1 Introduction
1.1 Study Objectives
1.2 Market Definition
1.3 Market Scope
1.3.1 Markets Covered
Figure 1 Precision Farming Market: Segmentation
1.3.2 Regional Scope
1.3.3 Inclusions and Exclusions
1.3.4 Years Considered
1.4 Currency Considered
1.5 Stakeholders
1.6 Summary of Changes
1.7 Recession Impact
2 Research Methodology
2.1 Research Data
Figure 2 Precision Farming Market: Research Design
2.1.1 Secondary Data
2.1.1.1 Secondary Sources
2.1.2 Primary Data
2.1.2.1 Primary Interviews with Experts
2.1.2.2 Breakdown of Primary Interviews
2.1.2.3 Key Data from Primary Sources
2.1.2.4 Key Industry Insights
2.2 Market Size Estimation
Figure 3 Process Flow of Market Size Estimation
2.2.1 Top-Down Approach
2.2.1.1 Approach to Capture Market Size by Top-Down Analysis (Supply Side)
Figure 5 Top-Down Approach: Market Size Estimation Methodology Approach 1 (Supply Side)
Figure 6 Top-Down Approach: Market Size Estimation Methodology Approach 2 (Supply Side)
2.2.2 Bottom-Up Approach
2.2.2.1 Approach to Capture Market Size by Bottom-Up Analysis (Demand Side)
Figure 8 Market Size Estimation Methodology: Approach 2 - Demand Side
2.3 Growth Forecast
2.4 Data Triangulation
Figure 9 Data Triangulation Methodology
2.5 Research Assumptions
Table 1 Assumptions for Research Study
2.6 Research Limitations
2.7 Risk Factors
Figure 10 Risk Assessment
3 Executive Summary
Figure 11 Precision Farming Market, 2019-2031 (USD Million)
Figure 12 Hardware Segment to Hold Largest Share of Precision Farming Market, by Offering, During Forecast Period
Figure 13 Guidance Technology to Claim Largest Market Share During Forecast Period
Figure 14 Yield Monitoring Application to Secure Largest Market Share During Forecast Period
Figure 15 Asia-Pacific to Exhibit Highest CAGR in Global Precision Farming Market During Forecast Period
4 Premium Insights
4.1 Attractive Opportunities for Players in the Precision Farming Market
Figure 16 Rising Preference for Precision Farming Among Farmers/Growers to Offer Growth Opportunities for Market Players
4.2 Precision Farming Market, by Offering
Figure 17 Hardware Segment to Dominate Market Throughout Forecast Period
4.3 Precision Farming Market, by Application
Figure 18 Yield Monitoring Segment to Hold Largest Market Share in 2031
4.4 Precision Farming Market, by Technology
Figure 19 Guidance Technology Segment to Dominate Market Throughout Forecast Period
4.5 Country-Wise Precision Farming Market Growth
Figure 20 Americas to Hold Largest Market Share During Forecast Period
5 Market Overview
5.1 Introduction
5.2 Market Dynamics
Figure 21 Drivers, Restraints, Opportunities, and Challenges
5.2.1 Drivers
5.2.1.1 Rapid Adoption of Advanced Technologies in Precision Farming to Reduce Cost
5.2.1.2 Increased Adoption of IoT Devices in Agricultural Applications
5.2.1.3 High Pressure on Governments and Farmers to Meet Surging Demand for Food
5.2.1.4 Integration of Precision Farming Technologies into Existing Farm Machinery
Figure 22 Drivers: Precision Farming Market
5.2.2 Restraints
5.2.2.1 High Costs of Precision Farming Equipment
5.2.2.2 Small Size of Landholdings and Limited Availability of Skilled Workforce
Figure 23 Restraints: Precision Farming Market
5.2.3 Opportunities
5.2.3.1 Adoption of Data Analytics in the Agriculture Sector
5.2.3.2 Emergence of Multiple User-Friendly Smartphone Applications for Farmers
5.2.3.3 Rising Use of AI-based Solutions in Precision Farming
5.2.3.4 Adoption of Digital Technologies in Sustainable Farming
Figure 24 Opportunities: Precision Farming Market
5.2.4 Challenges
5.2.4.1 Difficulties in Collecting and Analyzing Data from Multiple Farms
5.2.4.2 Lack of Standardized Protocols and Technologies
5.2.4.3 Data Privacy Issues and Security Concerns
5.2.4.4 Lesser Reliability of Internet Connectivity and Infrastructure for Precision Farming
