+353-1-416-8900REST OF WORLD
+44-20-3973-8888REST OF WORLD
1-917-300-0470EAST COAST U.S
1-800-526-8630U.S. (TOLL FREE)
Imaging Technology for Precision Agriculture Market - Global Forecast 2026-2032- Product Image
Imaging Technology for Precision Agriculture Market - Global Forecast 2026-2032- Product Image
New

Imaging Technology for Precision Agriculture Market - Global Forecast 2026-2032

  • PDF Icon

    Report

  • 188 Pages
  • January 2026
  • Region: Global
  • 360iResearch™
  • ID: 5305499
1h Free Analyst Time
Description Jump to:
1h Free Analyst Time

Speak directly to the analyst to clarify any post sales queries you may have.

The Imaging Technology for Precision Agriculture Market is increasingly central to agricultural operations as growers and agribusinesses face complex challenges in managing resources and sustainability. As digital transformation becomes embedded across operations, leaders seek imaging solutions that provide actionable insights and long-term operational reliability.

Market Snapshot: Imaging Technology for Precision Agriculture

The Imaging Technology for Precision Agriculture Market grew from USD 534.64 million in 2025 to USD 596.61 million in 2026 and is projected to reach USD 1.25 billion by 2032, expanding at a robust CAGR of 12.96%. This strong growth is propelled by adoption of advanced sensors, integration of platforms with analytics, and pressure to enhance farm resource efficiency while sustaining productivity. Senior decision-makers are leveraging imaging to support smarter input management, ensure regulatory compliance, and improve yield predictability as agricultural digitization advances across regions and farm types.

Scope & Segmentation

This report details the breadth of opportunities and challenges within the imaging technology for precision agriculture market, enabling executives to align investment priorities with evolving sector dynamics. It covers market segments and regional variation influencing operational strategies.

  • Technology Types: Hyperspectral, multispectral, LiDAR, and thermal imaging solutions that support in-depth plant and soil diagnostics across varying agricultural environments.
  • Platform Options: Ground-based handheld and tractor-mounted systems, unmanned aerial vehicles, manned aircraft, and satellite constellations, each suited for specific field sizes and monitoring requirements.
  • Application Areas: Crop health monitoring, nutrient status assessment, irrigation optimization, pest and disease detection, soil condition analysis, and yield forecasting to inform daily and seasonal decisions.
  • Spectral Ranges: Visible, near-infrared, short-wave infrared, and thermal infrared bands are used to enhance detection of crop status and environmental variables critical to productivity.
  • Component Ecosystem: Integrated cameras, CCD and CMOS sensor arrays, and analytics software, complemented by consulting, installation, training, and maintenance services for operational continuity.
  • Regions Assessed: Americas, Europe Middle East & Africa, and Asia-Pacific, each presenting unique regulatory, adoption, and operational contexts influencing market growth and segmentation.

Key Takeaways for Senior Decision-Makers

  • Field-specific imaging diagnostics are increasingly accessible, improving routine agricultural operations by providing timely insights previously unavailable at scale.
  • Reduced technology costs and diverse platform options increase adoption among both large commercial farms and smaller holdings, supporting sector-wide transformation.
  • Integration of cloud-native analytics, rapid onboard data processing, and enhanced data flows shortens agricultural decision cycles and improves operational responsiveness.
  • Sustainability imperatives and regulatory demands are shaping procurement, pushing adoption of solutions that demonstrate environmental benefits alongside operational value.
  • Expanded service offerings—from consulting and installation to maintenance and regionally relevant training—are securing client relationships and supporting recurring business.
  • Collaborations among sensor manufacturers, platform integrators, and analytics providers are leading to bundled solutions that reduce risk and enable seamless farm management integration.

Tariff Impact on the Agricultural Imaging Sector

Recent tariff measures have introduced new complexities into procurement and supply chain strategies within imaging technology manufacturing. To address these challenges, firms are diversifying supply chains, investing in nearshoring efforts, and promoting standardization. This strategy mitigates cross-border risks and drives demand for modular imaging platforms with open architectures. Farmers and agribusinesses benefit from straightforward component replacement and stronger lifecycle support. In response, suppliers are increasingly bundling hardware and services to reduce exposure to price volatility and maintain market competitiveness, requiring adaptation of traditional go-to-market approaches.

