Table of Content

1    INTRODUCTION    38
1.1    STUDY OBJECTIVES    38
1.2    DEFINITION    38
1.2.1    AGRICULTURE DRONES MARKET: INCLUSIONS AND EXCLUSIONS    39
1.3    STUDY SCOPE    40
1.3.1    MARKETS COVERED    40
1.3.2    GEOGRAPHIC SCOPE    40
1.3.3    YEARS CONSIDERED    41
1.4    CURRENCY    41
1.5    LIMITATIONS    41
1.6    STAKEHOLDERS    42
1.7    SUMMARY OF CHANGES    42
2    RESEARCH METHODOLOGY    43
2.1    RESEARCH DATA    43
FIGURE 1    AGRICULTURE DRONES MARKET: RESEARCH DESIGN    43
2.1.1    SECONDARY DATA    44
2.1.1.1    Major secondary sources    44
2.1.1.2    Key data from secondary sources    45
2.1.2    PRIMARY DATA    45
2.1.2.1    Primary interviews with experts    45
2.1.2.2    Key data from primary sources    46
2.1.2.3    Key industry insights    46
2.1.2.4    Breakdown of primaries    47
2.1.3    SECONDARY AND PRIMARY RESEARCH    47
2.2    MARKET SIZE ESTIMATION    48
FIGURE 2    PROCESS FLOW    48
2.2.1    BOTTOM-UP APPROACH    49
FIGURE 3    MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 – BOTTOM-UP (DEMAND SIDE)—DEMAND FOR AGRICULTURE DRONES IN US    49
FIGURE 4    MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH    49
2.2.2    TOP-DOWN APPROACH    50
FIGURE 5    MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 2 (SUPPLY SIDE)— REVENUE GENERATED BY COMPANIES IN AGRICULTURE DRONES MARKET    50
FIGURE 6    MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH    51
FIGURE 7    MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH    51
2.3    MARKET SHARE ESTIMATION    51
2.4    MARKET BREAKDOWN AND DATA TRIANGULATION    52
FIGURE 8    MARKET BREAKDOWN AND DATA TRIANGULATION    52
2.5    RESEARCH ASSUMPTIONS    53
2.5.1    ASSUMPTIONS FOR RESEARCH STUDY    53
3    EXECUTIVE SUMMARY    54
3.1    REALISTIC SCENARIO    55
3.2    OPTIMISTIC SCENARIO    55
3.3    PESSIMISTIC SCENARIO    55
FIGURE 9    COVID-19 IMPACT: AGRICULTURE DRONES MARKET PROJECTION BY ADOPTING REALISTIC, OPTIMISTIC, AND PESSIMISTIC SCENARIOS    55
FIGURE 10    BY OFFERING, HARDWARE TO HOLD LARGER SHARE OF AGRICULTURE DRONES MARKET DURING FORECAST PERIOD    56
FIGURE 11    CAMERA SYSTEMS TO HOLD LARGEST SHARE OF AGRICULTURE DRONES MARKET DURING FORECAST PERIOD    57
FIGURE 12    AGRICULTURE DRONES MARKET FOR PRECISION FISH FARMING TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD    57
FIGURE 13    FIELD MAPPING TO CONTINUE TO HOLD LARGEST SHARE OF AGRICULTURE DRONES MARKET FOR PRECISION FARMING APPLICATIONS DURING FORECAST PERIOD    58
FIGURE 14    AGRICULTURE DRONES MARKET IN APAC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD    59
4    PREMIUM INSIGHTS    60
4.1    ATTRACTIVE OPPORTUNITIES IN AGRICULTURE DRONES MARKET    60
FIGURE 15    INCREASE IN VENTURE FUNDING DRIVING AGRICULTURE DRONES MARKET GROWTH    60
4.2    AGRICULTURE DRONES MARKET, BY FARMING ENVIRONMENT    60
FIGURE 16    OUTDOOR TO HOLD LARGER SHARE OF AGRICULTURE DRONES MARKET DURING FORECAST PERIOD    60
4.3    AGRICULTURE DRONES MARKET IN APAC,  BY APPLICATION AND COUNTRY    61
FIGURE 17    PRECISION FARMING TO HOLD LARGEST SHARE OF AGRICULTURE DRONES MARKET IN APAC IN 2020    61
4.4    AGRICULTURE DRONES MARKET, BY FARM PRODUCE    61
FIGURE 18    FRUITS & VEGETABLES TO HOLD LARGEST SIZE OF AGRICULTURE DRONES MARKET DURING FORECAST PERIOD    61
4.5    AGRICULTURE DRONES MARKET, BY COMPONENT    62
FIGURE 19    AGRICULTURE DRONES MARKET FOR NAVIGATION SYSTEMS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD    62
4.6    GEOGRAPHIC ANALYSIS OF AGRICULTURE DRONES MARKET    62
FIGURE 20    US HELD LARGEST SHARE OF AGRICULTURE DRONES MARKET IN 2019    62
5    MARKET OVERVIEW    63
5.1    INTRODUCTION    63
5.2    MARKET DYNAMICS    63
FIGURE 21    INCREASE IN VENTURE FUNDING FOR DEVELOPMENT OF AGRICULTURE DRONES AND AVAILABILITY OF SOFTWARE SOLUTIONS FOR FIELD SURVEY AND DATA ANALYTICS DRIVE GROWTH OF AGRICULTURE DRONES MARKET    63
5.2.1    DRIVERS    64
FIGURE 22    AGRICULTURE DRONES MARKET DRIVERS AND THEIR IMPACTS    64
5.2.1.1    Pressure on global food supply owing to growing world population    64
5.2.1.2    Increase in venture funding for development of agriculture drones    64
5.2.1.3    Availability of software solutions for field survey and data analytics    65
5.2.2    RESTRAINTS    65
FIGURE 23    AGRICULTURE DRONES MARKET RESTRAINTS AND THEIR IMPACTS    65
5.2.2.1    Security and safety concerns associated with civil and commercial application of drones    66
5.2.2.2    Air traffic management of commercial drones    66
5.2.3    OPPORTUNITIES    67
FIGURE 24    AGRICULTURE DRONES MARKET OPPORTUNITIES AND THEIR IMPACT    67
5.2.3.1    Exemptions by US Federal Aviation Administration for use of agriculture drones    67
5.2.3.2    Rising demand for drones in APAC countries    68
5.2.3.3    High adoption of aerial data collection tools in agriculture    68
5.2.4    CHALLENGES    69
FIGURE 25    AGRICULTURE DRONES MARKET CHALLENGES AND THEIR IMPACTS    69
5.2.4.1    Management of data collected by agriculture drones    69
5.2.4.2    Standardization of communication interfaces and protocols for precision agriculture    70
5.2.4.3    Lack of technical knowledge among farmers    70
5.2.4.4    Scarcity of trained pilots    70
5.2.4.5    Impact of COVID-19    70
5.3    VALUE CHAIN ANALYSIS    71
FIGURE 26    VALUE CHAIN ANALYSIS: MAJOR VALUE ADDED DURING RESEARCH & DEVELOPMENT AND MANUFACTURING PHASES    71
5.4    PATENT ANALYSIS    72
TABLE 1    PATENT REGISTRATIONS FOR AGRICULTURE DRONES    72
5.5    TECHNOLOGY TRENDS IN AGRICULTURE DRONES    72
5.5.1    CURRENT TECHNOLOGIES IN AGRICULTURE DRONES    72
5.5.2    FUTURE TECHNOLOGIES IN AGRICULTURE DRONES    73
6    AGRICULTURE DRONES MARKET, BY OFFERING    74
6.1    INTRODUCTION    75
TABLE 2    AGRICULTURE DRONES MARKET, BY OFFERING, 2016–2019 (USD MILLION)    75
TABLE 3    AGRICULTURE DRONES MARKET, BY OFFERING, 2020–2025 (USD MILLION)    75
