    • TABLE 99 OTHER AGRICULTURAL ROBOTS MARKET, BY APPLICATION, 2020-2025 (USD MILLION)
    • TABLE 100 OTHER AGRICULTURAL ROBOTS MARKET, BY APPLICATION, 2016-2019 (UNITS)
    • TABLE 101 OTHER AGRICULTURAL ROBOTS MARKET, BY APPLICATION, 2020-2025 (UNITS)
    • TABLE 102 OTHER AGRICULTURAL ROBOTS MARKET, BY FARM PRODUCE, 2016-2019 (USD MILLION)
    • TABLE 103 OTHER AGRICULTURAL ROBOTS MARKET, BY FARM PRODUCE, 2020-2025 (USD MILLION)
    • TABLE 104 OTHER AGRICULTURAL ROBOTS MARKET, BY FARM PRODUCE, 2016-2019 (UNITS)
    • TABLE 105 OTHER AGRICULTURAL ROBOTS MARKET, BY FARM PRODUCE, 2020-2025 (UNITS)
    • TABLE 106 OTHER AGRICULTURAL ROBOTS MARKET, BY FARMING ENVIRONMENT, 2016-2019 (USD MILLION)
    • TABLE 107 OTHER AGRICULTURAL ROBOTS MARKET, BY FARMING ENVIRONMENT, 2020-2025 (USD MILLION)
    • TABLE 108 OTHER AGRICULTURAL ROBOTS MARKET, BY FARMING ENVIRONMENT, 2016-2019 (UNITS)
    • TABLE 109 OTHER AGRICULTURAL ROBOTS MARKET, BY FARMING ENVIRONMENT, 2020-2025 (UNITS)
    • TABLE 110 OTHER AGRICULTURAL ROBOTS MARKET, BY REGION, 2016-2019 (USD MILLION)
    • TABLE 111 OTHER AGRICULTURAL ROBOTS MARKET, BY REGION, 2020-2025 (USD MILLION)
    • TABLE 112 OTHER AGRICULTURAL ROBOTS MARKET, BY REGION, 2016-2019 (UNITS)
    • TABLE 113 OTHER AGRICULTURAL ROBOTS MARKET, BY REGION, 2020-2025 (UNITS)
  • 8.7 IMPACT OF COVID-19 ON MARKET FOR VARIOUS TYPES OF AGRICULTURAL ROBOTS
    • 8.7.1 MOST IMPACTED TYPE
    • FIGURE 41 IMPACT OF COVID-19 ON MARKET FOR MILKING ROBOTS
    • 8.7.2 LEAST IMPACTED TYPE
    • FIGURE 42 IMPACT OF COVID-19 ON MARKET FOR UAVS

9 AGRICULTURAL ROBOTS MARKET, BY FARMING ENVIRONMENT

  • 9.1 INTRODUCTION
    • TABLE 114 AGRICULTURAL ROBOTS MARKET, BY FARMING ENVIRONMENT, 2016-2019 (USD BILLION)
    • FIGURE 43 MARKET FOR OUTDOOR FARMING ENVIRONMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 115 AGRICULTURAL ROBOTS MARKET, BY FARMING ENVIRONMENT, 2020-2025 (USD BILLION)
    • TABLE 116 AGRICULTURAL ROBOTS MARKET, BY FARMING ENVIRONMENT, 2016-2019 (THOUSAND UNITS)
    • TABLE 117 AGRICULTURAL ROBOTS MARKET, BY FARMING ENVIRONMENT, 2020-2025 (THOUSAND UNITS)
  • 9.2 OUTDOOR
    • 9.2.1 UAV DOMINATES OUTDOOR FARMING MARKET AS IT WAS COMMERCIALIZED EARLIER THAN OTHER ROBOTS
    • TABLE 118 AGRICULTURAL ROBOTS MARKET FOR OUTDOOR FARMING, BY ROBOT TYPE, 2016-2019 (USD MILLION)
    • TABLE 119 AGRICULTURAL ROBOTS MARKET FOR OUTDOOR FARMING, BY ROBOT TYPE, 2020-2025 (USD MILLION)
    • TABLE 120 AGRICULTURAL ROBOTS MARKET FOR OUTDOOR FARMING, BY ROBOT TYPE, 2016-2019 (UNITS)
    • TABLE 121 AGRICULTURAL ROBOTS MARKET FOR OUTDOOR FARMING, BY ROBOT TYPE, 2020-2025 (UNITS)
  • 9.3 INDOOR
    • 9.3.1 MILKING ROBOTS ARE EXPECTED TO HAVE LEADING SHARE IN INDOOR FARMING MARKET
    • TABLE 122 AGRICULTURAL ROBOTS MARKET FOR INDOOR FARMING, BY ROBOT TYPE, 2016-2019 (USD MILLION)
    • TABLE 123 AGRICULTURAL ROBOTS MARKET FOR INDOOR FARMING, BY ROBOT TYPE, 2020-2025 (USD MILLION)
    • TABLE 124 AGRICULTURAL ROBOTS MARKET FOR INDOOR FARMING, BY ROBOT TYPE, 2016-2019 (UNITS)
    • TABLE 125 AGRICULTURAL ROBOTS MARKET FOR INDOOR FARMING, BY ROBOT TYPE, 2020-2025 (UNITS)
  • 9.4 IMPACT OF COVID-19 ON MARKET, BY FARMING ENVIRONMENT
    • 9.4.1 IMPACT OF COVID-19 ON MARKET FOR OUTDOOR FARMING
    • FIGURE 44 IMPACT OF COVID-19 ON MARKET FOR OUTDOOR FARMING
    • 9.4.2 IMPACT OF COVID-19 ON MARKET FOR INDOOR FARMING
    • FIGURE 45 IMPACT OF COVID-19 ON INDOOR FARMING