Methodology & Data Sources

Market findings are based on structured interviews with industry leaders, agronomists, operations managers, and technology specialists. These insights are enhanced by field validation studies and comparative analysis of imaging solutions. Extensive review of academic literature, technical whitepapers, and regulatory documents ensures a comprehensive and empirically validated assessment of technology capabilities, trade-offs, and real-world application impacts.

Why This Report Matters

  • Provides senior technology and strategy leaders with critical benchmarks for selecting the most effective imaging platforms and analytics partners for their operations.
  • Supports the ability to meet regulatory obligations, achieve sustainability targets, and optimize operational priorities using data-driven insights.
  • Guides procurement and product management leaders in building resilient, customer-oriented supply and service models that deliver long-term value across global agricultural markets.

Conclusion

Imaging technology is vital for driving precision agriculture outcomes, delivering value at both field and supply chain levels. Integrating modular solutions, applying rigorous validation, and supporting clients with tailored services will underpin ongoing agronomic success.

 

Additional Product Information:

  • Purchase of this report includes 1 year online access with quarterly updates.
  • This report can be updated on request. Please contact our Customer Experience team using the Ask a Question widget on our website.

Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Definition
1.3. Market Segmentation & Coverage
1.4. Years Considered for the Study
1.5. Currency Considered for the Study
1.6. Language Considered for the Study
1.7. Key Stakeholders
2. Research Methodology
2.1. Introduction
2.2. Research Design
2.2.1. Primary Research
2.2.2. Secondary Research
2.3. Research Framework
2.3.1. Qualitative Analysis
2.3.2. Quantitative Analysis
2.4. Market Size Estimation
2.4.1. Top-Down Approach
2.4.2. Bottom-Up Approach
2.5. Data Triangulation
2.6. Research Outcomes
2.7. Research Assumptions
2.8. Research Limitations
3. Executive Summary
3.1. Introduction
3.2. CXO Perspective
3.3. Market Size & Growth Trends
3.4. Market Share Analysis, 2025
3.5. FPNV Positioning Matrix, 2025
3.6. New Revenue Opportunities
3.7. Next-Generation Business Models
3.8. Industry Roadmap
4. Market Overview
4.1. Introduction
4.2. Industry Ecosystem & Value Chain Analysis
4.2.1. Supply-Side Analysis
4.2.2. Demand-Side Analysis
4.2.3. Stakeholder Analysis
4.3. Porter’s Five Forces Analysis
4.4. PESTLE Analysis
4.5. Market Outlook
4.5.1. Near-Term Market Outlook (0-2 Years)
4.5.2. Medium-Term Market Outlook (3-5 Years)
4.5.3. Long-Term Market Outlook (5-10 Years)
4.6. Go-to-Market Strategy
5. Market Insights
5.1. Consumer Insights & End-User Perspective
5.2. Consumer Experience Benchmarking
5.3. Opportunity Mapping
5.4. Distribution Channel Analysis
5.5. Pricing Trend Analysis
5.6. Regulatory Compliance & Standards Framework
5.7. ESG & Sustainability Analysis
5.8. Disruption & Risk Scenarios
5.9. Return on Investment & Cost-Benefit Analysis
6. Cumulative Impact of United States Tariffs 2025
7. Cumulative Impact of Artificial Intelligence 2025
8. Imaging Technology for Precision Agriculture Market, by Technology Type
8.1. Hyperspectral
8.2. LiDAR
8.3. Multispectral
8.4. Thermal Imaging
9. Imaging Technology for Precision Agriculture Market, by Platform
9.1. Ground Based
9.1.1. Handheld
9.1.2. Tractor Mounted
9.2. Manned Aircraft
9.2.1. Fixed Wing Aircraft
9.2.2. Helicopter
9.3. Satellite
9.3.1. Constellation
9.3.2. Single Satellite
9.4. UAV
9.4.1. Fixed Wing
9.4.2. Rotary Wing
10. Imaging Technology for Precision Agriculture Market, by Spectral Range
10.1. Near Infrared
10.2. Short Wave Infrared
10.3. Thermal Infrared
10.4. Visible
11. Imaging Technology for Precision Agriculture Market, by Component
11.1. Cameras
11.1.1. Hyperspectral Camera
11.1.2. Multispectral Camera
11.1.3. Thermal Camera
11.2. Sensors
11.2.1. CCD
11.2.2. CMOS
11.3. Services
11.3.1. Consulting
11.3.2. Installation & Maintenance
11.3.3. Training
11.4. Software
11.4.1. Data Analysis
11.4.2. Image Processing
12. Imaging Technology for Precision Agriculture Market, by Application
12.1. Crop Health Monitoring
12.1.1. Disease Identification
12.1.2. Nutrient Deficiency Detection
12.1.3. Water Stress Analysis
12.2. Irrigation Management
12.2.1. Drip Optimization
12.2.2. ROI Analysis
12.3. Nutrient Management
12.3.1. Fertilizer Recommendation
12.3.2. Foliar Analysis
12.4. Pest And Disease Detection
12.4.1. Fungal Detection
12.4.2. Insect Monitoring
12.5. Soil Analysis
12.5.1. Moisture Content Assessment
12.5.2. Texture Analysis
12.6. Yield Prediction
12.6.1. Biomass Estimation
12.6.2. Harvest Planning
13. Imaging Technology for Precision Agriculture Market, by Region
13.1. Americas
13.1.1. North America
13.1.2. Latin America
13.2. Europe, Middle East & Africa
13.2.1. Europe
13.2.2. Middle East
13.2.3. Africa
13.3. Asia-Pacific
14. Imaging Technology for Precision Agriculture Market, by Group
14.1. ASEAN
14.2. GCC
14.3. European Union
14.4. BRICS
14.5. G7
14.6. NATO
15. Imaging Technology for Precision Agriculture Market, by Country
15.1. United States
15.2. Canada
15.3. Mexico
15.4. Brazil
15.5. United Kingdom
15.6. Germany
15.7. France
15.8. Russia
15.9. Italy
15.10. Spain
15.11. China
15.12. India
15.13. Japan
15.14. Australia
15.15. South Korea
16. United States Imaging Technology for Precision Agriculture Market
17. China Imaging Technology for Precision Agriculture Market
18. Competitive Landscape
18.1. Market Concentration Analysis, 2025
18.1.1. Concentration Ratio (CR)
18.1.2. Herfindahl Hirschman Index (HHI)
18.2. Recent Developments & Impact Analysis, 2025
18.3. Product Portfolio Analysis, 2025
18.4. Benchmarking Analysis, 2025