Figure 25 Challenges: Precision Farming Market
5.3 Value Chain Analysis
Figure 26 Precision Farming Market: Value Chain Analysis
5.4 Ecosystem Mapping
Table 2 Role of Key Players in the Precision Farming Ecosystem
Figure 27 Key Players in the Precision Farming Ecosystem
5.5 Pricing Analysis
Figure 28 Pricing Analysis of Precision Farming
5.6 Trends/Disruptions Impacting Customer Business
Figure 29 Revenue Shift and New Revenue Pockets for Players in the Precision Farming Market
5.7 Technology Analysis
5.7.1 Artificial Intelligence
5.7.2 IoT
5.7.3 Agricultural Drones/Unmanned Aerial Vehicles (UAVs)
5.7.4 Blockchain Technology
5.7.5 Autonomous Farm Machinery
5.8 Case Study Analysis
5.8.1 Accenture Helps Proagrica Gather Critical Agricultural Data Insights
5.8.2 Agco Helps Farmers Reduce Input Costs and Enhance Revenue by Integrating Farming Equipment into Single Platform
5.8.3 Agjunction Helps Farmers Develop Affordable Autosteer
5.9 Porter's Five Force Analysis
Table 3 Porter's Five Forces Impact on Precision Farming Market
Figure 30 Precision Farming Market: Porter's Five Forces Analysis
5.9.1 Intensity of Competitive Rivalry
5.9.2 Threat of Substitutes
5.9.3 Bargaining Power of Buyers
5.9.4 Bargaining Power of Suppliers
5.9.5 Threat of New Entrants
5.10 Key Stakeholders and Buying Criteria
5.10.1 Key Stakeholders in the Buying Process
Figure 31 Influence of Stakeholders in the Buying Process for Top Three End-users
Table 4 Influence of Stakeholders on the Buying Process for Top Three End-users
5.10.2 Buying Criteria
Figure 32 Key Buying Criteria for Top Three End-users
Table 5 Key Buying Criteria, by End-users
5.11 Trade Analysis
5.11.1 Import Data
Figure 33 Import Data for Products Covered Under HS Code 8433, by Country, 2018-2022 (USD Million)
Table 6 Import Data for Products Covered Under HS Code 8433, by Country, 2018-2022 (USD Million)
5.11.2 Export Data
Figure 34 Export Data for Products Covered Under HS Code 8433, by Country, 2018-2022 (USD Million)
Table 7 Export Data for Products Covered Under HS Code 8433, by Country, 2018-2022 (USD Million)
5.12 Patent Analysis
Table 8 Precision Farming Market: Innovations and Patent Registrations, 2020-2023
Table 9 Top 20 US Patent Owners in Last 10 Years, 2013-2022
Figure 35 Top 10 Companies with the Largest Number of Patent Applications for Precision Farming, (2013-2022)
Figure 36 Number of Patents Granted from 2013-2022
5.13 Key Conferences and Events, 2023-2024
5.14 Regulatory Landscape
5.14.1 Carbon Policy Trends in Agriculture
5.14.2 Growing Climate Solutions Act
5.14.3 Regulations in Precision Farming and Smart Greenhouses
Table 10 Regulations: Precision Farming and Smart Greenhouses
5.14.4 North America
5.14.5 Europe
5.14.6 Asia-Pacific
5.14.6.1 China
5.14.6.2 India
Table 11 Agriculture Subsidies for Indian Farmers from Central and State Governments (USD Billion)
5.14.6.3 Greenhouse Farming Subsidy in India
5.14.7 Rest of the World
6 Precision Farming Market, by Offering
6.1 Introduction
Table 12 Precision Farming Market, by Offering, 2019-2022 (USD Million)
Figure 37 Services Segment to Record Highest CAGR in Precision Farming Market During Forecast Period
Table 13 Precision Farming Market, by Offering, 2023-2031 (USD Million)
6.2 Hardware
Table 14 Precision Farming Market, by Hardware, 2019-2022 (USD Million)
Table 15 Precision Farming Market, by Hardware, 2023-2031 (USD Million)
Table 16 Hardware: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 17 Hardware: Precision Farming Market, by Region, 2023-2031 (USD Million)
Table 18 Hardware: Precision Farming Market, by Technology, 2019-2022 (USD Million)
Table 19 Hardware: Precision Farming Market, by Technology, 2023-2031 (USD Million)
6.2.1 Automation and Control Systems
