スマート作物モニタリング市場 - 世界および地域別分析：最終用途産業別、タイプ別、プロセス別、国別 - 分析と予測（2024年～2034年）

世界のスマート作物モニタリングの市場規模は、2023年に48億8,300万米ドルとなりました。

同市場は、CAGR 15.74％で拡大し、2034年には238億360万米ドルに達すると予測されています。精密農業と持続可能な農法に対する需要の高まりが市場を牽引し、モニタリング技術の革新につながっています。高度なデータ分析、IoTソリューション、進化する規制枠組みがこのダイナミックな市場を形成し、作物の健康状態、土壌状態、資源管理の正確で効率的なモニタリングを可能にしています。戦略的パートナーシップと技術的進歩はさらに市場に影響を与えており、農業の生産性と持続可能性を高めるための信頼性の高い高精度ツールの必要性が強調されています。需要が拡大するにつれ、市場は技術革新と環境への配慮に焦点を当て続けています。

スマート作物モニタリングとは、土壌状態、天候パターン、植物の健康状態など、作物の成長に影響を与える様々な要因を評価・管理するために先進技術を活用するプロセスであると定義されています。スマート作物モニタリングは、センサー、ドローン、データ分析などのツールを採用し、リアルタイムの情報を収集し、農業慣行を最適化します。このプロセスは、作物の収量を向上させ、水や肥料などの資源を節約し、持続可能な農業を確保するために不可欠です。リモートセンシング、IoTデバイス、AI主導のアナリティクスを統合することで、スマートクロップモニタリングは作物の状態に関する本質的な洞察を提供し、農家は生産性と環境スチュワードシップを強化するデータ主導の意思決定を行うことができます。

世界のスマート作物モニタリング市場は、持続可能な農法への需要の高まりと農業生産性を最適化するニーズの高まりにより、急速に注目を集めています。スマート作物モニタリングは、センサーやデータ分析などの先進技術を活用し、土壌状態、作物の健康状態、天候パターンに関するリアルタイムの洞察を提供します。精密農業が資源不足、気候変動、食糧安全保障などの課題に取り組む上で不可欠になるにつれ、政府や産業界は効率性と持続可能性を向上させるためにこれらの技術を採用しつつあります。同市場は、IoTベースのセンサー、ドローン、AI主導の分析など、さまざまなソリューションを包含しており、これらは農作物のモニタリング、資源の節約、収穫物の品質向上に不可欠です。精密農業の台頭と持続可能な農業への注目により、世界のスマート作物モニタリング市場は、技術革新と包括的なデータ主導型農業ソリューションの必要性によって、大きく成長する態勢を整えています。

当レポートでは、世界のスマート作物モニタリング市場について調査し、市場の概要とともに、最終用途産業別、タイプ別、プロセス別、国別の動向、および市場に参入する企業のプロファイルなどを提供しています。

目次

エグゼクティブサマリー

第1章 市場

• 世界のスマート作物モニタリング市場：現状と将来
• サプライチェーンの概要
• 研究開発レビュー
• 規制状況
• ステークホルダー分析
• 市場力学：概要

第2章 用途

• 用途のセグメンテーション
• 用途の概要
• 世界のスマート作物モニタリング市場（最終用途産業別）
  • 病気と害虫の検出
  • 栄養管理
  • 雑草管理
  • 農作物保険

第3章 製品

• 製品セグメンテーション
• 製品概要
• スマート作物モニタリング市場（タイプ別）
  • センサー技術
  • ドローン
  • ロボット
  • ソフトウェアスカウティング

第4章 地域

• 世界のスマート作物モニタリング市場（地域別）
• 北米
• 欧州
• アジア太平洋
• その他の地域（地域別）

第5章 市場-競合ベンチマーキングと企業プロファイル

• 今後の見通し
• 地理的評価
• 企業プロファイル
  • CNH Industrial N.V.
  • Deere & Company
  • The Climate Corporation
  • AGRIVI
  • IBM Corporation
  • KUBOTA Corporation
  • Robert Bosch GmbH
  • DJI
  • AIRBUS
  • Small Robot Company
  • Semios
  • Trimble Inc.
  • Parrot
  • CropX Inc.
  • Naiuo Technologies

