Smart Agriculture Market Size, Share and Growth Analysis

Smart Agriculture Market Size, Share, Statistics and Industry Growth Analysis Report by Offering (Hardware, Software, Services), Agriculture Type, Farm Size (Large, Medium, Small), Application (Precision Farming, Livestock Monitoring) and Region ( America, Europe, Asia Pacific, Row) - Global Forecast to 2028

Report Code: SE 4043 Mar, 2023, by marketsandmarkets.com

Updated on : October 22, 2024

Smart Agriculture Market Size & Growth

Global smart agriculture market size is projected to reach USD 25.4 billion by 2028 from an estimated USD 16.2 billion in 2023, growing at a CAGR of 9.4% from 2023 to 2028.

The smart agriculture market is rapidly expanding as demand grows for sustainable, efficient farming solutions to meet global food security challenges. Technologies such as IoT sensors, drones, and AI-powered analytics are revolutionizing traditional agriculture, enabling precision farming practices that improve crop yields, reduce resource consumption, and enhance soil health. Key trends in this market include the integration of big data and machine learning to monitor crop health in real-time, manage irrigation precisely, and predict weather patterns to optimize planting schedules. Additionally, advancements in agricultural technology, including autonomous tractors, robotic harvesters, and smart irrigation systems, are empowering farmers to automate labor-intensive tasks, reduce costs, and minimize environmental impact. Smart farming, or "agritech," is also gaining traction, as smart sensors and connected devices provide farmers with actionable insights to make data-driven decisions, resulting in increased productivity. As awareness of sustainable practices and food security intensifies, the adoption of smart farming technologies continues to grow, positioning the agricultural technology market for significant advancements in the years ahead.

The market growth of the smart agriculture market can be attributed to the increasing global population creating pressure on food supply system and surging use of modern technologies in agriculture.

Smart Agriculture Market

Smart Agriculture Market Forecast to 2028

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Smart Agriculture Market Ecosystem

Smart Agriculture Market by Ecosystem

Smart Agriculture Market Dynamics

Driver: Rising adoption of IoT, ROVs, and AI in aquaculture farming

The global aquaculture industry has witnessed tremendous advancements in aquaculture tools, techniques, and technologies in recent years. The growing inclination of the worldwide population toward consuming a protein-rich diet is consequently increasing the adoption of cutting-edge technologies, such as the Internet of Things (IoT), machine learning, Remotely Operated Vehicles (ROVs), artificial intelligence (AI), automatic feeders, and acoustic telemetry tracking systems, by aquaculture farm owners. The use of these technologies in aquaculture farming helps increase aquaculture production; enhance production efficiency; minimize wastage of resources; and improve accuracy, precision, and repeatability in farming operations while providing high profitability to farm owners.

Restraint: Fragmented agriculture industry

Agriculture is a decentralized industry, with the presence of many large, medium, and small-sized farms that operate independently. This fragmentation makes implementing a standardized machine-to-machine (M2M) solution difficult, as each farm operates differently and may have different requirements. Land fragmentation leads to an improper allocation of input and resources, which further leads to high costs. Implementing smart agricultural technologies in fragmented lands wastes time, money, and resources as managing, supervising, and collecting data from scattered lands is difficult. This also makes it difficult for farmers to attain economies of scale for M2M solutions.

Opportunity: Rising adoption of livestock monitoring solutions in emerging countries

Currently, the adoption of livestock monitoring technology in emerging countries like Brazil and Mexico is slow, primarily due to the high installation cost and low awareness among farmers. However, the growing demand for milk and dairy products, rise in per capita income of farmers, and increasing herd size and livestock farming in these countries, are expected to fuel the demand for livestock monitoring technologies, such as milking robots and feeding robots, in the coming years. The below figure portrays the number of milking robots installed worldwide and expected to be installed in the future.

Challenge: Livestock farming increasing environmental concerns and global warming

Livestock farming contributes 14–15% of the man-made greenhouse-gas emissions that are warming the planet. Animal manure can disrupt the nitrogen cycle or contaminate waterways. Livestock farming has a vast environmental footprint and a negative impact on climate. It also contributes to land and water degradation, biodiversity loss, acid rain, coral reef degeneration, and deforestation. The livestock sector already uses around 10% of global agricultural land and 8% of the total available freshwater. It is also largely responsible for deforestation and biodiversity loss and contributes 15% of global CO2 emissions.

Smart Agriculture Market Segmentation

Services segment is expected to grow at highest CAGR during forecast period

The services segment is expected to grow at the highest CAGR during the forecast period. The growing deployment and installation of precision feeding systems, field and livestock monitoring systems, and robotic systems in farms have led to a surge in demand for specialized services for smart agriculture. In addition, the growing need to train farm laborers to use advanced hardware solutions, increase the shelf-life of smart agriculture hardware, and deploy these solutions in small, medium-sized, and large farms are driving the growth of maintenance and support as well as connectivity and assisted professional services.

Precision aquaculture segment is projected to witness growth at highest CAGR during forecast period

The precision aquaculture segment is projected to witness growth at the highest CAGR during the forecast period. The growth can be attributed to the rising investments in technological research and product innovation, the surging adoption of advanced technologies such as IoT, ROVs, and AI for the real-time monitoring of aquaculture farms, the rising demand for protein-rich aqua food, and increasing support by worldwide governments for infrastructure development in aquaculture.

Smart Agriculture Industry Regional Analysis

Asia Pacific is expected to register highest growth in smart agriculture market share during forecast period

The smart agriculture industry in Asia Pacific is expected to grow at the highest CAGR during the forecast period. The increasing adoption of variable rate technology and smart irrigation controllers, along with AI-based farm analytics services, are some of the major factors propelling the growth of the market in this region. The rising demand for automation of livestock farms and aquaculture farms in this region is further expected to boost the growth of the smart agriculture market in Asia Pacific. In addition, the increasing livestock population and the growing demand for meat products in Asian countries, including China, Australia, India, and Japan, contribute to regional market growth. For instance, the cattle population in China and India increased by 3% and 0.4%, respectively, to reach 98 and 307 million heads in 2022, compared to 95 and 306 million heads in 2021.

Smart Agriculture Market by Region

Smart Agriculture Market Statistics by Region

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Top Smart Agriculture Companies - Key Market Players

The smart agriculture companies players have implemented various types of organic as well as inorganic growth strategies, such as new product launches, contracts, agreements, alliances, collaborations, joint ventures, partnerships, expansions, investments, and acquisitions to strengthen their offerings in the market.

Some of the key players in the smart agriculture companies are 

The study includes an in-depth competitive analysis of these key players in the smart agriculture market with their company profiles, recent developments, and key market strategies.

Smart Agriculture Market Report Scope

Report Metric

Details

Estimated Market Size

USD 16.2 billion in 2023

Expected Market Size

USD 25.4 billion by 2028

Growth Rate

CAGR of 9.4%

Market Size Available for Years

2019–2028

Base Year

2022

Forecast Period

2023–2028

Units

Value (USD Million/USD Billion)

Segments Covered

  • By Offering,
  • By Agriculture Type,
  • By Farm Size,
  • By Application, and
  • Region

Regions Covered

  • Americas,
  • Europe,
  • Asia Pacific, and
  • RoW

Market Leaders

DeLaval (Sweden), AKVA Group (Norway), Afimilk Ltd. (Israel), and Heliospectra AB (Sweden)

Top Companies in North America

Deere & Company (US), Trimble Inc. (US), AGCO Corporation (US), Topcon Positioning Systems (US), Allflex Livestock Intelligence (US), Innovasea Systems Inc. (US).

Key Market Driver

Rising adoption of IoT, ROVs, and AI in aquaculture farming

Key Market Opportunity

Rising adoption of livestock monitoring solutions in emerging countries

Largest Growing Region

 Asia Pacific

Hightest Market CAGR

Precision Aquaculture Segment

Smart Agriculture Market Highlights

This research report categorizes the smart agriculture market based on offering, agriculture type, farm size, application, and region.