10 AGRICULTURAL ROBOTS MARKET, BY FARM PRODUCE

  • 10.1 INTRODUCTION
    • TABLE 126 AGRICULTURAL ROBOTS MARKET, BY FARM PRODUCE, 2016-2019 (USD MILLION)
    • FIGURE 46 MARKET FOR FIELD CROPS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 127 AGRICULTURAL ROBOTS MARKET, BY FARM PRODUCE, 2020-2025 (USD MILLION)
    • TABLE 128 AGRICULTURAL ROBOTS MARKET, BY FARM PRODUCE, 2016-2019 (UNITS)
    • TABLE 129 AGRICULTURAL ROBOTS MARKET, BY FARM PRODUCE, 2020-2025 (UNITS)
  • 10.2 FRUITS & VEGETABLES
    • 10.2.1 AUTOMATED HARVESTING SYSTEMS DOMINATE AGRICULTURAL ROBOTS MARKET FOR FRUITS & VEGETABLES
    • TABLE 130 AGRICULTURAL ROBOTS MARKET FOR FRUITS & VEGETABLES, BY TYPE, 2016-2019 (USD MILLION)
    • TABLE 131 AGRICULTURAL ROBOTS MARKET FOR FRUITS & VEGETABLES, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 132 AGRICULTURAL ROBOTS MARKET FOR FRUITS & VEGETABLES, BY TYPE, 2016-2019 (UNITS)
    • TABLE 133 AGRICULTURAL ROBOTS MARKET FOR FRUITS & VEGETABLES, BY TYPE, 2020-2025 (UNITS)
  • 10.3 FIELD CROPS
    • 10.3.1 DRIVERLESS TRACTORS DOMINATE AGRICULTURAL ROBOTS MARKET FOR FIELD CROPS
    • TABLE 134 AGRICULTURAL ROBOTS MARKET FOR FIELD CROPS, BY TYPE, 2016-2019 (USD MILLION)
    • TABLE 135 AGRICULTURAL ROBOTS MARKET FOR FIELD CROPS, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 136 AGRICULTURAL ROBOTS MARKET FOR FIELD CROPS, BY TYPE, 2016-2019 (UNITS)
    • TABLE 137 AGRICULTURAL ROBOTS MARKET FOR FIELD CROPS, BY TYPE, 2020-2025 (UNITS)
  • 10.4 DAIRY & LIVESTOCK
    • 10.4.1 MILKING ROBOTS ARE MOST USED ROBOTS IN DAIRY & LIVESTOCK PRODUCE SEGMENT
    • TABLE 138 AGRICULTURAL ROBOTS MARKET FOR DAIRY & LIVESTOCK, BY TYPE, 2016-2019 (USD MILLION)
    • FIGURE 47 MILKING ROBOTS TO HOLD LARGEST SIZE OF MARKET FOR DAIRY & LIVESTOCK IN 2025
    • TABLE 139 AGRICULTURAL ROBOTS MARKET FOR DAIRY & LIVESTOCK, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 140 AGRICULTURAL ROBOTS MARKET FOR DAIRY & LIVESTOCK, BY TYPE, 2016-2019 (UNITS)
    • TABLE 141 AGRICULTURAL ROBOTS MARKET FOR DAIRY & LIVESTOCK, BY TYPE, 2020-2025 (UNITS)
  • 10.5 OTHERS
    • TABLE 142 AGRICULTURAL ROBOTS MARKET FOR OTHER PRODUCE, BY TYPE, 2016-2019 (USD THOUSAND)
    • TABLE 143 AGRICULTURAL ROBOTS MARKET FOR OTHER PRODUCE, BY TYPE, 2020-2025 (USD THOUSAND)
    • TABLE 144 AGRICULTURAL ROBOTS MARKET FOR OTHER PRODUCE, BY TYPE, 2016-2019 (UNITS)
    • TABLE 145 AGRICULTURAL ROBOTS MARKET FOR OTHER PRODUCE, BY TYPE, 2020-2025 (UNITS)
  • 10.6 IMPACT OF COVID-19 ON AGRICULTURAL ROBOTS MARKET FOR VARIOUS FARM PRODUCE
    • 10.6.1 MOST IMPACTED FARM PRODUCE
    • FIGURE 48 IMPACT OF COVID-19 ON MARKET FOR DAIRY & LIVESTOCK PRODUCE
    • 10.6.2 LEAST IMPACTED FARM PRODUCE
    • FIGURE 49 IMPACT OF COVID-19 ON MARKET FOR FIELD CROPS 167

