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Report
Global Agricultural Mapping & Imaging Market
Market Report I 2024-07-01 I 650 Pages I Data Bridge Market Research
Global Agricultural Mapping & Imaging market is expected to reach USD 21,954.19 million from USD 8,586.85 million in 2023 growing with a CAGR of 12.6% in the forecast period of 2024 to 2031.
Market Segmentation:
Global 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, Mexico, China, Japan, India, South Korea, Australia & New Zealand, Singapore, Malaysia, Thailand, Indonesia, Philippines, Taiwan, Vietnam, rest of Asia-Pacific, U.K., Germany, France, Italy, Spain, Russia, Netherlands, Switzerland, Sweden, Belgium, Denmark, Poland, Norway, Turkey, Finland, Rest of Europe, Saudi Arabia, South Africa, U.A.E., Israel, Egypt, Qatar, Oman, Kuwait, Bahrain, rest of Middle East and Africa, Brazil, Argentina, rest of South America)-Industry Trends and Forecast to 2031
Overview of Agricultural Mapping & Imaging Market Dynamics:
Driver
- Increased use of drones, satellite imaging, and advanced sensors for detailed and accurate agricultural mapping
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 global 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 64
1.1 OBJECTIVES OF THE STUDY 64
1.2 MARKET DEFINITION 64
1.3 OVERVIEW OF THE GLOBAL AGRICULTURAL MAPPING & IMAGING MARKET 65
1.4 LIMITATIONS 67
1.5 MARKETS COVERED 67
2 MARKET SEGMENTATION 70
2.1 MARKETS COVERED 70
2.2 GEOGRAPHICAL SCOPE 71
2.3 YEARS CONSIDERED FOR THE STUDY 72
2.4 CURRENCY AND PRICING 72
2.5 DBMR TRIPOD DATA VALIDATION MODEL 73
2.6 PRIMARY INTERVIEWS WITH KEY OPINION LEADERS 76
2.7 DBMR MARKET POSITION GRID 77
2.8 MARKET END USER COVERAGE GRID 78
2.9 VENDOR SHARE ANALYSIS 79
2.10 MULTIVARIATE MODELLING 80
2.11 OFFERING SEGMENT TIMELINE CURVE 81
2.12 SECONDARY SOURCES 82
2.13 ASSUMPTIONS 82
3 EXECUTIVE SUMMARY 83
4 PREMIUM INSIGHTS 91
4.1 PORTERS FIVE FORCES 92
4.2 TECHNOLOGICAL TRENDS 93
4.3 COMPANY COMPARATIVE ANALYSIS 96
4.3.1 YARA INTERNATIONAL 96
4.3.2 AGCO CORPORATION 96
4.3.3 CNH INDUSTRIAL N.V. 96
4.3.4 TRIMBLE INC. 96
4.3.5 CORTEVA 96
4.4 REGULATORY STANDARDS 98
4.5 PRICING ANALYSIS 102
4.5.1 PRICING ANALYSIS 102
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5 MARKET OVERVIEW 103
5.1 DRIVERS 105
5.1.1 INCREASED USE OF DRONES, SATELLITE IMAGING, AND ADVANCED SENSORS FOR DETAILED AND ACCURATE AGRICULTURAL MAPPING 105
5.1.2 GROWING ADOPTION OF PRECISION AGRICULTURE TECHNIQUES 106
5.1.3 SUPPORTIVE GOVERNMENT POLICIES AND FUNDING FOR SMART AGRICULTURE AND SUSTAINABLE FARMING PRACTICES 106
5.1.4 GROWING USAGE OF REMOTE SENSING FOR TRACKING SOIL HEALTH AND MOISTURE LEVELS 107
5.2 RESTRAINT 109
