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 2028

Abstract
The agricultural robots market is projected to grow from USD 13.5 Billion in 2023 to USD 40.1 Billion by 2028, at a CAGR of 24.3% during the forecast period. Increased awareness about digital agriculture is driving the widespread usage of agriculture robots as farmers recognize the transformative potential of advanced technologies in modernizing and optimizing farming practices.

Digital agriculture encompasses the integration of cutting-edge technologies such as robotics, artificial intelligence, data analytics, and the Internet of Things (IoT) into traditional farming methods, unlocking new possibilities for increased efficiency, sustainability, and productivity. One of the key drivers of agriculture robot adoption is the growing understanding of the benefits they offer. With increased awareness, farmers are recognizing that these robots can automate labor-intensive tasks, reduce operational costs, and enhance overall farm management. By leveraging advanced sensors and AI algorithms, agriculture robots can collect real-time data on soil health, crop conditions, and weather patterns, enabling data-driven decision-making and precision farming practices.

“The Outdoor segment is expected to account for the largest share in 2023.”

Agriculture robots are set to revolutionize outdoor farming applications, offering numerous benefits that will transform the way farming is conducted. These advanced machines, equipped with cutting-edge technologies, are poised to address critical challenges faced by farmers and enhance productivity, sustainability, and efficiency in outdoor farming. Agriculture robots can perform tasks with unmatched precision, thanks to their advanced sensors, GPS technology, and artificial intelligence capabilities. They can accurately plant seeds, apply fertilizers, and dispense pesticides, reducing waste and optimizing resource usage. Precision farming ensures that crops receive the right amount of inputs precisely where they are needed, leading to increased yields and cost savings.

“The Farm produce sub-segment is projected to dominate the market share in the end-user segment during the forecast period.”

Agricultural robots will revolutionize farm produce by enhancing efficiency and productivity. These robots can autonomously perform various tasks, such as planting, weeding, harvesting, and monitoring crops. With precise data collection and analysis, they optimize resource usage and reduce waste. Additionally, robots can operate 24/7, ensuring timely actions, even in adverse conditions. Their consistent performance improves crop quality and yield. By minimizing manual labor, farmers save time and costs, enhancing their profitability. Moreover, agricultural robots promote sustainable practices by using fewer chemicals and reducing environmental impact. Overall, these technological advancements empower farmers to meet rising demands and secure a more food-secure and sustainable future.

Driverless tractors are expected to be utilized on a large scale—despite their high price—as labor costs keep rising. Various AGVs are expected to be utilized for farming field crops for planting, spraying, and weeding. Since field crops require extensive farmlands, UAVs are also expected to be utilized on a large scale in field crops compared with other types of agricultural produce. Hence, field crops are expected to have the highest share of the market and the highest growth rate during the forecast period.

Europe is to grow significantly during the forecast period.

The agricultural robots market in Europe exhibits a high degree of professionalism and technological adoption. However, the lack of large farms and slightly higher input costs create a marginal disadvantage compared to the US market. The agricultural robots market in Europe is projected to witness substantial growth in the near future as this region is currently in the early stage of the adoption of autonomous harvesting systems and driverless tractors. According to the European Committee of Farm Machinery Manufacturer’s Associations (CEMA), the European agricultural machinery market is currently growing, which is expected to fuel the growth of the agricultural robots market as well. The major factors contributing to the agricultural robots market’s growth in Europe include improved productivity through mechanization, an optimized supply chain, and increasing labor cost owing to the shortage of skilled labor. Uncertainty regarding government support, low farm income, and import restrictions from Russia are the major restraints.

The European agricultural machinery industry is one of the most developed in the world and is supported by the presence of global players, such as John Deere (US), Small Robot Company (UK), Earth Rover (UK), Saga Robotics (Norway), CNH Industrial (The Netherlands), and AGCO Corporation (US).

The break-up of the profile of primary participants in the agricultural robots market:
• By Company Type: Tier 1 – 30%, Tier 2 – 45%, and Tier 3 – 25%
• By Designation: CXOs – 25%, Manager– 50%, Executives-25%
• By Region: North America – 25%, Europe – 25%, Asia Pacific – 40%, Rest of the world– 10%

Prominent companies include DJI (China), PrecisionHawk (US), Trimble Inc. (US), Parrot Drones (France), AeroVironment, Inc. (US), Yamaha Motor Co., Ltd. (Japan), AgEagle Aerial Systems, Inc. (US), DroneDeploy (US), 3DR (US), and Sentera Inc. (US) among others.