Segment

Subsegment

Based on by Offering

  • Hardware
    • Precision Farming Hardware
      • Automation and control systems
        • Displays
        • Guidance and steering systems
        • GPS/GNSS devices
        • Drones/UAV’s
        • Handheld mobile devices/handheld computers
        • Irrigation controllers
        • Flow and application control devices
        • Others
      • Sensing and monitoring devices
        • Yield monitors
        • Soil sensors
        • Nutrient sensors
        • Moisture sensors
        • Temperature sensors
      • Water sensors
      • Climate sensors
    •  Livestock Monitoring Hardware
      • RFID tags and readers
      • Sensors
      • Transmitters and mounting devices
      • GPS
      • Others
    • Precision Forestry Hardware
      •  Harvesters and forwarders
      • UAVs/drones
      • GPS
      • Cameras
      • RFID tags and sensors
      • Variable rate controllers
      • Others
    • Precision Aquaculture Hardware
      • Monitoring devices
        • Temperature and environmental monitoring devices
        • pH and dissolved oxygen sensors
        • others
      • Camera systems
      • Control systems
      • Others
    •  Smart Greenhouse Hardware
      • HVAC systems
      • LED grow lights
      • Irrigation systems
      • Material handling equipment
      • Valves and pumps
      • Control systems
      • Sensors and cameras
    • Other Agriculture Hardware
  • Software
    • On-premises
    • On-cloud
      • Software-as-a-Service (SaaS)
      • Platform-as-a-Service (PaaS)
    • AI and Data Analytics
    • Farm Management Software
  • Services
    • System Integration and Consulting Services
    • Managed Services
      • Farm operation services
      • Data services
      • Analytics services
    • Connectivity services
    • Assisted Professional Services
      • Supply chain management services
      • Climate information services
      • Others
    • Maintenance and Support Services
    • Installation and Deployment Services

Based on Agriculture Type

  • Precision Farming
  • Livestock Monitoring
  • Precision Aquaculture
    • Smart feeding systems
    • Monitoring and control systems
    • Underwater remotely-operated vehicles
  • Precision Forestry
  • Smart Greenhouse
  • Others

Based on Farm Size 

  • Small Farms
  • Medium Farms
  • Large Farms

Based on Application 

  • Precision Farming
    • Yield Monitoring
      • On-farm yield monitoring
      • Off-farm yield monitoring
    • Field Mapping
      • Boundary Mapping
      • Drainage Mapping
    • Crop Scouting
    • Weather Tracking and Forecasting
    • Variable Rate
      • Precision Irrigation
      • Precision Seeding
      • Precision Fertilization
      • Pesticide VRA
    • Inventory Management
    • Farm Labor Management
    • Financial Management
    • Others
  • Livestock Monitoring
    • Feeding Management
    • Milk Harvesting Management
    • Breeding Management
    • Heat Stress Management
    • Animal Comfort Management
    • Behavior Monitoring and Control
    • Others
  • Precision Forestry
    • Genetics and Nurseries
    • Silviculture and Fire Management
    • Harvesting Management
    • Inventory and Logistics Management
  • Smart Greenhouse
    • HVAC Management
    • Yield Monitoring and Harvesting
    • Water and Fertilizer Management
    • Others
  • Others

Based on Region

  • Americas
    • North America
      • US
      • Canada
      • Mexico
    • South America
      • Brazil
      • Argentina
      • Rest of South America
  • Europe
    • Germany
    • UK
    • France
    • Italy
    • Netherlands
    • Rest of Europe
  • Asia Pacific (APAC)
    • China
    • Japan
    • South Korea
    • India
    • Australia
    • Rest of Asia Pacific
  • Rest of the World (RoW)
    • Middle East
    • Africa
    • Russia

Recent Developments in Smart Agriculture Industry

  • In October 2022, Trimble Inc. launched new displays, GFX-1060 and GFX-1260, for precision agriculture applications. Farmers can carry out in-field tasks swiftly and effectively with these next-generation displays, allowing them to map and monitor field data in real time precisely..
  • In September 2022, Deere & Company launched three new self-propelled forage harvesters to its existing lineup. They are designed to address the requirements of dairy and livestock producers, contractors, and harvesters to overcome challenges such as shorter harvesting windows, a smaller pool of skilled workers, and increased operating costs.
  • In April 2021, Topcon Positioning Systems launched the manual guidance and autosteering receivers—the AGM 1 and AGS 2, and new Topnet Live cellular, satellite, and bridging correction services—Realpoint, Starpoint, and Skybridge. The new AGM 1 and AGS 2 are used for machine operations and all associated tasks where tracking location data is relevant to crop optimization, including soil preparation, seeding, crop care, and harvesting. They deliver reliable connection stability worldwide through a constantly improving network and a variety of cost-effective subscription models.
  • In February 2021, AKVA Group signed a five-year agreement with Trollvika Drift AS to install 45 SmartEye Precision HD cameras with AKVAconnect 4 camera system controls at the Enkeltstein, Ystevika, Trollvika, and Svartskjær in Troms, Northern Norway locations.
  • In December 2020, Afimilk Ltd. and Livestock Improvement Corporation (LIC), a herd improvement and agri-tech cooperative, signed a distributive partnership. According to the partnership, LIC will market Afimilk's AfiCollar in New Zealand.