第6章 調査手法

List of Figures

• Figure 1: Smart Crop Monitoring Market (by Region), $Million, 2024, 2026, 2034
• Figure 2: Smart Crop Monitoring Market (by Application), $Million, 2024,2026,2034
• Figure 3: Smart Crop Monitoring Market (by Product), $Million, 2024, 2026, 2034
• Figure 4: Key Events
• Figure 5: Growth of Organic Agricultural Land (in Million Hectare), 2018-2022
• Figure 6: Global Distribution of Organic Areas, 2022
• Figure 7: Deviation in Global Surface Temperature (in Degrees Celsius), 2013-2023
• Figure 8: Supply Chain and Risks within the Supply Chain
• Figure 9: Value Chain Analysis
• Figure 10: Global Average Pricing Analysis in ($million) 2023-2034
• Figure 11: Patent Analysis (by Country), January 2021-August 2024
• Figure 12: Patent Analysis (by Company), January 2021-August 2024
• Figure 13: Impact Analysis of Market Navigating Factors, 2024-2034
• Figure 14: Global Pesticides Usage (in tons), 2019-2022
• Figure 15: U.S. Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 16: Canada Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 17: Mexico Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 18: Germany Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 19: France Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 20: Spain Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 21: Italy Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 22: Italy Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Figure 23: U.K. Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 24: Rest-of-Europe Smart Crop Monitoring Market $Million, 2023-2034
• Figure 25: China Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 26: Japan Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 27: India Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 28: Australia Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 29: Rest-of-Asia-Pacific Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 30: Middle East and Africa Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 31: Latin America Smart Crop Monitoring Market, $Million, 2023-2034
• Figure 32: Strategic Initiatives, January 2021-August 2024
• Figure 33: Share of Strategic Initiatives, January 2021-August 2024
• Figure 34: Data Triangulation
• Figure 35: Top-Down and Bottom-Up Approach
• Figure 36: Assumptions and Limitations

List of Tables

• Table 1: Market Snapshot
• Table 2: Opportunities
• Table 3: Competitive Landscape Snapshot
• Table 4: Trends: Overview
• Table 5: Regulatory Landscape for Global Smart Crop Monitoring Market
• Table 6: List of Cybersecurity attacks that can be seen in the global smart crop monitoring market
• Table 7: Global Smart Crop Monitoring Market (by Region), $Million, 2023-2034
• Table 8: North America Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 9: North America Smart Crop Monitoring Market (by Type), $Million, 2023-2034
• Table 10: U.S. Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 11: U.S. Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 12: Canada Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 13: Canada Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 14: Mexico Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 15: Mexico Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 16: Europe Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 17: Europe Smart Crop Monitoring Market (by Type), $Million, 2023-2034
• Table 18: Germany Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 19: Germany Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 20: France Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 21: France Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 22: Spain Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 23: Spain Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 24: Italy Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 25: U.K. Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 26: U.K. Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 27: Rest-of-Europe Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 28: Rest-of-Europe Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 29: Asia-Pacific Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 30: Asia-Pacific Smart Crop Monitoring Market (by Type), $Million, 2023-2034
• Table 31: China Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 32: China Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 33: Japan Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 34: Japan Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 35: India Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 36: India Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 37: Australia Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 38: Australia Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 39: Rest-of-Asia-Pacific Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 40: Rest-of-Asia-Pacific Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 41: Rest-of-the-World Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 42: Rest-of-the-World Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 43: Middle East and Africa Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 44: Middle East and Africa Smart Crop Monitoring Market (by Type), $Million, 2023-2034
• Table 45: Latin America Smart Crop Monitoring Market (by Product), $Million, 2023-2034
• Table 46: Latin America Smart Crop Monitoring Market (by Application), $Million, 2023-2034
• Table 47: Market Share for Sensor Technology, 2023
• Table 48: Market Share for Drones, 2023
• Table 49: Market Share for Robots, 2023
• Table 50: Market Share for Software Scouting, 2023

