This report was recently updated on April 12 2024 with the latest and most recent
market numbers
Global Digital Agriculture Market Size, Trends & Analysis - Forecasts to 2028 By Deployment Type (On-premise and Cloud-based), By Application Type (Yield Monitoring, Crop Monitoring, Soil Monitoring, Livestock Monitoring, Field Mapping, Real-time Safety Testing, and Others), By Component Type (Hardware, Software, and Services), and By Region (North America, Asia Pacific, Central and South America, Europe, and Middle East and Africa), Competitive Landscape
The global digital agriculture market is expected to exhibit a CAGR of 11.6% from 2023 to 2028. Digital agriculture refers to using technology, data analytics, and connectivity in farming practices to optimize production, sustainability, and efficiency. It integrates IoT sensors, drones, AI-driven analytics, and precision farming techniques to monitor soil conditions, crops, and livestock. By harnessing data-driven insights, farmers make informed decisions on irrigation, fertilization, and pest control, enhancing yield while conserving resources. Digital agriculture revolutionizes traditional farming methods, enabling predictive models, automated processes, and personalized approaches tailored to specific crop needs. This contributes to sustainable food production in an increasingly dynamic and demanding agricultural landscape.
The global digital agriculture market is growing due to several reasons. Continuous improvements in technology such as the IoT, ML, AI, and remote sensing have transformed agriculture. IoT sensors give real-time information on the moisture in the soil, the temperature, and crop health. AI and ML algorithms analyze this data, offering insights for precise decision-making in farming practices. With the global population expected to exceed 9.8 billion by 2050 (United Nations), there is enormous demand to improve agricultural output. Digital agriculture allows farmers to optimize yields by fine-tuning resource allocation, minimizing waste, and maximizing production per unit area. The rising cost and scarcity of farm labour have pushed for automation and mechanization. Digital tools enable autonomous machinery, reducing dependency on manual labour and streamlining farm operations.
Various restraints hinder the growth of the market. Initial high investment costs for technology acquisition and implementation deter small-scale farmers. Data privacy and security concerns hinder technology adoption due to sensitive farm information vulnerability. The lack of standardized protocols and interoperability among various digital tools and platforms creates compatibility issues, limiting seamless integration and data sharing. Additionally, limited internet connectivity in remote rural areas impedes access to digital tools, constraining widespread adoption. Regulatory complexities and the need for specialized skills further slow market growth, requiring efforts to address these challenges for broader market penetration and sustainability.
Based on the component type, the market is segmented into hardware, software, and services. The software segment is expected to be the largest segment during the forecast period. Software solutions offer diverse functionalities, including crop management systems, data analysis platforms, and farm mapping tools, enabling farmers to leverage big data for informed decisions. These solutions facilitate precision agriculture by interpreting data from various sources, optimizing resource allocation, and enhancing operational efficiency. Moreover, software scalability and flexibility cater to different farm sizes and complexities, making it a cornerstone of digital agriculture’s transformative potential.
The services segment is expected to be the fastest-growing segment in the global digital agriculture market during the forecast period. Services encompass consultation, training, maintenance, and support, which are crucial for farmers transitioning to digital solutions. Providers offer tailored guidance on technology selection, integration, and utilization, addressing individual farm needs. Continuous support ensures effective implementation and addresses challenges, enhancing farmers’ confidence in adopting digital tools. As technologies evolve, ongoing services become essential, driving the segment’s rapid growth amidst the dynamic landscape of digital agricultural solutions.
Based on deployment type, the market is segmented into on-premise and cloud-based. The cloud-based segment is expected to be the largest segment during the forecast period. It offers farmers, irrespective of scale, access to powerful computing resources and data storage, enabling seamless integration of various applications and devices. Cloud platforms facilitate real-time data analysis, remote monitoring, and collaborative decision-making. Their pay-as-you-go model reduces upfront costs and maintenance burdens, making sophisticated technologies affordable. Moreover, cloud-based systems streamline updates and ensure data security, driving their preference over on-premises solutions in this dynamic and data-centric agricultural landscape.