11 AGRICULTURAL ROBOTS MARKET, BY APPLICATION

  • 11.1 INTRODUCTION
    • TABLE 146 AGRICULTURAL ROBOTS MARKET, BY APPLICATION, 2016-2019 (USD MILLION)
    • FIGURE 50 MARKET FOR FIELD FARMING APPLICATION TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 147 AGRICULTURAL ROBOTS MARKET, BY APPLICATION, 2020-2025 (USD MILLION)
    • TABLE 148 AGRICULTURAL ROBOTS MARKET, BY APPLICATION, 2016-2019 (UNITS)
    • TABLE 149 AGRICULTURAL ROBOTS MARKET, BY APPLICATION, 2020-2025 (UNITS)
  • 11.2 HARVEST MANAGEMENT
    • 11.2.1 HARVEST MANAGEMENT APPLICATIONS UTILIZE UAV AND AUTOMATED HARVESTING SYSTEMS
    • TABLE 150 AGRICULTURAL ROBOTS MARKET FOR HARVEST MANAGEMENT, BY TYPE, 2016-2019 (USD MILLION)
    • TABLE 151 AGRICULTURAL ROBOTS MARKET FOR HARVEST MANAGEMENT, BY TYPE, 2020-2025 (USD MILLION)
  • 11.3 FIELD FARMING
    • TABLE 152 AGRICULTURAL ROBOTS MARKET FOR FIELD FARMING, BY TYPE, 2016-2019 (USD MILLION)
    • FIGURE 51 DRIVERLESS TRACTORS TO HOLD LARGEST SIZE OF FIELD FARMING APPLICATION MARKET IN 2025
    • TABLE 153 AGRICULTURAL ROBOTS MARKET FOR FIELD FARMING, BY TYPE, 2020-2025 (USD MILLION)
    • 11.3.1 CROP MONITORING
      • 11.3.1.1 Crop monitoring is performed aerially using agricultural drones
    • 11.3.2 PLANT SCOUTING
      • 11.3.2.1 AGV platforms are used for crop scouting in indoor and outdoor environments
    • 11.3.3 CROP SCOUTING
      • 11.3.3.1 Robots for crop scouting application monitor plants in real time
  • 11.4 DAIRY & LIVESTOCK MANAGEMENT
    • TABLE 154 AGRICULTURAL ROBOTS MARKET FOR DAIRY & LIVESTOCK MANAGEMENT, BY TYPE, 2016-2019 (USD MILLION)
    • TABLE 155 AGRICULTURAL ROBOTS MARKET FOR DAIRY & LIVESTOCK MANAGEMENT, BY TYPE, 2020-2025 (USD MILLION)
    • 11.4.1 DAIRY FARM MANAGEMENT
      • 11.4.1.1 Milking robots automate manual processes in dairy farms
    • 11.4.2 LIVESTOCK MONITORING
      • 11.4.2.1 Smart tags placed in farm animals continuously transmit data for remote monitoring
    • 11.4.3 PRECISION FISH FARMING
      • 11.4.3.1 Precision fish farming leverages AI-based image processing to perform various farm operations
    • TABLE 156 AGRICULTURAL ROBOTS MARKET FOR SOIL MANAGEMENT, BY TYPE, 2016-2019 (USD MILLION)
    • TABLE 157 AGRICULTURAL ROBOTS MARKET FOR SOIL MANAGEMENT, BY TYPE, 2020-2025 (USD MILLION)
    • 11.4.4 MOISTURE MONITORING
      • 11.4.4.1 Moisture monitoring systems are fitted with IoT sensors for data transmission
    • 11.4.5 NUTRIENT MONITORING
      • 11.4.5.1 Nutrient monitoring systems are mostly used in hydroponic farming
  • 11.5 IRRIGATION MANAGEMENT
    • 11.5.1 IRRIGATION MANAGEMENT IS PERFORMED USING DRONES FLYING AT REGULAR INTERVALS
    • TABLE 158 AGRICULTURAL ROBOTS MARKET FOR IRRIGATION MANAGEMENT, BY TYPE, 2016-2019 (USD MILLION)
    • FIGURE 52 DRIVERLESS TRACTOR MARKET FOR IRRIGATION MANAGEMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
    • TABLE 159 AGRICULTURAL ROBOTS MARKET FOR IRRIGATION MANAGEMENT, BY TYPE, 2020-2025 (USD MILLION)
  • 11.6 PRUNING MANAGEMENT
    • 11.6.1 PRUNING MANAGEMENT IS PERFORMED MAINLY BY PROCESSING DATA FROM VISION SYSTEMS
    • TABLE 160 AGRICULTURAL ROBOTS MARKET FOR PRUNING MANAGEMENT, BY TYPE, 2016-2019 (USD MILLION)
    • TABLE 161 AGRICULTURAL ROBOTS MARKET FOR PRUNING MANAGEMENT, BY TYPE, 2020-2025 (USD MILLION)
  • 11.7 WEATHER TRACKING & MONITORING
    • 11.7.1 DRONES ARE MAINLY ADOPTED FOR WEATHER TRACKING & MONITORING APPLICATIONS
    • TABLE 162 AGRICULTURAL ROBOTS MARKET FOR WEATHER TRACKING & MONITORING, BY TYPE, 2016-2019 (USD MILLION)
    • TABLE 163 AGRICULTURAL ROBOTS MARKET FOR WEATHER TRACKING & MONITORING, BY TYPE, 2020-2025 (USD MILLION)
  • 11.8 INVENTORY MANAGEMENT
    • 11.8.1 INVENTORY MANAGEMENT IS MAINLY PERFORMED THROUGH SOFTWARE APPLICATIONS
    • TABLE 164 AGRICULTURAL ROBOTS MARKET FOR INVENTORY MANAGEMENT, BY TYPE, 2017-2025 (USD MILLION)
    • TABLE 165 AGRICULTURAL ROBOTS MARKET FOR INVENTORY MANAGEMENT, BY TYPE, 2020-2025 (USD MILLION)
  • 11.9 OTHERS
    • TABLE 166 AGRICULTURAL ROBOTS MARKET FOR OTHER APPLICATIONS, BY TYPE, 2016-2019 (USD MILLION)
    • TABLE 167 AGRICULTURAL ROBOTS MARKET FOR OTHER APPLICATIONS, BY TYPE, 2020-2025 (USD MILLION)
  • 11.10 IMPACT OF COVID-19 ON MARKET FOR VARIOUS APPLICATIONS
    • 11.10.1 MOST IMPACTED APPLICATION
    • FIGURE 53 IMPACT OF COVID-19 ON MARKET FOR DAIRY & LIVESTOCK MANAGEMENT APPLICATION
    • 11.10.2 LEAST IMPACTED APPLICATION
    • FIGURE 54 IMPACT OF COVID-19 ON MARKET FOR HARVEST MANAGEMENT APPLICATION

