스마트 특수 작물 농업 시장 예측(-2032년) : 구성별, 작물별, 농장 규모별, 기술별, 용도별, 지역별 세계 분석

According to Stratistics MRC, the Global Smart Specialty Crop Farming Market is accounted for $8.71 billion in 2025 and is expected to reach $20.50 billion by 2032 growing at a CAGR of 13.01% during the forecast period. The use of cutting-edge technologies and data-driven methods to improve the production of high-value, non-commodity crops such fruits, vegetables, nuts, and herbs are known as "smart speciality crop farming." This strategy combines automation, real-time monitoring technologies, and precision agriculture to increase agricultural output, quality, and resource efficiency. Production is maximised by methods like crop health monitoring, targeted watering, and soil sensing. In the end, Smart Speciality Crop Farming increases profitability and satisfies consumer demand for premium, high-quality product by utilising innovation to assure sustainable practices, minimise input waste, and facilitate improved decision-making.

Market Dynamics:

Driver:

Rising demand for high-quality specialty crops

Farmers are being forced to use cutting-edge technologies as consumers want more fresh, organic, and nutrient-dense produce. Drones, AI analytics, and Internet of Things sensors are examples of smart farming technologies that help track crop health and maximise output. Crop quality is increased by these improvements, which guarantee accuracy in fertilisation, irrigation, and pest management. Investment in intelligent farming technologies is further encouraged by higher profitability from premium crops. As a result, the market keeps growing to accommodate changing consumer demands and environmental objectives.

Restraint:

High initial investment and operational costs

A significant amount of money is needed to set up sensors, automation systems, drones, and data analytics tools for smart farming. High maintenance and upgrade costs are frequently associated with these systems. Adopting such sophisticated technology may prove financially unfeasible for small and medium-sized farmers. Adoption is further hampered by limited availability to financing or credit, particularly in poor nations. Because of this, market penetration is still low, which hinders the industry's overall growth.

Opportunity:

Development of smart greenhouses

The creation of smart greenhouses monitors and optimises growing conditions using cutting-edge sensors, IoT, and AI to increase crop quality and yield. Automated systems improve operational efficiency by lowering labour expenses and human error. Additionally, they advocate for energy and water conservation, which is consistent with sustainable farming methods. Profitability is increased by using smart greenhouses for high-value speciality crops such exotic vegetables, berries and herbs. The industry is expanding as a result of smart greenhouses' scalable and technologically advanced response to the growing demand for locally grown, pesticide-free produce.

Threat:

Climate change and unpredictable weather patterns

Planting and harvesting timetables are disrupted by erratic rainfall, high temperatures, and changing seasons. The precision and dependability of data-driven farming systems are diminished by these uncertain circumstances. Unexpected weather anomalies may cause sensors and automation tools to function poorly. Furthermore, climate change-related increases in pest and disease outbreaks put further burden on smart farming systems. Farmers are consequently exposed to greater risks and expenses, which deters investment in cutting-edge smart agricultural technologies.

Covid-19 Impact

The COVID-19 pandemic significantly disrupted the smart specialty crop farming market, causing supply chain interruptions, labor shortages, and delayed technology deployments. Lockdowns restricted access to farms and slowed the adoption of smart farming tools like sensors, drones, and AI-based systems. However, the crisis also accelerated digital transformation, highlighting the need for automation and remote monitoring in agriculture. As a result, post-pandemic recovery has seen increased investment and interest in resilient, tech-driven farming practices to ensure food security and operational efficiency.

The vegetables segment is expected to be the largest during the forecast period

The vegetables segment is expected to account for the largest market share during the forecast period, due to the high demand for precision in cultivation practices. Smart technologies help optimize irrigation, nutrient delivery, and pest control, ensuring better yield and quality. Vegetables, being perishable and sensitive to climatic changes, benefit greatly from real-time monitoring and automated systems. Increased global consumption and the need for sustainable farming practices further drive the adoption of smart solutions in vegetable farming. As a result, this segment plays a vital role in accelerating technological advancements and market growth.

