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PUBLISHER: Grand View Research | PRODUCT CODE: 1554161
PUBLISHER: Grand View Research | PRODUCT CODE: 1554161
Smart Crop Monitoring Market Size, Share & Trends Analysis Report By Type (Hardware, Software, Services), By Technology (Sensing & Imagery, VRT, Automation & Robotics), By Application, By Region, And Segment Forecasts, 2024 - 2030
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PAGES: 120 Pages
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Smart Crop Monitoring Market Size & Trends:
The global smart crop monitoring market size was estimated at USD 2.31 billion in 2023 and is projected to grow at a CAGR of 14.1% from 2024 to 2030. The agriculture sector is undergoing a significant transformation with the advent of smart technologies, particularly in the domain of crop monitoring. Smart crop monitoring is gaining traction in the market driven by the need for increased efficiency, productivity, and sustainability in farming practices.
According to an article published by the United Nations Department of Economic and Social Affairs, the global population is projected to reach 9.8 billion by 2050, resulting in the demand for food expected to rise significantly. This necessitates the adoption of advanced technologies that can optimize crop yields, reduce waste, and ensure food security.
The market has evolved significantly over the past decade, driven by advancements in IoT, AI, and machine learning. These technologies have enabled the development of sophisticated monitoring systems that can provide real-time data on a wide range of parameters, including soil moisture, temperature, humidity, and pest activity. As result, farmers can now monitor their crops more effectively and respond quickly to potential issues, minimizing crop loss and improving overall productivity. The market is poised for significant growth, with an increasing number of farmers adopting these technologies to meet the challenges posed by climate change, resource scarcity, and the need for sustainable farming practices.
Precision farming is a key trend in modern agriculture, driven by the need to optimize resource use and increase productivity. Smart crop monitoring systems enable precision farming by providing real-time data on crop health, allowing farmers to apply fertilizers, pesticides, and water only where needed. This not only reduces costs but also minimizes the environmental impact of farming practices. Furthermore, governments across the globe are recognizing the importance of smart farming technologies in ensuring food security and sustainable agriculture. Government in the countries such as U.S., Canada, Australia, China, and India among others are offering subsidies and incentives to farmers who adopt smart farming technologies, driving the market growth.
Growing awareness of the need of sustainable farming practices to mitigate the impact of agriculture on the environment. Smart crop monitoring technologies enable farmers to reduce their use of water, fertilizers, and pesticides, leading to more sustainable farming practices. Such factors are driving the adoption of smart farming technologies, particularly in regions where water scarcity and environmental degradation are major concerns.
Climate change is having a profound impact on agriculture, with changing weather patterns and extreme weather events posing significant challenges for farmers. Smart crop monitoring system helps farmers adapt to these changes by providing real-time data on environmental conditions and enabling them to make informed decisions on crop management.
Global Smart Crop Monitoring Market Report Segmentation
This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2017 to 2030. For this study, Grand View Research has segmented the global smart crop monitoring market report based on type, technology, application, and region:
- Type Outlook (Revenue, USD Million, 2017 - 2030)
- Hardware
- Software
- Services
- Technology Outlook (Revenue, USD Million, 2017 - 2030)
- Sensing & Imagery
- Variable-Rate Technology (VRT)
- Guidance Technology
- Automation & Robotics
- Application Outlook (Revenue, USD Million, 2017 - 2030)
- Soil Monitoring
- Weather Forecasting
- Yield Monitoring
- Crop Protection
- Others
- Regional Outlook (Revenue, USD Million, 2017 - 2030)
- North America
- U.S.
