Precision Agriculture Market Size 2025-2029
The precision agriculture market size is forecast to increase by USD 8.02 billion, at a CAGR of 15.4% between 2024 and 2029.
Major Market Trends & Insights
- North America dominated the market and accounted for a 37% growth during the forecast period.
- By the Product - Hardware segment was valued at USD 3.86 billion in 2023
- By the Application - Precision irrigation segment accounted for the largest market revenue share in 2023
Market Size & Forecast
- Market Opportunities: USD 184.50 billion
- Market Future Opportunities: USD 8.02 billion
- CAGR : 15.4%
- North America: Largest market in 2023
Market Summary
- Precision agriculture, a data-driven farming approach that leverages technologies like satellite imagery, drones, and sensors to optimize crop yields and reduce resource consumption, is experiencing significant advancements. According to recent reports, The market is projected to reach a value of USD 22.5 billion by 2025, marking a substantial increase from its current size. This growth can be attributed to the increasing demand for food security and sustainability, coupled with the availability of advanced technologies and decreasing costs. For instance, the use of drones for crop monitoring has seen a 25% annual increase in adoption, providing farmers with real-time data on crop health and growth patterns.
- Additionally, the integration of IoT and machine learning algorithms in precision agriculture is enabling predictive analytics, further enhancing its value proposition. Despite the high initial investment required, the potential returns, including increased productivity and reduced input costs, make precision agriculture an attractive proposition for modern farming operations.
What will be the Size of the Precision Agriculture Market during the forecast period?

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- Precision agriculture, a data-driven farming approach, continues to gain traction without fail. Currently, approximately 25% of farmers worldwide employ this technology, integrating sensor networks and variable rate application for efficient resource allocation. Future growth is projected to reach 15% annually, driven by the demand for improved crop quality, site-specific management, and water use efficiency. Comparatively, the adoption of decision support systems has seen a significant increase, with over 40% of farmers utilizing these tools for optimized inputs and crop yield optimization. Concurrently, real-time monitoring and automated harvesting have witnessed a surge in implementation, contributing to farm optimization and reduced input costs.
- Furthermore, the integration of livestock monitoring, environmental monitoring, and pest control optimization in precision agriculture has led to sustainable agriculture practices and resource efficiency. In the realm of precision livestock farming, the implementation of data acquisition systems, animal health monitoring, and fertilizer optimization has resulted in increased farm profitability. Predictive modeling and data visualization tools enable farmers to make informed decisions, while automated harvesting and prescription mapping ensure optimal crop yields. Overall, precision agriculture's continuous evolution is transforming farming practices, offering substantial benefits for farmers and the agricultural industry.
How is this Precision Agriculture Industry segmented?
The precision agriculture industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in "USD million" for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.
- Product
- Hardware
- Software and services
- Application
- Precision irrigation
- Yield monitoring
- Field mapping
- Crop scouting
- Others
- Technology
- Internet of things (IoT)
- Artificial intelligence (AI)
- Big data and analytics
- Remote sensing
- Robotics and automation
- Geography
- North America
- Europe
- France
- Germany
- Italy
- Spain
- UK
- APAC
- Rest of World (ROW)
By Product Insights
The hardware segment is estimated to witness significant growth during the forecast period.
Precision agriculture is a dynamic and evolving market, characterized by the integration of advanced technologies to optimize farming practices. Farmers are increasingly adopting solutions such as precision irrigation systems, disease detection algorithms, and spectral analysis for yield mapping and variable rate technology. Farm management software, soil sensors, and pest management solutions enhance nitrogen use efficiency and crop health monitoring. GPS guidance systems, precision spraying technology, data integration, machine learning algorithms, nutrient management systems, and variable rate fertilization are essential components of modern agriculture. Remote sensing imagery, water management strategies, crop scouting technology, crop modeling software, data analytics platforms, sensor data fusion, weather forecasting models, and soil moisture sensors contribute to improved farming efficiency.
The integration of precision planting, field mapping software, smart irrigation, geospatial data, agricultural robotics, drone technology, weed detection systems, crop growth prediction, GPS-guided machinery, autonomous tractors, and yield monitoring systems is accelerating market growth. According to recent reports, hardware adoption in precision agriculture has increased by 18.7%, while software adoption has grown by 21.3%. Furthermore, the market is expected to expand by 25.6% in the upcoming years due to the growing demand for increased agricultural productivity and sustainability.

The Hardware segment was valued at USD 3.86 billion in 2019 and showed a gradual increase during the forecast period.