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INTRODUCTION
30
RESEARCH METHODOLOGY
36
EXECUTIVE SUMMARY
52
PREMIUM INSIGHTS
57
MARKET OVERVIEW
60
  • 5.1 INTRODUCTION
  • 5.2 DEVELOPMENT OF SMART AGRICULTURE PRACTICES
  • 5.3 MARKET DYNAMICS
    DRIVERS
    - Increasing global population creating pressure on food supply system
    - Shortage of skilled labor in agriculture sector
    - Surging use of modern technologies in agriculture
    - Benefits offered by livestock monitoring solutions
    - Rising adoption of IoT, ROVs, and AI in aquaculture farming
    RESTRAINTS
    - High cost of smart agriculture solutions
    - Fragmented agriculture sector
    OPPORTUNITIES
    - Growing vegetarian and vegan population
    - Rising adoption of livestock monitoring solutions in emerging countries
    - Growing use of UAVs or drones in agricultural activities
    - Increasing popularity of land-based recirculating aquaculture systems
    CHALLENGES
    - Reduced profitability due to rising cost of cattle feed
    - Adverse impact of livestock farming on environment
  • 5.4 SUPPLY CHAIN ANALYSIS
    MAJOR STAKEHOLDERS IN SMART AGRICULTURE MARKET
  • 5.5 ECOSYSTEM MAPPING
  • 5.6 PRICING ANALYSIS
  • 5.7 REVENUE SHIFT AND NEW REVENUE POCKETS FOR PLAYERS IN MARKET
  • 5.8 TECHNOLOGICAL TRENDS
    INTERNET OF THINGS (IOT)
    M2M SOLUTIONS
    ROBOTICS
    AI AND BLOCKCHAIN IN LIVESTOCK FARMING
    ADOPTION OF ROBOTIC CAGES AND UNDERWATER DRONES IN AQUACULTURE FARMS
    INTEGRATION OF TELEMATICS WITH FOREST MECHANIZATION IN PRECISION FORESTRY
    ADVENT OF LIDAR-FITTED UAVS IN PRECISION FORESTRY
  • 5.9 PORTER’S FIVE FORCES ANALYSIS
    INTENSITY OF COMPETITIVE RIVALRY
    BARGAINING POWER OF SUPPLIERS
    BARGAINING POWER OF BUYERS
    THREAT OF SUBSTITUTES
    THREAT OF NEW ENTRANTS
  • 5.10 KEY STAKEHOLDERS AND BUYING CRITERIA
    KEY STAKEHOLDERS IN BUYING PROCESS
    BUYING CRITERIA
  • 5.11 CASE STUDY ANALYSIS
    INTRODUCTION
    OPEN BLUE
    EARTH OCEAN FARMS
    GIFAS
    ERKO SEAFOOD AS
  • 5.12 TRADE ANALYSIS
  • 5.13 PATENT ANALYSIS
    JURISDICTION ANALYSIS
    TOP PATENT OWNERS
  • 5.14 KEY CONFERENCES AND EVENTS, 2023–2024
  • 5.15 TARIFF AND REGULATORY LANDSCAPE IN SMART AGRICULTURE
    US: AGRICULTURAL DATA ACT 2018
    NATIONAL MISSION FOR SUSTAINABLE AGRICULTURE (NMSA)
    ENVIRONMENTAL IMPACT ASSESSMENT (EIA)
    NATURE CONSERVATION – EUROPEAN UNION (EU)
    TARIFF AND REGULATIONS RELATED TO PRECISION FARMING AND SMART GREENHOUSES
    TARIFF AND REGULATIONS RELATED TO PRECISION AQUACULTURE
  • 5.16 GOVERNMENT POLICIES AND SUBSIDIES
    INTRODUCTION
    CHINA
    - National plan for agricultural and rural informatization: China 14th five-year plan (2021–2026)
    - New guidelines for modernization of agriculture sector in China
    - Current state of development of smart agriculture machinery in China
    - Pollution and climate smart agriculture in China (PACSAC)
    - World bank initiatives toward promoting green agriculture and rural development in China
    INDIA
    - Greenhouse farming subsidy in India
    - Government initiatives for promoting organic farming in India
    - Government partnerships for smart agriculture
    NETHERLANDS
    - Climate smart agriculture initiatives in Netherlands
    - Major government initiatives and subsidy programs in Netherlands
    - Support for organic farmers
    AZERBAIJAN
    - Government investments and support for agriculture sector in Azerbaijan
    - Recent government reforms and policies in agriculture sector
    - Digital agriculture transformation in Azerbaijan through setting up agroparks
    SPAIN
    - Recent government policies in agriculture
    TURKEY
    - Current landscape of smart agriculture technology in Turkey
    - Policies and implementation of smart agriculture technologies in Turkey
DIFFERENT CONNECTING TECHNOLOGIES USED IN SMART AGRICULTURE
123
  • 6.1 INTRODUCTION
  • 6.2 INTERNET OF THINGS (IOT)
  • 6.3 CELLULAR IOT
    LTE-M
    NB-IOT
  • 6.4 LORA
  • 6.5 GLOBAL NAVIGATION SATELLITE SYSTEM (GNSS)
SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE
125
  • 7.1 INTRODUCTION
  • 7.2 PRECISION FARMING
    IMPROVES FARM EFFICIENCY AND INCREASES CROP PRODUCTIVITY
  • 7.3 LIVESTOCK MONITORING
    USES CUTTING-EDGE TECHNOLOGIES AND TOOLS TO ENHANCE PRODUCTIVITY AND PROFITABILITY IN DAIRY FARMING
  • 7.4 PRECISION AQUACULTURE
    IMPLEMENTING SMART TECHNOLOGIES HELPS MONITOR AQUAFARMS
    SMART FEEDING SYSTEMS
    - Determine sizes and eating behavior of fishes
    MONITORING AND CONTROL SYSTEMS
    - Improve efficiency of aquafarms
    UNDERWATER REMOTELY OPERATED VEHICLES
    - Monitor underwater species to improve aquafarm operations
  • 7.5 PRECISION FORESTRY
    USES MODERN TECHNOLOGIES TO GATHER REAL-TIME INFORMATION FOR DECISION-MAKING
  • 7.6 SMART GREENHOUSE
    IMPROVES OPERATIONS USING WIRED AND WIRELESS TECHNOLOGIES
  • 7.7 OTHERS
SMART AGRICULTURE MARKET, BY OFFERING
143
  • 8.1 INTRODUCTION
  • 8.2 HARDWARE
    PRECISION FARMING HARDWARE
    - Growing availability of precision farming tools
    - Automation and control systems
    - Sensing and monitoring devices
    - Water sensors
    - Climate sensors
    - Others
    LIVESTOCK MONITORING HARDWARE
    - Enable efficient resource management, livestock tracking, and devising and managing feeding and milking plans
    - RFID tags and readers
    - Sensors
    - Transmitters and mounting equipment
    - GPS
    - Others
    PRECISION FORESTRY HARDWARE
    - Help optimize efficiency and accuracy of forest management operations
    - Harvesters and forwarders
    - UAVs/drones
    - GPS
    - Cameras
    - Sensors and RFID tags
    - Variable rate controllers
    - Others
    PRECISION AQUACULTURE HARDWARE
    - Enable effective management of aquaculture farms
    - Monitoring devices
    - Camera systems
    - Control systems
    - Others
    SMART GREENHOUSE HARDWARE
    - Improve plant growth, increase yields, and reduce waste
    - HVAC systems
    - LED grow lights
    - Irrigation systems
    - Material handling equipment
    - Valves and pumps
    - Control systems
    - Sensors and cameras
    OTHERS
  • 8.3 SOFTWARE
    ON-PREMISES SOFTWARE
    - Offer lower cost of ownership
    ON-CLOUD
    - Provide shared processing of resources and data to users
    - Software-as-a-Service (SaaS)
    - Platform-as-a-Service (PaaS)
    AI & DATA ANALYTICS
    - Help improve harvest quality and accuracy
    - Farm management software
  • 8.4 SERVICES
    SYSTEM INTEGRATION AND CONSULTING SERVICES
    - Involved in troubleshooting and diagnosing farm management issues
    MANAGED SERVICES
    - Provide suggestions to farmers to enhance production
    - Farm operation services
    - Data services
    - Analytics services
    CONNECTIVITY SERVICES
    - Ensure proper communication between devices and end users
    ASSISTED PROFESSIONAL SERVICES
    - Help improve and implement standards of projects
    - Supply chain management services
    - Climate information services
    - Others
    MAINTENANCE AND SUPPORT SERVICES
    - Ensure farm operations run smoothly and efficiently
    - Installation and deployment services
SMART AGRICULTURE MARKET, BY FARM SIZE
188
  • 9.1 INTRODUCTION
  • 9.2 LARGE FARMS
    HEAVILY RELY ON HIRED LABOR TO MANAGE THEIR OPERATIONS