On the basis of application type, the market is segmented into yield monitoring, crop monitoring, soil monitoring, livestock monitoring, field mapping, real-time safety testing, and others. The yield monitoring segment is expected to be the largest segment during the forecast period. It provides real-time data on crop performance, guiding farmers in optimizing inputs like water, fertilizer, and seed usage. Yield monitoring technologies, including sensors and GPS systems, enable precise mapping of crop yields across fields. This data-driven approach empowers farmers to identify underperforming areas, adjust strategies, and maximize overall yield. Its direct impact on improving efficiency and maximizing output solidifies its position as the market's leading segment.
The field mapping segment is expected to be the fastest-growing segment in the global digital agriculture market during the forecast period. It enables farmers to precisely delineate and monitor field boundaries, soil variations, and crop health, leveraging high-resolution satellite imagery, drones, and GPS technologies. Precision farming procedures are aided by accurate field mapping, which allows for the focused application of resources such as water, fertilizer, and pesticides. This precision enhances productivity, minimizes waste, and fosters sustainable agricultural practices, driving the rapid growth of this segment within the digital agriculture market.
North America is analysed to account for the largest share in the global digital agriculture market during the forecast period. The region boasts advanced technological infrastructure and widespread adoption of precision farming techniques. Well-established farming practices leverage sophisticated IoT devices, AI-driven analytics, and satellite imaging for efficient crop management. Additionally, government support through initiatives and funding accelerates technological adoption. Strong collaborations between tech firms, agribusinesses, and research institutions further drive innovation, making North America a frontrunner in implementing and advancing agricultural digital solutions.
Asia Pacific is expected to be the fastest-growing region across the global digital agriculture market during the forecast period. APAC countries, with a significant agricultural base, are embracing technology to address food security challenges. Rapid urbanization and a burgeoning population increase the demand for efficient farming practices. Government initiatives promoting digitalization, coupled with the adoption of advanced technologies like IoT and AI, empower farmers to optimize yields. Additionally, the region's diverse climates and crop varieties drive innovation, making APAC the fastest-growing region in the global digital agriculture market.
Key players operating in the global digital agriculture market include AGCO Corp., Microsoft Corp., HummingBird Technologies, IBM Corp., Gamaya SA, Taranis, Farmers Edge, Eurofins, Agriwebb, and Climate Corp., among others.
Please note: This is not an exhaustive list of companies profiled in the report.
In March 2023, Tavant collaborated with Bayer, a global agricultural solution provider, to create innovative AgriTech solutions that integrate internet of things (IoT) analytics, artificial intelligence (AI), and machine learning (ML) technologies to boost crop productivity and minimize environmental impact.
In November 2022, AGCO Corporation launched Geo-Bird, a brand-new online application designed to assist farmers all over the world in autonomously planning and optimizing their global navigation satellite system (GNSS) machine guiding lines.