Global Smart Crop Monitoring Market Overview

The global smart crop monitoring market was valued at $4,883.0 million in 2023 and is expected to grow at a CAGR of 15.74%, reaching $23,803.6 million by 2034. The market is driven by increasing demand for precision agriculture and sustainable farming practices, leading to innovations in monitoring technologies. Advanced data analytics, IoT solutions, and evolving regulatory frameworks are shaping this dynamic market, enabling accurate and efficient monitoring of crop health, soil conditions, and resource management. Strategic partnerships and technological advancements are further influencing the market, emphasizing the need for reliable, high-precision tools to enhance productivity and sustainability in agriculture. As demand grows, the market continues to focus on innovation and environmental stewardship.

Introduction of Smart Crop Monitoring

The study conducted by BIS Research defines smart crop monitoring as the process of utilizing advanced technologies to assess and manage various factors affecting crop growth, such as soil conditions, weather patterns, and plant health. Smart crop monitoring employs tools such as sensors, drones, and data analytics to collect real-time information and optimize agricultural practices. This process is critical for improving crop yields, conserving resources such as water and fertilizers, and ensuring sustainable farming. Through the integration of remote sensing, IoT devices, and AI-driven analytics, smart crop monitoring provides essential insights into the condition of crops, allowing farmers to make data-driven decisions that enhance productivity and environmental stewardship.

Market Introduction

The global smart crop monitoring market is rapidly gaining prominence due to the increasing demand for sustainable farming practices and the growing need to optimize agricultural productivity. Smart crop monitoring leverages advanced technologies such as sensors and data analytics to provide real-time insights into soil conditions, crop health, and weather patterns. As precision agriculture becomes essential in addressing challenges such as resource scarcity, climate change, and food security, governments and industries are adopting these technologies to improve efficiency and sustainability. The market encompasses a variety of solutions, including IoT-based sensors, drones, and AI-driven analytics, which are critical for monitoring crops, conserving resources, and enhancing yield quality. With the rise of precision farming and the focus on sustainable agriculture, the global smart crop monitoring market is poised for significant growth, driven by technological innovations and the need for comprehensive, data-driven farming solutions.

Industrial Impact

The global smart crop monitoring market's industrial impact spans agriculture, environmental sustainability, and technological innovation. Advancements in monitoring technologies, such as IoT sensors and data analytics, drive improvements in crop management by enhancing the accuracy and efficiency of monitoring processes. This progress fosters collaborations between farmers, technology developers, and regulatory bodies, elevating industry standards and pushing the boundaries of precision agriculture. Furthermore, the emphasis on precise and reliable crop monitoring solutions aligns with global goals for food security, resource conservation, and sustainable farming practices, influencing broader agricultural practices and promoting the adoption of eco-friendly, data-driven farming techniques. As a result, the smart crop monitoring market plays a crucial role in improving agricultural productivity, driving technological innovation, and supporting sustainable development initiatives worldwide.

The key players operating in the global smart crop monitoring market include CNH Industrial N.V, Deere & Company, Climate LLC, AGRIVI, IBM Corporation, KUBOTA Corporation, Robert Bosch, DJI, AIRBUS, Small Robot Company, Semios, Trimble, Parrot, CropX Inc., Naio Technologies. These companies are focusing on strategic partnerships, collaborations, and acquisitions to enhance their product offerings and expand their market presence.