FIGURE 27    AGRICULTURE DRONES MARKET FOR SOFTWARE AND SERVICES TO GROW AT HIGHER CAGR DURING FORECAST PERIOD    76
6.2    HARDWARE    76
TABLE 4    AGRICULTURE DRONES MARKET FOR HARDWARE, BY TYPE,
2016–2019 (USD MILLION)    76
TABLE 5    AGRICULTURE DRONES MARKET FOR HARDWARE, BY TYPE,
2020–2025 (USD MILLION)    76
TABLE 6    AGRICULTURE DRONES MARKET FOR HARDWARE, BY TYPE,
2016–2019 (UNITS)    77
TABLE 7    AGRICULTURE DRONES MARKET FOR HARDWARE, BY TYPE,
2020–2025 (UNITS)    77
TABLE 8    AGRICULTURE DRONES MARKET FOR HARDWARE, BY APPLICATION,  
2016–2019 (USD MILLION)    77
TABLE 9    AGRICULTURE DRONES MARKET FOR HARDWARE, BY APPLICATION,
2020–2025 (USD MILLION)    78
6.2.1    FIXED WING DRONES    78
6.2.1.1    Fixed wing drones likely to hold largest share of agriculture drones market for hardware in next five years    78
TABLE 10    AGRICULTURE DRONES MARKET FOR FIXED WING DRONES, BY COMPONENT, 2016–2019 (USD MILLION)    79
TABLE 11    AGRICULTURE DRONES MARKET FOR FIXED WING DRONES, BY COMPONENT, 2020–2025 (USD MILLION)    79
TABLE 12    AGRICULTURE DRONES MARKET FOR FIXED WING DRONES, BY APPLICATION, 2016–2019 (USD MILLION)    79
TABLE 13    AGRICULTURE DRONES MARKET FOR FIXED WING DRONES, BY APPLICATION, 2020–2025 (USD MILLION)    80
6.2.2    ROTARY BLADE DRONES    80
6.2.2.1    Precision farming to account for largest share of agriculture drones market for rotary blade drones in next five years    80
TABLE 14    AGRICULTURE DRONES MARKET FOR ROTARY BLADE DRONES,
BY COMPONENT, 2016–2019 (USD MILLION)    80
TABLE 15    AGRICULTURE DRONES MARKET FOR ROTARY BLADE DRONES,
BY COMPONENT, 2020–2025 (USD MILLION)    81
TABLE 16    AGRICULTURE DRONES MARKET FOR ROTARY BLADE DRONES,
BY APPLICATION, 2016–2019 (USD MILLION)    81
TABLE 17    AGRICULTURE DRONES MARKET FOR ROTARY BLADE DRONES,
BY APPLICATION, 2020–2025 (USD MILLION)    81
6.2.3    HYBRID DRONES    82
6.2.3.1    Hybrid drones to be used majorly for precision farming applications    82
TABLE 18    AGRICULTURE DRONES MARKET FOR HYBRID DRONES, BY COMPONENT, 2016–2019 (USD MILLION)    82
TABLE 19    AGRICULTURE DRONES MARKET FOR HYBRID DRONES, BY COMPONENT, 2020–2025 (USD MILLION)    83
TABLE 20    AGRICULTURE DRONES MARKET FOR HYBRID DRONES, BY APPLICATION, 2016–2019 (USD MILLION)    83
TABLE 21    AGRICULTURE DRONES MARKET FOR HYBRID DRONES, BY APPLICATION, 2020–2025 (USD MILLION)    83
6.3    SOFTWARE AND SERVICES    84
TABLE 22    AGRICULTURE DRONES MARKET FOR SOFTWARE AND SERVICES, BY TYPE,  2016–2019 (USD MILLION)    84
TABLE 23    AGRICULTURE DRONES MARKET FOR SOFTWARE AND SERVICES, BY TYPE,  2020–2025 (USD MILLION)    84
TABLE 24    AGRICULTURE DRONES MARKET FOR SOFTWARE AND SERVICES,
BY APPLICATION,  2016–2019 (USD MILLION)    85
TABLE 25    AGRICULTURE DRONES MARKET FOR SOFTWARE AND SERVICES,
BY APPLICATION,  2020–2025 (USD MILLION)    85
6.3.1    DATA MANAGEMENT SOFTWARE    85
6.3.1.1    Agriculture drones market for data management software to have highest growth for precision farming application during forecast period    85
TABLE 26    AGRICULTURE DRONES MARKET FOR DATA MANAGEMENT SOFTWARE,
BY APPLICATION, 2016–2019 (USD MILLION)    86
TABLE 27    AGRICULTURE DRONES MARKET FOR DATA MANAGEMENT SOFTWARE,
BY APPLICATION, 2020–2025 (USD MILLION)    86
6.3.2    IMAGING SOFTWARE    86
6.3.2.1    Precision farming to account for largest share of agriculture drones market for imaging software in next five years    86
TABLE 28    AGRICULTURE DRONES MARKET FOR IMAGING SOFTWARE, BY APPLICATION,  2016–2019 (USD MILLION)    87
TABLE 29    AGRICULTURE DRONES MARKET FOR IMAGING SOFTWARE, BY APPLICATION,  2020–2025 (USD MILLION)    87
6.3.3    DATA ANALYTICS SOFTWARE    87
6.3.3.1    Livestock monitoring to grow at highest CAGR of agriculture drones market for data analytics software during forecast period    87
TABLE 30    AGRICULTURE DRONES MARKET FOR DATA ANALYTICS SOFTWARE,
BY APPLICATION,  2016–2019 (USD MILLION)    88
TABLE 31    AGRICULTURE DRONES MARKET FOR DATA ANALYTICS SOFTWARE,
BY APPLICATION,  2020–2025 (USD MILLION)    88
6.3.4    OTHERS    88
6.3.4.1    Precision farming to grow at highest CAGR of agriculture drones market for other software and services during forecast period    88
TABLE 32    AGRICULTURE DRONES MARKET FOR OTHER SOFTWARE AND SERVICES,  
BY APPLICATION, 2016–2019 (USD MILLION)    89
TABLE 33    AGRICULTURE DRONES MARKET FOR OTHER SOFTWARE AND SERVICES,  
BY APPLICATION, 2020–2025 (USD MILLION)    89
6.4    IMPACT OF COVID-19 ON MARKETS FOR VARIOUS OFFERINGS    89
6.4.1    MOST IMPACTED OFFERING    89
FIGURE 28    IMPACT OF COVID-19 ON MARKET FOR HARDWARE OFFERING    89
7    AGRICULTURE DRONES MARKET, BY COMPONENT    91
7.1    INTRODUCTION    92
TABLE 34    AGRICULTURE DRONES MARKET, BY COMPONENT,
2016–2019 (USD MILLION)    92
TABLE 35    AGRICULTURE DRONES MARKET, BY COMPONENT,
2020–2025 (USD MILLION)    92
FIGURE 29    AGRICULTURE DRONES MARKET FOR NAVIGATION SYSTEMS TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD    93
7.2    FRAMES    93
7.2.1    FIXED WING DRONES TO ACCOUNT FOR LARGEST SHARE OF AGRICULTURE DRONES MARKET FOR FRAMES IN NEXT 5 YEARS    93
TABLE 36    AGRICULTURE DRONES MARKET FOR FRAMES, BY HARDWARE TYPE,  
2016–2019 (USD MILLION)    94
TABLE 37    AGRICULTURE DRONES MARKET FOR FRAMES, BY HARDWARE TYPE,  
2020–2025 (USD MILLION)    94
7.3    CONTROLLER SYSTEMS    94
7.3.1    CONTROLLER SYSTEMS TO EXHIBIT HIGH GROWTH RATE DURING FORECAST PERIOD    94
TABLE 38    AGRICULTURE DRONES MARKET FOR CONTROLLER SYSTEMS, BY HARDWARE TYPE, 2016–2019 (USD MILLION)    95
TABLE 39    AGRICULTURE DRONES MARKET FOR CONTROLLER SYSTEMS, BY HARDWARE TYPE, 2020–2025 (USD MILLION)    95
7.4    PROPULSION SYSTEMS    96
7.4.1    PROPULSIONS SYSTEMS TO HAVE HIGHEST ADOPTION IN HYBRID DRONES IN NEXT FIVE YEARS    96
TABLE 40    AGRICULTURE DRONES MARKET FOR PROPULSION SYSTEMS, BY HARDWARE TYPE, 2016–2019 (USD MILLION)    96
TABLE 41    AGRICULTURE DRONES MARKET FOR PROPULSION SYSTEMS, BY HARDWARE TYPE, 2020–2025 (USD MILLION)    96
