1	INTRODUCTION	44
1.1	STUDY OBJECTIVES	44
1.2	MARKET DEFINITION	45
1.3	STUDY SCOPE	45
1.3.1	MARKETS COVERED	45
FIGURE 1	MARKET SEGMENTATION	45
1.3.2	REGIONS COVERED	46
FIGURE 2	AGRICULTURE ROBOTS MARKET, BY REGION	46
1.4	INCLUSIONS & EXCLUSIONS	46
1.5	YEARS CONSIDERED	47
1.6	CURRENCY CONSIDERED	48
TABLE 1	USD EXCHANGE RATES CONSIDERED, 2019–2022	48
1.7	STAKEHOLDERS	48
1.8	SUMMARY OF CHANGES	49
1.8.1	RECESSION IMPACT ANALYSIS	49
2	RESEARCH METHODOLOGY	50
2.1	RESEARCH DATA	50
FIGURE 3	RESEARCH DESIGN	50
2.1.1	SECONDARY DATA	51
2.1.1.1	Major secondary sources	51
2.1.1.2	Key data from secondary sources	52
2.1.2	PRIMARY DATA	52
2.1.2.1	Key data from primary sources	52
2.1.2.2	Key industry insights	53
2.1.2.3	Breakdown of primary interviews	53
FIGURE 4	BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION	53
2.2	MARKET SIZE ESTIMATION	54
2.2.1	MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH	55
FIGURE 5	AGRICULTURE ROBOTS MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH	55
FIGURE 6	AGRICULTURE ROBOTS MARKET SIZE ESTIMATION, BY TYPE (DEMAND SIDE)	56
2.2.2	MARKET SIZE ESTIMATION: TOP-DOWN APPROACH	56
FIGURE 7	AGRICULTURE ROBOTS MARKET SIZE ESTIMATION: TOP-DOWN APPROACH	57
FIGURE 8	AGRICULTURE ROBOTS MARKET SIZE ESTIMATION, BY TYPE (SUPPLY SIDE)	57
2.3	GROWTH RATE FORECAST ASSUMPTIONS	57
2.4	DATA TRIANGULATION	58
FIGURE 9	DATA TRIANGULATION	58
2.5	RESEARCH ASSUMPTIONS	59
TABLE 2	RESEARCH ASSUMPTIONS	59
2.6	LIMITATIONS AND RISK ASSESSMENT	59
TABLE 3	LIMITATIONS AND RISK ASSESSMENT	59
2.7	MACROINDICATORS OF RECESSION	60
FIGURE 10	INDICATORS OF RECESSION	60
FIGURE 11	WORLD INFLATION RATE: 2011-2021	60
FIGURE 12	GLOBAL GDP: 2011-2021 (USD TRILLION)	61
FIGURE 13	RECESSION INDICATORS AND THEIR IMPACT ON AGRICULTURE ROBOTS MARKET	62
FIGURE 14	AGRICULTURE ROBOTS MARKET: EARLIER FORECAST VS. RECESSION FORECAST	62
3	EXECUTIVE SUMMARY	64
TABLE 4	AGRICULTURE ROBOTS MARKET SNAPSHOT, 2023 VS. 2028	64
FIGURE 15	UNMANNED AERIAL VEHICLES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD	65
FIGURE 16	FARM PRODUCE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD	66
FIGURE 17	FIELD FARMING APPLICATION TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD	66
FIGURE 18	APAC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD	67
4	PREMIUM INSIGHTS	68
4.1	ATTRACTIVE OPPORTUNITIES IN AGRICULTURE ROBOTS MARKET	68
FIGURE 19	INCREASING DEMAND FOR PRECISION FARMING SOLUTIONS, POTENTIAL FOR LABOR OPTIMIZATION, AND GROWING FOCUS ON SUSTAINABLE AGRICULTURE PRACTICES TO DRIVE MARKET GROWTH	68
4.2	AGRICULTURE ROBOTS MARKET: GROWTH RATE OF MAJOR REGIONAL SUBMARKETS	69
FIGURE 20	US TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD	69
4.3	NORTH AMERICA: AGRICULTURE ROBOTS MARKET,  BY KEY FUNCTION & COUNTRY	69
FIGURE 21	FARM PRODUCE SEGMENT AND US TO ACCOUNT FOR LARGEST SHARES IN NORTH AMERICA IN 2023	69
4.4	AGRICULTURE ROBOTS MARKET, BY TYPE	70
FIGURE 22	UNMANNED AERIAL VEHICLES TO DOMINATE AGRICULTURE ROBOTS MARKET IN 2023	70
4.5	AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT	71
FIGURE 23	OUTDOOR SEGMENT TO DOMINATE AGRICULTURE ROBOTS MARKET DURING FORECAST PERIOD	71
4.6	AGRICULTURE ROBOTS MARKET, BY END USE	72
FIGURE 24	FARM PRODUCE TO DOMINATE AGRICULTURE ROBOTS MARKET DURING FORECAST PERIOD	72
4.7	AGRICULTURE ROBOTS MARKET, BY APPLICATION	73
FIGURE 25	FIELD FARMING TO DOMINATE AGRICULTURE ROBOTS MARKET DURING FORECAST PERIOD	73
5	MARKET OVERVIEW	74
5.1	INTRODUCTION	74
5.2	MACROECONOMIC INDICATORS	74
5.2.1	REDUCTION IN ARABLE LAND	74
FIGURE 26	PER CAPITA ARABLE LAND, 2002–2022 (HA)	75
5.2.2	RAPID DIGITALIZATION	75
FIGURE 27	SMARTPHONE PENETRATION, BY REGION, 2019 VS. 2025	76
FIGURE 28	GLOBAL GNSS DEMAND, 2021 VS. 2031 (EUR BILLION)	76
5.3	MARKET DYNAMICS	77
5.3.1	INTRODUCTION	77
FIGURE 29	AGRICULTURE ROBOTS MARKET DYNAMICS	77
5.3.2	DRIVERS	77
5.3.2.1	Increase in IoT devices connected with farm management to analyze data on various factors	77
5.3.2.2	Demand for optimization of farm management using agricultural drones and robots	78
5.3.2.3	Rapid adoption of advanced technologies	78
5.3.2.4	Growth in concerns regarding ecosystem change	79
5.3.2.5	Benefits offered by livestock monitoring	79
5.3.3	RESTRAINTS	80
5.3.3.1	High cost of automation for small farms	80
5.3.3.2	Technological barriers pertaining to fully autonomous robots	80
5.3.3.3	Compared to drones and milking robots, most harvesting and weeding robots still in prototype stage	80
5.3.3.4	Fragmented nature of farmland in developing countries to make it difficult to adopt agricultural robots	81
5.3.3.5	Lack of training activities in operating drones	81
5.3.4	OPPORTUNITIES	81
5.3.4.1	Untapped market potential and scope for automation in agriculture	81
5.3.4.2	Use of real-time multimodal robot systems in fields	82
5.3.4.3	Increased use of electrification in agricultural robots	82
5.3.4.4	High adoption of aerial data collection tools in agriculture	82
5.3.4.5	Increase in use of agricultural-based software via smartphones	83
5.3.4.6	Early detection of crop diseases and ease of farm management	83
5.3.4.7	Convergence of digital technologies with farming practices	83
5.3.5	CHALLENGES	84
5.3.5.1	Lack of standardization of agricultural robot technologies globally to post as challenge	84
5.3.5.2	High cost and complexity of fully autonomous robots	84
TABLE 5	PRICES OF VARIOUS AUTONOMOUS ROBOTS (FRUIT-PICKING, PRUNING, WEEDING, SPRAYING, AND MOVING)	85
5.3.5.3	Standardization of communication interfaces and protocols for precision agriculture	85
