Precision Farming Market by Technology (Guidance System, VRT, Remote Sensing), Application (Crop Scouting, Field Mapping, Irrigation), Offering (Hardware-Sensors, GPS/GNSS, Yield Monitors, Software, Services), and Geography - Global Forecast to 2023

TABLE OF CONTENTS

1 INTRODUCTION 16

1.1 OBJECTIVES OF STUDY 16
1.2 DEFINITION 16
1.3 SCOPE OF STUDY 17
1.3.1 MARKETS COVERED 17
1.3.2 BY GEOGRAPHY 18
1.3.3 YEARS CONSIDERED FOR STUDY 18
1.4 CURRENCY 19
1.5 LIMITATIONS 19
1.6 STAKEHOLDERS 19

2 RESEARCH METHODOLOGY 20

2.1 RESEARCH DATA 20
2.1.1 SECONDARY DATA 21
2.1.1.1 List of major secondary sources 21
2.1.1.1 Secondary sources 22
2.1.2 PRIMARY DATA 22
2.1.2.1 Primary interviews with experts 22
2.1.2.2 Breakdown of primaries 23
2.1.2.3 Key data from primary sources 23
2.1.3 SECONDARY AND PRIMARY RESEARCH 24
2.1.3.1 Key industry insights 25
2.2 MARKET SIZE ESTIMATION 26
2.2.1 BOTTOM-UP APPROACH 26
2.2.1.1 Approach for capturing the market size by bottom-up analysis (demand side) 26
2.2.2 TOP-DOWN APPROACH 27
2.2.2.1 Approach for capturing the market size by top-down analysis
(supply side) 28
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 29
2.4 RESEARCH ASSUMPTIONS 30

3 EXECUTIVE SUMMARY 31
4 PREMIUM INSIGHTS 36

4.1 ATTRACTIVE OPPORTUNITIES IN THE PRECISION FARMING MARKET 36
4.2 PRECISION FARMING MARKET IN APAC, BY APPLICATION 37
4.3 PRECISION FARMING MARKET, BY OFFERING 37
4.4 PRECISION FARMING MARKET, BY TECHNOLOGY 38
4.5 GEOGRAPHIC ANALYSIS OF PRECISION FARMING MARKET 39

5 MARKET OVERVIEW 40

5.1 INTRODUCTION 40
5.2 MARKET DYNAMICS 41
5.2.1 DRIVERS 41
5.2.1.1 Pressure on global food supply owing to growing world population 41
5.2.1.2 Substantial cost cutting made possible by precision farming 42
5.2.1.3 Government initiatives to adopt modern agricultural techniques 42
5.2.1.4 Adoption of new farming technologies for boosting agricultural production 43
5.2.2 RESTRAINTS 43
5.2.2.1 High initial investment in R&D 43
5.2.2.2 Lack of technical knowledge among farmers 44
5.2.3 OPPORTUNITIES 44
5.2.3.1 Integration of smartphones with Internet of Things (IoT) devices and software applications 44
5.2.3.2 Rise in use of Unmanned Aerial Vehicles (UAVs)/drones in precision farming 45
5.2.4 CHALLENGES 45
5.2.4.1 Management of data 45
5.2.4.2 Lack of standardization in precision farming industry 46
5.2.5 BURNING ISSUES 46
5.2.5.1 Environmental concerns 46

6 INDUSTRY TRENDS 47

6.1 INTRODUCTION 47
6.2 VALUE CHAIN ANALYSIS 47
6.2.1 MAJOR PLAYERS IN PRECISION FARMING MARKET 48
6.3 SUPPLY CHAIN ANALYSIS 49
6.4 TECHNOLOGY ROADMAP 50
6.4.1 TECHNOLOGY ROADMAP (2010–2025) 50
6.4.2 KEY INDUSTRY TRENDS 51
6.5 PESTLE ANALYSIS 51
6.5.1 POLITICAL FACTORS 51
6.5.2 ECONOMIC FACTORS 51
6.5.3 SOCIAL FACTORS 52
6.5.4 TECHNOLOGICAL FACTORS 52
6.5.5 LEGAL FACTORS 52
6.5.6 ENVIRONMENTAL FACTORS 53
 