18.5. Ag Leader Technology, Inc.
18.6. AGCO Corporation
18.7. AgJunction Inc.
18.8. Agremo
18.9. AGRIVI d.o.o.
18.10. BharatAgri
18.11. Ceres Imaging, Inc.
18.12. Cropin Technology Solutions Pvt. Ltd.
18.13. CropMetrics LLC
18.14. Deere & Company
18.15. Farmers Edge Inc.
18.16. FarmQA, Inc.
18.17. FieldX, Inc.
18.18. Grownetics, Inc.
18.19. Intello Labs Pvt. Ltd.
18.20. Proagrica Ltd.
18.21. Raven Industries, Inc.
18.22. The Climate Corporation
18.23. Topcon Corporation
18.24. Trimble Inc.
List of Figures
FIGURE 1. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, 2018-2032 (USD MILLION)
FIGURE 2. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2025
FIGURE 3. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2025
FIGURE 4. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TECHNOLOGY TYPE, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 5. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY PLATFORM, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 6. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SPECTRAL RANGE, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 7. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY COMPONENT, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 8. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY APPLICATION, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 9. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY REGION, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 10. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY GROUP, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 11. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY COUNTRY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 12. UNITED STATES IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, 2018-2032 (USD MILLION)
FIGURE 13. CHINA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, 2018-2032 (USD MILLION)
List of Tables
TABLE 1. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, 2018-2032 (USD MILLION)
TABLE 2. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 3. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HYPERSPECTRAL, BY REGION, 2018-2032 (USD MILLION)
TABLE 4. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HYPERSPECTRAL, BY GROUP, 2018-2032 (USD MILLION)
TABLE 5. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HYPERSPECTRAL, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 6. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY LIDAR, BY REGION, 2018-2032 (USD MILLION)
TABLE 7. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY LIDAR, BY GROUP, 2018-2032 (USD MILLION)
TABLE 8. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY LIDAR, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 9. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MULTISPECTRAL, BY REGION, 2018-2032 (USD MILLION)
TABLE 10. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MULTISPECTRAL, BY GROUP, 2018-2032 (USD MILLION)
TABLE 11. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MULTISPECTRAL, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 12. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY THERMAL IMAGING, BY REGION, 2018-2032 (USD MILLION)
TABLE 13. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY THERMAL IMAGING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 14. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY THERMAL IMAGING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 15. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY PLATFORM, 2018-2032 (USD MILLION)
TABLE 16. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY GROUND BASED, BY REGION, 2018-2032 (USD MILLION)
TABLE 17. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY GROUND BASED, BY GROUP, 2018-2032 (USD MILLION)
TABLE 18. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY GROUND BASED, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 19. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY GROUND BASED, 2018-2032 (USD MILLION)
TABLE 20. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HANDHELD, BY REGION, 2018-2032 (USD MILLION)
TABLE 21. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HANDHELD, BY GROUP, 2018-2032 (USD MILLION)
TABLE 22. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HANDHELD, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 23. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TRACTOR MOUNTED, BY REGION, 2018-2032 (USD MILLION)
TABLE 24. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TRACTOR MOUNTED, BY GROUP, 2018-2032 (USD MILLION)
TABLE 25. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TRACTOR MOUNTED, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 26. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MANNED AIRCRAFT, BY REGION, 2018-2032 (USD MILLION)
TABLE 27. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MANNED AIRCRAFT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 28. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MANNED AIRCRAFT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 29. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MANNED AIRCRAFT, 2018-2032 (USD MILLION)
TABLE 30. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FIXED WING AIRCRAFT, BY REGION, 2018-2032 (USD MILLION)
TABLE 31. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FIXED WING AIRCRAFT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 32. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FIXED WING AIRCRAFT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 33. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HELICOPTER, BY REGION, 2018-2032 (USD MILLION)
TABLE 34. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HELICOPTER, BY GROUP, 2018-2032 (USD MILLION)
TABLE 35. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HELICOPTER, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 36. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SATELLITE, BY REGION, 2018-2032 (USD MILLION)