- Canada
- Mexico
- Europe
- UK
- Germany
- France
- Asia Pacific
- India
- China
- Japan
- South Korea
- Australia
- Latin America
- Brazil
- Middle East and Africa (MEA)
- Kingdom of Saudi Arabia (KSA)
- UAE
- South Africa
Product Code: GVR-4-68040-428-2
Table of Contents
Chapter 1. Methodology and Scope
- 1.1. Market Segmentation and Scope
- 1.2. Market Definitions
- 1.3. Research Methodology
- 1.3.1. Information Procurement
- 1.3.2. Information or Data Analysis
- 1.3.3. Market Formulation & Data Visualization
- 1.3.4. Data Validation & Publishing
- 1.4. Research Scope and Assumptions
- 1.4.1. List of Data Sources
Chapter 2. Executive Summary
- 2.1. Market Outlook
- 2.2. Segment Outlook
- 2.3. Competitive Insights
Chapter 3. Smart Crop Monitoring Market Variables, Trends, & Scope
- 3.1. Market Introduction/Lineage Outlook
- 3.2. Industry Value Chain Analysis
- 3.3. Market Dynamics
- 3.3.1. Market Drivers Analysis
- 3.3.2. Market Restraints Analysis
- 3.3.3. Industry Opportunities
- 3.3.4. Industry Challenges
- 3.4. Smart Crop Monitoring Market Analysis Tools
- 3.4.1. Porter's Analysis
- 3.4.1.1. Bargaining power of the suppliers
- 3.4.1.2. Bargaining power of the buyers
- 3.4.1.3. Threats of substitution
- 3.4.1.4. Threats from new entrants
- 3.4.1.5. Competitive rivalry
- 3.4.2. PESTEL Analysis
- 3.4.2.1. Political landscape
- 3.4.2.2. Economic and Social landscape
- 3.4.2.3. Technological landscape
- 3.4.2.4. Environmental landscape
- 3.4.2.5. Legal landscape
- 3.4.1. Porter's Analysis
Chapter 4. Smart Crop Monitoring Market: Type Estimates & Trend Analysis
- 4.1. Segment Dashboard
- 4.2. Smart Crop Monitoring Market: Type Movement Analysis, 2023 & 2030 (USD Million)
- 4.3. Hardware
- 4.3.1. Hardware Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 4.4. Software
- 4.4.1. Software Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 4.5. Services
- 4.5.1. Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
Chapter 5. Smart Crop Monitoring Market: Technology Estimates & Trend Analysis
- 5.1. Segment Dashboard
- 5.2. Smart Crop Monitoring Market: Technology Movement Analysis, 2023 & 2030 (USD Million)
- 5.3. Sensing & Imagery
- 5.3.1. Sensing & Imagery Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 5.4. Variable-Rate Technology (VRT)
- 5.4.1. Variable-Rate Technology (VRT) Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 5.5. Guidance Technology
- 5.5.1. Variable-Rate Technology (VRT) Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 5.6. Automation & Robotics
- 5.6.1. Variable-Rate Technology (VRT) Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
Chapter 6. Smart Crop Monitoring Market: Application Estimates & Trend Analysis
- 6.1. Segment Dashboard
- 6.2. Smart Crop Monitoring Market: Application Movement Analysis, 2023 & 2030 (USD Million)
- 6.3. Soil Monitoring
- 6.3.1. Soil Monitoring Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 6.4. Weather Forecasting
- 6.4.1. Weather Forecasting Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 6.5. Yield Monitoring
- 6.5.1. Yield Monitoring Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 6.6. Crop Protection
- 6.6.1. Crop Protection Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
- 6.7. Others
- 6.7.1. Other Applications Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
Chapter 7. Smart Crop Monitoring Market: Regional Estimates & Trend Analysis
- 7.1. Smart Crop Monitoring Market Share, By Region, 2023 & 2030 (USD Million)
- 7.2. North America
- 7.2.1. North America Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.2.2. North America Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.2.3. North America Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.2.4. North America Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.2.5. U.S.
