Agriculture Robots Market by Type (Unmanned Aerial Vehicles/Drones, Milking Robots, Driverless Tractors, Automated Harvesting Systems), Farming Environment (Indoor and Outdoor), End-use Application and Region - Global Forecast to 2029
The global Agricultural Robots Market is experiencing prominent growth, with an estimated value projected to reach USD 51.0 billion by 2029 from the 2024 valuation of USD 16.6 billion, indicating a significant Compound Annual Growth Rate (CAGR) of 25.2%. The increasing problem of labor shortage is the primary driver for robotics adoption. With the aging farming population and the migration of younger generations to urban areas for high-paying jobs, farms across the globe are struggling to find reliable, skilled workers. Agricultural Robots act as an attractive solution to this critical problem by providing consistent, efficient labor support that can operate year-round. To mitigate the problem of labor shortage farmers are increasingly adopting agricultural robots to increase farm productivity and efficiency, especially in developed nations, thereby, boosting the growth of the agricultural robots market.
Moreover, the market is witnessing a rising demand for robots custom-tailored for specific crops and tasks, such as weeding, planting, and spraying. As technology continues to advance, rise in awareness and affordability, more farmers are anticipated to adopt agriculture robots in their day-to-day operations, fostering sustainable and efficient farming practices.
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Market Dynamics
Driver: The rapid adoption of advanced technologies due to shortage of labor
With the increasing demand for food and the declining availability of labor, the agriculture industry is adopting smart technologies to address these challenges. Agricultural robots, help farmers manage their crops more efficiently and effectively, reducing the need for manual labor and increasing productivity.
According to the Lea Valley Growers Association, 10% of its cucumber-growing members could not plant a third crop due to a shortage of workers in 2021. Additionally, Riviera Produce Ltd. reported that it had to let approximately USD 545,000 worth of produce rot in the fields during 2021–2022 due to a shortage of workers, and Boxford Suffolk Farms Ltd. stated that it had to waste approximately 44 tonnes of fruit due to a lack of labor. Thus, to meet the labor shortage, farmers are expected to adopt agricultural robots. These advanced technologies would help farmers to optimize crop yields, reduce waste, and improve profitability, all while reducing the need for manual labor. The agricultural robots market is anticipated to witness significant growth as the industry continues to embrace these technologies in the face of declining labor availability.
Restraint: High cost of automation for small farms
Although auto-steering and drone technologies have relatively matured and are some of the least expensive automation solutions, the penetration in small farms is still not widespread. Smaller farms have largely been left behind by successive waves of automation that include agriculture robots. A tractor with autopilot capability can cost upwards of USD 100,000 and often does not provide sufficient Return on Investment (RoI) for small farmers. The high cost of equipment and insufficient returns on investment discourages small-scale farmers to invest in advanced technologies like agricultural robots. These farms are expected to be further left behind in technology with the introduction of more specialized and expensive robots and software systems. This issue is particularly widespread in developing countries, such as India, China, and Brazil, as there is a lack of skill technical awareness, and low income among farmers. Profitability and cost considerations prominently impact the adoption of robotization in agriculture by influencing the feasibility of high initial investments and prospective benefits of agricultural robots. Although the benefits of agricultural robots are significant the high upfront costs are limiting the adoption of agricultural robots and hindering the growth of the market.
Opportunity : Increased use of electrification in agricultural robots
Owing to advancements in electric powertrains and batteries, electric power is expected to provide better controllability and opportunities for automation in tasks such as seeding, weeding, and harvesting. It is anticipated that smaller electric farm vehicles, including pure electric and plug-in hybrid options, will enter mainstream markets before larger vehicles, for instance, tractors. Stricter limitations on diesel emissions are expected to lead to the development of electric farm vehicles replacing diesel-burning equipment regardless of price points to stay compliant with local environmental and health regulations. In September 2021, a carbon robotics company developed an agricultural robot capable of eliminating 100,000 weeds an hour using precision lasers and artificial intelligence systems. In February 2021, Future Acres developed an autonomous, electric agricultural robotic harvest companion – Carry – to help farmers gather hand-picked crops faster and with less physical demand. Hence, the drive for autonomous agricultural robots is also expected to provide an opportunity for the increased deployment of electrification technology.
Challenge: High complexity of fully autonomous robots
The robotic technologies, such as auto-steering guidance technologies and aerial mapping, have already achieved or are approaching the robustness and cost-effectiveness required for real-world use, other technologies are not yet at that stage for field deployment. For example, prototypes of fully autonomous and driverless tractors by John Deere (US), AGCO Corporation (US), CNH Industrial N.V. (Netherlands), Kubota (Japan), and Yanmar (Japan) have started emerging recently. For example, in 2024, Kubota Corporation launched a fully autonomous robot for agriculture. However, except for drones, many industry experts predict that fully autonomous robots in agriculture, such as driverless tractors or weeding robots, will become commonplace and operational only after 2025. These highly advanced autonomous robots require a high degree of technical know-how, which is not easily accessible, making it difficult for farmers to adopt these technologies posing a major challenge to the manufacturers to enhance their market penetration. Lack of technical knowledge in understanding the operation of advanced fully autonomous agricultural robots is a major factor restraining the farming community in developing countries such as China, India, and Brazil, along with many African countries. Governments and market players are taking initiatives to provide training and consultation to farmers to tackle this problem; however, many farmers remain away from the purview of these efforts. To overcome this challenge, many developing countries invest in educating and informing their farming populace about the benefits of advanced agricultural technologies such as agricultural robots.
AGRICULTURAL ROBOTS MARKET ECOSYSTEM
In the type segment, the market for unmanned aerial vehicles is projected to grow at the highest CAGR during the forecast period.
Unmanned aerial vehicles (UAVs) or drones make prominent important contribution to the technological revolution in the agricultural industry. Drones are equipped with several sensors and microcontrollers, infrared and multispectral cameras, and GPS receivers. They support farmers in protecting plants through selective pesticide spraying, providing important field data (on soil, water, and crops), and monitoring the movement of cattle. UAVs have a vast potential in agriculture and a wide range of applications. The UAVs (Unmanned Aerial Vehicles) segment is growing rapidly due to several key factors. Firstly, technological advancements have led to more sophisticated and affordable UAVs, making them accessible to various industries. Secondly, UAVs offer cost-effective solutions for data collection, surveillance, and inspection tasks, reducing the need for manned aircraft or ground-based operations. The versatility, efficiency, and potential for automation in various industries are propelling the UAV market to grow during the forecast period.
In the application segment, field farming are expected to account for a major share of agricultural robot applications.
Agricultural robots have become indispensable tools in modern field farming applications, revolutionizing traditional farming practices and enhancing agricultural productivity. These versatile machines are designed to perform a wide range of tasks, from soil preparation and planting to monitoring crops and applying precise treatments. The driving force behind the adoption of agricultural robots in field farming lies in their ability to cultivate efficiency, reduce labor dependency, optimize resource usage, and improve overall farm sustainability. Field farming systems include systems that can perform monitoring (crop, soil, and water), plant counting, planting, spraying, and weeding. For any smart farming or precision agriculture application, these actions are essential for farm automation. These actions can be performed by UAVs, driverless tractors, and other robots, for instance, AGVs. UAVs have the largest market share, and driverless tractors have the highest growth potential. UAVs are almost exclusively used for field farming, whereas driverless tractors are used primarily for farming and harvest management. Hence, field farming has not only the largest market share but also the highest growth potential compared to other applications.