Table 20 Automation and Control Systems: Precision Farming Market, by Device Type, 2019-2022 (USD Million)
Table 21 Automation and Control Systems: Precision Farming Market, by Device Type, 2023-2031 (USD Million)
Table 22 Automation and Control Systems: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 23 Automation and Control Systems: Precision Farming Market, by Region, 2023-2031 (USD Million)
6.2.1.1 Displays
6.2.1.1.1 Ability to Present Complex Data in a User-Friendly Manner to Boost Demand
6.2.1.2 Guidance and Steering Systems
6.2.1.2.1 Strong Focus on Reducing Fuel Consumption and Enhancing Resource Efficiency to Drive Market
6.2.1.3 Gps/Gnss Devices
6.2.1.3.1 Rising Use of Gps/Gnss Devices in Variable Rate Applications to Drive Market
6.2.1.4 Drones/UAVs
6.2.1.4.1 Increasing Adoption of Drones in Identifying Pests and Weeds to Fuel Market Growth
Table 24 Drones/UAVs: Precision Farming Market, by Volume, 2019-2022 (Million Units)
Table 25 Drones/UAVs: Precision Farming Market, by Volume, 2023-2031 (Million Units)
6.2.1.5 Irrigation Controllers
6.2.1.5.1 Pressing Need for Efficient Water Management to Drive Market
6.2.1.6 Handheld Mobile Devices/Handheld Computers
6.2.1.6.1 Operational Flexibility and Ease of Operation to Foster Segmental Growth
6.2.1.7 Flow and Application Control Devices
6.2.1.7.1 Rising Focus of Farmers on Optimal Resource Management to Contribute to Market Growth
6.2.1.8 Others
6.2.2 Sensing and Monitoring Devices
Table 26 Sensing and Monitoring Devices: Precision Farming Market, by Device Type, 2019-2022 (USD Million)
Table 27 Sensing and Monitoring Devices: Precision Farming Market, by Device Type, 2023-2031 (USD Million)
Table 28 Sensing and Monitoring Devices: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 29 Sensing and Monitoring Devices: Precision Farming Market, by Region, 2023-2031 (USD Million)
6.2.2.1 Yield Monitors
6.2.2.1.1 High Emphasis on Improving Profitability and Sustainable Farming Practices to Drive Market
6.2.2.2 Soil Sensors
6.2.2.2.1 Potential to Provide Real-Time Soil Information for Analysis to Fuel Demand
Table 30 Soil Sensors: Precision Farming Market, by Sensor Type, 2019-2022 (USD Million)
Table 31 Soil Sensors: Precision Farming Market, by Sensor Type, 2023-2031 (USD Million)
6.2.2.2.2 Moisture Sensors
6.2.2.2.3 Temperature Sensors
6.2.2.2.4 Nutrient Sensors
6.2.2.3 Water Sensors
6.2.2.3.1 Contribution to Optimized Water Management and Reduced Resource Wastage to Drive Market
6.2.2.4 Climate Sensors
6.2.2.4.1 Uncertainties Related to Weather and Climate Predictions to Boost Demand
6.3 Software
Table 32 Software: Precision Farming Market, by Deployment Type, 2019-2022 (USD Million)
Table 33 Software: Precision Farming Market, by Deployment Type, 2023-2031 (USD Million)
Table 34 Software: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 35 Software: Precision Farming Market, by Region, 2023-2031 (USD Million)
Table 36 Software: Precision Farming Market, by Technology, 2019-2022 (USD Million)
Table 37 Software: Precision Farming Market, by Technology, 2023-2031 (USD Million)
6.3.1 Local/Web-based Software
6.3.1.1 Easy Accessibility of Web-based Delivery Model to Drive Market
Table 38 Local/Web-based Software: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 39 Local/Web-based Software: Precision Farming Market, by Region, 2023-2031 (USD Million)
6.3.2 Cloud-based Software
6.3.2.1 Growing Popularity of Software-As-A-Service Model to Fuel Demand for Cloud Technology
Table 40 Cloud-based Software: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 41 Cloud-based Software: Precision Farming Market, by Region, 2023-2031 (USD Million)
6.4 Services
Table 42 Services: Precision Farming Market, by Service Type, 2019-2022 (USD Million)