7 PRECISION FARMING MARKET, BY OFFERING 54

7.1 INTRODUCTION 55
7.2 HARDWARE 56
7.2.1 AUTOMATION AND CONTROL SYSTEM 58
7.2.1.1 Display 58
7.2.1.2 Guidance and steering 58
7.2.1.3 GPS/GNSS 59
7.2.1.4 Drones/UAVs 59
7.2.1.5 Irrigation controllers 60
7.2.1.6 Handheld mobile devices/handheld computers 60
7.2.1.7 Flow and application control devices 61
7.2.1.8 Others 61
7.2.2 SENSING AND MONITORING DEVICE 63
7.2.2.1 Yield monitors 63
7.2.2.2 Soil sensors 64
7.2.2.2.1 Moisture sensor 64
7.2.2.2.2 Temperature sensor 65
7.2.2.2.3 Nutrient sensor 65
7.2.2.3 Water sensor 65
7.2.2.4 Climate sensor 65
7.3 SOFTWARE 66
7.3.1 LOCAL/WEB-BASED 67
7.3.2 CLOUD-BASED 67
7.4 SERVICES 69
7.4.1 SYSTEM INTEGRATION & CONSULTING 69
7.4.2 MANAGED SERVICES 69
7.4.2.1 Farm operation services 69
7.4.2.2 Data services 69
7.4.2.3 Analytics 70
7.4.3 CONNECTIVITY SERVICES 70
7.4.4 ASSISTED PROFESSIONAL SERVICES 70
7.4.4.1 Supply chain management services 70
7.4.4.2 Climate information services 70
7.4.4.3 Others 71
7.4.5 MAINTENANCE AND SUPPORT 71

8 PRECISION FARMING MARKET, BY TECHNOLOGY 73

8.1 INTRODUCTION 74
8.2 GUIDANCE TECHNOLOGY 75
8.2.1 GPS/GNSS BASED 75
8.2.1.1 GNSS applications in precision farming 77
8.2.2 GIS BASED 77
8.3 REMOTE SENSING 80
8.3.1 HANDHELD OR GROUND-BASED SENSING 81
8.3.2 SATELLITE OR AERIAL SENSING 82
8.4 VARIABLE-RATE TECHNOLOGY 84
8.4.1 MAP-BASED 85
8.4.2 SENSOR-BASED 85
8.4.3 SOME MAJOR APPLICATIONS OF VRT 87
8.4.3.1 Fertilizer VRA 87
8.4.3.1.1 Nitrogen VRA 87
8.4.3.1.2 Phosphorous VRA 88
8.4.3.1.3 Lime VRA 88
8.4.3.2 Pesticide VRA 88
8.4.3.3 Seeding VRA 89

9 PRECISION FARMING MARKET, BY APPLICATION 91

9.1 INTRODUCTION 92
9.2 YIELD MONITORING 94
9.2.1 ON-FARM YIELD MONITORING 95
9.2.2 OFF-FARM YIELD MONITORING 95
9.3 FIELD MAPPING 98
9.3.1 BOUNDARY MAPPING 98
9.3.2 DRAINAGE MAPPING 98
9.4 CROP SCOUTING 100
9.5 WEATHER TRACKING & FORECASTING 102
9.6 IRRIGATION MANAGEMENT 104
9.7 INVENTORY MANAGEMENT 106
9.8 FARM LABOR MANAGEMENT 108
9.9 FINANCIAL MANAGEMENT 109
9.10 OTHERS 111

