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Report
Europe Artificial Intelligence in Agriculture Market
Market Report I 2024-07-01 I 468 Pages I Data Bridge Market Research
Europe Artificial Intelligence in Agriculture market is expected to reach USD 2,422.28 Million by 2031 from USD 520.95 Million in 2023, growing with a CAGR of 21.7% in the forecast period of 2024 to 2031.
Market Segmentation:
Europe artificial intelligence in agriculture market, By Offering (Hardware, Software, Services), Technology [Machine Learning (ML), Computer Vision, Natural Language Processing (NLP), Robotics & Automation, and Others], Application (Precision Farming, Livestock Monitoring, Weather Forecasting, Soil Management, Crop Health Monitoring, Supply Chain Optimization, and Others), Deployment Mode (Cloud, and On-Premise), End User (Farms, Agro-Tech Companies, Agrochemical Companies, Research Institutes, and Others), Countries (Italy, France, Germany, Spain, Poland, Netherlands, Romania, Denmark, Belgium, Greece, Portugal, Hungary, Austria, Ireland, Czechia, Sweden, Bulgaria, Finland, Croatia, Lithuania, Slovenia, Latvi,, Slovakia, Cyprus, Estonia, Luxembourg, Malta and Non-EU Europe)- Industry Trends and Forecast to 2031
Overview of Europe Artificial Intelligence in Agriculture Market Dynamics
Driver
- Increasing crop monitoring and Yield prediction accuracy
Restraint
- Persistent data privacy and security concerns
Opportunity
- Integrating AI with hardware for better deployment
Market Players:
The key market players operating in the Europe artificial intelligence in agriculture market are listed below:
- Deere & Company
- IBM
- Microsoft
- OpenAI
- Open Text Corporation
- ClimateAi,
- AgEagle Aerial Systems Inc
- CNH Industrial N.V.
- AGCO Corporation
- KUBOTA Corporation
- YANMAR HOLDINGS CO., LTD.
- DeLaval
- Lely
- Raven Industries, Inc.
- Gamaya, Bayer AG
- VALMONT INDUSTRIES, INC.
- Cisco Systems, Inc.
- Oracle
- Harvest CROO Robotics LLC
- ADM
- SYNGENTA EUROPE
- Corteva
- Bowery Farming Inc.
1 INTRODUCTION 72
1.1 OBJECTIVES OF THE STUDY 72
1.2 MARKET DEFINITION 72
1.3 OVERVIEW OF THE EUROPE ARTIFICIAL INTELLIGENCE IN AGRICULTURE 72
1.4 CURRENCY AND PRICING 74
1.5 LIMITATIONS 74
1.6 MARKETS COVERED 74
2 MARKET SEGMENTATION 79
2.1 MARKETS COVERED 79
2.2 GEOGRAPHICAL SCOPE 80
2.3 YEARS CONSIDERED FOR THE STUDY 81
2.4 DBMR TRIPOD DATA VALIDATION MODEL 82
2.5 PRIMARY INTERVIEWS WITH KEY OPINION LEADERS 85
2.6 DBMR MARKET POSITION GRID 86
2.7 VENDOR SHARE ANALYSIS 87