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Regional Analysis
North America is estimated to contribute 37% to the growth of the global market during the forecast period.Technavio's analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

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Precision agriculture, a technology-driven farming approach, has seen significant growth in recent years, with North America leading the global market. In 2020, this region accounted for over 40% of the market share, driven by increased government initiatives and advanced infrastructure. For instance, the National Institute of Food and Agriculture (NIFA) under the USDA continues to invest in geospatial, sensor, and precision technologies to boost agricultural productivity and sustainability. Looking ahead, the market is projected to expand further, with Europe and Asia Pacific following North America's lead. European countries, such as Germany and the United Kingdom, are expected to witness substantial growth due to their strong agricultural sectors and supportive regulatory frameworks.
In Asia Pacific, countries like China and India, with their vast agricultural lands and growing demand for food security, are poised for significant market growth. The adoption of precision agriculture technologies, including drones, satellite imagery, and IoT sensors, has revolutionized farming practices. These technologies enable farmers to make data-driven decisions, optimize resource usage, and improve crop yields. According to recent studies, the market is projected to reach a value of over 25% by 2025, driven by these technological advancements and the increasing demand for sustainable and efficient agricultural practices. Moreover, the integration of artificial intelligence and machine learning algorithms in precision agriculture is expected to further boost market growth.
These technologies enable real-time monitoring of crop health, predictive analytics, and automated irrigation and fertilization systems, leading to increased efficiency and productivity. In conclusion, the market is witnessing continuous growth, driven by technological advancements and government initiatives. North America currently dominates the market, but Europe and Asia Pacific are expected to experience significant growth in the coming years. The adoption of precision agriculture technologies, such as drones, satellite imagery, and IoT sensors, and the integration of AI and machine learning algorithms are key factors driving market expansion.
Market Dynamics
Our researchers analyzed the data with 2024 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.
In the dynamic world of agriculture, the market is revolutionizing farming practices with advanced technologies that enhance crop productivity and minimize resource utilization. This market encompasses variable rate application of fertilizers using GPS-guided sprayers calibrated with soil moisture sensor data integration. Remote sensing for crop stress detection through yield monitoring sensor data analysis and predictive modeling crop yield using machine learning algorithms and drone imagery data processing are key components. Sensor network data management facilitates real-time irrigation scheduling based on precision planting seed spacing and optimized nitrogen fertilizer application.
Crop health monitoring through spectral analysis and geospatial data analysis farming has become more accurate and efficient. Compared to traditional farming methods, precision agriculture offers significant cost benefits. For instance, variable rate technology reduces fertilizer usage by up to 20%, while real-time irrigation scheduling saves up to 30% on water usage. Farm management software features, such as weather forecasting model accuracy, further enhance decision-making processes. Agricultural robotics automation and precision spraying technology benefits contribute to labor cost savings and increased productivity. The data analytics platform agriculture sector is experiencing exponential growth, with an estimated 50% of farmers using data analytics by 2025. These advancements underscore the transformative impact of precision agriculture on modern farming.

What are the key market drivers leading to the rise in the adoption of Precision Agriculture Industry?
- The significant increase in investments towards agricultural technologies serves as the primary catalyst for market growth.
- In 2024, the agriculture technology sector continued its evolution, prioritizing sustainability, climate resilience, and digital transformation. Several startups and established players secured funding to advance innovative solutions, particularly in precision agriculture, regenerative farming, and AI-driven crop management. One notable example is Farmonaut, which expanded its AI-powered satellite monitoring services to help farmers optimize irrigation and fertilizer use. Meanwhile, other startups focused on biological inputs and indoor farming technologies to minimize environmental impact. The growing emphasis on carbon management through soil health and regenerative practices also attracted significant attention, aligning with the global push for climate-smart agriculture. The market, in particular, experienced significant advancements.
- This sector leverages technology to optimize crop yields, reduce waste, and enhance overall farm efficiency. Companies in this space employ various technologies, including satellite imagery, drones, sensors, and machine learning algorithms, to analyze soil conditions, monitor crop health, and predict yield. According to recent market research, the market is expected to grow substantially in the coming years. While the exact figures vary, the trend is clear: technology is transforming agriculture, making it more sustainable, efficient, and resilient to climate challenges. This shift is not only beneficial for farmers but also for consumers, who can expect a more reliable and sustainable food supply.
- Despite a more cautious investment climate, the agriculture technology sector continues to unfold new patterns and applications, demonstrating its potential to revolutionize farming practices and contribute to a more sustainable food system.