10 GEOGRAPHIC ANALYSIS 114

10.1 INTRODUCTION 115
10.2 AMERICAS 116
10.2.1 NORTH AMERICA 120
10.2.1.1 US 120
10.2.1.2 Canada 121
10.2.1.3 Mexico 121
10.2.2 SOUTH AMERICA 122
10.2.2.1 Brazil 122
10.2.2.2 Argentina 123
10.2.2.3 Rest of South America 123
10.3 EUROPE 123
10.3.1 GERMANY 126
10.3.2 UK 127
10.3.3 FRANCE 127
10.3.4 ITALY 128
10.3.5 THE NETHERLANDS 128
10.3.6 REST OF EUROPE 128
10.4 APAC 128
10.4.1 CHINA 132
10.4.2 JAPAN 132
10.4.3 AUSTRALIA 132
10.4.4 INDIA 133
10.4.5 SOUTH KOREA 133
10.4.6 REST OF APAC 134
10.5 REST OF WORLD 134
10.5.1 AFRICA 136
10.5.1.1 South Africa 136
10.5.2 MIDDLE EAST 137
10.5.3 RUSSIA 137

11 COMPETITIVE LANDSCAPE 138

11.1 INTRODUCTION 138
11.2 PRECISION FARMING MARKET RANKING ANALYSIS 139
11.3 COMPETITIVE SCENARIO 140
11.3.1 PRODUCT LAUNCHES & DEVELOPMENTS 140
11.3.2 PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS 141
11.3.3 MERGERS & ACQUISITIONS 141

12 COMPANY PROFILES 142

(Business Overview, Products and Services Offered, Recent Developments, SWOT Analysis, and MnM View)*
12.1 KEY PLAYERS 142
12.1.1 DEERE & COMPANY 142
12.1.2 TRIMBLE 146
12.1.3 AGCO 150
12.1.4 AGJUNCTION 154
12.1.5 RAVEN INDUSTRIES 157
12.1.6 AG LEADER TECHNOLOGY 160
12.1.7 SST DEVELOPMENT GROUP 162
12.1.8 TEEJET TECHNOLOGIES 164
12.1.9 TOPCON POSITIONING SYSTEMS 166
12.1.10 DICKEY-JOHN CORPORATION 168
12.1.11 CROPMETRICS 170
12.2 OTHER IMPORTANT PLAYERS 172
12.2.1 HEXAGON AGRICULTURE 172
12.2.2 GRANULAR 172
12.2.3 PROSPERA TECHNOLOGIES 173
12.2.4 AGRIBOTIX 173
12.2.5 AUTOCOPTER CORP. 174
12.3 START-UP ECOSYSTEM 175
12.3.1 THE CLIMATE CORPORATION (SUBSIDIARY OF MONSANTO) 175
12.3.2 GAMAYA 175
12.3.3 DESCARTES LABS 175
12.3.4 DECISIVE FARMING 176
12.3.5 AUTONOMOUS TRACTOR CORPORATION 176
12.3.6 EC2CE 176
*Details on Business Overview, Products and Services Offered, Recent Developments, SWOT Analysis, and MnM View might not be captured in case of unlisted companies.
13 APPENDIX 177

