Smart Agriculture Market Size, Share, Trends, Growth Outlook

The Global Smart Agriculture Market Size is estimated to register 13.5% growth over the forecast period from 2024 to 2030.

 

The market growth is driven by an increasing Consumers who are becoming increasingly conscious of the environmental and social impacts of food production. This shift in consumer preferences is driving demand for sustainably produced agricultural products. Smart agriculture technologies that promote sustainable farming practices, such as organic farming techniques, integrated pest management, and soil health monitoring, are gaining traction in the market. Farmers are adopting these technologies to meet consumer demand, improve the quality of their products, and differentiate themselves in the market. Leading Companies focusing on the Expansion of Robotics and Automation, Emphasis on Sustainability and Circular Economy, and others to boost market shares in the industry.

 

Smart Agriculture Market Overview

The smart agriculture market encompasses a range of advanced technologies aimed at optimizing agricultural production, including IoT sensors, data analytics, precision agriculture solutions, automation, and farm management software. By leveraging these technologies, farmers can monitor environmental conditions in real-time, analyze data to make informed decisions, and precisely manage inputs such as water and fertilizers. Automation and robotics help address labor shortages and reduce operational costs, while vertical farming and controlled environment agriculture enable year-round production in urban areas. Overall, the smart agriculture market is driven by the need to increase productivity, sustainability, and profitability in the face of global food demand and environmental challenges.

 

Smart Agriculture Market Dynamics

Smart Agriculture Market Trends- The Smart Agriculture market leverages the power of IoT integration to transform cultivation practices.

The incorporation of IoT technology into the smart agriculture sector has transformed farming methods, providing farmers with unparalleled precision and efficiency in managing their operations. By deploying IoT sensors and devices across fields, farmers can gather instantaneous data on essential variables like soil moisture, temperature fluctuations, crop health metrics, and environmental factors. Armed with this extensive data, farmers can make well-informed decisions, streamline resource distribution, and boost crop productivity while reducing waste. Through the utilization of IoT integration, smart agriculture solutions pave the way for sustainable and eco-friendly farming practices, guaranteeing the continued sustainability of agricultural production amidst the evolving global landscape.

 

Smart Agriculture Market Driver- The smart agriculture market, driven by precision agriculture technologies, is experiencing significant growth.

Driven by precision agriculture technologies, the smart agriculture market is undergoing substantial growth as farmers increasingly embrace advanced solutions to streamline their operations. Through precision agriculture techniques like IoT sensors, drones, and data analytics, farmers gain unprecedented precision and efficiency in monitoring and managing their fields. This precision extends to managing crucial inputs such as water, fertilizers, and pesticides, enabling farmers to optimize yields while reducing waste and environmental impact. Moreover, the integration of AI and machine learning algorithms empowers precision agriculture systems with predictive analytics and real-time decision-making capabilities, further bolstering productivity and sustainability. Consequently, the smart agriculture market is poised for sustained expansion as farmers recognize the transformative potential of technology-driven solutions in addressing the complexities of modern agriculture.

 

Smart Agriculture Market Opportunity- The smart agriculture market offers solutions to help farmers build resilience against climate change.

The smart agriculture market offers solutions such as remote sensing technology, precision irrigation systems, climate-resilient crop varieties, data-driven decision-making, predictive analytics for pest and disease management, carbon farming practices, farm management software, and collaborative platforms to help farmers build resilience against climate change. By leveraging advanced technologies and data-driven approaches, farmers can optimize resource usage, mitigate climate-related risks, and ensure sustainable food production in the face of changing environmental conditions.

 

Market Share Analysis- Hardware Smart Agriculture Market will register the fastest growth

The Global Smart Agriculture Market is analyzed across hardware, software, services, and others. Hardware is poised to register the fastest growth. The hardware smart agriculture market comprises technologies like sensors, drones, precision irrigation systems, and autonomous machinery, enabling farmers to monitor crops, soil, and weather accurately. By integrating these solutions, farmers can make data-driven decisions, reduce resource waste, and enhance productivity, promoting sustainable and resilient agricultural practices amidst evolving environmental challenges.