The agricultural robots market in the North American region is dominating during the study period.
In North America, the United States and Canada are dominating the adoption of agricultural robots, propelled by the availability of cutting-edge technology infrastructure and the integration of AI and machine learning algorithms in agricultural operations. The presence of many vendors, continuous advancements in technology, and reduction in the prices of equipment with technology advancements are contributing to the growth of the agriculture robots market in North America. Furthermore, the demand for livestock monitoring technologies in North America is increasing because of factors such as continuous advancements in technologies, a drop in the prices of automated milking systems and automated feeding systems, and usage of social media and online publications for education related to agriculture. Innovations in technology and the emergence of data generation, storage, cloud computing, computer processing capacity, and delivery systems have led to the growth of the agriculture robots market in North America.
Key Market Players
The key players in the agricultural robots market include Deere & Company (US), CNH Industrial N.V. (United Kingdom), DJI (China), Lely (Netherlands), DeLaval (Sweden), and AGCO Corporation. (US). These market participants are increasing their market presence via product launches. Companies focus on expanding their production facilities by entering into partnerships and agreements as well as by launching products to grow their businesses and their market shares.
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Scope of the Report
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Report Metric |
Details |
Market size estimation |
2024–2029 |
Base year considered |
2023 |
Forecast period considered |
2024–2029 |
Units considered |
Value (USD Million) |
Segments Covered |
Type, End Use, Farming Environment, Application, and Region |
Regions covered |
North America, Europe, South America, Asia Pacific, and RoW |
Companies covered |
|
Target Audience
- Agricultural robot manufacturers
- Agricultural robots integrated hardware and software manufacturers
- Related government authorities, commercial research & development (R&D) institutions.
- Venture capitalists and investors.
- Technology and raw material providers to agricultural robots companies.
- Government agricultural departments and regulatory bodies such as the US Department of Agriculture (USDA), Food and Agricultural Organization (FAO), Indian Council of Agriculture Research (ICAR), the Ministry of Farmers Welfare & Farmers Welfare (MoA & FW), and International Fund for Agricultural Development (IFAD).
Agricultural Robots Market:
By Type
- Unmanned Aerial Vehicles/Drones by Type
- Fixed Wing Drones
- Rotary Drone Blades
- Hybrid Drones
By Ingredient Unmanned Aerial Vehicles/Drones by Components
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Hardware
- Frames
- Controller
- Propulsion System
- Camera systems
- Navigation systems
- Batteries
- Others
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Software
- Software used for data management, imaging, and data analytics applications
- Milking Robots
Milking Robots by Component
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Hardware
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Automation and control devices
- Robotic Arm devices
- Control & Display units
- Milk meters & analyzers
- Cleaning & Detection systems
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Sensing and Monitoring Devices
- Sensors
- Camera Systems
- Others
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Automation and control devices
By Farming Environment
- Indoor
- Outdoor
By End Use
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Farm Produce (Area)
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Cereals and Grains
- Corn
- Wheat
- Rice
- Other cereals and grains
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Oilseeds and Pulses
- Soyabean
- Sunflower
- Other oilseeds and pulses
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O Fruits and Vegetables
- Pome Fruits
- Citrus Fruits
- Berries
- Root and Tuber Vegetables
- Leafy Vegetables
- Other fruits and vegetables
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Cereals and Grains
- Other Crop types (turf & ornamentals, plantation crops, fibre crops, and silage & forage crops)
- Dairy & Livestock
By Application
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Harvest Management
- Field Farming
- Plowing & Seeding
- Crop Monitoring & Weed Detection
- Plant Scouting
- Crop Protection and Scouting
- Weather Tracking & Monitoring
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Dairy & Livestock Management
- Dairy Farm Management
- Livestock Monitoring
- Precision Fish Farming
- Soil & Irrigation Management
- Others
By Region
- North America
- Europe
- Asia Pacific
- South America
- RoW (the Middle East & South Africa)
Recent Developments
- In April 2024, AGCO Corporation and Trimble have completed their joint venture (JV) transaction, establishing PTx Trimble. This new entity merges Trimble's precision agriculture expertise with AGCO's JCA Technologies to provide improved factory-fit and retrofit solutions for the mixed-fleet precision agriculture market. AGCO holds an 85% stake in PTx Trimble, while Trimble retains a 15% stake. Moving forward, PTx Trimble is going to be included in AGCO's consolidated financial statements.
- In March 2024, New Holland, a CNH brand, partnered with Bluewhite, a company which specializes in AI-driven autonomous farming technology, to improve the autonomy of New Holland tractors in North America. This is a multi-phase, multi-year partnership that aims to integrate Bluewhite's autonomous solutions across New Holland's tractor lineup, targeting specialty crop operations like orchards and vineyards. The objective of this partnership is a regional and global expansion to broaden customers' access of CNH’s solutions.
- In February 2024, John Deere in partnership with GUSS Automation launched the Electric GUSS, which is the industry's first and only fully electric autonomous herbicide orchard sprayer. It empowers growers to manage multiple sprayers remotely and aids in optimizing productivity and labor efficiency.
- In March 2023, DeLaval launched the OptiWagon, a key module in its DeLaval Optimat™ automated feeding solution, enhancing feeding efficiency for dairy farms. The system, available in Standard and Master versions, supports operations from 120 to 1,000 cows and is being introduced across most European markets.
Frequently Asked Questions (FAQ):
Which are the major companies in the agricultural robots market? What is the intensity of competition in the agricultural robots market?
The key players in the agricultural robots market include Deere & Company (US), CNH Industrial N.V. (United Kingdom), DJI (China), Lely (Netherlands), DeLaval (Sweden), and AGCO Corporation. (US). The agricultural robots market is a highly competitive market with the key players in the market involving acquisitions, partnerships, and collaborations with the growing start-ups and key technology manufacturers for research and development and launch of advanced products in the market.
What are key technology trends for the agricultural robot market?
The growing trends of adoption of autonomous robots for tasks such as planting, weeding, and harvesting are leading to the emergence of various precision agricultural technologies. With key technologies such as big data, AI, and machine learning, companies can detect pest and disease infestations, estimate tomato output and yield, and forecast prices. AI can process weather, soil, moisture, and temperature data together to help farmers in decision-making. In indoor farming applications, AI is also utilized in robots for maximum space optimization when moving pots and plants.
Which region is projected to record the highest CAGR during the forecast period?
Asia Pacific region is the fastest growing in the agricultural robots market. It is projected to grow at a CAGR of 27.0% during the forecast period. Asia Pacific accounted for the highest growth in the global agriculture robots market during the forecast period, and it is among the prospective markets for agriculture robots. Governments and private enterprises in countries like Japan, China, South Korea, and Australia are investing heavily in the R&D of agricultural robots to enhance productivity and address labor shortages.
What kind of information is provided in the company profile section?
The company profiles offer information such as a business overview, including details on the company's various business segments, financial performance, geographical reach, revenue composition, and the breakdown of their business revenue. Additionally, these profiles offer insights into the company's product offerings, significant milestones, and expert analyst perspectives to further explain the company's potential.
What is the expected total CAGR for the agricultural robots market from 2024 to 2029??
The CAGR is expected to be 25.2% from 2024 to 2029. .