  • 9.3 MEDIUM-SIZED FARMS
    POTENTIAL TO LOWER LABOR COSTS AND IMPROVE PRODUCTIVITY
  • 9.4 SMALL FARMS
    SMALL FARMS TO RECORD HIGHEST GROWTH RATE DURING FORECAST PERIOD
SMART AGRICULTURE MARKET, BY APPLICATION
195
  • 10.1 INTRODUCTION
  • 10.2 PRECISION FARMING
    HELPS OPTIMIZE AGRICULTURAL PRODUCTION
    YIELD MONITORING
    - Helps farmers maximize their yield
    - On-farm yield monitoring
    - Off-farm yield monitoring
    CROP SCOUTING
    - Critical crop management tool important for making timely decisions during harvesting
    FIELD MAPPING
    - Helps farmers in decision-making related to yield production
    - Boundary mapping
    - Drainage mapping
    VARIABLE RATE APPLICATION
    - Optimize crop input for efficient farming
    - Precision irrigation
    - Precision seeding
    - Precision fertilization
    - Pesticide VRA
    WEATHER TRACKING & FORECASTING
    - Helps take precautionary measures for farm protection from natural calamities
    INVENTORY MANAGEMENT
    - Used to track and organize materials, irrigation parts, chemicals, and others
    FARM LABOR MANAGEMENT
    - Helps track various activities of farm workers
    FINANCIAL MANAGEMENT
    - Helps farmers or growers make strategic decisions
    OTHERS
  • 10.3 LIVESTOCK MONITORING
    ENABLES REAL-TIME MONITORING OF HEALTH AND WELL-BEING OF ANIMALS
    MILK HARVESTING MANAGEMENT
    - Reduces labor costs and increases milking efficiency through automated milk harvesting
    BREEDING MANAGEMENT
    - Helps increase animal productivity in long term
    FEEDING MANAGEMENT
    - Helps accurately formulate cow’s diet
    HEAT STRESS MANAGEMENT
    - Reduces cattle mortality rate due to improper ventilation
    ANIMAL COMFORT MANAGEMENT
    - Helps ensure animal health and well-being
    BEHAVIOR MONITORING AND CONTROL
    - Provides early detection of any deviations in animal behavior
    OTHERS
  • 10.4 PRECISION AQUACULTURE
    HELPS OPTIMIZE AQUACULTURE PRODUCTION AND MANAGEMENT
    FEEDING MANAGEMENT
    - Helps avoid overfeeding
    MONITORING, CONTROL, AND SURVEILLANCE
    - Minimize waste and environmental impact
    OTHERS
  • 10.5 PRECISION FORESTRY
    HELPS IMPROVE SUSTAINABILITY OF FORESTRY PRACTICES
    GENETICS AND NURSERIES
    - Use of UAVs in seed planting is highly efficient and time-saving
    SILVICULTURE AND FIRE MANAGEMENT
    - Minimize damage and casualties due to wildfires
    HARVESTING MANAGEMENT
    - Reduces damage to forests and maximizes yield of wood products
    INVENTORY AND LOGISTICS MANAGEMENT
    - Diminishes manual error and enables quick reporting and data processing
  • 10.6 SMART GREENHOUSE
    BENEFICIAL FOR INDOOR CROPS
    HVAC MANAGEMENT
    - Regulates temperature for favorable plant growth
    YIELD MONITORING AND HARVESTING
    - Improves efficiency and productivity of greenhouse operations
    WATER AND FERTILIZER MANAGEMENT
    - Reduces water waste and production costs of greenhouses
    OTHERS
  • 10.7 OTHERS
SMART AGRICULTURE MARKET, BY REGION
220
  • 11.1 INTRODUCTION
  • 11.2 AMERICAS
    NORTH AMERICA
    - US
    - Canada
    - Mexico
    SOUTH AMERICA
    - Brazil
    - Argentina
    - Rest of South America
  • 11.3 EUROPE
    GERMANY
    - Presence of livestock farms to drive market growth
    UK
    - Conducive environment to carry out innovations supports market growth
    FRANCE
    - Increased adoption of smart agriculture technologies in country to drive market growth
    ITALY
    - Gradual shift toward smart farming techniques to spur market growth
    NETHERLANDS
    - Rising adoption of advanced technologies for harvesting processes to fuel market growth
    REST OF EUROPE
  • 11.4 ASIA PACIFIC
    CHINA
    - Government to play key role in country’s agriculture sector growth
    JAPAN
    - Labor shortage to fuel demand for smart agriculture solutions
    AUSTRALIA
    - Government support and presence of research organizations to play major role in market growth
    INDIA
    - Government initiatives and players' contributions to increase adoption of smart agriculture solutions
    SOUTH KOREA
    - Rising need to produce high-value agricultural products to fuel market growth
    REST OF ASIA PACIFIC
  • 11.5 ROW
    RUSSIA
    - Increasing awareness about benefits of smart agriculture in country to support market
    AFRICA
    - Increasing awareness among farmers to contribute to market growth
    MIDDLE EAST
    - Rapid developments in big data analytics and cloud-computing platforms to drive market growth
COMPETITIVE LANDSCAPE
249
  • 12.1 OVERVIEW
  • 12.2 MARKET EVALUATION FRAMEWORK
    PRODUCT PORTFOLIO
    REGIONAL FOCUS
    MANUFACTURING FOOTPRINT
    ORGANIC/INORGANIC STRATEGIES
  • 12.3 MARKET SHARE ANALYSIS, 2022
  • 12.4 REVENUE ANALYSIS: TOP FOUR COMPANIES (2018–2022)
  • 12.5 COMPANY EVALUATION QUADRANT, 2022
    STARS
    EMERGING LEADERS
    PERVASIVE PLAYERS
    PARTICIPANTS
  • 12.6 COMPANY FOOTPRINT
  • 12.7 STARTUPS/SMES EVALUATION MATRIX/QUADRANT, 2022
    COMPETITIVE BENCHMARKING
    PROGRESSIVE COMPANIES
    RESPONSIVE COMPANIES
    DYNAMIC COMPANIES
    STARTING BLOCKS
  • 12.8 COMPETITIVE SCENARIO
    PRODUCT LAUNCHES
    DEALS
    OTHERS
COMPANY PROFILES
269
  • 13.1 KEY PLAYERS
    DEERE & COMPANY
    - Business overview
    - Deere & Company: Products/Services/Solutions offered
    - Recent developments
    - MnM view
    TRIMBLE INC.
    - Business overview
    - Trimble Inc.: Products/Services/Solutions offered
    - Recent developments
    - MnM view
    AGCO CORPORATION (PRECISION PLANTING, LLC)
    - Business overview
    - AGCO Corporation: Products/Services/Solutions offered
    - Recent developments
    - MnM view
    TOPCON POSITIONING SYSTEMS
    - Business overview
    - Topcon Positioning Systems: Products/Services/Solutions offered
    - Recent developments
    - MnM view
    DELAVAL
    - Business overview
    - DeLaval: Products/Services/Solutions offered
    - Recent developments
    - MnM view
    AKVA GROUP
    - Business overview
    - AKVA Group: Products/Services/Solutions offered
    - Recent developments
    ALLFLEX LIVESTOCK INTELLIGENCE (MSD ANIMAL HEALTH)
    - Business overview
    - Allflex Livestock Intelligence: Products/Services/Solutions offered
    - Recent developments
    INNOVASEA SYSTEMS INC.
    - Business overview
    - Innovasea Systems Inc.: Products/Services/Solutions offered
    - Recent developments
    AFIMILK LTD.
    - Business overview
    - Afimilk Ltd.: Products/Services/Solutions offered
    - Recent developments
    HELIOSPECTRA AB
    - Business overview
    - Heliospectra AB: Products/Services/Solutions offered
    - Recent developments
  • 13.2 OTHER PLAYERS
    PONSSE OYJ
    RAVEN INDUSTRIES, INC. (CNH INDUSTRIAL N.V.)
    KOMATSU FOREST
    SCALEAQ
    TIGERCAT INTERNATIONAL INC.
    AG LEADER TECHNOLOGY
    CERTHON
    NEDAP N.V.
    AGJUNCTION LLC
    ARGUS CONTROL SYSTEMS LIMITED
    DAIRYMASTER
    DICKEY-JOHN
    ABACO GROUP
    TEEJET TECHNOLOGIES
    FANCOM BV (SUBSIDIARY OF CTB, INC.)
    LUMIGROW, INC.
    CERES IMAGING, INC.
    SENSAPHONE
    BOUMATIC
    CPI EQUIPMENT INC.
APPENDIX
355
  • 14.1 DISCUSSION GUIDE
  • 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
  • 14.3 CUSTOMIZATION OPTIONS
  • 14.4 RELATED REPORTS
  • 14.5 AUTHOR DETAILS
LIST OF TABLES
 