2.8 MULTIVARIATE MODELING 88
2.9 OFFERING TIMELINE CURVE 89
2.10 SECONDARY SOURCES 90
2.11 ASSUMPTIONS 90
3 EXECUTIVE SUMMARY 91
4 PREMIUM INSIGHTS 96
4.1 PORTER'S FIVE FORCES ANALYSIS 97
4.2 REGULATORY STANDARDS 98
4.3 TECHNOLOGICAL TRENDS 99
4.4 COMPANY COMPARATIVE ANALYSIS 101
4.5 DEVICE LIFETIME 103
4.6 IMPORT AND EXPORT SHIPMENTS 104
4.7 VALUE CHAIN ANALYSIS 105
5 MARKET OVERVIEW 107
5.1 DRIVERS 109
5.1.1 INCREASING CROP MONITORING AND YIELD PREDICTION ACCURACY 109
5.1.2 INCREASING IMPLEMENTATION OF BETTER FARMING TECHNIQUES WITH AI 110
5.1.3 BOOSTING AGRICULTURAL EFFICIENCY WITH DATA-DRIVEN DECISIONS 110
5.1.4 IMPROVING PEST AND DISEASE MANAGEMENT WITH AI 112
5.2 RESTRAINTS 113
5.2.1 PERSISTENT DATA PRIVACY AND SECURITY CONCERNS 113
5.2.2 HIGH INITIAL INVESTMENT LIMITING TECHNOLOGY ADOPTION 114
5.3 OPPORTUNITIES 116
5.3.1 INTEGRATING AI WITH HARDWARE FOR BETTER DEPLOYMENT 116
5.3.2 INCREASE IN THE DEVELOPING AI TOOLS FOR MARKET PRICE FORECASTING 117
5.3.3 STRATEGIC PARTNERSHIPS ENHANCE AGRICULTURAL SOLUTIONS 117
5.4 CHALLENGES 119
5.4.1 LIMITED AVAILABILITY OF SKILLED PERSONNEL AFFECTS THE EFFECTIVE MANAGEMENT AND OPERATION OF AI TECHNOLOGIES 119
5.4.2 DIFFICULTY TOWARDS INTEGRATING AI SOLUTIONS WITH EXISTING AGRICULTURAL MACHINERY AND DURING SOFTWARE ADOPTION 120
6 EUROPE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY OFFERING 121
6.1 OVERVIEW 122
6.2 HARDWARE 123
6.2.1 HARDWARE, BY TYPE 124
6.2.1.1 SENSORS 124
6.2.1.2 DRONE AND UAV's 124
6.2.1.3 ROBOT AND AUTONOMOUS MACHINERY 124
6.3 SOFTWARE 125
6.3.1 SOFTWARE, BY TYPE 125
6.3.1.1 FARM MANAGEMENT SOFTWARE 126
6.3.1.2 DATA ANALYTICS PLATFORMS 126
6.3.1.3 IMAGE PROCESSING SOFTWARE 126
6.4 SERVICES 127
6.4.1 SERVICES, BY TYPE 127
6.4.1.1 MANAGED SERVICES 128
6.4.1.1.1 MANAGED SERVICES, BY TYPE 128
6.4.1.1.1.1 DATA ANALYTICS 128
6.4.1.1.1.2 MONITORING 128
6.4.1.1.1.3 OTHERS 128
6.4.1.2 PROFESSIONAL SERVICES 129
6.4.1.2.1 PROFESSIONAL SERVICES, BY TYPE 129
6.4.1.2.1.1 IMPLEMENTATION 129
6.4.1.2.1.2 CONSULTING AND TRAINING 129
6.4.1.2.1.3 SUPPORT AND MAINTENANCE 129
7 EUROPE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY TECHNOLOGY 130
7.1 OVERVIEW 131
7.2 MACHINE LEARNING (ML) 132
7.2.1 MACHINE LEARNING(ML), BY TYPE 133
7.2.1.1 PREDICTIVE ANALYTICS 133
7.2.1.2 ANOMALY DETECTION 133
7.2.1.3 DECISION SUPPORT SYSTEMS 133
7.2.1.4 CROP YIELD PREDICTIONS 133
7.3 COMPUTER VISION 134
7.3.1 COMPUTER VISION, BY TYPE 135
7.3.1.1 IMAGE RECOGNITION 135
7.3.1.2 OBJECT/INTRUSION DETECTION 135
7.3.1.3 AUTOMATED GRADING AND SORTING 135
