Agricultural Robots Market

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

Report Code: SE 5080 Jun, 2020, by marketsandmarkets.com

[306 Pages Report] According to MarketsandMarkets, the agricultural robots market is projected to grow from USD 4.6 billion in 2020 to USD 20.3 billion by 2025; it is expected to grow at a Compound Annual Growth Rate (CAGR) of 34.5% from 2020 to 2025. Reducing number of labor, growing population, and increasing requirement for high productivity from the existing farm areas are factors fueling the growth of the agricultural robots market. The maturity of existing agricultural technologies and the introduction of new agricultural technologies are expected to act as opportunities for the market in the long term. The objective of the report is to define, describe, and forecast the agricultural robots market based on type, offering, farming environment, farm produce, application, and region.

Agricultural Robots Market

Impact of COVID-19 on current agricultural robot market size and forecast

The emergence of the COVID-19 pandemic, a deadly respiratory disease that originated in China, is now become a worldwide issue and has also affected the agricultural robots market. Most types of agricultural robots have been affected by this crisis, which is expected to be a short term impact. For instance, during the Q1 2020 conference call, the CFO of Trimble (US) announced that its OEM hardware business, which collectively makes up less than 15% of revenue have been significantly impacted by the shutdown of its customer’s production facilities. John Deere (US) announced in its Q2 2020 results that revenues decreased 18% and 13% three and six months respectively in 2020 compared to that in 2019. The company’s Agriculture & Turf segment (which caters to the agricultural robots market) had a decrease in revenues of 18%.

The COVID-19 pandemic will have a varying impact on different agricultural robots. The market for the milking robots is expected to be the most affected as supply chain disruptions cause a greater effect on dairy products due to their perishable nature. On the other hand, the market for UAVs and automated harvesting systems will not be affected as much as milking robots. However, most agricultural robots will continue to experience high growth as farmers will look to reduce their dependency on manual labor and embrace automation to a greater degree. Hence, the overall market for agricultural robots is expected to pick up from 2021 onwards.

The UAVs or drones segment is estimated to hold the largest share of the agricultural robots market in 2020.

The UAVs or drones segment is estimated to hold the largest share of the agricultural robots market in 2020. The growth of this segment can be attributed to the fact that UAVs or drones are inexpensive agricultural robots, which can be used in farms of different sizes, especially in fields smaller than 50 hectares. Their affordability has led farmers to adopt UAVs or drones for modern farming. UAVs or drones are used for soil and crop field analysis and livestock management for the past several years. Their robust models are continuously being introduced in the market for pesticide spraying (such as the AGRAS T16 drone from DJI). The wide range of applications of UAVs or drones has led to their increased adoption by farmers and commercial growers.

Based on offering, the services segment of the agricultural robots market is projected to grow at the highest CAGR during the forecast period.

The services segment of the agricultural robots market is projected to grow at the highest CAGR from 2019 to 2024. The high costs of agricultural equipment such as driverless tractors, fruit harvesters, and weeding robots have pushed companies to adopt a leasing model (such as Naοo Technologies) to enable farmers to field test robotic equipment to decide if they are a right fit to cater to their requirements. Service offerings such as return on investment (ROI) calculations and initial setup advice are also expected to be an important factor in the penetration of agricultural robots worldwide, especially with the introduction of new agricultural robots and other equipment.

The outdoor farming segment to hold a larger share of the market as compared to the indoor farming segment during the forecast period.

The variety and the number of farm equipment used in outdoor farming are more than that of indoor farming. UAVs or drones and autonomous tractors equipped with GPS are used for outdoor farming. Indoor robots such as milking robots, plant handling robots, and fruit harvesting robots make up for a smaller share of the market as compared to outdoor robots as a large portion of farming is still conducted outdoors. Thus, most of the agricultural robots being developed are meant for outdoor agricultural use.

The field crops segment of the agricultural robots market is projected to grow at the highest CAGR from 2020 to 2025.

The field crops segment of the agricultural robots market is projected to grow at the highest CAGR during the forecast period. The penetration of auto-steering systems and autonomous robots is expected to contribute toward the growth of this segment of the market. Most of the drone surveying applications are focused on corn and sugarcane fields that make for a significant portion of agricultural produce globally. Automated harvesters are mostly used in field crops.

Agricultural Robots Market by Region

The Americas is projected to account for the largest share of the agriculture robots market during the forecast period.