- 7.2.5.1. U.S. Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.2.5.2. U.S. Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.2.5.3. U.S. Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.2.5.4. U.S. Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.2.6. Canada
- 7.2.6.1. Canada Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.2.6.2. Canada Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.2.6.3. Canada Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.2.6.4. Canada Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.2.7. Mexico
- 7.2.7.1. Mexico Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.2.7.2. Mexico Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.2.7.3. Mexico Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.2.7.4. Mexico Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.3. Europe
- 7.3.1. Europe Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.3.2. Europe Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.3.3. Europe Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.3.4. Europe Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.3.5. UK
- 7.3.5.1. UK Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.3.5.2. UK Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.3.5.3. UK Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.3.5.4. UK Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.3.6. Germany
- 7.3.6.1. Germany Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.3.6.2. Germany Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.3.6.3. Germany Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.3.6.4. Germany Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.3.7. France
- 7.3.7.1. France Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.3.7.2. France Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.3.7.3. France Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.3.7.4. France Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.4. Asia Pacific
- 7.4.1. Asia Pacific Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.4.2. Asia Pacific Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.4.3. Asia Pacific Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.4.4. Asia Pacific Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.4.5. China
- 7.4.5.1. China Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.4.5.2. China Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.4.5.3. China Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.4.5.4. China Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.4.6. Japan
- 7.4.6.1. Japan Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.4.6.2. Japan Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.4.6.3. Japan Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.4.6.4. Japan Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.4.7. India
- 7.4.7.1. India Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.4.7.2. India Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.4.7.3. India Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.4.7.4. India Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.4.8. South Korea
- 7.4.8.1. South Korea Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.4.8.2. South Korea Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.4.8.3. South Korea Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.4.8.4. South Korea Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.4.9. Australia
- 7.4.9.1. Australia Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.4.9.2. Australia Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.4.9.3. Australia Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.4.9.4. Australia Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.5. Latin America
- 7.5.1. Latin America Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.5.2. Latin America Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.5.3. Latin America Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.5.4. Latin America Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.5.5. Brazil
- 7.5.5.1. Brazil Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.5.5.2. Brazil Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.5.5.3. Brazil Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.5.5.4. Brazil Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.6. Middle East and Africa
- 7.6.1. Middle East & Africa Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.6.2. Middle East & Africa (MEA) Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.6.3. Middle East & Africa (MEA) Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.6.4. Middle East & Africa (MEA) Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.6.5. Kingdom of Saudi Arabia (KSA)
- 7.6.5.1. Kingdom of Saudi Arabia (KSA) Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.6.5.2. Kingdom of Saudi Arabia (KSA) Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.6.5.3. Kingdom of Saudi Arabia (KSA) Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.6.5.4. Kingdom of Saudi Arabia (KSA) Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.6.6. UAE
- 7.6.6.1. UAE Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.6.6.2. UAE Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.6.6.3. UAE Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.6.6.4. UAE Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
- 7.6.7. South Africa
- 7.6.7.1. South Africa Smart Crop Monitoring Market Estimates and Forecasts, 2017 - 2030 (USD Million)
- 7.6.7.2. South Africa Smart Crop Monitoring Market Estimates and Forecasts, by Type, 2017 - 2030 (USD Million)
- 7.6.7.3. South Africa Smart Crop Monitoring Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
- 7.6.7.4. South Africa Smart Crop Monitoring Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
Chapter 8. Competitive Landscape
- 8.1. Recent Developments & Impact Analysis by Key Market Participants
- 8.2. Company Categorization
- 8.3. Company Market Positioning
- 8.4. Company Market Share Analysis
- 8.5. Company Heat Map Analysis
- 8.6. Strategy Mapping
- 8.6.1. Expansion
- 8.6.2. Mergers & Acquisition
- 8.6.3. Partnerships & Collaborations
- 8.6.4. New Product Launches
- 8.6.5. Research And Development
- 8.7. Company Profiles
- 8.7.1. AGCO Corporation
- 8.7.1.1. Participant's Overview
- 8.7.1.2. Financial Performance
- 8.7.1.3. Product Benchmarking
- 8.7.1.4. Recent Developments
- 8.7.2. CLAAS Group
- 8.7.2.1. Participant's Overview
- 8.7.2.2. Financial Performance
- 8.7.2.3. Product Benchmarking
- 8.7.2.4. Recent Developments
- 8.7.3. Climate LLC
- 8.7.3.1. Participant's Overview
- 8.7.3.2. Financial Performance
- 8.7.3.3. Product Benchmarking
- 8.7.3.4. Recent Developments
- 8.7.4. Deere & Company
- 8.7.4.1. Participant's Overview
- 8.7.4.2. Financial Performance
- 8.7.4.3. Product Benchmarking
- 8.7.4.4. Recent Developments
- 8.7.5. Microsoft Corporation
- 8.7.5.1. Participant's Overview
- 8.7.5.2. Financial Performance
- 8.7.5.3. Product Benchmarking
- 8.7.5.4. Recent Developments
- 8.7.6. Prospera Technologies
- 8.7.6.1. Participant's Overview
- 8.7.6.2. Financial Performance
- 8.7.6.3. Product Benchmarking
- 8.7.6.4. Recent Developments
- 8.7.7. Raven Industries Inc.
- 8.7.7.1. Participant's Overview
- 8.7.7.2. Financial Performance
- 8.7.7.3. Product Benchmarking
- 8.7.7.4. Recent Developments
- 8.7.8. Robert Bosch GmbH
- 8.7.8.1. Participant's Overview
- 8.7.8.2. Financial Performance
- 8.7.8.3. Product Benchmarking
- 8.7.8.4. Recent Developments
- 8.7.9. Small Robot Co.