Market Segmentation:

Segmentation 1: by Application

Disease and Pest Detection

Nutrient Management

Weed Management

Crop Insurance

Disease and Pest Detection Segment to Dominate the Global Smart Crop Monitoring Market (by Application)

In the global smart crop monitoring market, disease and pest detection remains the leading application, driven by the critical need to protect crops and ensure agricultural productivity. Smart crop monitoring is essential for identifying early signs of disease and pest infestations, which can significantly impact yield and quality. With the rise of precision agriculture, farmers are increasingly adopting advanced monitoring technologies to detect threats in real time and implement targeted interventions. Regulatory frameworks promoting sustainable farming practices, along with the growing awareness of the importance of food security, further fuel the demand for disease and pest detection solutions. As concerns about crop health intensify and precision monitoring tools advance, the demand for disease and pest detection is expected to grow significantly, ensuring it remains a vital component in optimizing crop yields and sustainability.

Segmentation 2: by Product

• Sensor Technology
• Drones
• Robots
• Software Scouting

Software Scouting to Dominate the Global Smart Crop Monitoring Market

In the global smart crop monitoring market, software scouting leads the market due to its unparalleled ability to process real-time data and provide actionable insights for farmers. This advanced technology is essential for monitoring crop health, detecting pest and disease threats, and optimizing resource management. The increasing adoption of precision agriculture and the need for efficient farm management have boosted the demand for software scouting solutions. Furthermore, growing awareness of the benefits of data-driven farming practices is driving the adoption of these tools. As the need for accurate, real-time monitoring intensifies, the use of software scouting in smart crop monitoring is expected to grow significantly, solidifying its position as a critical product for enhancing agricultural productivity and sustainability.

Segmentation 3: by Region

North America: U.S., Canada, and Mexico

Europe: Germany, France, Spain, Italy, U.K., and Rest-of-Europe

Asia-Pacific: China, Japan, Australia, India, and Rest-of-Asia-Pacific

Rest-of-the-World: Latin America and the Middle East and Africa

The North America region is set to dominate the global smart crop monitoring market, driven by the widespread adoption of precision agriculture, technological advancements, and strong government support for sustainable farming practices. Countries such as the U.S. and Canada are experiencing a significant rise in demand for smart crop monitoring solutions due to the increasing focus on optimizing crop yields and resource management. The region's well-established agricultural infrastructure, coupled with a strong push for food security and water conservation, has been fueling the adoption of IoT sensors and data analytics. Governments are implementing policies to encourage sustainable farming, which boosts the demand for advanced monitoring technologies. Additionally, the region's commitment to technological innovation has been promoting the development of sophisticated tools for real-time crop health monitoring and resource optimization. As North America continues to lead in precision agriculture, it is expected to maintain its leadership position in the global smart crop monitoring market, significantly contributing to agricultural efficiency and sustainability through cutting-edge technologies and data-driven farming practices.

Recent Developments in the Global Smart Crop Monitoring Market

• In February 2024, CropX Technologies, a global provider of digital agriculture solutions, announced the launch of a new product in collaboration with Reinke Irrigation to enhance water management for farmers through precise, field-specific Evapotranspiration (ET) measurements of crop water usage. Reinke Irrigation Direct ET by CropX is an innovative solution that delivers cost-effective Actual Evapotranspiration (ET) measurements via a sensor integrated into Reinke's center pivot irrigation systems, which is available exclusively through Reinke Irrigation.
• In 2021, Deere & Company acquired Blue River Technology to incorporate advanced machine learning and computer vision technologies into its agricultural equipment, thereby significantly enhancing its smart crop monitoring and precision agriculture capabilities.
• In August 2022, Trimble Inc. launched a new crop monitoring platform that utilizes satellite imagery and IoT sensors to deliver real-time data analytics, enabling farmers to optimize crop health and yields efficiently.

Demand - Drivers, Limitations, and Opportunities

Market Demand Drivers: Increasing Number of Pest Variant, Driving Demand for Smart Monitoring Technologies

In regions with extensive agricultural activity, the emergence of new pest variants poses a significant challenge to crop production. Climate change, global trade, and evolving pest resistance have contributed to the rise of more resilient and diverse pest species, threatening crop yields and food security. According to the U.S. Department of Agriculture (USDA), pests are responsible for up to 40% of global crop losses annually. The increasing prevalence of these pest variants is driving the demand for advanced smart monitoring technologies in agriculture.

