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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

  • ID: 5130525
  • Report
  • July 2020
  • Region: Global
  • 295 Pages
  • Markets and Markets
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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%

FEATURED COMPANIES

  • Agco Corporation
  • Boumatic Robotics
  • Deere & Company
  • Ecorobotix
  • Kubota Corporation
  • Robotics Plus
  • MORE

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

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 the shortage of farm labour, 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 labour-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 market space.

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), Naïo 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 have also been covered in this report.

Note: Product cover images may vary from those shown
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FEATURED COMPANIES

  • Agco Corporation
  • Boumatic Robotics
  • Deere & Company
  • Ecorobotix
  • Kubota Corporation
  • Robotics Plus
  • MORE

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

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 the 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 Naïo 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 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: Subscription Portal
17.3 Available Customizations
17.4 Related Reports
17.5 Author Details

Note: Product cover images may vary from those shown
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  • Agco Corporation
  • Ageagle Aerial Systems
  • Agjunction
  • Autonomous Tractor Corporation
  • Boumatic Robotics
  • Cnh Industrial N.V.
  • Deepfield Robotics
  • Deere & Company
  • Delaval
  • DJI
  • Ecorobotix
  • Harvest Automation
  • Harvest Croo
  • Kubota Corporation
  • Lely
  • Naïo Technologies
  • Robotics Plus
  • Topcon Positioning System
  • Trimble
  • Yanmar Co.
Note: Product cover images may vary from those shown
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