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- 5.1 INTRODUCTION
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5.2 MACROECONOMIC INDICATORSREDUCTION IN ARABLE LANDRAPID DIGITALIZATION
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5.3 MARKET DYNAMICSINTRODUCTIONDRIVERS- Increase in IoT devices connected with farm management to analyze data on various factors- Demand for optimization of farm management using agricultural drones and robots- Rapid adoption of advanced technologies- Growth in concerns regarding ecosystem change- Benefits offered by livestock monitoringRESTRAINTS- High cost of automation for small farms- Technological barriers pertaining to fully autonomous robots- Compared to drones and milking robots, most harvesting and weeding robots still in prototype stage- Fragmented nature of farmland in developing countries to make it difficult to adopt agricultural robots- Lack of training activities in operating dronesOPPORTUNITIES- Untapped market potential and scope for automation in agriculture- Use of real-time multimodal robot systems in fields- Increased use of electrification in agricultural robots- High adoption of aerial data collection tools in agriculture- Increase in use of agricultural-based software via smartphones- Early detection of crop diseases and ease of farm management- Convergence of digital technologies with farming practicesCHALLENGES- Lack of standardization of agricultural robot technologies globally to post as challenge- High cost and complexity of fully autonomous robots- Standardization of communication interfaces and protocols for precision agriculture- Lack of technical knowledge among farmers
- 6.1 INTRODUCTION
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6.2 REGULATORY FRAMEWORKREGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONSGLOBAL STANDARDS FOR AGRICULTURAL MACHINERYNORTH AMERICA- United States (US)- Canada- MexicoEUROPEAN UNION (EU)ASIA PACIFIC- India- China- AustraliaREST OF THE WORLD
- 6.3 PATENT ANALYSIS
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6.4 VALUE CHAIN ANALYSISRESEARCH & DEVELOPMENT (R&D)HARDWARE COMPONENT MANUFACTURERS AND SOFTWARE PROVIDERSROBOT MANUFACTURERSEND USERSAFTER-SALES SERVICES
- 6.5 TRENDS/DISRUPTIONS IMPACTING BUYERS IN AGRICULTURE ROBOTS MARKET
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6.6 MARKET ECOSYSTEMUPSTREAMDOWNSTREAMRESEARCH & DEVELOPMENT CENTERSHARDWARE COMPONENT PROVIDERS AND SOFTWARE PROVIDERS- Hardware component providers- Software providersAGRICULTURE ROBOTS OEMS
- 6.7 TRADE ANALYSIS
- 6.8 KEY CONFERENCES & EVENTS
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6.9 CASE STUDY ANALYSISUSE CASE 1: EAVISION LAUNCHES INTELLIGENT AGRICULTURAL SPRAYING DRONE IN CHINAUSE CASE 2: PARROT LAUNCHES ANAFI THERMALUSE CASE 3: ANNA BINNA FARMS USED AGWORLD SOFTWARE PLATFORM FOR FARM RECORD-KEEPING
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6.10 TECHNOLOGY ANALYSISAI IN AGRICULTURE- Crop yield & price forecastIOTADVANCED UNMANNED AERIAL VEHICLES
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6.11 PORTER’S FIVE FORCES ANALYSISTHREAT OF NEW ENTRANTSTHREAT OF SUBSTITUTESBARGAINING POWER OF SUPPLIERSBARGAINING POWER OF BUYERSINTENSITY OF COMPETITIVE RIVALRY
- 6.12 KEY STAKEHOLDERS IN BUYING PROCESS
- 6.13 BUYING CRITERIA
- 6.14 AVERAGE SELLING PRICE (ASP) ANALYSIS
- 7.1 INTRODUCTION
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7.2 UNMANNED AERIAL VEHICLES/DRONESUNMANNED AERIAL VEHICLES/DRONES, BY TYPE- Fixed-wing drones- Rotary blade drones- Hybrid dronesUNMANNED AERIAL VEHICLES/DRONES, BY COMPONENT- Hardware- Software
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7.3 MILKING ROBOTSMILKING ROBOTS, BY COMPONENT- Hardware- Software
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7.4 DRIVERLESS TRACTORSDRIVERLESS TRACTORS TO LEAD TO LESS DAMAGE TO SOIL DUE TO AUTOMATED SOFTWARE AND LESS HUMAN ERROR
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7.5 AUTOMATED HARVESTING SYSTEMSAUTOMATED HARVESTING SYSTEMS’ ABILITY TO REVOLUTIONIZE HARVESTING PROCESSES TO FUEL MARKET GROWTH
- 7.6 OTHERS
- 8.1 INTRODUCTION
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8.2 HARVEST MANAGEMENTHARVEST MANAGEMENT APPLICATIONS TO DRIVE UTILIZATION OF UAV AND AUTOMATED HARVESTING SYSTEMS
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8.3 FIELD FARMINGPLOWING AND SEEDING- Usage of robots in plowing and seeding to yield better productivityCROP MONITORING AND WEED DETECTION- Usage of agricultural drones for crop monitoring to further enhance weed detectionPLANT SCOUTING- AGV platforms to be used for crop scouting for efficient weed detectionCROP PROTECTION AND SCOUTING- Crop protection and scouting robots to help measure traits and readings of individual plantsWEATHER TRACKING & MONITORING- Adoption of drones for weather tracking & monitoring applications to drive market
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8.4 DAIRY & LIVESTOCK MANAGEMENTDAIRY FARM MANAGEMENT- Milking robots to automate manual processes in dairy farmsLIVESTOCK MONITORING- Smart tags to be placed in farm animals to transmit remote monitoring data and real-time updates
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8.5 INVENTORY MANAGEMENTINVENTORY MANAGEMENT TO STREAMLINE TRACKING AND ORGANIZING OF AGRICULTURAL PRODUCTS AND RESOURCES
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8.6 SOIL & IRRIGATION MANAGEMENTUSAGE OF DRONES IN SOIL & IRRIGATION MANAGEMENT TO DRIVE MARKET
- 8.7 OTHERS
- 9.1 INTRODUCTION
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9.2 FARM PRODUCECEREALS & GRAINS- Promotion of innovative and technological advancements in cereals & grains to boost marketOILSEEDS & PULSES- Assistance of robots in post-harvest operations for oilseeds & pulses to drive marketFRUITS & VEGETABLES- Revolutionizing traditional farming practices in fruits & vegetables to propel market growthOTHER PRODUCE TYPES
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9.3 DAIRY & LIVESTOCKUSAGE OF MILKING ROBOTS IN DAIRY & LIVESTOCK PRODUCE SEGMENT TO DRIVE MARKET
- 10.1 INTRODUCTION
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10.2 OUTDOORADOPTION OF AGRICULTURE ROBOTS FOR LIVESTOCK MONITORING AND VARIABLE RATE APPLICATION TO DRIVE MARKET GROWTH
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10.3 INDOORUSAGE OF ROBOTS IN OPTIMIZING RESOURCE USAGE IN HYDROPONICS TO DRIVE MARKET GROWTH
- 11.1 INTRODUCTION
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11.2 NORTH AMERICANORTH AMERICA: RECESSION IMPACT ANALYSISUS- Leveraging unmanned aerial vehicles for improved farming practices to bolster market growthCANADA- Constant enhancements and developments in precision farming practices to drive market growthMEXICO- Adoption of drones and other smart technologies through government’s financial support to drive market
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11.3 EUROPEEUROPE: RECESSION IMPACT ANALYSISGERMANY- Government incentives and ongoing collaborative research projects to propel market growthUK- Adopting advanced digital technologies to enhance farming practices in UKFRANCE- Increasing robotic startups in France for agricultural applications to lead to market growthITALY- Usage of latest agricultural sensor technologies in Italy to drive marketNETHERLANDS- Technology-driven economy and focus on sustainable agriculture to boost marketREST OF EUROPE
