Global Crop Monitoring Market Growth, Share, Size, Trends and Forecast (2025 - 2031)
By Offering;
Hardware, Software and Services.By Technology;
Sensing & Imagery, Variable Rate Technology & Automation, and Robotics.By Farm Type;
Small, Medium, and Large.By Application;
Field mapping, Crop Scouting & Monitoring, Soil Monitoring, Yield Mappping & Monitoring, Variable Rate Application, Weather Tracking & Forecasting, and Others.By Geography;
North America, Europe, Asia Pacific, Middle East and Africa and Latin America - Report Timeline (2021 - 2031).Introduction
Global Crop Monitoring Market (USD Million), 2021 - 2031
In the year 2024, the Global Crop Monitoring Market was valued at USD 4,359.46 million. The size of this market is expected to increase to USD 12,773.87 million by the year 2031, while growing at a Compounded Annual Growth Rate (CAGR) of 16.6%.
The Global Crop Monitoring Market encompasses a range of technologies and services aimed at providing real-time insights and data analytics to farmers and agricultural stakeholders. With the increasing challenges posed by climate change, unpredictable weather patterns, and the need for optimized farming practices, there's a growing demand for advanced monitoring solutions in agriculture. These technologies offer farmers the ability to monitor crop health, soil conditions, and environmental factors, enabling more informed decision-making and improved crop yields.
Crop monitoring solutions leverage a variety of technologies, including satellite imaging, drones, sensors, and data analytics platforms. These tools capture and analyze data on various parameters such as crop growth, moisture levels, nutrient content, and pest infestations. By integrating these technologies, farmers can gain a comprehensive understanding of their fields' conditions, allowing them to implement timely interventions, optimize resource use, and maximize productivity. The Global Crop Monitoring Market is rapidly evolving, driven by technological advancements, increasing adoption of precision agriculture practices, and the growing need for sustainable farming solutions.
Global Crop Monitoring Market Recent Developments
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Topcon Agriculture, a subsidiary of Topcon Corporation, partnered with CropZilla (US) for data sharing. This partnership will allow Topcon Agriculture Platform, an API, to be used in the CropZilla Web Mobile Analytics platform. It will further help the two companies to provide additional value to the end users, dealers, and OEMs.
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Trimble (US) launched a new platform, Farmer Core, to connect the entire farm operation. This product will enable growers to control various operations of their farms.
Segment Analysis
The global crop monitoring market can be segmented based on various factors such as technology, application, offering, and region. Each segment provides insights into the specific areas of the market and helps in understanding the dynamics and opportunities within the industry.The technology segment of the crop monitoring market can be further divided into remote sensing, GPS technology, and integrated systems. Remote sensing technologies, including satellite imagery and drones, have gained significant traction due to their ability to provide real-time data on crop health, growth stages, and potential threats such as pests and diseases. GPS technology aids in accurate field mapping and tracking, while integrated systems combine various technologies to offer comprehensive monitoring solutions.
In terms of application, the crop monitoring market can be categorized into yield monitoring, soil monitoring, crop scouting, and others. Yield monitoring applications focus on estimating and predicting crop yields based on various parameters such as weather conditions, soil health, and crop growth patterns. Soil monitoring helps farmers understand soil fertility, moisture levels, and nutrient content, enabling them to make informed decisions about fertilization and irrigation. Crop scouting involves regular field inspections to identify pests, diseases, and other issues that could affect crop health.The offering segment includes hardware, software, and services. Hardware offerings typically include sensors, drones, and other monitoring devices used for data collection. Software solutions play a crucial role in data analysis, visualization, and decision-making support. Services, on the other hand, encompass consulting, training, and maintenance services that help farmers implement and optimize crop monitoring systems effectively.
