Crop Monitoring Market

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Crop Monitoring Market by Offering (Hardware, Software, Services), Technology (Sensing & Imagery, VRT), Application (Field Mapping, Soil Monitoring, Crop Scouting), Farm Size, Region - Global Forecast to 2035

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Report Code: SE 7707 Jun, 2026, by marketsandmarkets.com

Crop Monitoring Market Summary

The global crop monitoring market is valued at approximately USD 3.2 billion in 2024, the market is projected to reach USD 9.8 billion by 2035, growing at a CAGR of 10.8% during the forecast period (2024–2035). The surge in demand for sustainable agriculture, rising food security concerns, and the need to improve crop yield efficiency are key factors driving market growth. Additionally, the integration of artificial intelligence (AI), Internet of Things (IoT), satellite imaging, and automation technologies is revolutionizing crop monitoring practices. These advanced solutions enable real-time field analysis, predictive insights, and automated farm management, supporting farmers in optimizing productivity while reducing resource wastage.

Key Market Trends & Insights

North America leads the crop monitoring market, driven by early adoption of precision agriculture technologies, strong digital infrastructure, and government support for smart farming initiatives.

Asia Pacific is the fastest-growing region, fueled by increasing population, rising food demand, and rapid adoption of digital agriculture solutions in countries such as China and India.

Hardware solutions, including drones and sensors, dominate the market due to their critical role in collecting real-time field data. However, software platforms are gaining traction as farmers increasingly rely on analytics and insights.

AI-powered predictive analytics and machine learning models are emerging as key trends, enabling farmers to forecast crop health, detect diseases early, and optimize irrigation.

The integration of IoT-based smart sensors and cloud platforms is enhancing farm connectivity and enabling remote monitoring and control.

Automation technologies, including autonomous drones and robotic systems, are transforming crop monitoring by reducing labor dependency and increasing efficiency.

Market Size & Forecast

  • Base year market size (2024): USD 3.2 billion
  • Forecast value by 2035: USD 9.8 billion
  • CAGR (2024–2035): 10.8%
  • Growth is driven by increasing adoption of precision agriculture, AI-based analytics, IoT-enabled monitoring systems, and rising global food demand

Crop Monitoring Market Top 10 key takeaway

  • Growing demand for precision farming is driving market expansion
  • AI and IoT technologies are transforming crop monitoring practices
  • North America dominates due to advanced agricultural infrastructure
  • Asia Pacific is the fastest-growing region with rising food demand
  • Drones and sensors are leading product segments
  • Cloud-based analytics platforms are gaining traction
  • Early disease detection and yield optimization are key benefits
  • Government support for smart agriculture is boosting adoption
  • Automation is reducing labor costs and improving efficiency
  • Sustainability and resource optimization are key market drivers

Product Insights

Hardware solutions, particularly drones and field sensors, represent the leading segment in the crop monitoring market. These tools are essential for collecting high-resolution data on crop health, soil conditions, and environmental factors. Drones equipped with multispectral and hyperspectral cameras provide detailed imagery, enabling farmers to identify stress areas, nutrient deficiencies, and pest infestations with high accuracy.

Software platforms are emerging as a rapidly growing segment, offering advanced analytics, visualization tools, and decision-support systems. These platforms integrate data from multiple sources, including satellites, IoT devices, and weather stations, to provide actionable insights. Farmers can leverage these insights to optimize irrigation schedules, fertilizer application, and pest control measures.

Wearable and portable monitoring devices are also gaining traction, particularly among small and medium-scale farmers. These devices offer cost-effective solutions for real-time monitoring and data collection. The integration of AI algorithms into these products is enhancing their predictive capabilities, enabling proactive farm management.

Technology / Component Insights

The crop monitoring market is driven by a combination of advanced technologies, including remote sensing, geographic information systems (GIS), and data analytics platforms. Satellite imaging and drone-based aerial surveys play a crucial role in capturing large-scale agricultural data, enabling comprehensive field analysis.

Artificial intelligence and machine learning are at the core of modern crop monitoring systems. These technologies analyze vast datasets to identify patterns, predict crop yields, and detect anomalies such as diseases or pest outbreaks. AI-driven models can also recommend optimal farming practices based on real-time conditions.

IoT-enabled sensors are widely used to monitor soil moisture, temperature, humidity, and nutrient levels. These sensors provide continuous data streams, allowing farmers to make informed decisions and optimize resource utilization. Cloud computing platforms facilitate data storage, processing, and sharing, enabling seamless integration across different systems.

Automation technologies, including autonomous drones and robotic systems, are further enhancing efficiency by performing tasks such as field scanning and data collection with minimal human intervention. Future innovations are expected to focus on edge computing, digital twin technology for farms, and advanced predictive analytics.

Application Insights

The crop health monitoring segment is the leading application area, driven by the need to detect diseases, pests, and nutrient deficiencies at an early stage. Early detection enables farmers to take timely corrective actions, reducing crop losses and improving yield quality.

Yield monitoring is another significant application, helping farmers assess productivity and optimize harvesting strategies. By analyzing historical and real-time data, farmers can make informed decisions about crop selection and resource allocation.

Soil monitoring and irrigation management are also critical applications, particularly in regions facing water scarcity. Crop monitoring systems help optimize water usage by providing precise information on soil moisture levels and irrigation requirements.

Emerging applications include precision spraying, automated harvesting, and integration with supply chain management systems. These advancements are expanding the scope of crop monitoring and enhancing overall agricultural efficiency.

Regional Insights

North America holds the largest share of the crop monitoring market, supported by advanced agricultural practices, high adoption of precision farming technologies, and strong government initiatives promoting smart agriculture. The presence of leading technology providers further strengthens the region’s market position.

Europe is experiencing steady growth, driven by increasing focus on sustainable agriculture, stringent environmental regulations, and adoption of digital farming solutions. Countries such as Germany and France are leading in the implementation of advanced agricultural technologies.

Asia Pacific is the fastest-growing region, fueled by rising population, increasing food demand, and government initiatives supporting digital agriculture. Countries like China and India are investing heavily in smart farming technologies, creating significant growth opportunities.