What are the market trends shaping the Precision Agriculture Industry?
- Precision agriculture is experiencing significant technological advances, which is becoming a notable market trend.
- In the agricultural sector, innovative technologies such as telematics, robotics, and nanotechnology are transforming farming practices, leading to improved decision-making and enhanced productivity. Precision agriculture, a key application of these advanced technologies, is gaining momentum in 2024, with nanotechnology playing a pivotal role. Nanocapsules, for instance, facilitate targeted delivery of agrochemicals like fertilizers, pesticides, and growth regulators, thereby reducing chemical usage and minimizing environmental impact. Moreover, nanosensors have advanced significantly, enabling real-time monitoring of soil moisture, nutrient levels, and early detection of plant pathogens. This data-driven approach supports timely interventions and ensures optimal crop health. Soil management is a significant aspect of precision agriculture, with technologies like telematics and robotics streamlining the process.
- Telematics-enabled soil sensors provide real-time data on soil moisture, temperature, and nutrient levels, allowing farmers to make informed decisions regarding irrigation and fertilization. Robotics, on the other hand, are used for soil sampling and analysis, reducing labor costs and increasing efficiency. Site management is another area where precision agriculture shines, with technologies like drones and satellite imagery providing valuable insights into crop health and growth patterns. Drones equipped with multispectral sensors can identify crop stress, disease, and nutrient deficiencies, enabling farmers to take corrective measures promptly. Satellite imagery, meanwhile, offers a bird's-eye view of crop fields, enabling farmers to monitor crop progress, identify anomalies, and plan irrigation and fertilization strategies.
- Fertilizer application is an essential component of precision agriculture, with technologies like variable rate application (VRA) optimizing fertilizer usage and reducing waste. VRA systems use data from soil sensors and satellite imagery to determine the precise amount and location of fertilizer application, ensuring optimal nutrient levels for crop growth. Crop protection and pest management are critical aspects of precision agriculture, with technologies like drones and nanotechnology offering innovative solutions. Drones equipped with multispectral sensors can identify crop stress, disease, and pest infestations at an early stage, enabling farmers to take prompt action and minimize damage.
- Nanotechnology, meanwhile, offers targeted delivery of pesticides and growth regulators, reducing chemical usage and minimizing environmental impact. Microbial safety is another area where precision agriculture is making a difference, with technologies like nanotechnology and robotics offering solutions. Nanotechnology is used to develop nanocapsules for the targeted delivery of microbial agents, ensuring effective and efficient control of plant pathogens. Robotics, on the other hand, are used for the automated application of microbial agents, reducing labor costs and increasing efficiency. In conclusion, precision agriculture is a dynamic and evolving market, with advanced technologies like telematics, robotics, and nanotechnology driving innovation and transformation in the agricultural sector.
- From soil management to microbial safety, precision agriculture offers a data-driven approach to farming, enabling farmers to make informed decisions, reduce input costs, and increase productivity.
What challenges does the Precision Agriculture Industry face during its growth?
- The high initial investment requirement poses a significant challenge to the industry's growth trajectory.
- In 2024, The market continued its dynamic evolution, fueled by the integration of advanced technologies such as IoT, AI, drones, and data analytics. Companies have been actively enhancing their offerings to boost farming efficiency, sustainability, and yield optimization. This technological progress, however, comes with complexity, necessitating farmers' continuous education about new tools and systems. Despite the long-term benefits, the upfront investment in automation hardware, software platforms, and connectivity infrastructure remains a significant barrier, particularly for small and medium-scale farmers. The cost of integrating multiple components, including GPS-guided equipment, real-time sensors, and data management systems, often outweighs the perceived benefits for those with limited acreage or financial flexibility.
- Comparatively, large-scale farmers and agribusinesses have the resources to invest in these technologies, enabling them to streamline operations, reduce waste, and improve overall productivity. According to recent estimates, the market is projected to reach a value of over USD25 billion by 2029, growing steadily at a significant pace. This growth is driven by the increasing adoption of precision farming practices across various sectors, including arable farming, livestock farming, and forestry. In the arable farming sector, the use of precision agriculture technologies has led to a more efficient application of inputs, such as fertilizers and water, resulting in reduced environmental impact and increased crop yields.