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11.4 ASIA PACIFICASIA PACIFIC: RECESSION IMPACT ANALYSISCHINA- Increasing government incentives and investments to boost marketSOUTH KOREA- Agriculture drones to be used for surveying farms and assessing crop lossesJAPAN- Rising adoption of advanced technology in Japan to drive market growthAUSTRALIA- Usage of agriculture drones in different applications to boost demand in AustraliaREST OF ASIA PACIFIC
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11.5 SOUTH AMERICASOUTH AMERICA: RECESSION IMPACTBRAZIL- Rise in digital agriculture activities to drive marketARGENTINA- Increase in public-private partnerships for agriculture innovations in Argentina to drive market growthREST OF SOUTH AMERICA
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11.6 REST OF THE WORLDREST OF THE WORLD: RECESSION IMPACTMIDDLE EAST- Growth in agriculture monitoring activities in Middle east to boost marketAFRICA- Increase in investments for agriculture innovations in Africa to drive market growth
- 12.1 OVERVIEW
- 12.2 MARKET SHARE ANALYSIS, 2022
- 12.3 STRATEGIES ADOPTED BY KEY PLAYERS
- 12.4 REVENUE ANALYSIS OF KEY PLAYERS
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12.5 COMPANY EVALUATION QUADRANT (KEY PLAYERS)STARSEMERGING LEADERSPERVASIVE PLAYERSPARTICIPANTSPRODUCT FOOTPRINT
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12.6 AGRICULTURE ROBOTS MARKET: EVALUATION QUADRANT FOR STARTUPS/SMES, 2022PROGRESSIVE COMPANIESSTARTING BLOCKSRESPONSIVE COMPANIESDYNAMIC COMPANIESCOMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
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12.7 COMPETITIVE SCENARIOPRODUCT LAUNCHESDEALSOTHERS
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13.1 KEY PLAYERSDEERE & COMPANY- Business overview- Products/solutions/services offered- Recent developments- MnM viewDJI- Business overview- Products/services/solutions offered- Recent developments- MnM viewCNH INDUSTRIAL NV- Business overview- Products/solutions/services offered- Recent developments- MnM viewAGCO CORPORATION- Business overview- Products/solutions/services offered- Recent developments- MnM viewDELAVAL- Business overview- Products/solutions/services offered- Recent developments- MnM viewTRIMBLE INC.- Business overview- Products/services/solutions offered- Recent developments- MnM viewBOUMATIC ROBOTICS- Business overview- Products/solutions/services offered- Recent developments- MnM viewLELY- Business overview- Products/solutions/services offered- Recent developments- MnM viewAGJUNCTION- Business overview- Products/solutions/services offered- Recent developments- MnM viewAGEAGLE AERIAL SYSTEMS INC.- Business overview- Products/services/solutions offered- Recent developments- MnM viewYANMAR CO.- Business overview- Products offered- Recent developments- MnM viewDEEPFIELD ROBOTICS- Business overview- Products offered- Recent developments- MnM viewECOROBOTIX- Business overview- Products offered- MnM viewHARVEST AUTOMATION- Business overview- Products offered- Recent developments- MnM viewNAÏO TECHNOLOGIES- Business overview- Products offered- MnM view
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13.2 OTHER PLAYERSROBOTICS PLUS- Business overview- Products offered- Recent developments- MnM viewKUBOTA CORPORATION- Business overview- Products offered- Recent developments- MnM viewHARVEST CROO ROBOTICS- Business overview- Products offered- Recent developments- MnM viewAUTONOMOUS TRACTOR CORPORATION- Business overview- Products offered- Recent developments- MnM viewCLEARPATH ROBOTICS, INC.- Business overview- Products offered- Recent developments- MnM viewDRONEDEPLOYAGROBOTSFFROBOTICSFULLWOOD JOZMONARCH TRACTOR
- 14.1 INTRODUCTION
- 14.2 LIMITATIONS
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14.3 SMART AGRICULTURE MARKETMARKET DEFINITIONMARKET OVERVIEW
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14.4 FARM MANAGEMENT SOFTWARE MARKETMARKET DEFINITIONMARKET OVERVIEW
- 15.1 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
- 15.2 CUSTOMIZATION OPTIONS
- 15.3 RELATED REPORTS
- 15.4 AUTHOR DETAILS
- TABLE 1 USD EXCHANGE RATES CONSIDERED, 2019–2022
- TABLE 2 RESEARCH ASSUMPTIONS
- TABLE 3 LIMITATIONS AND RISK ASSESSMENT
- TABLE 4 AGRICULTURE ROBOTS MARKET SNAPSHOT, 2023 VS. 2028
- TABLE 5 PRICES OF VARIOUS AUTONOMOUS ROBOTS (FRUIT-PICKING, PRUNING, WEEDING, SPRAYING, AND MOVING)
- TABLE 6 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 7 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 8 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 9 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- TABLE 10 US: ROBOTICS FOR AGRICULTURAL AND INDUSTRIAL USE
- TABLE 11 CANADA: ROBOTIC MACHINERY AND ROBOT USAGE
- TABLE 12 MEXICO: DRONE CATEGORIES
- TABLE 13 EU: DRONE FLYING BASED ON INTENDED OPERATIONS
- TABLE 14 EUROPE: AGRICULTURAL MACHINERY AND ROBOT PRODUCTION STANDARDS
- TABLE 15 CHINA: ARTICLES REGARDING AGRICULTURAL TECHNOLOGIES
- TABLE 16 CHINA: DRONE CLASSIFICATION BASED ON WEIGHT
- TABLE 18 AGRICULTURE ROBOTS: ECOSYSTEM VIEW
- TABLE 19 IMPORT DATA OF AGRICULTURAL MACHINERY, BY COUNTRY, 2022 (USD MILLION)
- TABLE 20 EXPORT DATA OF AGRICULTURAL MACHINERY, BY COUNTRY, 2022 (USD MILLION)
- TABLE 21 AGRICULTURE ROBOTS MARKET: CONFERENCES & EVENTS, 2023–2024
- TABLE 22 AGRICULTURE ROBOTS MARKET: PORTER’S FIVE FORCES ANALYSIS
- TABLE 25 HEAVYWEIGHT DRONES: GLOBAL AGRICULTURE ROBOTS MARKET, PRICES BY PAYLOAD CAPACITY, 2020-2022 (USD)
- TABLE 26 AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 27 AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 28 UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 29 UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 30 UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 31 UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 32 UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)
- TABLE 33 UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
- TABLE 34 UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
- TABLE 35 UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
- TABLE 36 MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 37 MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 38 MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)
- TABLE 39 MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
- TABLE 40 MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
- TABLE 41 MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
- TABLE 42 DRIVERLESS TRACTORS: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 43 DRIVERLESS TRACTORS: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 44 AUTOMATED HARVESTED SYSTEMS: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 45 AUTOMATED HARVESTED SYSTEMS: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 46 OTHERS: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 47 OTHERS: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 48 AGRICULTURAL ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
- TABLE 49 AGRICULTURAL ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
- TABLE 50 HARVEST MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 51 HARVEST MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 52 FIELD FARMING: AGRICULTURAL ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 53 FIELD FARMING: AGRICULTURAL ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 54 DAIRY & LIVESTOCK MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 55 DAIRY & LIVESTOCK MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 56 INVENTORY MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 57 INVENTORY MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 58 SOIL & IRRIGATION MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 59 SOIL & IRRIGATION MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 60 OTHER APPLICATIONS: AGRICULTURAL ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 61 OTHER APPLICATIONS: AGRICULTURAL ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 62 AGRICULTURE ROBOTS MARKET: AREA UNDER DRONES APPLICATION, BY REGION (2021–2022)