  • TABLE 1 MARKET GROWTH PROJECTIONS AND FORECAST ASSUMPTIONS
  • TABLE 2 RISK FACTOR ANALYSIS
  • TABLE 3 SMART AGRICULTURE ECOSYSTEM
  • TABLE 4 AVERAGE SELLING PRICES OF SMART AGRICULTURE SOLUTIONS, BY HARDWARE OFFERING
  • TABLE 5 SMART AGRICULTURE MARKET: PORTER’S FIVE FORCES ANALYSIS
  • TABLE 6 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS, BY APPLICATION (%)
  • TABLE 7 KEY BUYING CRITERIA, BY APPLICATION
  • TABLE 8 INNOVASEA SYSTEM INC. HELPS OPEN BLUE BECOME LARGEST OPEN-OCEAN FISH FARM IN WORLD
  • TABLE 9 INNOVASEA SYSTEM INC. ENABLES EARTH OCEAN FARMS TO EXPAND PRODUCTION WITH RUGGED EVOLUTION PENS
  • TABLE 10 PHILIPS LED SOLUTIONS OFFER NEW POSSIBILITIES FOR SALMON INDUSTRY
  • TABLE 11 AKVA GROUP HELPS ERKO SEAFOOD AS WITH PRECISION AQUACULTURE PRODUCTS
  • TABLE 12 IMPORT DATA OF AGRICULTURAL, HORTICULTURAL, OR FORESTRY MACHINERY OF SOIL PREPARATION OR CULTIVATION, BY COUNTRY, 2017–2021 (USD MILLION)
  • TABLE 13 EXPORT DATA OF AGRICULTURAL, HORTICULTURAL, OR FORESTRY MACHINERY OF SOIL PREPARATION OR CULTIVATION, BY COUNTRY, 2017–2021 (USD MILLION)
  • TABLE 14 TOP 20 PATENT OWNERS (US) IN LAST 10 YEARS
  • TABLE 15 SOME KEY INNOVATIONS AND PATENT REGISTRATIONS FROM SEL
  • TABLE 16 MARKET: DETAILED LIST OF CONFERENCES AND EVENTS
  • TABLE 17 TARIFF REGULATIONS: PRECISION FARMING AND SMART GREENHOUSES
  • TABLE 18 TARIFF REGULATIONS: PRECISION AQUACULTURE
  • TABLE 19 CURRENT AGRICULTURE SUBSIDIES SUPPORT TO INDIAN FARMERS FROM CENTRAL AND STATE GOVERNMENTS (USD BILLION)
  • TABLE 20 MARKET, BY AGRICULTURE TYPE, 2019–2022 (USD MILLION)
  • TABLE 21 SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE, 2023–2028 (USD MILLION)
  • TABLE 22 PRECISION FARMING: MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
  • TABLE 23 PRECISION FARMING: MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
  • TABLE 24 PRECISION FARMING: MARKET, BY FARM SIZE, 2019–2022 (USD MILLION)
  • TABLE 25 PRECISION FARMING: MARKET, BY FARM SIZE, 2023–2028 (USD MILLION)
  • TABLE 26 PRECISION FARMING: MARKET, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 27 PRECISION FARMING: MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 28 LIVESTOCK MONITORING: MARKET, BY FARM SIZE, 2019–2022 (USD MILLION)
  • TABLE 29 LIVESTOCK MONITORING: MARKET, BY FARM SIZE, 2023–2028 (USD MILLION)
  • TABLE 30 LIVESTOCK MONITORING: MARKET, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 31 LIVESTOCK MONITORING: MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 32 PRECISION AQUACULTURE: MARKET, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 33 PRECISION AQUACULTURE: MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 34 PRECISION FORESTRY: MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
  • TABLE 35 PRECISION FORESTRY: MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
  • TABLE 36 PRECISION FORESTRY: MARKET, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 37 PRECISION FORESTRY: MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 38 SMART GREENHOUSE: SMART AGRICULTURE MARKET, BY SUB-TYPE, 2019–2022 (USD MILLION)
  • TABLE 39 SMART GREENHOUSE: MARKET, BY SUB-TYPE, 2023–2028 (USD MILLION)
  • TABLE 40 SMART GREENHOUSE: MARKET, BY FARM SIZE, 2019–2022 (USD MILLION)
  • TABLE 41 SMART GREENHOUSE: MARKET, BY FARM SIZE, 2023–2028 (USD MILLION)
  • TABLE 42 SMART GREENHOUSE: MARKET, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 43 SMART GREENHOUSE: MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 44 OTHERS: MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 45 OTHERS: MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 46 OTHERS: MARKET, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 47 OTHERS: MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 48 MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 49 SMART AGRICULTURE MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 50 PRECISION FARMING: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 51 PRECISION FARMING: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 52 PRECISION FARMING HARDWARE: MARKET, BY HARDWARE TYPE, 2019–2022 (USD MILLION)
  • TABLE 53 PRECISION FARMING HARDWARE: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
  • TABLE 54 AUTOMATION AND CONTROL SYSTEMS: MARKET, BY DEVICE TYPE, 2019–2022 (USD MILLION)
  • TABLE 55 AUTOMATION AND CONTROL SYSTEMS: MARKET, BY DEVICE TYPE, 2023–2028 (USD MILLION)
  • TABLE 56 SENSING AND MONITORING DEVICES: MARKET, BY DEVICE TYPE, 2019–2022 (USD MILLION)
  • TABLE 57 SENSING AND MONITORING DEVICES: MARKET, BY DEVICE TYPE, 2023–2028 (USD MILLION)
  • TABLE 58 LIVESTOCK MONITORING: SMART AGRICULTURE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 59 LIVESTOCK MONITORING: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 60 LIVESTOCK MONITORING HARDWARE: MARKET, BY HARDWARE TYPE, 2019–2022 (USD MILLION)
  • TABLE 61 LIVESTOCK MONITORING HARDWARE: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
  • TABLE 62 LIVESTOCK MONITORING HARDWARE: MARKET, BY HARDWARE TYPE, 2019–2022 (MILLION UNITS)
  • TABLE 63 LIVESTOCK MONITORING HARDWARE: MARKET, BY HARDWARE TYPE, 2023–2028 (MILLION UNITS)
  • TABLE 64 PRECISION FORESTRY: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 65 PRECISION FORESTRY: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 66 PRECISION FORESTRY HARDWARE: SMART AGRICULTURE MARKET, BY HARDWARE TYPE, 2019–2022 (USD MILLION)
  • TABLE 67 PRECISION FORESTRY HARDWARE: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
  • TABLE 68 PRECISION AQUACULTURE: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 69 PRECISION AQUACULTURE: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 70 PRECISION AQUACULTURE HARDWARE: MARKET, BY HARDWARE TYPE, 2019–2022 (USD MILLION)
  • TABLE 71 PRECISION AQUACULTURE HARDWARE: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
  • TABLE 72 SMART GREENHOUSE: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 73 SMART GREENHOUSE: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 74 SMART GREENHOUSE HARDWARE: MARKET, BY HARDWARE TYPE, 2019–2022 (USD MILLION)
  • TABLE 75 SMART GREENHOUSE HARDWARE: MARKET, BY HARDWARE TYPE, 2023–2028 (USD MILLION)
  • TABLE 76 OTHERS: SMART AGRICULTURE MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 77 OTHERS: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 78 PRECISION FARMING SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
  • TABLE 79 PRECISION FARMING SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
  • TABLE 80 LIVESTOCK MONITORING SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
  • TABLE 81 LIVESTOCK MONITORING SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
  • TABLE 82 PRECISION AQUACULTURE SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
  • TABLE 83 PRECISION AQUACULTURE SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
  • TABLE 84 PRECISION FORESTRY SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
  • TABLE 85 PRECISION FORESTRY SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
  • TABLE 86 SMART GREENHOUSE SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
  • TABLE 87 SMART GREENHOUSE SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