The yield monitoring segment is expected to have the highest CAGR during the forecast period

Over the forecast period, the yield monitoring segment is predicted to witness the highest growth rate, due to collect real-time data on crop performance. This data helps in making informed decisions to improve productivity and reduce input costs. Advanced sensors and GPS technologies allow precise tracking of yield variations across different field zones. By identifying high- and low-performing areas, farmers can implement targeted interventions for better results. Ultimately, yield monitoring enhances efficiency, sustainability, and profitability in specialty crop farming.

Region with largest share:

During the forecast period, the Asia Pacific region is expected to hold the largest market share due to demand for high-value crops. Countries like China, India, Japan, and Australia are investing in IoT, AI, drones, and automated systems to enhance productivity, reduce labor costs, and improve crop quality. Favourable government policies, growing awareness of sustainable farming, and technological advancements are accelerating market expansion. This sector supports efficient resource use and is pivotal in meeting the region's food security and export goals.

Region with highest CAGR:

Over the forecast period, the North America region is anticipated to exhibit the highest CAGR, driven by the integration of advanced technologies. Farmers are leveraging smart technologies to enhance yield, monitor crop health, and optimize resource usage for high-value crops like fruits, vegetables, and nuts. The U.S. leads the market with strong technological infrastructure and government support. Increasing demand for sustainable farming and labor shortages further accelerate automation and smart farming adoption. Collaborations between agri-tech firms and research institutions also fuel innovation in the region.

Key players in the market

Some of the key players profiled in the Smart Specialty Crop Farming Market include Trimble Inc., Deere & Company, AG Leader Technology, AGCO Corporation, Topcon Positioning Systems, Raven Industries, TeeJet Technologies, Climate LLC, Granular, Prospera Technologies, CropX Technologies, AgriWebb, Blue River Technology, Taranis, PrecisionHawk, Autonomous Tractor Corporation, Sentera and Arable Labs.

Key Developments:

In October 2024, Trimble and John Deere announced a strategic partnership to integrate Trimble's Earthworks Grade Control technology with John Deere's SmartGrade(TM) platform. This collaboration provides customers with advanced grade control solutions, enhancing productivity and versatility on construction job sites.

In September 2023, Trimble and AGCO announced a joint venture to enhance mixed-fleet precision agriculture solutions. This collaboration combines Trimble's precision agriculture business with AGCO's JCA Technologies, aiming to serve farmers with both factory-fit and aftermarket applications globally.

Components Covered:

• Hardware
• Software
• Services

Crop Types Covered:

• Fruits
• Vegetables
• Tree Nuts
• Herbs & Spices
• Flowers & Ornamentals
• Other Crop Types

Farm Sizes Covered:

• Small Farms
• Medium Farms
• Large Farms

Technologies Covered:

• Precision Farming
• Variable Rate Technology (VRT)
• Remote Sensing
• Internet of Things (IoT)
• Artificial Intelligence (AI) & Machine Learning (ML)
• Data Analytics & Cloud Computing
• Blockchain
• Robotics & Automation
• Geographic Information System (GIS)
• Other Technologies

Applications Covered:

• Yield Monitoring
• Field Mapping
• Crop Scouting
• Weather Tracking & Forecasting
• Irrigation Management
• Inventory Management
• Pest & Disease Detection
• Harvest Management
• Financial Planning
• Other Applications

Regions Covered:

• North America
  • US
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • Italy
  • France
  • Spain
  • Rest of Europe
• Asia Pacific
  • Japan
  • China
  • India
  • Australia
  • New Zealand
  • South Korea
  • Rest of Asia Pacific
• South America
  • Argentina
  • Brazil
  • Chile
  • Rest of South America
• Middle East & Africa
  • Saudi Arabia
  • UAE
  • Qatar
  • South Africa
  • Rest of Middle East & Africa

What our report offers:

• Market share assessments for the regional and country-level segments
• Strategic recommendations for the new entrants
• Covers Market data for the years 2022, 2023, 2024, 2026, and 2030
• Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
• Strategic recommendations in key business segments based on the market estimations
• Competitive landscaping mapping the key common trends
• Company profiling with detailed strategies, financials, and recent developments
• Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

• Company Profiling
  • Comprehensive profiling of additional market players (up to 3)
  • SWOT Analysis of key players (up to 3)
• Regional Segmentation
  • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
  • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