7.3.1.4 PEST & DISEASE DETECTION 135
7.4 NATURAL LANGUAGE PROCESSING (NLP) 136
7.4.1 NATURAL LANGUAGE PROCESSING (NLP), BY TYPE 136
7.4.1.1 CHATBOT AND FARMER SUPPORT 137
7.4.1.2 VOICE RECOGNITION FOR MACHINERY CONTROL 137
7.5 ROBOTICS & AUTOMATION 138
7.5.1 ROBOTICS & AUTOMATION, BY TYPE 138
7.5.1.1 DRONE BASED MONITORING AND SPRAYING 139
7.5.1.2 ROBOTIC HARVESTING 139
7.5.1.3 AUTONOMOUS TRACTOR AND MACHINERY 139
7.6 OTHERS 139
8 EUROPE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY APPLICATION 140
8.1 OVERVIEW 141
8.2 PRECISION FARMING 143
8.2.1 PRECISION FARMING, BY TYPE 143
8.2.1.1 VARIABLE RATE APPLICATION 144
8.2.1.2 CROP SCOUTING 144
8.2.1.3 FIELD MAPPING 144
8.3 LIVESTOCK MONITORING 144
8.3.1 LIVESTOCK MONITORING, BY TYPE 145
8.3.1.1 HEALTH MONITORING 145
8.3.1.2 BEHAVIOUR ANALYSIS 145
8.3.1.3 AUTOMATED FEEDING SYSTEMS 145
8.4 WEATHER FORECASTING 146
8.4.1 WEATHER FORECASTING, BY TYPE 146
8.4.1.1 CLIMATE PREDICTION 147
8.4.1.2 WEATHER PATTERN ANALYSIS 147
8.5 SOIL MANAGEMENT 147
8.5.1 SOIL MANAGEMENT, BY TYPE 148
8.5.1.1 SOIL CONDITION MONITORING 148
8.5.1.2 IRRIGATION MANAGEMENT 148
8.5.1.3 NUTRIENT MANAGEMENT 148
8.6 CROP HEALTH MONITORING 149
8.6.1 CROP HEALTH MONITORING, BY TYPE 149
8.6.1.1 DISEASE AND PEST DETECTION 150
8.6.1.2 PLANT STRESS ANALYSIS 150
8.6.1.3 NUTRIENT DEFICIENCY IDENTIFICATION 150
8.7 SUPPLY CHAIN OPTIMIZATION 150
8.7.1 SUPPLY CHAIN OPTIMIZATION, BY TYPE 151
8.7.1.1 INVENTORY MANAGEMENT 151
8.7.1.2 TRANSPORTATION AND LOGISTICS 151
8.7.1.3 DEMAND FORECASTING 151
8.8 OTHERS 152
9 EUROPE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY DEPLOYMENT MODE 153
9.1 OVERVIEW 154
9.2 CLOUD 155
9.3 ON-PREMISE 156
10 EUROPE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY END USER 157
10.1 OVERVIEW 158
10.2 FARMS 159
10.3 AGRO-TECH COMPANIES 160
10.4 AGRO CHEMICAL COMPANIES 161
10.5 RESEARCH INSTITUTES 162
10.6 OTHERS 163
11 EUROPE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY REGION 164
11.1 EUROPE 166
11.1.1 ITALY 176
11.1.2 FRANCE 185
11.1.3 GERMANY 194
11.1.4 SPAIN 203
11.1.5 POLAND 212
11.1.6 NETHERLANDS 221
11.1.7 ROMANIA 230
11.1.8 DENMARK 239
11.1.9 BELGIUM 248
11.1.10 GREECE 257
11.1.11 PORTUGAL 265
11.1.12 HUNGARY 273
11.1.13 AUSTRIA 281
11.1.14 IRELAND 290
11.1.15 CZECHIA 298
11.1.16 SWEDEN 306
11.1.17 BULGARIA 314
11.1.18 FINLAND 322
11.1.19 CROATIA 330
11.1.20 LITHUANIA 338
11.1.21 SLOVENIA 346
11.1.22 LATVIA 354
11.1.23 SLOVAKIA 362
11.1.24 CYPRUS 370
11.1.25 ESTONIA 378
11.1.26 LUXEMBOURG 386
11.1.27 MALTA 394