Research Coverage:
This research report categorizes the Agricultural Robots Market by Type, End Use, Application, Farming Environment, and Region. The scope of the report covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the Agricultural robots market. A detailed analysis of the key industry players has been done to provide insights into their business overview, solutions, services; key strategies; Contracts, partnerships, and agreements. New product & service launches, mergers and acquisitions, and recent developments associated with the Agricultural robots market. Competitive analysis of upcoming startups in the Agricultural robots market ecosystem is covered in this report.

Reasons to buy this report:
The report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall agricultural robots market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:
Analysis of key drivers (Labour Shortages and rising costs, Environmental concerns, Government incentives, and subsidies ), restraints (High initial investments, technological complexity, Regulations, and standards), opportunities (Customisations and modularity, IoT, and AI, and growing research and developments ), challenges (Resistance to change and connectivity and costing issues ) influencing the growth of the agriculture robots market.
•Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the agriculture robots market.
•Market Development: Comprehensive information about lucrative markets – the report analyses the agriculture robots market across varied regions.
•Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the agriculture robots market.
•Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players like DJI (China), PrecisionHawk (US), Trimble Inc. (US), Deere & Company (US), AGCO Corporation (US), DroneDeploy (US), 3DR (US), and Sentera Inc. (US) among others in the agricultural robots market strategies. The report also helps stakeholders understand the agricultural robots market and provides them with information on key market drivers, restraints, challenges, and opportunities.