5.3.5.4	Lack of technical knowledge among farmers	85
6	INDUSTRY TRENDS	86
6.1	INTRODUCTION	86
6.2	REGULATORY FRAMEWORK	86
6.2.1	REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS	86
TABLE 6	NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS	86
TABLE 7	EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS	87
TABLE 8	ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS	88
TABLE 9	ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS	89
6.2.2	GLOBAL STANDARDS FOR AGRICULTURAL MACHINERY	89
6.2.3	NORTH AMERICA	90
6.2.3.1	United States (US)	91
TABLE 10	US: ROBOTICS FOR AGRICULTURAL AND INDUSTRIAL USE	92
6.2.3.2	Canada	92
TABLE 11	CANADA: ROBOTIC MACHINERY AND ROBOT USAGE	92
6.2.3.3	Mexico	93
TABLE 12	MEXICO: DRONE CATEGORIES	93
6.2.4	EUROPEAN UNION (EU)	93
TABLE 13	EU: DRONE FLYING BASED ON INTENDED OPERATIONS	94
TABLE 14	EUROPE: AGRICULTURAL MACHINERY AND ROBOT PRODUCTION STANDARDS	94
6.2.5	ASIA PACIFIC	95
6.2.5.1	India	96
6.2.5.2	China	96
TABLE 15	CHINA: ARTICLES REGARDING AGRICULTURAL TECHNOLOGIES	96
TABLE 16	CHINA: DRONE CLASSIFICATION BASED ON WEIGHT	97
6.2.5.3	Australia	97
6.2.6	REST OF THE WORLD	98
6.3	PATENT ANALYSIS	99
FIGURE 30	NUMBER OF PATENTS APPROVED FOR AGRICULTURE ROBOTS IN GLOBAL MARKET, 2012–2022	99
6.4	VALUE CHAIN ANALYSIS	101
6.4.1	RESEARCH & DEVELOPMENT (R&D)	101
6.4.2	HARDWARE COMPONENT MANUFACTURERS AND SOFTWARE PROVIDERS	101
6.4.3	ROBOT MANUFACTURERS	102
6.4.4	END USERS	102
6.4.5	AFTER-SALES SERVICES	102
FIGURE 32	VALUE CHAIN ANALYSIS: AGRICULTURE ROBOTS MARKET	102
6.5	TRENDS/DISRUPTIONS IMPACTING BUYERS IN AGRICULTURE ROBOTS MARKET	103
FIGURE 33	AGRICULTURE ROBOTS MARKET: TRENDS IMPACTING BUYERS	103
6.6	MARKET ECOSYSTEM	103
6.6.1	UPSTREAM	104
6.6.2	DOWNSTREAM	104
6.6.3	RESEARCH & DEVELOPMENT CENTERS	104
6.6.4	HARDWARE COMPONENT PROVIDERS AND SOFTWARE PROVIDERS	104
6.6.4.1	Hardware component providers	104
6.6.4.2	Software providers	104
6.6.4.2.1	Software solution providers	104
6.6.4.2.2	IT/Big data companies	105
6.6.5	AGRICULTURE ROBOTS OEMS	105
TABLE 18	AGRICULTURE ROBOTS: ECOSYSTEM VIEW	105
6.7	TRADE ANALYSIS	106
TABLE 19	IMPORT DATA OF AGRICULTURAL MACHINERY, BY COUNTRY, 2022 (USD MILLION)	106
TABLE 20	EXPORT DATA OF AGRICULTURAL MACHINERY, BY COUNTRY, 2022 (USD MILLION)	107
6.8	KEY CONFERENCES & EVENTS	107
TABLE 21	AGRICULTURE ROBOTS MARKET: CONFERENCES & EVENTS, 2023–2024	107
6.9	CASE STUDY ANALYSIS	108
6.9.1	USE CASE 1: EAVISION LAUNCHES INTELLIGENT AGRICULTURAL SPRAYING DRONE IN CHINA	108
6.9.2	USE CASE 2: PARROT LAUNCHES ANAFI THERMAL	109
6.9.3	USE CASE 3: ANNA BINNA FARMS USED AGWORLD SOFTWARE PLATFORM FOR FARM RECORD-KEEPING	109
6.10	TECHNOLOGY ANALYSIS	110
6.10.1	AI IN AGRICULTURE	110
6.10.1.1	Crop yield & price forecast	110
6.10.2	IOT	110
6.10.3	ADVANCED UNMANNED AERIAL VEHICLES	111
6.11	PORTER’S FIVE FORCES ANALYSIS	111
TABLE 22	AGRICULTURE ROBOTS MARKET: PORTER’S FIVE FORCES ANALYSIS	111
6.11.1	THREAT OF NEW ENTRANTS	112
6.11.2	THREAT OF SUBSTITUTES	112
6.11.3	BARGAINING POWER OF SUPPLIERS	112
6.11.4	BARGAINING POWER OF BUYERS	112
6.11.5	INTENSITY OF COMPETITIVE RIVALRY	113
6.12	KEY STAKEHOLDERS IN BUYING PROCESS	113
FIGURE 35	INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY FARMING ENVIRONMENT	113
6.13	BUYING CRITERIA	114
FIGURE 36	KEY BUYING CRITERIA FOR AGRICULTURE ROBOTS, BY FARMING ENVIRONMENT	114
6.14	AVERAGE SELLING PRICE (ASP) ANALYSIS	115
TABLE 25	HEAVYWEIGHT DRONES: GLOBAL AGRICULTURE ROBOTS MARKET, PRICES BY PAYLOAD CAPACITY, 2020-2022 (USD)	115
7	AGRICULTURAL ROBOTS MARKET, BY TYPE	116
7.1	INTRODUCTION	117
FIGURE 37	MARKET FOR UNMANNED AERIAL VEHICLES TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD	117
TABLE 26	AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)	118
TABLE 27	AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)	118
7.2	UNMANNED AERIAL VEHICLES/DRONES	118
TABLE 28	UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY REGION,  2018–2022 (USD MILLION)	119
TABLE 29	UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY REGION,  2023–2028 (USD MILLION)	120
7.2.1	UNMANNED AERIAL VEHICLES/DRONES, BY TYPE	120
7.2.1.1	Fixed-wing drones	120
7.2.1.1.1	Fixed-wing drones to offer efficient aerial coverage, leading to accurate field surveys in farms	120
TABLE 30	UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY TYPE,  2018–2022 (USD MILLION)	121
TABLE 31	UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY TYPE,  2023–2028 (USD MILLION)	121
7.2.1.2	Rotary blade drones	121
7.2.1.2.1	With multiple propellers, rotary blade drones to offer agile and precise maneuverability	121
7.2.1.3	Hybrid drones	122
7.2.1.3.1	With VTOL features, hybrid drones to excel in precision farming tasks	122
7.2.2	UNMANNED AERIAL VEHICLES/DRONES, BY COMPONENT	122
TABLE 32	UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY COMPONENT,  2018–2022 (USD MILLION)	123
TABLE 33	UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY COMPONENT,  2023–2028 (USD MILLION)	123
7.2.2.1	Hardware	123
7.2.2.1.1	Increasing adoption of hardware in agricultural sector to drive market	123
TABLE 34	UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY HARDWARE,  2018–2022 (USD MILLION)	124
TABLE 35	UNMANNED AERIAL VEHICLES: AGRICULTURE ROBOTS MARKET, BY HARDWARE,  2023–2028 (USD MILLION)	124
7.2.2.1.2	Frames	124
7.2.2.1.3	Controllers	125
7.2.2.1.4	Propulsion systems	125
7.2.2.1.5	Camera systems	125
7.2.2.1.6	Navigation systems	125
7.2.2.1.7	Batteries	126
7.2.2.1.8	Others	126