  • North America leads due to advanced precision farming adoption
  • Europe benefits from sustainability initiatives and regulations
  • Asia Pacific shows highest growth due to rising food demand
  • Government support is driving adoption globally
  • Emerging markets are investing in digital agriculture

Country-Specific Market Trends

In Asia Pacific, China is leading the market with a CAGR of approximately 12.5%, driven by government initiatives promoting smart agriculture and large-scale adoption of AI and IoT technologies. Japan follows with a CAGR of 11.8%, focusing on robotics and automation in farming.

In North America, the United States dominates with a CAGR of 10.2%, supported by strong technological infrastructure and high adoption of precision agriculture. Canada and Mexico are also witnessing growth due to increasing investments in agricultural modernization.

In Europe, Germany leads with a CAGR of 10.5%, driven by sustainable farming practices and Industry 4.0 integration in agriculture. France is also experiencing growth, supported by government subsidies and research initiatives.

  • China leads APAC with strong government support
  • Japan focuses on automation and robotics in agriculture
  • United States dominates North America with advanced technologies
  • Germany leads Europe with sustainable farming practices
  • France benefits from government subsidies and innovation

Key Crop Monitoring Company Insights

The crop monitoring market is highly competitive, with companies focusing on innovation, AI integration, and strategic partnerships to strengthen their market presence. Leading players are investing in advanced analytics platforms, drone technologies, and IoT solutions to enhance their product offerings.

Key companies in the market include Trimble Inc., Deere & Company, AGCO Corporation, Climate LLC, and PrecisionHawk. These companies are leveraging AI-driven insights, expanding their global footprint, and collaborating with agricultural organizations to drive adoption. Their focus on developing user-friendly and cost-effective solutions is enabling wider adoption across different farming segments.

  • Companies are investing in AI and data analytics platforms
  • Focus on drone and sensor technology innovation
  • Strategic partnerships are driving market expansion
  • Emphasis on user-friendly and scalable solutions
  • Expansion into emerging markets is a key strategy

Recent Developments

Recent developments in the crop monitoring market include the launch of AI-powered crop analytics platforms that provide real-time insights and predictive recommendations. Several companies have introduced advanced drones equipped with multispectral imaging capabilities for enhanced field analysis.

Partnerships between technology providers and agricultural organizations are increasing, focusing on the development of integrated farming solutions. Additionally, the adoption of cloud-based platforms is enabling scalable and efficient data management across large agricultural operations.

Market Segmentation

The crop monitoring market is segmented based on product, technology/component, application, and region. By product, the market includes hardware (drones, sensors), software platforms, and services. In terms of technology, it encompasses remote sensing, AI-based analytics, IoT-enabled monitoring, and cloud computing. Applications include crop health monitoring, yield monitoring, soil analysis, and irrigation management. Regionally, the market is divided into North America, Europe, Asia Pacific, and Rest of the World.

  • Hardware solutions dominate the product segment
  • AI and IoT are key enabling technologies
  • Crop health monitoring is the leading application
  • Yield and soil monitoring are growing segments
  • Asia Pacific is the fastest-growing regional market

Conclusion

The crop monitoring market is poised for substantial growth through 2035, driven by the increasing adoption of AI, IoT, and automation technologies in agriculture. As the global population continues to rise and the demand for food increases, the need for efficient and sustainable farming practices becomes more critical. Crop monitoring solutions offer a powerful tool for improving productivity, reducing resource wastage, and ensuring food security. Companies that invest in advanced technologies, scalable solutions, and strategic collaborations will be well-positioned to capitalize on the growing opportunities in this dynamic market.

FAQs

1. What is the current size of the crop monitoring market?
The market was valued at approximately USD 3.2 billion in 2024.

2. What is the expected growth rate of the market?
The market is projected to grow at a CAGR of 10.8% from 2025 to 2035.

3. What are the key drivers of market growth?
Key drivers include precision agriculture adoption, AI and IoT integration, and increasing global food demand.

4. Which region leads the crop monitoring market?
North America currently holds the largest market share.

5. Who are the major players in the market?
Key companies include Trimble Inc., Deere & Company, AGCO Corporation, Climate LLC, and PrecisionHawk.

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TABLE OF CONTENTS

1 INTRODUCTION (Page No. - 25)
    1.1 STUDY OBJECTIVES
    1.2 DEFINITION AND SCOPE
           1.2.1 INCLUSIONS AND EXCLUSIONS
    1.3 STUDY SCOPE
           1.3.1 MARKETS COVERED
           1.3.2 GEOGRAPHIC SCOPE
           1.3.3 YEARS CONSIDERED
    1.4 CURRENCY
    1.5 LIMITATIONS
    1.6 STAKEHOLDERS

2 RESEARCH METHODOLOGY (Page No. - 29)
    2.1 RESEARCH DATA
           FIGURE 1 CROP MONITORING MARKET: RESEARCH DESIGN
           2.1.1 SECONDARY DATA
                    2.1.1.1 List of major secondary sources
                    2.1.1.2 Key data from secondary sources
           2.1.2 PRIMARY DATA
                    2.1.2.1 Primary interviews with experts
                    2.1.2.2 Major List of Primary Participants
                    2.1.2.3 Breakdown of primaries
                    2.1.2.4 Key data from primary sources
           2.1.3 SECONDARY AND PRIMARY RESEARCH
                    2.1.3.1 Key industry insights
    2.2 MARKET SIZE ESTIMATION
           2.2.1 BOTTOM-UP APPROACH
                    2.2.1.1 Approach for capturing market size by bottom-up analysis (demand side)
                               FIGURE 2 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
           2.2.2 TOP-DOWN APPROACH
                    2.2.2.1 Approach for capturing market size by top-down analysis (supply side)
                               FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
                               FIGURE 4 MARKET SIZE ESTIMATION: DEMAND SIDE APPROACH
                               TABLE 1 REMOTE SENSING TECHNOLOGY PENETRATION IN MAJOR COUNTRIES
                               FIGURE 5 MARKET SIZE ESTIMATION: SUPPLY SIDE APPROACH
    2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
           FIGURE 6 DATA TRIANGULATION
    2.4 RESEARCH ASSUMPTIONS