 

Market Share Analysis- Precision Farming held a significant market share in 2024

The Global Smart Agriculture Market is analyzed across various agriculture types including Precision Farming, Livestock Monitoring, Precision Aquaculture, Precision Forestry, Smart Greenhouse, and others. Of these, Precision Farming held a significant market share in 2024. Precision farming is a core aspect of the smart agriculture market, employing advanced technologies like sensors and data analytics to enhance crop production efficiency. By utilizing precision techniques, farmers can optimize resource usage while maximizing yields, contributing to sustainability and resilience in agriculture. The smart agriculture market encompasses various technologies and solutions aimed at improving farming practices, addressing challenges like climate change and food security, and ultimately advancing the agricultural sector.

Smart Agriculture Market Segmentation

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

 

By Agriculture Type

• Precision Farming
• Livestock Monitoring
• Precision Aquaculture

• Smart feeding systems
• Monitoring and control systems
• Underwater remotely operated vehicles

• Precision Forestry
• Smart Greenhouse
• Others

 

By Farm Size

• Small Farms
• Medium Farms
• Large Farms

 

By 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

By Region

• North America (United States, Canada, Mexico)
• Europe (Germany, France, United Kingdom, Spain, Italy, Others)
• Asia Pacific (China, India, Japan, South Korea, Australia, and Others)
• Latin America (Brazil, Argentina, Others)
• Middle East and Africa (Saudi Arabia, UAE, Kuwait, Other Middle East, South Africa, Nigeria, Other Africa)

 

Smart Agriculture Market Companies

• Raven Industries
• Topcon Positioning System
• AgJunction Inc
• AgEagle Aerial Systems Inc
• Autonomous Solutions Inc
• Argus Control Systems Ltd
• BouMatic Robotic B.V
• CropMetrics
• CLAAS KGaA mbH
• CropZilla
• Deere & Company
• DICKEY-john
• Ag Leader Technology
• AgJunction Inc
• AGCO Corporation
• DeLaval Inc
• Farmers Edge Inc
• Grownetics Inc
• Gamaya
• Trimble Inc
• Granular Inc
• DroneDeploy
• GEA Group Aktiengesellschaft

*List not exhaustive

Smart Agriculture Market Outlook 2024

1 Market Overview

1.1 Introduction to the Smart Agriculture Market

1.2 Scope of the Study

1.3 Research Objective

1.3.1 Key Market Scope and Segments

1.3.2 Players Covered

1.3.3 Years Considered

 

2 Executive Summary

2.1 2024 Smart Agriculture Industry- Market Statistics

3 Market Dynamics

3.1 Market Drivers

3.2 Market Challenges

3.3 Market Opportunities

3.4 Market Trends

 

4 Market Factor Analysis

4.1 Porter’s Five Forces

4.2 Market Entropy

4.2.1 Global Smart Agriculture Market Companies with Area Served

4.2.2 Products Offerings Global Smart Agriculture Market

 

5 Recession Impact Analysis and Outlook Scenarios

5.1.1 Recission Impact Analysis

5.1.2 Market Growth Scenario- Base Case

5.1.3 Market Growth Scenario- Reference Case

5.1.4 Market Growth Scenario- High Case

 

6 Global Smart Agriculture Market Trends

6.1 Global Smart Agriculture Revenue (USD Million) and CAGR (%) by Type (2018-2032)

6.2 Global Smart Agriculture Revenue (USD Million) and CAGR (%) by Applications (2018-2032)

6.3 Global Smart Agriculture Revenue (USD Million) and CAGR (%) by Regions (2018-2032)

 