According to Stratistics MRC, the Global Smart Specialty Crop Farming Market is accounted for $8.71 billion in 2025 and is expected to reach $20.50 billion by 2032 growing at a CAGR of 13.01% during the forecast period. The use of cutting-edge technologies and data-driven methods to improve the production of high-value, non-commodity crops such fruits, vegetables, nuts, and herbs are known as "smart speciality crop farming." This strategy combines automation, real-time monitoring technologies, and precision agriculture to increase agricultural output, quality, and resource efficiency. Production is maximised by methods like crop health monitoring, targeted watering, and soil sensing. In the end, Smart Speciality Crop Farming increases profitability and satisfies consumer demand for premium, high-quality product by utilising innovation to assure sustainable practices, minimise input waste, and facilitate improved decision-making.

Market Dynamics:

Driver:

Rising demand for high-quality specialty crops

Farmers are being forced to use cutting-edge technologies as consumers want more fresh, organic, and nutrient-dense produce. Drones, AI analytics, and Internet of Things sensors are examples of smart farming technologies that help track crop health and maximise output. Crop quality is increased by these improvements, which guarantee accuracy in fertilisation, irrigation, and pest management. Investment in intelligent farming technologies is further encouraged by higher profitability from premium crops. As a result, the market keeps growing to accommodate changing consumer demands and environmental objectives.

Restraint:

High initial investment and operational costs

A significant amount of money is needed to set up sensors, automation systems, drones, and data analytics tools for smart farming. High maintenance and upgrade costs are frequently associated with these systems. Adopting such sophisticated technology may prove financially unfeasible for small and medium-sized farmers. Adoption is further hampered by limited availability to financing or credit, particularly in poor nations. Because of this, market penetration is still low, which hinders the industry's overall growth.

Opportunity:

Development of smart greenhouses

The creation of smart greenhouses monitors and optimises growing conditions using cutting-edge sensors, IoT, and AI to increase crop quality and yield. Automated systems improve operational efficiency by lowering labour expenses and human error. Additionally, they advocate for energy and water conservation, which is consistent with sustainable farming methods. Profitability is increased by using smart greenhouses for high-value speciality crops such exotic vegetables, berries and herbs. The industry is expanding as a result of smart greenhouses' scalable and technologically advanced response to the growing demand for locally grown, pesticide-free produce.

Threat:

Climate change and unpredictable weather patterns

Planting and harvesting timetables are disrupted by erratic rainfall, high temperatures, and changing seasons. The precision and dependability of data-driven farming systems are diminished by these uncertain circumstances. Unexpected weather anomalies may cause sensors and automation tools to function poorly. Furthermore, climate change-related increases in pest and disease outbreaks put further burden on smart farming systems. Farmers are consequently exposed to greater risks and expenses, which deters investment in cutting-edge smart agricultural technologies.

Covid-19 Impact

The COVID-19 pandemic significantly disrupted the smart specialty crop farming market, causing supply chain interruptions, labor shortages, and delayed technology deployments. Lockdowns restricted access to farms and slowed the adoption of smart farming tools like sensors, drones, and AI-based systems. However, the crisis also accelerated digital transformation, highlighting the need for automation and remote monitoring in agriculture. As a result, post-pandemic recovery has seen increased investment and interest in resilient, tech-driven farming practices to ensure food security and operational efficiency.

The vegetables segment is expected to be the largest during the forecast period

The vegetables segment is expected to account for the largest market share during the forecast period, due to the high demand for precision in cultivation practices. Smart technologies help optimize irrigation, nutrient delivery, and pest control, ensuring better yield and quality. Vegetables, being perishable and sensitive to climatic changes, benefit greatly from real-time monitoring and automated systems. Increased global consumption and the need for sustainable farming practices further drive the adoption of smart solutions in vegetable farming. As a result, this segment plays a vital role in accelerating technological advancements and market growth.

The yield monitoring segment is expected to have the highest CAGR during the forecast period

Over the forecast period, the yield monitoring segment is predicted to witness the highest growth rate, due to collect real-time data on crop performance. This data helps in making informed decisions to improve productivity and reduce input costs. Advanced sensors and GPS technologies allow precise tracking of yield variations across different field zones. By identifying high- and low-performing areas, farmers can implement targeted interventions for better results. Ultimately, yield monitoring enhances efficiency, sustainability, and profitability in specialty crop farming.