Geographically, the global crop monitoring market is segmented into North America, Europe, Asia-Pacific, Latin America, and Middle East & Africa. North America and Europe dominate the market due to the adoption of advanced farming techniques, government support, and technological advancements. However, the Asia-Pacific region is expected to witness significant growth in the coming years, driven by the increasing demand for food security, rising population, and adoption of precision farming practices.global crop monitoring market offers lucrative opportunities for players across various segments. Technological advancements, increasing awareness about sustainable farming practices, and the need for optimizing crop yields are some of the key factors driving market growth. By understanding and catering to the specific needs and preferences of different segments, companies can capitalize on the growing demand and establish a strong foothold in the global crop monitoring market.
Global Crop Monitoring Segment Analysis
In this report, the Global Crop Monitoring Market has been segmented by Offering, Technology, Farm Type, Application and Geography.
Global Crop Monitoring Market, Segmentation by Offering
The Global Crop Monitoring Market has been segmented by Offering into Hardware, Software and Services.
The hardware segment encompasses a range of devices and equipment used for crop monitoring, such as sensors, drones, GPS devices, and handheld devices. These hardware solutions are essential for collecting real-time data on various parameters like soil moisture, temperature, crop health, and growth stages. With advancements in technology, hardware offerings have become more sophisticated, accurate, and user-friendly, enabling farmers to make data-driven decisions for optimizing crop yield and efficiency. The adoption of smart farming practices has further boosted the demand for advanced hardware solutions in the crop monitoring market.
Software solutions in the crop monitoring market are designed to analyze, visualize, and interpret the data collected by hardware devices. These software platforms offer features like data analytics, predictive modeling, remote monitoring, and decision support systems. They enable farmers to gain valuable insights into crop health, pest infestations, soil fertility, and weather conditions, thereby facilitating informed decision-making. Moreover, cloud-based software solutions allow for seamless data sharing and collaboration among farmers, agronomists, and other stakeholders, enhancing the overall efficiency and productivity of agricultural operations.
The services segment of the crop monitoring market includes consulting, training, maintenance, and support services. These services are crucial for helping farmers and agricultural businesses implement, manage, and optimize their crop monitoring systems effectively. Consulting services provide expert guidance on choosing the right hardware and software solutions tailored to specific farming needs. Training programs help farmers and technicians acquire the necessary skills and knowledge to operate and maintain crop monitoring equipment. Additionally, maintenance and support services ensure the continuous functioning of monitoring systems, minimizing downtime and maximizing reliability.
The Offering segment of the Global Crop Monitoring Market presents diverse opportunities for innovation and growth. While hardware solutions form the backbone of crop monitoring by collecting essential data, software platforms enable data analysis and decision-making. Meanwhile, services play a supportive role by assisting farmers in implementing and managing their monitoring systems. As the demand for precision agriculture continues to rise, the synergy between hardware, software, and services will be instrumental in driving the expansion of the crop monitoring market worldwide.
Global Crop Monitoring Market, Segmentation by Technology
The Global Crop Monitoring Market has been segmented by Technology into Sensing & Imagery, Variable Rate Technology & Automation and Robotics.
The Sensing & Imagery segment includes technologies such as satellite imagery, drones, and ground-based sensors. These technologies capture high-resolution images and data on various crop parameters, soil conditions, and environmental factors. Satellite imagery provides a broad overview of large agricultural areas, enabling farmers to monitor crop health, detect diseases, and assess field conditions from a distance. Drones offer more detailed and localized imaging capabilities, allowing for real-time monitoring and analysis of specific areas within the farm. Ground-based sensors, on the other hand, measure soil moisture, temperature, nutrient levels, and other vital parameters, providing valuable insights into crop growth and health.