7.5    CAMERA SYSTEMS    97
7.5.1    MULTISPECTRAL CAMERAS    97
7.5.1.1    Multispectral cameras to account for largest share of agriculture drones market for camera systems in next five years    97
7.5.2    IR CAMERAS    97
7.5.2.1    IR cameras to be majorly used for precision farming applications    97
7.5.3    THERMAL CAMERAS    97
7.5.3.1    Thermal cameras to have moderate growth in next five years    97
7.5.4    LIDAR CAMERAS    98
7.5.4.1    LIDAR cameras to have highest CAGR for agriculture drones market for camera systems during forecast period    98
7.5.5    OTHERS    98
7.5.5.1    High-resolution cameras to be used majorly for studying health of plants    98
TABLE 42    AGRICULTURE DRONES MARKET FOR CAMERA SYSTEMS, BY HARDWARE TYPE,  2016–2019 (USD MILLION)    98
TABLE 43    AGRICULTURE DRONES MARKET FOR CAMERA SYSTEMS, BY HARDWARE TYPE,  2020–2025 (USD MILLION)    99
TABLE 44    AGRICULTURE DRONES MARKET FOR CAMERA SYSTEMS, BY TYPE,  
2016–2019 (USD MILLION)    99
TABLE 45    AGRICULTURE DRONES MARKET FOR CAMERA SYSTEMS, BY TYPE,
 2020–2025 (USD MILLION)    99
7.6    NAVIGATION SYSTEMS    100
7.6.1    GLOBAL POSITIONING SYSTEM (GPS)    100
7.6.1.1    GPS to account for larger share of agriculture drones market for navigation systems in next five years    100
7.6.2    GEOGRAPHIC INFORMATION SYSTEM (GIS)    100
7.6.2.1    GPS to register higher CAGR for agriculture drones market for navigation systems during forecast period    100
TABLE 46    AGRICULTURE DRONES MARKET FOR NAVIGATION SYSTEMS, BY TYPE,  2016–2019 (USD MILLION)    100
TABLE 47    AGRICULTURE DRONES MARKET FOR NAVIGATION SYSTEMS, BY TYPE,  2020–2025 (USD MILLION)    101
TABLE 48    AGRICULTURE DRONES MARKET FOR NAVIGATION SYSTEMS, BY HARDWARE TYPE, 2016–2019 (USD MILLION)    101
TABLE 49    AGRICULTURE DRONES MARKET FOR NAVIGATION SYSTEMS, BY HARDWARE TYPE,  2020–2025 (USD MILLION)    101
7.7    BATTERIES    102
7.7.1    FIXED WING DRONES TO ACCOUNT FOR LARGEST SHARE OF AGRICULTURE DRONES MARKET FOR BATTERIES DURING FORECAST PERIOD    102
TABLE 50    AGRICULTURE DRONES MARKET FOR BATTERIES, BY HARDWARE TYPE,  2016–2019 (USD MILLION)    102
TABLE 51    AGRICULTURE DRONES MARKET FOR BATTERIES, BY HARDWARE TYPE,  2020–2025 (USD MILLION)    102
7.8    OTHERS    103
7.8.1    SPRAYERS AND SPRINKLERS TO BE KEY COMPONENTS IN AGRICULTURE DRONES TO BE USED IN APPLICATIONS SUCH AS CROP SPRAYING OR CROP SEEDING    103
TABLE 52    AGRICULTURE DRONES MARKET FOR OTHERS, BY HARDWARE TYPE,
 2016–2019 (USD MILLION)    103
TABLE 53    AGRICULTURE DRONES MARKET FOR OTHERS, BY HARDWARE TYPE,  
2020–2025 (USD MILLION)    103
8    AGRICULTURE DRONES MARKET, BY FARMING ENVIRONMENT    104
8.1    INTRODUCTION    105
TABLE 54    AGRICULTURE DRONES MARKET, BY FARMING ENVIRONMENT,
 2016–2019 (USD MILLION)    105
FIGURE 30    AGRICULTURE DRONES MARKET FOR INDOOR FARMING ENVIRONMENT TO GROW AT A HIGHER CAGR DURING FORECAST PERIOD    105
TABLE 55    AGRICULTURE DRONES MARKET, BY FARMING ENVIRONMENT,
  2020–2025 (USD MILLION)    105
TABLE 56    AGRICULTURE DRONES MARKET, BY FARMING ENVIRONMENT,
2016–2019 (UNITS)    106
TABLE 57    AGRICULTURE DRONES MARKET, BY FARMING ENVIRONMENT,
2020–2025 (UNITS)    106
8.2    OUTDOOR    107
8.2.1    ADOPTION OF AGRICULTURE DRONES FOR CROP SPRAYING AND VARIABLE RATE APPLICATION TO BE HIGH DURING FORECAST PERIOD    107
8.3    INDOOR    107
8.3.1    IN INDOOR ENVIRONMENT, DRONES ARE INCREASINGLY BEING USED FOR POLLINATION APPLICATIONS    107
9    AGRICULTURE DRONES MARKET, BY APPLICATION    108
9.1    INTRODUCTION    109
TABLE 58    AGRICULTURE DRONES MARKET, BY APPLICATION,
2016–2019 (USD MILLION)    109
TABLE 59    AGRICULTURE DRONES MARKET, BY APPLICATION,
 2020–2025 (USD MILLION)    109
TABLE 60    AGRICULTURE DRONES MARKET, BY APPLICATION, 2016–2019 (UNITS)    110
TABLE 61    AGRICULTURE DRONES MARKET, BY APPLICATION, 2020–2025 (UNITS)    110
FIGURE 31    AGRICULTURE DRONES MARKET FOR PRECISION FISH FARMING TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD    111
9.2    PRECISION FARMING    111
TABLE 62    AGRICULTURE DRONES MARKET FOR PRECISION FARMING, BY OFFERING,  2016–2019 (USD MILLION)    112
TABLE 63    AGRICULTURE DRONES MARKET FOR PRECISION FARMING, BY OFFERING,  2020–2025 (USD MILLION)    112
TABLE 64    AGRICULTURE DRONES MARKET FOR PRECISION FARMING, BY HARDWARE TYPE,  2016–2019 (USD MILLION)    112
TABLE 65    AGRICULTURE DRONES MARKET FOR PRECISION FARMING, BY HARDWARE TYPE,  2020–2025 (USD MILLION)    113
TABLE 66    AGRICULTURE DRONES MARKET FOR PRECISION FARMING, BY SOFTWARE AND SERVICE TYPE, 2016–2019 (USD MILLION)    113
TABLE 67    AGRICULTURE DRONES MARKET FOR PRECISION FARMING, BY SOFTWARE AND SERVICE TYPE, 2020–2025 (USD MILLION)    113
TABLE 68    AGRICULTURE DRONES MARKET FOR PRECISION FARMING, BY REGION,  2016–2019 (USD MILLION)    114
TABLE 69    AGRICULTURE DRONES MARKET FOR PRECISION FARMING, BY REGION,  2020–2025 (USD MILLION)    114
TABLE 70    AGRICULTURE DRONES MARKET FOR PRECISION FARMING IN NORTH AMERICA,  BY COUNTRY, 2016–2019 (USD MILLION)    114
TABLE 71    AGRICULTURE DRONES MARKET FOR PRECISION FARMING IN NORTH AMERICA,  BY COUNTRY, 2020–2025 (USD MILLION)    114
TABLE 72    AGRICULTURE DRONES MARKET FOR PRECISION FARMING IN EUROPE,
BY COUNTRY, 2016–2019 (USD MILLION)    115
TABLE 73    AGRICULTURE DRONES MARKET FOR PRECISION FARMING IN EUROPE,
BY COUNTRY, 2020–2025 (USD MILLION)    115
TABLE 74    AGRICULTURE DRONES MARKET FOR PRECISION FARMING IN APAC,
BY COUNTRY, 2016–2019 (USD MILLION)    115
TABLE 75    AGRICULTURE DRONES MARKET FOR PRECISION FARMING IN APAC,
 BY COUNTRY, 2020–2025 (USD MILLION)    116
TABLE 76    AGRICULTURE DRONES MARKET FOR PRECISION FARMING IN ROW,
BY REGION,  2016–2019 (USD MILLION)    116
TABLE 77    AGRICULTURE DRONES MARKET FOR PRECISION FARMING IN ROW,
BY REGION,  2020–2025 (USD MILLION)    116