LIST OF TABLES

TABLE 1 PRECISION FARMING MARKET, BY OFFERING, 2015–2023 (USD MILLION) 55
TABLE 2 PRECISION FARMING MARKET FOR HARDWARE, BY TYPE,
2015–2023 (USD MILLION) 56
TABLE 3 PRECISION FARMING MARKET FOR HARDWARE, BY REGION,
2015–2023 (USD MILLION) 57
TABLE 4 PRECISION FARMING MARKET FOR AUTOMATION AND CONTROL SYSTEM,
BY DEVICE TYPE, 2015–2023 (USD MILLION) 61
TABLE 5 PRECISION FARMING MARKET FOR AUTOMATION AND CONTROL SYSTEM,
BY REGION, 2015–2023 (USD MILLION) 62
TABLE 6 PRECISION FARMING MARKET FOR SENSING AND MONITORING DEVICE,
BY DEVICE TYPE, 2015–2023 (USD MILLION) 63
TABLE 7 PRECISION FARMING MARKET FOR SOIL SENSORS, BY SENSOR TYPE,
2015–2023 (USD MILLION) 64
TABLE 8 PRECISION FARMING MARKET FOR SENSING AND MONITORING DEVICE,
BY REGION, 2015–2023 (USD MILLION) 66
TABLE 9 PRECISION FARMING MARKET FOR SOFTWARE, BY DEPLOYMENT TYPE,
2015–2023 (USD MILLION) 68
TABLE 10 PRECISION FARMING MARKET FOR SOFTWARE, BY REGION,
2015–2023 (USD MILLION) 68
TABLE 11 PRECISION FARMING MARKET FOR SERVICES, BY TYPE,
2015–2023 (USD MILLION) 72
TABLE 12 PRECISION FARMING MARKET FOR SERVICES, BY REGION,
2015–2023 (USD MILLION) 72
TABLE 13 PRECISION FARMING MARKET, BY TECHNOLOGY, 2015–2023 (USD MILLION) 75
TABLE 14 PRECISION FARMING MARKET FOR GUIDANCE TECHNOLOGY, BY TYPE,
2015–2023 (USD MILLION) 78
TABLE 15 PRECISION FARMING MARKET FOR GUIDANCE TECHNOLOGY, BY REGION,
2015–2023 (USD MILLION) 79
TABLE 16 PRECISION FARMING MARKET FOR GUIDANCE TECHNOLOGY, BY OFFERING, 2015–2023 (USD MILLION) 80
TABLE 17 TYPES OF SATELLITE REMOTE SENSING IMAGE RESOLUTION 82
TABLE 18 PRECISION FARMING MARKET FOR REMOTE SENSING, BY TYPE,
2015–2023 (USD MILLION) 82
TABLE 19 PRECISION FARMING MARKET FOR REMOTE SENSING, BY REGION,
2015–2023 (USD MILLION) 83
TABLE 20 PRECISION FARMING MARKET FOR REMOTE SENSING, BY OFFERING,
2015–2023 (USD MILLION) 84
TABLE 21 PRECISION FARMING MARKET FOR VARIABLE-RATE TECHNOLOGY,
BY TYPE, 2015–2023 (USD MILLION) 85
TABLE 22 PRECISION FARMING MARKET FOR VARIABLE-RATE TECHNOLOGY,
BY REGION, 2015–2023 (USD MILLION) 86
TABLE 23 PRECISION FARMING MARKET FOR VARIABLE-RATE TECHNOLOGY,
BY OFFERING, 2015–2023 (USD MILLION) 87
TABLE 24 PRECISION FARMING MARKET FOR VARIABLE-RATE TECHNOLOGY,
BY APPLICATION, 2015–2023 (USD MILLION) 90
TABLE 25 PRECISION FARMING MARKET, BY APPLICATION, 2015–2023 (USD MILLION) 93
TABLE 26 BENEFITS OF YIELD MONITORING 94
TABLE 27 PRECISION FARMING MARKET FOR YIELD MONITORING APPLICATION,
BY TYPE, 2015–2023 (USD MILLION) 96
TABLE 28 PRECISION FARMING MARKET FOR YIELD MONITORING APPLICATION,
BY OFFERING, 2015–2023 (USD MILLION) 96
TABLE 29 PRECISION FARMING MARKET FOR YIELD MONITORING APPLICATION, BY REGION, 2015–2023 (USD MILLION) 97
TABLE 30 PRECISION FARMING MARKET FOR FIELD MAPPING APPLICATION, BY TYPE,
2015–2023 (USD MILLION) 98
TABLE 31 PRECISION FARMING MARKET FOR FIELD MAPPING APPLICATION, BY OFFERING, 2015–2023 (USD MILLION) 99
TABLE 32 PRECISION FARMING MARKET FOR FIELD MAPPING APPLICATION, BY REGION, 2015–2023 (USD MILLION) 100
TABLE 33 PRECISION FARMING MARKET FOR CROP SCOUTING APPLICATION, BY OFFERING, 2015–2023 (USD MILLION) 101