Variable Rate Technology (VRT) and Automation technologies focus on optimizing inputs like fertilizers, pesticides, and water based on the specific needs of different parts of the field. VRT systems use data collected from sensors and imagery to create prescription maps that guide automated machinery in applying inputs at variable rates. This ensures that resources are used more efficiently, reducing waste and environmental impact while maximizing crop yields. Automation technologies, including automated irrigation systems, planting equipment, and harvesting machinery, further enhance efficiency by reducing manual labor and improving accuracy in crop management tasks.The Robotics segment in crop monitoring involves the use of autonomous robots and machines designed to perform various agricultural tasks, such as planting, weeding, spraying, and harvesting. These robotic systems are equipped with advanced sensors, cameras, and AI-driven algorithms to navigate through fields, identify crops and weeds, and execute tasks with precision. Robotics in agriculture not only improves operational efficiency but also addresses labor shortages and reduces the dependency on manual labor. Moreover, robots can operate around the clock, providing continuous monitoring and management of crops, which is particularly beneficial for large-scale farming operations.
The Technology segment of the Global Crop Monitoring Market is characterized by rapid advancements and innovations aimed at enhancing the efficiency, productivity, and sustainability of agriculture. Sensing & Imagery technologies provide detailed insights into crop and soil conditions, while VRT & Automation technologies enable precise management of inputs. Robotics, on the other hand, offers autonomous solutions for performing agricultural tasks with accuracy and efficiency. As farmers and agricultural businesses increasingly embrace these technologies, the crop monitoring market is expected to witness significant growth, driving the transformation towards smarter and more sustainable farming practices globally.
Global Crop Monitoring Market, Segmentation by Farm Type
The Global Crop Monitoring Market has been segmented by Farm Type into Small, Medium and Large.
Small farms typically cover less than 10 hectares of land and are often family-owned or operated by smallholder farmers. These farms play a crucial role in global food production, especially in developing countries, where they contribute significantly to local food security and rural livelihoods. In the context of crop monitoring, small farms may face constraints such as limited financial resources, access to technology, and technical knowledge. However, the adoption of affordable and user-friendly monitoring solutions, such as mobile-based apps and community-based sensor networks, can empower small farmers to make informed decisions about crop management, pest control, and resource allocation.
Medium farms generally range from 10 to 100 hectares and often operate as family businesses or cooperatives. These farms strike a balance between small-scale and large-scale operations, leveraging mechanization and technology to increase productivity while maintaining a personalized approach to farming. In terms of crop monitoring, medium farms may invest in more advanced technologies, such as satellite imagery, drones, and VRT systems, to optimize resource use, enhance crop yields, and improve overall farm management. They may also benefit from consulting services and training programs to help them implement and utilize these technologies effectively.
Large farms typically encompass more than 100 hectares of land and are characterized by extensive mechanization, specialization, and commercial orientation. These farms often have access to substantial financial resources and infrastructure, allowing them to invest in state-of-the-art crop monitoring technologies and systems. Large-scale farmers may employ a combination of satellite imagery, advanced sensors, automation, and robotics to manage their vast agricultural operations efficiently. They may also adopt integrated farm management software platforms that offer comprehensive data analytics, predictive modeling, and decision support capabilities. Additionally, large farms may engage in collaborative partnerships with technology providers, research institutions, and other stakeholders to drive innovation and sustainability in crop monitoring and agriculture.
Global Crop Monitoring Market, Segmentation by Application
The Global Crop Monitoring Market has been segmented by Application into Field mapping, Crop scouting & monitoring, Soil monitoring, Yield mappping & monitoring, Variable rate application, Weather tracking & forecasting and Others.
Field mapping involves the creation of detailed maps and layouts of agricultural fields, capturing information on field boundaries, topography, and infrastructure. Advanced technologies like satellite imagery and drones are used to generate high-resolution maps, enabling farmers to plan and manage their fields more effectively. Field mapping is essential for optimizing planting patterns, irrigation systems, and machinery routes, thereby enhancing operational efficiency and resource utilization on the farm.Crop scouting and monitoring focus on the regular inspection and assessment of crops to identify pests, diseases, and other potential threats. Farmers and agronomists conduct field visits to observe crop health, growth stages, and signs of stress or damage. With the aid of mobile apps, sensors, and imaging technologies, crop scouting has become more systematic and data-driven, allowing for early detection of problems and timely intervention to protect crop yields.
