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Report
North America Agricultural Mapping & Imaging Market
Market Report I 2024-07-01 I 245 Pages I Data Bridge Market Research
North America Agricultural Mapping & Imaging market is expected to reach USD 7,842.60 million from USD 3,013.98 million with a growing CAGR of 12.8% in the forecast period of 2024 to 2031.
Market Segmentation:
North America agricultural mapping & imaging market, By Offering (Hardware, Software, Services), Autonomy (Semi-Autonomous, Manual, Autonomous), Deployment Mode (Cloud, On-Premise), Application (Crop Health Monitoring, Field Mapping, Yield Monitoring, Weather Monitoring and Forecasting, Water Management, Others), End User (Farms, Agro-Tech Companies, Research Institutes, Agrochemical Companies, Others), Countries (U.S., Canada)-Industry Trends and Forecast to 2031.
Overview of North America Agricultural Mapping & Imaging Market Dynamics:
Driver
- Growing usage of remote sensing for tracking soil health and moisture levels
Restraint
- Stringent regulations regarding the security and privacy of farm data
Opportunity
- Development of machine learning and AI for better data analysis
Market Players:
Some of the major players operating in the North America agricultural mapping & imaging market are:
- Yara
- AGCO Corporation
- Corteva
- CNH Industrial N.V.
- Trimble Inc.
- Syngenta Crop Protection AG
- Bayer AG
- Raven Industries, Inc.
- DJI
- Cargill, Incorporated.
- YANMAR HOLDINGS CO., LTD.
- Yamaha Motor Co., Ltd.
- Semios
- FarmWise Labs
- Sentera
- ESRI
- METER Group, Inc.
- Climate LLC.
- HUMMINGBIRD TECHNOLOGIES LIMITED
- HIPHEN
- Satellite Imaging Corporation
- AGRICOLUS
1 INTRODUCTION 62
1.1 OBJECTIVES OF THE STUDY 62
1.2 MARKET DEFINITION 62
1.3 OVERVIEW OF THE NORTH AMERICA AGRICULTURAL MAPPING & IMAGING MARKET 63
1.4 LIMITATIONS 65
1.5 MARKETS COVERED 65
2 MARKET SEGMENTATION 68
2.1 MARKETS COVERED 68
2.2 GEOGRAPHICAL SCOPE 69
2.3 YEARS CONSIDERED FOR THE STUDY 70
2.4 CURRENCY AND PRICING 70
2.5 DBMR TRIPOD DATA VALIDATION MODEL 71
2.6 PRIMARY INTERVIEWS WITH KEY OPINION LEADERS 74
2.7 DBMR MARKET POSITION GRID 75
2.8 MARKET END USER COVERAGE GRID 76
2.9 VENDOR SHARE ANALYSIS 77
2.10 MULTIVARIATE MODELLING 78
2.11 OFFERING SEGMENT TIMELINE CURVE 79
2.12 SECONDARY SOURCES 80
2.13 ASSUMPTIONS 80
3 EXECUTIVE SUMMARY 81
4 PREMIUM INSIGHTS 87
4.1 PORTERS FIVE FORCES 88
4.2 TECHNOLOGICAL TRENDS 89
4.3 COMPANY COMPARATIVE ANALYSIS 92
4.3.1 YARA INTERNATIONAL 92
4.3.2 AGCO CORPORATION 92
4.3.3 CNH INDUSTRIAL N.V. 92
4.3.4 TRIMBLE INC. 92
4.3.5 CORTEVA 92
4.4 REGULATORY STANDARDS 94
4.5 PRICING ANALYSIS 98
4.5.1 PRICING ANALYSIS 98
5 MARKET OVERVIEW 99
5.1 DRIVERS 101
5.1.1 INCREASED USE OF DRONES, SATELLITE IMAGING, AND ADVANCED SENSORS FOR DETAILED AND ACCURATE AGRICULTURAL MAPPING 101
5.1.2 GROWING ADOPTION OF PRECISION AGRICULTURE TECHNIQUES 102
5.1.3 SUPPORTIVE GOVERNMENT POLICIES AND FUNDING FOR SMART AGRICULTURE AND SUSTAINABLE FARMING PRACTICES 102