3 EXECUTIVE SUMMARY (Page No. - 44)
    3.1 REALISTIC (POST-COVID-19) SCENARIO
    3.2 OPTIMISTIC (POST-COVID-19) SCENARIO
    3.3 PESSIMISTIC (POST-COVID-19) SCENARIO
           FIGURE 7 CROP MONITORING MARKET, 2017–2025 (USD MILLION)
           FIGURE 8 MARKET FOR SOFTWARE TO GROW AT HIGHEST CAGR FROM 2020 TO 2025
           FIGURE 9 MARKET FOR AUTOMATION & ROBOTICS POISED TO GROW AT HIGHEST CAGR FROM 2020 TO 2025
           FIGURE 10 CROP SCOUTING AND MONITORING APPLICATION TO HOLD LARGEST SIZE OF MARKET IN 2020
           FIGURE 11 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE OF MARKET IN 2020
           FIGURE 12 MEDIUM-SIZED FARMS TO ACCOUNT FOR LARGEST SHARE OF MARKET IN 2020

4 PREMIUM INSIGHTS (Page No. - 51)
    4.1 ATTRACTIVE OPPORTUNITIES IN CROP MONITORING MARKET
           FIGURE 13 INCREASING ADOPTION OF HYPERSPECTRAL IMAGING CAMERAS AND IOT-BASED DEVICES IN AGRICULTURE FOR CROP MONITORING
    4.2 MARKET IN APAC, BY TECHNOLOGY AND COUNTRY
           FIGURE 14 AUSTRALIA AND SENSING & IMAGERY TECHNOLOGY WERE LARGEST SHAREHOLDERS OF MARKET IN ASIA PACIFIC IN 2019
    4.3 MARKET, BY OFFERING
           FIGURE 15 HARDWARE SEGMENT TO HOLD LARGEST SHARE OF MARKET IN 2020 AND 2025
    4.4 MARKET, BY APPLICATION
           FIGURE 16 CROP SCOUTING AND MONITORING TO ACCOUNT FOR LARGEST SIZE OF MARKET IN 2020
    4.5 GEOGRAPHIC ANALYSIS OF MARKET
           FIGURE 17 MARKET IN CHINA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD

5 MARKET OVERVIEW (Page No. - 54)
    5.1 INTRODUCTION
    5.2 MARKET DYNAMICS
           FIGURE 18 CROP MONITORING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
           5.2.1 DRIVERS
                    5.2.1.1 Rising adoption of AI and IoT-based crop monitoring devices
                    5.2.1.2 Increasing concerns for high yield, farmers’ profitability, food safety, and traceability
                               FIGURE 19 AGRICULTURAL CROP OUTPUT PER HECTARE (2018)
                    5.2.1.3 Growing literacy among growers regarding digital and remote sensing technologies worldwide
                    5.2.1.4 Surging investments in ag-tech and venture capital deals in terms of volume and size
                               FIGURE 20 GLOBAL ANNUAL FUNDING IN AGRICULTURE TECHNOLOGY, 2012-2020 (USD BILLION)
                               FIGURE 21 IMPACT ANALYSIS: DRIVERS
           5.2.2 RESTRAINTS
                    5.2.2.1 Low penetration of advance agriculture technologies in developing countries
                    5.2.2.2 Barriers created by limited internet connectivity in developing countries
                               FIGURE 22 INTERNET PENETRATION IN DEVELOPING COUNTRIES (2019)
                               FIGURE 23 IMPACT ANALYSIS: RESTRAINTS
           5.2.3 OPPORTUNITIES
                    5.2.3.1 Further boost of digitization plan in agriculture sector due to COVID-19
                    5.2.3.2 Increasing focus on sustainable agriculture and profitability for farmers
                    5.2.3.3 Surging adoption of remote sensing technology and variable rate technology
                               FIGURE 24 IMPACT ANALYSIS: OPPORTUNITIES
           5.2.4 CHALLENGES
                    5.2.4.1 Temporary supply chain disruptions due to COVID-19 pandemic
                    5.2.4.2 Analyzing big data gathered from farms and interoperability of different standards
                    5.2.4.3 Small and fragmented land holdings in large parts of world
                               FIGURE 25 CROP HARVESTED AREA FOR DIFFERENT REGIONS (MILLION HECTARES)
                               FIGURE 26 IMPACT ANALYSIS: CHALLENGES

6 INDUSTRY TRENDS (Page No. - 65)
    6.1 INTRODUCTION
    6.2 MAJOR TECHNOLOGY TRENDS IN MARKET
           6.2.1 ADVANCEMENTS IN HYPERSPECTRAL AND MULTISPECTRAL IMAGING TECHNOLOGIES
           6.2.2 EVOLVING IOT SOLUTIONS FOR CONNECTED FARMING
    6.3 MAJOR PLAYERS AT DIFFERENT STAGES OF VALUE CHAIN IN MARKET
    6.4 SUPPLY CHAIN ANALYSIS
           FIGURE 27 SUPPLY CHAIN: CROP MONITORING MARKET
    6.5 TECHNOLOGY ROADMAP
           6.5.1 TECHNOLOGY ROADMAP (2010–2025)
                    FIGURE 28 PRESENT AND UPCOMING TECHNOLOGIES IN MARKET
    6.6 IMPACT OF COVID-19 ON MARKET