TABLE 34 PRECISION FARMING MARKET FOR CROP SCOUTING APPLICATION, BY REGION, 2015–2023 (USD MILLION) 102
TABLE 35 PRECISION FARMING MARKET FOR WEATHER TRACKING & FORECASTING APPLICATION, BY OFFERING, 2015–2023 (USD MILLION) 103
TABLE 36 PRECISION FARMING MARKET FOR WEATHER TRACKING & FORECASTING APPLICATION, BY REGION, 2015–2023 (USD MILLION) 104
TABLE 37 PRECISION FARMING MARKET FOR IRRIGATION MANAGEMENT APPLICATION,
BY OFFERING, 2015–2023 (USD MILLION) 104
TABLE 38 PRECISION FARMING MARKET FOR IRRIGATION MANAGEMENT APPLICATION,
BY REGION, 2015–2023 (USD MILLION) 105
TABLE 39 PRECISION FARMING MARKET FOR INVENTORY MANAGEMENT APPLICATION,
BY OFFERING, 2015–2023 (USD MILLION) 106
TABLE 40 PRECISION FARMING MARKET FOR INVENTORY MANAGEMENT APPLICATION,
BY REGION, 2015–2023 (USD MILLION) 107
TABLE 41 PRECISION FARMING MARKET FOR FARM LABOR MANAGEMENT APPLICATION,
BY OFFERING, 2015–2023 (USD MILLION) 108
TABLE 42 PRECISION FARMING MARKET FOR FARM LABOR MANAGEMENT APPLICATION,
BY REGION, 2015–2023 (USD MILLION) 109
TABLE 43 PRECISION FARMING MARKET FOR FINANCIAL MANAGEMENT APPLICATION,
BY OFFERING, 2015–2023 (USD MILLION) 110
TABLE 44 PRECISION FARMING MARKET FOR FINANCIAL MANAGEMENT APPLICATION,
BY REGION, 2015–2023 (USD MILLION) 111
TABLE 45 PRECISION FARMING MARKET FOR OTHER APPLICATIONS, BY OFFERING,
2015–2023 (USD MILLION) 112
TABLE 46 PRECISION FARMING MARKET FOR OTHER APPLICATIONS, BY REGION,
2015–2023 (USD MILLION) 113
TABLE 47 PRECISION FARMING MARKET, BY REGION, 2015–2023 (USD MILLION) 115
TABLE 48 PRECISION FARMING MARKET IN THE AMERICAS, BY OFFERING,
2015–2023 (USD MILLION) 118
TABLE 49 PRECISION FARMING MARKET IN THE AMERICAS, BY APPLICATION,
2015–2023 (USD MILLION) 118
TABLE 50 PRECISION FARMING MARKET IN THE AMERICAS, BY TECHNOLOGY,
2015–2023 (USD MILLION) 119
TABLE 51 PRECISION FARMING MARKET IN THE AMERICAS, BY REGION,
2015–2023 (USD MILLION) 119
TABLE 52 PRECISION FARMING MARKET IN NORTH AMERICA, BY COUNTRY,
2015–2023 (USD MILLION) 120
TABLE 53 PRECISION FARMING MARKET IN SOUTH AMERICA, BY COUNTRY,
2015–2023 (USD MILLION) 122
TABLE 54 PRECISION FARMING MARKET IN EUROPE, BY OFFERING,
2015–2023 (USD MILLION) 125
TABLE 55 PRECISION FARMING MARKET IN EUROPE, BY APPLICATION,
2015–2023 (USD MILLION) 125
TABLE 56 PRECISION FARMING MARKET IN EUROPE, BY TECHNOLOGY,
2015–2023 (USD MILLION) 126
TABLE 57 PRECISION FARMING MARKET IN EUROPE, BY COUNTRY,
2015–2023 (USD MILLION) 126
TABLE 58 PRECISION FARMING MARKET IN APAC, BY OFFERING, 2015–2023 (USD MILLION) 130
TABLE 59 PRECISION FARMING MARKET IN APAC, BY APPLICATION,
2015–2023 (USD MILLION) 130
TABLE 60 PRECISION FARMING MARKET IN APAC, BY TECHNOLOGY,
2015–2023 (USD MILLION) 131
TABLE 61 PRECISION FARMING MARKET IN APAC, BY COUNTRY, 2015–2023 (USD MILLION) 131
TABLE 62 PRECISION FARMING MARKET IN ROW, BY OFFERING, 2015–2023 (USD MILLION) 134
TABLE 63 PRECISION FARMING MARKET IN ROW, BY APPLICATION,
2015–2023 (USD MILLION) 135
TABLE 64 PRECISION FARMING MARKET IN ROW, BY TECHNOLOGY,
2015–2023 (USD MILLION) 135
TABLE 65 PRECISION FARMING MARKET IN ROW, BY REGION, 2015–2023 (USD MILLION) 136
TABLE 66 RANKING OF TOP 5 PLAYERS IN PRECISION FARMING MARKET (2017) 139