5.1.4 GROWING USAGE OF REMOTE SENSING FOR TRACKING SOIL HEALTH AND MOISTURE LEVELS 103
5.2 RESTRAINT 105
5.2.1 STRINGENT REGULATIONS REGARDING THE SECURITY AND PRIVACY OF FARM DATA 105
5.3 OPPORTUNITIES 106
5.3.1 INTEGRATION OF REAL-TIME IMAGING DATA WITH IOT AND CLOUD PLATFORMS FOR IMPROVED FARM MANAGEMENT 106
5.3.2 GROWING ADOPTION OF UAVS FOR DETAILED AND LARGE-SCALE AGRICULTURAL MAPPING AND MONITORING 107
5.3.3 DEVELOPMENT OF MACHINE LEARNING AND AI FOR BETTER DATA ANALYSIS 108
5.4 CHALLENGES 110
5.4.1 POOR CONNECTIVITY AND INTERNET ACCESS IN RURAL AREAS 110
5.4.2 SHORTAGE OF TRAINED PROFESSIONALS IN AGRICULTURAL SECTOR 110
6 NORTH AMERICA AGRICULTURAL MAPPING & IMAGING MARKET, BY OFFERING 112
6.1 OVERVIEW 113
6.2 HARDWARE 114
6.2.1 REMOTE SENSING 115
6.2.1.1 SATELLITE IMAGING 115
6.2.1.2 AREAL IMAGING 117
6.2.1.2.1 UAVS/DRONES 117
6.2.1.2.2 FIXED WING AIRCRAFT 117
6.2.1.2.3 HELICOPTERS 117
6.2.1.2.4 OTHERS 117
6.2.2 GROUND SENSORS 118
6.2.2.1 LIDAR 119
6.2.2.2 THERMAL SENSORS 119
6.2.2.3 SPECTRAL SENSORS 119
6.2.2.4 RADAR 119
6.2.2.5 STEREO CAMERAS 119
6.2.2.6 DEPTH CAMERAS 119
6.2.2.7 MONOCULAR CAMERA 119
6.2.2.8 OTHERS 119
6.3 SOFTWARE 120
6.3.1 FARM MANAGEMENT SOFTWARE 121
6.3.2 DATA ANALYTICS PLATFORMS 121
6.3.3 IMAGE PROCESSING SOFTWARE 121
6.4 SERVICES 122
6.4.1 MANAGED SERVICES 124
6.4.2 PROFESSIONAL SERVICES 124
6.4.2.1 DATA COLLECTION AND ANALYSIS SERVICES 124
6.4.2.2 MAINTENANCE AND SUPPORT 124
6.4.2.3 CONSULTING AND TRAINING 124
7 NORTH AMERICA AGRICULTURAL MAPPING & IMAGING MARKET, BY AUTONOMY 125
7.1 OVERVIEW 126
7.1.1 SEMI-AUTONOMOUS 127
7.1.2 MANUAL 129
7.1.3 AUTONOMOUS 130
8 NORTH AMERICA AGRICULTURAL MAPPING & IMAGING MARKET, BY DEPLOYMENT MODE 131
8.1 OVERVIEW 132
8.2 CLOUD 133
8.3 ON-PREMISE 135
9 NORTH AMERICA AGRICULTURAL MAPPING & IMAGING MARKET, BY APPLICATION 136
9.1 OVERVIEW 137
9.2 CROP HEALTH MONITORING 139
9.2.1 DISEASE DETECTION 140
9.2.2 PEST MANAGEMENT 140
9.2.3 NUTRIENT MONITORING 140
9.3 FIELD MAPPING 141
9.3.1 SOIL MAPPING 143
9.3.2 VEGETATION MAPPING 143
9.3.3 TOPOGRAPHIC MAPPING 143
9.4 YIELD MONITORING 144
9.4.1 CROP YIELD PREDICTION 145
9.4.2 HARVEST MANAGEMENT 145
9.5 WEATHER MONITORING AND FORECASTING 146
9.5.1.1 WEATHER PATTERN TRACKING 147
9.5.1.2 CLIMATE ANALYSIS 147
9.6 WATER MANAGEMENT 148
9.6.1 MOISTURE MONITORING 150
9.6.2 IRRIGATION PLANNING 150
9.7 OTHERS 150
10 NORTH AMERICA AGRICULTURAL MAPPING & IMAGING MARKET, BY END USER 151
10.1 OVERVIEW 152
10.2 FARMS 154
10.3 AGRO-TECH COMPANIES 155
10.4 RESEARCH INSTITUTES 156
10.5 AGROCHEMICAL COMPANIES 157
10.6 OTHERS 158
11 NORTH AMERICA AGRICULTURAL MAPPING & IMAGING MARKET, BY REGION 159
11.1 NORTH AMERICA 161
11.1.1 U.S. 169
11.1.2 CANADA 176
12 NORTH AMERICA AGRICULTURAL MAPPING AND IMAGING MARKET: COMPANY LANDSCAPE 183
12.1 COMPANY SHARE ANALYSIS: NORTH AMERICA
13 SWOT ANALYSIS 184
14 COMPANY PROFILE 185
14.1 YARA 185
14.1.1 COMPANY SNAPSHOT 185