Smart crop monitoring systems, equipped with IoT sensors and AI-powered data analytics, allow for real-time detection of pests, enabling farmers to identify and mitigate infestations before they cause widespread damage. As pest pressures rise, particularly in regions with high agricultural output, the adoption of these technologies is becoming crucial for sustainable farming. The ability to detect and respond to pest threats in a timely manner minimizes crop loss and reduces the need for chemical pesticides, supporting both environmental sustainability and crop health. As a result, the increasing number of pest variants is a key driver in the growing demand for smart crop monitoring solutions, ensuring efficient pest management and enhancing agricultural productivity.

Market Challenges: Growing Concerns over Data Security

Growing concerns over data security represent a significant restraint in the global smart crop monitoring market. As these systems increasingly rely on IoT devices, cloud-based platforms, and AI-driven analytics to collect and process real-time data from farms, the risk of data breaches and cyberattacks has become a critical issue. Farmers and agricultural businesses are often concerned about the vulnerability of their sensitive data, such as crop health information, field productivity, and proprietary farming practices, which could be exploited or misused if accessed by unauthorized parties.

In several cases, small to mid-sized farms, particularly in regions with limited technological infrastructure, have faced challenges in adopting smart monitoring technologies due to the lack of robust data protection measures. For instance, many farmers in North America and Europe have voiced concerns over potential data misuse by third-party companies or competitors, creating hesitancy in embracing these digital solutions.

The high cost of implementing advanced cybersecurity measures further exacerbates this issue, particularly for smaller agricultural enterprises with limited budgets. Addressing these data security concerns is essential for fostering broader adoption of smart crop monitoring technologies and ensuring that farmers can confidently use these innovations to enhance productivity and sustainability without compromising the safety and privacy of their data.

Market Opportunities: Partnerships with Agri-Tech Startups

Forming partnerships with Agri-Tech startups presents a significant growth opportunity in the global smart crop monitoring market. As the agriculture industry increasingly adopts digital solutions to optimize farming practices, Agri-Tech startups are at the forefront of developing innovative technologies such as AI-driven analytics, IoT-based sensors, and remote sensing tools. By collaborating with these startups, smart crop monitoring providers can enhance their technological capabilities, expand their product offerings, and tap into cutting-edge advancements in precision agriculture.

These partnerships offer the potential to co-develop customized solutions that address specific farming challenges, such as pest detection, resource optimization, and crop health monitoring. Additionally, aligning with Agri-Tech innovators can help smart monitoring providers stay ahead of industry trends, adapt to evolving farmer needs, and solidify their position in the rapidly growing market. By investing in these collaborations, companies can unlock new revenue streams, broaden their market presence, and contribute to the advancement of sustainable, data-driven agriculture practices worldwide.

How can this report add value to an organization?

This report can add value to an organization in several ways. Some of these are given here:

Product/Innovation Strategy: The product segment helps readers understand the various applications of smart crop monitoring technologies based on use cases (such as soil health monitoring, weather forecasting, pest and disease detection, water management, and yield prediction). It covers different technologies, including IoT sensors, drones, and data analytics platforms. With ongoing advancements in precision agriculture, increased investments, and growing awareness of sustainable farming, the smart crop monitoring business offers a high-revenue, high-investment opportunity.

Growth/Marketing Strategy: The global smart crop monitoring market is rapidly expanding, offering substantial opportunities for both established and emerging market players. Key strategies covered include mergers and acquisitions, product launches, partnerships, collaborations, and business expansions. Companies in this market tend to focus on product innovation and development to maintain and strengthen their market position.