7.2.2.2	Software	126
7.2.2.2.1	Software in agricultural UAV components to be used for data management, imaging, and data analytics	126
7.3	MILKING ROBOTS	127
TABLE 36	MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY REGION,  2018–2022 (USD MILLION)	127
TABLE 37	MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY REGION,  2023–2028 (USD MILLION)	128
7.3.1	MILKING ROBOTS, BY COMPONENT	128
TABLE 38	MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY COMPONENT,  2018–2022 (USD MILLION)	128
TABLE 39	MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY COMPONENT,  2023–2028 (USD MILLION)	128
7.3.1.1	Hardware	129
7.3.1.1.1	Efficient hardware to optimize automated milking processes in robots	129
TABLE 40	MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY HARDWARE,  2018–2022 (USD MILLION)	129
TABLE 41	MILKING ROBOTS: AGRICULTURE ROBOTS MARKET, BY HARDWARE,  2023–2028 (USD MILLION)	129
7.3.1.1.2	Automation and control devices	129
7.3.1.1.3	Sensing & monitoring devices	130
7.3.1.2	Software	131
7.4	DRIVERLESS TRACTORS	131
7.4.1	DRIVERLESS TRACTORS TO LEAD TO LESS DAMAGE TO SOIL DUE TO AUTOMATED SOFTWARE AND LESS HUMAN ERROR	131
TABLE 42	DRIVERLESS TRACTORS: AGRICULTURE ROBOTS MARKET, BY REGION,  2018–2022 (USD MILLION)	132
TABLE 43	DRIVERLESS TRACTORS: AGRICULTURE ROBOTS MARKET, BY REGION,  2023–2028 (USD MILLION)	132
7.5	AUTOMATED HARVESTING SYSTEMS	132
7.5.1	AUTOMATED HARVESTING SYSTEMS’ ABILITY TO REVOLUTIONIZE HARVESTING PROCESSES TO FUEL MARKET GROWTH	132
TABLE 44	AUTOMATED HARVESTED SYSTEMS: AGRICULTURE ROBOTS MARKET, BY REGION,  2018–2022 (USD MILLION)	133
TABLE 45	AUTOMATED HARVESTED SYSTEMS: AGRICULTURE ROBOTS MARKET, BY REGION,  2023–2028 (USD MILLION)	134
7.6	OTHERS	134
TABLE 46	OTHERS: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)	135
TABLE 47	OTHERS: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)	135
8	AGRICULTURAL ROBOTS MARKET, BY APPLICATION	136
8.1	INTRODUCTION	137
FIGURE 38	FIELD FARMING APPLICATION TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD	137
TABLE 48	AGRICULTURAL ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION)	137
TABLE 49	AGRICULTURAL ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION)	138
8.2	HARVEST MANAGEMENT	138
8.2.1	HARVEST MANAGEMENT APPLICATIONS TO DRIVE UTILIZATION OF UAV AND AUTOMATED HARVESTING SYSTEMS	138
TABLE 50	HARVEST MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION,  2018–2022 (USD MILLION)	139
TABLE 51	HARVEST MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION,  2023–2028 (USD MILLION)	139
8.3	FIELD FARMING	139
TABLE 52	FIELD FARMING: AGRICULTURAL ROBOTS MARKET, BY REGION,  2018–2022 (USD MILLION)	140
TABLE 53	FIELD FARMING: AGRICULTURAL ROBOTS MARKET, BY REGION,  2023–2028 (USD MILLION)	140
8.3.1	PLOWING AND SEEDING	141
8.3.1.1	Usage of robots in plowing and seeding to yield better productivity	141
8.3.2	CROP MONITORING AND WEED DETECTION	141
8.3.2.1	Usage of agricultural drones for crop monitoring to further enhance weed detection	141
8.3.3	PLANT SCOUTING	142
8.3.3.1	AGV platforms to be used for crop scouting for efficient weed detection	142
8.3.4	CROP PROTECTION AND SCOUTING	142
8.3.4.1	Crop protection and scouting robots to help measure traits and readings of individual plants	142
8.3.5	WEATHER TRACKING & MONITORING	142
8.3.5.1	Adoption of drones for weather tracking & monitoring applications to drive market	142
8.4	DAIRY & LIVESTOCK MANAGEMENT	143
TABLE 54	DAIRY & LIVESTOCK MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)	144
TABLE 55	DAIRY & LIVESTOCK MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)	144
8.4.1	DAIRY FARM MANAGEMENT	144
8.4.1.1	Milking robots to automate manual processes in dairy farms	144
8.4.2	LIVESTOCK MONITORING	145
8.4.2.1	Smart tags to be placed in farm animals to transmit remote monitoring data and real-time updates	145
8.4.3	INVENTORY MANAGEMENT	145
8.4.3.1	Inventory management to streamline tracking and organizing of agricultural products and resources	145
TABLE 56	INVENTORY MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION,  2018–2022 (USD MILLION)	145
TABLE 57	INVENTORY MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION,  2023–2028 (USD MILLION)	146
8.5	SOIL & IRRIGATION MANAGEMENT	146
8.5.1	USAGE OF DRONES IN SOIL & IRRIGATION MANAGEMENT TO DRIVE MARKET	146
TABLE 58	SOIL & IRRIGATION MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION,  2018–2022 (USD MILLION)	146
TABLE 59	SOIL & IRRIGATION MANAGEMENT: AGRICULTURAL ROBOTS MARKET, BY REGION,  2023–2028 (USD MILLION)	147
8.6	OTHERS	147
TABLE 60	OTHER APPLICATIONS: AGRICULTURAL ROBOTS MARKET, BY REGION,  2018–2022 (USD MILLION)	147
TABLE 61	OTHER APPLICATIONS: AGRICULTURAL ROBOTS MARKET, BY REGION,  2023–2028 (USD MILLION)	148
9	AGRICULTURAL ROBOTS MARKET, BY END USE	149
9.1	INTRODUCTION	150
FIGURE 39	FARM PRODUCE SEGMENT TO LEAD DURING FORECAST PERIOD	150
TABLE 62	AGRICULTURE ROBOTS MARKET: AREA UNDER DRONES APPLICATION, BY REGION  (2021-2022)	151
TABLE 63	AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION)	154
TABLE 64	AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION)	155
9.2	FARM PRODUCE	155
TABLE 65	AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION)	156
TABLE 66	AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION)	156
TABLE 67	CEREALS & GRAINS: AGRICULTURE ROBOTS MARKET, BY REGION,  2018–2022 (USD MILLION)	156
TABLE 68	CEREALS & GRAINS: AGRICULTURE ROBOTS MARKET, BY REGION,  2023–2028 (USD MILLION)	157