11.1.28 NON-EU EUROPE 402
12 EUROPE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, COMPANY LANDSCAPE 403
12.1 COMPANY SHARE ANALYSIS: EUROPE 403
13 SWOT ANALYSIS 404
14 COMPANY PROFILE 405
14.1 OPEN TEXT CORPORATION 405
14.1.1 COMPANY SNAPSHOT 405
14.1.2 REVENUE ANALYSIS 405
14.1.3 COMPANY SHARE ANALYSIS 406
14.1.4 PRODUCT PORTFOLIO 406
14.1.5 RECENT DEVELOPMENTS 406
14.2 VALMONT INDUSTRIES, INC. 407
14.2.1 COMPANY SNAPSHOT 407
14.2.2 REVENUE ANALYSIS 407
14.2.3 COMPANY SHARE ANALYSIS 408
14.2.4 SOLUTION PORTFOLIO 408
14.2.5 RECENT DEVELOPMENTS 409
14.3 OPENAI 410
14.3.1 COMPANY SNAPSHOT 410
14.3.2 COMPANY SHARE ANALYSIS 410
14.3.3 PRODUCT PORTFOLIO 410
14.3.4 RECENT DEVELOPMENTS 411
14.4 AGCO CORPORATION 412
14.4.1 COMPANY SNAPSHOT 412
14.4.2 REVENUE ANALYSIS 412
14.4.3 COMPANY SHARE ANALYSIS 413
14.4.4 BRAND PORTFOLIO 413
14.4.5 RECENT DEVELOPMENT 413
14.5 IBM 415
14.5.1 COMPANY SNAPSHOT 415
14.5.2 REVENUE ANALYSIS 415
14.5.3 COMPANY SHARE ANALYSIS 416
14.5.4 SOLUTION PORTFOLIO 416
14.5.5 RECENT DEVELOPMENTS 416
14.6 ADM 418
14.6.1 COMPANY SNAPSHOT 418
14.6.2 REVENUE ANALYSIS 418
14.6.3 PRODUCT PORTFOLIO 419
14.6.4 RECENT DEVELOPMENT 419
14.7 AGEAGLE AERIAL SYSTEMS INC 420
14.7.1 COMPANY SNAPSHOT 420
14.7.2 REVENUE ANALYSIS 420
14.7.3 PRODUCT PORTFOLIO 421
14.7.4 RECENT DEVELOPMENTS 421
14.8 ALPHABET INC. 422
14.8.1 COMPANY SNAPSHOT 422
14.8.2 REVENUE ANALYSIS 422
14.8.3 PRODUCT PORTFOLIO 423
14.8.4 RECENT DEVELOPMENTS 423
14.9 BAYER AG 424
14.9.1 COMPANY SNAPSHOT 424
14.9.2 REVENUE ANALYSIS 424
14.9.3 SOLUTION PORTFOLIO 425
14.9.4 RECENT DEVELOPMENTS 425
14.10 BOWERY FARMING INC. 427
14.10.1 COMPANY SNAPSHOT 427
14.10.2 PRODUCT PORTFOLIO 427
14.10.3 RECENT DEVELOPMENTS 428
14.11 CISCO SYSTEMS, INC. 429
14.11.1 COMPANY SNAPSHOT 429
14.11.2 REVENUE ANALYSIS 429
14.11.3 SOLUTION PORTFOLIO 430
14.11.4 RECENT DEVELOPMENTS 430
14.12 CLIMATE AI 431
14.12.1 COMPANY SNAPSHOT 431
14.12.2 SOLUTION PORTFOLIO 431
14.12.3 RECENT DEVELOPMENT 431
14.13 CNH INDUSTRIAL N.V. 432
14.13.1 COMPANY SNAPSHOT 432
14.13.2 REVENUE ANALYSIS 432
14.13.3 BRAND PORTFOLIO 433
14.13.4 RECENT DEVELOPMENT 433
14.14 CORTEVA 434
14.14.1 COMPANY SNAPSHOT 434
14.14.2 REVENUE ANALYSIS 434
14.14.3 PRODUCT PORTFOLIO 435
14.14.4 RECENT DEVELOPMENTS 435
14.15 DEERE & COMPANY 437
14.15.1 COMPANY SNAPSHOT 437
14.15.2 REVENUE ANALYSIS 437
14.15.3 PRODUCT PORTFOLIO 438
14.15.4 RECENT DEVELOPMENTS 439
14.16 DELAVAL 440
14.16.1 COMPANY SNAPSHOT 440
14.16.2 SOLUTION PORTFOLIO 440
14.16.3 RECENT DEVELOPMENTS 441