7 Global Smart Agriculture Market Revenue (USD Million) by Type, and Applications (2018-2023)

7.1 Global Smart Agriculture Revenue (USD Million) by Type (2018-2023)

7.1.1 Global Smart Agriculture Revenue (USD Million), Market Share (%) by Type (2018-2023)

7.2 Global Smart Agriculture Revenue (USD Million) by Applications (2018-2023)

7.2.1 Global Smart Agriculture Revenue (USD Million), Market Share (%) by Applications (2018-2023)

 

8 Global Smart Agriculture Development Regional Status and Outlook

8.1 Global Smart Agriculture Revenue (USD Million) By Regions (2018-2023)

8.2 North America Smart Agriculture Revenue (USD Million) by Type, and Application (2018-2023)

8.2.1 North America Smart Agriculture Revenue (USD Million) by Country (2018-2023)

8.2.2 North America Smart Agriculture Revenue (USD Million) by Type (2018-2023)

8.2.3 North America Smart Agriculture Revenue (USD Million) by Applications (2018-2023)

8.3 Europe Smart Agriculture Revenue (USD Million), by Type, and Applications (USD Million) (2018-2023)

8.3.1 Europe Smart Agriculture Revenue (USD Million), by Country (2018-2023)

8.3.2 Europe Smart Agriculture Revenue (USD Million) by Type (2018-2023)

8.3.3 Europe Smart Agriculture Revenue (USD Million) by Applications (2018-2023)

8.4 Asia Pacific Smart Agriculture Revenue (USD Million), and Revenue (USD Million) by Type, and Applications (2018-2023)

8.4.1 Asia Pacific Smart Agriculture Revenue (USD Million) by Country (2018-2023)

8.4.2 Asia Pacific Smart Agriculture Revenue (USD Million) by Type (2018-2023)

8.4.3 Asia Pacific Smart Agriculture Revenue (USD Million) by Applications (2018-2023)

8.5 South America Smart Agriculture Revenue (USD Million), by Type, and Applications (2018-2023)

8.5.1 South America Smart Agriculture Revenue (USD Million), by Country (2018-2023)

8.5.2 South America Smart Agriculture Revenue (USD Million) by Type (2018-2023)

8.5.3 South America Smart Agriculture Revenue (USD Million) by Applications (2018-2023)

8.6 Middle East and Africa Smart Agriculture Revenue (USD Million), by Type, Technology, Application, Thickness (2018-2023)

8.6.1 Middle East and Africa Smart Agriculture Revenue (USD Million) by Country (2018-2023)

8.6.2 Middle East and Africa Smart Agriculture Revenue (USD Million) by Type (2018-2023)

8.6.3 Middle East and Africa Smart Agriculture Revenue (USD Million) by Applications (2018-2023)

 

9 Company Profiles

 

10 Global Smart Agriculture Market Revenue (USD Million), by Type, and Applications (2024-2032)

10.1 Global Smart Agriculture Revenue (USD Million) and Market Share (%) by Type (2024-2032)

10.1.1 Global Smart Agriculture Revenue (USD Million), and Market Share (%) by Type (2024-2032)

10.2 Global Smart Agriculture Revenue (USD Million) and Market Share (%) by Applications (2024-2032)

10.2.1 Global Smart Agriculture Revenue (USD Million), and Market Share (%) by Applications (2024-2032)

 