The Americas is projected to account for the largest share of the agriculture robots market during the forecast period owing to the increasing penetration of automated farm equipment and associated software in the region. The number of farmers opting for automation of agricultural activities is continuously increasing in the Americas with growing immigration scrutiny and shortage of labor. Robotic harvesting vehicles are being tested in Florida and California to harvest apples, strawberries, grapes, and other crops to automate labor-intensive tasks. Many large farming companies are now strategic investors for robotic startup companies such as Harvest CROO. Countries such as Canada and Mexico are also expected to exhibit a positive inclination toward the adoption of agricultural robots.

Market Dynamics

Driver

Maturing IoT and navigation technologies are driving down cost of automation

Low-cost IoT devices connected with farm management software are helping farmers to analyze data on weather, temperature, moisture, and even accounting. They further provide insights to help optimize yield, improve planning, and make smarter decisions to maximize productivity. For example, CropX (US) is a company that provide soil sensors for farms that can provide alerts when soil conditions are not optimal. A farmer can receive a notification in real time in case of lower moisture levels in a certain part of the field and change the delivery of water in the irrigation system accordingly. Lely (Netherlands) has developed an identification tag (Qwes) to monitor livestock autonomously and collect field data for efficient and productive dairy farming. There are further opportunities to apply more advanced sensor technologies, combined with more autonomous systems, to perform tasks on farms. This applies to both extensive and intensive (indoor) production systems.

The use of GPS real-time kinematics (RTK) navigation in agriculture has become a standard for auto-steering systems in tractors and combined harvesters. For many applications, the standalone GPS signal can deliver sufficient accuracy without the need for extra radio beacons. The Wheelman Pro auto-steering system from AgJunction (US) that uses GPS costs USD 3,995, making it affordable for many farmers. For high-precision tasks, multimodal systems based on a combination of GPS, INS, LiDAR, and vision systems are used to provide greater accuracy. Companies such as ecoRobotix (Switzerland) have been automating seeding and weeding process by combining both GPS and a vision system.

Restraint

Many of the agricultural robots are not yet ready for full commercial deployment

Although it is expected that the COVID-19 pandemic will accelerate the deployment of agricultural robots to minimize risks arising from human contamination, many of the agricultural robots are still being field tested and will most likely be not ready for commercial deployment even after the pandemic ends. For instance, when compared to drones and milking robots, most harvesting and weeding robots are still in their prototype stage. Even fully autonomous and driverless tractors are currently deployed in very limited numbers due to the technology being relatively new. For instance Harvest CROO (US), a manufacturer of strawberry harvesting robots is yet to commercialize their product despite successful field trials. Driverless tractor manufacturers such as Kubota (Japan) are still refining their autonomous navigation technology despite deployment of driverless tractors in limited numbers.  Hence, as the technology in many of the agricultural robots has not yet reached maturity, it is expected to hamper the growth of the market.

Opportunity

Use of real-time multimodal robot systems in field

The use of multimodal or heterogeneous platforms that combine ground-based and aerial vehicles provides opportunities for targeted support, intelligence, and mission planning. Collaborative and cooperative behavior between different robots becomes advantageous for large-scale agriculture and dairy operations as tasks can be performed in parallel, providing better economies of scale. Different types of robots and autonomous systems can now be brought together in a systemic approach. For example, UAVs or drones are an excellent platform for aerial monitoring, but with limited payload, operational time, and ruggedness, they are not suitable for performing ground tasks such as spraying. Hence, ground and airborne vehicles need to be coordinated to perform their respective tasks. Hence, the control of multiple robots through a centralized software platform will greatly benefit large-scale farm automation. Owing to the ability of multimodal robot systems to operate swarms of robots in farms to perform various agricultural applications such as spraying and weeding simultaneously, players in the agricultural robots market are expected to adopt such kind of systems extensively during the forecast period. Investing in multimodal systems is expected to widen the revenue stream of the players in the agricultural robots market.

Challenge

Concerns over data privacy and regulations

There are ethical issues concerning the ownership of data, especially with the rise of software services for agricultural use. Similar to other technological domains, a similar situation can arise where a small number of companies own the majority of the customer information. The data captured by ground robots can be completely different from the data captured by drones. This data can often be purchased by third parties such as banks who provide loans based on the productivity of the farmer. Hence, data security must also be considered. Other ethical aspects of agricultural robots such as liability frameworks and re-use of robot-collected data for research or studies also need to be considered by the government of countries worldwide. The lack of standardization in technology also complicates the integration of systems, as the majority of equipment manufacturers use their in-house interface protocols for communications. In many cases, the creation of additional gateways becomes essential for the translation and transfer of data across equipment from different manufacturers. A growing number of companies offering agricultural software are looking to collect data from farmers. In many cases, software providers sell data to third parties such as banks or use it in a way that does not benefit the farmer. In 2014, the American Farm Bureau Federation signed agreements with farm organizations and agricultural technology providers (that included companies such as AGCO Corporation) to address issues with data privacy and security. Although the agricultural sector does not have defined protocols for data privacy and security, the risks and consequences of a data breach are less significant compared to other businesses such as the healthcare and military & defense sectors.