14.17 GAMAYA 442
14.17.1 COMPANY SNAPSHOT 442
14.17.2 PRODUCT PORTFOLIO 442
14.17.3 RECENT DEVELOPMENTS 442
14.18 HARVEST CROO ROBOTICS LLC. 443
14.18.1 COMPANY SNAPSHOT 443
14.18.2 PRODUCT PORTFOLIO 443
14.18.3 RECENT DEVELOPMENT 444
14.19 KUBOTA CORPORATION 445
14.19.1 COMPANY SNAPSHOT 445
14.19.2 REVENUE ANALYSIS 446
14.19.3 PRODUCT & SOLUTION PORTFOLIO 446
14.19.4 RECENT DEVELOPMENTS 446
14.20 LELY 447
14.20.1 COMPANY SNAPSHOT 447
14.20.2 REVENUE ANALYSIS 447
14.20.3 SOLUTION PORTFOLIO 448
14.20.4 RECENT DEVELOPMENTS 448
14.21 MICROSOFT 449
14.21.1 COMPANY SNAPSHOT 449
14.21.2 REVENUE ANALYSIS 449
14.21.3 PRODUCT PORTFOLIO 450
14.21.4 RECENT DEVELOPMENTS 450
14.22 ORACLE 452
14.22.1 COMPANY SNAPSHOT 452
14.22.2 REVENUE ANALYSIS 452
14.22.3 SERVICE PORTFOLIO 453
14.22.4 RECENT DEVELOPMENTS 453
14.23 RAVEN INDUSTRIES, INC. (A SUBSIDIARY OF CNH) 454
14.23.1 COMPANY SNAPSHOT 454
14.23.2 SERVICE PORTFOLIO 454
14.23.3 RECENT DEVELOPMENTS 458
14.24 SYNGENTA AG GROUP 459
14.24.1 COMPANY SNAPSHOT 459
14.24.2 REVENUE ANALYSIS 459
14.24.3 PRODUCT PORTFOLIO 460
14.24.4 RECENT DEVELOPMENTS 460
14.25 YANMAR HOLDING CO., LTD. 462
14.25.1 COMPANY SNAPSHOT 462
14.25.2 PRODUCT & SERVICES PORTFOLIO 462
14.25.3 RECENT DEVELOPMENTS 463
15 QUESTIONNAIRE 464
16 RELATED REPORTS 468
14.18 HARVEST CROO ROBOTICS LLC. 443
14.18.1 COMPANY SNAPSHOT 443
14.18.2 PRODUCT PORTFOLIO 443
14.18.3 RECENT DEVELOPMENT 444
14.19 KUBOTA CORPORATION 445
14.19.1 COMPANY SNAPSHOT 445
14.19.2 REVENUE ANALYSIS 446
14.19.3 PRODUCT & SOLUTION PORTFOLIO 446
14.19.4 RECENT DEVELOPMENTS 446
14.20 LELY 447
14.20.1 COMPANY SNAPSHOT 447
14.20.2 REVENUE ANALYSIS 447
14.20.3 SOLUTION PORTFOLIO 448
14.20.4 RECENT DEVELOPMENTS 448
14.21 MICROSOFT 449
14.21.1 COMPANY SNAPSHOT 449
14.21.2 REVENUE ANALYSIS 449
14.21.3 PRODUCT PORTFOLIO 450
14.21.4 RECENT DEVELOPMENTS 450
14.22 ORACLE 452
14.22.1 COMPANY SNAPSHOT 452
14.22.2 REVENUE ANALYSIS 452
14.22.3 SERVICE PORTFOLIO 453
14.22.4 RECENT DEVELOPMENTS 453
14.23 RAVEN INDUSTRIES, INC. (A SUBSIDIARY OF CNH) 454
14.23.1 COMPANY SNAPSHOT 454
14.23.2 SERVICE PORTFOLIO 454
14.23.3 RECENT DEVELOPMENTS 458
14.24 SYNGENTA AG GROUP 459
14.24.1 COMPANY SNAPSHOT 459
14.24.2 REVENUE ANALYSIS 459
14.24.3 PRODUCT PORTFOLIO 460
14.24.4 RECENT DEVELOPMENTS 460
14.25 YANMAR HOLDING CO., LTD. 462
14.25.1 COMPANY SNAPSHOT 462
14.25.2 PRODUCT & SERVICES PORTFOLIO 462
14.25.3 RECENT DEVELOPMENTS 463
15 QUESTIONNAIRE 464
16 RELATED REPORTS 468
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