Content
Table of Contents

1INTRODUCTION44
1.1STUDY OBJECTIVES44
1.2MARKET DEFINITION45
1.3STUDY SCOPE45
1.3.1MARKETS COVERED45
FIGURE 1MARKET SEGMENTATION45
1.3.2REGIONS COVERED46
FIGURE 2AGRICULTURE ROBOTS MARKET, BY REGION46
1.4INCLUSIONS & EXCLUSIONS46
1.5YEARS CONSIDERED47
1.6CURRENCY CONSIDERED48
TABLE 1USD EXCHANGE RATES CONSIDERED, 2019–202248
1.7STAKEHOLDERS48
1.8SUMMARY OF CHANGES49
1.8.1RECESSION IMPACT ANALYSIS49
2RESEARCH METHODOLOGY50
2.1RESEARCH DATA50
FIGURE 3RESEARCH DESIGN50
2.1.1SECONDARY DATA51
2.1.1.1Major secondary sources51
2.1.1.2Key data from secondary sources52
2.1.2PRIMARY DATA52
2.1.2.1Key data from primary sources52
2.1.2.2Key industry insights53
2.1.2.3Breakdown of primary interviews53
FIGURE 4BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION53
2.2MARKET SIZE ESTIMATION54
2.2.1MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH55
FIGURE 5AGRICULTURE ROBOTS MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH55
FIGURE 6AGRICULTURE ROBOTS MARKET SIZE ESTIMATION, BY TYPE (DEMAND SIDE)56
2.2.2MARKET SIZE ESTIMATION: TOP-DOWN APPROACH56
FIGURE 7AGRICULTURE ROBOTS MARKET SIZE ESTIMATION: TOP-DOWN APPROACH57
FIGURE 8AGRICULTURE ROBOTS MARKET SIZE ESTIMATION, BY TYPE (SUPPLY SIDE)57
2.3GROWTH RATE FORECAST ASSUMPTIONS57
2.4DATA TRIANGULATION58
FIGURE 9DATA TRIANGULATION58
2.5RESEARCH ASSUMPTIONS59
TABLE 2RESEARCH ASSUMPTIONS59
2.6LIMITATIONS AND RISK ASSESSMENT59
TABLE 3LIMITATIONS AND RISK ASSESSMENT59
2.7MACROINDICATORS OF RECESSION60
FIGURE 10INDICATORS OF RECESSION60
FIGURE 11WORLD INFLATION RATE: 2011-202160
FIGURE 12GLOBAL GDP: 2011-2021 (USD TRILLION)61
FIGURE 13RECESSION INDICATORS AND THEIR IMPACT ON AGRICULTURE ROBOTS MARKET62
FIGURE 14AGRICULTURE ROBOTS MARKET: EARLIER FORECAST VS. RECESSION FORECAST62
3EXECUTIVE SUMMARY64
TABLE 4AGRICULTURE ROBOTS MARKET SNAPSHOT, 2023 VS. 202864
FIGURE 15UNMANNED AERIAL VEHICLES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD65
FIGURE 16FARM PRODUCE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD66
FIGURE 17FIELD FARMING APPLICATION TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD66
FIGURE 18APAC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD67
4PREMIUM INSIGHTS68
4.1ATTRACTIVE OPPORTUNITIES IN AGRICULTURE ROBOTS MARKET68
FIGURE 19INCREASING DEMAND FOR PRECISION FARMING SOLUTIONS, POTENTIAL FOR LABOR OPTIMIZATION, AND GROWING FOCUS ON SUSTAINABLE AGRICULTURE PRACTICES TO DRIVE MARKET GROWTH68
4.2AGRICULTURE ROBOTS MARKET: GROWTH RATE OF MAJOR REGIONAL SUBMARKETS69
FIGURE 20US TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD69
4.3NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY KEY FUNCTION & COUNTRY69
FIGURE 21FARM PRODUCE SEGMENT AND US TO ACCOUNT FOR LARGEST SHARES IN NORTH AMERICA IN 202369
4.4AGRICULTURE ROBOTS MARKET, BY TYPE70
FIGURE 22UNMANNED AERIAL VEHICLES TO DOMINATE AGRICULTURE ROBOTS MARKET IN 202370
4.5AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT71
FIGURE 23OUTDOOR SEGMENT TO DOMINATE AGRICULTURE ROBOTS MARKET DURING FORECAST PERIOD71
4.6AGRICULTURE ROBOTS MARKET, BY END USE72
FIGURE 24FARM PRODUCE TO DOMINATE AGRICULTURE ROBOTS MARKET DURING FORECAST PERIOD72
4.7AGRICULTURE ROBOTS MARKET, BY APPLICATION73
FIGURE 25FIELD FARMING TO DOMINATE AGRICULTURE ROBOTS MARKET DURING FORECAST PERIOD73
5MARKET OVERVIEW74
5.1INTRODUCTION74
5.2MACROECONOMIC INDICATORS74
5.2.1REDUCTION IN ARABLE LAND74
FIGURE 26PER CAPITA ARABLE LAND, 2002–2022 (HA)75
5.2.2RAPID DIGITALIZATION75
FIGURE 27SMARTPHONE PENETRATION, BY REGION, 2019 VS. 202576
FIGURE 28GLOBAL GNSS DEMAND, 2021 VS. 2031 (EUR BILLION)76
5.3MARKET DYNAMICS77
5.3.1INTRODUCTION77
FIGURE 29AGRICULTURE ROBOTS MARKET DYNAMICS77
5.3.2DRIVERS77
5.3.2.1Increase in IoT devices connected with farm management to analyze data on various factors77
5.3.2.2Demand for optimization of farm management using agricultural drones and robots78
5.3.2.3Rapid adoption of advanced technologies78
5.3.2.4Growth in concerns regarding ecosystem change79
5.3.2.5Benefits offered by livestock monitoring79
5.3.3RESTRAINTS80
5.3.3.1High cost of automation for small farms80
5.3.3.2Technological barriers pertaining to fully autonomous robots80
5.3.3.3Compared to drones and milking robots, most harvesting and weeding robots still in prototype stage80
5.3.3.4Fragmented nature of farmland in developing countries to make it difficult to adopt agricultural robots81
5.3.3.5Lack of training activities in operating drones81
5.3.4OPPORTUNITIES81
5.3.4.1Untapped market potential and scope for automation in agriculture81