TABLE 78    AGRICULTURE DRONES MARKET FOR PRECISION FARMING, BY APPLICATION TYPE, 2016–2019 (USD MILLION)    117
TABLE 79    AGRICULTURE DRONES MARKET FOR PRECISION FARMING, BY APPLICATION TYPE, 2020–2025 (USD MILLION)    117
9.2.1    FIELD MAPPING    117
9.2.1.1    Weed detection    118
9.2.1.1.1    Global research institutes undertaking sustained efforts to develop agriculture drones for detecting weeds    118
9.2.1.2    Plant counting    118
9.2.1.2.1    Startups developing and testing agriculture drones for counting crops    118
9.2.1.3    Crop health monitoring    119
9.2.1.3.1    Non-governmental organizations worldwide working on projects of crop health monitoring by using agriculture drones    119
9.2.1.4    Harvest season monitoring    119
9.2.1.4.1    Agriculture drones with payloads such as multispectral and thermal cameras helping farmers and agronomists to monitor crops throughout harvest season    119
9.2.1.5    Others    120
9.2.2    VARIABLE RATE APPLICATION    120
9.2.2.1    Several top players in agriculture drones market offering products for VRAs to maximize productivity    120
9.2.3    CROP SCOUTING    120
9.2.3.1    Farmers and agronomists using agriculture drones with normalized difference vegetative index (NDVI) or near-IR (NIR) sensors for crop scouting    120
9.2.4    CROP SPRAYING    121
9.2.4.1    Crop spraying to register highest CAGR of agriculture drones market for precision farming during forecast period    121
9.2.5    OTHERS    121
9.2.6    PRECISION FARMING CASE STUDY ANALYSIS    121
9.3    LIVESTOCK MONITORING    123
9.3.1    EUROPE TO ACCOUNT FOR LARGEST SHARE OF AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING DURING FORECAST PERIOD    123
TABLE 80    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING,
BY OFFERING,  2016–2019 (USD MILLION)    123
TABLE 81    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING,
BY OFFERING,  2020–2025 (USD MILLION)    123
TABLE 82    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING,
BY HARDWARE TYPE, 2016–2019 (USD MILLION)    123
TABLE 83    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING,
BY HARDWARE TYPE, 2020–2025 (USD MILLION)    124
TABLE 84    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING,
BY SOFTWARE AND SERVICE TYPE, 2016–2019 (USD MILLION)    124
TABLE 85    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING,
BY SOFTWARE AND SERVICE TYPE, 2020–2025 (USD MILLION)    124
TABLE 86    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING, BY REGION,  2016–2019 (USD MILLION)    124
TABLE 87    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING, BY REGION,  2020–2025 (USD MILLION)    125
TABLE 88    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING IN NORTH AMERICA,  BY COUNTRY, 2016–2019 (USD MILLION)    125
TABLE 89    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING IN NORTH AMERICA,  BY COUNTRY, 2020–2025 (USD MILLION)    125
TABLE 90    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING IN EUROPE, BY COUNTRY, 2016–2019 (USD MILLION)    125
TABLE 91    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING IN EUROPE, BY COUNTRY, 2020–2025 (USD MILLION)    126
TABLE 92    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING IN APAC,
BY COUNTRY, 2016–2019 (USD MILLION)    126
TABLE 93    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING IN APAC,
BY COUNTRY, 2020–2025 (USD MILLION)    126
TABLE 94    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING IN ROW,
 BY REGION,  2016–2019 (USD MILLION)    127
TABLE 95    AGRICULTURE DRONES MARKET FOR LIVESTOCK MONITORING IN ROW,
BY REGION,  2020–2025 (USD MILLION)    127
9.3.2    LIVESTOCK MONITORING CASE STUDY ANALYSIS    127
9.4    PRECISION FISH FARMING    127
9.4.1    IMAGING SOFTWARE TO HOLD LARGEST SHARE OF AGRICULTURE DRONES MARKET FOR PRECISION FISH FARMING IN NEXT FIVE YEARS    127
TABLE 96    AGRICULTURE DRONES MARKET FOR PRECISION FISH FARMING,
 BY OFFERING,  2016–2019 (USD MILLION)    128
TABLE 97    AGRICULTURE DRONES MARKET FOR PRECISION FISH FARMING,
BY OFFERING,  2020–2025 (USD MILLION)    128
TABLE 98    AGRICULTURE DRONES MARKET FOR PRECISION FISH FARMING,
 BY HARDWARE TYPE, 2016–2019 (USD MILLION)    128
TABLE 99    AGRICULTURE DRONES MARKET FOR PRECISION FISH FARMING,
BY HARDWARE TYPE, 2020–2025 (USD MILLION)    128
TABLE 100    AGRICULTURE DRONES MARKET FOR PRECISION FISH FARMING,
 BY SOFTWARE AND SERVICE TYPE, 2016–2019 (USD MILLION)    129
TABLE 101    AGRICULTURE DRONES MARKET FOR PRECISION FISH FARMING,
BY SOFTWARE AND SERVICE TYPE, 2020–2025 (USD MILLION)    129
TABLE 102    AGRICULTURE DRONES MARKET FOR PRECISION FISH FARMING, BY REGION,  2016–2019 (USD MILLION)    129
TABLE 103    AGRICULTURE DRONES MARKET FOR PRECISION FISH FARMING, BY REGION,  2020–2025 (USD MILLION)    130
9.4.2    PRECISION FISH FARMING CASE STUDY ANALYSIS    130
9.5    SMART GREENHOUSE    130
9.5.1    ROW TO REGISTER HIGHEST CAGR OF AGRICULTURE DRONES MARKET FOR SMART GREENHOUSE DURING FORECAST PERIOD    130
TABLE 104    AGRICULTURE DRONES MARKET FOR SMART GREENHOUSE, BY OFFERING,  2016–2019 (USD MILLION)    130
TABLE 105    AGRICULTURE DRONES MARKET FOR SMART GREENHOUSE, BY OFFERING,  2020–2025 (USD MILLION)    131
TABLE 106    AGRICULTURE DRONES MARKET FOR SMART GREENHOUSE, BY HARDWARE TYPE,  2016–2019 (USD MILLION)    131
TABLE 107    AGRICULTURE DRONES MARKET FOR SMART GREENHOUSE, BY HARDWARE TYPE,  2020–2025 (USD MILLION)    131
TABLE 108    AGRICULTURE DRONES MARKET FOR SMART GREENHOUSE, BY SOFTWARE AND SERVICE TYPE, 2016–2019 (USD MILLION)    131
TABLE 109    AGRICULTURE DRONES MARKET FOR SMART GREENHOUSE, BY SOFTWARE AND SERVICE TYPE, 2020–2025 (USD MILLION)    132
TABLE 110    AGRICULTURE DRONES MARKET FOR SMART GREENHOUSE, BY REGION,  2016–2019 (USD MILLION)    132
TABLE 111    AGRICULTURE DRONES MARKET FOR SMART GREENHOUSE, BY REGION,  2020–2025 (USD MILLION)    132
9.5.2    SMART GREENHOUSE CASE STUDY ANALYSIS    132
9.6    OTHERS    133
