세계의 스마트 작물 스카우팅 및 스마트 살포 시장 : 용도별, 제품별, 지역별 - 분석 및 예측(2024-2034년)

Global Smart Crop Scouting and Smart Spraying Market: Industry Overview

The global smart crop scouting and smart spraying market has been rapidly gaining traction as a crucial segment of agricultural technology. This growth has been driven by farmers' increasing demand for precision farming techniques that enhance sustainability and maximize crop yields. By integrating advanced technologies such as sensors, drones, and artificial intelligence, smart crop scouting and smart spraying enable farmers to manage their fields more efficiently and precisely.

Smart Crop Scouting Techniques utilize drones, satellite imagery, and ground-based sensors to monitor crop health in real-time. These tools help farmers detect early signs of pest infestations, nutrient deficiencies, and crop stress, allowing for timely interventions. AI and data analytics further enhance this process by providing predictive insights, enabling farmers to make proactive decisions that can prevent potential yield losses. This level of precision is a significant departure from traditional scouting methods, which are often labor-intensive and less accurate.

Similarly, smart spraying techniques offer a revolutionary approach to pesticide and herbicide application. By leveraging GPS-guided equipment, variable rate technology (VRT), and computer vision systems, farmers can target specific areas of the field that require treatment rather than applying chemicals uniformly. This reduces the amount of pesticide used, lowers input costs, and minimizes environmental impact, all while maintaining or even improving crop quality and yield.

Farmers are increasingly adopting these technologies to achieve greater operational efficiency and maximize their crop output. The ability to precisely monitor crop conditions and apply inputs only where needed helps farmers optimize resources, reduce waste, and improve profitability. As a result, smart scouting and spraying have become central components of modern agricultural practices, aligning with the industry's broader goals of sustainability and resource optimization.

The competitive landscape of the smart crop scouting and smart spraying market has been shaped by leading players such as Deere & Company, Trimble Inc., and Ag Leader Technology. These companies offer advanced solutions that combine robust product portfolios with cutting-edge innovations tailored to meet the evolving needs of today's farmers. Their focus on research and development ensures continuous improvement in the functionality of smart farming tools.

Additionally, smaller niche players and startups are entering the market, focusing on specialized areas such as spatial data analytics and machine learning applications. This influx of new technology providers is intensifying competition and spurring collaborations as companies seek to strengthen their market presence and offer more comprehensive solutions to farmers. For instance, in April 2021, the collaboration between HORSCH LLC and Trimble Inc. aimed to develop autonomous agricultural solutions, further pushing the industry toward more automated and efficient farming practices.

As smart crop scouting and smart spraying technologies continue to evolve, the market is set for substantial growth in the coming years. These innovations empower farmers to manage their fields with unprecedented precision, ultimately leading to higher yields, reduced costs, and a more sustainable agricultural ecosystem. With increased adoption and continued technological advancements, the future of smart farming is poised to redefine how crops are cultivated and managed globally.

Market Lifecycle Stage

The smart crop scouting and smart spraying market is currently in the growth stage of its lifecycle. Although precision agriculture and smart farming technologies have been in development for several years, recent advancements in AI, machine learning, and the Internet of Things (IoT) have significantly accelerated the adoption of these technologies in mainstream farming. This stage has been characterized by increasing awareness among farmers about the benefits of smart technologies, which is driving widespread implementation across both large-scale commercial farms and smaller operations. Several factors contribute to this growth trajectory. Rising demand for sustainable farming practices, the need for improved crop yields to meet global food security challenges, and the desire to optimize resource use are key drivers pushing the adoption of smart crop scouting and smart spraying technologies. Farmers are becoming more tech-savvy and open to integrating advanced tools such as drones, sensors, and data analytics into their traditional farming methods, aiming for greater efficiency and precision in crop management. The market is also experiencing rapid technological innovation, with established industry leaders and new entrants investing heavily in research and development. This has resulted in the continuous introduction of more sophisticated and cost-effective solutions that cater to the evolving needs of modern agriculture. At the same time, strategic partnerships, mergers, and acquisitions are prevalent as companies aim to expand their technological capabilities and market reach. Despite this strong growth, the market has not yet reached full maturity. Adoption rates vary significantly across different regions and types of farming operations, with larger and more advanced agricultural markets such as North America and Europe leading the way. In contrast, emerging markets are still in the early phases of adopting these technologies, though they present a significant growth opportunity as infrastructure improves and awareness increases. As the market matures in the coming years, increased standardization of smart farming technologies, more accessible price points for smaller-scale farmers, and greater integration of autonomous systems are expected to be seen. These developments may lead to further consolidation of market players, with a few dominant firms emerging as global leaders.