LIST OF FIGURES

FIGURE 1 PRECISION FARMING MARKET: RESEARCH DESIGN 20
FIGURE 2 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 27
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 28
FIGURE 4 DATA TRIANGULATION 29
FIGURE 5 PRECISION FARMING MARKET, 2015–2023 (USD BILLION) 32
FIGURE 6 PRECISION FARMING MARKET FOR SERVICES TO GROW AT HIGHEST CAGR BETWEEN 2018 AND 2023 32
FIGURE 7 VARIABLE-RATE TECHNOLOGY POISED TO GROW AT THE HIGHEST CAGR BETWEEN 2018 AND 2023 33
FIGURE 8 YIELD MONITORING TO HOLD LARGEST SIZE OF PRECISION FARMING
MARKET IN 2018 34
FIGURE 9 AMERICAS HELD LARGEST SHARE OF PRECISION FARMING MARKET IN 2017 35
FIGURE 10 INCREASING DEMAND FOR FOOD OWING TO RISING POPULATION TO FUEL GROWTH OF PRECISION FARMING MARKET DURING FORECAST PERIOD 36
FIGURE 11 AUSTRALIA HELD LARGEST SHARE FOR THE PRECISION FARMING MARKET IN ASIA PACIFIC IN 2017 37
FIGURE 12 HARDWARE HELD LARGEST SHARE OF PRECISION FARMING MARKET IN 2017 37
FIGURE 13 GUIDANCE TECHNOLOGY HELD LARGEST SIZE OF PRECISION FARMING
MARKET IN 2017 38
FIGURE 14 PRECISION FARMING MARKET IN CHINA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 39
FIGURE 15 PRECISION FARMING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 41
FIGURE 16 GLOBAL CONSUMPTION OF MAJOR FIELD CROPS, 2005–2050 42
FIGURE 17 GLOBAL MOBILE SUBSCRIBER BASE, 2016–2026 (IN MILLION) 45
FIGURE 18 VALUE CHAIN: PRECISION FARMING MARKET 47
FIGURE 19 SUPPLY CHAIN: PRECISION FARMING MARKET. 49
FIGURE 20 PRESENT AND UPCOMING TECHNOLOGIES IN PRECISION FARMING MARKET 50
FIGURE 21 BIG DATA OPPORTUNITIES – LEADING TREND AMONG KEY MARKET PLAYERS 51
FIGURE 22 PRECISION FARMING MARKET FOR SERVICES TO GROW AT HIGHEST CAGR BETWEEN 2018 AND 2023 55
FIGURE 23 AMERICAS TO HOLD LARGEST SIZE OF PRECISION FARMING MARKET FOR HARDWARE IN 2018 57
FIGURE 24 PRECISION FARMING MARKET FOR AUTOMATION AND CONTROL SYSTEM IN APAC TO GROW AT HIGHEST CAGR BETWEEN 2018 AND 2023 62
FIGURE 25 AMERICAS TO HOLD LARGEST SIZE OF PRECISION FARMING MARKET FOR SENSING AND MONITORING DEVICE IN 2018 66
FIGURE 26 PRECISION FARMING MARKET FOR SOFTWARE IN APAC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 68
FIGURE 27 SYSTEM INTEGRATION & CONSULTING SERVICES TO HOLD LARGEST MARKET SIZE IN 2018 71
FIGURE 28 PRECISION FARMING MARKET FOR VARIABLE-RATE TECHNOLOGY TO GROW AT HIGHEST CAGR BETWEEN 2018 AND 2023 74