11 Global Smart Agriculture Development Regional Status and Outlook Forecast

11.1 Global Smart Agriculture Revenue (USD Million) By Regions (2024-2032)

11.2 North America Smart Agriculture Revenue (USD Million) by Type, and Applications (2024-2032)

11.2.1 North America Smart Agriculture Revenue (USD) Million by Country (2024-2032)

11.2.2 North America Smart Agriculture Revenue (USD Million), by Type (2024-2032)

11.2.3 North America Smart Agriculture Revenue (USD Million), Market Share (%) by Applications (2024-2032)

11.3 Europe Smart Agriculture Revenue (USD Million), by Type, and Applications (2024-2032)

11.3.1 Europe Smart Agriculture Revenue (USD Million), by Country (2024-2032)

11.3.2 Europe Smart Agriculture Revenue (USD Million), by Type (2024-2032)

11.3.3 Europe Smart Agriculture Revenue (USD Million), by Applications (2024-2032)

11.4 Asia Pacific Smart Agriculture Revenue (USD Million) by Type, and Applications (2024-2032)

11.4.1 Asia Pacific Smart Agriculture Revenue (USD Million), by Country (2024-2032)

11.4.2 Asia Pacific Smart Agriculture Revenue (USD Million), by Type (2024-2032)

11.4.3 Asia Pacific Smart Agriculture Revenue (USD Million), by Applications (2024-2032)

11.5 South America Smart Agriculture Revenue (USD Million), by Type, and Applications (2024-2032)

11.5.1 South America Smart Agriculture Revenue (USD Million), by Country (2024-2032)

11.5.2 South America Smart Agriculture Revenue (USD Million), by Type (2024-2032)

11.5.3 South America Smart Agriculture Revenue (USD Million), by Applications (2024-2032)

11.6 Middle East and Africa Smart Agriculture Revenue (USD Million), by Type, and Applications (2024-2032)

11.6.1 Middle East and Africa Smart Agriculture Revenue (USD Million), by region (2024-2032)

11.6.2 Middle East and Africa Smart Agriculture Revenue (USD Million), by Type (2024-2032)

11.6.3 Middle East and Africa Smart Agriculture Revenue (USD Million), by Applications (2024-2032)

 

12 Methodology and Data Sources

12.1 Methodology/Research Approach

12.1.1 Research Programs/Design

12.1.2 Market Size Estimation

12.1.3 Market Breakdown and Data Triangulation

12.2 Data Sources

12.2.1 Secondary Sources

12.2.2 Primary Sources

12.3 Disclaimer

 

List of Tables

Table 1 Market Segmentation Analysis

Table 2 Global Smart Agriculture Market Companies with Areas Served

Table 3 Products Offerings Global Smart Agriculture Market

Table 4 Low Growth Scenario Forecasts

Table 5 Reference Case Growth Scenario

Table 6 High Growth Case Scenario

Table 7 Global Smart Agriculture Revenue (USD Million) And CAGR (%) By Type (2018-2032)

Table 8 Global Smart Agriculture Revenue (USD Million) And CAGR (%) By Applications (2018-2032)

Table 9 Global Smart Agriculture Revenue (USD Million) And CAGR (%) By Regions (2018-2032)

Table 10 Global Smart Agriculture Revenue (USD Million) By Type (2018-2023)

Table 11 Global Smart Agriculture Revenue Market Share (%) By Type (2018-2023)

Table 12 Global Smart Agriculture Revenue (USD Million) By Applications (2018-2023)

Table 13 Global Smart Agriculture Revenue Market Share (%) By Applications (2018-2023)

Table 14 Global Smart Agriculture Market Revenue (USD Million) By Regions (2018-2023)

Table 15 Global Smart Agriculture Market Share (%) By Regions (2018-2023)

Table 16 North America Smart Agriculture Revenue (USD Million) By Country (2018-2023)

Table 17 North America Smart Agriculture Revenue (USD Million) By Type (2018-2023)

Table 18 North America Smart Agriculture Revenue (USD Million) By Applications (2018-2023)

Table 19 Europe Smart Agriculture Revenue (USD Million) By Country (2018-2023)

Table 20 Europe Smart Agriculture Revenue (USD Million) By Type (2018-2023)

Table 21 Europe Smart Agriculture Revenue (USD Million) By Applications (2018-2023)

Table 22 Asia Pacific Smart Agriculture Revenue (USD Million) By Country (2018-2023)

Table 23 Asia Pacific Smart Agriculture Revenue (USD Million) By Type (2018-2023)

Table 24 Asia Pacific Smart Agriculture Revenue (USD Million) By Applications (2018-2023)

Table 25 South America Smart Agriculture Revenue (USD Million) By Country (2018-2023)