Industrial Impact

The impact of the smart crop scouting and smart spraying market on the agricultural industry is transformative, reshaping how farming operations are managed and executed. These technologies are driving significant improvements in efficiency, sustainability, and profitability, with far-reaching implications for farmers, agribusinesses, and the broader food supply chain. One of the most notable impacts is the optimization of crop management practices. By utilizing advanced tools such as drones, sensors, and data analytics, farmers can now monitor crop health with greater accuracy and respond proactively to issues such as pests, diseases, and nutrient deficiencies. This real-time, data-driven approach reduces the guesswork traditionally associated with scouting, enabling more precise interventions and ultimately leading to higher crop yields. Smart spraying technologies are having a similarly profound impact by revolutionizing how chemicals, such as pesticides and herbicides, are applied. Rather than using blanket treatments across entire fields, farmers can now use targeted spraying solutions that minimize the use of inputs, lowering costs and reducing environmental harm. This shift toward precision application is critical in addressing both economic and ecological challenges facing modern agriculture, helping to protect natural resources while maintaining productivity. The widespread adoption of these technologies is also leading to a greater degree of automation in farming. As systems for crop monitoring and spraying become more advanced, farmers are increasingly being able to automate routine tasks, freeing up time and labor for other essential activities. This trend is expected to reduce labor costs and increase operational efficiency, making farming more scalable and sustainable in the long term. Moreover, the smart crop scouting and smart spraying market is catalyzing the development of a new ecosystem of agricultural services. From predictive analytics platforms to autonomous machinery, a growing number of technology providers are emerging to support the evolving needs of the farming community. This has opened opportunities for agribusinesses to diversify their offerings, integrate new technologies into their existing portfolios, and create value-added services for farmers. On a broader level, these advancements are helping to enhance food security by improving the productivity and resilience of farming systems. In the face of global challenges such as climate change, resource scarcity, and rising demand for food, smart technologies offer a viable solution to produce more with less, supporting sustainable farming practices that are better suited to the changing environment.

Market Segmentation

Segmentation 1: by Application

• Smart Crop Scouting Market
  • Weed Detection
  • Disease and Damage Detection
  • Pest Detection
  • Nutrient Analysis
  • Others
• Smart Spraying Market
  • Nutrient Application
  • Crop Protection Chemical Application
  • Herbicide Application

The pest detection segment is one of the prominent application segments in the global smart crop scouting market, and the crop protection chemical application segment is one of the prominent application segments in the global smart spraying market.

Segmentation 2: by Product

• Smart Crop Scouting Market
  • Equipment

Robots

Drones/UAVs

Sensors

• Software

Geographic Information System (GIS) Software

Remote Sensing Software

Crop Management Software

• Smart Spraying Market
  • Tractor Mounted and Self-Propelled Sprayers
  • Robotic Sprayers
  • Drone Sprayers

The global smart crop scouting market is estimated to be led by software in terms of product in 2033, and the global smart spraying market is estimated to be led by drone sprayers in terms of product in 2033.

Segmentation 3: by Region

• North America - U.S., Canada, and Mexico
• Europe - Germany, France, Italy, U.K., Netherlands, Belgium, Switzerland, and Rest-of-Europe
• Asia-Pacific - China, India, Japan, Australia and New Zealand (ANZ), South Korea, and Rest-of-Asia-Pacific
• Rest-of-the-World - South America, the Middle East, and Africa

North America is anticipated to dominate the smart crop scouting and smart spraying market in 2033.