7 CROP MONITORING MARKET, BY OFFERING (Page No. - 70)
    7.1 INTRODUCTION
           FIGURE 29 MARKET FOR SOFTWARE IS EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
           TABLE 2 MARKET, BY OFFERING, 2017–2025 (USD MILLION)
    7.2 HARDWARE
           TABLE 3 CROP MONITORING HARDWARE MARKET, BY TYPE, 2017–2025 (USD MILLION)
           TABLE 4 MARKET FOR HARDWARE, BY TECHNOLOGY, 2017–2025 (USD MILLION)
           TABLE 5 MARKET FOR HARDWARE, BY APPLICATION, 2017–2025 (USD MILLION)
           FIGURE 30 PENETRATION OF CROP MONITORING TECHNOLOGY IN SMALL FARMS IS EXPECTED TO GROW AT HIGHEST RATE DURING 2020–2025
           TABLE 6 MARKET FOR HARDWARE, BY FARM TYPE, 2017–2025 (USD MILLION)
           TABLE 7 MARKET FOR HARDWARE, BY REGION, 2017–2025 (USD MILLION)
           7.2.1 SENSING & MONITORING DEVICES
                    FIGURE 31 CAMERA SYSTEMS EXPECTED TO EXHIBIT HIGHEST GROWTH DURING FORECAST PERIOD
                    TABLE 8 MARKET FOR SENSING AND MONITORING DEVICES, BY TYPE, 2017–2025 (USD MILLION)
                    TABLE 9 MARKET FOR SENSING AND MONITORING DEVICES, BY FARM TYPE, 2017–2025 (USD MILLION)
                    TABLE 10 MARKET FOR SENSING AND MONITORING DEVICES, BY REGION, 2017–2025 (USD MILLION)
                    7.2.1.1 Sensors
                               FIGURE 32 MOISTURE SENSORS TO HOLD LARGEST SHARE OF CROP MONITORING MARKET IN 2025
                               TABLE 11 MARKET FOR SENSORS, BY TYPE, 2017–2025 (USD MILLION)
                               TABLE 12 MARKET FOR SENSORS, BY FARM TYPE,2017–2025 (USD MILLION)
                               TABLE 13 MARKET FOR SENSORS, BY REGION, 2017–2025 (THOUSAND UNITS)
                               7.2.1.1.1 Nutrient sensors
                                             7.2.1.1.1.1 Nutrient sensors to witness significant growth during forecast period owing to developments in precision agriculture practices
                               7.2.1.1.2 Moisture sensors
                                             7.2.1.1.2.1 Moisture sensors to witness higher adoption for efficient management of irrigation
                               7.2.1.1.3 Temperature sensors
                                             7.2.1.1.3.1 Increasing adoption of temperature sensors for sowing and checking suitability of soil for planting
                               7.2.1.1.4 Water sensors
                                             7.2.1.1.4.1 Need to focus on effective control on irrigation to drive use of water sensors
                               7.2.1.1.5 Climate sensors
                                             7.2.1.1.5.1 Uncertainties related to weather and climate to propel demand for climate sensors
                               7.2.1.1.6 Others
                    7.2.1.2 Camera systems
                               7.2.1.2.1 Surging adoption of hyperspectral imaging cameras for crop monitoring and NDVI measurement
                    7.2.1.3 Yield monitors
                               7.2.1.3.1 Market for yield monitor application to grow at significant rate during forecast period
                                            TABLE 14 MARKET FOR YIELD MONITORS, BY FARM SIZE, 2017–2025 (USD MILLION)
                    7.2.1.4 Others
           7.2.2 AUTOMATION & CONTROL
                    FIGURE 33 SMART CONTROLLERS ARE EXPECTED TO EXHIBIT HIGHEST GROWTH RATE DURING FORECAST PERIOD
                    TABLE 15 MARKET FOR AUTOMATION AND CONTROL DEVICES, BY TYPE, 2017–2025 (USD MILLION)
                    TABLE 16 MARKET FOR AUTOMATION AND CONTROL DEVICES, BY FARM SIZE, 2017–2025 (USD MILLION)
                    TABLE 17 MARKET FOR AUTOMATION AND CONTROL DEVICES, BY REGION, 2017–2025 (USD MILLION)
                    7.2.2.1 GNSS/GPS
                               FIGURE 34 MARKET FOR RTK IS EXPECTED TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
                               TABLE 18 MARKET FOR GPS/GNSS DEVICES, BY TYPE, 2017–2025 (USD MILLION)
                               TABLE 19 MARKET FOR GPS DEVICES, BY FARM SIZE, 2017–2025 (USD MILLION)
                               7.2.2.1.1 DGPS
                                             7.2.2.1.1.1 High demand for DGPS devices in variable rate applications
                               7.2.2.1.2 RTK
                                             7.2.2.1.2.1 RTK receivers to witness higher growth owing to higher accuracy in signal correction
                    7.2.2.2 Displays
                               7.2.2.2.1 Integration of display devices into crop monitoring systems is expected to drive market growth
                    7.2.2.3 Smart controllers
                               7.2.2.3.1 Demand for irrigation controllers and fertilizer controllers to witness substantial growth during post-COVID-19 pandemic
                    7.2.2.4 Others
    7.3 SOFTWARE
           FIGURE 35 MARKET FOR ON-CLOUD SOFTWARE TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
           TABLE 20 MARKET FOR SOFTWARE, BY TYPE, 2017–2025 (USD MILLION)
           TABLE 21 MARKET FOR SOFTWARE, BY APPLICATION, 2017–2025 (USD MILLION)
           TABLE 22 MARKET FOR SOFTWARE, BY FARM SIZE, 2017–2025 (USD MILLION)
           TABLE 23 MARKET FOR SOFTWARE, BY REGION, 2017–2025 (USD MILLION)
           7.3.1 ON CLOUD
                    7.3.1.1 Increasing popularity of software-as-a-service model fuels demand for cloud technology to ensure remote access to crucial data
           7.3.2 ON PREMISE
                    7.3.2.1 On-premise delivery model held smaller share of crop monitoring software market in 2019
    7.4 SERVICES
           FIGURE 36 SYSTEM INTEGRATION AND CONSULTING SERVICES TO HOLD LARGEST MARKET SHARE AMONG OTHER SERVICES IN 2020
           TABLE 24 CROP MONITORING MARKET FOR SERVICES, BY TYPE, 2017–2025 (USD MILLION)
           TABLE 25 MARKET FOR SERVICES, BY APPLICATION, 2017–2025 (USD MILLION)
           TABLE 26 MARKET FOR SERVICES, BY FARM SIZE, 2017–2025 (USD MILLION)
           FIGURE 37 MARKET IN APAC IS EXPECTED TO GROW AT FASTEST RATE DURING FORECAST PERIOD
           TABLE 27 MARKET FOR SERVICES, BY REGION, 2017–2025 (USD MILLION)
           7.4.1 SYSTEM INTEGRATION AND CONSULTING
                    7.4.1.1 System integration and consulting services held largest share in 2019
           7.4.2 MANAGED SERVICES
                    TABLE 28 MARKET FOR MANAGED SERVICES, BY TYPE, 2017–2025 (USD MILLION)
                    7.4.2.1 Farm operations
                               7.4.2.1.1 Transforming traditional farm operations toward digital platform to boost market for farm operation services
                    7.4.2.2 Data services
                               7.4.2.2.1 Increasing penetration of mobile applications has contributed toward higher demand for data services
                    7.4.2.3 AI-based analytics
                               7.4.2.3.1 AI-based analytics to provide actionable insights to farmers by addressing crop health-related issues
           7.4.3 CONNECTED SERVICES
                    7.4.3.1 Connected Services have strong growth potential in coming years
           7.4.4 ASSISTED PROFESSIONAL SERVICES
                    7.4.4.1 Supply chain management services
                    7.4.4.2 Climate information services

