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智慧作物侦察和智慧散布市场 - 全球和区域分析：按应用、按产品、按地区 - 分析和预测（2024-2034）
市场调查报告书
商品编码
1580136

智慧作物侦察和智慧散布市场 - 全球和区域分析：按应用、按产品、按地区 - 分析和预测（2024-2034）

Smart Crop Scouting and Smart Spraying Market - A Global and Regional Analysis: Focus on Market by Application, Product, and Region - Analysis and Forecast, 2024-2034
出版日期: | 出版商: BIS Research | 英文 167 Pages | 商品交期: 1-5个工作天内

价格

全球智慧作物探查和智慧散布市场作为农业技术的重要组成部分正在迅速普及。

这一增长是由农民对精密农业技术不断增长的需求所推动的，这些技术可以提高永续性并最大限度地提高作物产量。透过整合感测器、无人机和人工智慧等先进技术，智慧作物侦察和智慧散布使农民能够更有效率、更准确地管理田地。

智慧作物侦察技术利用无人机、卫星影像和地面感测器即时监测作物健康。这些工具可帮助农民发现害虫侵扰、营养缺乏和作物胁迫的早期征兆，以便及时介入。人工智慧和资料分析可以透过提供预测性见解来进一步增强这一过程，使农民能够做出主动决策，防止潜在的产量损失。这种精确度水准与传统的侦察方法有很大不同，传统的侦察方法通常是劳力密集的且精确度较低。

主要市场统计数据
预测期 2024-2034
2024年评估 53.386 亿美元
2034 年预测 195.546 亿美元
复合年增长率 13.86%

同样，智慧散布技术为农药和除草剂的散布提供了一种创新方法。透过利用 GPS 导引、可变速率技术 (VRT) 和电脑视觉系统，农民可以针对需要处理的特定区域，而不是全面散布化学药剂。这有助于维持或提高作物品质和产量，同时减少农药使用、降低投入成本并最大限度地减少对环境的影响。

农民越来越多地采用这些技术来实现更高的营运效率并最大限度地提高作物产量。准确监测作物健康状况并仅在需要时施用投入的能力有助于农民优化资源、减少浪费并提高盈利。因此，智慧侦察和散布已成为现代农业的核心要素，符合该行业永续性和资源优化的更广泛目标。

智慧作物侦察和智慧散布市场的竞争格局由 Deere & Company、Trimble Inc. 和 Ag Leader Technology 等主要企业塑造。这些公司提供先进的解决方案，将强大的产品系列组合与尖端创新相结合，以满足当今农民不断变化的需求。我们专注于研发，不断改进智慧农具的功能。

本报告研究了全球智慧作物侦察和智慧散布市场，并提供了市场概述，包括按应用、产品、地区和参与市场的公司概况分類的趋势。

目录

执行摘要

第一章 市场

  • 趋势：当前和未来的影响评估
  • 供应链概览
  • 研究发展回顾
  • 相关利益者分析
  • Start-Ups状况
  • 市场动态概览

第二章申请

  • 应用细分
  • 应用概述
  • 智慧作物侦察和智慧散布市场（按应用）
  • 智慧作物侦察市场（按应用）
  • 智慧散布市场（按应用）

第三章 产品

  • 产品细分
  • 产品概述
  • 智慧作物侦察和智慧散布市场（按产品）
  • 智慧作物侦察市场（按产品）
  • 智慧散布市场（分产品）

第四章 区域

  • 区域概况
  • 北美洲
  • 欧洲
  • 亚太地区
  • 其他领域

第五章市场－竞争基准化分析与公司概况

  • 未来展望
  • 地理评估
    • Semios
    • Bushel Inc.
    • Climate LLC (Bayer AG)
    • Cropin Technology Solutions Private Limited
    • BASF SE
    • Corteva
    • DJI
    • Trimble Inc.
    • AGCO Corporation
    • Deere & Company
    • KUBOTA Corporation
    • AGRIVI
    • Robert Bosch GmbH
    • Ag Leader Technology
    • CNH Industrial NV

第六章调查方法

Product Code: AGA1386SB

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.

KEY MARKET STATISTICS
Forecast Period2024 - 2034
2024 Evaluation$5,338.6 Million
2034 Forecast$19,554.6 Million
CAGR13.86%