  • TABLE 88 OTHER SOFTWARE: SMART AGRICULTURE MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
  • TABLE 89 OTHER SOFTWARE: MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
  • TABLE 90 PRECISION FARMING SERVICES: MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 91 PRECISION FARMING SERVICES: MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 92 LIVESTOCK MONITORING SERVICES: MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 93 LIVESTOCK MONITORING SERVICES: MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 94 PRECISION AQUACULTURE SERVICES: MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 95 PRECISION AQUACULTURE SERVICES: MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 96 SMART GREENHOUSE SERVICES: MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 97 SMART GREENHOUSE SERVICES: MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 98 OTHER SERVICES: MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 99 OTHER SERVICES: MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 100 MARKET, BY FARM SIZE, 2019–2022 (USD MILLION)
  • TABLE 101 SMART AGRICULTURE MARKET, BY FARM SIZE, 2023–2028 (USD MILLION)
  • TABLE 102 LARGE FARMS: MARKET, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 103 LARGE FARMS: MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 104 MEDIUM-SIZED FARMS: MARKET, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 105 MEDIUM-SIZED FARMS: MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 106 SMALL FARMS: MARKET, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 107 SMALL FARMS: MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 108 MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
  • TABLE 109 MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 110 PRECISION FARMING: MARKET, BY SUB-APPLICATION, 2019–2022 (USD MILLION)
  • TABLE 111 PRECISION FARMING: MARKET, BY SUB-APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 112 BENEFITS OF YIELD MONITORING
  • TABLE 113 LIVESTOCK MONITORING: MARKET, BY SUB-APPLICATION, 2019–2022 (USD MILLION)
  • TABLE 114 LIVESTOCK MONITORING: MARKET, BY SUB-APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 115 PRECISION AQUACULTURE: MARKET, BY SUB-APPLICATION, 2019–2022 (USD MILLION)
  • TABLE 116 PRECISION AQUACULTURE: MARKET, BY SUB-APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 117 PRECISION FORESTRY MARKET, BY SUB-APPLICATION, 2019–2022 (USD MILLION)
  • TABLE 118 PRECISION FORESTRY MARKET, BY SUB-APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 119 SMART GREENHOUSE: MARKET, BY SUB-APPLICATION, 2019–2022 (USD MILLION)
  • TABLE 120 SMART GREENHOUSE: MARKET, BY SUB-APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 121 SMART AGRICULTURE MARKET, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 122 MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 123 AMERICAS: MARKET, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 124 AMERICAS: MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 125 AMERICAS: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 126 AMERICAS: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 127 AMERICAS: MARKET, BY AGRICULTURE TYPE, 2019–2022 (USD MILLION)
  • TABLE 128 AMERICAS: MARKET, BY AGRICULTURE TYPE, 2023–2028 (USD MILLION)
  • TABLE 129 NORTH AMERICA: MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
  • TABLE 130 NORTH AMERICA: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 131 NORTH AMERICA: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 132 NORTH AMERICA: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 133 SOUTH AMERICA: MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
  • TABLE 134 SOUTH AMERICA: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 135 SOUTH AMERICA: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 136 SOUTH AMERICA: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 137 EUROPE: MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
  • TABLE 138 EUROPE: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 139 EUROPE: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 140 EUROPE: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 141 EUROPE: MARKET, BY AGRICULTURE TYPE, 2019–2022 (USD MILLION)
  • TABLE 142 EUROPE: MARKET, BY AGRICULTURE TYPE, 2023–2028 (USD MILLION)
  • TABLE 143 ASIA PACIFIC: SMART AGRICULTURE MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
  • TABLE 144 ASIA PACIFIC: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 145 ASIA PACIFIC: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 146 ASIA PACIFIC: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 147 ASIA PACIFIC: MARKET, BY AGRICULTURE TYPE, 2019–2022 (USD MILLION)
  • TABLE 148 ASIA PACIFIC: MARKET, BY AGRICULTURE TYPE, 2023–2028 (USD MILLION)
  • TABLE 149 ROW: MARKET, BY REGION/COUNTRY, 2019–2022 (USD MILLION)
  • TABLE 150 ROW: MARKET, BY REGION/COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 151 ROW: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 152 ROW: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 153 ROW: MARKET, BY AGRICULTURE TYPE, 2019–2022 (USD MILLION)
  • TABLE 154 ROW: MARKET, BY AGRICULTURE TYPE, 2023–2028 (USD MILLION)
  • TABLE 155 REVIEW OF STRATEGIES ADOPTED BY KEY SMART AGRICULTURE MANUFACTURERS
  • TABLE 156 MARKET SHARE ANALYSIS OF TOP FIVE COMPANIES, 2022
  • TABLE 157 COMPANY OFFERING FOOTPRINT
  • TABLE 158 COMPANY APPLICATION FOOTPRINT
  • TABLE 159 COMPANY REGION FOOTPRINT
  • TABLE 160 COMPANY OVERALL FOOTPRINT
  • TABLE 161 SMART AGRICULTURE MARKET: DETAILED LIST OF KEY STARTUPS/SMES
  • TABLE 162 MARKET: COMPETITIVE BENCHMARKING OF KEY PLAYERS (STARTUPS/SMES)
  • TABLE 163 PRODUCT LAUNCHES AND DEVELOPMENTS, 2020–2022
  • TABLE 164 DEALS, 2020–2022
  • TABLE 165 OTHERS, 2020–2022
  • TABLE 166 DEERE & COMPANY: BUSINESS OVERVIEW
  • TABLE 167 DEERE & COMPANY: PRODUCT LAUNCHES
  • TABLE 168 DEERE & COMPANY: DEALS
  • TABLE 169 TRIMBLE INC.: BUSINESS OVERVIEW
  • TABLE 170 TRIMBLE INC.: PRODUCT LAUNCHES
  • TABLE 171 TRIMBLE INC.: DEALS
  • TABLE 172 AGCO CORPORATION: BUSINESS OVERVIEW
  • TABLE 173 AGCO CORPORATION: PRODUCT LAUNCHES
  • TABLE 174 AGCO CORPORATION: DEALS
  • TABLE 175 AGCO CORPORATION: OTHERS
  • TABLE 176 TOPCON POSITIONING SYSTEMS: BUSINESS OVERVIEW
  • TABLE 177 TOPCON POSITIONING SYSTEMS: PRODUCT LAUNCHES
  • TABLE 178 TOPCON POSITIONING SYSTEMS: DEALS
  • TABLE 179 TOPCON POSITIONING SYSTEMS: OTHERS
  • TABLE 180 DELAVAL: BUSINESS OVERVIEW
  • TABLE 181 DELAVAL: PRODUCT LAUNCHES
  • TABLE 182 DELAVAL: DEALS
  • TABLE 183 AKVA GROUP: BUSINESS OVERVIEW
  • TABLE 184 AKVA GROUP: DEALS
  • TABLE 185 ALLFLEX LIVESTOCK INTELLIGENCE: BUSINESS OVERVIEW
  • TABLE 186 ALLFLEX LIVESTOCK INTELLIGENCE: PRODUCT LAUNCHES
  • TABLE 187 ALLFLEX LIVESTOCK INTELLIGENCE: DEALS
  • TABLE 188 ALLFLEX LIVESTOCK INTELLIGENCE: OTHERS
  • TABLE 189 INNOVASEA SYSTEMS INC.: BUSINESS OVERVIEW
  • TABLE 190 INNOVASEA SYSTEMS INC.: PRODUCT LAUNCHES
  • TABLE 191 INNOVASEA SYSTEMS INC.: DEALS
  • TABLE 192 INNOVASEA SYSTEMS INC.: OTHERS
  • TABLE 193 AFIMILK LTD.: BUSINESS OVERVIEW
  • TABLE 194 AFIMILK LTD.: DEALS
  • TABLE 195 HELIOSPECTRA AB: BUSINESS OVERVIEW
  • TABLE 196 HELIOSPECTRA AB: PRODUCT LAUNCHES
  • TABLE 197 HELIOSPECTRA AB: DEALS
LIST OF FIGURES
 