Table 43 Services: Precision Farming Market, by Service Type, 2023-2031 (USD Million)
Table 44 Services: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 45 Services: Precision Farming Market, by Region, 2023-2031 (USD Million)
Table 46 Services: Precision Farming Market, by Technology, 2019-2022 (USD Million)
Table 47 Services: Precision Farming Market, by Technology, 2023-2031 (USD Million)
6.4.1 System Integration and Consulting Services
6.4.1.1 Contribution to Improved Resource Management and Sustainable Agriculture Practices to Drive Market
Table 48 System Integration and Consulting Services: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 49 System Integration and Consulting Services: Precision Farming Market, by Region, 2023-2031 (USD Million)
6.4.2 Managed Services
6.4.2.1 Increasing Demand for Cloud-based Software and Platforms to Contribute to Market Growth
Table 50 Managed Services: Precision Farming Market, by Service Type, 2019-2022 (USD Million)
Table 51 Managed Services: Precision Farming Market, by Service Type, 2023-2031 (USD Million)
Table 52 Managed Services: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 53 Managed Services: Precision Farming Market, by Region, 2023-2031 (USD Million)
6.4.2.2 Farm Operation Services
6.4.2.3 Data Services
6.4.2.4 Analytics Services
6.4.3 Connectivity Services
6.4.3.1 Ability to Control Precision Farming Technologies from Centralized Location to Drive Market
Table 54 Connectivity Services: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 55 Connectivity Services: Precision Farming Market, by Region, 2023-2031 (USD Million)
6.4.4 Assisted Professional Services
6.4.4.1 Significant Focus on Amplifying Crop Yields with Optimized Resource to Create Demand
Table 56 Assisted Professional Services: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 57 Assisted Professional Services: Precision Farming Market, by Region, 2023-2031 (USD Million)
6.4.4.2 Supply Chain Management Services
6.4.4.3 Climate Information Services
6.4.4.4 Other Assisted Professional Services
6.4.5 Maintenance and Support Services
6.4.5.1 Increased Operational Efficiency and Reduced Disruptions to Drive Market
Table 58 Maintenance and Support Services: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 59 Maintenance and Support Services: Precision Farming Market, by Region, 2023-2031 (USD Million)
7 Precision Farming Market, by Technology
7.1 Introduction
Table 60 Precision Farming Market, by Technology, 2019-2022 (USD Million)
Figure 38 Variable Rate Technology to Exhibit Highest CAGR in Precision Farming Market During Forecast Period
Table 61 Precision Farming Market, by Technology, 2023-2031 (USD Million)
7.2 Guidance Technology
7.2.1 Ability to Collect Vital Information During Operations to Result in High Adoption
Table 62 Guidance Technology: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 63 Guidance Technology: Precision Farming Market, by Region, 2023-2031 (USD Million)
Table 64 Guidance Technology: Precision Farming Market, by Offering, 2019-2022 (USD Million)
Table 65 Guidance Technology: Precision Farming Market, by Offering, 2023-2031 (USD Million)
Table 66 Guidance Technology: Precision Farming Market, by Type, 2019-2022 (USD Million)
Table 67 Guidance Technology: Precision Farming Market, by Type, 2023-2031 (USD Million)
7.2.2 Gps/Gnss-based Guidance Technology
7.2.2.1 Growing Requirement for High-Precision Field Maps and Geospatial Databases to Facilitate Market Growth
7.2.3 Gis-based Guidance Technology
7.2.3.1 Integration of Spatial Data Sources Such as Satellite Imagery into Farming Tools to Drive Market
7.3 Remote Sensing Technology
7.3.1 Surging Demand for Comprehensive Remote Data Collection to Boost Demand