- 8.7.9.1. Participant's Overview
- 8.7.9.2. Financial Performance
- 8.7.9.3. Product Benchmarking
- 8.7.9.4. Recent Developments
- 8.7.10. Trimble Inc.
- 8.7.10.1. Participant's Overview
- 8.7.10.2. Financial Performance
- 8.7.10.3. Product Benchmarking
- 8.7.10.4. Recent Developments
- 8.7.1. AGCO Corporation
Product Code: GVR-4-68040-428-2
List of Tables
- Table 1 Global Smart Crop Monitoring Market revenue estimates and forecast, by type, 2017 - 2030 (USD Million)
- Table 2 Global Smart Crop Monitoring Market revenue estimates and forecast, by technology, 2017 - 2030 (USD Million)
- Table 3 Global Smart Crop Monitoring Market revenue estimates and forecast, by application, 2017 - 2030 (USD Million)
- Table 4 Global Smart Crop Monitoring Market revenue estimates and forecast, by region, 2017 - 2030 (USD Million)
- Table 5 North America Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 6 U.S. Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 7 Canada Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 8 Mexico Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 9 Europe Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 10 UK Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 11 Germany Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 12 France Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 13 Asia Pacific Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 14 China Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 15 India Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 16 Japan Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 17 South Korea Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 18 Australia Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 19 Latin America Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 20 Brazil Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 21 Middle East & Africa Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 22 Kingdom of Saudi Arabia (KSA) Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 23 UAE Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 24 South Africa Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Table 25 Participant's Overview
- Table 26 Financial Performance
- Table 27 Product Benchmarking
- Table 28 Key companies undergoing expansion
- Table 29 Key companies involved in mergers & acquisitions
- Table 30 Key companies undertaking partnerships and collaboration
- Table 31 Key companies launching new product/service launches
List of Figures
- Fig. 1 Smart Crop Monitoring Market segmentation
- Fig. 2 Information procurement
- Fig. 3 Data analysis models
- Fig. 4 Market formulation and validation
- Fig. 5 Data validating & publishing
- Fig. 6 Market snapshot
- Fig. 7 Segment snapshot, by component and label
- Fig. 8 Segment snapshot, by printing method and end use
- Fig. 9 Competitive landscape snapshot
- Fig. 10 Smart Crop Monitoring Market value, 2017 - 2030 (USD Million)
- Fig. 11 Smart Crop Monitoring Market - Industry value chain analysis
- Fig. 12 Smart Crop Monitoring Market - Market trends
- Fig. 13 Smart Crop Monitoring Market: Porter's analysis
- Fig. 14 Smart Crop Monitoring Market: PESTEL analysis
- Fig. 15 Smart Crop Monitoring Market, by Component: Key takeaways
- Fig. 16 Smart Crop Monitoring Market, by Component: Market share, 2023 & 2030
- Fig. 17 Hardware Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 18 Software Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 19 Services Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 20 Smart Crop Monitoring Market, by Technology: Key takeaways
- Fig. 21 Smart Crop Monitoring Market, by Technology: Market share, 2023 & 2030
- Fig. 22 Sensing & Imagery Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 23 Variable-Rate Technology (VRT) Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 24 Guidance Technology Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 25 Automation & Robotics Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 26 Smart Crop Monitoring Market, by Application: Key takeaways
- Fig. 27 Smart Crop Monitoring Market, by Application: Market share, 2023 & 2030
- Fig. 28 Soil Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 29 Weather Forecasting Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 30 Yield Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 31 Crop Protection Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 32 Others Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 33 Global Smart Crop Monitoring Market revenue, by Region, 2023 & 2030, (USD Million)
- Fig. 34 North America Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 35 U.S. Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 36 Canada Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 37 Mexico Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 38 Europe Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 39 UK Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 40 Germany Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 41 France Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 42 Asia Pacific Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 43 China Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 44 India Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 45 Japan Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 46 South Korea Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 47 Australia Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 48 Latin America Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 49 Brazil Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 50 Middle East & Africa Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 51 Kingdom of Saudi Arabia (KSA) Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 52 UAE Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 53 South Africa Smart Crop Monitoring Market estimates & forecasts, 2017 - 2030 (USD Million)
- Fig. 54 Key company categorization
- Fig. 55 Smart Crop Monitoring Market - Key company market share analysis, 2023
- Fig. 56 Strategic framework
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