Agriculture 4.0 Market Size, Share & Trends Analysis Report By Component (Hardware, Software, Services), Application, End-use (Agro-forestry, Livestock, Fishing, Aquaculture), By Region, And Segment Forecasts, 2024 - 2030

Agriculture 4.0 Market Size, Share & Trends Analysis Report By Component (Hardware, Software, Services), Application, End-use (Agro-forestry, Livestock, Fishing, Aquaculture), By Region, And Segment Forecasts, 2024 - 2030


Agriculture 4.0 Market Size & Trends

The global agriculture 4.0 market was estimated at USD 67.73 billion in 2023 and is projected to grow at a CAGR of 11.6% from 2024 to 2030. Agriculture 4.0, a subset of the broader Internet of Things (IoT) revolution, represents the convergence of agriculture and advanced technologies. It involves the application of data-driven technologies, such as artificial intelligence (AI), machine learning, robotics, and sensors, to optimize agricultural processes and improve overall efficiency, sustainability, and profitability.

The market is a dynamic and rapidly evolving field that leverages technology to transform agricultural practices. At its core, Agriculture 4.0 encompasses a wide range of tools and solutions that empower farmers to make data-driven decisions and optimize their operations. Key components of the global market include hardware, software, and services.

Hardware plays a crucial role in collecting and transmitting valuable data. Sensors, drones, robots, and other physical devices are deployed across farms to monitor various aspects of agricultural production, such as soil moisture, crop health, and weather conditions. This data serves as the foundation for informed decision-making. Software platforms and applications are essential for processing, analyzing, and visualizing the data collected by hardware. These tools enable farmers to gain insights into their operations, identify trends, and make predictions. Advanced analytics capabilities, including artificial intelligence and machine learning, can further enhance the value of this data. Services are another critical component of the global market. Consulting firms, system integrators, and technology providers offer expertise in implementing and managing agriculture 4.0 solutions. These services help farmers navigate the complexities of adopting new technologies and ensure that they are maximizing their benefits.

The agricultural industry is undergoing a significant transformation, driven by technological advancements. Precision agriculture, smart farming, robotics, AI, and data analytics are reshaping the way farming is done. Precision agriculture optimizes resource use, reducing waste and improving yields. Smart farms create controlled environments for crop production, enhancing quality and efficiency. Robotics and automation automate labor-intensive tasks, addressing labor shortages and improving safety. AI and machine learning analyze vast amounts of data, providing valuable insights and enabling data-driven decision-making. Data analytics helps farmers optimize operations, manage resources effectively, and increase profitability.

The growth and development of the market are significantly influenced by a complex regulatory landscape. Data privacy, environmental regulations, and government policies all play crucial roles in shaping the industry. Data privacy and security regulations are essential to protect sensitive agricultural data. Ensuring the confidentiality and integrity of this data is crucial for maintaining trust and protecting valuable information. Environmental regulations, such as those related to pesticide use and water conservation, influence the adoption of technologies that prioritize sustainability. Government subsidies and policies can support the economic viability of agriculture 4.0 technologies by offsetting costs and making them more accessible to farmers.

The global market, while facing challenges, offers a wealth of opportunities for growth, innovation, and positive impact. One significant opportunity lies in improved sustainability. Precision agriculture and other technologies can help reduce the environmental footprint of agriculture by optimizing resource use, minimizing waste, and promoting sustainable practices. Another opportunity is enhanced food safety. Blockchain and IoT can improve food traceability, ensuring consumer confidence in the safety and quality of products. Agriculture 4.0 can also improve operational efficiency, reduce costs, and increase yields, leading to increased profitability and improved livelihoods for farmers. In addition, it can create new jobs and economic opportunities in rural areas. The market offers ample opportunities for innovation and entrepreneurship. The development of new products, services, and business models can address the challenges and seize the opportunities presented by agriculture 4.0.