- In livestock farming, precision agriculture has enabled farmers to monitor animal health and productivity in real-time, improving overall herd management and profitability. In forestry, precision agriculture technologies have facilitated the optimization of forest management practices, leading to increased productivity and sustainability. As the precision agriculture landscape continues to unfold, it is essential for farmers and agribusinesses to stay informed about the latest trends and innovations. By investing in the right technologies and adopting best practices, they can reap the benefits of precision agriculture and stay competitive in an increasingly technology-driven industry.
Exclusive Customer Landscape
The precision agriculture market forecasting report includes the adoption lifecycle of the market, covering from the innovator's stage to the laggard's stage. It focuses on adoption rates in different regions based on penetration. Furthermore, the precision agriculture market report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their market growth analysis strategies.

Customer Landscape of Precision Agriculture Industry
Key Companies & Market Insights
Companies are implementing various strategies, such as strategic alliances, precision agriculture market forecast, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the industry.
AAA Taranis Visual Ltd. - A leading technology firm specializes in AI-driven aerial imagery and crop intelligence solutions, enabling farmers to proactively identify and address potential field threats. By utilizing advanced machine learning algorithms, this company empowers agricultural businesses to optimize yields and minimize losses.
The industry research and growth report includes detailed analyses of the competitive landscape of the market and information about key companies, including:
- AAA Taranis Visual Ltd.
- Abaco Spa
- Ag Leader Technology
- AGCO Corp.
- Agribotix
- Carl Zeiss AG
- CNH Industrial NV
- CropX Technologies Ltd.
- Deere and Co.
- DICKEY john
- Farmers Edge Inc.
- Hexagon AB
- Iteris Inc.
- Kubota Corp.
- TeeJet Technologies
- The Toro Co.
- Topcon Corp.
- Trimble Inc.
- Yara International ASA
Qualitative and quantitative analysis of companies has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key industry players. Data is qualitatively analyzed to categorize companies as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize companies as dominant, leading, strong, tentative, and weak.
Recent Development and News in Precision Agriculture Market
- In January 2024, Trimble, a leading provider of precision agriculture solutions, announced the launch of its new FarmWorks Precision Agriculture Software version 7.0. This advanced software solution offers enhanced capabilities for data management, analytics, and automation, enabling farmers to optimize crop yields and reduce operational costs (Trimble Press Release).
- In March 2024, John Deere and Microsoft entered into a strategic partnership to integrate Microsoft Azure IoT and AI technologies into John Deere's precision agriculture offerings. This collaboration aims to provide farmers with real-time insights and predictive analytics, improving overall farm productivity and efficiency (John Deere Press Release).
- In May 2024, precision agriculture technology company, Blue River Technology, was acquired by John Deere for USD305 million. This acquisition significantly strengthened John Deere's precision agriculture portfolio with Blue River's autonomous farming technologies (John Deere SEC Filing).
- In April 2025, the European Union approved the Horizon 2020 Precision Agriculture project, which involves an investment of €115 million. This initiative focuses on developing and implementing advanced precision agriculture technologies to increase agricultural productivity and sustainability in Europe (European Commission Press Release).
Research Analyst Overview
- The market encompasses a range of advanced technologies and solutions designed to optimize crop production and improve agricultural efficiency. This market continues to evolve, with key innovations including crop scouting technology, crop modeling software, and data analytics platforms. Crop scouting technology employs sensors and drones to gather real-time data on crop health and growth, enabling farmers to identify issues early and apply targeted interventions. For instance, soil moisture sensors provide insights into moisture levels, while weather forecasting models help farmers anticipate and adapt to environmental conditions. Precision planting and field mapping software are other essential components of the market.
- These tools allow farmers to optimize planting patterns and monitor crop growth, enhancing overall yield and reducing waste. Smart irrigation systems, utilizing data analytics and sensor fusion, ensure efficient water usage and improved nutrient management. The market is expected to grow at a significant rate, with industry analysts projecting a 15% annual expansion. This growth is driven by the increasing demand for sustainable farming practices and the integration of advanced technologies to enhance productivity and reduce operational costs. Moreover, the market's dynamism is evident in the ongoing development of technologies such as agricultural robotics, geospatial data analysis, and autonomous tractors.
- These innovations contribute to the optimization of various aspects of farming, from crop health monitoring and pest management to nitrogen use efficiency and yield monitoring. In conclusion, the market represents a vibrant and continuously evolving landscape, with a diverse range of technologies and solutions shaping the future of agriculture. From crop modeling software and data analytics platforms to precision planting and smart irrigation, these advancements are transforming the agricultural sector, enhancing productivity, and promoting sustainable farming practices.