- TABLE 63 AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION)
- TABLE 64 AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION)
- TABLE 65 AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)
- TABLE 66 AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)
- TABLE 67 CEREALS & GRAINS: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 68 CEREALS & GRAINS: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 69 OILSEEDS & PULSES: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 70 OILSEEDS & PULSES: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 71 FRUITS & VEGETABLES: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 72 FRUITS & VEGETABLES: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 73 OTHER CROP TYPES: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 74 OTHER CROP TYPES: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 75 AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2018–2022 (USD MILLION)
- TABLE 76 AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)
- TABLE 77 OUTDOOR: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 78 OUTDOOR: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 79 INDOOR: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 80 INDOOR: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 81 AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 82 AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 83 AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (UNITS)
- TABLE 84 AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (UNITS)
- TABLE 85 NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
- TABLE 86 NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
- TABLE 87 UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
- TABLE 88 UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
- TABLE 89 NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT 2018–2022 (USD MILLION)
- TABLE 90 NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)
- TABLE 91 NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 92 NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 93 UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 94 UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 95 UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)
- TABLE 96 UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
- TABLE 97 UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
- TABLE 98 UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
- TABLE 99 MILKING ROBOTS IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)
- TABLE 100 MILKING ROBOTS IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
- TABLE 101 MILKING ROBOTS IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
- TABLE 102 MILKING ROBOTS IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
- TABLE 103 NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
- TABLE 104 NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
- TABLE 105 NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION)
- TABLE 106 NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION)
- TABLE 107 NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)
- TABLE 108 NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)
- TABLE 109 FARM PRODUCE IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY CEREALS & GRAINS, 2018–2022 (USD MILLION)
- TABLE 110 FARM PRODUCE IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY CEREALS & GRAINS, 2023–2028 (USD MILLION)
- TABLE 111 FARM PRODUCE IN NORTH AMERICA, AGRICULTURE ROBOTS MARKET, BY OILSEEDS & PULSES, 2018–2022 (USD MILLION)
- TABLE 112 FARM PRODUCE IN NORTH AMERICA, AGRICULTURE ROBOTS MARKET, BY OILSEEDS & PULSES, 2023–2028 (USD MILLION)
- TABLE 113 FARM PRODUCE IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FRUITS & VEGETABLES, 2018–2022 (USD MILLION)
- TABLE 114 FARM PRODUCE IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FRUITS & VEGETABLES, 2023–2028 (USD MILLION)
- TABLE 115 UNMANNED AERIAL VEHICLES IN US: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 116 UNMANNED AERIAL VEHICLES IN US: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 117 UNMANNED AERIAL VEHICLES IN CANADA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 118 UNMANNED AERIAL VEHICLES IN CANADA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 119 UNMANNED AERIAL VEHICLES IN MEXICO: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 120 UNMANNED AERIAL VEHICLES IN MEXICO: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 121 EUROPE: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
- TABLE 122 EUROPE: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
- TABLE 123 UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
- TABLE 124 UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
- TABLE 125 EUROPE: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT 2018–2022 (USD MILLION)
- TABLE 126 EUROPE: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)
- TABLE 127 EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 128 EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 129 UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 130 UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 131 UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)
- TABLE 132 UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
- TABLE 133 UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
- TABLE 134 UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
- TABLE 135 MILKING ROBOTS IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)
- TABLE 136 MILKING ROBOTS IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
- TABLE 137 MILKING ROBOTS IN EUROPE: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
- TABLE 138 MILKING ROBOTS IN EUROPE: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
- TABLE 139 EUROPE: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
- TABLE 140 EUROPE: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
- TABLE 141 EUROPE: AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION)
- TABLE 142 EUROPE: AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION)
- TABLE 143 EUROPE: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)
- TABLE 144 EUROPE: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)
- TABLE 145 UNMANNED AERIAL VEHICLES IN GERMANY: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 146 UNMANNED AERIAL VEHICLES IN GERMANY: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 147 UNMANNED AERIAL VEHICLES IN UK: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 148 UNMANNED AERIAL VEHICLES IN UK: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 149 UNMANNED AERIAL VEHICLES IN FRANCE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 150 UNMANNED AERIAL VEHICLES IN FRANCE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 151 UNMANNED AERIAL VEHICLES IN ITALY: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 152 UNMANNED AERIAL VEHICLES IN ITALY: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 153 UNMANNED AERIAL VEHICLES IN NETHERLANDS: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 154 UNMANNED AERIAL VEHICLES IN NETHERLANDS: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 155 UNMANNED AERIAL VEHICLES IN REST OF EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 156 UNMANNED AERIAL VEHICLES IN REST OF EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 157 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