1 STRATEGIC INSIGHTS ON NEW REVENUE POCKETS
1.1 Strategic Opportunity & Attractiveness Analysis
1.1.1 Hot Revenue Pockets
1.1.2 Market Attractiveness Score
1.1.3 Revenue Impacting Opportunity
1.1.4 High Growing Region/Country
1.1.5 Competitor Analysis
1.1.6 Consumer Analysis
1.2 Global Market Estimates' View
1.3 Strategic Insights across Business Functions
1.3.1 For Chief Executive Officers
1.3.2 For Chief Marketing Officers
1.3.3 For Chief Strategy Officers
1.4 Evaluate the Potential of your Existing Business Lines vs. New Lines to Enter Into
2 TECHNOLOGICAL TRENDS
2.1 Technological Adoption Rate
2.2 Current Trend Impact Analysis
2.3 Future Trend Impact Analysis
3.1 Market Pyramid Analysis
3.1.1 Introduction
3.1.2 Adjacent Market Opportunities
3.1.3 Ancillary Market Opportunities
3.2 Demand Side Analysis
3.2.1 Market Drivers: Impact Analysis
3.2.2 Market Restraints: Impact Analysis
3.2.3 Market Opportunities: Impact Analysis
3.2.4 Market Challenges: Impact Analysis
3.3 Supply Side Analysis
3.3.1 Porter’s Five Forces Analysis
3.3.1.1 Threat of New Entrants
3.3.1.2 Threat of New Substitutes
3.3.1.3 Bargaining Power of Suppliers
3.3.1.4 Bargaining Power of Buyers
3.3.1.5 Intensity of Competitive Rivalry
3.3.2 SWOT Analysis; By Factor (Political & Legal, Economic, and Technological)
3.3.2.1 Political Landscape
3.3.2.2 Economic Landscape
3.3.2.3 Social Landscape
3.3.2.4 Technology Landscape
3.3.3 Value Chain Analysis
3.3.4 Trend Analysis
3.3.5 Gap Analysis
3.3.6 Cost Analysis
4 GLOBAL DIGITAL AGRICULTURE MARKET, BY COMPONENT TYPE
4.1 Introduction
4.2 Digital Agriculture Market: Component Type Scope Key Takeaways
4.3 Revenue Growth Analysis, 2022 & 2028
4.4 Hardware
4.4.1 Hardware Market Estimates and Forecast, 2020-2028 (USD Billion)
4.5 Software
4.5.1 Software Market Estimates and Forecast, 2020-2028 (USD Billion)
4.6 Services
4.6.1 Services Market Estimates and Forecast, 2020-2028 (USD Billion)
5 GLOBAL DIGITAL AGRICULTURE MARKET, BY DEPLOYMENT TYPE
5.1 Introduction
5.2 Digital Agriculture Market: Deployment Type Scope Key Takeaways
5.3 Revenue Growth Analysis, 2022 & 2028
5.4 On-premise
5.4.1 On-premise Market Estimates and Forecast, 2020-2028 (USD Billion)
5.5 Cloud-based
5.5.1 Cloud-based Market Estimates and Forecast, 2020-2028 (USD Billion)
6 GLOBAL DIGITAL AGRICULTURE MARKET, BY APPLICATION TYPE
6.1 Introduction
6.2 Digital Agriculture Market: Application Type Scope Key Takeaways
6.3 Revenue Growth Analysis, 2022 & 2028
6.4 Yield Monitoring
6.4.1 Yield Monitoring Market Estimates and Forecast, 2020-2028 (USD Billion)
6.5 Crop Monitoring
6.5.1 Crop Monitoring Market Estimates And Forecast, 2020-2028 (USD Billion)
6.6 Soil Monitoring
6.6.1 Soil Monitoring Market Estimates and Forecast, 2020-2028 (USD Billion)
6.7 Livestock Monitoring
6.7.1 Livestock Monitoring Market Estimates and Forecast, 2020-2028 (USD Billion)
6.8 Real-time Safety Testing
6.8.1 Real-time Safety Testing Market Estimates and Forecast, 2020-2028 (USD Billion)
6.9 Field Mapping
6.9.1 Field Mapping Market Estimates and Forecast, 2020-2028 (USD Billion)
6.8 Other Industries
6.8.1 Other Industries Market Estimates and Forecast, 2020-2028 (USD Billion)
7 GLOBAL DIGITAL AGRICULTURE MARKET, BY REGION
7.1 Introduction
7.2 North America Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.2.1 By Component Type
7.2.2 By Deployment Type
7.2.3 By Application Type
7.2.4 By Country
7.2.4.1 U.S. Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.2.4.1.1 By Component Type
7.2.4.1.2 By Deployment Type
7.2.4.1.3 By Application Type