TABLE 112    AGRICULTURE DRONES MARKET FOR OTHERS, BY OFFERING,
 2016–2019 (USD MILLION)    133
TABLE 113    AGRICULTURE DRONES MARKET FOR OTHERS, BY OFFERING,
2020–2025 (USD MILLION)    133
TABLE 114    AGRICULTURE DRONES MARKET FOR OTHERS, BY HARDWARE TYPE,  
2016–2019 (USD MILLION)    133
TABLE 115    AGRICULTURE DRONES MARKET FOR OTHERS, BY HARDWARE TYPE,  
2020–2025 (USD MILLION)    133
TABLE 116    AGRICULTURE DRONES MARKET FOR OTHERS, BY SOFTWARE AND SERVICE TYPE, 2016–2019 (USD MILLION)    134
TABLE 117    AGRICULTURE DRONES MARKET FOR OTHERS, BY SOFTWARE AND SERVICE TYPE, 2020–2025 (USD MILLION)    134
TABLE 118    AGRICULTURE DRONES MARKET FOR OTHERS, BY REGION,
2016–2019 (USD MILLION)    134
TABLE 119    AGRICULTURE DRONES MARKET FOR OTHERS, BY REGION,
2020–2025 (USD MILLION)    134
9.6.1    OTHER APPLICATIONS CASE STUDY ANALYSIS    135
9.7    IMPACT OF COVID-19 ON AGRICULTURE DRONES MARKET FOR VARIOUS APPLICATIONS    135
9.7.1    LEAST IMPACTED APPLICATION    135
FIGURE 32    IMPACT OF COVID-19 ON MARKET FOR PRECISION FARMING APPLICATION    135
10    AGRICULTURE DRONES MARKET, BY FARM PRODUCE    137
10.1    INTRODUCTION    138
TABLE 120    AGRICULTURE DRONES MARKET, BY FARM PRODUCE,
2016–2019 (USD MILLION)    138
FIGURE 33    AGRICULTURE DRONES MARKET FOR DAIRY AND LIVESTOCK EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD    138
TABLE 121    AGRICULTURE DRONES MARKET, BY FARM PRODUCE,
2020–2025 (USD MILLION)    138
TABLE 122    AGRICULTURE DRONES MARKET, BY FARM PRODUCE, 2016–2019 (UNITS)    139
TABLE 123    AGRICULTURE DRONES MARKET, BY FARM PRODUCE, 2020–2025 (UNITS)    139
10.2    FRUITS AND VEGETABLES    140
10.2.1    AGRICULTURE DRONES ARE BEING USED TO ESTIMATE FRUIT PRODUCTION AND YIELD    140
10.3    FIELD CROPS    140
10.3.1    AGRICULTURE DRONES EQUIPPED WITH INFRARED, MULTISPECTRAL, AND HYPERSPECTRAL SENSORS CAN ANALYSE CROP HEALTH AND SOIL CONDITIONS PRECISELY AND ACCURATELY    140
10.4    DAIRY & LIVESTOCK    140
10.4.1    AGRICULTURE DRONES EQUIPPED WITH HIGH-DEFINITION CAMERAS AND THERMAL SENSING TECHNOLOGY ARE BEING WIDELY USED FOR LIVESTOCK MONITORING    140
10.5    OTHERS    141

11    AGRICULTURE DRONES MARKET, BY GEOGRAPHY    142
11.1    INTRODUCTION    143
FIGURE 34    AGRICULTURE DRONES MARKET: GEOGRAPHIC SNAPSHOT    143
TABLE 124    AGRICULTURE DRONES MARKET, BY REGION, 2016–2019 (USD MILLION)    143
TABLE 125    AGRICULTURE DRONES MARKET, BY REGION, 2020–2025 (USD MILLION)    144
TABLE 126    AGRICULTURE DRONES MARKET, BY REGION, 2016–2019 (UNITS)    144
TABLE 127    AGRICULTURE DRONES MARKET, BY REGION, 2020–2025 (UNITS)    144
11.2    NORTH AMERICA    145
FIGURE 35    NORTH AMERICA: AGRICULTURE DRONES MARKET SNAPSHOT    145
TABLE 128    AGRICULTURE DRONES MARKET IN NORTH AMERICA, BY APPLICATION,  2016–2019 (USD MILLION)    146
TABLE 129    AGRICULTURE DRONES MARKET IN NORTH AMERICA, BY APPLICATION,  2020–2025 (USD MILLION)    146
TABLE 130    AGRICULTURE DRONES MARKET IN NORTH AMERICA, BY FARM PRODUCE,  2016–2019 (USD MILLION)    146
TABLE 131    AGRICULTURE DRONES MARKET IN NORTH AMERICA, BY FARM PRODUCE,  2020–2025 (USD MILLION)    147
TABLE 132    AGRICULTURE DRONES MARKET IN NORTH AMERICA, BY FARMING ENVIRONMENT, 2016–2019 (USD MILLION)    147
TABLE 133    AGRICULTURE DRONES MARKET IN NORTH AMERICA, BY FARMING ENVIRONMENT, 2020–2025 (USD MILLION)    147
TABLE 134    AGRICULTURE DRONES MARKET IN NORTH AMERICA, BY OFFERING,
 2016–2019 (USD MILLION)    147
TABLE 135    AGRICULTURE DRONES MARKET IN NORTH AMERICA, BY OFFERING,
 2020–2025 (USD MILLION)    148
TABLE 136    AGRICULTURE DRONES MARKET IN NORTH AMERICA, BY HARDWARE TYPE,  2016–2019 (USD MILLION)    148
TABLE 137    AGRICULTURE DRONES MARKET IN NORTH AMERICA, BY HARDWARE TYPE,  2020–2025 (USD MILLION)    148
TABLE 138    AGRICULTURE DRONES MARKET IN NORTH AMERICA, BY SOFTWARE & SERVICES TYPE, 2016–2019 (USD MILLION)    148
TABLE 139    AGRICULTURE DRONES MARKET IN NORTH AMERICA, BY SOFTWARE &SERVICES TYPE, 2020–2025 (USD MILLION)    149
TABLE 140    AGRICULTURE DRONES MARKET IN NORTH AMERICA, BY COUNTRY,
 2016–2019 (USD MILLION)    149
TABLE 141    AGRICULTURE DRONES MARKET IN NORTH AMERICA, BY COUNTRY,  
2020–2025 (USD MILLION)    149
11.2.1    US    149
11.2.1.1    US to account for largest share of agriculture drones market in North America during forecast period    149
11.2.1.2    Regulations for commercial drones in the US    150
TABLE 142    AGRICULTURE DRONES MARKET IN US, BY HARDWARE TYPE,
2016–2019 (USD MILLION)    150
TABLE 143    AGRICULTURE DRONES MARKET IN US, BY HARDWARE TYPE,
2020–2025 (USD MILLION)    150
11.2.2    CANADA    150
11.2.2.1    Constant enhancements and developments in precision farming practices driving agriculture drones market growth in Canada    150
11.2.2.2    Regulations for commercial drones in Canada    151
TABLE 144    AGRICULTURE DRONES MARKET IN CANADA, BY HARDWARE TYPE,  
2016–2019 (USD MILLION)    151
TABLE 145    AGRICULTURE DRONES MARKET IN CANADA, BY HARDWARE TYPE,
 2020–2025 (USD MILLION)    151
11.2.3    MEXICO    151
11.2.3.1    Mexico to register highest CAGR of agriculture drones market in North America during forecast period    151
11.2.3.2    Regulations for commercial drones in Mexico    152
11.3    EUROPE    152
FIGURE 36    EUROPE: AGRICULTURE DRONES MARKET SNAPSHOT    152
TABLE 146    AGRICULTURE DRONES MARKET IN EUROPE, BY APPLICATION,  
2016–2019 (USD MILLION)    153
TABLE 147    AGRICULTURE DRONES MARKET IN EUROPE, BY APPLICATION,  
2020–2025 (USD MILLION)    153
TABLE 148    AGRICULTURE DRONES MARKET IN EUROPE, BY FARM PRODUCE,  
2016–2019 (USD MILLION)    153
TABLE 149    AGRICULTURE DRONES MARKET IN EUROPE, BY FARM PRODUCE,  
2020–2025 (USD MILLION)    154
TABLE 150    AGRICULTURE DRONES MARKET IN EUROPE, BY FARMING ENVIRONMENT,  2016–2019 (USD MILLION)    154
TABLE 151    AGRICULTURE DRONES MARKET IN EUROPE, BY FARMING ENVIRONMENT,  2020–2025 (USD MILLION)    154
TABLE 152    AGRICULTURE DRONES MARKET IN EUROPE, BY OFFERING,