Table 68 Remote Sensing Technology: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 69 Remote Sensing Technology: Precision Farming Market, by Region, 2023-2031 (USD Million)
Table 70 Remote Sensing Technology: Precision Farming Market, by Offering, 2019-2022 (USD Million)
Table 71 Remote Sensing Technology: Precision Farming Market, by Offering, 2023-2031 (USD Million)
Table 72 Remote Sensing Technology: Precision Farming Market, by Type, 2019-2022 (USD Million)
Table 73 Remote Sensing Technology: Precision Farming Market, by Type, 2023-2031 (USD Million)
7.3.2 Handheld or Ground-based Sensing
7.3.2.1 High Convenience of Handheld Sensors to Boost Demand
7.3.3 Satellite or Aerial Sensing
7.3.3.1 Increased Need for Data-Rich Insights to Drive Market
Table 74 Types of Satellite Remote Sensing Image Resolution
7.4 Variable Rate Technology
7.4.1 Amplified Yield Potential and Minimized Environmental Impact to Drive Market
Table 75 Variable Rate Technology: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 76 Variable Rate Technology: Precision Farming Market, by Region, 2023-2031 (USD Million)
Table 77 Variable Rate Technology: Precision Farming Market, by Offering, 2019-2022 (USD Million)
Table 78 Variable Rate Technology: Precision Farming Market, by Offering, 2023-2031 (USD Million)
Table 79 Variable Rate Technology: Precision Farming Market, by Type, 2019-2022 (USD Million)
Table 80 Variable Rate Technology: Precision Farming Market, by Type, 2023-2031 (USD Million)
7.4.2 Map-based
7.4.2.1 Enhanced Decision-Making with Data-Driven Insights to Boost Demand
7.4.3 Sensor-based
7.4.3.1 Integration of Sensor-Powered IoT and AI Solutions to Drive Market
8 Precision Farming Market, by Application
8.1 Introduction
Table 81 Precision Farming Market, by Application, 2019-2022 (USD Million)
Figure 39 Weather Tracking and Forecasting Applications to Record Highest CAGR from 2023 to 2031
Table 82 Precision Farming Market, by Application, 2023-2031 (USD Million)
8.2 Yield Monitoring
8.2.1 Increasing Demand for Real-Time Data on Yields and Harvested Crops to Strengthen Segmental Growth
Table 83 Benefits of Yield Monitoring
Table 84 Yield Monitoring: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 85 Yield Monitoring Application: Precision Farming Market, by Region, 2023-2031 (USD Million)
Table 86 Yield Monitoring Application: Precision Farming Market, by Type, 2019-2022 (USD Million)
Table 87 Yield Monitoring Application: Precision Farming Market, by Type, 2023-2031 (USD Million)
8.2.2 On-Farm Yield Monitoring
8.2.3 Off-Farm Yield Monitoring
8.3 Crop Scouting
8.3.1 Rising Need to Manage Crops Effectively to Boost Demand
Table 88 Crop Scouting Application: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 89 Crop Scouting Application: Precision Farming Market, by Region, 2023-2031 (USD Million)
8.3.2 Pre-Seeding Crop Scouting
8.3.3 Post-Seeding Crop Scouting
8.3.4 Crop Monitoring
8.4 Field Mapping
8.4.1 Increasing Demand for Soil Identification to Support Market Growth
Table 90 Field Mapping Application: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 91 Field Mapping Application: Precision Farming Market, by Region, 2023-2031 (USD Million)
Table 92 Field Mapping Application: Precision Farming Market, by Type, 2019-2022 (USD Million)
Table 93 Field Mapping Application: Precision Farming Market, by Type, 2023-2031 (USD Million)
8.4.2 Boundary Mapping
8.4.3 Drainage Mapping
8.5 Variable Rate Application
8.5.1 Growing Need for Cost and Resource Efficiency to Boost Demand
Table 94 Variable Rate Application: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 95 Variable Rate Application: Precision Farming Market, by Region, 2023-2031 (USD Million)
Table 96 Variable Rate Application: Precision Farming Market, by Type, 2019-2022 (USD Million)