TABLE 69	OILSEEDS & PULSES: AGRICULTURE ROBOTS MARKET, BY REGION,  2018–2022 (USD MILLION)	157
TABLE 70	OILSEEDS & PULSES: AGRICULTURE ROBOTS MARKET, BY REGION,  2023–2028 (USD MILLION)	157
TABLE 71	FRUITS & VEGETABLES: AGRICULTURE ROBOTS MARKET, BY REGION,  2018–2022 (USD MILLION)	158
TABLE 72	FRUITS & VEGETABLES: AGRICULTURE ROBOTS MARKET, BY REGION,  2023–2028 (USD MILLION)	158
TABLE 73	OTHER CROP TYPES: AGRICULTURE ROBOTS MARKET, BY REGION,  2018–2022 (USD MILLION)	158
TABLE 74	OTHER CROP TYPES: AGRICULTURE ROBOTS MARKET, BY REGION,  2023–2028 (USD MILLION)	159
9.2.1	CEREALS & GRAINS	159
9.2.1.1	Promotion of innovative and technological advancements in cereals & grains to boost market	159
TABLE 75	FARM PRODUCE IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY CEREALS & GRAINS, 2018–2022 (USD MILLION)	160
TABLE 76	FARM PRODUCE IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY CEREALS & GRAINS, 2023–2028 (USD MILLION)	160
9.2.1.1.1	Corn	160
9.2.1.1.2	Wheat	160
9.2.1.1.3	Rice	161
9.2.1.1.4	Other cereals & grains	161
9.2.2	OILSEEDS & PULSES	162
9.2.2.1	Assistance of robots in post-harvest operations for oilseeds & pulses to drive market	162
TABLE 77	FARM PRODUCE IN NORTH AMERICA, AGRICULTURE ROBOTS MARKET, BY OILSEEDS & PULSES, 2018–2022 (USD MILLION)	162
TABLE 78	FARM PRODUCE IN NORTH AMERICA, AGRICULTURE ROBOTS MARKET, BY OILSEEDS & PULSES, 2023–2028 (USD MILLION)	163
9.2.2.1.1	Soybean	163
9.2.2.1.2	Sunflower	163
9.2.2.1.3	Other oilseeds & pulses	164
9.2.3	FRUITS & VEGETABLES	164
9.2.3.1	Revolutionizing traditional farming practices in fruits & vegetables to propel market growth	164
TABLE 79	FARM PRODUCE IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FRUITS & VEGETABLES, 2018–2022 (USD MILLION)	165
TABLE 80	FARM PRODUCE IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FRUITS & VEGETABLES, 2023–2028 (USD MILLION)	165
9.2.3.1.1	Pome fruits	165
9.2.3.1.2	Citrus fruits	166
9.2.3.1.3	Berries	166
9.2.3.1.4	Root and tuber vegetables	166
9.2.3.1.5	Leafy vegetables	166
9.2.3.1.6	Other fruits & vegetables	167
9.2.4	OTHER PRODUCE TYPES	167
9.3	DAIRY & LIVESTOCK	168
9.3.1	USAGE OF MILKING ROBOTS IN DAIRY & LIVESTOCK PRODUCE SEGMENT TO DRIVE MARKET	168
10	AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT	169
10.1	INTRODUCTION	170
FIGURE 40	OUTDOOR SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD	170
TABLE 81	AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT,  2018–2022 (USD MILLION)	171
TABLE 82	AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT,  2023–2028 (USD MILLION)	171
10.2	OUTDOOR	171
10.2.1	ADOPTION OF AGRICULTURE ROBOTS FOR LIVESTOCK MONITORING AND VARIABLE RATE APPLICATION TO DRIVE MARKET GROWTH	171
TABLE 83	OUTDOOR: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)	172
TABLE 84	OUTDOOR: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)	172
10.3	INDOOR	172
10.3.1	USAGE OF ROBOTS IN OPTIMIZING RESOURCE USAGE IN HYDROPONICS TO DRIVE MARKET GROWTH	172
TABLE 85	INDOOR: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)	173
TABLE 86	INDOOR: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)	174
11	AGRICULTURE ROBOTS MARKET, BY REGION	175
11.1	INTRODUCTION	176
FIGURE 41	AGRICULTURE ROBOTS MARKET: GEOGRAPHICAL SNAPSHOT	177
TABLE 87	AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION)	177
TABLE 88	AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION)	177
TABLE 89	AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (UNITS)	178
TABLE 90	AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (UNITS)	178
11.2	NORTH AMERICA	178
FIGURE 42	NORTH AMERICA: MARKET SNAPSHOT	179
11.2.1	NORTH AMERICA: RECESSION IMPACT ANALYSIS	179
TABLE 91	NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY,  2018–2022 (USD MILLION)	180
TABLE 92	NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY,  2023–2028 (USD MILLION)	181
TABLE 93	UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET,  BY COUNTRY, 2018–2022 (USD MILLION)	181
TABLE 94	UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET,  BY COUNTRY, 2023–2028 (USD MILLION)	181
TABLE 95	NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT  2018–2022 (USD MILLION)	181
TABLE 96	NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT,  2023–2028 (USD MILLION)	182
TABLE 97	NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)	182
TABLE 98	NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)	182
TABLE 99	UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET,  BY TYPE, 2018–2022 (USD MILLION)	182
TABLE 100	UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET,  BY TYPE, 2023–2028 (USD MILLION)	183
TABLE 101	UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET,  BY COMPONENT, 2018–2022 (USD MILLION)	183
TABLE 102	UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET,  BY COMPONENT, 2023–2028 (USD MILLION)	183
TABLE 103	UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET,  BY HARDWARE, 2018–2022 (USD MILLION)	183
TABLE 104	UNMANNED AERIAL VEHICLES IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET,  BY HARDWARE, 2023–2028 (USD MILLION)	184
TABLE 105	MILKING ROBOTS IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION)	184
TABLE 106	MILKING ROBOTS IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION)	184
TABLE 107	MILKING ROBOTS IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)	184
TABLE 108	MILKING ROBOTS IN NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)	185