12 GEOGRAPHIC ANALYSIS

  • 12.1 INTRODUCTION
    • FIGURE 55 AGRICULTURAL ROBOTS MARKET: GEOGRAPHIC SNAPSHOT
    • TABLE 168 AGRICULTURAL ROBOTS MARKET, BY REGION, 2016-2019 (USD MILLION)
    • TABLE 169 AGRICULTURAL ROBOTS MARKET, BY REGION, 2020-2025 (USD MILLION)
    • TABLE 170 AGRICULTURAL ROBOTS MARKET, BY REGION, 2016-2019 (UNITS)
    • TABLE 171 AGRICULTURAL ROBOTS MARKET, BY REGION, 2020-2025 (UNITS)
  • 12.2 AMERICAS
    • FIGURE 56 AMERICAS: AGRICULTURAL ROBOTS MARKET SNAPSHOT
    • TABLE 172 AGRICULTURAL ROBOTS MARKET IN AMERICAS, BY REGION, 2016-2019 (USD MILLION)
    • TABLE 173 AGRICULTURAL ROBOTS MARKET IN AMERICAS, BY REGION, 2020-2025 (USD MILLION)
    • TABLE 174 AGRICULTURAL ROBOTS MARKET IN AMERICAS, BY APPLICATION, 2016-2019 (USD MILLION)
    • TABLE 175 AGRICULTURAL ROBOTS MARKET IN AMERICAS, BY APPLICATION, 2020-2025 (USD MILLION)
    • TABLE 176 AGRICULTURAL ROBOTS MARKET IN AMERICAS, BY OFFERING, 2016-2019 (USD MILLION)
    • TABLE 177 AGRICULTURAL ROBOTS MARKET IN AMERICAS, BY OFFERING, 2020-2025 (USD MILLION)
    • TABLE 178 AGRICULTURAL ROBOTS MARKET IN AMERICAS, BY TYPE, 2016-2019 (USD MILLION)
    • TABLE 179 AGRICULTURAL ROBOTS MARKET IN AMERICAS, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 180 AGRICULTURAL ROBOTS MARKET IN AMERICAS, BY TYPE, 2016-2019 (UNITS)
    • TABLE 181 AGRICULTURAL ROBOTS MARKET IN AMERICAS, BY TYPE, 2020-2025 (UNITS)
    • 12.2.1 NORTH AMERICA
    • TABLE 182 AGRICULTURAL ROBOTS MARKET IN NORTH AMERICA, BY COUNTRY, 2016-2019 (USD MILLION)
    • TABLE 183 AGRICULTURAL ROBOTS MARKET IN NORTH AMERICA, BY COUNTRY, 2020-2025 (USD MILLION)
      • 12.2.1.1 US
        • 12.2.1.1.1 US is one of largest markets for agricultural automation in North America
      • 12.2.1.2 Canada
        • 12.2.1.2.1 Drones are increasingly being used in Canada for agricultural applications
      • 12.2.1.3 Mexico
        • 12.2.1.3.1 Crop mapping using drones is gaining popularity in Mexico
    • 12.2.2 SOUTH AMERICA
    • TABLE 184 AGRICULTURAL ROBOTS MARKET IN SOUTH AMERICA, BY COUNTRY, 2016-2019 (USD MILLION)
    • TABLE 185 AGRICULTURAL ROBOTS MARKET IN SOUTH AMERICA, BY COUNTRY, 2020-2025 (USD MILLION)
      • 12.2.2.1 Brazil
        • 12.2.2.1.1 Brazil is important market for automated harvesting systems
      • 12.2.2.2 Argentina
        • 12.2.2.2.1 Small drones are expected to be used in small and medium-sized farms in Argentina
      • 12.2.2.3 Rest of South America
  • 12.3 EUROPE
    • FIGURE 57 EUROPE: AGRICULTURAL ROBOTS MARKET SNAPSHOT
    • TABLE 186 AGRICULTURAL ROBOTS MARKET IN EUROPE, BY APPLICATION, 2016-2019 (USD MILLION)
    • TABLE 187 AGRICULTURAL ROBOTS MARKET IN EUROPE, BY APPLICATION, 2020-2025 (USD MILLION)
    • TABLE 188 AGRICULTURAL ROBOTS MARKET IN EUROPE, BY OFFERING, 2016-2019 (USD MILLION)
    • TABLE 189 AGRICULTURAL ROBOTS MARKET IN EUROPE, BY OFFERING, 2020-2025 (USD MILLION)
    • TABLE 190 AGRICULTURAL ROBOTS MARKET IN EUROPE, BY TYPE, 2016-2019 (USD MILLION)
    • TABLE 191 AGRICULTURAL ROBOTS MARKET IN EUROPE, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 192 AGRICULTURAL ROBOTS MARKET IN EUROPE, BY TYPE, 2016-2019 (UNITS)
    • TABLE 193 AGRICULTURAL ROBOTS MARKET IN EUROPE, BY TYPE, 2020-2025 (UNITS)
    • TABLE 194 AGRICULTURAL ROBOTS MARKET IN EUROPE, BY COUNTRY, 2016-2019 (USD MILLION)
    • TABLE 195 AGRICULTURAL ROBOTS MARKET IN EUROPE, BY COUNTRY, 2020-2025 (USD MILLION)
    • 12.3.1 UK
      • 12.3.1.1 Universities in UK are involved in development of various agricultural robots
    • 12.3.2 GERMANY
      • 12.3.2.1 Germany is largest market for agricultural robots in Europe