5.3.4.2Use of real-time multimodal robot systems in fields82
5.3.4.3Increased use of electrification in agricultural robots82
5.3.4.4High adoption of aerial data collection tools in agriculture82
5.3.4.5Increase in use of agricultural-based software via smartphones83
5.3.4.6Early detection of crop diseases and ease of farm management83
5.3.4.7Convergence of digital technologies with farming practices83
5.3.5CHALLENGES84
5.3.5.1Lack of standardization of agricultural robot technologies globally to post as challenge84
5.3.5.2High cost and complexity of fully autonomous robots84
TABLE 5PRICES OF VARIOUS AUTONOMOUS ROBOTS (FRUIT-PICKING, PRUNING, WEEDING, SPRAYING, AND MOVING)85
5.3.5.3Standardization of communication interfaces and protocols for precision agriculture85
5.3.5.4Lack of technical knowledge among farmers85
6INDUSTRY TRENDS86
6.1INTRODUCTION86
6.2REGULATORY FRAMEWORK86
6.2.1REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS86
TABLE 6NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS86
TABLE 7EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS87
TABLE 8ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS88
TABLE 9ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS89
6.2.2GLOBAL STANDARDS FOR AGRICULTURAL MACHINERY89
6.2.3NORTH AMERICA90
6.2.3.1United States (US)91
TABLE 10US: ROBOTICS FOR AGRICULTURAL AND INDUSTRIAL USE92
6.2.3.2Canada92
TABLE 11CANADA: ROBOTIC MACHINERY AND ROBOT USAGE92
6.2.3.3Mexico93
TABLE 12MEXICO: DRONE CATEGORIES93
6.2.4EUROPEAN UNION (EU)93
TABLE 13EU: DRONE FLYING BASED ON INTENDED OPERATIONS94
TABLE 14EUROPE: AGRICULTURAL MACHINERY AND ROBOT PRODUCTION STANDARDS94
6.2.5ASIA PACIFIC95
6.2.5.1India96
6.2.5.2China96
TABLE 15CHINA: ARTICLES REGARDING AGRICULTURAL TECHNOLOGIES96
TABLE 16CHINA: DRONE CLASSIFICATION BASED ON WEIGHT97
6.2.5.3Australia97
6.2.6REST OF THE WORLD98
6.3PATENT ANALYSIS99
FIGURE 30NUMBER OF PATENTS APPROVED FOR AGRICULTURE ROBOTS IN GLOBAL MARKET, 2012–202299
6.4VALUE CHAIN ANALYSIS101
6.4.1RESEARCH & DEVELOPMENT (R&D)101
6.4.2HARDWARE COMPONENT MANUFACTURERS AND SOFTWARE PROVIDERS101
6.4.3ROBOT MANUFACTURERS102
6.4.4END USERS102
6.4.5AFTER-SALES SERVICES102
FIGURE 32VALUE CHAIN ANALYSIS: AGRICULTURE ROBOTS MARKET102
6.5TRENDS/DISRUPTIONS IMPACTING BUYERS IN AGRICULTURE ROBOTS MARKET103
FIGURE 33AGRICULTURE ROBOTS MARKET: TRENDS IMPACTING BUYERS103
6.6MARKET ECOSYSTEM103
6.6.1UPSTREAM104
6.6.2DOWNSTREAM104
6.6.3RESEARCH & DEVELOPMENT CENTERS104
6.6.4HARDWARE COMPONENT PROVIDERS AND SOFTWARE PROVIDERS104
6.6.4.1Hardware component providers104
6.6.4.2Software providers104
6.6.4.2.1Software solution providers104
6.6.4.2.2IT/Big data companies105
6.6.5AGRICULTURE ROBOTS OEMS105
TABLE 18AGRICULTURE ROBOTS: ECOSYSTEM VIEW105
6.7TRADE ANALYSIS106
TABLE 19IMPORT DATA OF AGRICULTURAL MACHINERY, BY COUNTRY, 2022 (USD MILLION)106
TABLE 20EXPORT DATA OF AGRICULTURAL MACHINERY, BY COUNTRY, 2022 (USD MILLION)107
6.8KEY CONFERENCES & EVENTS107
TABLE 21AGRICULTURE ROBOTS MARKET: CONFERENCES & EVENTS, 2023–2024107
6.9CASE STUDY ANALYSIS108
6.9.1USE CASE 1: EAVISION LAUNCHES INTELLIGENT AGRICULTURAL SPRAYING DRONE IN CHINA108
6.9.2USE CASE 2: PARROT LAUNCHES ANAFI THERMAL109
6.9.3USE CASE 3: ANNA BINNA FARMS USED AGWORLD SOFTWARE PLATFORM FOR FARM RECORD-KEEPING109
6.10TECHNOLOGY ANALYSIS110
6.10.1AI IN AGRICULTURE110
6.10.1.1Crop yield & price forecast110
6.10.2IOT110
6.10.3ADVANCED UNMANNED AERIAL VEHICLES111
6.11PORTER’S FIVE FORCES ANALYSIS111
TABLE 22AGRICULTURE ROBOTS MARKET: PORTER’S FIVE FORCES ANALYSIS111
6.11.1THREAT OF NEW ENTRANTS112
6.11.2THREAT OF SUBSTITUTES112
6.11.3BARGAINING POWER OF SUPPLIERS112
6.11.4BARGAINING POWER OF BUYERS112
6.11.5INTENSITY OF COMPETITIVE RIVALRY113
6.12KEY STAKEHOLDERS IN BUYING PROCESS113
FIGURE 35INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY FARMING ENVIRONMENT113
6.13BUYING CRITERIA114
FIGURE 36KEY BUYING CRITERIA FOR AGRICULTURE ROBOTS, BY FARMING ENVIRONMENT114
6.14AVERAGE SELLING PRICE (ASP) ANALYSIS115
TABLE 25HEAVYWEIGHT DRONES: GLOBAL AGRICULTURE ROBOTS MARKET, PRICES BY PAYLOAD CAPACITY, 2020-2022 (USD)115
7AGRICULTURAL ROBOTS MARKET, BY TYPE116
7.1INTRODUCTION117
FIGURE 37MARKET FOR UNMANNED AERIAL VEHICLES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD117
TABLE 26AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)118
TABLE 27AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)118
7.2UNMANNED AERIAL VEHICLES/DRONES118
TABLE 28UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)119
TABLE 29UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)120