5.2.1 STRINGENT REGULATIONS REGARDING THE SECURITY AND PRIVACY OF FARM DATA 109
5.3 OPPORTUNITIES 110
5.3.1 INTEGRATION OF REAL-TIME IMAGING DATA WITH IOT AND CLOUD PLATFORMS FOR IMPROVED FARM MANAGEMENT 110
5.3.2 GROWING ADOPTION OF UAVS FOR DETAILED AND LARGE-SCALE AGRICULTURAL MAPPING AND MONITORING 111
5.3.3 DEVELOPMENT OF MACHINE LEARNING AND AI FOR BETTER DATA ANALYSIS 112
5.4 CHALLENGES 114
5.4.1 POOR CONNECTIVITY AND INTERNET ACCESS IN RURAL AREAS 114
5.4.2 SHORTAGE OF TRAINED PROFESSIONALS IN AGRICULTURAL SECTOR 114
6 GLOBAL AGRICULTURAL MAPPING & IMAGING MARKET, BY OFFERING 116
6.1 OVERVIEW 117
6.2 HARDWARE 118
6.2.1 REMOTE SENSING 119
6.2.1.1 SATELLITE IMAGING 119
6.2.1.2 AREAL IMAGING 120
6.2.1.2.1 UAVS/DRONES 120
6.2.1.2.2 FIXED WING AIRCRAFT 120
6.2.1.2.3 HELICOPTERS 120
6.2.1.2.4 OTHERS 120
6.2.2 GROUND SENSORS 121
6.2.2.1 LIDAR 122
6.2.2.2 THERMAL SENSORS 122
6.2.2.3 SPECTRAL SENSORS 122
6.2.2.4 RADAR 122
6.2.2.5 STEREO CAMERAS 122
6.2.2.6 DEPTH CAMERAS 122
6.2.2.7 MONOCULAR CAMERA 122
6.2.2.8 OTHERS 122
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6.3 SOFTWARE 123
6.3.1 FARM MANAGEMENT SOFTWARE 123
6.3.2 DATA ANALYTICS PLATFORMS 124
6.3.3 IMAGE PROCESSING SOFTWARE 124
6.4 SERVICES 125
6.4.1 MANAGED SERVICES 126
6.4.2 PROFESSIONAL SERVICES 126
6.4.2.1 DATA COLLECTION AND ANALYSIS SERVICES 126
6.4.2.2 MAINTENANCE AND SUPPORT 126
6.4.2.3 CONSULTING AND TRAINING 126
7 GLOBAL AGRICULTURAL MAPPING & IMAGING MARKET, BY AUTONOMY 127
7.1 OVERVIEW 128
7.1.1 SEMI-AUTONOMOUS 129
7.1.2 MANUAL 130
7.1.3 AUTONOMOUS 131
8 GLOBAL AGRICULTURAL MAPPING & IMAGING MARKET, BY DEPLOYMENT MODE 132
8.1 OVERVIEW 133
8.2 CLOUD 134
8.3 ON-PREMISE 135
9 GLOBAL 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 142
9.3.2 VEGETATION MAPPING 142
9.3.3 TOPOGRAPHIC MAPPING 142
9.4 YIELD MONITORING 143
9.4.1 CROP YIELD PREDICTION 144
9.4.2 HARVEST MANAGEMENT 144
9.5 WEATHER MONITORING AND FORECASTING 145
9.5.1.1 WEATHER PATTERN TRACKING 145
9.5.1.2 CLIMATE ANALYSIS 146
9.6 WATER MANAGEMENT 147
9.6.1 MOISTURE MONITORING 148
9.6.2 IRRIGATION PLANNING 148
9.7 OTHERS 148
10 GLOBAL AGRICULTURAL MAPPING & IMAGING MARKET, BY END USER 149
10.1 OVERVIEW 150
10.2 FARMS 152
10.3 AGRO-TECH COMPANIES 153
10.4 RESEARCH INSTITUTES 154
10.5 AGROCHEMICAL COMPANIES 155
10.6 OTHERS 156
11 GLOBAL AGRICULTURAL MAPPING & IMAGING MARKET, BY REGION 157
11.1 OVERVIEW 158
11.2 NORTH AMERICA 161
11.2.1 U.S. 169
11.2.2 CANADA 176
11.3 EUROPE 183
11.3.1 ITALY 193
11.3.2 FRANCE 200
11.3.3 GERMANY 207
11.3.4 SPAIN 214
11.3.5 POLAND 221
11.3.6 NETHERLANDS 228
11.3.7 ROMANIA 235
11.3.8 DENMARK 242
11.3.9 BELGIUM 249
11.3.10 GREECE 256
11.3.11 HUNGARY 263
11.3.12 PORTUGAL 270
11.3.13 IRELAND 277
11.3.14 AUSTRIA 284
11.3.15 CZECHIA 291
11.3.16 SWEDEN 298