TABLE 109	NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY APPLICATION,  2018–2022 (USD MILLION)	185
TABLE 110	NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY APPLICATION,  2023–2028 (USD MILLION)	185
TABLE 111	NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY END USE,  2018–2022 (USD MILLION)	186
TABLE 112	NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY END USE,  2023–2028 (USD MILLION)	186
TABLE 113	NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE,  2018–2022 (USD MILLION)	186
TABLE 114	NORTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE,  2023–2028 (USD MILLION)	186
11.2.2	US	187
11.2.2.1	Leveraging unmanned aerial vehicles for improved farming practices to bolster market growth	187
TABLE 115	UNMANNED AERIAL VEHICLES IN US: AGRICULTURE ROBOTS MARKET, BY TYPE,  2018–2022 (USD MILLION)	187
TABLE 116	UNMANNED AERIAL VEHICLES IN US: AGRICULTURE ROBOTS MARKET, BY TYPE,  2023–2028 (USD MILLION)	188
11.2.3	CANADA	188
11.2.3.1	Constant enhancements and developments in precision farming practices to drive market growth	188
TABLE 117	UNMANNED AERIAL VEHICLES IN CANADA: AGRICULTURE ROBOTS MARKET, BY TYPE,  2018–2022 (USD MILLION)	189
TABLE 118	UNMANNED AERIAL VEHICLES IN CANADA: AGRICULTURE ROBOTS MARKET, BY TYPE,  2023–2028 (USD MILLION)	189
11.2.4	MEXICO	189
11.2.4.1	Adoption of drones and other smart technologies through government’s financial support to drive market	189
TABLE 119	UNMANNED AERIAL VEHICLES IN MEXICO: AGRICULTURE ROBOTS MARKET, BY TYPE,  2018–2022 (USD MILLION)	190
TABLE 120	UNMANNED AERIAL VEHICLES IN MEXICO: AGRICULTURE ROBOTS MARKET, BY TYPE,  2023–2028 (USD MILLION)	190
11.3	EUROPE	191
TABLE 121	EUROPE: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)	192
TABLE 122	EUROPE: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)	192
TABLE 123	UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION)	192
TABLE 124	UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION)	193
TABLE 125	EUROPE: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT  2018–2022 (USD MILLION)	193
TABLE 126	EUROPE: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT,  2023–2028 (USD MILLION)	193
TABLE 127	EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)	193
TABLE 128	EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)	194
TABLE 129	UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE,  2018–2022 (USD MILLION)	194
TABLE 130	UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY TYPE,  2023–2028 (USD MILLION)	194
TABLE 131	UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET,  BY COMPONENT, 2018–2022 (USD MILLION)	194
TABLE 132	UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET,  BY COMPONENT, 2023–2028 (USD MILLION)	195
TABLE 133	UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION)	195
TABLE 134	UNMANNED AERIAL VEHICLES IN EUROPE: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION)	195
TABLE 135	MILKING ROBOTS IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COMPONENT,  2018–2022 (USD MILLION)	196
TABLE 136	MILKING ROBOTS IN EUROPE: AGRICULTURE ROBOTS MARKET, BY COMPONENT,  2023–2028 (USD MILLION)	196
TABLE 137	MILKING ROBOTS IN EUROPE: AGRICULTURE ROBOTS MARKET, BY HARDWARE,  2018–2022 (USD MILLION)	196
TABLE 138	MILKING ROBOTS IN EUROPE: AGRICULTURE ROBOTS MARKET, BY HARDWARE,  2023–2028 (USD MILLION)	196
TABLE 139	EUROPE: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION)	197
TABLE 140	EUROPE: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION)	197
TABLE 141	EUROPE: AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION)	197
TABLE 142	EUROPE: AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION)	197
TABLE 143	EUROPE: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE,  2018–2022 (USD MILLION)	198
TABLE 144	EUROPE: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE,  2023–2028 (USD MILLION)	198
11.3.1	EUROPE: RECESSION IMPACT ANALYSIS	198
11.3.2	GERMANY	199
11.3.2.1	Government incentives and ongoing collaborative research projects to propel market growth	199
TABLE 145	UNMANNED AERIAL VEHICLES IN GERMANY: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION)	199
TABLE 146	UNMANNED AERIAL VEHICLES IN GERMANY: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION)	200
11.3.3	UK	200
11.3.3.1	Adopting advanced digital technologies to enhance farming practices in UK	200
TABLE 147	UNMANNED AERIAL VEHICLES IN UK: AGRICULTURE ROBOTS MARKET, BY TYPE,  2018–2022 (USD MILLION)	201
TABLE 148	UNMANNED AERIAL VEHICLES IN UK: AGRICULTURE ROBOTS MARKET, BY TYPE,  2023–2028 (USD MILLION)	201
11.3.4	FRANCE	201
11.3.4.1	Increasing robotic startups in France for agricultural applications to lead to market growth	201
TABLE 149	UNMANNED AERIAL VEHICLES IN FRANCE: AGRICULTURE ROBOTS MARKET, BY TYPE,  2018–2022 (USD MILLION)	202
TABLE 150	UNMANNED AERIAL VEHICLES IN FRANCE: AGRICULTURE ROBOTS MARKET, BY TYPE,  2023–2028 (USD MILLION)	202
11.3.5	ITALY	202
11.3.5.1	Usage of latest agricultural sensor technologies in Italy to drive market	202
TABLE 151	UNMANNED AERIAL VEHICLES IN ITALY: AGRICULTURE ROBOTS MARKET, BY TYPE,  2018–2022 (USD MILLION)	203
TABLE 152	UNMANNED AERIAL VEHICLES IN ITALY: AGRICULTURE ROBOTS MARKET, BY TYPE,  2023–2028 (USD MILLION)	203
11.3.6	NETHERLANDS	204
11.3.6.1	Technology-driven economy and focus on sustainable agriculture to boost market	204
TABLE 153	UNMANNED AERIAL VEHICLES IN NETHERLANDS: AGRICULTURE ROBOTS MARKET,  BY TYPE, 2018–2022 (USD MILLION)	204