7.2.1UNMANNED AERIAL VEHICLES/DRONES, BY TYPE120
7.2.1.1Fixed-wing drones120
7.2.1.1.1Fixed-wing drones to offer efficient aerial coverage, leading to accurate field surveys in farms120
TABLE 30UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)121
TABLE 31UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)121
7.2.1.2Rotary blade drones121
7.2.1.2.1With multiple propellers, rotary blade drones to offer agile and precise maneuverability121
7.2.1.3Hybrid drones122
7.2.1.3.1With VTOL features, hybrid drones to excel in precision farming tasks122
7.2.2UNMANNED AERIAL VEHICLES/DRONES, BY COMPONENT122
TABLE 32UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)123
TABLE 33UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)123
7.2.2.1Hardware123
7.2.2.1.1Increasing adoption of hardware in agricultural sector to drive market123
TABLE 34UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)124
TABLE 35UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)124
7.2.2.1.2Frames124
7.2.2.1.3Controllers125
7.2.2.1.4Propulsion systems125
7.2.2.1.5Camera systems125
7.2.2.1.6Navigation systems125
7.2.2.1.7Batteries126
7.2.2.1.8Others126
7.2.2.2Software126
7.2.2.2.1Software in agricultural UAV components to be used for data management, imaging, and data analytics126
7.3MILKING ROBOTS127
TABLE 36MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)127
TABLE 37MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)128
7.3.1MILKING ROBOTS, BY COMPONENT128
TABLE 38MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)128
TABLE 39MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)128
7.3.1.1Hardware129
7.3.1.1.1Efficient hardware to optimize automated milking processes in robots129
TABLE 40MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)129
TABLE 41MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)129
7.3.1.1.2Automation and control devices129
7.3.1.1.3Sensing & monitoring devices130
7.3.1.2Software131
7.4DRIVERLESS TRACTORS131
7.4.1DRIVERLESS TRACTORS TO LEAD TO LESS DAMAGE TO SOIL DUE TO AUTOMATED SOFTWARE AND LESS HUMAN ERROR131
TABLE 42DRIVERLESS TRACTORS: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)132
TABLE 43DRIVERLESS TRACTORS: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)132
7.5AUTOMATED HARVESTING SYSTEMS132
7.5.1AUTOMATED HARVESTING SYSTEMS’ ABILITY TO REVOLUTIONIZE HARVESTING PROCESSES TO FUEL MARKET GROWTH132
TABLE 44AUTOMATED HARVESTED SYSTEMS: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)133
TABLE 45AUTOMATED HARVESTED SYSTEMS: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)134
7.6OTHERS134
TABLE 46OTHERS: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)135
TABLE 47OTHERS: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)135
8AGRICULTURAL ROBOTS MARKET, BY APPLICATION136
8.1INTRODUCTION137
FIGURE 38FIELD FARMING APPLICATION TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD137
TABLE 48AGRICULTURAL ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION)137
TABLE 49AGRICULTURAL ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION)138
8.2HARVEST MANAGEMENT138
8.2.1HARVEST MANAGEMENT APPLICATIONS TO DRIVE UTILIZATION OF UAV AND AUTOMATED HARVESTING SYSTEMS138
TABLE 50HARVEST MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)139
TABLE 51HARVEST MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)139
8.3FIELD FARMING139
TABLE 52FIELD FARMING: AGRICULTURAL ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)140
TABLE 53FIELD FARMING: AGRICULTURAL ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)140
8.3.1PLOWING AND SEEDING141
8.3.1.1Usage of robots in plowing and seeding to yield better productivity141
8.3.2CROP MONITORING AND WEED DETECTION141
8.3.2.1Usage of agricultural drones for crop monitoring to further enhance weed detection141
8.3.3PLANT SCOUTING142
8.3.3.1AGV platforms to be used for crop scouting for efficient weed detection142
8.3.4CROP PROTECTION AND SCOUTING142
8.3.4.1Crop protection and scouting robots to help measure traits and readings of individual plants142
8.3.5WEATHER TRACKING & MONITORING142
8.3.5.1Adoption of drones for weather tracking & monitoring applications to drive market142
8.4DAIRY & LIVESTOCK MANAGEMENT143
TABLE 54DAIRY & LIVESTOCK MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)144
TABLE 55DAIRY & LIVESTOCK MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)144
8.4.1DAIRY FARM MANAGEMENT144
8.4.1.1Milking robots to automate manual processes in dairy farms144
8.4.2LIVESTOCK MONITORING145
8.4.2.1Smart tags to be placed in farm animals to transmit remote monitoring data and real-time updates145