- TABLE 158 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
- TABLE 159 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
- TABLE 160 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
- TABLE 161 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT 2018–2022 (USD MILLION)
- TABLE 162 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)
- TABLE 163 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 164 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 165 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 166 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 167 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)
- TABLE 168 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
- TABLE 169 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
- TABLE 170 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
- TABLE 171 MILKING ROBOTS IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)
- TABLE 172 MILKING ROBOTS IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
- TABLE 173 MILKING ROBOTS IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
- TABLE 174 MILKING ROBOTS IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
- TABLE 175 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
- TABLE 176 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
- TABLE 177 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION)
- TABLE 178 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION)
- TABLE 179 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)
- TABLE 180 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)
- TABLE 181 UNMANNED AERIAL VEHICLES IN CHINA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 182 UNMANNED AERIAL VEHICLES IN CHINA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 183 UNMANNED AERIAL VEHICLES IN SOUTH KOREA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 184 UNMANNED AERIAL VEHICLES IN SOUTH KOREA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 185 UNMANNED AERIAL VEHICLES IN JAPAN: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 186 UNMANNED AERIAL VEHICLES IN JAPAN: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 187 UNMANNED AERIAL VEHICLES IN AUSTRALIA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 188 UNMANNED AERIAL VEHICLES IN AUSTRALIA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 189 UNMANNED AERIAL VEHICLES IN REST OF ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 190 UNMANNED AERIAL VEHICLES IN REST OF ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 191 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
- TABLE 192 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
- TABLE 193 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)
- TABLE 194 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
- TABLE 195 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT 2018–2022 (USD MILLION)
- TABLE 196 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)
- TABLE 197 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 198 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 199 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 200 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 201 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)
- TABLE 202 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
- TABLE 203 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
- TABLE 204 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
- TABLE 205 MILKING ROBOTS IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)
- TABLE 206 MILKING ROBOTS IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
- TABLE 207 MILKING ROBOTS IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
- TABLE 208 MILKING ROBOTS IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
- TABLE 209 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
- TABLE 210 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
- TABLE 211 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION)
- TABLE 212 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION)
- TABLE 213 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)
- TABLE 214 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)
- TABLE 215 UNMANNED AERIAL VEHICLES IN BRAZIL: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 216 UNMANNED AERIAL VEHICLES IN BRAZIL: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 217 UNMANNED AERIAL VEHICLES IN ARGENTINA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 218 UNMANNED AERIAL VEHICLES IN ARGENTINA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 219 UNMANNED AERIAL VEHICLES IN REST OF SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 220 UNMANNED AERIAL VEHICLES IN REST OF SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 221 ROW: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 222 ROW: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 223 UNMANNED AERIAL VEHICLE IN ROW: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)
- TABLE 224 UNMANNED AERIAL VEHICLE IN ROW: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)
- TABLE 225 ROW: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2018–2022 (USD MILLION)
- TABLE 226 ROW: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)
- TABLE 227 ROW: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 228 ROW: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 229 UNMANNED AERIAL VEHICLES IN ROW: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 230 UNMANNED AERIAL VEHICLES IN ROW: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 231 UNMANNED AERIAL VEHICLES IN ROW: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)
- TABLE 232 UNMANNED AERIAL VEHICLES IN ROW: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
- TABLE 233 UNMANNED AERIAL VEHICLES IN ROW: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
- TABLE 234 UNMANNED AERIAL VEHICLES IN ROW: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
- TABLE 235 MILKING ROBOTS IN ROW: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)
- TABLE 236 MILKING ROBOTS IN ROW: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)
- TABLE 237 MILKING ROBOTS IN ROW: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)
- TABLE 238 MILKING ROBOTS IN ROW: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)
- TABLE 239 ROW: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION)
- TABLE 240 ROW: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
- TABLE 241 ROW: AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION)
- TABLE 242 ROW: AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION)
- TABLE 243 ROW: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)
- TABLE 244 ROW: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)
- TABLE 245 UNMANNED AERIAL VEHICLES IN MIDDLE EAST: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 246 UNMANNED AERIAL VEHICLES IN MIDDLE EAST: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 247 UNMANNED AERIAL VEHICLES IN AFRICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)
- TABLE 248 UNMANNED AERIAL VEHICLES IN AFRICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)
- TABLE 249 AGRICULTURE ROBOTS MARKET: DEGREE OF COMPETITION (COMPETITIVE)
- TABLE 250 OVERVIEW OF STRATEGIES ADOPTED BY KEY MANUFACTURERS
- TABLE 251 COMPANY FOOTPRINT, BY TYPE
- TABLE 252 COMPANY FOOTPRINT, BY FARMING ENVIRONMENT
- TABLE 253 COMPANY FOOTPRINT, BY REGION
- TABLE 254 OVERALL COMPANY FOOTPRINT
- TABLE 255 AGRICULTURE ROBOTS MARKET: DETAILED LIST OF KEY STARTUPS/SMES