7.2.4.2 Canada Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.2.4.2.1 By Component Type
7.2.4.2.2 By Deployment Type
7.2.4.2.3 By Application Type
7.2.4.3 Mexico Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.2.4.3.1 By Component Type
7.2.4.3.2 By Deployment Type
7.2.4.3.3 By Application Type
7.3 Europe Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.3.1 By Component Type
7.3.2 By Deployment Type
7.3.3 By Application Type
7.3.4 By Country
7.3.4.1 Germany Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.3.4.1.1 By Component Type
7.3.4.1.2 By Deployment Type
7.3.4.1.3 By Application Type
7.3.4.2 U.K. Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.3.4.2.1 By Component Type
7.3.4.2.2 By Deployment Type
7.3.4.2.3 By Application Type
7.3.4.3 France Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.3.4.3.1 By Component Type
7.3.4.3.2 By Deployment Type
7.3.4.3.3 By Application Type
7.3.4.4 Italy Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.3.4.4.1 By Component Type
7.3.4.4.2 By Deployment Type
7.2.4.4.3 By Application Type
7.3.4.5 Spain Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.3.4.5.1 By Component Type
7.3.4.5.2 By Deployment Type
7.2.4.5.3 By Application Type
7.3.4.6 Netherlands Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.3.4.7.1 By Component Type
7.3.4.7.2 By Deployment Type
7.2.4.7.3 By Application Type
7.3.4.7 Rest of Europe Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.3.4.7.1 By Component Type
7.3.4.7.2 By Deployment Type
7.2.4.7.3 By Application Type
7.4 Asia Pacific Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.4.1 By Component Type
7.4.2 By Deployment Type
7.4.3 By Application Type
7.4.4 By Country
7.4.4.1 China Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.4.4.1.1 By Component Type
7.4.4.1.2 By Deployment Type
7.4.4.1.3 By Application Type
7.4.4.2 Japan Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.4.4.2.1 By Component Type
7.4.4.2.2 By Deployment Type
7.4.4.2.3 By Application Type
7.4.4.3 India Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.4.4.3.1 By Component Type
7.4.4.3.2 By Deployment Type
7.4.4.3.3 By Application Type
7.4.4.4 South Korea Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.4.4.4.1 By Component Type
7.4.4.4.2 By Deployment Type
7.4.4.4.3 By Application Type
7.4.4.5 Singapore Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.4.4.5.1 By Component Type
7.4.4.5.2 By Deployment Type
7.4.4.5.3 By Application Type
7.4.4.6 Malaysia Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.4.4.7.1 By Component Type
7.4.4.7.2 By Deployment Type
7.4.4.7.3 By Application Type
7.4.4.7 Thailand Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.4.4.7.1 By Component Type
7.4.4.7.2 By Deployment Type
7.4.4.7.3 By Application Type
7.4.4.8 Indonesia Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.4.4.8.1 By Component Type
7.4.4.8.2 By Deployment Type
7.4.4.8.3 By Application Type
7.4.4.9 Vietnam Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.4.4.9.1 By Component Type
7.4.4.9.2 By Deployment Type
7.4.4.9.3 By Application Type
7.4.4.10 Taiwan Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.4.4.10.1 By Component Type
7.4.4.10.2 By Deployment Type
7.4.4.10.3 By Application Type
7.4.4.11 Rest of Asia Pacific Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.4.4.11.1 By Component Type
7.4.4.11.2 By Deployment Type
7.4.4.11.3 By Application Type
7.5 Middle East and Africa Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.5.1 By Component Type
7.5.2 By Deployment Type
7.5.3 By Application Type
7.5.4 By Country