Table 26 South America Smart Agriculture Revenue (USD Million) By Type (2018-2023)

Table 27 South America Smart Agriculture Revenue (USD Million) By Applications (2018-2023)

Table 28 Middle East and Africa Smart Agriculture Revenue (USD Million) By Region (2018-2023)

Table 29 Middle East and Africa Smart Agriculture Revenue (USD Million) By Type (2018-2023)

Table 30 Middle East and Africa Smart Agriculture Revenue (USD Million) By Applications (2018-2023)

Table 31 Financial Analysis

Table 32 Global Smart Agriculture Revenue (USD Million) By Type (2024-2032)

Table 33 Global Smart Agriculture Revenue Market Share (%) By Type (2024-2032)

Table 34 Global Smart Agriculture Revenue (USD Million) By Applications (2024-2032)

Table 35 Global Smart Agriculture Revenue Market Share (%) By Applications (2024-2032)

Table 36 Global Smart Agriculture Market Revenue (USD Million), And Revenue (USD Million) By Regions (2024-2032)

Table 37 North America Smart Agriculture Revenue (USD)By Country (2024-2032)

Table 38 North America Smart Agriculture Revenue (USD Million) By Type (2024-2032)

Table 39 North America Smart Agriculture Revenue (USD Million) By Applications (2024-2032)

Table 40 Europe Smart Agriculture Revenue (USD Million) By Country (2024-2032)

Table 41 Europe Smart Agriculture Revenue (USD Million) By Type (2024-2032)

Table 42 Europe Smart Agriculture Revenue (USD Million) By Applications (2024-2032)

Table 43 Asia Pacific Smart Agriculture Revenue (USD Million) By Country (2024-2032)

Table 44 Asia Pacific Smart Agriculture Revenue (USD Million) By Type (2024-2032)

Table 45 Asia Pacific Smart Agriculture Revenue (USD Million) By Applications (2024-2032)

Table 46 South America Smart Agriculture Revenue (USD Million) By Country (2024-2032)

Table 47 South America Smart Agriculture Revenue (USD Million) By Type (2024-2032)

Table 48 South America Smart Agriculture Revenue (USD Million) By Applications (2024-2032)

Table 49 Middle East and Africa Smart Agriculture Revenue (USD Million) By Region (2024-2032)

Table 50 Middle East and Africa Smart Agriculture Revenue (USD Million) By Region (2024-2032)

Table 51 Middle East and Africa Smart Agriculture Revenue (USD Million) By Type (2024-2032)

Table 52 Middle East and Africa Smart Agriculture Revenue (USD Million) By Applications (2024-2032)

Table 53 Research Programs/Design for This Report

Table 54 Key Data Information from Secondary Sources

Table 55 Key Data Information from Primary Sources

 

List of Figures

Figure 1 Market Scope

Figure 2 Porter’s Five Forces

Figure 3 Global Smart Agriculture Revenue (USD Million) By Type (2018-2023)

Figure 4 Global Smart Agriculture Revenue Market Share (%) By Type (2023)

Figure 5 Global Smart Agriculture Revenue (USD Million) By Applications (2018-2023)

Figure 6 Global Smart Agriculture Revenue Market Share (%) By Applications (2023)

Figure 7 Global Smart Agriculture Market Revenue (USD Million) By Regions (2018-2023)

Figure 8 Global Smart Agriculture Market Share (%) By Regions (2023)

Figure 9 North America Smart Agriculture Revenue (USD Million) By Country (2018-2023)

Figure 10 North America Smart Agriculture Revenue (USD Million) By Type (2018-2023)

Figure 11 North America Smart Agriculture Revenue (USD Million) By Applications (2018-2023)

Figure 12 Europe Smart Agriculture Revenue (USD Million) By Country (2018-2023)

Figure 13 Europe Smart Agriculture Revenue (USD Million) By Type (2018-2023)

Figure 14 Europe Smart Agriculture Revenue (USD Million) By Applications (2018-2023)