Soil monitoring involves the measurement and analysis of soil properties such as moisture levels, nutrient content, pH, and compaction. This information is crucial for understanding soil health, fertility, and productivity, guiding farmers in making informed decisions about fertilization, irrigation, and soil management practices. Soil sensors and probes are commonly used tools for collecting soil data, which can be integrated with software platforms for real-time monitoring and analysis.Yield mapping and monitoring focus on estimating and tracking crop yields throughout the growing season. Technologies like combine harvesters equipped with yield monitors and GPS systems enable farmers to collect data on yield variability across different parts of the field. This data is then used to create yield maps, identify factors influencing yield performance, and optimize harvesting operations for maximum efficiency.
Variable Rate Application (VRA) involves the use of precision agriculture technologies to apply inputs such as fertilizers, pesticides, and seeds at variable rates across the field. VRA systems utilize data from soil and yield mapping, as well as real-time sensors, to create prescription maps that guide automated machinery or applicators. This enables farmers to optimize input use, reduce waste, and improve crop yields while minimizing environmental impact.
Weather tracking and forecasting applications focus on monitoring current weather conditions and predicting future weather patterns that could impact crop growth and farming operations. Accurate weather data is essential for making informed decisions about planting, irrigation, harvesting, and pest management. Weather tracking tools and services provide farmers with timely updates and forecasts, enabling them to adapt their strategies and mitigate risks associated with adverse weather events.
Global Crop Monitoring Market, Segmentation by Geography
In this report, the Global Crop Monitoring Market has been segmented by Geography into five regions; North America, Europe, Asia Pacific, Middle East and Africa and Latin America.
Global Crop Monitoring Market Share (%), by Geographical Region, 2024
North America, comprising the United States and Canada, is a leading region in the crop monitoring market, driven by advanced farming practices, technological innovation, and strong government support for agriculture. The region is characterized by large-scale farming operations, high adoption rates of precision agriculture technologies, and a well-established infrastructure for agricultural research and development. Farmers in North America utilize a wide range of crop monitoring solutions, from satellite imagery and drones to advanced sensors and software platforms, to optimize crop yields, reduce input costs, and enhance sustainability.Europe is another significant region in the global crop monitoring market, with countries like Germany, France, and the United Kingdom at the forefront of agricultural innovation and technology adoption. The European Union's Common Agricultural Policy (CAP) promotes sustainable farming practices and supports the adoption of precision agriculture technologies among member states. European farmers rely on advanced sensing technologies, automation, and data analytics to monitor crops, manage resources efficiently, and comply with environmental regulations. The region also has a growing market for weather tracking and forecasting solutions to mitigate the impact of climate change on agriculture.
Asia Pacific is a rapidly growing region in the crop monitoring market, driven by increasing population, rising food demand, and the adoption of modern farming techniques across countries like China, India, and Australia. Smallholder farmers in Asia Pacific are increasingly embracing crop monitoring technologies to improve productivity, reduce post-harvest losses, and enhance food security. Governments and agricultural organizations in the region are promoting the use of satellite imagery, mobile apps, and community-based sensor networks to empower farmers with real-time data and decision-making tools.The Middle East and Africa region presents a unique landscape in the crop monitoring market, characterized by diverse climatic conditions, water scarcity, and varying levels of agricultural development. In countries with limited arable land and water resources, such as Saudi Arabia and Israel, there is a strong emphasis on precision irrigation systems, soil monitoring, and drought-resistant crop varieties. In contrast, regions with favorable agricultural conditions, like South Africa and Kenya, are witnessing increased adoption of crop monitoring technologies to boost yields, improve quality, and expand export opportunities.
Latin America is a key region in the global crop monitoring market, with countries like Brazil, Argentina, and Mexico leading in agricultural production and technology adoption. The region is known for its extensive farmlands, diverse crop cultivation, and advanced agribusiness sector. Farmers in Latin America leverage a mix of satellite imagery, drones, and VRT systems to monitor crops, manage resources, and optimize production across large-scale farming operations. The region also has a growing market for weather forecasting, soil fertility analysis, and supply chain management solutions to support its vibrant agricultural export industry.