FIGURE 29 GNSS TECHNOLOGY ACCURACY LEVELS 76
FIGURE 30 GIS IN PRECISION FARMING 78
FIGURE 31 PRECISION FARMING MARKET FOR GUIDANCE TECHNOLOGY IN APAC
TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 79
FIGURE 32 REMOTE SENSING SYSTEMS 81
FIGURE 33 AMERICAS TO HOLD LARGEST SIZE OF PRECISION FARMING MARKET FOR REMOTE SENSING IN 2018 83
FIGURE 34 PRECISION FARMING MARKET FOR VARIABLE-RATE TECHNOLOGY IN APAC TO GROW AT HIGHEST CAGR BETWEEN 2018 AND 2023 86
FIGURE 35 PRECISION FARMING MARKET FOR SEEDING VRA TO GROW AT HIGHEST CAGR BETWEEN 2018 AND 2023 89
FIGURE 36 PRECISION FARMING MARKET FOR WEATHER TRACKING & FORECASTING APPLICATION EXPECTED TO GROW AT HIGHEST CAGR BETWEEN 2018 AND 2023 92
FIGURE 37 ASIA PACIFIC TO EXHIBIT HIGHEST CAGR IN PRECISION FARMING MARKET FOR YIELD MONITORING APPLICATION BETWEEN 2018 AND 2023 97
FIGURE 38 AMERICAS TO HOLD LARGEST SIZE OF PRECISION FARMING MARKET FOR FIELD MAPPING APPLICATION BY 2023 99
FIGURE 39 AMERICAS TO HOLD LARGEST SIZE OF PRECISION FARMING MARKET FOR CROP SCOUTING APPLICATION IN 2018 101
FIGURE 40 ASIA PACIFIC EXPECTED TO EXHIBIT HIGHEST CAGR IN PRECISION FARMING MARKET FOR WEATHER TRACKING & FORECASTING APPLICATION BETWEEN 2018 AND 2023 103
FIGURE 41 AMERICAS TO HOLD LARGEST SIZE OF PRECISION FARMING MARKET FOR IRRIGATION MANAGEMENT APPLICATION IN 2018 105
FIGURE 42 MARKET IN ASIA PACIFIC FOR INVENTORY MANAGEMENT APPLICATION EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 107
FIGURE 43 ASIA PACIFIC EXPECTED TO WITNESS HIGHEST CAGR IN PRECISION FARMING MARKET FOR FINANCIAL MANAGEMENT APPLICATION DURING FORECAST PERIOD 110
FIGURE 44 HARDWARE TO ACCOUNT FOR LARGEST SIZE OF PRECISION FARMING MARKET FOR OTHER APPLICATIONS IN 2018 112
FIGURE 45 PRECISION FARMING MARKET: GEOGRAPHIC SNAPSHOT 115
FIGURE 46 AMERICAS: SNAPSHOT OF PRECISION FARMING MARKET 117
FIGURE 47 EUROPE: SNAPSHOT OF PRECISION FARMING MARKET 124
FIGURE 48 APAC: SNAPSHOT OF PRECISION FARMING MARKET 129
FIGURE 49 COMPANIES ADOPTED COLLABORATIONS, AGREEMENTS, AND PARTNERSHIPS AS KEY GROWTH STRATEGIES 138
FIGURE 50 DEERE & COMPANY: COMPANY SNAPSHOT 142
FIGURE 51 TRIMBLE: COMPANY SNAPSHOT 146
FIGURE 52 AGCO: COMPANY SNAPSHOT 150
FIGURE 53 AGJUNCTION: COMPANY SNAPSHOT 154
FIGURE 54 RAVEN INDUSTRIES: COMPANY SNAPSHOT 157

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