Competitive Strategy: The report profiles key players in the global smart crop monitoring market, including technology providers and Agri-Tech companies. It offers a comprehensive view of the competitive landscape, including partnerships, agreements, and collaborations, helping readers identify untapped revenue opportunities in the market.

Research Methodology

Factors for Data Prediction and Modeling

• The base currency considered for the market analysis is US$. Considering the average conversion rate for that particular year, currencies other than the US$ have been converted to the US$ for all statistical calculations.
• The currency conversion rate has been taken from the historical exchange rate of the Oanda website.
• Nearly all the recent developments from January 2021 to September 2024 have been considered in this research study.
• The information rendered in the report is a result of in-depth primary interviews, surveys, and secondary analysis.
• Where relevant information was not available, proxy indicators and extrapolation were employed.
• Any economic downturn in the future has not been taken into consideration for the market estimation and forecast.
• Technologies currently used are expected to persist through the forecast with no major technological breakthroughs.

Market Estimation and Forecast

This research study involves the usage of extensive secondary sources, such as certified publications, articles from recognized authors, white papers, annual reports of companies, directories, and major databases to collect useful and effective information for an extensive, technical, market-oriented, and commercial study of the global smart crop monitoring market.

The market engineering process involves the calculation of the market statistics, market size estimation, market forecast, market crackdown, and data triangulation (the methodology for such quantitative data processes is explained in further sections). The primary research study has been undertaken to gather information and validate the market numbers for segmentation types and industry trends of the key players in the market.

Primary Research

The primary sources involve industry experts from the global smart crop monitoring market and various stakeholders in the ecosystem. Respondents such as CEOs, vice presidents, marketing directors, and technology and innovation directors have been interviewed to obtain and verify both qualitative and quantitative aspects of this research study.

The key data points taken from primary sources include:

• validation and triangulation of all the numbers and graphs
• validation of reports segmentation and key qualitative findings
• understanding the competitive landscape
• validation of the numbers of various markets for market type
• percentage split of individual markets for geographical analysis

Secondary Research

This research study involves the usage of extensive secondary research, directories, company websites, and annual reports. It also makes use of databases, such as Hoovers, Bloomberg, Businessweek, and Factiva, to collect useful and effective information for an extensive, technical, market-oriented, and commercial study of the global market. In addition to the data sources, the study has been undertaken with the help of other data sources and websites, such as the Census Bureau, OICA, and ACEA.

Secondary research was done to obtain crucial information about the industry's value chain, revenue models, the market's monetary chain, the total pool of key players, and the current and potential use cases and applications.

The key data points taken from secondary research include:

• segmentations and percentage shares
• data for market value
• key industry trends of the top players of the market
• qualitative insights into various aspects of the market, key trends, and emerging areas of innovation
• quantitative data for mathematical and statistical calculations

Key Market Players and Competition Synopsis

The companies that are profiled in the global smart crop monitoring market have been selected based on inputs gathered from primary experts and analyzing company coverage, product portfolio, and market penetration.

Some of the prominent names in this market are:

• CNH Industrial N.V
• Deere & Company
• The Climate Corporation
• AGRIVI
• IBM Corporation
• KUBOTA Corporation
• Robert Bosch GmbH
• DJI
• AIRBUS
• Small Robot Company
• Semios
• Trimble Inc.
• Parrot
• CropX Inc.
• Naio Technologies

Companies that are not a part of the aforementioned pool have been well represented across different sections of the report (wherever applicable).