8.4.3INVENTORY MANAGEMENT145
8.4.3.1Inventory management to streamline tracking and organizing of agricultural products and resources145
TABLE 56INVENTORY MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)145
TABLE 57INVENTORY MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)146
8.5SOIL & IRRIGATION MANAGEMENT146
8.5.1USAGE OF DRONES IN SOIL & IRRIGATION MANAGEMENT TO DRIVE MARKET146
TABLE 58SOIL & IRRIGATION MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)146
TABLE 59SOIL & IRRIGATION MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)147
8.6OTHERS147
TABLE 60OTHER APPLICATIONS: AGRICULTURAL ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)147
TABLE 61OTHER APPLICATIONS: AGRICULTURAL ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)148
9AGRICULTURAL ROBOTS MARKET, BY END USE149
9.1INTRODUCTION150
FIGURE 39FARM PRODUCE SEGMENT TO LEAD DURING FORECAST PERIOD150
TABLE 62AGRICULTURE ROBOTS MARKET: AREA UNDER DRONES APPLICATION, BY REGION (2021-2022)151
TABLE 63AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION)154
TABLE 64AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION)155
9.2FARM PRODUCE155
TABLE 65AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)156
TABLE 66AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)156
TABLE 67CEREALS & GRAINS: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)156
TABLE 68CEREALS & GRAINS: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)157
TABLE 69OILSEEDS & PULSES: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)157
TABLE 70OILSEEDS & PULSES: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)157
TABLE 71FRUITS & VEGETABLES: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)158
TABLE 72FRUITS & VEGETABLES: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)158
TABLE 73OTHER CROP TYPES: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)158
TABLE 74OTHER CROP TYPES: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)159
9.2.1CEREALS & GRAINS159
9.2.1.1Promotion of innovative and technological advancements in cereals & grains to boost market159
TABLE 75FARM PRODUCE IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY CEREALS & GRAINS, 2018–2022 (USD MILLION)160
TABLE 76FARM PRODUCE IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY CEREALS & GRAINS, 2023–2028 (USD MILLION)160
9.2.1.1.1Corn160
9.2.1.1.2Wheat160
9.2.1.1.3Rice161
9.2.1.1.4Other cereals & grains161
9.2.2OILSEEDS & PULSES162
9.2.2.1Assistance of robots in post-harvest operations for oilseeds & pulses to drive market162
TABLE 77FARM PRODUCE IN NORTH AMERICA, AGRICULTURE ROBOTS MARKET, BY OILSEEDS & PULSES, 2018–2022 (USD MILLION)162
TABLE 78FARM PRODUCE IN NORTH AMERICA, AGRICULTURE ROBOTS MARKET, BY OILSEEDS & PULSES, 2023–2028 (USD MILLION)163
9.2.2.1.1Soybean163
9.2.2.1.2Sunflower163
9.2.2.1.3Other oilseeds & pulses164
9.2.3FRUITS & VEGETABLES164
9.2.3.1Revolutionizing traditional farming practices in fruits & vegetables to propel market growth164
TABLE 79FARM PRODUCE IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FRUITS & VEGETABLES, 2018–2022 (USD MILLION)165
TABLE 80FARM PRODUCE IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FRUITS & VEGETABLES, 2023–2028 (USD MILLION)165
9.2.3.1.1Pome fruits165
9.2.3.1.2Citrus fruits166
9.2.3.1.3Berries166
9.2.3.1.4Root and tuber vegetables166
9.2.3.1.5Leafy vegetables166
9.2.3.1.6Other fruits & vegetables167
9.2.4OTHER PRODUCE TYPES167
9.3DAIRY & LIVESTOCK168
9.3.1USAGE OF MILKING ROBOTS IN DAIRY & LIVESTOCK PRODUCE SEGMENT TO DRIVE MARKET168
10AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT169
10.1INTRODUCTION170
FIGURE 40OUTDOOR SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD170
TABLE 81AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2018–2022 (USD MILLION)171
TABLE 82AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)171
10.2OUTDOOR171
10.2.1ADOPTION OF AGRICULTURE ROBOTS FOR LIVESTOCK MONITORING AND VARIABLE RATE APPLICATION TO DRIVE MARKET GROWTH171
TABLE 83OUTDOOR: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)172
TABLE 84OUTDOOR: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)172
10.3INDOOR172
10.3.1USAGE OF ROBOTS IN OPTIMIZING RESOURCE USAGE IN HYDROPONICS TO DRIVE MARKET GROWTH172
TABLE 85INDOOR: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)173
TABLE 86INDOOR: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)174
11AGRICULTURE ROBOTS MARKET, BY REGION175
11.1INTRODUCTION176
FIGURE 41AGRICULTURE ROBOTS MARKET: GEOGRAPHICAL SNAPSHOT177
TABLE 87AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)177