Agricultural Robots Market Interconnections

Scope of the Report:

Report Metric

Details

Market size available for years

2016—2025

Base year

2019

Forecast period

2020—2025

Units

Value (USD Million/Billion) and Volume (Units)

Segments covered

Offering, type, farming environment, farm produce, application, and geography

Geographic regions covered

Americas, Europe, APAC, and RoW

Companies covered

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), Naοo 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)

This report categorizes the agricultural robots market based on offering, type, farming environment, farm produce, application, and geography.

Agricultural Robots Market, by Offering:

  • Hardware (Automation & Control Systems and Sensing & Monitoring Devices)
  • Software (Local/Web-based and Cloud-based)
  • Services (System Integration & Consulting Services, Managed Services, Connectivity Services, Assisted Professional Services, and Maintenance & Support Services)
  • COVID-19 impact on various offerings

Agricultural Robots Market, by Type:

  • Unmanned Aerial Vehicles (UAVs) (Fixed Wing, Rotary Blade, and Hybrid)
  • Milking Robots
  • Driverless Tractors
  • Automated Harvesting Systems
  • Other Robots (Robots for Nurseries, Sorting and Packing, and Weed Control)
  • COVID-19 impact on various types of agricultural robots

Agricultural Robots Market, by Farming Environment:

  • Indoor Farming
  • Outdoor Farming
  • COVI D-19 impact on agricultural robots based on farming environments

Agricultural Robots Market, by Farm Produce:

  • Fruits and Vegetables
  • Field Crops
  • Livestock
  • Others (Flowers and Aquaculture)
  • COVID-19 impact on agricultural robots based on  various types of farm produce

Agricultural Robots Market, by Application:

  • Harvest Management
  • Field Farming (Crop Monitoring, Plant Counting, and Crop Scouting)
  • Dairy & Livestock Management (Dairy Farm Management, Livestock Monitoring, and Precision Fish Farming)
  • Soil Management (Moisture Monitoring and Nutrient Monitoring)
  • Irrigation Management
  • Pruning Management
  • Weather Tracking & Monitoring
  • Inventory Management
  • Others (Financial Management, Farm Labor Management, Demand Forecasting, and Forestry Management)
  • COVID-19 impact on various applications of agricultural robots

Agricultural Robots Market, by Geography:

  • Americas
    • North America (US, Canada, and Mexico)
    • South America (Brazil, Argentina, and Rest of South America)
  • Europe
    • UK
    • Germany
    • France
    • Italy
    • Netherlands
    • Rest of Europe
  • APAC
    • China
    • Japan
    • Australia
    • India
    • South Korea
    • Rest of APAC
  • RoW
    • Africa (South Africa)
    • Middle East
    • Russia
  • COVID-19 impact on agricultural robots in various regions

Agricultural Robots Market, by Farm Size (Qualitative):

  • Small Sized Farms
  • Medium Sized Farms
  • Large Sized Farms

Key Market Players

Major companies in the agriculture robots market are Deere & Company (US), Trimble (US), AGCO Corporation (US), AgJunction (US), DJI (China), Boumatic (Netherlands), Lely (Netherlands), DeLaval (Sweden), Topcon (US), and AgEagle Aerial Systems (US). Apart from these, Abundant Robotics (US) and Iron Ox (US) are among a few emerging companies in the agricultural robots market.

Recent Developments

  • In June 2019, AGCO Corporation (US), under the Fuse brand, launched the AGCO Connect in North America to provide its customers and dealers with access to machine location data and diagnostics.
  • In May 2019, AgJunction (US) announced a partnership with Swift Navigation (US) to develop low-cost, autonomous tractors for agricultural applications to provide affordable solutions to farmers worldwide.
  • In April 2019, Trimble (US) announced the launch of the Farmer Core software that integrates machine-generated data to simplify setup and streamline operations for various farming activities. It is an entry-level software subscription, which is accessible to farmers.