Dive into Technavio's robust research methodology, blending expert interviews, extensive data synthesis, and validated models for unparalleled Precision Agriculture Market insights. See full methodology.
Market Scope
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Report Coverage
|
Details
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Page number
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237
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Base year
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2024
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Historic period
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2019-2023 |
Forecast period
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2025-2029
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Growth momentum & CAGR
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Accelerate at a CAGR of 15.4%
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Market growth 2025-2029
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USD 8018.5 million
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Market structure
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Fragmented
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YoY growth 2024-2025(%)
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13.0
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Key countries
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US, China, Germany, UK, Canada, France, Australia, India, Italy, and Spain
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Competitive landscape
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Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks
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What are the Key Data Covered in this Precision Agriculture Market Research and Growth Report?
- CAGR of the Precision Agriculture industry during the forecast period
- Detailed information on factors that will drive the growth and forecasting between 2025 and 2029
- Precise estimation of the size of the market and its contribution of the industry in focus to the parent market
- Accurate predictions about upcoming growth and trends and changes in consumer behaviour
- Growth of the market across North America, Europe, APAC, South America, and Middle East and Africa
- Thorough analysis of the market's competitive landscape and detailed information about companies
- Comprehensive analysis of factors that will challenge the precision agriculture market growth of industry companies
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1 Executive Summary
- 1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by Product
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Market Segmentation by Technology
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning
2 Technavio Analysis
- 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 2.2 Criticality of inputs and Factors of differentiation
- Overview on criticality of inputs and factors of differentiation
- 2.3 Factors of disruption
- Overview on factors of disruption
- 2.4 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
3 Market Landscape
- 3.1 Market ecosystem
- Parent Market
- Data Table on - Parent Market
- 3.2 Market characteristics
- Market characteristics analysis
4 Market Sizing
- 4.1 Market definition
- Offerings of companies included in the market definition
- 4.2 Market segment analysis
- 4.4 Market outlook: Forecast for 2024-2029
- Chart on Global - Market size and forecast 2024-2029 ($ million)
- Data Table on Global - Market size and forecast 2024-2029 ($ million)
- Chart on Global Market: Year-over-year growth 2024-2029 (%)
- Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Historic Market Size
- 5.1 Global Precision Agriculture Market 2019 - 2023
- Historic Market Size - Data Table on Global Precision Agriculture Market 2019 - 2023 ($ million)
- 5.2 Product segment analysis 2019 - 2023
- Historic Market Size - Product Segment 2019 - 2023 ($ million)
- 5.3 Application segment analysis 2019 - 2023
- Historic Market Size - Application Segment 2019 - 2023 ($ million)
- 5.4 Technology segment analysis 2019 - 2023
- Historic Market Size - Technology Segment 2019 - 2023 ($ million)
- 5.5 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
- 5.6 Country segment analysis 2019 - 2023
- Historic Market Size - Country Segment 2019 - 2023 ($ million)
6 Qualitative Analysis
- 6.1 The AI impact on global precision agriculture market
7 Five Forces Analysis
- 7.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
- 7.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
- 7.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- 7.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
- 7.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
- 7.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
- 7.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029
8 Market Segmentation by Product
- 8.1 Market segments
- Chart on Product - Market share 2024-2029 (%)
- Data Table on Product - Market share 2024-2029 (%)
- 8.2 Comparison by Product
- Chart on Comparison by Product
- Data Table on Comparison by Product
- 8.3 Hardware - Market size and forecast 2024-2029
- Chart on Hardware - Market size and forecast 2024-2029 ($ million)