Table of Contents

Executive Summary

Scope and Definition

1 Markets

• 1.1 Global Smart Crop Monitoring Market: Current and Future
  • 1.1.1 Increasing Demand for Organic Farming Practices
  • 1.1.2 Growing Focus on Climate-Resilient Farming Practices
• 1.2 Supply Chain Overview
  • 1.2.1 Value Chain Analysis
  • 1.2.2 Price Comparison
• 1.3 Research and Development Review
  • 1.3.1 Patent Filing Trend (by Country and Company)
• 1.4 Regulatory Landscape
• 1.5 Stakeholder Analysis
  • 1.5.1 Use Case
  • 1.5.2 End User and Buying Criteria
• 1.6 Market Dynamics: Overview
  • 1.6.1 Market Drivers
    • 1.6.1.1 Increasing Number of Pest Variant Drives Demand for Smart Monitoring Technologies
    • 1.6.1.2 Growing Need for Affordable Crop Health Monitoring Solution
  • 1.6.2 Market Restraints
    • 1.6.2.1 Growing Concerns Over Data Security
    • 1.6.2.2 Limited Network Connectivity
  • 1.6.3 Market Opportunities
    • 1.6.3.1 Partnerships with Agri-Tech Startups
    • 1.6.3.2 Customization for Specialty Crops

2 Application

• 2.1 Application Segmentation
• 2.2 Application Summary
• 2.3 Global Smart Crop Monotoring Market (by End-Use Industry)
  • 2.3.1 Disease and Pest Detection
  • 2.3.2 Nutrient Management
  • 2.3.3 Weed Management
  • 2.3.4 Crop Insurance

3 Products

• 3.1 Product Segmentation
• 3.2 Product Summary
• 3.3 Smart Crop Monitoring Market (by Type)
  • 3.3.1 Sensor Technology
  • 3.3.2 Drones
  • 3.3.3 Robots
  • 3.3.4 Software Scouting

4 Regions

• 4.1 Global Smart Crop Monitoring Market (by Region)
• 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 North America (by Country)
    • 4.2.6.1 U.S.
    • 4.2.6.2 Canada
    • 4.2.6.3 Mexico
• 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 Europe (by Country)
    • 4.3.6.1 Germany
    • 4.3.6.2 France
    • 4.3.6.3 Spain
    • 4.3.6.4 Italy
    • 4.3.6.5 U.K.
    • 4.3.6.6 Rest-of-Europe
• 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 Asia-Pacific (by Country)
    • 4.4.6.1 China
    • 4.4.6.2 Japan
    • 4.4.6.3 India
    • 4.4.6.4 Australia
    • 4.4.6.5 Rest-of-Asia-Pacific
• 4.5 Rest-of-the-World (by Region)
  • 4.5.1 Middle East and Africa
    • 4.5.1.1 Regional Overview
    • 4.5.1.2 Driving Factors for Market Growth
    • 4.5.1.3 Factors Challenging the Market
    • 4.5.1.4 Application
    • 4.5.1.5 Product
  • 4.5.2 Latin America
    • 4.5.2.1 Regional Overview
    • 4.5.2.2 Driving Factors for Market Growth
    • 4.5.2.3 Factors Challenging the Market