11.3.17 BULGARIA 305
11.3.18 FINLAND 312
11.3.19 CROATIA 319
11.3.20 LITHUANIA 326
11.3.21 SLOVENIA 333
11.3.22 LATVIA 340
11.3.23 SLOVAKIA 347
11.3.24 CYPRUS 354
11.3.25 ESTONIA 360
11.3.26 LUXEMBOURG 366
11.3.27 MALTA 372
11.3.28 NON-EU EUROPE 377
11.4 ASIA-PACIFIC 384
11.4.1 CHINA 392
11.4.2 AUSTRALIA 399
11.4.3 JAPAN 406
11.4.4 SOUTH KOREA 413
11.4.5 INDIA 420
11.4.6 NEW ZEALAND 427
11.4.7 TAIWAN 434
11.4.8 SINGAPORE 441
11.4.9 MALAYSIA 448
11.4.10 THAILAND 455
11.4.11 VIETNAM 462
11.4.12 INDONESIA 469
11.4.13 PHILIPPINES 476
11.4.14 REST OF ASIA-PACIFIC 483
11.5 LATIN AMERICA 484
11.5.1 BRAZIL 492
11.5.2 ARGENTINA 499
11.5.3 MEXICO 506
11.5.4 REST OF LATIN AMERICA 513
11.6 MIDDLE EAST AND AFRICA 514
11.6.1 SAUDI ARABIA 522
11.6.2 SOUTH AFRICA 529
11.6.3 EGYPT 536
11.6.4 BAHRAIN 543
11.6.5 OMAN 550
11.6.6 ISRAEL 557
11.6.7 KUWAIT 564
11.6.8 QATAR 571
11.6.9 U.A.E. 578
11.6.10 REST OF MIDDLE EAST AND AFRICA 584
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12 GLOBAL AGRICULTURAL MAPPING AND IMAGING MARKET: COMPANY LANDSCAPE 585
12.1 COMPANY SHARE ANALYSIS: GLOBAL 585
12.2 COMPANY SHARE ANALYSIS: NORTH AMERICA 586
12.3 COMPANY SHARE ANALYSIS: EUROPE 587
12.4 COMPANY SHARE ANALYSIS: ASIA-PACIFIC 588
13 SWOT ANALYSIS 589
14 COMPANY PROFILE 590
14.1 YARA 590
14.1.1 COMPANY SNAPSHOT 590
14.1.2 REVENUE ANALYSIS 591
14.1.3 COMPANY SHARE ANALYSIS 591
14.1.4 PRODUCT PORTFOLIO 592
14.1.5 RECENT DEVELOPMENTS 592
14.2 AGCO GMBH 593
14.2.1 COMPANY SNAPSHOT 593
14.2.2 REVENUE ANALYSIS 593
14.2.3 COMPANY SHARE ANALYSIS 594
14.2.4 BRAND PORTFOLIO 594
14.2.5 RECENT DEVELOPMENTS 595
14.3 CORTEVA 596
14.3.1 COMPANY SNAPSHOT 596
14.3.2 REVENUE ANALYSIS 596
14.3.3 COMPANY SHARE ANALYSIS 597
14.3.4 PRODUCT PORTFOLIO 597
14.3.5 RECENT DEVELOPMENTS 599
14.4 CNH INDUSTRIAL N.V. 600
14.4.1 COMPANY SNAPSHOT 600
14.4.2 REVENUE ANALYSIS 600
14.4.3 COMPANY SHARE ANALYSIS 601
14.4.4 BRAND PORTFOLIO 601
14.4.5 RECENT DEVELOPMENTS 601
14.5 TRIMBLE INC. 603
14.5.1 COMPANY SNAPSHOT 603
14.5.2 REVENUE ANALYSIS 603
14.5.3 COMPANY SHARE ANALYSIS 604
14.5.4 SOLUTION PORTFOLIO 604
14.5.5 RECENT DEVELOPMENTS 604
14.6 AGRICOLUS 606
14.6.1 COMPANY SNAPSHOT 606
14.6.2 SOLUTION PORTFOLIO 606
14.6.3 RECENT DEVELOPMENTS 607
14.7 BAYER AG 609
14.7.1 COMPANY SNAPSHOT 609
14.7.2 REVENUE ANALYSIS 609
14.7.3 SOLUTION PORTFOLIO 610
14.7.4 RECENT DEVELOPMENTS 610
14.8 CARGILL, INCORPORATED 612
14.8.1 COMPANY SNAPSHOT 612
14.8.2 PRODUCT AND SERVICE PORTFOLIO 612
14.8.3 RECENT DEVELOPMENT 612
14.9 CLIMATE LLC (A SUBSIDIARY OF BAYER AG) 613
14.9.1 COMPANY SNAPSHOT 613
14.9.2 SOLUTION PORTFOLIO 613
14.9.3 RECENT DEVELOPMENTS 613
14.10 DJI 615
14.10.1 COMPANY SNAPSHOT 615
14.10.2 PRODUCT PORTFOLIO 615
14.10.3 RECENT DEVELOPMENTS 618