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

List of Figures

  • Figure 1: Smart Crop Scouting and Smart Spraying Market (by Scenario), $Million, 2023, 2027, and 2034
  • Figure 2: Global Smart Crop Scouting and Smart Spraying Market (by Region), $Million, 2023, 2027, and 2034
  • Figure 3: Global Smart Crop Scouting Market (by Application), $Million, 2023, 2027, and 2034
  • Figure 4: Global Smart Spraying Market (by Application), $Million, 2023, 2027, and 2034
  • Figure 5: Global Smart Crop Scouting Market (by Product), $Million, 2023, 2027, and 2034
  • Figure 6: Global Smart Spraying Market (by Product), $Million, 2023, 2027, and 2034
  • Figure 7: Global Smart Crop Scouting and Smart Spraying Market, Recent Developments
  • Figure 8: Precision Agriculture Technology Usage in Nebraska
  • Figure 9: Global Holdings of DJI Agricultural Drones, 2016-2021
  • Figure 10: Supply Chain Analysis
  • Figure 11: Patent Filed (by Country), January 2021-August 2024
  • Figure 12: Patent Filed (by Company), January 2021-August 2024
  • Figure 13: Impact Analysis of Market Navigating Factors, 2023-2034
  • Figure 14: Global Crop Yield Losses of Different Crops due to Pest and Climate Change, 2022
  • Figure 15: Global Progress in Food Consumption
  • Figure 16: U.S. Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 17: Use of Precision Agriculture Practices (by U.S. Farm), June 2022- June 2023
  • Figure 18: Canada Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 19: Mexico Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 20: Germany Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 21: France Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 22: U.K. Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 23: Italy Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 24: Spain Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 25: Netherlands Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 26: Belgium Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 27: Switzerland Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 28: Rest-of-Europe Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 29: China Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 30: India Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 31: Japan Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 32: South Korea Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 33: Australia and New Zealand (ANZ) Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 34: Rest-of-Asia-Pacific Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 35: South America Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 36: Middle East and Africa Smart Crop Scouting and Smart Spraying Market, $Million, 2023-2034
  • Figure 37: Strategic Initiatives, 2021-2023
  • Figure 38: Share of Strategic Initiatives, 2021-2023
  • Figure 39: Data Triangulation
  • Figure 40: Top-Down and Bottom-Up Approach
  • Figure 41: Assumptions and Limitations

List of Tables

  • Table 1: Market Snapshot
  • Table 2: Global Smart Crop Scouting and Smart Spraying Market, Opportunities
  • Table 3: Key Other Systems
  • Table 4: Key Nutrient Application Systems
  • Table 5: Key Crop Protection Application Systems
  • Table 6: Key Other Systems
  • Table 7: Global Smart Crop Scouting and Smart Spraying Market (by Region), $Million, 2023-2034
  • Table 8: North America Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 9: North America Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 10: North America Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 11: North America Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 12: U.S. Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 13: U.S. Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 14: U.S. Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 15: U.S. Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 16: Adoption Rates of Precision Agriculture Technologies in Ontario, Canada, 2017 and 2020
  • Table 17: Canada Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 18: Canada Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 19: Canada Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 20: Canada Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 21: Mexico Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 22: Mexico Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 23: Mexico Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 24: Mexico Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 25: Europe Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 26: Europe Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 27: Europe Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 28: Europe Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 29: Germany Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 30: Germany Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 31: Germany Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 32: Germany Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 33: France Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 34: France Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 35: France Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 36: France Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 37: U.K. Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 38: U.K. Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 39: U.K. Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 40: U.K. Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 41: Italy Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 42: Italy Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 43: Italy Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 44: Italy Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 45: Spain Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 46: Spain Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 47: Spain Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 48: Spain Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 49: Netherlands Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 50: Netherlands Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 51: Netherlands Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 52: Netherlands Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 53: Belgium Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 54: Belgium Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 55: Belgium Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 56: Belgium Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 57: Switzerland Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 58: Switzerland Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 59: Switzerland Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 60: Switzerland Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 61: Rest-of-Europe Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 62: Rest-of-Europe Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 63: Rest-of-Europe Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 64: Rest-of-Europe Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 65: Asia-Pacific Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 66: Asia-Pacific Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 67: Asia-Pacific Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 68: Asia-Pacific Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 69: China Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 70: China Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 71: China Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 72: China Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 73: Cost Analysis for Agricultural Drones in India
  • Table 74: India Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 75: India Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 76: India Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 77: India Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 78: Japan Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 79: Japan Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 80: Japan Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 81: Japan Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 82: South Korea Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 83: South Korea Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 84: South Korea Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 85: South Korea Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 86: Australia and New Zealand Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 87: Australia and New Zealand Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 88: Australia and New Zealand Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 89: Australia and New Zealand Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 90: Rest-of-Asia-Pacific Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 91: Rest-of-Asia-Pacific Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 92: Rest-of-Asia-Pacific Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 93: Rest-of-Asia-Pacific Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 94: Rest-of-the-World Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 95: Rest-of-the-World Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 96: Rest-of-the-World Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 97: Rest-of-the-World Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 98: South America Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 99: South America Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 100: South America Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 101: South America Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 102: Middle East and Africa Smart Crop Scouting Market (by Application), $Million, 2023-2034
  • Table 103: Middle East and Africa Smart Spraying Market (by Application), $Million, 2023-2034
  • Table 104: Middle East and Africa Smart Crop Scouting Market (by Product), $Million, 2023-2034
  • Table 105: Middle East and Africa Smart Spraying Market (by Product), $Million, 2023-2034
  • Table 106: Market Share, 2023 (Drone Manufacturers)
  • Table 107: Market Share, 2023 (Robot Manufacturers)
  • Table 108: Market Share, 2023 (Sensors Manufacturers)
  • Table 109: Market Share, 2023 (Software Providers)