5 Markets-Competitive Benchmarking and Company Profiles

• 5.1 Next Frontiers
• 5.2 Geographic Assessment
• 5.3 Company Profiles
  • 5.3.1 CNH Industrial N.V.
    • 5.3.1.1 Overview
    • 5.3.1.2 Top Products/Product Portfolio
    • 5.3.1.3 Top Competitors
    • 5.3.1.4 Target Customers/End Users
    • 5.3.1.5 Key Personnel
    • 5.3.1.6 Analyst View
  • 5.3.2 Deere & Company
    • 5.3.2.1 Overview
    • 5.3.2.2 Top Products/Product Portfolio
    • 5.3.2.3 Top Competitors
    • 5.3.2.4 Target Customers/End Users
    • 5.3.2.5 Key Personnel
    • 5.3.2.6 Analyst View
  • 5.3.3 The Climate Corporation
    • 5.3.3.1 Overview
    • 5.3.3.2 Top Products/Product Portfolio
    • 5.3.3.3 Top Competitors
    • 5.3.3.4 Target Customers/End Users
    • 5.3.3.5 Key Personnel
    • 5.3.3.6 Analyst View
  • 5.3.4 AGRIVI
    • 5.3.4.1 Overview
    • 5.3.4.2 Top Products/Product Portfolio
    • 5.3.4.3 Top Competitors
    • 5.3.4.4 Target Customers/End Users
    • 5.3.4.5 Key Personnel
    • 5.3.4.6 Analyst View
  • 5.3.5 IBM Corporation
    • 5.3.5.1 Overview
    • 5.3.5.2 Top Products/Product Portfolio
    • 5.3.5.3 Top Competitors
    • 5.3.5.4 Target Customers/End Users
    • 5.3.5.5 Key Personnel
    • 5.3.5.6 Analyst View
  • 5.3.6 KUBOTA Corporation
    • 5.3.6.1 Overview
    • 5.3.6.2 Top Products/Product Portfolio
    • 5.3.6.3 Top Competitors
    • 5.3.6.4 Target Customers/End Users
    • 5.3.6.5 Key Personnel
    • 5.3.6.6 Analyst View
  • 5.3.7 Robert Bosch GmbH
    • 5.3.7.1 Overview
    • 5.3.7.2 Top Products/Product Portfolio
    • 5.3.7.3 Top Competitors
    • 5.3.7.4 Target Customers/End Users
    • 5.3.7.5 Key Personnel
    • 5.3.7.6 Analyst View
  • 5.3.8 DJI
    • 5.3.8.1 Overview
    • 5.3.8.2 Top Products/Product Portfolio
    • 5.3.8.3 Top Competitors
    • 5.3.8.4 Target Customers/End Users
    • 5.3.8.5 Key Personnel
    • 5.3.8.6 Analyst View
  • 5.3.9 AIRBUS
    • 5.3.9.1 Overview
    • 5.3.9.2 Top Products/Product Portfolio
    • 5.3.9.3 Top Competitors
    • 5.3.9.4 Target Customers/End Users
    • 5.3.9.5 Key Personnel
    • 5.3.9.6 Analyst View
  • 5.3.10 Small Robot Company
    • 5.3.10.1 Overview
    • 5.3.10.2 Top Products/Product Portfolio
    • 5.3.10.3 Top Competitors
    • 5.3.10.4 Target Customers/End Users
    • 5.3.10.5 Key Personnel
    • 5.3.10.6 Analyst View
  • 5.3.11 Semios
    • 5.3.11.1 Overview
    • 5.3.11.2 Top Products/Product Portfolio
    • 5.3.11.3 Top Competitors
    • 5.3.11.4 Target Customers/End Users
    • 5.3.11.5 Key Personnel
    • 5.3.11.6 Analyst View
  • 5.3.12 Trimble Inc.
    • 5.3.12.1 Overview
    • 5.3.12.2 Top Products/Product Portfolio
    • 5.3.12.3 Top Competitors
    • 5.3.12.4 Target Customers/End Users
    • 5.3.12.5 Key Personnel
    • 5.3.12.6 Analyst View
  • 5.3.13 Parrot
    • 5.3.13.1 Overview
    • 5.3.13.2 Top Products/Product Portfolio
    • 5.3.13.3 Top Competitors
    • 5.3.13.4 Target Customers/End Users
    • 5.3.13.5 Key Personnel
    • 5.3.13.6 Analyst View
  • 5.3.14 CropX Inc.
    • 5.3.14.1 Overview
    • 5.3.14.2 Top Products/Product Portfolio
    • 5.3.14.3 Top Competitors
    • 5.3.14.4 Target Customers/End Users
    • 5.3.14.5 Key Personnel
    • 5.3.14.6 Analyst View
  • 5.3.15 Naiuo Technologies
    • 5.3.15.1 Overview
    • 5.3.15.2 Top Products/Product Portfolio
    • 5.3.15.3 Top Competitors
    • 5.3.15.4 Target Customers/End Users
    • 5.3.15.5 Key Personnel
    • 5.3.15.6 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