    • 12.3.3 FRANCE
      • 12.3.3.1 French agricultural robots market is expected to witness highest growth among other European countries
    • 12.3.4 ITALY
      • 12.3.4.1 Increase in agricultural activities leading to adoption and acceptance of agricultural robots
    • 12.3.5 NETHERLANDS
      • 12.3.5.1 Netherlands represents one of largest markets for milking robots
    • 12.3.6 REST OF EUROPE
  • 12.4 APAC
    • FIGURE 58 APAC: AGRICULTURAL ROBOTS MARKET SNAPSHOT
    • TABLE 196 AGRICULTURAL ROBOTS MARKET IN APAC, BY APPLICATION, 2016-2019 (USD MILLION)
    • TABLE 197 AGRICULTURAL ROBOTS MARKET IN APAC, BY APPLICATION, 2020-2025 (USD MILLION)
    • TABLE 198 AGRICULTURAL ROBOTS MARKET IN APAC, BY COUNTRY, 2016-2019 (USD MILLION)
    • TABLE 199 AGRICULTURAL ROBOTS MARKET IN APAC, BY COUNTRY, 2020-2025 (USD MILLION)
    • TABLE 200 AGRICULTURAL ROBOTS MARKET IN APAC, BY TYPE, 2016-2019 (USD MILLION)
    • TABLE 201 AGRICULTURAL ROBOTS MARKET IN APAC, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 202 AGRICULTURAL ROBOTS MARKET IN APAC, BY TYPE, 2016-2019 (UNITS)
    • TABLE 203 AGRICULTURAL ROBOTS MARKET IN APAC, BY TYPE, 2020-2025 (UNITS)
    • TABLE 204 AGRICULTURAL ROBOTS MARKET IN APAC, BY OFFERING, 2016-2019 (USD MILLION)
    • TABLE 205 AGRICULTURAL ROBOTS MARKET IN APAC, BY OFFERING, 2020-2025 (USD MILLION)
    • 12.4.1 CHINA
      • 12.4.1.1 Pesticide and herbicide spraying are popular applications for agriculture drones in China
    • 12.4.2 JAPAN
      • 12.4.2.1 Japan is expected to be one of first markets to commercialize driverless tractors in APAC
    • 12.4.3 AUSTRALIA
      • 12.4.3.1 Australia is expected to be largest market for agricultural robots during forecast period
    • 12.4.4 INDIA
      • 12.4.4.1 India has very low penetration of agricultural robots at present
    • 12.4.5 SOUTH KOREA
      • 12.4.5.1 South Korean government is subsidizing milking robots to make them affordable to farmers
    • 12.4.6 REST OF APAC
  • 12.5 ROW
    • FIGURE 59 RUSSIA TO HOLD LARGEST SIZE OF MARKET IN ROW IN 2025
    • TABLE 206 AGRICULTURAL ROBOTS MARKET IN ROW, BY APPLICATION, 2016-2019 (USD MILLION)
    • TABLE 207 AGRICULTURAL ROBOTS MARKET IN ROW, BY APPLICATION, 2020-2025 (USD MILLION)
    • TABLE 208 AGRICULTURAL ROBOTS MARKET IN ROW, BY OFFERING, 2016-2019 (USD MILLION)
    • TABLE 209 AGRICULTURAL ROBOTS MARKET IN ROW, BY OFFERING, 2020-2025 (USD MILLION)
    • TABLE 210 AGRICULTURAL ROBOTS MARKET IN ROW, BY TYPE, 2016-2019 (USD MILLION)
    • TABLE 211 AGRICULTURAL ROBOTS MARKET IN ROW, BY TYPE, 2020-2025 (USD MILLION)
    • TABLE 212 AGRICULTURAL ROBOTS MARKET IN ROW, BY TYPE, 2016-2019 (UNITS)
    • TABLE 213 AGRICULTURAL ROBOTS MARKET IN ROW, BY TYPE, 2020-2025 (UNITS)
    • TABLE 214 AGRICULTURAL ROBOTS MARKET IN ROW, BY REGION, 2016-2019 (USD MILLION)
    • TABLE 215 AGRICULTURAL ROBOTS MARKET IN ROW, BY REGION, 2020-2025 (USD MILLION)
    • 12.5.1 AFRICA
      • 12.5.1.1 South Africa has been recently granted clearance to fly agricultural drones
    • 12.5.2 MIDDLE EAST
      • 12.5.2.1 Feasibility of drones in Middle East is being studied
    • 12.5.3 RUSSIA
      • 12.5.3.1 Russia is growing market for various agricultural robots
  • 12.6 IMPACT OF COVID-19 ON AGRICULTURAL ROBOTS MARKET IN VARIOUS REGIONS
    • 12.6.1 REGIONS IN WHICH AGRICULTURAL ROBOTS MARKET MIGHT BE HIGHLY IMPACTED
    • FIGURE 60 IMPACT OF COVID-19 ON MARKET IN ROW
    • 12.6.2 REGION IN WHICH AGRICULTURAL ROBOTS MARKET MIGHT BE LEAST IMPACTED
    • FIGURE 61 IMPACT OF COVID-19 ON MARKET IN APAC