Recent Developments in the Global Smart Crop Scouting and Smart Spraying Market

• In May 2024, Case IH, a U.S.-based agricultural machinery manufacturer, made a notable entry into the agricultural drone sector with the launch of two new drone models, developing its presence in the smart spraying market. These drones are designed to improve the precision and efficiency of crop management, particularly in spraying applications. By integrating advanced technology, Case IH aims to offer farmers more effective tools for crop monitoring and pesticide application, reflecting the growing importance of drones in modern agriculture.
• In April 2023, Bosch BASF Smart Farming, in collaboration with AGCO Corporation, announced to introduce smart spraying technology in North America by December 2024, providing 24/7 precision spraying capabilities and integrated digital tools for better farm management and efficiency. These technologies, integrated with Fendt Rogator sprayers (leading sprayer brand of AGCO Corporation), will offer advanced herbicide savings and precision weed control, which is increasingly important for optimizing crop yields and sustainability.
• In March 2022, Trimble, Inc., a leading precision agriculture technology provider, partnered with Horsch, an agricultural equipment manufacturer, and launched a new self-propelled sprayer. This collaboration aimed to combine Trimble's precision technology with Horsch's machinery expertise. The self-propelled sprayer had integrated advanced sensors and global navigation satellite system (GNSS) technology, which had enhanced efficiency in the application of fertilizers and crop protection, thereby representing a key innovation in the smart spraying market.

Demand - Drivers and Limitations

The following are the demand drivers for the global smart crop scouting and smart spraying market:

• Necessity for Advancements in Agricultural Methods
• Strategic Impact of Global Trade and Market Integration on Agricultural Technology Adoption
• Rising Need to Increase Crop Production

The market is expected to face some limitations as well due to the following challenges:

• High Costs Hindering Widespread Adoption of Advanced Farming Technologies
• Compatibility with Existing Equipment

How can this report add value to an organization?

Product/Innovation Strategy: The product and innovation strategy for the global smart crop scouting and smart spraying market should focus on integrating advanced IoT and sensor technologies with robust data analytics platforms to offer precision-driven solutions that enhance agricultural productivity and sustainability. Companies should prioritize the development of highly accurate, real-time monitoring systems for crop health, pest detection, and environmental conditions, combined with AI-powered predictive tools for optimal resource application. Additionally, the innovation roadmap must emphasize user-friendly interfaces and scalable platforms that cater to a diverse range of farm sizes and geographies. Partnering with analytics firms to leverage big data for actionable insights may further enhance the value proposition, enabling farmers to make data-driven decisions that improve yields and reduce operational costs while promoting eco-friendly practices.

Growth/Marketing Strategy: The growth and marketing strategy for the global smart crop scouting and smart spraying market should focus on educating and engaging farmers, agribusinesses, and key stakeholders about the long-term cost savings, efficiency gains, and sustainability benefits of precision agriculture technologies. This can be achieved through targeted marketing campaigns that showcase real-world success stories and ROI metrics from early adopters, emphasizing how IoT-driven crop scouting and smart spraying can improve yields and reduce resource waste. Strategic partnerships with agricultural equipment manufacturers, agritech companies, and governments will be crucial to expanding market reach and fostering trust. Additionally, leveraging digital platforms, agricultural expos, and demonstration projects will help build awareness and drive adoption, particularly in emerging markets where the potential for smart farming innovations is substantial. Tailoring solutions to specific regional needs and offering flexible pricing or subscription models can further accelerate market penetration and growth.

Competitive Strategy: The competitive strategy for the global smart crop scouting and spraying market should focus on differentiation through continuous innovation, offering advanced IoT, AI, and sensor technologies that provide superior precision and ease of use. Building a strong ecosystem via partnerships with equipment manufacturers and analytics firms will enable seamless, end-to-end solutions. Customizing products for different crop types, regions, and farming scales and offering flexible pricing models will enhance accessibility. Prioritizing customer support and training will ensure successful adoption, solidifying a competitive edge in the market.

Key Market Players and Competition Synopsis

The companies profiled have been selected based on inputs gathered from primary experts, analyzing company coverage, product portfolio, and market penetration.

The global smart crop scouting and smart spraying market has been studied and analyzed with a multi-faceted approach as it broadly covers two distinct markets, i.e., smart crop scouting market and smart spraying market. The objective of augmenting both markets is to provide clarity on how smart spraying activity is considered in response to smart crop scouting. The report aims to bring clarity to the minds of crop growers, especially about how both smart crop scouting and smart spraying go hand in hand. The global smart crop scouting and smart spraying market has been segmented by different applications and products.