Figure 15 Asia Pacific Smart Agriculture Revenue (USD Million) By Country (2018-2023)

Figure 16 Asia Pacific Smart Agriculture Revenue (USD Million) By Type (2018-2023)

Figure 17 Asia Pacific Smart Agriculture Revenue (USD Million) By Applications (2018-2023)

Figure 18 South America Smart Agriculture Revenue (USD Million) By Country (2018-2023)

Figure 19 South America Smart Agriculture Revenue (USD Million) By Type (2018-2023)

Figure 20 South America Smart Agriculture Revenue (USD Million) By Applications (2018-2023)

Figure 21 Middle East and Africa Smart Agriculture Revenue (USD Million) By Region (2018-2023)

Figure 22 Middle East and Africa Smart Agriculture Revenue (USD Million) By Type (2018-2023)

Figure 23 Middle East and Africa Smart Agriculture Revenue (USD Million) By Applications (2018-2023)

Figure 24 Global Smart Agriculture Revenue (USD Million) By Type (2024-2032)

Figure 25 Global Smart Agriculture Revenue Market Share (%) By Type (2030)

Figure 26 Global Smart Agriculture Revenue (USD Million) By Applications (2024-2032)

Figure 27 Global Smart Agriculture Revenue Market Share (%) By Applications (2030)

Figure 28 Global Smart Agriculture Market Revenue (USD Million) By Regions (2024-2032)

Figure 29 North America Smart Agriculture Revenue (USD Million) By Country (2024-2032)

Figure 30 North America Smart Agriculture Revenue (USD Million) By Type (2024-2032)

Figure 31 North America Smart Agriculture Revenue (USD Million) By Applications (2024-2032)

Figure 32 Europe Smart Agriculture Revenue (USD Million) By Country (2024-2032)

Figure 33 Europe Smart Agriculture Revenue (USD Million) By Type (2024-2032)

Figure 34 Europe Smart Agriculture Revenue (USD Million) By Applications (2024-2032)

Figure 35 Asia Pacific Smart Agriculture Revenue (USD Million) By Country (2024-2032)

Figure 36 Asia Pacific Smart Agriculture Revenue (USD Million) By Type (2024-2032)

Figure 37 Asia Pacific Smart Agriculture Revenue (USD Million) By Applications (2024-2032)

Figure 38 South America Smart Agriculture Revenue (USD Million) By Country (2024-2032)

Figure 39 South America Smart Agriculture Revenue (USD Million) By Type (2024-2032)

Figure 40 South America Smart Agriculture Revenue (USD Million) By Applications (2024-2032)

Figure 41 Middle East and Africa Smart Agriculture Revenue (USD Million) By Region (2024-2032)

Figure 42 Middle East and Africa Smart Agriculture Revenue (USD Million) By Region (2024-2032)

Figure 43 Middle East and Africa Smart Agriculture Revenue (USD Million) By Type (2024-2032)

Figure 44 Middle East and Africa Smart Agriculture Revenue (USD Million) By Applications (2024-2032)

Figure 45 Bottom-Up and Top-Down Approaches for This Report

Figure 46 Data Triangulation

Smart Agriculture Market Segmentation

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

 

By Agriculture Type

• Precision Farming
• Livestock Monitoring
• Precision Aquaculture

• Smart feeding systems
• Monitoring and control systems
• Underwater remotely operated vehicles

• Precision Forestry
• Smart Greenhouse
• Others

 

By Farm Size

• Small Farms
• Medium Farms
• Large Farms

 

By 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

By Region

• North America (United States, Canada, Mexico)
• Europe (Germany, France, United Kingdom, Spain, Italy, Others)
• Asia Pacific (China, India, Japan, South Korea, Australia, and Others)
• Latin America (Brazil, Argentina, Others)
• Middle East and Africa (Saudi Arabia, UAE, Kuwait, Other Middle East, South Africa, Nigeria, Other Africa)