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

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