Region with largest share:

During the forecast period, the Asia Pacific region is expected to hold the largest market share due to demand for high-value crops. Countries like China, India, Japan, and Australia are investing in IoT, AI, drones, and automated systems to enhance productivity, reduce labor costs, and improve crop quality. Favourable government policies, growing awareness of sustainable farming, and technological advancements are accelerating market expansion. This sector supports efficient resource use and is pivotal in meeting the region's food security and export goals.

Region with highest CAGR:

Over the forecast period, the North America region is anticipated to exhibit the highest CAGR, driven by the integration of advanced technologies. Farmers are leveraging smart technologies to enhance yield, monitor crop health, and optimize resource usage for high-value crops like fruits, vegetables, and nuts. The U.S. leads the market with strong technological infrastructure and government support. Increasing demand for sustainable farming and labor shortages further accelerate automation and smart farming adoption. Collaborations between agri-tech firms and research institutions also fuel innovation in the region.

Key players in the market

Some of the key players profiled in the Smart Specialty Crop Farming Market include Trimble Inc., Deere & Company, AG Leader Technology, AGCO Corporation, Topcon Positioning Systems, Raven Industries, TeeJet Technologies, Climate LLC, Granular, Prospera Technologies, CropX Technologies, AgriWebb, Blue River Technology, Taranis, PrecisionHawk, Autonomous Tractor Corporation, Sentera and Arable Labs.

Key Developments:

In October 2024, Trimble and John Deere announced a strategic partnership to integrate Trimble's Earthworks Grade Control technology with John Deere's SmartGrade(TM) platform. This collaboration provides customers with advanced grade control solutions, enhancing productivity and versatility on construction job sites.

In September 2023, Trimble and AGCO announced a joint venture to enhance mixed-fleet precision agriculture solutions. This collaboration combines Trimble's precision agriculture business with AGCO's JCA Technologies, aiming to serve farmers with both factory-fit and aftermarket applications globally.

Components Covered:

• Hardware
• Software
• Services

Crop Types Covered:

• Fruits
• Vegetables
• Tree Nuts
• Herbs & Spices
• Flowers & Ornamentals
• Other Crop Types

Farm Sizes Covered:

• Small Farms
• Medium Farms
• Large Farms

Technologies Covered:

• Precision Farming
• Variable Rate Technology (VRT)
• Remote Sensing
• Internet of Things (IoT)
• Artificial Intelligence (AI) & Machine Learning (ML)
• Data Analytics & Cloud Computing
• Blockchain
• Robotics & Automation
• Geographic Information System (GIS)
• Other Technologies

Applications Covered:

• Yield Monitoring
• Field Mapping
• Crop Scouting
• Weather Tracking & Forecasting
• Irrigation Management
• Inventory Management
• Pest & Disease Detection
• Harvest Management
• Financial Planning
• Other Applications

Regions Covered:

• North America
  • US
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • Italy
  • France
  • Spain
  • Rest of Europe
• Asia Pacific
  • Japan
  • China
  • India
  • Australia
  • New Zealand
  • South Korea
  • Rest of Asia Pacific
• South America
  • Argentina
  • Brazil
  • Chile
  • Rest of South America
• Middle East & Africa
  • Saudi Arabia
  • UAE
  • Qatar
  • South Africa
  • Rest of Middle East & Africa

What our report offers:

• Market share assessments for the regional and country-level segments
• Strategic recommendations for the new entrants
• Covers Market data for the years 2022, 2023, 2024, 2026, and 2030
• Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
• Strategic recommendations in key business segments based on the market estimations
• Competitive landscaping mapping the key common trends
• Company profiling with detailed strategies, financials, and recent developments
• Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

• Company Profiling
  • Comprehensive profiling of additional market players (up to 3)
  • SWOT Analysis of key players (up to 3)
• Regional Segmentation
  • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
  • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

• 2.1 Abstract
• 2.2 Stake Holders
• 2.3 Research Scope
• 2.4 Research Methodology
  • 2.4.1 Data Mining
  • 2.4.2 Data Analysis
  • 2.4.3 Data Validation
  • 2.4.4 Research Approach
• 2.5 Research Sources
  • 2.5.1 Primary Research Sources
  • 2.5.2 Secondary Research Sources
  • 2.5.3 Assumptions