TABLE 154	UNMANNED AERIAL VEHICLES IN NETHERLANDS: AGRICULTURE ROBOTS MARKET,  BY TYPE, 2023–2028 (USD MILLION)	205
11.3.7	REST OF EUROPE	205
TABLE 155	UNMANNED AERIAL VEHICLES IN REST OF EUROPE: AGRICULTURE ROBOTS MARKET,  BY TYPE, 2018–2022 (USD MILLION)	206
TABLE 156	UNMANNED AERIAL VEHICLES IN REST OF EUROPE: AGRICULTURE ROBOTS MARKET,  BY TYPE, 2023–2028 (USD MILLION)	206
11.4.1 ASIA PACIFIC: RECESSION IMPACT ANALYSIS 207
TABLE 157 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 207
TABLE 158 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 208
TABLE 159 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 208
TABLE 160 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 208
TABLE 161 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT 2018–2022 (USD MILLION) 209
TABLE 162 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION) 209
TABLE 163 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 209
TABLE 164 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 209
TABLE 165 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 210
TABLE 166 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 210
TABLE 167 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 210
TABLE 168 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 210
TABLE 169 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION) 211
TABLE 170 UNMANNED AERIAL VEHICLES IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 211
TABLE 171 MILKING ROBOTS IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 211
TABLE 172 MILKING ROBOTS IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 212
TABLE 173 MILKING ROBOTS IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION) 212
TABLE 174 MILKING ROBOTS IN ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 212
TABLE 175 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 212
TABLE 176 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 213
TABLE 177 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION) 213
TABLE 178 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION) 213
TABLE 179 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION) 213
TABLE 180 ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION) 214
11.4.2 CHINA 214
11.4.2.1 Increasing government incentives and investments to boost market 214
TABLE 181 UNMANNED AERIAL VEHICLES IN CHINA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 215
TABLE 182 UNMANNED AERIAL VEHICLES IN CHINA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 215
11.4.3 SOUTH KOREA 215
11.4.3.1 Agriculture drones to be used for surveying farms and assessing crop losses 215
TABLE 183 UNMANNED AERIAL VEHICLES IN SOUTH KOREA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 216
TABLE 184 UNMANNED AERIAL VEHICLES IN SOUTH KOREA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 216
11.4.4 JAPAN 216
11.4.4.1 Rising adoption of advanced technology in Japan to drive market growth 216
TABLE 185 UNMANNED AERIAL VEHICLES IN JAPAN: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 217
TABLE 186 UNMANNED AERIAL VEHICLES IN JAPAN: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 217
11.4.5 AUSTRALIA 217
11.4.5.1 Usage of agriculture drones in different applications to boost demand in Australia 217
TABLE 187 UNMANNED AERIAL VEHICLES IN AUSTRALIA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 218
TABLE 188 UNMANNED AERIAL VEHICLES IN AUSTRALIA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 218
11.4.6 REST OF ASIA PACIFIC 218
TABLE 189 UNMANNED AERIAL VEHICLES IN REST OF ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 219
TABLE 190 UNMANNED AERIAL VEHICLES IN REST OF ASIA PACIFIC: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 219
11.5 SOUTH AMERICA 220
11.5.1 SOUTH AMERICA: RECESSION IMPACT 220
TABLE 191 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 221
TABLE 192 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 221
TABLE 193 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 221
TABLE 194 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 221
TABLE 195 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT 2018–2022 (USD MILLION) 222
TABLE 196 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION) 222
TABLE 197 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 222
TABLE 198 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 222
TABLE 199 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 223
TABLE 200 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 223
TABLE 201 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 223
TABLE 202 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 223
TABLE 203 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION) 224
TABLE 204 UNMANNED AERIAL VEHICLES IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 224
TABLE 205 MILKING ROBOTS IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 224
TABLE 206 MILKING ROBOTS IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 225
TABLE 207 MILKING ROBOTS IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION) 225
TABLE 208 MILKING ROBOTS IN SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 225
TABLE 209 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 225
TABLE 210 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 226
TABLE 211 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION) 226
TABLE 212 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION) 226
TABLE 213 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION) 226