TABLE 37. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SATELLITE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 38. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SATELLITE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 39. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SATELLITE, 2018-2032 (USD MILLION)
TABLE 40. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CONSTELLATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 41. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CONSTELLATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 42. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CONSTELLATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 43. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SINGLE SATELLITE, BY REGION, 2018-2032 (USD MILLION)
TABLE 44. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SINGLE SATELLITE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 45. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SINGLE SATELLITE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 46. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY UAV, BY REGION, 2018-2032 (USD MILLION)
TABLE 47. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY UAV, BY GROUP, 2018-2032 (USD MILLION)
TABLE 48. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY UAV, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 49. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY UAV, 2018-2032 (USD MILLION)
TABLE 50. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FIXED WING, BY REGION, 2018-2032 (USD MILLION)
TABLE 51. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FIXED WING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 52. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FIXED WING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 53. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY ROTARY WING, BY REGION, 2018-2032 (USD MILLION)
TABLE 54. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY ROTARY WING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 55. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY ROTARY WING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 56. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SPECTRAL RANGE, 2018-2032 (USD MILLION)
TABLE 57. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY NEAR INFRARED, BY REGION, 2018-2032 (USD MILLION)
TABLE 58. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY NEAR INFRARED, BY GROUP, 2018-2032 (USD MILLION)
TABLE 59. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY NEAR INFRARED, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 60. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SHORT WAVE INFRARED, BY REGION, 2018-2032 (USD MILLION)
TABLE 61. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SHORT WAVE INFRARED, BY GROUP, 2018-2032 (USD MILLION)
TABLE 62. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SHORT WAVE INFRARED, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 63. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY THERMAL INFRARED, BY REGION, 2018-2032 (USD MILLION)
TABLE 64. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY THERMAL INFRARED, BY GROUP, 2018-2032 (USD MILLION)
TABLE 65. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY THERMAL INFRARED, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 66. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY VISIBLE, BY REGION, 2018-2032 (USD MILLION)
TABLE 67. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY VISIBLE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 68. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY VISIBLE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 69. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 70. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CAMERAS, BY REGION, 2018-2032 (USD MILLION)
TABLE 71. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CAMERAS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 72. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CAMERAS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 73. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CAMERAS, 2018-2032 (USD MILLION)
TABLE 74. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HYPERSPECTRAL CAMERA, BY REGION, 2018-2032 (USD MILLION)
TABLE 75. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HYPERSPECTRAL CAMERA, BY GROUP, 2018-2032 (USD MILLION)
TABLE 76. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HYPERSPECTRAL CAMERA, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 77. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MULTISPECTRAL CAMERA, BY REGION, 2018-2032 (USD MILLION)
TABLE 78. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MULTISPECTRAL CAMERA, BY GROUP, 2018-2032 (USD MILLION)
TABLE 79. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MULTISPECTRAL CAMERA, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 80. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY THERMAL CAMERA, BY REGION, 2018-2032 (USD MILLION)
TABLE 81. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY THERMAL CAMERA, BY GROUP, 2018-2032 (USD MILLION)
TABLE 82. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY THERMAL CAMERA, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 83. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SENSORS, BY REGION, 2018-2032 (USD MILLION)
TABLE 84. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SENSORS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 85. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SENSORS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 86. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SENSORS, 2018-2032 (USD MILLION)
TABLE 87. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CCD, BY REGION, 2018-2032 (USD MILLION)