Global Agriculture 4.0 Market Report Segmentation

The report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2017 to 2030. For this study, Grand View Research has segmented the agriculture 4.0 market based on component, application, end-use, and region.
  • Component Outlook (Revenue, USD Billion, 2017 - 2030)
  • Hardware
  • Livestock Monitoring Hardware
  • RFID Tags and Readers
  • Sensors
  • Control Systems
  • GPS
  • Others (Drones)
  • Agriculture Hardware
  • Automation and Control Systems
  • Sensing and Monitoring Devices
  • Forestry Hardware
  • Harvesters & Forwarders
  • UAVs/ Drones
  • GPS
  • Cameras
  • RFID and Sensors
  • Variable Rate Controllers
  • Others
  • Fish Farm Hardware
  • GPS/ GNSS
  • Sensors
  • Others
  • Greenhouse Farming Hardware
  • Combined Heat and Power Systems (CHPs)
  • Cooling Systems
  • Automated Irrigation Systems
  • pH Sensors
  • Software
  • Services
  • Application Outlook (Revenue, USD Billion, 2017 - 2030)
  • Farming
  • Crop Health Assessment
  • Crop Monitoring and Spraying
  • Planting
  • Soil and Field Analysis
  • Field Mapping
  • Weather Tracking and Forecasting
  • Irrigation Management
  • Inventory Management
  • Farm Labor Management
  • Financial Management
  • Forestry
  • Genetics and Nurseries
  • Silviculture and Fire Management
  • Harvesting Management
  • Inventory and Logistics Management
  • Livestock Monitoring
  • Heat Stress & Fertility Management
  • Milk Harvesting Management
  • Feeding Management
  • Animal Health & Comfort Management
  • Behavior Monitoring Management
  • Others
  • Fish Farm Monitoring
  • Tracking and Fleet Navigation
  • Feeding Management
  • Water Quality Management
  • Others
  • Smart Green House
  • HVAC Management
  • Yield Monitoring
  • Water and Fertilizer Management
  • Lighting Management
  • Others (Aquaculture Farming)
  • End-use Outlook (Revenue, USD Billion, 2017 - 2030)
  • Livestock
  • Agro-forestry
  • Fishing
  • Aquaculture
  • Regional Outlook (Revenue, USD Billion, 2017 - 2030)
  • North America
  • U.S.
  • Canada
  • Mexico
  • Europe
  • Germany
  • UK
  • France
  • Italy
  • Asia Pacific
  • China
  • India
  • Japan
  • Australia
  • South Korea
  • Latin America
  • Brazil
  • Middle East & Africa (MEA)
  • United Arab Emirates (UAE)
  • Kingdom of Saudi Arabia (KSA)
  • South Africa
Please note The report will be delivered in 4-8 business days upon order notification.