Table 97 Variable Rate Application: Precision Farming Market, by Type, 2023-2031 (USD Million)
8.5.2 Precision Irrigation
8.5.3 Precision Seeding
8.5.4 Precision Fertilization
8.5.4.1 Nitrogen Vra
8.5.4.2 Phosphorous Vra
8.5.4.3 Lime Vra
8.5.5 Other Variable Rate Applications
8.6 Weather Tracking and Forecasting
8.6.1 Increasing Climate Variability to Drive Market
Table 98 Weather Tracking and Forecasting Application: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 99 Weather Tracking and Forecasting Application: Precision Farming Market, by Region, 2023-2031 (USD Million)
8.7 Inventory Management
8.7.1 Growing Demand for GPS for Inventory Management to Propel Market
Table 100 Inventory Management Application: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 101 Inventory Management Application: Precision Farming Market, by Region, 2023-2031 (USD Million)
8.8 Farm Labor Management
8.8.1 Increasing Need for Effective Handling of Labor to Drive Demand
Table 102 Farm Labor Management Application: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 103 Farm Labor Management Application: Precision Farming Market, by Region, 2023-2031 (USD Million)
8.9 Financial Management
8.9.1 Rising Use of Financial Management Solutions by Farmers or Growers to Make Strategic Decisions to Drive Market
Table 104 Financial Management Application: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 105 Financial Management Application: Precision Farming Market, by Region, 2023-2031 (USD Million)
8.10 Others
Table 106 Others: Precision Farming Market, by Region, 2019-2022 (USD Million)
Table 107 Others: Precision Farming Market, by Region, 2023-2031 (USD Million)
9 Precision Farming Market, by Region
9.1 Introduction
Table 108 Precision Farming Market, by Region, 2019-2022 (USD Million)
Figure 40 Asia-Pacific to Register Highest CAGR During Forecast Period
Table 109 Precision Farming Market, by Region, 2023-2031 (USD Million)
9.2 Americas
9.2.1 Impact of Recession on the Market in the Americas
Figure 41 Americas: Precision Farming Market Snapshot
Table 110 Americas: Precision Farming Market, 2019-2022 (USD Million)
Table 111 Americas: Precision Farming Market, 2023-2031 (USD Million)
Table 112 Americas: Precision Farming Market, by Offering, 2019-2022 (USD Million)
Table 113 Americas: Precision Farming Market, by Offering, 2023-2031 (USD Million)
Table 114 Americas: Precision Farming Market, by Application, 2019-2022 (USD Million)
Table 115 Americas: Precision Farming Market, by Application, 2023-2031 (USD Million)
Table 116 Americas: Precision Farming Market, by Technology, 2019-2022 (USD Million)
Table 117 Americas: Precision Farming Market, by Technology, 2023-2031 (USD Million)
9.2.2 North America
Table 118 North America: Precision Farming Market, by Country, 2019-2022 (USD Million)
Table 119 North America: Precision Farming Market, by Country, 2023-2031 (USD Million)
9.2.2.1 US
9.2.2.1.1 Presence of Established Players in Country to Boost Market
9.2.2.2 Canada
9.2.2.2.1 Favorable Government Initiatives to Promote Innovative Agriculture Activities to Drive Market
9.2.2.3 Mexico
9.2.2.3.1 Growing Collaborations Among Players and Supportive Government Initiatives to Fuel Market
9.2.3 South America
Table 120 South America: Precision Farming Market, by Country, 2019-2022 (USD Million)
Table 121 South America: Precision Farming Market, by Country, 2023-2031 (USD Million)
9.2.3.1 Brazil
9.2.3.1.1 Increasing Adoption of Autonomous Harvesting Technology by Commercial Farmers to Drive Growth
9.2.3.2 Argentina
9.2.3.2.1 High Agricultural Production, Along with Large Agricultural Machinery Manufacturing, to Boost Market
9.2.3.3 Rest of South America
9.3 Europe
9.3.1 Impact of Recession on Market in Europe
Figure 42 Europe: Precision Farming Market Snapshot