TABLE 88. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CCD, BY GROUP, 2018-2032 (USD MILLION)
TABLE 89. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CCD, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 90. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CMOS, BY REGION, 2018-2032 (USD MILLION)
TABLE 91. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CMOS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 92. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CMOS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 93. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SERVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 94. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SERVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 95. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 96. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 97. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CONSULTING, BY REGION, 2018-2032 (USD MILLION)
TABLE 98. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CONSULTING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 99. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CONSULTING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 100. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY INSTALLATION & MAINTENANCE, BY REGION, 2018-2032 (USD MILLION)
TABLE 101. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY INSTALLATION & MAINTENANCE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 102. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY INSTALLATION & MAINTENANCE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 103. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TRAINING, BY REGION, 2018-2032 (USD MILLION)
TABLE 104. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TRAINING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 105. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TRAINING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 106. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2032 (USD MILLION)
TABLE 107. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 108. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 109. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 110. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY DATA ANALYSIS, BY REGION, 2018-2032 (USD MILLION)
TABLE 111. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY DATA ANALYSIS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 112. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY DATA ANALYSIS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 113. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY IMAGE PROCESSING, BY REGION, 2018-2032 (USD MILLION)
TABLE 114. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY IMAGE PROCESSING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 115. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY IMAGE PROCESSING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 116. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 117. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CROP HEALTH MONITORING, BY REGION, 2018-2032 (USD MILLION)
TABLE 118. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CROP HEALTH MONITORING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 119. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CROP HEALTH MONITORING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 120. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CROP HEALTH MONITORING, 2018-2032 (USD MILLION)
TABLE 121. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY DISEASE IDENTIFICATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 122. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY DISEASE IDENTIFICATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 123. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY DISEASE IDENTIFICATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 124. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY NUTRIENT DEFICIENCY DETECTION, BY REGION, 2018-2032 (USD MILLION)
TABLE 125. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY NUTRIENT DEFICIENCY DETECTION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 126. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY NUTRIENT DEFICIENCY DETECTION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 127. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY WATER STRESS ANALYSIS, BY REGION, 2018-2032 (USD MILLION)
TABLE 128. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY WATER STRESS ANALYSIS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 129. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY WATER STRESS ANALYSIS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 130. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY IRRIGATION MANAGEMENT, BY REGION, 2018-2032 (USD MILLION)
TABLE 131. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY IRRIGATION MANAGEMENT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 132. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY IRRIGATION MANAGEMENT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 133. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY IRRIGATION MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 134. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY DRIP OPTIMIZATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 135. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY DRIP OPTIMIZATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 136. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY DRIP OPTIMIZATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 137. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY ROI ANALYSIS, BY REGION, 2018-2032 (USD MILLION)