Some of the prominent established names in this market are:

• Semios
• Bushel Inc.
• Climate LLC (Bayer AG)
• Cropin Technology Solutions Private Limited
• BASF SE
• Corteva
• DJI
• Trimble Inc.
• AGCO Corporation
• Deere & Company
• AGRIVI
• Robert Bosch GmbH
• Ag Leader Technology

Table of Contents

Executive Summary

Scope and Definition

1 Markets

• 1.1 Trends: Current and Future Impact Assessment
  • 1.1.1 Trends: Overview
  • 1.1.2 Technological Advancements and Increasing Adoption Rate for Precision Farming
  • 1.1.3 Drones Revolutionizing Precision Farming: Enhancing Efficiency, Sustainability, and Reducing Costs in Smart Agriculture
  • 1.1.4 Emerging Imaging and Data Collection Technologies
• 1.2 Supply Chain Overview
  • 1.2.1 Value Chain Analysis
• 1.3 Research and Development Review
  • 1.3.1 Patent Filing Trend (by Country and Company)
• 1.4 Stakeholder Analysis
  • 1.4.1 Use Case
    • 1.4.1.1 Farmers/Agribusinesses
    • 1.4.1.2 Technology Providers
    • 1.4.1.3 Government and Regulatory Bodies
    • 1.4.1.4 Data and Analytics Providers
    • 1.4.1.5 Distributors and Retailers
    • 1.4.1.6 Environmental Organizations
• 1.5 Startup Landscape
  • 1.5.1 Key Startups in the Ecosystem
• 1.6 Market Dynamics Overview
  • 1.6.1 Market Drivers
    • 1.6.1.1 Necessity for Advancements in Agricultural Methods
    • 1.6.1.2 Strategic Impact of Global Trade and Market Integration on Agricultural Technology Adoption
    • 1.6.1.3 Rising Need to Increase Crop Production
  • 1.6.2 Market Challenges
    • 1.6.2.1 High Costs Hindering Widespread Adoption of Advanced Farming Technologies
    • 1.6.2.2 Compatibility with Existing Equipment
  • 1.6.3 Market Opportunities
    • 1.6.3.1 Integral Offerings with Horizontal Integration in Farming
    • 1.6.3.2 Climate-Smart Agriculture

2 Application

• 2.1 Application Segmentation
• 2.2 Application Summary
  • 2.2.1 Smart Crop Scouting Market (by Application)
  • 2.2.2 Smart Spraying Market (by Application)
• 2.3 Smart Crop Scouting and Smart Spraying Market (by Application)
• 2.4 Smart Crop Scouting Market (by Application)
  • 2.4.1 Weed Detection
  • 2.4.2 Disease and Damage Detection
  • 2.4.3 Pest Detection
  • 2.4.4 Nutrient Analysis
  • 2.4.5 Others (Crop Health Monitoring, Soil Moisture Assessment)
• 2.5 Smart Spraying Market (by Application)
  • 2.5.1 Nutrient Application
  • 2.5.2 Crop Protection Chemical Application
  • 2.5.3 Herbicides

3 Products

• 3.1 Product Segmentation
• 3.2 Product Summary
  • 3.2.1 Smart Crop Scouting Market (by Product)
    • 3.2.1.1 Smart Crop Scouting Market (by Equipment Testing)
    • 3.2.1.2 Smart Crop Scouting Market (by Software Testing)
  • 3.2.2 Smart Spraying Market (by Product)
• 3.3 Smart Crop Scouting and Smart Spraying Market (by Product)
• 3.4 Smart Crop Scouting Market (by Product)
  • 3.4.1 Equipment Scouting
    • 3.4.1.1 Robots
    • 3.4.1.2 Drones/UAVs
    • 3.4.1.3 Sensors
  • 3.4.2 Software Scouting
    • 3.4.2.1 Geographic Information System (GIS) Software
    • 3.4.2.2 Remote Sensing Software
    • 3.4.2.3 Crop Management Software
• 3.5 Smart Spraying Market (by Product)
  • 3.5.1 Tractor Mounted and Self-Propelled Sprayers
  • 3.5.2 Robotic Sprayers
  • 3.5.3 Drone Sprayers