14.11 ESRI 619
14.11.1 COMPANY SNAPSHOT 619
14.11.2 SOLUTION PORTFOLIO 619
14.11.3 RECENT DEVELOPMENTS 621
14.12 FARMWISEAI 622
14.12.1 COMPANY SNAPSHOT 622
14.12.2 SERVICE PORTFOLIO 622
14.12.3 RECENT DEVELOPMENTS 622
14.13 HIPHEN 623
14.13.1 COMPANY SNAPSHOT 623
14.13.2 SOLUTION PORTFOLIO 623
14.13.3 RECENT DEVELOPMENT 624
14.14 HUMMINGBIRD TECHNOLOGIES LIMITED 625
14.14.1 COMPANY SNAPSHOT 625
14.14.2 SOLUTION PORTFOLIO 625
14.14.3 RECENT DEVELOPMENTS 626
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14.15 METER GROUP 627
14.15.1 COMPANY SNAPSHOT 627
14.15.2 SOLUTION PORTFOLIO 627
14.15.3 RECENT DEVELOPMENT 627
14.16 RAVEN INDUSTRIES, INC. 628
14.16.1 COMPANY SNAPSHOT 628
14.16.2 PRODUCT PORTFOLIO 628
14.16.3 RECENT DEVELOPMENT 629
14.17 SATELLITE IMAGING CORPORATION 630
14.17.1 COMPANY SNAPSHOT 630
14.17.2 SERVICE PORTFOLIO 630
14.17.3 RECENT DEVELOPMENTS 634
14.18 SEMIOS 635
14.18.1 COMPANY SNAPSHOT 635
14.18.2 SOLUTION PORTFOLIO 635
14.18.3 RECENT DEVELOPMENTS 636
14.19 SENTERA 637
14.19.1 COMPANY SNAPSHOT 637
14.19.2 PRODUCT & SOLUTION PORTFOLIO 637
14.19.3 RECENT DEVELOPMENTS 639
14.20 SYNGENTA 641
14.20.1 COMPANY SNAPSHOT 641
14.20.2 SOLUTION PORTFOLIO 641
14.20.3 RECENT DEVELOPMENT 642
14.21 YANMAR HOLDINGS CO., LTD. 643
14.21.1 COMPANY SNAPSHOT 643
14.21.2 SOLUTION PORTFOLIO 643
14.21.3 RECENT DEVELOPMENT 644
14.22 YAMAHA MOTOR CORPORATION 645
14.22.1 COMPANY SNAPSHOT 645
14.22.2 REVENUE ANALYSIS 645
14.22.3 SERVICE PORTFOLIO 646
14.22.4 RECENT DEVELOPMENT 646
15 QUESTIONNAIRE 647
16 RELATED REPORTS 650
14.14.3 RECENT DEVELOPMENTS 626
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14.15 METER GROUP 627
14.15.1 COMPANY SNAPSHOT 627
14.15.2 SOLUTION PORTFOLIO 627
14.15.3 RECENT DEVELOPMENT 627
14.16 RAVEN INDUSTRIES, INC. 628
14.16.1 COMPANY SNAPSHOT 628
14.16.2 PRODUCT PORTFOLIO 628
14.16.3 RECENT DEVELOPMENT 629
14.17 SATELLITE IMAGING CORPORATION 630
14.17.1 COMPANY SNAPSHOT 630
14.17.2 SERVICE PORTFOLIO 630
14.17.3 RECENT DEVELOPMENTS 634
14.18 SEMIOS 635
14.18.1 COMPANY SNAPSHOT 635
14.18.2 SOLUTION PORTFOLIO 635
14.18.3 RECENT DEVELOPMENTS 636
14.19 SENTERA 637
14.19.1 COMPANY SNAPSHOT 637
14.19.2 PRODUCT & SOLUTION PORTFOLIO 637
14.19.3 RECENT DEVELOPMENTS 639
14.20 SYNGENTA 641
14.20.1 COMPANY SNAPSHOT 641
14.20.2 SOLUTION PORTFOLIO 641
14.20.3 RECENT DEVELOPMENT 642
14.21 YANMAR HOLDINGS CO., LTD. 643
14.21.1 COMPANY SNAPSHOT 643
14.21.2 SOLUTION PORTFOLIO 643
14.21.3 RECENT DEVELOPMENT 644
14.22 YAMAHA MOTOR CORPORATION 645
14.22.1 COMPANY SNAPSHOT 645
14.22.2 REVENUE ANALYSIS 645
14.22.3 SERVICE PORTFOLIO 646
14.22.4 RECENT DEVELOPMENT 646
15 QUESTIONNAIRE 647
16 RELATED REPORTS 650
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