TABLE 214 SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION) 227
11.5.2 BRAZIL 227
11.5.2.1 Rise in digital agriculture activities to drive market 227
TABLE 215 UNMANNED AERIAL VEHICLES IN BRAZIL: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 228
TABLE 216 UNMANNED AERIAL VEHICLES IN BRAZIL: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 228
11.5.3 ARGENTINA 228
11.5.3.1 Increase in public-private partnerships for agriculture innovations in Argentina to drive market growth 228
TABLE 217 UNMANNED AERIAL VEHICLES IN ARGENTINA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 229
TABLE 218 UNMANNED AERIAL VEHICLES IN ARGENTINA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 229
11.5.4 REST OF SOUTH AMERICA 229
TABLE 219 UNMANNED AERIAL VEHICLES IN REST OF SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 230
TABLE 220 UNMANNED AERIAL VEHICLES IN REST OF SOUTH AMERICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 230
11.6 REST OF THE WORLD 230
11.6.1 REST OF THE WORLD: RECESSION IMPACT 230
TABLE 221 ROW: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION) 231
TABLE 222 ROW: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION) 231
TABLE 223 UNMANNED AERIAL VEHICLE IN ROW: AGRICULTURE ROBOTS MARKET, BY REGION, 2018–2022 (USD MILLION) 231
TABLE 224 UNMANNED AERIAL VEHICLE IN ROW: AGRICULTURE ROBOTS MARKET, BY REGION, 2023–2028 (USD MILLION) 232
TABLE 225 ROW: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2018–2022 (USD MILLION) 232
TABLE 226 ROW: AGRICULTURE ROBOTS MARKET, BY FARMING ENVIRONMENT, 2023–2028 (USD MILLION) 232
TABLE 227 ROW: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 232
TABLE 228 ROW: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 233
TABLE 229 UNMANNED AERIAL VEHICLES IN ROW: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 233
TABLE 230 UNMANNED AERIAL VEHICLES IN ROW: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 233
TABLE 231 UNMANNED AERIAL VEHICLES IN ROW: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 233
TABLE 232 UNMANNED AERIAL VEHICLES IN ROW: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 234
TABLE 233 UNMANNED AERIAL VEHICLES IN ROW: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION) 234
TABLE 234 UNMANNED AERIAL VEHICLES IN ROW: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 234
TABLE 235 MILKING ROBOTS IN ROW: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 235
TABLE 236 MILKING ROBOTS IN ROW: AGRICULTURE ROBOTS MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 235
TABLE 237 MILKING ROBOTS IN ROW: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2018–2022 (USD MILLION) 235
TABLE 238 MILKING ROBOTS IN ROW: AGRICULTURE ROBOTS MARKET, BY HARDWARE, 2023–2028 (USD MILLION) 235
TABLE 239 ROW: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 236
TABLE 240 ROW: AGRICULTURE ROBOTS MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 236
TABLE 241 ROW: AGRICULTURE ROBOTS MARKET, BY END USE, 2018–2022 (USD MILLION) 236
TABLE 242 ROW: AGRICULTURE ROBOTS MARKET, BY END USE, 2023–2028 (USD MILLION) 237
TABLE 243 ROW: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2018–2022 (USD MILLION) 237
TABLE 244 ROW: AGRICULTURE ROBOTS MARKET, BY FARM PRODUCE, 2023–2028 (USD MILLION) 237
11.6.2 MIDDLE EAST 237
11.6.2.1 Growth in agriculture monitoring activities in Middle east to boost market 237
TABLE 245 UNMANNED AERIAL VEHICLES IN MIDDLE EAST: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 238
TABLE 246 UNMANNED AERIAL VEHICLES IN MIDDLE EAST: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 238
11.6.3 AFRICA 238
11.6.3.1 Increase in investments for agriculture innovations in Africa to drive market growth 238
TABLE 247 UNMANNED AERIAL VEHICLES IN AFRICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2018–2022 (USD MILLION) 239
TABLE 248 UNMANNED AERIAL VEHICLES IN AFRICA: AGRICULTURE ROBOTS MARKET, BY TYPE, 2023–2028 (USD MILLION) 239
12 COMPETITIVE LANDSCAPE 240
12.1 OVERVIEW 240
12.2 MARKET SHARE ANALYSIS, 2022 240
TABLE 249 AGRICULTURE ROBOTS MARKET: DEGREE OF COMPETITION (COMPETITIVE) 240
12.3 STRATEGIES ADOPTED BY KEY PLAYERS 241
TABLE 250 OVERVIEW OF STRATEGIES ADOPTED BY KEY MANUFACTURERS 241
12.4 REVENUE ANALYSIS OF KEY PLAYERS 243
FIGURE 43 REVENUE ANALYSIS OF KEY PLAYERS IN MARKET, 2018–2022 (USD BILLION) 243
12.5 COMPANY EVALUATION QUADRANT (KEY PLAYERS) 243
FIGURE 44 AGRICULTURE ROBOTS MARKET: GLOBAL SNAPSHOT OF KEY PARTICIPANTS, 2022 243
12.5.1 STARS 244
12.5.2 EMERGING LEADERS 244
12.5.3 PERVASIVE PLAYERS 244
12.5.4 PARTICIPANTS 244
FIGURE 45 AGRICULTURE ROBOTS MARKET: COMPANY EVALUATION QUADRANT, 2022 (KEY PLAYERS) 245
12.5.5 PRODUCT FOOTPRINT 245
TABLE 251 COMPANY FOOTPRINT, BY TYPE 245
TABLE 252 COMPANY FOOTPRINT, BY FARMING ENVIRONMENT 246
TABLE 253 COMPANY FOOTPRINT, BY REGION 247
TABLE 254 OVERALL COMPANY FOOTPRINT 247
12.6 AGRICULTURE ROBOTS MARKET: EVALUATION QUADRANT FOR STARTUPS/SMES, 2022 248
12.6.1 PROGRESSIVE COMPANIES 248
12.6.2 STARTING BLOCKS 248
12.6.3 RESPONSIVE COMPANIES 248
12.6.4 DYNAMIC COMPANIES 248
FIGURE 46 AGRICULTURE ROBOTS MARKET: COMPANY EVALUATION QUADRANT, 2022 (STARTUPS/SMES) 249
12.6.5 COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 249
TABLE 255 AGRICULTURE ROBOTS MARKET: DETAILED LIST OF KEY STARTUPS/SMES 249
12.7 COMPETITIVE SCENARIO 250
12.7.1 PRODUCT LAUNCHES 250
TABLE 256 AGRICULTURE ROBOTS MARKET: PRODUCT LAUNCHES 250
12.7.2 DEALS 253
TABLE 257 AGRICULTURE ROBOTS MARKET: DEALS 253