2016–2019 (USD MILLION)    154
TABLE 153    AGRICULTURE DRONES MARKET IN EUROPE, BY OFFERING,
2020–2025 (USD MILLION)    155
TABLE 154    AGRICULTURE DRONES MARKET IN EUROPE, BY HARDWARE TYPE,  
2016–2019 (USD MILLION)    155
TABLE 155    AGRICULTURE DRONES MARKET IN EUROPE, BY HARDWARE TYPE,  
2020–2025 (USD MILLION)    155
TABLE 156    AGRICULTURE DRONES MARKET IN EUROPE, BY SOFTWARE & SERVICES TYPE,  2016–2019 (USD MILLION)    155
TABLE 157    AGRICULTURE DRONES MARKET IN EUROPE, BY SOFTWARE & SERVICES TYPE,  2020–2025 (USD MILLION)    156
TABLE 158    AGRICULTURE DRONES MARKET IN EUROPE, BY COUNTRY,
2016–2019 (USD MILLION)    156
TABLE 159    AGRICULTURE DRONES MARKET IN EUROPE, BY COUNTRY,
2020–2025 (USD MILLION)    156
11.3.1    UK    157
11.3.1.1    UK to register highest CAGR of agriculture drones market in Europe during forecast period    157
11.3.1.2    Regulations for commercial drones in UK    157
TABLE 160    AGRICULTURE DRONES MARKET IN UK, BY HARDWARE TYPE,
2016–2019 (USD MILLION)    157
TABLE 161    AGRICULTURE DRONES MARKET IN UK, BY HARDWARE TYPE,
2020–2025 (USD MILLION)    157
11.3.2    GERMANY    158
11.3.2.1    High adoption rate of agriculture drones for livestock monitoring in Germany    158
11.3.2.2    Regulations for commercial drones in Germany    158
TABLE 162    AGRICULTURE DRONES MARKET IN GERMANY, BY HARDWARE TYPE,  
2016–2019 (USD MILLION)    158
TABLE 163    AGRICULTURE DRONES MARKET IN GERMANY, BY HARDWARE TYPE,  
2020–2025 (USD MILLION)    158
11.3.3    FRANCE    159
11.3.3.1    France to hold the largest share of agriculture drones market in Europe during forecast period    159
11.3.3.2    Regulations for commercial drones in France    159
TABLE 164    AGRICULTURE DRONES MARKET IN FRANCE, BY HARDWARE TYPE,  
2016–2019 (USD MILLION)    159
TABLE 165    AGRICULTURE DRONES MARKET IN FRANCE, BY HARDWARE TYPE,  
2020–2025 (USD MILLION)    159
11.3.4    ITALY    160
11.3.4.1    Agriculture drones being employed for insurance of crops or farmlands in Italy    160
11.3.4.2    Regulations for commercial drones in Italy    160
TABLE 166    AGRICULTURE DRONES MARKET IN ITALY, BY HARDWARE TYPE,  
2016–2019 (USD MILLION)    160
TABLE 167    AGRICULTURE DRONES MARKET IN ITALY, BY HARDWARE TYPE,  
2020–2025 (USD MILLION)    160
11.3.5    SPAIN    161
11.3.5.1    Agriculture drones being used to create weed infestation maps for farmers in Spain    161
11.3.5.2    Regulations for commercial drones in Spain    161
TABLE 168    AGRICULTURE DRONES MARKET IN SPAIN, BY HARDWARE TYPE,  
2016–2019 (USD MILLION)    161
TABLE 169    AGRICULTURE DRONES MARKET IN SPAIN, BY HARDWARE TYPE,
 2020–2025 (USD MILLION)    161
11.3.6    REST OF EUROPE    162
11.4    ASIA PACIFIC    162
FIGURE 37    APAC: AGRICULTURE DRONES MARKET SNAPSHOT    162
TABLE 170    AGRICULTURE DRONES MARKET IN APAC, BY APPLICATION,
2016–2019 (USD MILLION)    163
TABLE 171    AGRICULTURE DRONES MARKET IN APAC, BY APPLICATION,
2020–2025 (USD MILLION)    163
TABLE 172    AGRICULTURE DRONES MARKET IN APAC, BY FARM PRODUCE,  
2016–2019 (USD MILLION)    163
TABLE 173    AGRICULTURE DRONES MARKET IN APAC, BY FARM PRODUCE,  
2020–2025 (USD MILLION)    163
TABLE 174    AGRICULTURE DRONES MARKET IN APAC, BY FARMING ENVIRONMENT,  2016–2019 (USD MILLION)    164
TABLE 175    AGRICULTURE DRONES MARKET IN APAC, BY FARMING ENVIRONMENT,  2020–2025 (USD MILLION)    164
TABLE 176    AGRICULTURE DRONES MARKET IN APAC, BY OFFERING,
2016–2019 (USD MILLION)    164
TABLE 177    AGRICULTURE DRONES MARKET IN APAC, BY OFFERING,
2020–2025 (USD MILLION)    164
TABLE 178    AGRICULTURE DRONES MARKET IN APAC, BY HARDWARE TYPE,  
2016–2019 (USD MILLION)    164
TABLE 179    AGRICULTURE DRONES MARKET IN APAC, BY HARDWARE TYPE,
 2020–2025 (USD MILLION)    165
TABLE 180    AGRICULTURE DRONES MARKET IN APAC, BY SOFTWARE & SERVICES TYPE,  2016–2019 (USD MILLION)    165
TABLE 181    AGRICULTURE DRONES MARKET IN APAC, BY SOFTWARE & SERVICES TYPE,  2020–2025 (USD MILLION)    165
TABLE 182    AGRICULTURE DRONES MARKET IN APAC, BY COUNTRY,
2016–2019 (USD MILLION)    166
TABLE 183    AGRICULTURE DRONES MARKET IN APAC, BY COUNTRY,
2020–2025 (USD MILLION)    166
11.4.1    CHINA    166
11.4.1.1    China to register highest CAGR of agriculture drones market in APAC during forecast period    166
11.4.1.2    Regulations for commercial drones in China    167
TABLE 184    AGRICULTURE DRONES MARKET IN CHINA, BY HARDWARE TYPE,
  2016–2019 (USD MILLION)    167
TABLE 185    AGRICULTURE DRONES MARKET IN CHINA, BY HARDWARE TYPE,  
2020–2025 (USD MILLION)    167
11.4.2    JAPAN    167
11.4.2.1    Japan to hold second-largest share of agriculture drones market in APAC during forecast period    167
11.4.2.2    Regulations for commercial drones in Japan    168
TABLE 186    AGRICULTURE DRONES MARKET IN JAPAN, BY HARDWARE TYPE,  
2016–2019 (USD MILLION)    168
TABLE 187    AGRICULTURE DRONES MARKET IN JAPAN, BY HARDWARE TYPE,  
2020–2025 (USD MILLION)    168
11.4.3    INDIA    169
11.4.3.1    Agriculture drones being used in India for surveying farms and assessing crop losses    169
11.4.3.2    Regulations for commercial drones in India    170
TABLE 188    AGRICULTURE DRONES MARKET IN INDIA, BY HARDWARE TYPE,  
2016–2019 (USD MILLION)    170
TABLE 189    AGRICULTURE DRONES MARKET IN INDIA, BY HARDWARE TYPE,  
2020–2025 (USD MILLION)    170
11.4.4    AUSTRALIA    170
11.4.4.1    Agriculture drones being used in Australia for spraying herbicides    170
11.4.4.2    Regulations for commercial drones in Australia    171
TABLE 190    AGRICULTURE DRONES MARKET IN AUSTRALIA, BY HARDWARE TYPE,  
2016–2019 (USD MILLION)    171
TABLE 191    AGRICULTURE DRONES MARKET IN AUSTRALIA, BY HARDWARE TYPE,  
2020–2025 (USD MILLION)    171
11.4.5    NEW ZEALAND    172
11.4.5.1    Agriculture drones being used in New Zealand for monitoring dairy herds and pastures    172
11.4.5.2    Regulations for commercial drones in Australia    172