8 CROP MONITORING MARKET, BY TECHNOLOGY (Page No. - 97)
    8.1 INTRODUCTION
           FIGURE 38 AUTOMATION & ROBOTICS TO EXHIBIT HIGHEST CAGR IN MARKET FROM 2020 TO 2025
           TABLE 29 MARKET, BY TECHNOLOGY, 2017–2025 (USD MILLION)
    8.2 SENSING & IMAGERY
           TABLE 30 MARKET FOR SENSING & IMAGERY TECHNOLOGY, BY TYPE, 2017–2025 (USD MILLION)
           TABLE 31 MARKET FOR SENSING & IMAGERY TECHNOLOGY, BY OFFERING, 2017–2025 (USD MILLION)
           FIGURE 39 MARKET FOR WEATHER TRACKING & FORECASTING TO GROW AT HIGHEST CAGR FROM 2020 TO 2025
           TABLE 32 MARKET FOR SENSING & IMAGERY TECHNOLOGY, BY APPLICATION, 2017–2025 (USD MILLION)
           TABLE 33 MARKET FOR SENSING & IMAGERY TECHNOLOGY, BY REGION, 2017–2025 (USD MILLION)
           TABLE 34 MARKET FOR SENSING & IMAGERY TECHNOLOGY, BY FARM SIZE, 2017–2025 (USD MILLION)
           8.2.1 SATELLITE REMOTE SENSING
                    8.2.1.1 Satellite remote sensing held largest share of market for sensing and imagery technology in 2019
           8.2.2 DRONE BASED/ AERIAL SENSING
                    8.2.2.1 Market for Drone imaging is expected to grow at fastest rate during forecast period
           8.2.3 GROUND-BASED SENSING
                    8.2.3.1 Surging adoption of telematics has resulted in demand for ground-based sensing devices
    8.3 VARIABLE RATE TECHNOLOGY
           8.3.1 VARIABLE RATE TECHNOLOGY IS GAINING MOMENTUM DUE TO INCREASING AWARENESS AMONG FARMERS
                    FIGURE 40 HARDWARE SEGMENT IS EXPECTED TO HOLD A MAJOR SHARE OF MARKET FOR VRT IN 2020
                    TABLE 35 MARKET FOR VRT, BY OFFERING, 2017–2025 (USD MILLION)
                    TABLE 36 MARKET FOR VRT, BY REGION, 2017–2025 (USD MILLION)
                    TABLE 37 MARKET FOR VRT, BY FARM SIZE, 2017–2025 (USD MILLION)
    8.4 AUTOMATION AND ROBOTICS
           8.4.1 MARKET FOR AUTOMATION AND ROBOTICS IS EXPECTED TO GROW AT HIGHEST RATE DURING FORECAST PERIOD
                    TABLE 38 MARKET FOR AUTOMATION & ROBOTICS, BY OFFERING, 2017–2025 (USD MILLION)
                    FIGURE 41 MARKET FOR AUTOMATION AND ROBOTICS IN APAC IS EXPECTED TO GROW AT HIGHEST RATE DURING FORECAST PERIOD
                    TABLE 39 MARKET FOR AUTOMATION & ROBOTICS TECHNOLOGY, BY REGION, 2017–2025 (USD MILLION)
                    TABLE 40 MARKET FOR AUTOMATION & ROBOTICS TECHNOLOGY, BY FARM SIZE, 2017–2025 (USD MILLION)

9 CROP MONITORING MARKET, BY APPLICATION (Page No. - 109)
    9.1 INTRODUCTION
           FIGURE 42 MARKET FOR WEATHER TRACKING & FORECASTING APPLICATION IS EXPECTED TO GROW AT FASTEST RATE DURING FORECAST PERIOD
           TABLE 41 MARKET, BY APPLICATION, 2017–2025 (USD MILLION)
    9.2 FIELD MAPPING
           TABLE 42 MARKET FOR FIELD MAPPING APPLICATION, BY TECHNOLOGY, 2017–2025 (USD MILLION)
           TABLE 43 MARKET FOR FIELD MAPPING, BY REGION, 2017–2025 (USD MILLION)
           9.2.1 BOUNDARY MAPPING
                    9.2.1.1 Boundary mapping is expected to exhibit higher growth
           9.2.2 DRAINAGE MAPPING
                    9.2.2.1 Drainage mapping to witness high demand owing to rising use of precision agriculture technology
    9.3 SOIL MONITORING
           9.3.1 SOIL MONITORING IS WITNESSING SURGE IN DEMAND FOR MEASURING SOIL MOISTURE CONTENT, SALINITY, AND TEMPERATURE
                    FIGURE 43 SENSING AND IMAGERY HOLDS LARGER SHARE OF MARKET FOR SOIL MONITORING APPLICATION
                    TABLE 44 MARKET FOR SOIL MONITORING APPLICATION, BY TECHNOLOGY, 2017–2025 (USD MILLION)
                    TABLE 45 MARKET FOR SOIL MONITORING APPLICATION, BY REGION, 2017–2025 (USD MILLION)
    9.4 CROP SCOUTING AND MONITORING
           9.4.1 CROP SCOUTING AND MONITORING APPLICATION HOLDS MAJOR CHUNK OF MARKET
                    TABLE 46 MARKET FOR CROP SCOUTING APPLICATION, BY TECHNOLOGY, 2017–2025 (USD MILLION)
                    TABLE 47 MARKET FOR CROP SCOUTING AND MONITORING APPLICATION, BY REGION, 2017–2025 (USD MILLION)
    9.5 YIELD MAPPING AND MONITORING
           9.5.1 YIELD MONITORING PROVIDES FARMERS INFORMATION ABOUT WEATHER CONDITIONS, SOIL PROPERTIES, AND FERTILIZERS
                    TABLE 48 BENEFITS OF YIELD MONITORING
                    TABLE 49 MARKET FOR YIELD MONITORING APPLICATION, BY TECHNOLOGY, 2017–2025 (USD MILLION)
                    FIGURE 44 MARKET FOR YIELD MONITORING APPLICATION IN APAC IS EXPECTED TO GROW AT HIGHEST RATE DURING FORECAST PERIOD
                    TABLE 50 MARKET FOR YIELD MONITORING, BY REGION, 2017–2025 (USD MILLION) 
           9.5.2 ON-FARM YIELD MONITORING
           9.5.3 OFF-FARM YIELD MONITORING
    9.6 VARIABLE RATE APPLICATION
           9.6.1 RISE OF CROP MONITORING TECHNIQUES WILL LEAD TO WIDER ADOPTION OF VARIABLE RATE TECHNOLOGY
                    TABLE 51 CROP MONITORING MARKET FOR VARIABLE RATE APPLICATION, BY REGION, 2017–2025 (USD MILLION)
           9.6.2 PRECISION IRRIGATION
           9.6.3 PRECISION FERTILIZING
                    9.6.3.1 Nitrogen VRA
                    9.6.3.2 Phosphorous VRA
                    9.6.3.3 Lime VRA
           9.6.4 PESTICIDE VRA
    9.7 WEATHER TRACKING & FORECASTING
           9.7.1 MARKET FOR WEATHER TRACKING & FORECASTING APPLICATION TO GROW AT HIGHEST RATE DURING FORECAST PERIOD
                    FIGURE 45 MARKET FOR WEATHER TRACKING & FORECASTING APPLICATION IN APAC IS EXPECTED TO GROW AT HIGHEST RATE DURING FORECAST PERIOD
                    TABLE 52 MARKET FOR WEATHER TRACKING AND FORECASTING APPLICATION, BY REGION, 2017–2025 (USD MILLION)
    9.8 OTHERS