4 Regions

• 4.1 Regional Summary
• 4.2 North America
  • 4.2.1 Regional Overview
  • 4.2.2 Driving Factors for Market Growth
  • 4.2.3 Factors Challenging the Market
  • 4.2.4 Application
  • 4.2.5 Product
  • 4.2.6 U.S.
    • 4.2.6.1 Application
    • 4.2.6.2 Product
  • 4.2.7 Canada
    • 4.2.7.1 Application
    • 4.2.7.2 Product
  • 4.2.8 Mexico
    • 4.2.8.1 Application
    • 4.2.8.2 Product
• 4.3 Europe
  • 4.3.1 Regional Overview
  • 4.3.2 Driving Factors for Market Growth
  • 4.3.3 Factors Challenging the Market
  • 4.3.4 Application
  • 4.3.5 Product
  • 4.3.6 Germany
    • 4.3.6.1 Application
    • 4.3.6.2 Product
  • 4.3.7 France
    • 4.3.7.1 Application
    • 4.3.7.2 Product
  • 4.3.8 U.K.
    • 4.3.8.1 Application
    • 4.3.8.2 Product
  • 4.3.9 Italy
    • 4.3.9.1 Application
    • 4.3.9.2 Product
  • 4.3.10 Spain
    • 4.3.10.1 Application
    • 4.3.10.2 Product
  • 4.3.11 Netherlands
    • 4.3.11.1 Application
    • 4.3.11.2 Product
  • 4.3.12 Belgium
    • 4.3.12.1 Application
    • 4.3.12.2 Product
  • 4.3.13 Switzerland
    • 4.3.13.1 Application
    • 4.3.13.2 Product
  • 4.3.14 Rest-of-Europe
    • 4.3.14.1 Application
    • 4.3.14.2 Product
• 4.4 Asia-Pacific
  • 4.4.1 Regional Overview
  • 4.4.2 Driving Factors for Market Growth
  • 4.4.3 Factors Challenging the Market
  • 4.4.4 Application
  • 4.4.5 Product
  • 4.4.6 China
    • 4.4.6.1 Application
    • 4.4.6.2 Product
  • 4.4.7 India
    • 4.4.7.1 Application
    • 4.4.7.2 Product
  • 4.4.8 Japan
    • 4.4.8.1 Application
    • 4.4.8.2 Product
  • 4.4.9 South Korea
    • 4.4.9.1 Application
    • 4.4.9.2 Product
  • 4.4.10 Australia and New Zealand (ANZ)
    • 4.4.10.1 Application
    • 4.4.10.2 Product
  • 4.4.11 Rest-of-Asia-Pacific
    • 4.4.11.1 Application
    • 4.4.11.2 Product
• 4.5 Rest-of-the-World
  • 4.5.1 Regional Overview
  • 4.5.2 Driving Factors for Market Growth
  • 4.5.3 Factors Challenging the Market
  • 4.5.4 Application
  • 4.5.5 Product
  • 4.5.6 South America
    • 4.5.6.1 Application
    • 4.5.6.2 Product
  • 4.5.7 Middle East and Africa
    • 4.5.7.1 Application
    • 4.5.7.2 Product