TABLE 88AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)177
TABLE 89AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (UNITS)178
TABLE 90AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (UNITS)178
11.2NORTH AMERICA178
FIGURE 42NORTH AMERICA: MARKET SNAPSHOT179
11.2.1NORTH AMERICA: RECESSION IMPACT ANALYSIS179
TABLE 91NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)180
TABLE 92NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)181
TABLE 93UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)181
TABLE 94UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)181
TABLE 95NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT 2018–2022 (USD MILLION)181
TABLE 96NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)182
TABLE 97NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)182
TABLE 98NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)182
TABLE 99UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)182
TABLE 100UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)183
TABLE 101UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)183
TABLE 102UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)183
TABLE 103UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)183
TABLE 104UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)184
TABLE 105MILKING ROBOTS IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)184
TABLE 106MILKING ROBOTS IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)184
TABLE 107MILKING ROBOTS IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)184
TABLE 108MILKING ROBOTS IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)185
TABLE 109NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION)185
TABLE 110NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION)185
TABLE 111NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION)186
TABLE 112NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION)186
TABLE 113NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)186
TABLE 114NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)186
11.2.2US187
11.2.2.1Leveraging unmanned aerial vehicles for improved farming practices to bolster market growth187
TABLE 115UNMANNED AERIAL VEHICLES IN US: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)187
TABLE 116UNMANNED AERIAL VEHICLES IN US: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)188
11.2.3CANADA188
11.2.3.1Constant enhancements and developments in precision farming practices to drive market growth188
TABLE 117UNMANNED AERIAL VEHICLES IN CANADA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)189
TABLE 118UNMANNED AERIAL VEHICLES IN CANADA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)189
11.2.4MEXICO189
11.2.4.1Adoption of drones and other smart technologies through government’s financial support to drive market189
TABLE 119UNMANNED AERIAL VEHICLES IN MEXICO: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)190
TABLE 120UNMANNED AERIAL VEHICLES IN MEXICO: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)190
11.3EUROPE191
TABLE 121EUROPE: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)192
TABLE 122EUROPE: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)192
TABLE 123UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)192
TABLE 124UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)193
TABLE 125EUROPE: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT 2018–2022 (USD MILLION)193
TABLE 126EUROPE: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)193
TABLE 127EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)193
TABLE 128EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)194
TABLE 129UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)194
TABLE 130UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)194
TABLE 131UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)194
TABLE 132UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)195
TABLE 133UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)195
TABLE 134UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)195
TABLE 135MILKING ROBOTS IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)196
TABLE 136MILKING ROBOTS IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)196
TABLE 137MILKING ROBOTS IN EUROPE: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)196
TABLE 138MILKING ROBOTS IN EUROPE: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)196
TABLE 139EUROPE: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION)197
TABLE 140EUROPE: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION)197