10 CROP MONITORING MARKET, BY FARM SIZE (Page No. - 125)
     10.1 INTRODUCTION
             FIGURE 46 PENETRATION OF CROP MONITORING TECHNOLOGIES IN SMALL-SIZED FARMS IS EXPECTED TO GROW AT FASTEST RATE DURING FORECAST PERIOD
             TABLE 53 MARKET, BY FARM SIZE, 2017–2025 (USD MILLION)
     10.2 LARGE-SIZED FARMS (ABOVE 400 HECTARES)
             TABLE 54 MARKET FOR LARGE FARMS, BY TECHNOLOGY, 2017–2025 (USD MILLION)
             TABLE 55 MARKET FOR LARGE FARMS, BY OFFERING, 2017–2025 (USD MILLION)
     10.3 MEDIUM-SIZED FARMS (100 TO 400 HECTARES)
             TABLE 56 MARKET FOR MEDIUM-SIZED FARMS, BY TECHNOLOGY, 2017–2025 (USD MILLION)
             TABLE 57 MARKET FOR MEDIUM-SIZED FARMS, BY OFFERING, 2017–2025 (USD MILLION)
     10.4 SMALL-SIZED FARMS (LESS THAN 100 HECTARES)
             FIGURE 47 MARKET FOR AUTOMATION & ROBOTICS IS EXPECTED TO GROW HIGHEST RATE DURING FORECAST PERIOD
             TABLE 58 MARKET FOR SMALL-SIZED FARMS, BY TECHNOLOGY, 2017–2025 (USD MILLION)
             TABLE 59 MARKET FOR SMALL-SIZED FARMS, BY OFFERING, 2017–2025 (USD MILLION)