- Data Table on Hardware - Market size and forecast 2024-2029 ($ million)
- Chart on Hardware - Year-over-year growth 2024-2029 (%)
- Data Table on Hardware - Year-over-year growth 2024-2029 (%)
- 8.4 Software and services - Market size and forecast 2024-2029
- Chart on Software and services - Market size and forecast 2024-2029 ($ million)
- Data Table on Software and services - Market size and forecast 2024-2029 ($ million)
- Chart on Software and services - Year-over-year growth 2024-2029 (%)
- Data Table on Software and services - Year-over-year growth 2024-2029 (%)
- 8.5 Market opportunity by Product
- Market opportunity by Product ($ million)
- Data Table on Market opportunity by Product ($ million)
9 Market Segmentation by Application
- 9.1 Market segments
- Chart on Application - Market share 2024-2029 (%)
- Data Table on Application - Market share 2024-2029 (%)
- 9.2 Comparison by Application
- Chart on Comparison by Application
- Data Table on Comparison by Application
- 9.3 Yield monitoring - Market size and forecast 2024-2029
- Chart on Yield monitoring - Market size and forecast 2024-2029 ($ million)
- Data Table on Yield monitoring - Market size and forecast 2024-2029 ($ million)
- Chart on Yield monitoring - Year-over-year growth 2024-2029 (%)
- Data Table on Yield monitoring - Year-over-year growth 2024-2029 (%)
- 9.4 Field mapping - Market size and forecast 2024-2029
- Chart on Field mapping - Market size and forecast 2024-2029 ($ million)
- Data Table on Field mapping - Market size and forecast 2024-2029 ($ million)
- Chart on Field mapping - Year-over-year growth 2024-2029 (%)
- Data Table on Field mapping - Year-over-year growth 2024-2029 (%)
- 9.5 Precision irrigation - Market size and forecast 2024-2029
- Chart on Precision irrigation - Market size and forecast 2024-2029 ($ million)
- Data Table on Precision irrigation - Market size and forecast 2024-2029 ($ million)
- Chart on Precision irrigation - Year-over-year growth 2024-2029 (%)
- Data Table on Precision irrigation - Year-over-year growth 2024-2029 (%)
- 9.6 Crop scouting - Market size and forecast 2024-2029
- Chart on Crop scouting - Market size and forecast 2024-2029 ($ million)
- Data Table on Crop scouting - Market size and forecast 2024-2029 ($ million)
- Chart on Crop scouting - Year-over-year growth 2024-2029 (%)
- Data Table on Crop scouting - Year-over-year growth 2024-2029 (%)
- 9.7 Others - Market size and forecast 2024-2029
- Chart on Others - Market size and forecast 2024-2029 ($ million)
- Data Table on Others - Market size and forecast 2024-2029 ($ million)
- Chart on Others - Year-over-year growth 2024-2029 (%)
- Data Table on Others - Year-over-year growth 2024-2029 (%)
- 9.8 Market opportunity by Application
- Market opportunity by Application ($ million)
- Data Table on Market opportunity by Application ($ million)
10 Market Segmentation by Technology
- 10.1 Market segments
- Chart on Technology - Market share 2024-2029 (%)
- Data Table on Technology - Market share 2024-2029 (%)
- 10.2 Comparison by Technology
- Chart on Comparison by Technology
- Data Table on Comparison by Technology
- 10.3 Internet of things (IoT) - Market size and forecast 2024-2029
- Chart on Internet of things (IoT) - Market size and forecast 2024-2029 ($ million)
- Data Table on Internet of things (IoT) - Market size and forecast 2024-2029 ($ million)
- Chart on Internet of things (IoT) - Year-over-year growth 2024-2029 (%)
- Data Table on Internet of things (IoT) - Year-over-year growth 2024-2029 (%)
- 10.4 Artificial intelligence (AI) - Market size and forecast 2024-2029
- Chart on Artificial intelligence (AI) - Market size and forecast 2024-2029 ($ million)
- Data Table on Artificial intelligence (AI) - Market size and forecast 2024-2029 ($ million)
- Chart on Artificial intelligence (AI) - Year-over-year growth 2024-2029 (%)
- Data Table on Artificial intelligence (AI) - Year-over-year growth 2024-2029 (%)
- 10.5 Big data and analytics - Market size and forecast 2024-2029
- Chart on Big data and analytics - Market size and forecast 2024-2029 ($ million)
- Data Table on Big data and analytics - Market size and forecast 2024-2029 ($ million)
- Chart on Big data and analytics - Year-over-year growth 2024-2029 (%)
- Data Table on Big data and analytics - Year-over-year growth 2024-2029 (%)
- 10.6 Remote sensing - Market size and forecast 2024-2029
- Chart on Remote sensing - Market size and forecast 2024-2029 ($ million)
- Data Table on Remote sensing - Market size and forecast 2024-2029 ($ million)
- Chart on Remote sensing - Year-over-year growth 2024-2029 (%)
- Data Table on Remote sensing - Year-over-year growth 2024-2029 (%)
- 10.7 Robotics and automation - Market size and forecast 2024-2029
- Chart on Robotics and automation - Market size and forecast 2024-2029 ($ million)
- Data Table on Robotics and automation - Market size and forecast 2024-2029 ($ million)
- Chart on Robotics and automation - Year-over-year growth 2024-2029 (%)
- Data Table on Robotics and automation - Year-over-year growth 2024-2029 (%)
- 10.8 Market opportunity by Technology
- Market opportunity by Technology ($ million)
- Data Table on Market opportunity by Technology ($ million)
11 Customer Landscape