Frequently Asked Questions (FAQ):

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TABLE OF CONTENTS

1 INTRODUCTION (Page No. - 40)
    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 (Page No. - 44)
    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 (Page No. - 54)
  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 (Page No. - 62)
    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 (Page No. - 65)
    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 (Page No. - 73)
    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 (Page No. - 81)
    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 (Page No. - 105)
    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 (Page No. - 146)
    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 (Page No. - 155)
     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 (Page No. - 168)
     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 (Page No. - 187)
     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 (Page No. - 218)
     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 (Page No. - 220)
     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 (Page No. - 233)
     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 NAΟO 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 (Page No. - 266)
     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 (Page No. - 299)
     17.1 DISCUSSION GUIDE
     17.2 KNOWLEDGE STORE: MARKETSANDMARKETS’  SUBSCRIPTION PORTAL
     17.3 AVAILABLE CUSTOMIZATIONS
     17.4 RELATED REPORTS
     17.5 AUTHOR DETAILS

The study involved four major activities in estimating the size for agricultural robots market. Exhaustive secondary research was done to collect information on the market, peer market, and parent market. The next step was to validate these findings, assumptions, and sizing with industry experts across value chains through primary research. The bottom-up approach was employed to estimate the overall market size. After that, market breakdown and data triangulation were used to estimate the market size of segments and subsegments.

Secondary Research

In the secondary research process, various secondary sources were referred to for identifying and collecting information pertinent to this study on the agricultural robots market. Secondary sources included annual reports; press releases; investor presentations; white papers; journals and certified publications; and articles by recognized authors, directories, and databases. The secondary sources referred to for this research study include organizations such as the International Federation of Robotics (IFR), Association for Unmanned Vehicle Systems International (AUVSI), IEEE Robotics and Automation Society, and Robotic Industries Association (RIA). Secondary research was conducted to obtain key information about the supply chain of the industry, value chain of the market, the total pool of key players, market segmentation according to the industry trends (to the bottommost level), geographic markets, and key developments from both market- and technology-oriented perspectives.

After the complete market engineering (which included calculations for the market statistics, market breakdown, data triangulation, market size estimations, and market forecasting), extensive primary research was carried out to gather information, as well as to verify and validate the critical numbers obtained.

Primary Research

Extensive primary research was conducted after gaining knowledge about the current scenario of the agricultural robots market through secondary research. Several primary interviews were conducted with the market experts from both demand (commercial application providers) and supply (equipment manufacturers and distributors) sides across 4 major regions: North America, Europe, Asia Pacific (APAC), and the Rest of the World (RoW). Approximately 20% and 80% of primary interviews were conducted with parties from the demand side and supply side, respectively. Primary data was collected through questionnaires, emails, and telephonic interviews.

Agricultural Robots Market Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

In the complete engineering process, both top-down and bottom-up approaches, along with several data triangulation methods, were used to estimate and validate the size of the agricultural robots market and other dependent submarkets. Key players in the market were determined through primary and secondary research. This entire research methodology involved the study of the annual and financial reports of the top market players and extensive interviews with industry experts such as chief executive officers (CEOs), vice presidents (VPs), directors, and marketing executives for key insights (both qualitative and quantitative) about the agricultural robots market. All percentage shares, splits, and breakdowns were determined using secondary sources and verified through primary sources. All the possible parameters that affect the market segments covered in this research study were accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. This data was consolidated and supplemented with detailed inputs and analyses from MarketsandMarkets and presented in the report.

Agricultural Robots Market Bottom-Up Approach

Data Triangulation

After arriving at the overall market size using the estimation processes explained above, the market was split into several segments and subsegments. Data triangulation and market breakdown procedures were employed, wherever applicable, to complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment. The data was triangulated by studying various factors and trends from both demand and supply sides for unmanned aerial vehicles (UAVs/drones), milking robots, driverless tractors, automated harvesting systems, and other robots.

Report Objectives

  • To describe and forecast the agricultural robots market, in terms of value and volume, based on offering, type, farming environment, farm produce, and application
  • To describe and forecast the market size, in terms of value and volume, for 4 main regions: the Americas, Europe, APAC, and RoW
  • To provide detailed information regarding drivers, restraints, opportunities, and challenges influencing the growth of the market
  • To provide a detailed overview of the value chain pertaining to the agricultural robots ecosystem
  • To strategically analyze micromarkets with respect to individual growth trends, business prospects, and contribution to the total market
  • To analyze opportunities in the market for various stakeholders by identifying high-growth segments of the agricultural robots market

Available Customizations

With the given market data, MarketsandMarkets offers customizations according to the specific requirements of companies. The following customization options are available for the report:

Product Analysis

  • Product matrix that gives a detailed comparison of the product portfolio of each company

Company Information

  • Detailed analysis and profiling of additional market players (up to 5)
COVID-19

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Benchmarking the rapid strategy shifts of the Top 100 companies in the Agricultural Robots Market

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