Chapter 1. Methodology and Scope
1.1. Market Segmentation & Scope
1.2. Market Definitions
1.3. Information Procurement
1.4. Information Analysis
1.4.1. Market Formulation & Data Visualization
1.4.2. Data Validation & Publishing
1.5. Research Scope and Assumptions
1.6. List of Data Sources
Chapter 2. Executive Summary
2.1. Market Outlook
2.2. Segmental Outlook
2.3. Competitive Landscape Snapshot
Chapter 3. Market Variables, Trends, and Scope
3.1. Market Lineage Outlook
3.2. Industry Value Chain Analysis
3.3. Market Dynamics
3.3.1. Market Driver Impact Analysis
3.3.2. Market Restraint Impact Analysis
3.3.3. Market Opportunity Impact Analysis
3.4. Industry Analysis Tools
3.4.1. Porter’s Analysis
3.4.2. PESTEL Analysis
Chapter 4. Agriculture 4.0 Market: Component Estimates & Trend Analysis
4.1. Component Movement Analysis & Market Share, 2023 & 2030
4.2. Agriculture 4.0 Market Estimates & Forecast, By Component
4.2.1. Hardware
4.2.1.1. Livestock Monitoring Hardware
4.2.1.2. Agriculture Hardware
4.2.1.3. Forestry Hardware
4.2.1.4. Fish Farm Hardware
4.2.1.5. Greenhouse Farming Hardware
4.2.2. Livestock Monitoring Hardware
4.2.2.1. RFID Tags and Readers
4.2.2.2. Sensors
4.2.2.3. Control Systems
4.2.2.4. GPS
4.2.2.5. Others (Drones)
4.2.3. Agriculture Hardware
4.2.3.1. Automation and Control Systems
4.2.3.2. Sensing and Monitoring Devices
4.2.4. Forestry Hardware
4.2.4.1. Harvesters & Forwarders
4.2.4.2. UAVs/ Drones
4.2.4.3. GPS
4.2.4.4. Cameras
4.2.4.5. RFID and Sensors
4.2.4.6. Variable Rate Controllers
4.2.4.7. Others
4.2.5. Fish Farm Hardware
4.2.5.1. GPS/ GNSS
4.2.5.2. Sensors
4.2.5.3. Others
4.2.6. Greenhouse Farming Hardware
4.2.6.1. Combined Heat and Power Systems (CHPs)
4.2.6.2. Cooling Systems
4.2.6.3. Automated Irrigation Systems
4.2.6.4. pH Sensors
4.2.7. Software
4.2.8. Services
Chapter 5. Agriculture 4.0 Market: Application Estimates & Trend Analysis
5.1. Application Movement Analysis & Market Share, 2023 & 2030
5.2. Agriculture 4.0 Market Estimates & Forecast, By Application
5.2.1. Farming
5.2.1.1. Crop Health Assessment
5.2.1.2. Crop Monitoring and Spraying
5.2.1.3. Planting
5.2.1.4. Soil and Field Analysis
5.2.1.5. Field Mapping
5.2.1.6. Weather Tracking and Forecasting
5.2.1.7. Irrigation Management
5.2.1.8. Inventory Management
5.2.1.9. Farm Labor Management
5.2.1.10. Financial Management
5.2.2. Forestry
5.2.2.1. Genetics and Nurseries
5.2.2.2. Silviculture and Fire Management
5.2.2.3. Harvesting Management
5.2.2.4. Inventory and Logistics Management
5.2.3. Livestock Monitoring
5.2.3.1. Heat Stress & Fertility Management
5.2.3.2. Milk Harvesting Management
5.2.3.3. Feeding Management
5.2.3.4. Animal Health & Comfort Management
5.2.3.5. Behavior Monitoring Management
5.2.3.6. Others
5.2.4. Fish Farm Monitoring
5.2.4.1. Tracking and Fleet Navigation
5.2.4.2. Feeding Management
5.2.4.3. Water Quality Management
5.2.4.4. Others
5.2.5. Smart Green House
5.2.5.1. HVAC Management
5.2.5.2. Yield Monitoring
5.2.5.3. Water and Fertilizer Management
5.2.5.4. Lighting Management
5.2.6. Others (Aquaculture Farming)
Chapter 6. Agriculture 4.0 Market: End Use Estimates & Trend Analysis
6.1. End Use Movement Analysis & Market Share, 2023 & 2030
6.2. Agriculture 4.0 Market Estimates & Forecast, By End Use
6.2.1. Livestock
6.2.2. Agro-forestry
6.2.3. Fishing
6.2.4. Aquaculture
Chapter 7. Agriculture 4.0 Market: Regional Estimates & Trend Analysis
7.1. Agriculture 4.0 Market: Regional Outlook
7.2. North America
7.2.1. North America Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.2.2. North America Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.2.3. North America Agriculture 4.0 market estimates & forecasts, By Application, 2017 - 2030 (USD Billion)
7.2.4. North America Agriculture 4.0 market estimates & forecasts, By End Use, 2017 - 2030 (USD Billion)
7.2.5. U.S.
7.2.5.1. U.S. Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.2.5.2. U.S. Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.2.5.3. U.S. Agriculture 4.0 market estimates & forecasts, By Application, 2017 - 2030 (USD Billion)
7.2.5.4. U.S. Agriculture 4.0 market estimates & forecasts, By End Use, 2017 - 2030 (USD Billion)
7.2.6. Canada
7.2.6.1. Canada Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.2.6.2. Canada Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.2.6.3. Canada Agriculture 4.0 market estimates & forecasts, By Application, 2017 - 2030 (USD Billion)
7.2.6.4. Canada Agriculture 4.0 market estimates & forecasts, By End Use, 2017 - 2030 (USD Billion)
7.2.7. Mexico
7.2.7.1. Mexico Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.2.7.2. Mexico Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.2.7.3. Mexico Agriculture 4.0 market estimates & forecasts, By Application, 2017 - 2030 (USD Billion)
7.2.7.4. Mexico Agriculture 4.0 market estimates & forecasts, By End Use, 2017 - 2030 (USD Billion)
7.3. Europe
7.3.1. Europe Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.3.2. Europe Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.3.3. Europe Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.3.4. Europe Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.3.5. Germany
7.3.5.1. Germany Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.3.5.2. Germany Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.3.5.3. Germany Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.3.5.4. Germany Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.3.6. UK