13 ADOPTION OF AGRICULTURAL ROBOTS BASED ON FARM SIZE

  • 13.1 INTRODUCTION
    • FIGURE 62 CATEGORIES OF FARMS BASED ON FARM SIZE
  • 13.2 SMALL FARMS
  • 13.3 MEDIUM-SIZED FARMS
  • 13.4 LARGE FARMS

14 COMPETITIVE LANDSCAPE

  • 14.1 OVERVIEW
    • FIGURE 63 PLAYERS IN AGRICULTURAL ROBOTS MARKET ADOPTED NEW PRODUCT LAUNCHES AS THEIR KEY STRATEGY FOR BUSINESS EXPANSION FROM 2017 TO 2019
  • 14.2 MARKET SHARE ANALYSIS: AGRICULTURAL ROBOTS MARKET, 2019
    • FIGURE 64 AGRICULTURAL ROBOTS MARKET SHARE ANALYSIS, 2019
  • 14.3 COMPETITIVE LEADERSHIP MAPPING
    • 14.3.1 VISIONARY LEADERS
    • 14.3.2 DYNAMIC DIFFERENTIATORS
    • 14.3.3 INNOVATORS
    • 14.3.4 EMERGING COMPANIES
    • FIGURE 65 AGRICULTURAL ROBOTS MARKET (GLOBAL) COMPETITIVE LEADERSHIP MAPPING, 2019
  • 14.4 STRENGTH OF PRODUCT PORTFOLIO (25 PLAYERS)
    • FIGURE 66 PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN AGRICULTURAL ROBOTS MARKET
  • 14.5 BUSINESS STRATEGY EXCELLENCE (25 PLAYERS)
    • FIGURE 67 BUSINESS STRATEGY EXCELLENCE OF TOP PLAYERS IN AGRICULTURAL ROBOTS MARKET
  • 14.6 STARTUP SCENARIO
    • 14.6.1 STARTUP CATEGORIZATION BASED ON SOLUTIONS PROVIDED
      • 14.6.1.1 Hardware providers
    • TABLE 216 LIST OF KEY AGRICULTURAL ROBOT HARDWARE STARTUPS
      • 14.6.1.2 Software and service providers
    • TABLE 217 LIST OF KEY AGRICULTURAL ROBOT SOFTWARE AND SERVICE STARTUPS
  • 14.7 COMPETITIVE SITUATIONS AND TRENDS
    • FIGURE 68 AGRICULTURAL ROBOTS MARKET WITNESSED SIGNIFICANT GROWTH FROM 2017 TO 2019
    • 14.7.1 PRODUCT LAUNCHES
    • TABLE 218 PRODUCT LAUNCHES, 2019
    • 14.7.2 PARTNERSHIPS AND COLLABORATIONS
    • TABLE 219 PARTNERSHIPS AND COLLABORATIONS, 2018-2019
    • 14.7.3 EXPANSIONS
    • TABLE 220 EXPANSIONS, 2018-2019
    • 14.7.4 ACQUISITIONS
    • TABLE 221 ACQUISITIONS, 2017-2018
    • 14.7.5 CONTRACTS AND AGREEMENTS
    • TABLE 222 CONTRACTS AND AGREEMENTS, 2017-2018

15 COMPANY PROFILES

  • 15.1 INTRODUCTION

(Business Overview, Products Offered, Recent Developments, COVID-19 Related Business Developments, SWOT Analysis, and MNM View)**