- TABLE 256 AGRICULTURE ROBOTS MARKET: PRODUCT LAUNCHES
- TABLE 257 AGRICULTURE ROBOTS MARKET: DEALS
- TABLE 258 AGRICULTURE ROBOTS MARKET: OTHERS
- TABLE 259 DEERE & COMPANY: BUSINESS OVERVIEW
- TABLE 260 DEERE & COMPANY: PRODUCTS/SOLUTIONS/SERVICES OFFERINGS
- TABLE 261 DEERE & COMPANY: PRODUCT LAUNCHES
- TABLE 262 DEERE & COMPANY: DEALS
- TABLE 263 DEERE & COMPANY: OTHERS
- TABLE 264 DJI: BUSINESS OVERVIEW
- TABLE 265 DJI: PRODUCTS OFFERED
- TABLE 266 DJI: PRODUCT LAUNCHES
- TABLE 267 DJI: DEALS
- TABLE 268 CNH INDUSTRIAL NV: BUSINESS OVERVIEW
- TABLE 269 CNH INDUSTRIAL NV: PRODUCT/SOLUTIONS/SERVICES OFFERINGS
- TABLE 270 CNH INDUSTRIAL NV: DEALS
- TABLE 271 AGCO CORPORATION: BUSINESS OVERVIEW
- TABLE 272 AGCO CORPORATION: PRODUCT/SOLUTIONS/SERVICES OFFERINGS
- TABLE 273 AGCO CORPORATION: PRODUCT LAUNCHES
- TABLE 274 AGCO CORPORATION: DEALS
- TABLE 275 AGCO CORPORATION: OTHERS
- TABLE 276 DELAVAL: BUSINESS OVERVIEW
- TABLE 277 DELAVAL: PRODUCT/SOLUTIONS/SERVICES OFFERINGS
- TABLE 278 DELAVAL: PRODUCT LAUNCHES
- TABLE 279 DELAVAL: DEALS
- TABLE 280 DELAVAL: OTHERS
- TABLE 281 TRIMBLE INC.: BUSINESS OVERVIEW
- TABLE 282 TRIMBLE INC.: PRODUCT LAUNCHES
- TABLE 283 TRIMBLE INC.: DEALS
- TABLE 284 TRIMBLE INC.: OTHERS
- TABLE 285 BOUMATIC ROBOTICS: BUSINESS OVERVIEW
- TABLE 286 BOUMATIC ROBOTICS: PRODUCT/SOLUTIONS/SERVICES OFFERINGS
- TABLE 287 BOUMATIC ROBOTICS: PRODUCT LAUNCHES
- TABLE 288 LELY: BUSINESS OVERVIEW
- TABLE 289 LELY: PRODUCT/SOLUTIONS/SERVICES OFFERINGS
- TABLE 290 LELY: PRODUCT LAUNCHES
- TABLE 291 AGJUNCTION: BUSINESS OVERVIEW
- TABLE 292 AGJUNCTION: PRODUCT/SOLUTIONS/SERVICES OFFERINGS
- TABLE 293 AGJUNCTION: PRODUCT LAUNCHES
- TABLE 294 AGJUNCTION: DEALS
- TABLE 295 AGEAGLE AERIAL SYSTEMS INC.: BUSINESS OVERVIEW
- TABLE 296 AGEAGLE AERIAL SYSTEMS INC.: PRODUCTS OFFERED
- TABLE 297 AGEAGLE AERIAL SYSTEMS INC.: PRODUCT LAUNCHES
- TABLE 298 AGEAGLE AERIAL SYSTEMS INC.: DEALS
- TABLE 299 AGEAGLE AERIAL SYSTEMS INC.: OTHERS
- TABLE 300 YANMAR CO.: BUSINESS OVERVIEW
- TABLE 301 YANMAR CO.: PRODUCT OFFERINGS
- TABLE 302 DEEPFIELD ROBOTICS: BUSINESS OVERVIEW
- TABLE 303 DEEPFIELD ROBOTICS: PRODUCT OFFERINGS
- TABLE 304 ECOROBOTIX: BUSINESS OVERVIEW
- TABLE 305 ECOROBOTIX: PRODUCT OFFERINGS
- TABLE 306 HARVEST AUTOMATION: BUSINESS OVERVIEW
- TABLE 307 HARVEST AUTOMATION: PRODUCT OFFERINGS
- TABLE 308 NAÏO TECHNOLOGIES: BUSINESS OVERVIEW
- TABLE 309 NAÏO TECHNOLOGIES: PRODUCT OFFERINGS
- TABLE 310 ROBOTICS PLUS: BUSINESS OVERVIEW
- TABLE 311 ROBOTICS PLUS: PRODUCT OFFERINGS
- TABLE 312 KUBOTA CORPORATION: BUSINESS OVERVIEW
- TABLE 313 KUBOTA CORPORATION.: PRODUCT OFFERINGS
- TABLE 314 HARVEST CROO ROBOTICS: BUSINESS OVERVIEW
- TABLE 315 HARVEST CROO ROBOTICS: PRODUCT OFFERINGS
- TABLE 316 AUTONOMOUS TRACTOR CORPORATION: BUSINESS OVERVIEW
- TABLE 317 AUTONOMOUS TRACTOR CORPORATION.: PRODUCT OFFERINGS
- TABLE 318 CLEARPATH ROBOTICS, INC.: BUSINESS OVERVIEW
- TABLE 319 CLEARPATH ROBOTICS, INC.: PRODUCT OFFERINGS
- TABLE 320 DRONEDEPLOY: BUSINESS OVERVIEW
- TABLE 321 AGROBOTS: BUSINESS OVERVIEW
- TABLE 322 FFROBOTICS: BUSINESS OVERVIEW
- TABLE 323 FULLWOOD JOZ: BUSINESS OVERVIEW
- TABLE 324 MONARCH TRACTOR: BUSINESS OVERVIEW
- TABLE 325 ADJACENT MARKETS TO AGRICULTURE ROBOTS MARKET
- TABLE 326 SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE, 2017–2020 (USD MILLION)
- TABLE 327 SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE, 2021–2026 (USD MILLION)
- TABLE 328 FARM MANAGEMENT SOFTWARE MARKET, BY FARM PRODUCTION PLANNING, 2017–2020 (USD MILLION)
- TABLE 329 FARM MANAGEMENT SOFTWARE MARKET, BY FARM PRODUCTION PLANNING, 2021–2026 (USD MILLION)
- FIGURE 1 MARKET SEGMENTATION
- FIGURE 2 AGRICULTURE ROBOTS MARKET, BY REGION
- FIGURE 3 RESEARCH DESIGN
- FIGURE 4 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION
- FIGURE 5 AGRICULTURE ROBOTS MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH
- FIGURE 6 AGRICULTURE ROBOTS MARKET SIZE ESTIMATION, BY TYPE (DEMAND SIDE)
- FIGURE 7 AGRICULTURE ROBOTS MARKET SIZE ESTIMATION: TOP-DOWN APPROACH
- FIGURE 8 AGRICULTURE ROBOTS MARKET SIZE ESTIMATION, BY TYPE (SUPPLY SIDE)
- FIGURE 9 DATA TRIANGULATION
- FIGURE 10 INDICATORS OF RECESSION
- FIGURE 11 WORLD INFLATION RATE: 2011-2021
- FIGURE 12 GLOBAL GDP: 2011-2021 (USD TRILLION)
- FIGURE 13 RECESSION INDICATORS AND THEIR IMPACT ON AGRICULTURE ROBOTS MARKET
- FIGURE 14 AGRICULTURE ROBOTS MARKET: EARLIER FORECAST VS. RECESSION FORECAST
- FIGURE 15 UNMANNED AERIAL VEHICLES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 16 FARM PRODUCE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 17 FIELD FARMING APPLICATION TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 18 APAC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 19 INCREASING DEMAND FOR PRECISION FARMING SOLUTIONS, POTENTIAL FOR LABOR OPTIMIZATION, AND GROWING FOCUS ON SUSTAINABLE AGRICULTURE PRACTICES TO DRIVE MARKET GROWTH
- FIGURE 20 SOUTH KOREA TO WITNESS THE FASTEST GROWTH DURING FORECAST PERIOD
- FIGURE 21 FARM PRODUCE SEGMENT AND US TO ACCOUNT FOR LARGEST SHARES IN NORTH AMERICA IN 2023
- FIGURE 22 UNMANNED AERIAL VEHICLES TO DOMINATE AGRICULTURE ROBOTS MARKET IN 2023
- FIGURE 23 OUTDOOR SEGMENT TO DOMINATE AGRICULTURE ROBOTS MARKET DURING FORECAST PERIOD
- FIGURE 24 FARM PRODUCE TO DOMINATE AGRICULTURE ROBOTS MARKET DURING FORECAST PERIOD
- FIGURE 25 FIELD FARMING TO DOMINATE AGRICULTURE ROBOTS MARKET DURING FORECAST PERIOD
- FIGURE 26 PER CAPITA ARABLE LAND, 2002–2022 (HA)
- FIGURE 27 SMARTPHONE PENETRATION, BY REGION, 2019 VS. 2025
- FIGURE 28 GLOBAL GNSS DEMAND, 2021 VS. 2031 (EUR BILLION)
- FIGURE 29 AGRICULTURE ROBOTS MARKET DYNAMICS
- FIGURE 30 NUMBER OF PATENTS APPROVED FOR AGRICULTURE ROBOTS IN GLOBAL MARKET, 2012–2022
- FIGURE 32 VALUE CHAIN ANALYSIS: AGRICULTURE ROBOTS MARKET
- FIGURE 33 AGRICULTURE ROBOTS MARKET: TRENDS IMPACTING BUYERS
- FIGURE 35 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY FARMING ENVIRONMENT
- FIGURE 36 KEY BUYING CRITERIA FOR AGRICULTURE ROBOTS, BY FARMING ENVIRONMENT
- FIGURE 37 MARKET FOR UNMANNED AERIAL VEHICLES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 38 FIELD FARMING APPLICATION TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
- FIGURE 39 FARM PRODUCE SEGMENT TO LEAD DURING FORECAST PERIOD
- FIGURE 40 OUTDOOR SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
- FIGURE 41 AGRICULTURE ROBOTS MARKET: GEOGRAPHICAL SNAPSHOT
- FIGURE 42 NORTH AMERICA: MARKET SNAPSHOT
- FIGURE 43 REVENUE ANALYSIS OF KEY PLAYERS IN MARKET, 2018–2022 (USD BILLION)
- FIGURE 44 AGRICULTURE ROBOTS MARKET: GLOBAL SNAPSHOT OF KEY PARTICIPANTS, 2022
- FIGURE 45 AGRICULTURE ROBOTS MARKET: COMPANY EVALUATION QUADRANT, 2022 (KEY PLAYERS)
- FIGURE 46 AGRICULTURE ROBOTS MARKET: COMPANY EVALUATION QUADRANT, 2022 (STARTUPS/SMES)
- FIGURE 47 DEERE & COMPANY: COMPANY SNAPSHOT
- FIGURE 48 CNH INDUSTRIAL NV: COMPANY SNAPSHOT
- FIGURE 49 AGCO CORPORATION: COMPANY SNAPSHOT
- FIGURE 50 DELAVAL: COMPANY SNAPSHOT
- FIGURE 51 TRIMBLE INC.: COMPANY SNAPSHOT
- FIGURE 52 AGJUNCTION: COMPANY SNAPSHOT
The study involved four major activities in estimating the current size of the agriculture 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 the value chain through primary research. Both top-down and bottom-up approaches were employed to estimate the complete 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, sources such as annual reports, press releases, investor presentations of companies, white papers, certified publications, articles from regulatory bodies, trade directories by recognized authors, and databases were used to identify and collect information for this study.