TABLE 192    AGRICULTURE DRONES MARKET IN NEW ZEALAND, BY HARDWARE TYPE,  2016–2019 (USD MILLION)    172
TABLE 193    AGRICULTURE DRONES MARKET IN NEW ZEALAND, BY HARDWARE TYPE,  2020–2025 (USD MILLION)    172
11.4.6    REST OF APAC    172
11.5    REST OF THE WORLD    173
TABLE 194    AGRICULTURE DRONES MARKET IN ROW, BY APPLICATION,
2016–2019 (USD MILLION)    173
TABLE 195    AGRICULTURE DRONES MARKET IN ROW, BY APPLICATION,
2020–2025 (USD MILLION)    173
TABLE 196    AGRICULTURE DRONES MARKET IN ROW, BY FARM PRODUCE,  
2016–2019 (USD MILLION)    173
TABLE 197    AGRICULTURE DRONES MARKET IN ROW, BY FARM PRODUCE,  
2020–2025 (USD MILLION)    174
TABLE 198    AGRICULTURE DRONES MARKET IN ROW, BY FARMING ENVIRONMENT,  2016–2019 (USD MILLION)    174
TABLE 199    AGRICULTURE DRONES MARKET IN ROW, BY FARMING ENVIRONMENT,  2020–2025 (USD MILLION)    174
TABLE 200    AGRICULTURE DRONES MARKET IN ROW, BY OFFERING,
2016–2019 (USD MILLION)    174
TABLE 201    AGRICULTURE DRONES MARKET IN ROW, BY OFFERING,
2020–2025 (USD MILLION)    175
TABLE 202    AGRICULTURE DRONES MARKET IN ROW, BY HARDWARE TYPE,
 2016–2019 (USD MILLION)    175
TABLE 203    AGRICULTURE DRONES MARKET IN ROW, BY HARDWARE TYPE,  
2020–2025 (USD MILLION)    175
TABLE 204    AGRICULTURE DRONES MARKET IN ROW, BY SOFTWARE &SERVICES TYPE,  2016–2019 (USD MILLION)    175
TABLE 205    AGRICULTURE DRONES MARKET IN ROW, BY SOFTWARE & SERVICES TYPE,  2020–2025 (USD MILLION)    176
TABLE 206    AGRICULTURE DRONES MARKET IN ROW, BY REGION,
2016–2019 (USD MILLION)    176
TABLE 207    AGRICULTURE DRONES MARKET IN ROW, BY REGION,
2020–2025 (USD MILLION)    176
11.5.1    SOUTH AMERICA    176
11.5.1.1    South America to account for larger share of agriculture drones market in RoW during forecast period    176
11.5.1.2    Regulations for commercial drones in Brazil    177
TABLE 208    AGRICULTURE DRONES MARKET IN SOUTH AMERICA, BY HARDWARE TYPE,  2016–2019 (USD MILLION)    177
TABLE 209    AGRICULTURE DRONES MARKET IN SOUTH AMERICA, BY HARDWARE TYPE,  2020–2025 (USD MILLION)    177
11.5.2    MIDDLE EAST AND AFRICA    178
11.5.2.1    South America to register highest CAGR of agriculture drones market in RoW during forecast period    178
11.5.2.2    Regulations for commercial drones in South Africa    178
TABLE 210    AGRICULTURE DRONES MARKET IN MIDDLE EAST & AFRICA, BY HARDWARE TYPE,  2016–2019 (USD MILLION)    178
TABLE 211    AGRICULTURE DRONES MARKET IN MIDDLE EAST & AFRICA, BY HARDWARE TYPE,  2020–2025 (USD MILLION)    179
11.6    IMPACT OF COVID-19 ON AGRICULTURE DRONES MARKET IN VARIOUS REGIONS    179
11.6.1    REGIONS IN WHICH AGRICULTURE DRONES MARKET MIGHT BE HIGHLY IMPACTED    179
FIGURE 38    IMPACT OF COVID-19 ON MARKET IN ROW    179
12    AGRICULTURE DRONES MARKET, BY RANGE    180
12.1    INTRODUCTION    180
12.2    VISUAL LINE OF SIGHT (VLOS)    180
12.3    BEYOND VISUAL LINE OF SIGHT (BVLOS)    180
13    AGRICULTURE DRONES MARKET, BY FARM SIZE    182
13.1    INTRODUCTION    182
13.2    SMALL FARMS    182
13.3    MID-SIZED FARMS    182
13.4    LARGE FARMS    183
14    COMPETITIVE LANDSCAPE    184
14.1    OVERVIEW    184
FIGURE 39    AGRICULTURE DRONES MARKET PLAYERS MAINLY ADOPTED ORGANIC GROWTH STRATEGIES FROM JANUARY 2018 TO JUNE 2020    184
14.2    MARKET SHARE ANALYSIS    185
FIGURE 40    MARKET SHARE OF TOP 5 PLAYERS IN AGRICULTURE DRONES MARKET, 2019    185
14.3    COMPETITIVE LEADERSHIP MAPPING    185
14.3.1    VISIONARY LEADERS    185
14.3.2    DYNAMIC DIFFERENTIATORS    185
14.3.3    INNOVATORS    186
14.3.4    EMERGING COMPANIES    186
FIGURE 41    AGRICULTURE DRONES MARKET (GLOBAL)  COMPETITIVE LEADERSHIP MAPPING, 2019    186
14.4    STRENGTH OF PRODUCT PORTFOLIO    187
FIGURE 42    PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN AGRICULTURE DRONES MARKET    187
14.5    BUSINESS STRATEGY EXCELLENCE    188
FIGURE 43    BUSINESS STRATEGY EXCELLENCE OF TOP PLAYERS IN AGRICULTURE DRONES MARKET    188
14.6    MARKET PLAYER RANKING ANALYSIS    189
FIGURE 44    TOP 5 PLAYERS IN THE AGRICULTURE DRONES MARKET, 2019    189
14.7    COMPETITIVE SCENARIO    189
FIGURE 45    EVALUATION FRAMEWORK: AGRICULTURE DRONES MARKET    189
14.7.1    PRODUCT LAUNCHES AND PRODUCT DEVELOPMENTS    190
TABLE 212    15 MOST RECENT PRODUCT LAUNCHES AND PRODUCT DEVELOPMENTS IN AGRICULTURE DRONES MARKET    190
14.7.2    ACQUISITIONS, COLLABORATIONS, AND PARTNERSHIPS    191
TABLE 213    10 MOST RECENT ACQUISITIONS, COLLABORATIONS, AND PARTNERSHIPS IN AGRICULTURE DRONES MARKET    191
15    COMPANY PROFILES    193
15.1    INTRODUCTION    193
15.2    KEY PLAYERS    194
(Business overview, Products and services, Recent developments, SWOT analysis, and MnM view)*
15.2.1    DJI    194
15.2.2    PRECISIONHAWK    197
15.2.3    TRIMBLE INC.    200
FIGURE 46    TRIMBLE INC.: COMPANY SNAPSHOT    200
15.2.4    PARROT    203
FIGURE 47    PARROT: COMPANY SNAPSHOT    203
15.2.5    AEROVIRONMENT, INC.    205
FIGURE 48    AEROVIRONMENT, INC.: COMPANY SNAPSHOT    205
15.2.6    YAMAHA MOTOR CO., LTD.    207
FIGURE 49    YAMAHA MOTOR CO., LTD.: COMPANY SNAPSHOT    207
15.2.7    AGEAGLE AERIAL SYSTEMS INC.    209
FIGURE 50    AGEAGLE AERIAL SYSTEMS INC.: COMPANY SNAPSHOT    209
15.2.8    DRONEDEPLOY    211
15.2.9    3DR    212
15.2.10    SENTERA, INC.    214
15.3    RIGHT TO WIN    216
15.4    OTHER KEY PLAYERS    217
15.4.1    OPTIM CORPORATION    217
15.4.2    MICRODRONES    218
15.4.3    INSITU PACIFIC PTY LTD    218
15.4.4    DELAIR    219
15.4.5    HONEYCOMB CORPORATION    219
15.4.6    MICASENSE, INC.    220
15.4.7    PIX4D SA    220
15.4.8    SENSEFLY    221
15.4.9    ALTI    221
15.4.10    LOCKHEED MARTIN CORP.    222
15.4.11    GAMAYA    222
15.4.12    ATMOS UAV    223
15.4.13    SKYX    223
15.4.14    SLANTRANGE, INC.    224
15.4.15    NILEWORKS INC.    224
*Details on Business overview, Products and services, Recent developments, SWOT analysis, and MnM view might not be captured in case of unlisted companies.