3 Market Trend Analysis

• 3.1 Introduction
• 3.2 Drivers
• 3.3 Restraints
• 3.4 Opportunities
• 3.5 Threats
• 3.6 Technology Analysis
• 3.7 Application Analysis
• 3.8 Emerging Markets
• 3.9 Impact of Covid-19

4 Porters Five Force Analysis

• 4.1 Bargaining power of suppliers
• 4.2 Bargaining power of buyers
• 4.3 Threat of substitutes
• 4.4 Threat of new entrants
• 4.5 Competitive rivalry

5 Global Smart Specialty Crop Farming Market, By Component

• 5.1 Introduction
• 5.2 Hardware
• 5.3 Software
• 5.4 Services

6 Global Smart Specialty Crop Farming Market, By Crop Type

• 6.1 Introduction
• 6.2 Fruits
• 6.3 Vegetables
• 6.4 Tree Nuts
• 6.5 Herbs & Spices
• 6.6 Flowers & Ornamentals
• 6.7 Other Crop Types

7 Global Smart Specialty Crop Farming Market, By Farm Size

• 7.1 Introduction
• 7.2 Small Farms
• 7.3 Medium Farms
• 7.4 Large Farms

8 Global Smart Specialty Crop Farming Market, By Technology

• 8.1 Introduction
• 8.2 Precision Farming
• 8.3 Variable Rate Technology (VRT)
• 8.4 Remote Sensing
• 8.5 Internet of Things (IoT)
• 8.6 Artificial Intelligence (AI) & Machine Learning (ML)
• 8.7 Data Analytics & Cloud Computing
• 8.8 Blockchain
• 8.9 Robotics & Automation
• 8.10 Geographic Information System (GIS)
• 8.11 Other Technologies

9 Global Smart Specialty Crop Farming Market, By Application

• 9.1 Introduction
• 9.2 Yield Monitoring
• 9.3 Field Mapping
• 9.4 Crop Scouting
• 9.5 Weather Tracking & Forecasting
• 9.6 Irrigation Management
• 9.7 Inventory Management
• 9.8 Pest & Disease Detection
• 9.9 Harvest Management
• 9.10 Financial Planning
• 9.11 Other Applications

10 Global Smart Specialty Crop Farming Market, By Geography

• 10.1 Introduction
• 10.2 North America
  • 10.2.1 US
  • 10.2.2 Canada
  • 10.2.3 Mexico
• 10.3 Europe
  • 10.3.1 Germany
  • 10.3.2 UK
  • 10.3.3 Italy
  • 10.3.4 France
  • 10.3.5 Spain
  • 10.3.6 Rest of Europe
• 10.4 Asia Pacific
  • 10.4.1 Japan
  • 10.4.2 China
  • 10.4.3 India
  • 10.4.4 Australia
  • 10.4.5 New Zealand
  • 10.4.6 South Korea
  • 10.4.7 Rest of Asia Pacific
• 10.5 South America
  • 10.5.1 Argentina
  • 10.5.2 Brazil
  • 10.5.3 Chile
  • 10.5.4 Rest of South America
• 10.6 Middle East & Africa
  • 10.6.1 Saudi Arabia
  • 10.6.2 UAE
  • 10.6.3 Qatar
  • 10.6.4 South Africa
  • 10.6.5 Rest of Middle East & Africa

11 Key Developments

• 11.1 Agreements, Partnerships, Collaborations and Joint Ventures
• 11.2 Acquisitions & Mergers
• 11.3 New Product Launch
• 11.4 Expansions
• 11.5 Other Key Strategies

12 Company Profiling

• 12.1 Trimble Inc.
• 12.2 Deere & Company
• 12.3 AG Leader Technology
• 12.4 AGCO Corporation
• 12.5 Topcon Positioning Systems
• 12.6 Raven Industries
• 12.7 TeeJet Technologies
• 12.8 Climate LLC
• 12.9 Granular
• 12.10 Prospera Technologies
• 12.11 CropX Technologies
• 12.12 AgriWebb
• 12.13 Blue River Technology
• 12.14 Taranis
• 12.15 PrecisionHawk
• 12.16 Autonomous Tractor Corporation
• 12.17 Sentera
• 12.18 Arable Labs