TABLE 138. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY ROI ANALYSIS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 139. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY ROI ANALYSIS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 140. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, BY REGION, 2018-2032 (USD MILLION)
TABLE 141. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 142. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 143. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 144. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FERTILIZER RECOMMENDATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 145. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FERTILIZER RECOMMENDATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 146. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FERTILIZER RECOMMENDATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 147. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FOLIAR ANALYSIS, BY REGION, 2018-2032 (USD MILLION)
TABLE 148. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FOLIAR ANALYSIS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 149. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FOLIAR ANALYSIS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 150. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY PEST AND DISEASE DETECTION, BY REGION, 2018-2032 (USD MILLION)
TABLE 151. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY PEST AND DISEASE DETECTION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 152. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY PEST AND DISEASE DETECTION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 153. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY PEST AND DISEASE DETECTION, 2018-2032 (USD MILLION)
TABLE 154. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FUNGAL DETECTION, BY REGION, 2018-2032 (USD MILLION)
TABLE 155. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FUNGAL DETECTION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 156. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY FUNGAL DETECTION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 157. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY INSECT MONITORING, BY REGION, 2018-2032 (USD MILLION)
TABLE 158. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY INSECT MONITORING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 159. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY INSECT MONITORING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 160. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOIL ANALYSIS, BY REGION, 2018-2032 (USD MILLION)
TABLE 161. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOIL ANALYSIS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 162. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOIL ANALYSIS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 163. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOIL ANALYSIS, 2018-2032 (USD MILLION)
TABLE 164. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MOISTURE CONTENT ASSESSMENT, BY REGION, 2018-2032 (USD MILLION)
TABLE 165. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MOISTURE CONTENT ASSESSMENT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 166. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MOISTURE CONTENT ASSESSMENT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 167. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TEXTURE ANALYSIS, BY REGION, 2018-2032 (USD MILLION)
TABLE 168. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TEXTURE ANALYSIS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 169. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TEXTURE ANALYSIS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 170. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, BY REGION, 2018-2032 (USD MILLION)
TABLE 171. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 172. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 173. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, 2018-2032 (USD MILLION)
TABLE 174. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY BIOMASS ESTIMATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 175. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY BIOMASS ESTIMATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 176. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY BIOMASS ESTIMATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 177. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HARVEST PLANNING, BY REGION, 2018-2032 (USD MILLION)
TABLE 178. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HARVEST PLANNING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 179. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY HARVEST PLANNING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 180. GLOBAL IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY REGION, 2018-2032 (USD MILLION)
TABLE 181. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SUBREGION, 2018-2032 (USD MILLION)
TABLE 182. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 183. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY PLATFORM, 2018-2032 (USD MILLION)
TABLE 184. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY GROUND BASED, 2018-2032 (USD MILLION)
TABLE 185. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MANNED AIRCRAFT, 2018-2032 (USD MILLION)
TABLE 186. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SATELLITE, 2018-2032 (USD MILLION)
TABLE 187. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY UAV, 2018-2032 (USD MILLION)
TABLE 188. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SPECTRAL RANGE, 2018-2032 (USD MILLION)
TABLE 189. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 190. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CAMERAS, 2018-2032 (USD MILLION)
TABLE 191. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SENSORS, 2018-2032 (USD MILLION)