16    AGRICULTURE DRONES MARKET: ADJACENT AND RELATED MARKETS    225
16.1    INTRODUCTION    225
16.2    LIMITATIONS    225
16.3    AGRICULTURE DRONES ECOSYSTEM AND INTERCONNECTED MARKETS    225
16.4    PRECISION FARMING MARKET    226
16.4.1    MARKET DEFINITION    226
16.4.2    MARKET OVERVIEW    226
16.4.3    PRECISION FARMING MARKET, BY OFFERING (HARDWARE, SOFTWARE, AND SERVICES)    227
TABLE 214    PRECISION FARMING MARKET, BY OFFERING, 2017–2025 (USD MILLION)    227
16.4.4    PRECISION FARMING MARKET, BY TECHNOLOGY    228
TABLE 215    PRECISION FARMING MARKET, BY TECHNOLOGY,
2017–2025 (USD MILLION)    228
16.4.5    PRECISION FARMING MARKET, BY APPLICATION    229
TABLE 216    PRECISION FARMING MARKET, BY APPLICATION, 2017–2025 (USD MILLION)    229
16.4.5.1    Yield monitoring    229
TABLE 217    PRECISION FARMING MARKET FOR YIELD MONITORING APPLICATION,
BY OFFERING, 2017–2025 (USD MILLION)    230
16.4.5.2    Crop scouting    230
TABLE 218    PRECISION FARMING MARKET FOR CROP SCOUTING APPLICATION,
BY OFFERING,  2017–2025 (USD MILLION)    230
16.4.5.3    Field mapping    231
TABLE 219    PRECISION FARMING MARKET FOR FIELD MAPPING APPLICATION,
BY OFFERING,  2017–2025 (USD MILLION)    231
16.4.5.4    Variable-rate application    231
TABLE 220    PRECISION FARMING MARKET FOR VARIABLE RATE APPLICATION,
 BY OFFERING, 2017–2025 (USD MILLION)    231
16.4.5.5    Weather tracking & forecasting    232
TABLE 221    PRECISION FARMING MARKET FOR WEATHER TRACKING AND FORECASTING APPLICATION, BY OFFERING, 2017–2025 (USD MILLION)    232
16.4.5.6    Inventory management    232
TABLE 222    PRECISION FARMING MARKET FOR INVENTORY MANAGEMENT APPLICATION, BY OFFERING, 2017–2025 (USD MILLION)    233
16.4.5.7    Farm labor management    233
TABLE 223    PRECISION FARMING MARKET FOR FARM LABOR MANAGEMENT APPLICATION,  BY OFFERING, 2017–2025 (USD MILLION)    233
16.4.5.8    Financial management    234
TABLE 224    PRECISION FARMING MARKET FOR FINANCIAL MANAGEMENT APPLICATION,  BY OFFERING, 2017–2025 (USD MILLION)    234
16.4.5.9    Others    234
TABLE 225    PRECISION FARMING MARKET FOR OTHER APPLICATIONS, BY OFFERING, 2017–2025 (USD MILLION)    234
16.4.6    PRECISION FARMING MARKET, BY REGION    235
TABLE 226    PRECISION FARMING MARKET, BY REGION, 2017–2025 (USD MILLION)    235
16.4.6.1    Americas    235
TABLE 227    PRECISION FARMING MARKET IN AMERICAS, BY APPLICATION,  
2017–2025 (USD MILLION)    236
16.4.6.2    Europe    236
TABLE 228    PRECISION FARMING MARKET IN EUROPE, BY APPLICATION,
2017–2025 (USD MILLION)    237
16.4.6.3    APAC    237
TABLE 229    PRECISION FARMING MARKET IN APAC, BY APPLICATION,
 2017–2025 (USD MILLION)    237
16.4.6.4    RoW    238
TABLE 230    PRECISION FARMING MARKET IN ROW, BY APPLICATION,
2017–2025 (USD MILLION)    238
16.5    SMART AGRICULTURE MARKET    238
16.5.1    MARKET DEFINITION    238
16.5.2    MARKET OVERVIEW    239
16.5.3    SMART AGRICULTURE MARKET, BY OFFERING    240
TABLE 231    SMART AGRICULTURE MARKET, BY OFFERING, 2017–2025 (USD MILLION)    240
16.5.4    SMART AGRICULTURE MARKET, BY TYPE    240
TABLE 232    SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE,
2017–2025 (USD MILLION)    240
16.5.5    SMART AGRICULTURE MARKET, BY APPLICATION    241
TABLE 233    SMART AGRICULTURE MARKET, BY APPLICATION,
2017–2025 (USD MILLION)    241
16.5.5.1    Precision farming applications    241
TABLE 234    PRECISION FARMING MARKET, BY APPLICATION, 2017–2025 (USD MILLION)    242
16.5.5.2    Precision forestry applications    242
TABLE 235    PRECISION FORESTRY MARKET, BY APPLICATION,
2017–2025 (USD MILLION)    243
16.5.5.3    Precision aquaculture applications    243
TABLE 236    PRECISION AQUACULTURE MARKET, BY APPLICATION,
2017–2025 (USD MILLION)    243
16.5.5.4    Smart greenhouse applications    244
TABLE 237    SMART GREENHOUSE MARKET, BY APPLICATION,
 2017–2025 (USD MILLION)    244
16.5.5.5    Others    244
16.5.6    SMART AGRICULTURE MARKET, BY FARM SIZE    244
TABLE 238    SMART AGRICULTURE MARKET, BY FARM SIZE, 2017–2025 (USD MILLION)    244
16.5.7    SMART AGRICULTURE MARKET, BY REGION    245
TABLE 239    SMART AGRICULTURE MARKET, BY REGION, 2017–2025 (USD MILLION)    245
16.5.7.1    Americas    246
TABLE 240    SMART AGRICULTURE MARKET IN AMERICAS, BY AGRICULTURE TYPE,  2017–2025 (USD MILLION)    246
16.5.7.2    Europe    246
TABLE 241    SMART AGRICULTURE MARKET IN EUROPE, BY AGRICULTURE TYPE,  
2017–2025 (USD MILLION)    247
16.5.7.3    APAC    247
TABLE 242    SMART AGRICULTURE MARKET IN APAC, BY AGRICULTURE TYPE,  
2017–2025 (USD MILLION)    248
16.5.7.4    RoW    248
TABLE 243    SMART AGRICULTURE MARKET IN ROW, BY AGRICULTURE TYPE,  
2017–2025 (USD MILLION)    248
17    APPENDIX    249
17.1    DISCUSSION GUIDE    249
17.2    KNOWLEDGE STORE    252
17.3    AVAILABLE CUSTOMIZATIONS    254
17.4    RELATED REPORTS    254
17.5    AUTHOR DETAILS    255