11 GEOGRAPHIC ANALYSIS (Page No. - 131)
     11.1 INTRODUCTION
           FIGURE 48 GROWTH RATE OF CROP MONITORING MARKET, BY REGION
             TABLE 60 MARKET, BY REGION, 2017–2025 (USD MILLION)
     11.2 AMERICAS
             FIGURE 49 SNAPSHOT OF MARKET IN AMERICAS
             TABLE 61 MARKET IN AMERICAS, 2017–2025 (USD MILLION)
             TABLE 62 MARKET IN AMERICAS, BY TECHNOLOGY, 2017–2025 (USD MILLION)
             TABLE 63 MARKET IN AMERICAS, BY OFFERING, 2017–2025 (USD MILLION)
             TABLE 64 MARKET IN AMERICAS, BY APPLICATION, 2017–2025 (USD MILLION)
             TABLE 65 MARKET IN AMERICAS, BY FARM SIZE, 2017–2025 (USD MILLION)
             11.2.1 NORTH AMERICA
                        TABLE 66 MARKET IN NORTH AMERICA, BY COUNTRY, 2017–2025 (USD MILLION)
                        TABLE 67 MARKET IN NORTH AMERICA, BY TECHNOLOGY, 2017–2025 (USD MILLION)
                        TABLE 68 MARKET IN NORTH AMERICA, BY OFFERING, 2017–2025 (USD MILLION)
                        TABLE 69 MARKET IN NORTH AMERICA, BY FARM SIZE, 2017–2025 (USD MILLION)
             11.2.2 IMPACT OF COVID-19 ON MARKET IN NORTH AMERICA
                        11.2.2.1 US
                                     11.2.2.1.1 Growing awareness related to precision agriculture technology and shortage of labor
                                                    TABLE 70 MARKET IN US, BY TECHNOLOGY, 2017–2025 (USD MILLION)
                                                    TABLE 71 MARKET IN US, BY OFFERING, 2017–2025 (USD MILLION)
                        11.2.2.2 Canada
                                     11.2.2.2.1 Growing concern regarding labor force crisis in Canada
                                                    TABLE 72 MARKET IN CANADA, BY TECHNOLOGY, 2017–2025 (USD MILLION)
                                                    TABLE 73 MARKET IN CANADA, BY OFFERING, 2017–2025 (USD MILLION)
                        11.2.2.3 Mexico
                                     11.2.2.3.1 Growing adoption of advanced agriculture technology in Mexico
             11.2.3 SOUTH AMERICA
                        TABLE 74 CROP MONITORING MARKET IN SOUTH AMERICA, BY COUNTRY, 2017–2025 (USD MILLION)
                        TABLE 75 MARKET IN SOUTH AMERICA, BY TECHNOLOGY, 2017–2025 (USD MILLION)
                        TABLE 76 MARKET IN SOUTH AMERICA, BY OFFERING, 2017–2025 (USD MILLION)
                        TABLE 77 MARKET IN SOUTH AMERICA, BY FARM SIZE, 2017–2025 (USD MILLION)
             11.2.4 IMPACT OF COVID-19 ON MARKET IN SOUTH AMERICA
                        11.2.4.1 Brazil
                                     11.2.4.1.1 Government reforms to digitize agriculture
                                                    TABLE 78 MARKET IN BRAZIL, BY TECHNOLOGY, 2017–2025 (USD MILLION)
                                                    TABLE 79 MARKET IN BRAZIL, BY OFFERING, 2017–2025 (USD MILLION)
                        11.2.4.2 Argentina
                                     11.2.4.2.1 Vast croplands and implementation of IoT and AI technology in agriculture practices
                        11.2.4.3 Rest of South America
     11.3 EUROPE
             FIGURE 50 SNAPSHOT OF CROP MONITORING MARKET IN EUROPE
             TABLE 80 MARKET IN EUROPE, BY COUNTRY, 2017–2025 (USD MILLION)
             TABLE 81 MARKET IN EUROPE, BY TECHNOLOGY, 2017–2025 (USD MILLION)
             TABLE 82 MARKET IN EUROPE, BY OFFERING, 2017–2025 (USD MILLION)
             TABLE 83 MARKET IN EUROPE, BY APPLICATION, 2017–2025 (USD MILLION)
             TABLE 84 MARKET IN EUROPE, BY FARM SIZE, 2017–2025 (USD MILLION)
             11.3.1 IMPACT OF COVID-19 ON MARKET IN EUROPE
             11.3.2 GERMANY
                        11.3.2.1 Increasing focus of government on reducing food import and becoming self-sufficient
                                     TABLE 85 MARKET IN GERMANY, BY TECHNOLOGY, 2017–2025 (USD MILLION)
                                     TABLE 86 MARKET IN GERMANY, BY OFFERING, 2017–2025 (USD MILLION)
             11.3.3 UK
                        11.3.3.1 Increasing investments in ag-tech sector in UK
                                     TABLE 87 MARKET IN UK, BY TECHNOLOGY, 2017–2025 (USD MILLION)
                                     TABLE 88 MARKET IN UK, BY OFFERING, 2017–2025 (USD MILLION)
             11.3.4 ITALY
                        11.3.4.1 Adoption of digital agriculture is critical success factor for development of market
                                     TABLE 89 ARKET IN ITALY, BY TECHNOLOGY, 2017–2025 (USD MILLION)
                                     TABLE 90 MARKET IN ITALY, BY OFFERING, 2017–2025 (USD MILLION)
             11.3.5 FRANCE
                        11.3.5.1 Growing awareness regarding digital agriculture technology among farmers
                                     TABLE 91 MARKET IN FRANCE, BY TECHNOLOGY,2017–2025 (USD MILLION)
                                     TABLE 92 MARKET IN FRANCE, BY OFFERING, 2017–2025 (USD MILLION)
             11.3.6 REST OF EUROPE
     11.4 APAC
             FIGURE 51 SNAPSHOT OF CROP MONITORING MARKET IN APAC
             TABLE 93 MARKET IN APAC, BY COUNTRY 2017–2025 (USD MILLION)
             TABLE 94 MARKET IN APAC, BY TECHNOLOGY, 2017–2025 (USD MILLION)
             TABLE 95 MARKET IN APAC, BY OFFERING, 2017–2025 (USD MILLION)
             TABLE 96 MARKET IN APAC, BY APPLICATION, 2017–2025 (USD MILLION)
             TABLE 97 MARKET IN APAC, BY FARM SIZE, 2017–2025 (USD MILLION)
             11.4.1 IMPACT OF COVID-19 ON MARKET IN APAC
             11.4.2 CHINA
                        11.4.2.1 High investments and technological advancements in ag-tech sector
             11.4.3 JAPAN
                        11.4.3.1 Rising average age of farmers and concerns to meet domestic food demand is prominent factor for adoption of agriculture technology
             11.4.4 AUSTRALIA
                        11.4.4.1 Large farm sizes and high-cost of labor
                                     TABLE 98 MARKET IN AUSTRALIA, BY TECHNOLOGY, 2017–2025 (USD MILLION)
                                     TABLE 99 CROP MONITORING MARKET IN AUSTRALIA, BY OFFERING, 2017–2025 (USD MILLION)
             11.4.5 INDIA
                        11.4.5.1 Growing awareness regarding digitization of agriculture and emergence of digital infrastructure
             11.4.6 SOUTH KOREA
                        11.4.6.1 Adoption of advanced agriculture technologies by progressive farmers has led to growth of market in country
             11.4.7 REST OF APAC
     11.5 ROW
             TABLE 100 MARKET IN ROW, BY REGION 2017–2025 (USD MILLION)
             TABLE 101 MARKET IN ROW, BY TECHNOLOGY, 2017–2025 (USD MILLION)
             TABLE 102 MARKET IN ROW, BY OFFERING, 2017–2025 (USD MILLION)
             TABLE 103 MARKET IN ROW, BY APPLICATION, 2017–2025 (USD MILLION)
             TABLE 104 MARKET IN ROW, BY FARM SIZE, 2017–2025 (USD MILLION)
             11.5.1 IMPACT OF COVID-19 ON MARKET IN ROW
             11.5.2 AFRICA
             11.5.3 MIDDLE EAST

12 COMPETITIVE LANDSCAPE (Page No. - 170)
     12.1 INTRODUCTION
             FIGURE 52 COMPANIES ADOPTED COLLABORATIONS, AGREEMENTS, AND PARTNERSHIPS AS KEY GROWTH STRATEGIES
     12.2 MARKET SHARE ANALYSIS
             TABLE 105 MARKET SHARE OF TOP 5 PLAYERS FOR SENSING & IMAGERY TECHNOLOGY IN MARKET (2019)
             TABLE 106 MAJOR REMOTE SENSING TECHNOLOGY PROVIDERS (2019)
     12.3 COMPETITIVE LEADERSHIP MAPPING, 2019
             12.3.1 VISIONARY LEADERS
             12.3.2 DYNAMIC DIFFERENTIATORS
             12.3.3 INNOVATORS
             12.3.4 EMERGING COMPANIES
                        FIGURE 53 CROP MONITORING MARKET (GLOBAL) COMPETITIVE LEADERSHIP MAPPING, 2019
     12.4 RECENT DEVELOPMENTS
             12.4.1 PRODUCT LAUNCHES & DEVELOPMENTS
                        TABLE 107 PRODUCT LAUNCHES AND DEVELOPMENTS, 2018–2020
             12.4.2 AGREEMENTS, PARTNERSHIPS, AND COLLABORATIONS
                        TABLE 108 PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS, 2018-2020
             12.4.3 MERGERS AND ACQUISITIONS
                        TABLE 109 MERGER AND ACQUISITIONS, 2018–2020