TABLE 192. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 193. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 194. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 195. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CROP HEALTH MONITORING, 2018-2032 (USD MILLION)
TABLE 196. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY IRRIGATION MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 197. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 198. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY PEST AND DISEASE DETECTION, 2018-2032 (USD MILLION)
TABLE 199. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOIL ANALYSIS, 2018-2032 (USD MILLION)
TABLE 200. AMERICAS IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, 2018-2032 (USD MILLION)
TABLE 201. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 202. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 203. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY PLATFORM, 2018-2032 (USD MILLION)
TABLE 204. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY GROUND BASED, 2018-2032 (USD MILLION)
TABLE 205. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MANNED AIRCRAFT, 2018-2032 (USD MILLION)
TABLE 206. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SATELLITE, 2018-2032 (USD MILLION)
TABLE 207. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY UAV, 2018-2032 (USD MILLION)
TABLE 208. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SPECTRAL RANGE, 2018-2032 (USD MILLION)
TABLE 209. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 210. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CAMERAS, 2018-2032 (USD MILLION)
TABLE 211. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SENSORS, 2018-2032 (USD MILLION)
TABLE 212. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 213. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 214. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 215. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CROP HEALTH MONITORING, 2018-2032 (USD MILLION)
TABLE 216. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY IRRIGATION MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 217. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 218. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY PEST AND DISEASE DETECTION, 2018-2032 (USD MILLION)
TABLE 219. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOIL ANALYSIS, 2018-2032 (USD MILLION)
TABLE 220. NORTH AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, 2018-2032 (USD MILLION)
TABLE 221. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 222. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 223. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY PLATFORM, 2018-2032 (USD MILLION)
TABLE 224. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY GROUND BASED, 2018-2032 (USD MILLION)
TABLE 225. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MANNED AIRCRAFT, 2018-2032 (USD MILLION)
TABLE 226. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SATELLITE, 2018-2032 (USD MILLION)
TABLE 227. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY UAV, 2018-2032 (USD MILLION)
TABLE 228. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SPECTRAL RANGE, 2018-2032 (USD MILLION)
TABLE 229. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 230. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CAMERAS, 2018-2032 (USD MILLION)
TABLE 231. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SENSORS, 2018-2032 (USD MILLION)
TABLE 232. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 233. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 234. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 235. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CROP HEALTH MONITORING, 2018-2032 (USD MILLION)
TABLE 236. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY IRRIGATION MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 237. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY NUTRIENT MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 238. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY PEST AND DISEASE DETECTION, 2018-2032 (USD MILLION)
TABLE 239. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOIL ANALYSIS, 2018-2032 (USD MILLION)
TABLE 240. LATIN AMERICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY YIELD PREDICTION, 2018-2032 (USD MILLION)
TABLE 241. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SUBREGION, 2018-2032 (USD MILLION)
TABLE 242. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY TECHNOLOGY TYPE, 2018-2032 (USD MILLION)
TABLE 243. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY PLATFORM, 2018-2032 (USD MILLION)
TABLE 244. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY GROUND BASED, 2018-2032 (USD MILLION)
TABLE 245. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY MANNED AIRCRAFT, 2018-2032 (USD MILLION)
TABLE 246. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SATELLITE, 2018-2032 (USD MILLION)
TABLE 247. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY UAV, 2018-2032 (USD MILLION)
TABLE 248. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SPECTRAL RANGE, 2018-2032 (USD MILLION)
TABLE 249. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2032 (USD MILLION)
TABLE 250. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CAMERAS, 2018-2032 (USD MILLION)
TABLE 251. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SENSORS, 2018-2032 (USD MILLION)
TABLE 252. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 253. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2032 (USD MILLION)
TABLE 254. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 255. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY CROP HEALTH MONITORING, 2018-2032 (USD MILLION)
TABLE 256. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGRICULTURE MARKET SIZE, BY IRRIGATION MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 257. EUROPE, MIDDLE EAST & AFRICA IMAGING TECHNOLOGY FOR PRECISION AGR