Table 122 Europe: Precision Farming Market, by Country, 2019-2022 (USD Million)
Table 123 Europe: Precision Farming Market, by Country, 2023-2031 (USD Million)
Table 124 Europe: Precision Farming Market, by Offering, 2019-2022 (USD Million)
Table 125 Europe: Precision Farming Market, by Offering, 2023-2031 (USD Million)
Table 126 Europe: Precision Farming Market, by Application, 2019-2022 (USD Million)
Table 127 Europe: Precision Farming Market, by Application, 2023-2031 (USD Million)
Table 128 Europe: Precision Farming Market, by Technology, 2019-2022 (USD Million)
Table 129 Europe: Precision Farming Market, by Technology, 2023-2031 (USD Million)
9.3.2 UK
9.3.2.1 Active Participation of Universities in the UK to Develop Advanced Precision Farming Tools to Drive Market Growth
9.3.3 Germany
9.3.3.1 Technological Advancements in the Agriculture Sector to Drive Market
9.3.4 France
9.3.4.1 Increasing Startup Companies in Agriculture Sector to Support Market Growth
9.3.5 Italy
9.3.5.1 Rapid Agricultural Innovations in Country to Drive Market
9.3.6 Netherlands
9.3.6.1 Launch of Harvesting Robots to Offer Lucrative Opportunities
9.3.7 Rest of Europe
9.4 Asia-Pacific
9.4.1 Impact of Recession on Market in Asia-Pacific
Figure 43 Asia-Pacific: Precision Farming Market Snapshot
Table 130 Asia-Pacific: Precision Farming Market, by Country, 2019-2022 (USD Million)
Table 131 Asia-Pacific: Precision Farming Market, by Country, 2023-2031 (USD Million)
Table 132 Asia-Pacific: Precision Farming Market, by Offering, 2019-2022 (USD Million)
Table 133 Asia-Pacific: Precision Farming Market, by Offering, 2023-2031 (USD Million)
Table 134 Asia-Pacific: Precision Farming Market, by Application, 2019-2022 (USD Million)
Table 135 Asia-Pacific: Precision Farming Market, by Application, 2023-2031 (USD Million)
Table 136 Asia-Pacific: Precision Farming Market, by Technology, 2019-2022 (USD Million)
Table 137 Asia-Pacific: Precision Farming Market, by Technology, 2023-2031 (USD Million)
9.4.2 China
9.4.2.1 Government Incentives and Developments in Agriculture Field to Drive Market
9.4.3 Japan
9.4.3.1 Application of Precision Technology Through Robotic Equipment to Drive Market
9.4.4 Australia
9.4.4.1 Initiatives by Organizations for the Development of Agriculture Sector to Drive Market
9.4.5 India
9.4.5.1 Government Initiatives and Growing Collaborations Among Players to Benefit Market
9.4.6 South Korea
9.4.6.1 Establishment of Smart Farming Villages with Advanced Technologies to Drive Market
9.4.7 Rest of Asia-Pacific
9.5 Rest of the World
9.5.1 Impact of Recession on Market in Rest of the World
Table 138 Rest of the World: Precision Farming Market, by Country, 2019-2022 (USD Million)
Figure 44 Russia Held the Largest Market Share in the Rest of the World in 2022
Table 139 Rest of the World: Precision Farming Market, by Country, 2023-2031 (USD Million)
Table 140 Rest of the World: Precision Farming Market, by Offering, 2019-2022 (USD Million)
Table 141 Rest of the World: Precision Farming Market, by Offering, 2023-2031 (USD Million)
Table 142 Rest of the World: Precision Farming Market, by Application, 2019-2022 (USD Million)
Table 143 Rest of the World: Precision Farming Market, by Application, 2023-2031 (USD Million)
Table 144 Rest of the World: Precision Farming Market, by Technology, 2019-2022 (USD Million)
Table 145 Rest of the World: Precision Farming Market, by Technology, 2023-2031 (USD Million)
9.5.2 Middle East
9.5.2.1 Growing Partnership by Government with Private Sector Players in Precision Farming Market to Drive Market
9.5.3 Africa
9.5.3.1 Growing Use of Drones and Other Agricultural Machinery to Strengthen Market in Africa
9.5.4 Russia
9.5.4.1 Government Initiatives to Promote Precision Farming to Drive Market
10 Competitive Landscape
10.1 Overview