TABLE 141EUROPE: AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION)197
TABLE 142EUROPE: AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION)197
TABLE 143EUROPE: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)198
TABLE 144EUROPE: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)198
11.3.1EUROPE: RECESSION IMPACT ANALYSIS198
11.3.2GERMANY199
11.3.2.1Government incentives and ongoing collaborative research projects to propel market growth199
TABLE 145UNMANNED AERIAL VEHICLES IN GERMANY: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)199
TABLE 146UNMANNED AERIAL VEHICLES IN GERMANY: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)200
11.3.3UK200
11.3.3.1Adopting advanced digital technologies to enhance farming practices in UK200
TABLE 147UNMANNED AERIAL VEHICLES IN UK: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)201
TABLE 148UNMANNED AERIAL VEHICLES IN UK: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)201
11.3.4FRANCE201
11.3.4.1Increasing robotic startups in France for agricultural applications to lead to market growth201
TABLE 149UNMANNED AERIAL VEHICLES IN FRANCE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)202
TABLE 150UNMANNED AERIAL VEHICLES IN FRANCE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)202
11.3.5ITALY202
11.3.5.1Usage of latest agricultural sensor technologies in Italy to drive market202
TABLE 151UNMANNED AERIAL VEHICLES IN ITALY: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)203
TABLE 152UNMANNED AERIAL VEHICLES IN ITALY: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)203
11.3.6NETHERLANDS204
11.3.6.1Technology-driven economy and focus on sustainable agriculture to boost market204
TABLE 153UNMANNED AERIAL VEHICLES IN NETHERLANDS: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)204
TABLE 154UNMANNED AERIAL VEHICLES IN NETHERLANDS: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)205
11.3.7REST OF EUROPE205
TABLE 155UNMANNED AERIAL VEHICLES IN REST OF EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)206
TABLE 156UNMANNED AERIAL VEHICLES IN REST OF EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)206
11.4ASIA PACIFIC206
11.4.1ASIA PACIFIC: RECESSION IMPACT ANALYSIS207
TABLE 157ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)207
TABLE 158ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)208
TABLE 159UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)208
TABLE 160UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)208
TABLE 161ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT 2018–2022 (USD MILLION)209
TABLE 162ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION)209
TABLE 163ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)209
TABLE 164ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)209
TABLE 165UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)210
TABLE 166UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)210
TABLE 167UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)210
TABLE 168UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)210
TABLE 169UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)211
TABLE 170UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)211
TABLE 171MILKING ROBOTS IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)211
TABLE 172MILKING ROBOTS IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)212
TABLE 173MILKING ROBOTS IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)212
TABLE 174MILKING ROBOTS IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)212
TABLE 175ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION)212
TABLE 176ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION)213
TABLE 177ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION)213
TABLE 178ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION)213
TABLE 179ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)213
TABLE 180ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)214
11.4.2CHINA214
11.4.2.1Increasing government incentives and investments to boost market214
TABLE 181UNMANNED AERIAL VEHICLES IN CHINA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)215
TABLE 182UNMANNED AERIAL VEHICLES IN CHINA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)215
11.4.3SOUTH KOREA215
11.4.3.1Agriculture drones to be used for surveying farms and assessing crop losses215
TABLE 183UNMANNED AERIAL VEHICLES IN SOUTH KOREA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)216
TABLE 184UNMANNED AERIAL VEHICLES IN SOUTH KOREA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)216
11.4.4JAPAN216
11.4.4.1Rising adoption of advanc