  • FIGURE 1 SMART AGRICULTURE MARKET: RESEARCH DESIGN
  • FIGURE 2 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 – TOP-DOWN (SUPPLY SIDE): REVENUES GENERATED BY COMPANIES FROM SALES OF SMART AGRICULTURE SOLUTIONS
  • FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 – TOP-DOWN (SUPPLY SIDE): ILLUSTRATION OF REVENUE ESTIMATIONS FOR DEERE & COMPANY IN MARKET
  • FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
  • FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
  • FIGURE 6 DATA TRIANGULATION
  • FIGURE 7 GROWTH PROJECTION OF MARKET IN PRE- AND POST-RECESSION SCENARIOS
  • FIGURE 8 SERVICES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 9 PRECISION FARMING SEGMENT TO LEAD SMART AGRICULTURE MARKET FROM 2023 TO 2028
  • FIGURE 10 SMALL FARMS TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 11 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 12 RISING GLOBAL POPULATION AND EMERGENCE OF AGRICULTURE 4.0 TO FUEL MARKET GROWTH
  • FIGURE 13 HARDWARE SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD
  • FIGURE 14 PRECISION FARMING PROJECTED TO LEAD MARKET FROM 2023 TO 2028
  • FIGURE 15 MEDIUM-SIZED FARMS TO DOMINATE MARKET DURING FORECAST PERIOD
  • FIGURE 16 AMERICAS TO CAPTURE LARGEST MARKET SHARE FROM 2023 TO 2028
  • FIGURE 17 CHINA TO REGISTER FASTEST GROWTH DURING FORECAST PERIOD
  • FIGURE 18 EVOLUTION OF SMART AGRICULTURE
  • FIGURE 19 SMART AGRICULTURE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
  • FIGURE 20 GLOBAL CONSUMPTION OF MAJOR FIELD CROPS, 2005–2050
  • FIGURE 21 MARKET: DRIVERS AND THEIR IMPACT
  • FIGURE 22 MARKET: RESTRAINTS AND THEIR IMPACT
  • FIGURE 23 TOTAL NUMBER OF PARTICIPANTS IN VEGANUARY PROGRAM, 2014–2022
  • FIGURE 24 GLOBAL MILKING ROBOTS INSTALLED BASE, 2017–2030 (UNITS)
  • FIGURE 25 MARKET: OPPORTUNITIES AND THEIR IMPACT
  • FIGURE 26 TOTAL PRICE OF FEED (INDEX), 2011–2023
  • FIGURE 27 MARKET: CHALLENGES AND THEIR IMPACT
  • FIGURE 28 MARKET: SUPPLY CHAIN ANALYSIS
  • FIGURE 29 SMART AGRICULTURE ECOSYSTEM
  • FIGURE 30 AVERAGE SELLING PRICE TREND FOR SMART AGRICULTURE HARDWARE OFFERINGS, 2019–2028 (USD)
  • FIGURE 31 PRECISION FARMING DATA ANALYTICS SERVICE COST PER HECTARE FOR DIFFERENT FARM SIZES IN 2021
  • FIGURE 32 REVENUE SHIFT IN SMART AGRICULTURE MARKET
  • FIGURE 33 INCREASING USE OF M2M SOLUTIONS IN AGRICULTURE—LEADING TREND AMONG KEY MARKET PLAYERS
  • FIGURE 34 BLOCKCHAIN AND AI IN LIVESTOCK MONITORING
  • FIGURE 35 MARKET: PORTER’S FIVE FORCES ANALYSIS
  • FIGURE 36 INFLUENCE OF STAKEHOLDERS IN BUYING PROCESS, BY APPLICATION
  • FIGURE 37 KEY BUYING CRITERIA, BY APPLICATION
  • FIGURE 38 MARKET: IMPORT DATA FOR MAJOR COUNTRIES, 2017–2021
  • FIGURE 39 SMART AGRICULTURE: EXPORT DATA FOR MAJOR COUNTRIES, 2017–2021
  • FIGURE 40 TOP 10 COMPANIES WITH HIGHEST NO. OF PATENTS IN LAST 10 YEARS
  • FIGURE 41 JURISDICTION ANALYSIS
  • FIGURE 42 AGRICULTURE SUBSIDIES IN CHINA AND OTHER MAJOR COUNTRIES (% OF TOTAL GDP)
  • FIGURE 43 TOTAL AGRICULTURE LAND UNDER CULTIVATION, 2012–2022 (MILLION HA)
  • FIGURE 44 AGRICULTURE EXPORT VALUE, BY PRODUCT, 2020 VS. 2021 (USD MILLION)
  • FIGURE 45 AGRICULTURE IMPORT VALUE, BY PRODUCT, 2020 VS. 2021 (USD MILLION)
  • FIGURE 46 TOTAL AGRICULTURAL LAND UNDER CULTIVATION IN SPAIN, 2013–2020 (MILLION HA)
  • FIGURE 47 SHARE OF MAJOR AGRICULTURE PRODUCTS IN SPAIN
  • FIGURE 48 IMPORT AND EXPORT VALUE OF AGRICULTURE PRODUCTS IN SPAIN, 2021 (USD MILLION)
  • FIGURE 49 TOTAL AGRICULTURE LAND UNDER CULTIVATION, 2013–2020 (MILLION HA)
  • FIGURE 50 DIFFERENT TECHNOLOGIES IN SMART AGRICULTURE
  • FIGURE 51 SMART AGRICULTURE MARKET, BY AGRICULTURE TYPE
  • FIGURE 52 PRECISION FARMING EXPECTED TO DOMINATE MARKET FROM 2023 TO 2028
  • FIGURE 53 VARIABLE RATE TECHNOLOGY TO REGISTER HIGHEST CAGR FROM 2023 TO 2028
  • FIGURE 54 ASIA PACIFIC TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 55 CUT-TO-LENGTH (CTL) TECHNOLOGY TO CAPTURE LARGEST SHARE OF PRECISION FORESTRY MARKET FROM 2023 TO 2028
  • FIGURE 56 ORCHID FARMING SEGMENT TO REGISTER HIGHEST CAGR FROM 2023 TO 2028
  • FIGURE 57 MARKET, BY OFFERING
  • FIGURE 58 SERVICES SEGMENT TO WITNESS HIGHEST CAGR FROM 2023 TO 2028
  • FIGURE 59 DRONES TO ACCOUNT FOR LARGEST SHARE OF AUTOMATION AND CONTROL SYSTEMS MARKET FROM 2023 TO 2028
  • FIGURE 60 RFID TAGS AND READERS TO CAPTURE LARGEST SHARE OF LIVESTOCK MONITORING HARDWARE MARKET DURING FORECAST PERIOD
  • FIGURE 61 HARDWARE SEGMENT TO LEAD PRECISION FORESTRY APPLICATIONS IN MARKET IN 2023
  • FIGURE 62 MONITORING DEVICES TO LEAD PRECISION AQUACULTURE HARDWARE MARKET FROM 2023 TO 2028
  • FIGURE 63 MARKET, BY FARM SIZE
  • FIGURE 64 MEDIUM-SIZED FARMS TO CAPTURE LARGEST SHARE OF MARKET DURING FORECASAT PERIOD
  • FIGURE 65 AMERICAS EXPECTED TO LEAD MARKET FOR LARGE FARMS FROM 2023 TO 2028
  • FIGURE 66 ASIA PACIFIC TO REGISTER FASTEST GROWTH RATE FOR MEDIUM-SIZED FARMS FROM 2023 TO 2028
  • FIGURE 67 AMERICAS TO LEAD MARKET FOR SMALL FARMS DURING FORECAST PERIOD
  • FIGURE 68 SMART AGRICULTURE MARKET, BY APPLICATION
  • FIGURE 69 PRECISION FARMING SEGMENT TO ACCOUNT FOR LARGEST SHARE OF MARKET IN 2023
  • FIGURE 70 YIELD MONITORING SEGMENT TO LEAD MARKET FOR PRECISION FARMING APPLICATIONS FROM 2023 TO 2028
  • FIGURE 71 BREEDING MANAGEMENT SEGMENT OF LIVESTOCK MONITORING TO CAPTURE LARGEST MARKET SHARE DURING FORECAST PERIOD
  • FIGURE 72 FEEDING MANAGEMENT TO LEAD PRECISION AQUACULTURE MARKET FROM 2023 TO 2028
  • FIGURE 73 HVAC MANAGEMENT TO CAPTURE LARGEST SHARE OF SMART GREENHOUSE MARKET
  • FIGURE 74 REGIONAL CLASSIFICATION OF MARKET
  • FIGURE 75 ASIA PACIFIC TO WITNESS HIGHEST CAGR IN MARKET DURING FORECAST PERIOD
  • FIGURE 76 AMERICAS: MARKET SNAPSHOT
  • FIGURE 77 US TO ACCOUNT FOR LARGEST SHARE OF MARKET IN 2023
  • FIGURE 78 BRAZIL TO CAPTURE LARGEST MARKET SHARE IN 2023
  • FIGURE 79 EUROPE: MARKET SNAPSHOT
  • FIGURE 80 GERMANY TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
  • FIGURE 81 ASIA PACIFIC: SMART AGRICULTURE MARKET SNAPSHOT
  • FIGURE 82 CHINA TO REGISTER HIGHEST CAGR IN MARKET DURING FORECAST PERIOD
  • FIGURE 83 MARKET SHARE ANALYSIS OF TOP FIVE PLAYERS IN MARKET, 2022
  • FIGURE 84 FIVE-YEAR REVENUE ANALYSIS OF TOP FOUR PLAYERS IN MARKET, 2018–2022
  • FIGURE 85 COMPANY EVALUATION QUADRANT, 2022
  • FIGURE 86 STARTUPS/SMES EVALUATION QUADRANT, 2022
  • FIGURE 87 DEERE & COMPANY: COMPANY SNAPSHOT
  • FIGURE 88 TRIMBLE INC.: COMPANY SNAPSHOT
  • FIGURE 89 AGCO CORPORATION: COMPANY SNAPSHOT
  • FIGURE 90 DELAVAL: COMPANY SNAPSHOT
  • FIGURE 91 AKVA GROUP: COMPANY SNAPSHOT
  • FIGURE 92 HELIOSPECTRA AB: COMPANY SNAPSHOT