13 COMPANY PROFILES (Page No. - 178)
(Business Overview, Products Offered, Recent Developments, SWOT Analysis, and MnM View)* 
     13.1 INTRODUCTION
     13.2 KEY PLAYERS
             13.2.1 TOPCON CORPORATION
                        FIGURE 54 TOPCON CORPORATION: COMPANY SNAPSHOT
             13.2.2 TRIMBLE
                        FIGURE 55 TRIMBLE: COMPANY SNAPSHOT
             13.2.3 THE CLIMATE CORPORATION (SUBSIDIARY OF BAYER)
             13.2.4 YARA INTERNATIONAL
                        FIGURE 56 YARA INTERNATIONAL: COMPANY SNAPSHOT
             13.2.5 CROPX TECHNOLOGIES
             13.2.6 CROPIO
             13.2.7 EARTH OBSERVING SYSTEM (EOS)
             13.2.8 PRECISIONHAWK
             13.2.9 AG LEADER
             13.2.10 TARANIS
             13.2.11 ABACO GROUP
     13.3 OTHER COMPANIES
             13.3.1 CROPIN TECHNOLOGY SOLUTIONS
             13.3.2 GAMAYA
             13.3.3 SLANTRANGE
             13.3.4 SENETERA
             13.3.5 AMERICAN ROBOTICS
             13.3.6 SENSEFLY
             13.3.7 SURFACE OPTICS CORPORATION
             13.3.8 CROPOM
             13.3.9 AGREMO
             13.3.10 SGS
*Details on Business Overview, Products Offered, Recent Developments, SWOT Analysis, and MnM View might not be captured in case of unlisted companies. 
     13.4 RIGHT TO WIN

14 APPENDIX (Page No. - 208)
     14.1 INSIGHTS FROM INDUSTRY EXPERTS
     14.2 DISCUSSION GUIDE
     14.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
     14.4 AVAILABLE CUSTOMIZATION
     14.5 RELATED REPORTS
     14.6 AUTHOR DETAILS

The research study involved 4 major activities in estimating the size of the crop monitoring market. Exhaustive secondary research has been done to collect significant information on the crop monitoring market, peer market, and parent market. The validation of these findings, assumptions, and sizing with industry experts across the value chain through primary research has been the next step. Both top-down and bottom-up approaches have been employed to estimate the global market size. Post which the market breakdown and data triangulation have been used to estimate the market sizes of segments and subsegments.

Secondary Research

The secondary sources referred for this research study includes International Society for Precision Agriculture (ISPA) (US), Precision Ag Institute (US), SPAA Precision Agriculture (Australia) and Agricultural Research Organization (Israel).

In the crop monitoring market report, the top-down as well as the bottom-up approaches have been used for the estimation and validation of the size of the crop monitoring market, along with several other dependent submarkets. The major players in the crop monitoring market were identified using extensive secondary research and their presence using primary and secondary research. All the percentage shares, splits, and breakdowns have been determined using secondary sources and verified through primary sources.

Primary Research

Extensive primary research has been conducted after understanding and analyzing the crop monitoring market scenario through secondary research. Several primary interviews have been conducted with key opinion leaders from both demand- and supply-side vendors across 4 major regions—the Americas, Europe, Asia Pacific (APAC), and the Rest of the World (Russia, the Middle East, and Africa). Approximately 25% of the primary interviews have been conducted with the demand side and 75% with the supply side. These primary data have been collected mainly through telephonic interviews, which consist of 80% of the total primary interviews; questionnaires and emails have also been used to collect the data.

After successful interaction with industry experts, brief sessions were conducted with highly experienced independent consultants to reinforce the findings from our primaries. This, along with the in-house subject matter experts’ opinions, has led us to the findings as described in the remainder of this report.

Crop Monitoring Market Size, and Share

Market Size Estimation

In the complete market engineering process, both top-down and bottom-up approaches have been implemented, along with several data triangulation methods, to estimate and validate the size of the crop monitoring market, as well as that of various other dependent submarkets. The research methodology used to estimate the market sizes includes the following:

  • Identifying the market for crop monitoring-based hardware, software, and services in each country
  • Identifying major applications of crop monitoring-related products, along with the types of hardware, software, and services required for various applications
  • Estimating the size of the market in each region by adding the size of the country-wise markets
  • Tracking the ongoing and upcoming implementation of crop monitoring projects by various companies in each region and forecasting the size of the crop monitoring market based on these developments and other critical parameters
  • Arriving at the size of the global market by adding the size of the region-wise markets

Market Size Estimation Methodology-Bottom-up approach

Crop Monitoring Market Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Data Triangulation

After arriving at the overall market size from the estimation process explained above, the overall crop monitoring market has been split into several segments and subsegments. To complete the overall market engineering process and arrive at the exact statistics for all segments and subsegments, the data triangulation and market breakdown procedures have been employed, wherever applicable. The data has been triangulated by studying various factors and trends from both the demand and supply sides. Along with this, the crop monitoring market has been validated using both top-down and bottom-up approaches.

The main objectives of this study are as follows:

  • To define, describe, and forecast the crop monitoring market, in terms of value and volume, by offering, technology, farm size, application, and region
  • To forecast the market, for various segments with respect to 4 main regions—the Americas, Europe, Asia Pacific (APAC), and Rest of the World (RoW), in terms of value and volume
  • To strategically analyze micromarkets1 with respect to individual growth trends, prospects, and contribution to the overall crop monitoring market
  • To provide detailed information regarding the major factors (drivers, restraints, opportunities, and challenges) influencing the crop monitoring market growth
  • To analyze opportunities in the market for various stakeholders by identifying the high-growth segments of the crop monitoring market
  • To study the complete value chain and allied industry segments, and perform a value chain analysis of the crop monitoring market landscape
  • To map competitive intelligence based on company profiles, key player strategies, and key developments
  • To strategically profile key players and comprehensively analyze their market ranking and core competencies2
  • To track and analyze competitive developments such as joint ventures, mergers and acquisitions, product developments, and research and development (R&D) in the crop monitoring market

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  • Profiling of additional market players (up to 5)
  • Country-level analysis of hardware, software, and services in each country
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