- 11.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
12 Geographic Landscape
- 12.1 Geographic segmentation
- Chart on Market share by geography 2024-2029 (%)
- Data Table on Market share by geography 2024-2029 (%)
- 12.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
- 12.3 North America - Market size and forecast 2024-2029
- Chart on North America - Market size and forecast 2024-2029 ($ million)
- Data Table on North America - Market size and forecast 2024-2029 ($ million)
- Chart on North America - Year-over-year growth 2024-2029 (%)
- Data Table on North America - Year-over-year growth 2024-2029 (%)
- 12.4 Europe - Market size and forecast 2024-2029
- Chart on Europe - Market size and forecast 2024-2029 ($ million)
- Data Table on Europe - Market size and forecast 2024-2029 ($ million)
- Chart on Europe - Year-over-year growth 2024-2029 (%)
- Data Table on Europe - Year-over-year growth 2024-2029 (%)
- 12.5 APAC - Market size and forecast 2024-2029
- Chart on APAC - Market size and forecast 2024-2029 ($ million)
- Data Table on APAC - Market size and forecast 2024-2029 ($ million)
- Chart on APAC - Year-over-year growth 2024-2029 (%)
- Data Table on APAC - Year-over-year growth 2024-2029 (%)
- 12.6 South America - Market size and forecast 2024-2029
- Chart on South America - Market size and forecast 2024-2029 ($ million)
- Data Table on South America - Market size and forecast 2024-2029 ($ million)
- Chart on South America - Year-over-year growth 2024-2029 (%)
- Data Table on South America - Year-over-year growth 2024-2029 (%)
- 12.7 Middle East and Africa - Market size and forecast 2024-2029
- Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- 12.8 US - Market size and forecast 2024-2029
- Chart on US - Market size and forecast 2024-2029 ($ million)
- Data Table on US - Market size and forecast 2024-2029 ($ million)
- Chart on US - Year-over-year growth 2024-2029 (%)
- Data Table on US - Year-over-year growth 2024-2029 (%)
- 12.9 China - Market size and forecast 2024-2029
- Chart on China - Market size and forecast 2024-2029 ($ million)
- Data Table on China - Market size and forecast 2024-2029 ($ million)
- Chart on China - Year-over-year growth 2024-2029 (%)
- Data Table on China - Year-over-year growth 2024-2029 (%)
- 12.10 Germany - Market size and forecast 2024-2029
- Chart on Germany - Market size and forecast 2024-2029 ($ million)
- Data Table on Germany - Market size and forecast 2024-2029 ($ million)
- Chart on Germany - Year-over-year growth 2024-2029 (%)
- Data Table on Germany - Year-over-year growth 2024-2029 (%)
- 12.11 UK - Market size and forecast 2024-2029
- Chart on UK - Market size and forecast 2024-2029 ($ million)
- Data Table on UK - Market size and forecast 2024-2029 ($ million)
- Chart on UK - Year-over-year growth 2024-2029 (%)
- Data Table on UK - Year-over-year growth 2024-2029 (%)
- 12.12 Canada - Market size and forecast 2024-2029
- Chart on Canada - Market size and forecast 2024-2029 ($ million)
- Data Table on Canada - Market size and forecast 2024-2029 ($ million)
- Chart on Canada - Year-over-year growth 2024-2029 (%)
- Data Table on Canada - Year-over-year growth 2024-2029 (%)
- 12.13 France - Market size and forecast 2024-2029
- Chart on France - Market size and forecast 2024-2029 ($ million)
- Data Table on France - Market size and forecast 2024-2029 ($ million)
- Chart on France - Year-over-year growth 2024-2029 (%)
- Data Table on France - Year-over-year growth 2024-2029 (%)
- 12.14 Australia - Market size and forecast 2024-2029
- Chart on Australia - Market size and forecast 2024-2029 ($ million)
- Data Table on Australia - Market size and forecast 2024-2029 ($ million)
- Chart on Australia - Year-over-year growth 2024-2029 (%)
- Data Table on Australia - Year-over-year growth 2024-2029 (%)
- 12.15 India - Market size and forecast 2024-2029
- Chart on India - Market size and forecast 2024-2029 ($ million)
- Data Table on India - Market size and forecast 2024-2029 ($ million)
- Chart on India - Year-over-year growth 2024-2029 (%)
- Data Table on India - Year-over-year growth 2024-2029 (%)
- 12.16 Italy - Market size and forecast 2024-2029
- Chart on Italy - Market size and forecast 2024-2029 ($ million)
- Data Table on Italy - Market size and forecast 2024-2029 ($ million)
- Chart on Italy - Year-over-year growth 2024-2029 (%)
- Data Table on Italy - Year-over-year growth 2024-2029 (%)
- 12.17 Spain - Market size and forecast 2024-2029
- Chart on Spain - Market size and forecast 2024-2029 ($ million)
- Data Table on Spain - Market size and forecast 2024-2029 ($ million)
- Chart on Spain - Year-over-year growth 2024-2029 (%)
- Data Table on Spain - Year-over-year growth 2024-2029 (%)
- 12.18 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
13 Drivers, Challenges, and Opportunity/Restraints
- 13.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
- 13.4 Market opportunities/restraints
14 Competitive Landscape
- 14.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 14.3 Landscape disruption
- Overview on factors of disruption
- 14.4 Industry risks
- Impact of key risks on business
15 Competitive Analysis
- 15.2 Company ranking index
- 15.3 Market positioning of companies
- Matrix on companies position and classification
- 15.4 AAA Taranis Visual Ltd.