Secondary research was used to obtain key information about the industry’s supply chain, the total pool of key players, market classification, and segmentation according to the industry trends to the bottom-most level, geographic markets, and key developments from both Market- and technology-oriented perspectives.
Primary Research
The agriculture robots market includes several stakeholders in the supply chain, including raw material suppliers, technology and service providers, and regulatory organizations. The demand side of the Market is characterized by manufacturing companies and startups. Key technology and service providers and suppliers of raw materials characterize the supply side.
Various primary sources from the supply and demand sides were interviewed to obtain qualitative and quantitative information. The primary interviewees from the demand side include key opinion leaders, executives, vice presidents, and CEOs from the insect repellents sectors. The primary sources from the supply side include key opinion leaders and key manufacturers in the agriculture robots Market.
To know about the assumptions considered for the study, download the pdf brochure
Market Size Estimation
The top-down and bottom-up approaches were used to estimate and validate the total size of the agriculture robots market. These approaches were also used extensively to estimate the size of various subsegments in the Market. The research methodology used to estimate the market size includes the following details.
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Top-down approach:
- The key industry and market players were identified through extensive secondary research.
- The industry’s supply chain and market size were determined through primary and secondary research.
- All percentage share splits and breakdowns were determined using secondary sources and verified through primary sources.
- The adjacent markets—the smart agriculture market and precision farming market—were considered to validate further the market details of the agriculture robots Market.
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Bottom-up approach:
- The market size was analyzed based on the share of each offering of agriculture robots and growing systems at regional and country levels. Thus, the global Market was estimated with a bottom-up approach at the country level.
- Other factors include demand for agriculture robots produced through different growing systems across various facility types; pricing trends; adoption rate and price factors; patents registered; and organic and inorganic growth attempts.
- All macroeconomic and microeconomic factors affecting the agriculture robots market were considered while estimating the market size.
- All possible parameters that affect the Market covered in this research study were accounted for, viewed in extensive detail, verified through primary research, and analyzed to obtain final quantitative and qualitative data.
Global Agriculture Robots Size: Bottom-Up Approach
The bottom-up approach used the data extracted from secondary research to validate the market segment sizes obtained. This approach was employed to determine the overall size of the agriculture robots market in particular regions. Its share in the agriculture robots market at the country and regional levels was validated through primary interviews conducted with suppliers, dealers, and distributors.
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Global Agriculture Robots Market Size: Top-Down Approach
In the top-down approach, the overall market size was used to estimate the size of individual markets (mentioned in the segmentation) through percentage splits from secondary and primary research.
The top-down approach used to triangulate the data obtained through this study is explained in the next section:
- In the agriculture robots market, related secondary sources such as the US Department of Agriculture (USDA), the Ministry of Agriculture, Forestry and Fisheries (MAFF), and the World Health Organisation (WHO) Annual Reports of all major players were considered to arrive at the global market size.
- The global number of agriculture robots arrived after giving certain weightage factors for the data obtained from these secondary and primary sources.
- With the data triangulation procedure and data validation through primaries (from both supply and demand sides), the shares and sizes of the regional markets and individual markets were determined and confirmed.
- Data on company revenues, area harvested, product launches, and global regulations for the agriculture robots Market in the last four years was used to arrive at the country-wise market size. CAGR estimation of offering and application segments was used and then validated from primary sources.
Data Triangulation
After arriving at the overall market size from the estimation process explained above, the total market was split into several segments and subsegments. Where applicable, the data triangulation and market breakdown procedures were employed to estimate the overall insect-repellent active ingredients market and arrive at the exact statistics for all segments and subsegments. The data was triangulated by studying various factors and trends from the demand and supply sides. The market size was also validated using both the top-down and bottom-up approaches.
Market Definition
“According to The Association for Advancing Automation (A3), Agricultural robots are autonomous or semi-autonomous machines equipped with advanced technologies such as sensors, computer vision, and artificial intelligence, designed to assist farmers in various tasks, including planting, harvesting, monitoring crops, and managing livestock.”Agricultural robots automate slow, repetitive, and dull tasks for farmers, allowing them to focus more on improving overall production yield. Agricultural robots include unmanned aerial vehicles (UAVs) or drones, milking robots, automated harvesting systems, driverless tractors, and other robots, such as unmanned ground vehicles (UGVs) robots used in nurseries or greenhouses, sorting and packing robots, and weed control robots. According to The International Federation of Robotics (IFR): Agricultural robots, also known as agribots, are specialized robots used in agriculture to perform tasks such as seeding, spraying, harvesting, and monitoring crops. These robots are equipped with sensors, navigation systems, and robotic arms, enabling them to operate autonomously or with minimal human intervention.
Key Stakeholders
- Agriculture Equipment Component Suppliers
- Electronics Component and Device Manufacturers
- Original Equipment Manufacturers (OEMs)
- Product Manufacturers
- Agriculture Component and Device Suppliers and Distributors
- Software, Service, and Technology Providers
- Standardization and Testing Firms
- Government Bodies such as Regulatory Authorities and Policymakers
- Associations, Organizations, Forums, and Alliances Related to Semiconductor and Automotive Industries
- Research Institutes and Organizations
- Market Research and Consulting Firms
- Agri-food Buyers
Report Objectives
Market Intelligence
- Determining and projecting the size of the Agriculture Robots Market based on type, application, farm produce, farming environment, and region over a five-year period ranging from 2023 to 2028.
- Identifying the attractive opportunities in the Market by determining the largest and fastest-growing segments across the key regions
- Analyzing the demand-side factors based on the following:
- Impact of macro- and microeconomic factors on the Market
- Shifts in demand patterns across different subsegments and regions.
- Providing detailed information about the key factors influencing the growth of the Market (drivers, restraints, opportunities, and industry-specific challenges)
- To analyze the opportunities in the Market for stakeholders and provide a competitive landscape for market leaders.
- To strategically profile the key players and comprehensively analyze their core competencies.
- To analyze competitive developments such as joint ventures, mergers & acquisitions, new product developments, and research & development (R&D) in the Agriculture Robots Market
Competitive Intelligence
- Identifying and profiling the key market players in the Agriculture Robots Market
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Providing a comparative analysis of the market leaders based on the following:
- Product offerings
- Business strategies
- Strengths and weaknesses
- Key financials
- Understanding the competitive landscape and identifying the major growth strategies adopted by players across the key region.
- Analyzing the value chain and regulatory frameworks across regions and their impact on prominent market players
- Providing insights into the key investments and product innovations, and technology in the Agriculture Robots Market
Available Customizations
With the given market data, MarketsandMarkets offers customizations according to the company’s specific scientific needs.
The following customization options are available for the report:
Geographic Analysis
- Further breakdown of the Rest of Europe's agriculture robots market, by key country
- Further breakdown of the Rest of Asia Pacific agriculture robots market, by key country
Segmentation Analysis
- Market segmentation analysis of other types of Agriculture Robots Market
Growth opportunities and latent adjacency in Agriculture Robots Market
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