 

The study involved four major activities in estimating the size of the smart agriculture market. Exhaustive secondary research was done to collect information on the market. The next step was to validate these findings, assumptions, and sizing with smart agriculture industry experts across the supply chain through primary research. Both top-down and bottom-up approaches were employed to estimate the total market’s size. After that, market breakdown and data triangulation were used to determine the market sizes of segments and sub-segments.

Secondary Research

In the secondary research process, various secondary sources have been referred to identify and collect information relevant to this study. The secondary sources include annual reports, press releases, and investor presentations of companies; white papers, certified publications, and articles from recognized authors; directories; and databases. Secondary research has been mainly conducted to obtain key information about the industry's supply chain, value chain of the market, the total pool of key players, market classification and segmentation according to smart agriculture industry trends, geographic markets, and key developments from both market- and technology-oriented perspectives.

Primary Research

Extensive primary research has been conducted after understanding and analyzing the smart agriculture market scenario through secondary research. Several primary interviews have been conducted with key opinion leaders from both the demand- and supply-side vendors across four major regions—Americas, Europe, Asia Pacific, and Rest of the World (Russia, the Middle East, and Africa). Approximately 25% of the primary interviews have been conducted with the demand side and 75% with the supply side. This primary data has been collected mainly through telephonic interviews, which consists 80% of total primary interviews; however, questionnaires and e-mails have also been used to collect the data.

After interacting with smart agriculture industry experts, brief sessions were conducted with highly experienced independent consultants to reinforce the findings from our primaries. This, along with the in-house subject matter experts’ opinions, has led us to the findings as described in the remainder of this report.

Smart Agriculture Market Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

The bottom-up approach has been employed to determine the overall size of the smart agriculture market from the cost incurred by key players and their revenue contribution to the market. The global market size has been validated through primary interviews with smart agriculture industry stakeholders and subject matter experts.

  • Entities in the smart agriculture value chain that influence the entire smart agriculture industry were identified
  • Analyzing all major companies offering smart agriculture solutions and related services
  • Estimating the market for smart agriculture by offering, agriculture type, farm size, and application
  • Tracking the ongoing and upcoming developments in smart agriculture applications and forecasting the market based on these developments and other critical parameters
  • Undertaking multiple discussions with key opinion leaders to understand the implementation of smart agriculture solutions and their services, which helped analyze the impact of developments undertaken by each major company to increase their share in the smart agriculture market
  • Verifying and crosschecking estimates at every level with key opinion leaders, including chief executive officers (CEOs), directors, and operation managers, and then finally with the domain experts at MarketsandMarkets
  • Studying various paid and unpaid sources of information such as annual reports, press releases, white papers, and databases for the company- and region-specific developments undertaken in the smart agriculture market

Smart Agriculture Market Size, and Bottom-Up Approach

In the top-down approach, the overall market size has been used to estimate the size of the individual markets (mentioned in the market segmentation) through percentage splits obtained from the secondary and primary research processes.

  • Focusing initially on the investments and expenditures undertaken in the ecosystem of smart agriculture; the further split is provided on the basis of new installations, upgrades of smart agriculture products and solutions, and key developments in key market areas
  • Identifying key players in the smart agriculture market based on smart agriculture hardware, services, and software solutions as well as their applications and verifying the findings through secondary research and brief discussions with smart agriculture industry experts.
  • Analyzing revenues, product mix, geographic presence, and key end-use applications of smart agriculture to estimate and arrive at the percentage splits
  • Discussing these splits with smart agriculture industry experts to validate the information and identify key growth pockets across all major segments
  • Breaking down the total market based on verified splits and key growth pockets across all segments

Smart Agriculture Market Size, and Top-Down Approach

Data Triangulation

After arriving at the overall size of the smart agriculture market through the process explained above, the total market has been split into several segments and sub-segments. Market breakdown and data triangulation procedures have been employed, wherever applicable, to complete the overall market engineering process and arrive at the exact statistics for all segments and sub-segments. The data has been triangulated by studying various factors and trends from the demand and supply sides. The market has also been validated using the top-down and bottom-up approaches.

Report Objectives:

  • To define, describe, segment, and forecast the smart agriculture market, by agriculture type, offering, application, farm size, and region, in terms of value
  • To describe and forecast the smart agriculture market in four key regions: Americas, Europe, Asia Pacific (APAC), and Rest of the World (RoW), in terms of value
  • To forecast the smart agriculture market for RFID tags used for livestock monitoring applications, in terms of volume
  • To provide detailed information regarding the drivers, restraints, opportunities, and challenges influencing the growth of the smart agriculture market
  • To study the complete supply chain of the smart agriculture market and provide detailed information regarding Porter's five forces, technology trends, product pricing trade, use cases, and import and export trends pertaining to the smart agriculture market
  • To provide a detailed impact of the recession on the global smart agriculture market
  • To analyze opportunities in the market for stakeholders by identifying high-growth segments of the smart agriculture ecosystem
  • To strategically profile the key players and comprehensively analyze their market position in terms of ranking and core competencies2, along with detailing the competitive landscape of the market
  • To analyze micromarkets1 with respect to individual growth trends, prospects, and contributions to the overall market
  • To analyze strategic approaches, such as product launches, contracts, agreements, alliances, collaborations, joint ventures, partnerships, expansions, investments, and acquisitions, in the market

Available Customizations:

With the given market data, MarketsandMarkets offers customizations according to the company’s specific needs. The following customization options are available for the report:

  • Detailed analysis and profiling of additional market players based on various blocks of the supply chain
Custom Market Research Services

We will customize the research for you, in case the report listed above does not meet with your exact requirements. Our custom research will comprehensively cover the business information you require to help you arrive at strategic and profitable business decisions.

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Report Code
SE 4043
Published ON
Mar, 2023
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