10.2 Key Strategies Adopted by Major Players
Table 146 Overview of Strategies Deployed by Key Precision Farming Providers
10.2.1 Product Portfolio
10.2.2 Regional Focus
10.2.3 Manufacturing Footprint
10.2.4 Organic/Inorganic Growth Strategies
10.3 Market Share Analysis, 2022
Table 147 Precision Farming Market: Degree of Competition, 2022
10.4 Five-Year Company Revenue Analysis of Top Companies, 2018-2022
Figure 45 Five-Year Company Revenue Analysis of Leading Market Players
10.5 Company Evaluation Matrix, 2022
10.5.1 Stars
10.5.2 Emerging Leaders
10.5.3 Pervasive Players
10.5.4 Participants
Figure 46 Precision Farming: Company Evaluation Matrix, 2022
10.5.5 Precision Farming Market: Company Footprint
Table 148 Company Footprint
Table 149 Offering Footprint
Table 150 Application Footprint
Table 151 Region Footprint
10.6 Startups/SMEs Evaluation Matrix, 2022
10.6.1 Progressive Companies
10.6.2 Responsive Companies
10.6.3 Dynamic Companies
10.6.4 Starting Blocks
Figure 47 Precision Farming Market: Startups/SMEs Evaluation Matrix, 2022
10.7 Competitive Benchmarking
Table 152 Precision Farming Market: List of Key Startups
Table 153 Precision Farming Market: Competitive Benchmarking of Key Startups/SMEs
10.8 Competitive Scenarios and Trends
10.8.1 Product Launches
Table 154 Precision Farming Market: Product Launches, 2020-2023
10.8.2 Deals
Table 155 Precision Farming Market: Deals, 2020-2023
11 Company Profiles
11.1 Key Players
Business Overview, Products Offered, Recent Developments, and Analyst's View (Key Strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats)
11.1.1 Deere & Company
Table 156 Deere & Company: Company Overview
Figure 48 Deere & Company: Company Snapshot
11.1.2 Trimble Inc.
Table 157 Trimble Inc.: Company Overview
Figure 49 Trimble Inc.: Company Snapshot
11.1.3 Agco Corporation
Table 158 Agco Corporation: Company Overview
Figure 50 Agco Corporation: Company Snapshot
11.1.4 Raven Industries, Inc. (Cnh Industrial N.V.)
Table 159 Raven Industries, Inc.: Company Overview
Figure 51 Raven Industries, Inc. (Cnh Industrial N.V.): Company Snapshot
11.1.5 Agjunction LLC
Table 160 Agjunction LLC: Company Overview
11.1.6 AG Leader Technology
Table 161 AG Leader Technology: Company Overview
11.1.7 Ageagle Aerial Systems Inc.
Table 162 Ageagle Aerial Systems Inc.: Company Overview
Figure 52 Ageagle Aerial Systems Inc.: Business Overview
11.1.8 Topcon
Table 163 Topcon: Company Overview
11.1.9 Climate LLC
Table 164 Climate LLC: Business Overview
11.1.10 Teejet Technologies
Table 165 Teejet Technologies: Company Overview
11.2 Other Players
11.2.1 Hexagon Ab
11.2.2 Abaco S.P.A.
11.2.3 Precision Hawk
11.2.4 Ec2Ce
11.2.5 Descartes Labs, Inc.
11.2.6 Cropx Inc.
11.2.7 Farmers Edge Inc.
11.2.8 Grownetics
11.2.9 Cropin Technology Solutions Private Limited
11.2.10 Gamaya
11.2.11 Kubota Corporation
11.2.12 Cnh Industrial N.V.
11.2.13 Dickey-John Corporation
11.2.14 Telus
11.2.15 The Yield Technology Solutions Pty Ltd.
Details on Business Overview, Products Offered, Recent Developments, and Analyst's View (Key Strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats) Might Not be Captured in Case of Unlisted Companies.
12 Appendix
12.1 Discussion Guide
12.2 Knowledgestore: The Subscription Portal
12.3 Customization Options
12.5 Japan Customization
Table 166 Japan: Precision Farming Market, by Offering, 2018-2021 (USD Million)
Table 167 Japan: Precision Farming Market, by Offering, 2022-2030 (USD Million)
Table 168 Japan: Precision Farming Market, by Application, 2018-2021 (USD Million)
Table 169 Japan: Precision Farming Market, by Application, 2022-2030 (USD Million)
Table 170 Japan: Precision Farming Market, by Technology, 2018-2021 (USD Million)
Table 171 Japan: Precision Farming Market, by Technology, 2022-2030 (USD Million)