Market Trends
This report provides an in depth analysis of various factors that impact the dynamics of Global Crop Monitoring Market. These factors include; Market Drivers, Restraints and Opportunities Analysis.
Drivers, Restraints and Opportunity Analysis.
Drivers
- Rising adoption of AI and IoT-based crop monitoring devices
- Increasing concerns for high yield, farmers’ profitability, food safety, and traceability
- Growing literacy among growers regarding digital and remote sensing technologies worldwide
- Surging investments in ag-tech and venture capital deals in terms of volume and size -
The ag-tech sector has been experiencing a surge in investments, with increasing volumes and sizes of venture capital deals in recent years. This trend underscores growing interest and confidence in agricultural technology innovations and solutions that address the challenges faced by the global agriculture industry.The ag-tech industry has attracted significant investments from venture capitalists, private equity firms, and corporate investors, reflecting the sector's potential for growth and innovation. As agriculture faces challenges related to climate change, resource scarcity, population growth, and food security, there is a pressing need for technological advancements to enhance productivity, efficiency, and sustainability.
Venture Capital Deals in Terms of Volume and Size,The volume and size of venture capital deals in the ag-tech sector have been on the rise, with increasing numbers of startups and companies securing funding for their innovative solutions. These investments are not only supporting the development and commercialization of new technologies but also fueling market expansion, partnerships, and acquisitions.
Restraints
- Low penetration of advance agriculture technologies in developing countries
- Barriers created by limited internet connectivity in developing countries -
Limited internet connectivity in developing countries poses significant barriers to the adoption and effectiveness of ag-tech solutions in the agriculture sector. In many rural areas of these countries, access to high-speed internet is either unavailable or unreliable, hindering farmers' ability to leverage advanced technologies for crop monitoring, data analytics, and decision-making. Without a stable internet connection, farmers face challenges in accessing real-time weather forecasts, market prices, and agricultural information, which are crucial for optimizing farming practices and maximizing yields. This digital divide exacerbates disparities in access to information, resources, and opportunities between rural and urban areas, limiting the potential of ag-tech to drive innovation, productivity, and sustainability in agriculture.
limited internet connectivity also impacts the scalability and commercial viability of ag-tech startups and companies operating in developing countries. These companies often rely on cloud-based platforms, mobile apps, and IoT devices to deliver their services and solutions to farmers. However, inadequate internet infrastructure and connectivity issues can lead to service disruptions, data synchronization problems, and increased operational costs. Additionally, the high costs associated with establishing and maintaining internet infrastructure in remote and underserved areas can deter investors and stakeholders from investing in ag-tech projects and initiatives. As a result, the full potential of ag-tech to transform agriculture and improve livelihoods remains unrealized in many developing countries due to the persistent barriers created by limited internet connectivity.
Opportunities
- Further boost of digitization plan in agriculture sector due to COVID-19
- Increasing focus on sustainable agriculture and profitability for farmers
- Surging adoption of remote sensing technology and variable rate technology -
These advanced technologies are playing a pivotal role in modernizing agriculture, enhancing efficiency, and driving sustainable practices across the globe.Remote sensing technology, which includes satellite imagery, drones, and aerial surveys, enables farmers to collect high-resolution data on crop health, growth stages, soil conditions, and environmental factors. This real-time and historical data provides valuable insights into field variability, helping farmers identify issues such as nutrient deficiencies, pest infestations, and irrigation problems early on. By analyzing this data, farmers can make informed decisions about crop management, pest control, and resource allocation, thereby optimizing yields and reducing input costs. Additionally, remote sensing technology allows for large-scale monitoring of agricultural landscapes, making it possible to assess and manage entire fields or even farms remotely, which is particularly beneficial for large-scale and commercial farming operations.