  • 15.2 KEY PLAYERS
    • 15.2.1 DEERE & COMPANY
    • FIGURE 69 DEERE & COMPANY: COMPANY SNAPSHOT
    • 15.2.2 TRIMBLE
    • FIGURE 70 TRIMBLE: COMPANY SNAPSHOT
    • 15.2.3 AGCO CORPORATION
    • FIGURE 71 AGCO CORPORATION: COMPANY SNAPSHOT
    • 15.2.4 DELAVAL
    • FIGURE 72 DELAVAL: COMPANY SNAPSHOT
    • 15.2.5 DJI
    • 15.2.6 BOUMATIC ROBOTICS
    • 15.2.7 LELY
    • 15.2.8 AGJUNCTION
    • FIGURE 73 AGJUNCTION: COMPANY SNAPSHOT
    • 15.2.9 TOPCON POSITIONING SYSTEM
    • 15.2.10 AGEAGLE AERIAL SYSTEMS
    • FIGURE 74 AGEAGLE AERIAL SYSTEMS: COMPANY SNAPSHOT
  • 15.3 RIGHT TO WIN
    • 15.3.1 DEERE & COMPANY
    • 15.3.2 DJI
    • 15.3.3 TRIMBLE
    • 15.3.4 AGCO CORPORATION
    • 15.3.5 DELAVAL
  • 15.4 OTHER KEY PLAYERS
    • 15.4.1 YANMAR CO.
    • 15.4.2 DEEPFIELD ROBOTICS
    • 15.4.3 ECOROBOTIX
    • 15.4.4 HARVEST AUTOMATION
    • 15.4.5 NAIO TECHNOLOGIES
    • 15.4.6 ROBOTICS PLUS
    • 15.4.7 CNH INDUSTRIAL N.V.
    • 15.4.8 KUBOTA CORPORATION
    • 15.4.9 HARVEST CROO
    • 15.4.10 AUTONOMOUS TRACTOR CORPORATION

*Details on Business Overview, Products Offered, Recent Developments, COVID-19 Related Business Developments, SWOT Analysis, and MNM View might not be captured in case of unlisted companies.