Companies Mentioned

The key companies profiled in this Imaging Technology for Precision Agriculture market report include:
  • Ag Leader Technology, Inc.
  • AGCO Corporation
  • AgJunction Inc.
  • Agremo
  • AGRIVI d.o.o.
  • BharatAgri
  • Ceres Imaging, Inc.
  • Cropin Technology Solutions Pvt. Ltd.
  • CropMetrics LLC
  • Deere & Company
  • Farmers Edge Inc.
  • FarmQA, Inc.
  • FieldX, Inc.
  • Grownetics, Inc.
  • Intello Labs Pvt. Ltd.
  • Proagrica Ltd.
  • Raven Industries, Inc.
  • The Climate Corporation
  • Topcon Corporation
  • Trimble Inc.

Table Information

Report AttributeDetails
No. of Pages188
PublishedJanuary 2026
Forecast Period2026 - 2032
Estimated Market Value ( USD ) in 2026 $ 596.61 Million
Forecasted Market Value ( USD ) by 2032 $ 1250 Million
Compound Annual Growth Rate12.9%
Regions CoveredGlobal
No. of Companies Mentioned20

Related Topics

Related Reports

Imaging Technology Solutions for Precision Agriculture Market - Global Forecast 2025-2030 - Product Image

Imaging Technology Solutions for Precision Agriculture Market - Global Forecast 2025-2030

  • Report
  • 184 Pages
  • Global
From
Imaging Technology for Precision Agriculture - Global Strategic Business Report - Product Image

Imaging Technology for Precision Agriculture - Global Strategic Business Report

  • Report
  • 293 Pages
  • Global
From
Technology Landscape, Trends and Opportunities in Imaging Technology For Precision Agriculture Market - Product Image

Technology Landscape, Trends and Opportunities in Imaging Technology For Precision Agriculture Market

  • Report
  • 150 Pages
  • Global
From
Precision Agriculture Market Size, Share, Trends, Analysis, and Forecast 2025-2034 | Global Industry Growth, Competitive Landscape, Opportunities, and Challenges - Product Image

Precision Agriculture Market Size, Share, Trends, Analysis, and Forecast 2025-2034 | Global Industry Growth, Competitive Landscape, Opportunities, and Challenges

  • Report
  • 150 Pages
  • Global
From
Precision Agriculture Market - Global Strategic Business Report - Product Image

Precision Agriculture Market - Global Strategic Business Report

  • Report
  • 477 Pages
  • Global
From

About the Imaging Technology for Precision Agriculture Market

In the context of agriculture, imaging technology for precision agriculture encompasses a range of technologies that serve to capture and analyze data about crops, livestock, and soil conditions. This technology includes satellite imagery, unmanned aerial vehicles (UAVs), and sensors mounted on ground-based equipment. These methods are utilized to monitor plant health, assess crop yields, and optimize resource use, such as water and fertilizers. Multispectral, hyperspectral, and thermal imaging techniques are applied to identify issues not visible to the naked eye. Additionally, this technology enables farmers to practice site-specific crop management (SSCM), tailoring their practices to the conditions detected within their fields, thus enhancing productivity and sustainability in farming operations. This domain intersects with the ongoing advancements in machine learning and big data analytics to interpret the vast amounts of imagery data generated more effectively. Some companies operating within the imaging technology for precision agriculture market include DJI, which is well-known for its drones and aerial imaging systems; Trimble Inc., a provider of advanced location-based solutions including agri-imaging technology; AGCO Corporation, which integrates precision agriculture into its machinery and offers farming imaging and data solutions; and Deere & Company, which offers a suite of precision agriculture technologies and services for crop monitoring and management. These companies, among others, continue to innovate and provide tools that transform how farmers monitor, manage, and optimize their agricultural practices. Show Less Read more

Copyright © 2002-2026 Research and Markets. All Rights Reserved.