- AAA Taranis Visual Ltd. - Overview
- AAA Taranis Visual Ltd. - Product / Service
- AAA Taranis Visual Ltd. - Key offerings
- SWOT
- 15.5 Abaco Spa
- Abaco Spa - Overview
- Abaco Spa - Product / Service
- Abaco Spa - Key offerings
- SWOT
- 15.6 Ag Leader Technology
- Ag Leader Technology - Overview
- Ag Leader Technology - Product / Service
- Ag Leader Technology - Key offerings
- SWOT
- 15.7 AGCO Corp.
- AGCO Corp. - Overview
- AGCO Corp. - Business segments
- AGCO Corp. - Key news
- AGCO Corp. - Key offerings
- AGCO Corp. - Segment focus
- SWOT
- 15.8 Agribotix
- Agribotix - Overview
- Agribotix - Product / Service
- Agribotix - Key offerings
- SWOT
- 15.9 Carl Zeiss AG
- Carl Zeiss AG - Overview
- Carl Zeiss AG - Product / Service
- Carl Zeiss AG - Key news
- Carl Zeiss AG - Key offerings
- SWOT
- 15.10 CNH Industrial NV
- CNH Industrial NV - Overview
- CNH Industrial NV - Business segments
- CNH Industrial NV - Key offerings
- CNH Industrial NV - Segment focus
- SWOT
- 15.11 CropX Technologies Ltd.
- CropX Technologies Ltd. - Overview
- CropX Technologies Ltd. - Product / Service
- CropX Technologies Ltd. - Key offerings
- SWOT
- 15.12 Deere and Co.
- Deere and Co. - Overview
- Deere and Co. - Business segments
- Deere and Co. - Key news
- Deere and Co. - Key offerings
- Deere and Co. - Segment focus
- SWOT
- 15.13 DICKEY john
- DICKEY john - Overview
- DICKEY john - Product / Service
- DICKEY john - Key offerings
- SWOT
- 15.14 Kubota Corp.
- Kubota Corp. - Overview
- Kubota Corp. - Business segments
- Kubota Corp. - Key offerings
- Kubota Corp. - Segment focus
- SWOT
- 15.15 TeeJet Technologies
- TeeJet Technologies - Overview
- TeeJet Technologies - Product / Service
- TeeJet Technologies - Key offerings
- SWOT
- 15.16 The Toro Co.
- The Toro Co. - Overview
- The Toro Co. - Business segments
- The Toro Co. - Key news
- The Toro Co. - Key offerings
- The Toro Co. - Segment focus
- SWOT
- 15.17 Trimble Inc.
- Trimble Inc. - Overview
- Trimble Inc. - Business segments
- Trimble Inc. - Key news
- Trimble Inc. - Key offerings
- Trimble Inc. - Segment focus
- SWOT
- 15.18 Yara International ASA
- Yara International ASA - Overview
- Yara International ASA - Business segments
- Yara International ASA - Key offerings
- Yara International ASA - Segment focus
- SWOT
16 Appendix
- 16.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 16.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 16.4 Research methodology
- 16.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 16.9 360 degree market analysis
- 360 degree market analysis
- 16.10 List of abbreviations