12.7.3 OTHERS 258
TABLE 258 AGRICULTURE ROBOTS MARKET: OTHERS 258
13 COMPANY PROFILES 260
13.1 KEY PLAYERS 260
(Business overview, Products offered, Recent developments, MnM view, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats)*
13.1.1 DEERE & COMPANY 260
TABLE 259 DEERE & COMPANY: BUSINESS OVERVIEW 260
FIGURE 47 DEERE & COMPANY: COMPANY SNAPSHOT 261
TABLE 260 DEERE & COMPANY: PRODUCTS/SOLUTIONS/SERVICES OFFERINGS 261
TABLE 261 DEERE & COMPANY: PRODUCT LAUNCHES 262
TABLE 262 DEERE & COMPANY: DEALS 262
TABLE 263 DEERE & COMPANY: OTHERS 263
13.1.2 DJI 265
TABLE 264 DJI: BUSINESS OVERVIEW 265
TABLE 265 DJI: PRODUCTS OFFERED 265
TABLE 266 DJI: PRODUCT LAUNCHES 266
TABLE 267 DJI: DEALS 267
13.1.3 CNH INDUSTRIAL NV 268
TABLE 268 CNH INDUSTRIAL NV: BUSINESS OVERVIEW 268
FIGURE 48 CNH INDUSTRIAL NV: COMPANY SNAPSHOT 269
TABLE 269 CNH INDUSTRIAL NV: PRODUCT/SOLUTIONS/SERVICES OFFERINGS 269
TABLE 270 CNH INDUSTRIAL NV: DEALS 270
13.1.4 AGCO CORPORATION 271
TABLE 271 AGCO CORPORATION: BUSINESS OVERVIEW 271
FIGURE 49 AGCO CORPORATION: COMPANY SNAPSHOT 272
TABLE 272 AGCO CORPORATION: PRODUCT/SOLUTIONS/SERVICES OFFERINGS 272
TABLE 273 AGCO CORPORATION: PRODUCT LAUNCHES 272
TABLE 274 AGCO CORPORATION: DEALS 273
TABLE 275 AGCO CORPORATION: OTHERS 274
13.1.5 DELAVAL 275
TABLE 276 DELAVAL: BUSINESS OVERVIEW 275
FIGURE 50 DELAVAL: COMPANY SNAPSHOT 276
TABLE 277 DELAVAL: PRODUCT/SOLUTIONS/SERVICES OFFERINGS 276
TABLE 278 DELAVAL: PRODUCT LAUNCHES 277
TABLE 279 DELAVAL: DEALS 278
TABLE 280 DELAVAL: OTHERS 278
13.1.6 TRIMBLE INC. 279
TABLE 281 TRIMBLE INC.: BUSINESS OVERVIEW 279
FIGURE 51 TRIMBLE INC.: COMPANY SNAPSHOT 280
TABLE 282 TRIMBLE INC.: PRODUCT LAUNCHES 282
TABLE 283 TRIMBLE INC.: DEALS 283
TABLE 284 TRIMBLE INC.: OTHERS 284
13.1.7 BOUMATIC ROBOTICS 285
TABLE 285 BOUMATIC ROBOTICS: BUSINESS OVERVIEW 285
TABLE 286 BOUMATIC ROBOTICS: PRODUCT/SOLUTIONS/SERVICES OFFERINGS 285
TABLE 287 BOUMATIC ROBOTICS: PRODUCT LAUNCHES 286
13.1.8 LELY 287
TABLE 288 LELY: BUSINESS OVERVIEW 287
TABLE 289 LELY: PRODUCT/SOLUTIONS/SERVICES OFFERINGS 287
TABLE 290 LELY: PRODUCT LAUNCHES 288
13.1.9 AGJUNCTION 289
TABLE 291 AGJUNCTION: BUSINESS OVERVIEW 289
FIGURE 52 AGJUNCTION: COMPANY SNAPSHOT 290
TABLE 292 AGJUNCTION: PRODUCT/SOLUTIONS/SERVICES OFFERINGS 290
TABLE 293 AGJUNCTION: PRODUCT LAUNCHES 291
TABLE 294 AGJUNCTION: DEALS 291
13.1.10 AGEAGLE AERIAL SYSTEMS INC. 293
TABLE 295 AGEAGLE AERIAL SYSTEMS INC.: BUSINESS OVERVIEW 293
TABLE 296 AGEAGLE AERIAL SYSTEMS INC.: PRODUCTS OFFERED 293
TABLE 297 AGEAGLE AERIAL SYSTEMS INC.: PRODUCT LAUNCHES 294
TABLE 298 AGEAGLE AERIAL SYSTEMS INC.: DEALS 294
TABLE 299 AGEAGLE AERIAL SYSTEMS INC.: OTHERS 296
13.1.11 YANMAR CO. 297
TABLE 300 YANMAR CO.: BUSINESS OVERVIEW 297
TABLE 301 YANMAR CO.: PRODUCT OFFERINGS 297
13.1.12 DEEPFIELD ROBOTICS 299
TABLE 302 DEEPFIELD ROBOTICS: BUSINESS OVERVIEW 299
TABLE 303 DEEPFIELD ROBOTICS: PRODUCT OFFERINGS 299
13.1.13 ECOROBOTIX 301
TABLE 304 ECOROBOTIX: BUSINESS OVERVIEW 301
TABLE 305 ECOROBOTIX: PRODUCT OFFERINGS 301
13.1.14 HARVEST AUTOMATION 302
TABLE 306 HARVEST AUTOMATION: BUSINESS OVERVIEW 302
TABLE 307 HARVEST AUTOMATION: PRODUCT OFFERINGS 302
13.1.15 NAÏO TECHNOLOGIES 303
TABLE 308 NAÏO TECHNOLOGIES: BUSINESS OVERVIEW 303
TABLE 309 NAÏO TECHNOLOGIES: PRODUCT OFFERINGS 303
13.2 OTHER PLAYERS 304
13.2.1 ROBOTICS PLUS 304
TABLE 310 ROBOTICS PLUS: BUSINESS OVERVIEW 304
TABLE 311 ROBOTICS PLUS: PRODUCT OFFERINGS 304
13.2.2 KUBOTA CORPORATION 306
TABLE 312 KUBOTA CORPORATION: BUSINESS OVERVIEW 306
TABLE 313 KUBOTA CORPORATION.: PRODUCT OFFERINGS 306
13.2.3 HARVEST CROO ROBOTICS 308
TABLE 314 HARVEST CROO ROBOTICS: BUSINESS OVERVIEW 308
TABLE 315 HARVEST CROO ROBOTICS: PRODUCT OFFERINGS 308
13.2.4 AUTONOMOUS TRACTOR CORPORATION 309
TABLE 316 AUTONOMOUS TRACTOR CORPORATION: BUSINESS OVERVIEW 309
TABLE 317 AUTONOMOUS TRACTOR CORPORATION.: PRODUCT OFFERINGS 309
13.2.5 CLEARPATH ROBOTICS, INC. 310
TABLE 318 CLEARPATH ROBOTICS, INC.: BUSINESS OVERVIEW 310
TABLE 319 CLEARPATH ROBOTICS, INC.: PRODUCT OFFERINGS 310
13.2.6 DRONEDEPLOY 312
TABLE 320 DRONEDEPLOY: BUSINESS OVERVIEW 312
13.2.7 AGROBOTS 313
TABLE 321 AGROBOTS: BUSINESS OVERVIEW 313
13.2.8 FFROBOTICS 314
TABLE 322 FFROBOTICS: BUSINESS OVERVIEW 314
13.2.9 FULLWOOD JOZ 315
TABLE 323 FULLWOOD JOZ: BUSINESS OVERVIEW 315
13.2.10 MONARCH TRACTOR 316
TABLE 324 MONARCH TRACTOR: BUSINESS OVERVIEW 316
*Details on Business overview, Products offered, Recent developments, MnM view, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.
14 ADJACENT & RELATED MARKETS 317
14.1 INTRODUCTION 317
TABLE 325 ADJACENT MARKETS TO AGRICULTURE ROBOTS MARKET 317
14.2 LIMITATIONS 317
14.3 SMART AGRICULTURE MARKET 317
14.3.1 MARKET DEFINITION 317
14.3.2 MARKET OVERVIEW 317
TABLE 326 SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE, 2017–2020 (USD MILLION) 318
TABLE 327 SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE, 2021–2026 (USD MILLION) 318
14.4 FARM MANAGEMENT SOFTWARE MARKET 319
14.4.1 MARKET DEFINITION 319
14.4.2 MARKET OVERVIEW 319
TABLE 328 FARM MANAGEMENT SOFTWARE MARKET, BY FARM PRODUCTION PLANNING, 2017–2020 (USD MILLION) 319
TABLE 329 FARM MANAGEMENT SOFTWARE MARKET, BY FARM PRODUCTION PLANNING, 2021–2026 (USD MILLION) 319
15 APPENDIX 320
15.1 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 324
15.2 CUSTOMIZATION OPTIONS 326
15.3 RELATED REPORTS 326
15.4 AUTHOR DETAILS 327
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