7.3.6.1. UK Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.3.6.2. UK Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.3.6.3. UK Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.3.6.4. UK Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.3.7. France
7.3.7.1. France Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.3.7.2. France Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.3.7.3. France Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.3.7.4. France Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.3.8. Italy
7.3.8.1. Italy Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.3.8.2. Italy Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.3.8.3. Italy Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.3.8.4. Italy Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.3.9. Spain
7.3.9.1. Spain Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.3.9.2. Spain Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.3.9.3. Spain Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.3.9.4. Spain Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.4. Asia Pacific
7.4.1. Asia Pacific Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.4.2. Asia Pacific Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.4.3. Asia Pacific Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.4.4. Asia Pacific Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.4.5. China
7.4.5.1. China Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.4.5.2. China Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.4.5.3. China Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.4.5.4. China Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.4.6. Japan
7.4.6.1. Japan Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.4.6.2. Japan Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.4.6.3. Japan Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.4.6.4. Japan Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.4.7. India
7.4.7.1. India Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.4.7.2. India Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.4.7.3. India Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.4.7.4. India Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.4.8. Australia
7.4.8.1. Australia Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.4.8.2. Australia Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.4.8.3. Australia Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.4.8.4. Australia Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.4.9. South Korea
7.4.9.1. South Korea Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.4.9.2. South Korea Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.4.9.3. South Korea Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.4.9.4. South Korea Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.5. Latin America
7.5.1. Latin America Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.5.2. Latin America Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.5.3. Latin America Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.5.4. Latin America Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.5.5. Brazil
7.5.5.1. Brazil Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.5.5.2. Brazil Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.5.5.3. Brazil Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.5.5.4. Brazil Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.6. Middle East and Africa (MEA)
7.6.1. Middle East and Africa (MEA) Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.6.2. Middle East and Africa (MEA) Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.6.3. Middle East and Africa (MEA) Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.6.4. Middle East and Africa (MEA) Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.6.5. United Arab Emirates (UAE)
7.6.5.1. United Arab Emirates (UAE) Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.6.5.2. United Arab Emirates (UAE) Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.6.5.3. United Arab Emirates (UAE) Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.6.5.4. United Arab Emirates (UAE) Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.6.6. Kingdom of Saudi Arabia (KSA)
7.6.6.1. Kingdom of Saudi Arabia (KSA) Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.6.6.2. Kingdom of Saudi Arabia (KSA) Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.6.6.3. Kingdom of Saudi Arabia (KSA) Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.6.6.4. Kingdom of Saudi Arabia (KSA) Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
7.6.7. South Africa
7.6.7.1. South Africa Agriculture 4.0 market estimates & forecasts, 2017 - 2030 (USD Billion)
7.6.7.2. South Africa Agriculture 4.0 market estimates & forecasts, By Component, 2017 - 2030 (USD Billion)
7.6.7.3. South Africa Agriculture 4.0 market estimates & forecasts, by Application, 2017 - 2030 (USD Billion)
7.6.7.4. South Africa Agriculture 4.0 market estimates & forecasts, by End Use, 2017 - 2030 (USD Billion)
Chapter 8. Competitive Landscape
8.1. Company Categorization
8.2. Financial Performance
8.3. Product Benchmarking
8.4. Company Market Share Analysis, 2023
8.5. Strategy Mapping
8.5.1. Expansion
8.5.2. Collaborations
8.5.3. Mergers & Acquisitions
8.5.4. Product Launches
8.5.5. Partnerships
8.5.6. Others
8.6. Company List
8.6.1. AGCO Corporation
8.6.2. Bayer AG
8.6.3. CNH Industrial
8.6.4. Corteva Agriscience
8.6.5. CropX Inc.
8.6.6. Deere & Company
8.6.7. IBM
8.6.8. Kubota Corporation
8.6.9. Saga Robotics AS
8.6.10. Syngenta Crop Protection AG
8.6.11. Trimble Inc.
8.6.12. Yara International

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