16 ADJACENT & RELATED MARKETS

  • 16.1 INTRODUCTION
  • 16.2 LIMITATIONS
  • 16.3 AGRICULTURAL ROBOTS ECOSYSTEM AND INTERCONNECTED MARKETS
  • 16.4 AI IN AGRICULTURE MARKET
    • 16.4.1 MARKET DEFINITION
    • 16.4.2 MARKET OVERVIEW
    • 16.4.3 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, TECHNOLOGY
    • TABLE 223 AI IN AGRICULTURE MARKET, BY TECHNOLOGY, 2017-2026 (USD MILLION)
    • 16.4.4 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY OFFERING
    • TABLE 224 AI IN AGRICULTURE MARKET, BY OFFERING, 2017-2026 (USD MILLION)
    • 16.4.5 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY APPLICATION
    • TABLE 225 AI IN AGRICULTURE MARKET, BY APPLICATION, 2017-2026 (USD MILLION)
      • 16.4.5.1 Precision farming
    • TABLE 226 PRECISION FARMING: AI IN AGRICULTURE MARKET, BY REGION 2017-2026 (USD MILLION)
      • 16.4.5.2 Livestock monitoring
    • TABLE 227 LIVESTOCK MONITORING: AI IN AGRICULTURE MARKET, BY REGION, 2017-2026 (USD MILLION)
    • TABLE 228 DRONE ANALYTICS: AI IN AGRICULTURE MARKET, BY REGION, 2017-2026 (USD MILLION)
      • 16.4.5.3 Agriculture robots
    • TABLE 229 AGRICULTURE ROBOTS: AI IN AGRICULTURE MARKET, BY REGION, 2017-2026 (USD MILLION)
      • 16.4.5.4 Labor management
    • TABLE 230 LABOR MANAGEMENT: AI IN AGRICULTURE MARKET, BY REGION, 2017-2026 (USD MILLION)
      • 16.4.5.5 Others
    • TABLE 231 OTHER APPLICATIONS: AI IN AGRICULTURE MARKET, BY REGION, 2017-2026 (USD MILLION)
    • 16.4.6 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY GEOGRAPHY
    • TABLE 232 ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY REGION, 2017-2026 (USD MILLION)
  • 16.5 PRECISION FARMING MARKET
    • 16.5.1 MARKET DEFINITION
    • 16.5.2 MARKET OVERVIEW
    • 16.5.3 PRECISION FARMING MARKET, BY OFFERING (HARDWARE, SOFTWARE, AND SERVICES)
    • TABLE 233 PRECISION FARMING MARKET, BY OFFERING, 2017-2025 (USD MILLION)
    • 16.5.4 PRECISION FARMING MARKET, BY TECHNOLOGY
    • TABLE 234 PRECISION FARMING MARKET, BY TECHNOLOGY, 2017-2025 (USD MILLION)
    • 16.5.5 PRECISION FARMING MARKET, BY APPLICATION
    • TABLE 235 PRECISION FARMING MARKET, BY APPLICATION, 2017-2025 (USD MILLION)
      • 16.5.5.1 Yield monitoring
    • TABLE 236 PRECISION FARMING MARKET FOR YIELD MONITORING APPLICATION, BY OFFERING, 2017-2025 (USD MILLION)
      • 16.5.5.2 Crop scouting
    • TABLE 237 PRECISION FARMING MARKET FOR CROP SCOUTING APPLICATION, BY OFFERING, 2017-2025 (USD MILLION)
      • 16.5.5.3 Field mapping
    • TABLE 238 PRECISION FARMING MARKET FOR FIELD MAPPING APPLICATION, BY OFFERING, 2017-2025 (USD MILLION)
      • 16.5.5.4 Variable-rate application
    • TABLE 239 PRECISION FARMING MARKET FOR VARIABLE RATE APPLICATION, BY OFFERING, 2017-2025 (USD MILLION)
      • 16.5.5.5 Weather tracking & forecasting
    • TABLE 240 PRECISION FARMING MARKET FOR WEATHER TRACKING AND FORECASTING APPLICATION, BY OFFERING, 2017-2025 (USD MILLION)
      • 16.5.5.6 Inventory management
    • TABLE 241 PRECISION FARMING MARKET FOR INVENTORY MANAGEMENT APPLICATION, BY OFFERING, 2017-2025 (USD MILLION)
      • 16.5.5.7 Farm labor management
    • TABLE 242 PRECISION FARMING MARKET FOR FARM LABOR MANAGEMENT APPLICATION, BY OFFERING, 2017-2025 (USD MILLION)
      • 16.5.5.8 Financial management
    • TABLE 243 PRECISION FARMING MARKET FOR FINANCIAL MANAGEMENT APPLICATION, BY OFFERING, 2017-2025 (USD MILLION)
      • 16.5.5.9 Others
    • TABLE 244 PRECISION FARMING MARKET FOR OTHER APPLICATIONS, BY OFFERING, 2017-2025 (USD MILLION)
    • 16.5.6 PRECISION FARMING MARKET, BY REGION
    • TABLE 245 PRECISION FARMING MARKET, BY REGION, 2017-2025 (USD MILLION)
      • 16.5.6.1 Americas
    • TABLE 246 PRECISION FARMING MARKET IN AMERICAS, BY APPLICATION, 2017-2025 (USD MILLION)
      • 16.5.6.2 Europe
    • TABLE 247 PRECISION FARMING MARKET IN EUROPE, BY APPLICATION, 2017-2025 (USD MILLION)
      • 16.5.6.3 APAC
    • TABLE 248 PRECISION FARMING MARKET IN APAC, BY APPLICATION, 2017-2025 (USD MILLION)
      • 16.5.6.4 RoW
    • TABLE 249 PRECISION FARMING MARKET IN ROW, BY APPLICATION, 2017-2025 (USD MILLION)
  • 16.6 SMART AGRICULTURE MARKET
    • 16.6.1 MARKET DEFINITION
    • 16.6.2 MARKET OVERVIEW
    • 16.6.3 SMART AGRICULTURE MARKET, BY OFFERING
    • TABLE 250 SMART AGRICULTURE MARKET, BY OFFERING, 2017-2025 (USD MILLION)
    • 16.6.4 SMART AGRICULTURE MARKET, BY TYPE
    • TABLE 251 SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE, 2017-2025 (USD MILLION)
    • 16.6.5 SMART AGRICULTURE MARKET, BY APPLICATION
    • TABLE 252 SMART AGRICULTURE MARKET, BY APPLICATION, 2017-2025 (USD MILLION)
      • 16.6.5.1 Precision farming applications
    • TABLE 253 PRECISION FARMING MARKET, BY APPLICATION, 2017-2025 (USD MILLION)
      • 16.6.5.2 Precision forestry applications
    • TABLE 254 PRECISION FORESTRY MARKET, BY APPLICATION, 2017-2025 (USD MILLION)
      • 16.6.5.3 Precision aquaculture applications
    • TABLE 255 PRECISION AQUACULTURE MARKET, BY APPLICATION, 2017-2025 (USD MILLION)
      • 16.6.5.4 Smart greenhouse applications
    • TABLE 256 SMART GREENHOUSE MARKET, BY APPLICATION, 2017-2025 (USD MILLION)
      • 16.6.5.5 Others
    • 16.6.6 SMART AGRICULTURE MARKET, BY FARM SIZE
    • TABLE 257 SMART AGRICULTURE MARKET, BY FARM SIZE, 2017-2025 (USD MILLION)
    • 16.6.7 SMART AGRICULTURE MARKET, BY REGION
    • TABLE 258 SMART AGRICULTURE MARKET, BY REGION, 2017-2025 (USD MILLION)
      • 16.6.7.1 Americas
    • TABLE 259 SMART AGRICULTURE MARKET IN AMERICAS, BY AGRICULTURE TYPE, 2017-2025 (USD MILLION)
      • 16.6.7.2 Europe
    • TABLE 260 SMART AGRICULTURE MARKET IN EUROPE, BY AGRICULTURE TYPE, 2017-2025 (USD MILLION)
      • 16.6.7.3 APAC
    • TABLE 261 SMART AGRICULTURE MARKET IN APAC, BY AGRICULTURE TYPE, 2017-2025 (USD MILLION)
      • 16.6.7.4 RoW
    • TABLE 262 SMART AGRICULTURE MARKET IN ROW, BY AGRICULTURE TYPE, 2017-2025 (USD MILLION)

17 APPENDIX

  • 17.1 DISCUSSION GUIDE
  • 17.2 KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 17.3 AVAILABLE CUSTOMIZATIONS
  • 17.4 RELATED REPORTS
  • 17.5 AUTHOR DETAILS 306