14.1.2 REVENUE ANALYSIS 186
14.1.3 COMPANY SHARE ANALYSIS 186
14.1.4 PRODUCT PORTFOLIO 187
14.1.5 RECENT DEVELOPMENTS 187
14.2 AGCO GMBH 188
14.2.1 COMPANY SNAPSHOT 188
14.2.2 REVENUE ANALYSIS 188
14.2.3 COMPANY SHARE ANALYSIS 189
14.2.4 BRAND PORTFOLIO 189
14.2.5 RECENT DEVELOPMENTS 190
14.3 CORTEVA 191
14.3.1 COMPANY SNAPSHOT 191
14.3.2 REVENUE ANALYSIS 191
14.3.3 COMPANY SHARE ANALYSIS 192
14.3.4 PRODUCT PORTFOLIO 192
14.3.5 RECENT DEVELOPMENTS 194
14.4 CNH INDUSTRIAL N.V. 195
14.4.1 COMPANY SNAPSHOT 195
14.4.2 REVENUE ANALYSIS 195
14.4.3 COMPANY SHARE ANALYSIS 196
14.4.4 BRAND PORTFOLIO 196
14.4.5 RECENT DEVELOPMENTS 196
14.5 TRIMBLE INC. 198
14.5.1 COMPANY SNAPSHOT 198
14.5.2 REVENUE ANALYSIS 198
14.5.3 COMPANY SHARE ANALYSIS 199
14.5.4 SOLUTION PORTFOLIO 199
14.5.5 RECENT DEVELOPMENTS 199
14.6 AGRICOLUS 201
14.6.1 COMPANY SNAPSHOT 201
14.6.2 SOLUTION PORTFOLIO 201
14.6.3 RECENT DEVELOPMENTS 202
14.7 BAYER AG 204
14.7.1 COMPANY SNAPSHOT 204
14.7.2 REVENUE ANALYSIS 204
14.7.3 SOLUTION PORTFOLIO 205
14.7.4 RECENT DEVELOPMENTS 205
14.8 CARGILL, INCORPORATED 207
14.8.1 COMPANY SNAPSHOT 207
14.8.2 PRODUCT AND SERVICE PORTFOLIO 207
14.8.3 RECENT DEVELOPMENT 207
14.9 CLIMATE LLC (A SUBSIDIARY OF BAYER AG) 208
14.9.1 COMPANY SNAPSHOT 208
14.9.2 SOLUTION PORTFOLIO 208
14.9.3 RECENT DEVELOPMENTS 208
14.10 DJI 210
14.10.1 COMPANY SNAPSHOT 210
14.10.2 PRODUCT PORTFOLIO 210
14.10.3 RECENT DEVELOPMENTS 213
14.11 ESRI 214
14.11.1 COMPANY SNAPSHOT 214
14.11.2 SOLUTION PORTFOLIO 214
14.11.3 RECENT DEVELOPMENTS 216
14.12 FARMWISEAI 217
14.12.1 COMPANY SNAPSHOT 217
14.12.2 SERVICE PORTFOLIO 217
14.12.3 RECENT DEVELOPMENTS 217
14.13 HIPHEN 218
14.13.1 COMPANY SNAPSHOT 218
14.13.2 SOLUTION PORTFOLIO 218
14.13.3 RECENT DEVELOPMENT 219
14.14 HUMMINGBIRD TECHNOLOGIES LIMITED 220
14.14.1 COMPANY SNAPSHOT 220
14.14.2 SOLUTION PORTFOLIO 220
14.14.3 RECENT DEVELOPMENTS 221
14.15 METER GROUP 222
14.15.1 COMPANY SNAPSHOT 222
14.15.2 SOLUTION PORTFOLIO 222
14.15.3 RECENT DEVELOPMENT 222
14.16 RAVEN INDUSTRIES, INC. 223
14.16.1 COMPANY SNAPSHOT 223
14.16.2 PRODUCT PORTFOLIO 223
14.16.3 RECENT DEVELOPMENT 224
14.17 SATELLITE IMAGING CORPORATION 225
14.17.1 COMPANY SNAPSHOT 225
14.17.2 SERVICE PORTFOLIO 225
14.17.3 RECENT DEVELOPMENTS 229
14.18 SEMIOS 230
14.18.1 COMPANY SNAPSHOT 230
14.18.2 SOLUTION PORTFOLIO 230
14.18.3 RECENT DEVELOPMENTS 231
14.19 SENTERA 232
14.19.1 COMPANY SNAPSHOT 232
14.19.2 PRODUCT & SOLUTION PORTFOLIO 232
14.19.3 RECENT DEVELOPMENTS 234
14.20 SYNGENTA 236
14.20.1 COMPANY SNAPSHOT 236
14.20.2 SOLUTION PORTFOLIO 236
14.20.3 RECENT DEVELOPMENT 237
14.21 YANMAR HOLDINGS CO., LTD. 238
14.21.1 COMPANY SNAPSHOT 238
14.21.2 SOLUTION PORTFOLIO 238
14.21.3 RECENT DEVELOPMENT 239
14.22 YAMAHA MOTOR CORPORATION 240
14.22.1 COMPANY SNAPSHOT 240
14.22.2 REVENUE ANALYSIS 240
14.22.3 SERVICE PORTFOLIO 241
14.22.4 RECENT DEVELOPMENT 241
15 QUESTIONNAIRE 242
16 RELATED REPORTS 245
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