Variable rate technology (VRT) complements remote sensing technology by enabling precise application of inputs such as fertilizers, pesticides, and irrigation water based on the specific needs of different parts of the field. VRT systems utilize data from remote sensing, soil sensors, and yield monitors to create prescription maps that guide automated machinery or applicators in applying inputs at variable rates across the field. This targeted approach to input application ensures that resources are used more efficiently, reducing waste and environmental impact while maximizing crop yields. Moreover, VRT allows farmers to adapt to field variability and changing conditions, providing flexibility and adaptability in crop management strategies.
Competitive Landscape Analysis
Key players in Global Crop Monitoring Market include -
- Topcon Corporation
- Trimble
- The Climate Corporation
- Yara International
- Cropx Technologies
- Cropio
- Earth Observing System (Eos)
- Precisionhawk
- Ag Leader
- Taranis
In this report, the profile of each market player provides following information:
- Company Overview and Product Portfolio
- Key Developments
- Financial Overview
- Strategies
- Company SWOT Analysis
- Introduction
- Research Objectives and Assumptions
- Research Methodology
- Abbreviations
- Market Definition & Study Scope
- Executive Summary
- Market Snapshot, By Offering
- Market Snapshot, By Technology
- Market Snapshot, By Farm Type
- Market Snapshot, By Application
- Market Snapshot, By Region
- Global Crop Monitoring Market Trends
- Drivers, Restraints and Opportunities
- Drivers
- Rising adoption of AI and IoT-based crop monitoring devices
- Increasing concerns for high yield, farmers’ profitability, food safety, and traceability
- Growing literacy among growers regarding digital and remote sensing technologies worldwide
- Surging investments in ag-tech and venture capital deals in terms of volume and size
- Restraints
- Low penetration of advance agriculture technologies in developing countries
- Barriers created by limited internet connectivity in developing countries
- Opportunities
- Further boost of digitization plan in agriculture sector due to COVID-19
- Increasing focus on sustainable agriculture and profitability for farmers
- Surging adoption of remote sensing technology and variable rate technology
- Drivers
- PEST Analysis
- Political Analysis
- Economic Analysis
- Social Analysis
- Technological Analysis
- Porter's Analysis
- Bargaining Power of Suppliers
- Bargaining Power of Buyers
- Threat of Substitutes
- Threat of New Entrants
- Competitive Rivalry
- Drivers, Restraints and Opportunities
- Market Segmentation
- Global Crop Monitoring Market, By Offering, 2021 - 2031 (USD Million)
- Hardware
- Software
- Services
- Global Crop Monitoring Market, By Technology, 2021 - 2031 (USD Million)
- Sensing & Imagery
- Variable Rate Technology
- Automation & Robotics
- Global Crop Monitoring Market, By Farm Type, 2021 - 2031 (USD Million)
- Small
- Medium
- Large
- Global Crop Monitoring Market, By Application, 2021 - 2031 (USD Million)
- Field mapping
- Crop scouting & monitoring
- Soil monitoring
- Yield mappping & monitoring
- Variable rate application
- Weather tracking & forecasting
- Others
- Global Crop Monitoring Market, By Geography, 2021- 2031 (USD Million)
- North America
- United States
- Canada
- Europe
- Germany
- United Kingdom
- France
- Italy
- Spain
- Nordic
- Benelux
- Rest of Europe
- Asia Pacific
- Japan
- China
- India
- Australia & New Zealand
- South Korea
- ASEAN (Association of South East Asian Countries)
- Rest of Asia Pacific
- Middle East & Africa
- GCC
- Israel
- South Africa
- Rest of Middle East & Africa
- Latin America
- Brazil
- Mexico
- Argentina
- Rest of Latin America
- North America
- Global Crop Monitoring Market, By Offering, 2021 - 2031 (USD Million)
- Competitive Landscape
- Company Profiles
- Topcon Corporation
- Trimble
- The Climate Corporation
- Yara International
- Cropx Technologies
- Cropio
- Earth Observing System (Eos)
- Precisionhawk
- Ag Leader
- Taranis
- Company Profiles
- Analyst Views
- Future Outlook of the Market