5 Markets - Competitive Benchmarking & Company Profiles

• 5.1 Next Frontiers
• 5.2 Geographic Assessment
  • 5.2.1 Semios
    • 5.2.1.1 Overview
    • 5.2.1.2 Top Products/Product Portfolio
    • 5.2.1.3 Top Competitors
    • 5.2.1.4 Target Customers
    • 5.2.1.5 Key Personnel
    • 5.2.1.6 Analyst View
  • 5.2.2 Bushel Inc.
    • 5.2.2.1 Overview
    • 5.2.2.2 Top Products/Product Portfolio
    • 5.2.2.3 Top Competitors
    • 5.2.2.4 Target Customers
    • 5.2.2.5 Key Personnel
    • 5.2.2.6 Analyst View
  • 5.2.3 Climate LLC (Bayer AG)
    • 5.2.3.1 Overview
    • 5.2.3.2 Top Products/Product Portfolio
    • 5.2.3.3 Top Competitors
    • 5.2.3.4 Target Customers
    • 5.2.3.5 Key Personnel
    • 5.2.3.6 Analyst View
  • 5.2.4 Cropin Technology Solutions Private Limited
    • 5.2.4.1 Overview
    • 5.2.4.2 Top Products/Product Portfolio
    • 5.2.4.3 Top Competitors
    • 5.2.4.4 Target Customers
    • 5.2.4.5 Key Personnel
    • 5.2.4.6 Analyst View
  • 5.2.5 BASF SE
    • 5.2.5.1 Overview
    • 5.2.5.2 Top Products/Product Portfolio
    • 5.2.5.3 Top Competitors
    • 5.2.5.4 Target Customers
    • 5.2.5.5 Key Personnel
    • 5.2.5.6 Analyst View
  • 5.2.6 Corteva
    • 5.2.6.1 Overview
    • 5.2.6.2 Top Products/Product Portfolio
    • 5.2.6.3 Top Competitors
    • 5.2.6.4 Target Customers
    • 5.2.6.5 Key Personnel
    • 5.2.6.6 Analyst View
  • 5.2.7 DJI
    • 5.2.7.1 Overview
    • 5.2.7.2 Top Products/Product Portfolio
    • 5.2.7.3 Top Competitors
    • 5.2.7.4 Target Customers
    • 5.2.7.5 Key Personnel
    • 5.2.7.6 Analyst View
  • 5.2.8 Trimble Inc.
    • 5.2.8.1 Overview
    • 5.2.8.2 Top Products/Product Portfolio
    • 5.2.8.3 Top Competitors
    • 5.2.8.4 Target Customers
    • 5.2.8.5 Key Personnel
    • 5.2.8.6 Analyst View
  • 5.2.9 AGCO Corporation
    • 5.2.9.1 Overview
    • 5.2.9.2 Top Products/Product Portfolio
    • 5.2.9.3 Top Competitors
    • 5.2.9.4 Target Customers
    • 5.2.9.5 Key Personnel
    • 5.2.9.6 Analyst View
  • 5.2.10 Deere & Company
    • 5.2.10.1 Overview
    • 5.2.10.2 Top Products/Product Portfolio
    • 5.2.10.3 Top Competitors
    • 5.2.10.4 Target Customers
    • 5.2.10.5 Key Personnel
    • 5.2.10.6 Analyst View
  • 5.2.11 KUBOTA Corporation
    • 5.2.11.1 Overview
    • 5.2.11.2 Top Products/Product Portfolio
    • 5.2.11.3 Top Competitors
    • 5.2.11.4 Target Customers/End Users
    • 5.2.11.5 Key Personnel
    • 5.2.11.6 Analyst View
  • 5.2.12 AGRIVI
    • 5.2.12.1 Overview
    • 5.2.12.2 Top Products/Product Portfolio
    • 5.2.12.3 Top Competitors
    • 5.2.12.4 Target Customers
    • 5.2.12.5 Key Personnel
    • 5.2.12.6 Analyst View
  • 5.2.13 Robert Bosch GmbH
    • 5.2.13.1 Overview
    • 5.2.13.2 Top Products/Product Portfolio
    • 5.2.13.3 Top Competitors
    • 5.2.13.4 Target Customers
    • 5.2.13.5 Key Personnel
    • 5.2.13.6 Analyst View
  • 5.2.14 Ag Leader Technology
    • 5.2.14.1 Overview
    • 5.2.14.2 Top Products/Product Portfolio
    • 5.2.14.3 Top Competitors
    • 5.2.14.4 Target Customers
    • 5.2.14.5 Key Personnel
    • 5.2.14.6 Analyst View
  • 5.2.15 CNH Industrial N.V.
    • 5.2.15.1 Overview
    • 5.2.15.2 Top Products/Product Portfolio
    • 5.2.15.3 Top Competitors
    • 5.2.15.4 Target Customers
    • 5.2.15.5 Key Personnel
    • 5.2.15.6 Analyst View

6 Research Methodology

• 6.1 Data Sources
  • 6.1.1 Primary Data Sources
  • 6.1.2 Secondary Data Sources
  • 6.1.3 Data Triangulation
• 6.2 Market Estimation and Forecast