7.5.4.1 Saudi Arabia Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.5.4.1.1 By Component Type
7.5.4.1.2 By Deployment Type
7.5.4.1.3 By Application Type
7.5.4.2 U.A.E. Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.5.4.2.1 By Component Type
7.5.4.2.2 By Deployment Type
7.5.4.2.3 By Application Type
7.5.4.3 Israel Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.5.4.3.1 By Component Type
7.5.4.3.2 By Deployment Type
7.5.4.3.3 By Application Type
7.5.4.4 South Africa Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.5.4.4.1 By Component Type
7.5.4.4.2 By Deployment Type
7.5.4.4.3 By Application Type
7.5.4.5 Rest of Middle East and Africa Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.5.4.5.1 By Component Type
7.5.4.5.2 By Deployment Type
7.5.4.5.2 By Application Type
7.6 Central and South America Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.7.1 By Component Type
7.7.2 By Deployment Type
7.7.3 By Application Type
7.7.4 By Country
7.7.4.1 Brazil Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.7.4.1.1 By Component Type
7.7.4.1.2 By Deployment Type
7.7.4.1.3 By Application Type
7.7.4.2 Argentina Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.7.4.2.1 By Component Type
7.7.4.2.2 By Deployment Type
7.7.4.2.3 By Application Type
7.7.4.3 Chile Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.7.4.3.1 By Component Type
7.7.4.3.2 By Deployment Type
7.7.4.3.3 By Application Type
7.7.4.4 Rest of Central and South America Digital Agriculture Market Estimates and Forecast, 2020-2028 (USD Billion)
7.7.4.4.1 By Component Type
7.7.4.4.2 By Deployment Type
7.7.4.4.3 By Application Type
8 COMPETITIVE LANDCAPE
8.1 Company Market Share Analysis
8.2 Four Quadrant Positioning Matrix
8.2.1 Market Leaders
8.2.2 Market Visionaries
8.2.3 Market Challengers
8.2.4 Niche Market Players
8.3 Vendor Landscape
8.3.1 North America
8.3.2 Europe
8.3.3 Asia Pacific
8.3.4 Rest of the World
8.4 Company Profiles
8.4.1 AGCO Corporation
8.4.1.1 Business Description & Financial Analysis
8.4.1.2 SWOT Analysis
8.4.1.3 Products & Services Offered
8.4.1.4 Strategic Alliances between Business Partners
8.4.2 IBM Corporation
8.4.2.1 Business Description & Financial Analysis
8.4.2.2 SWOT Analysis
8.4.2.3 Products & Services Offered
8.4.2.4 Strategic Alliances between Business Partners
8.4.3 Microsoft Corporation
8.4.3.1 Business Description & Financial Analysis
8.4.3.2 SWOT Analysis
8.4.3.3 Products & Services Offered
8.4.3.4 Strategic Alliances between Business Partners
8.4.4 Climate Corporation
8.4.4.1 Business Description & Financial Analysis
8.4.4.2 SWOT Analysis
8.4.4.3 Products & Services Offered
8.4.4.4 Strategic Alliances between Business Partners
8.4.5 HummingBird Technologies
8.4.5.1 Business Description & Financial Analysis
8.4.5.2 SWOT Analysis
8.4.5.3 Products & Services Offered
8.4.5.4 Strategic Alliances between Business Partners
8.4.6 Gamaya SA
8.4.7.1 Business Description & Financial Analysis
8.4.7.2 SWOT Analysis
8.4.7.3 Products & Services Offered
8.4.7.4 Strategic Alliances between Business Partners
8.4.7 Taranis
8.4.7.1 Business Description & Financial Analysis
8.4.7.2 SWOT Analysis
8.4.7.3 Products & Services Offered
8.4.8.4 Strategic Alliances between Business Partners
8.4.8 Farmer’s Edge
8.4.8.1 Business Description & Financial Analysis
8.4.8.2 SWOT Analysis
8.4.8.3 Products & Services Offered
8.4.8.4 Strategic Alliances between Business Partners
8.4.9 Eurofins
8.4.9.1 Business Description & Financial Analysis
8.4.9.2 SWOT Analysis
8.4.9.3 Products & Services Offered
8.4.9.4 Strategic Alliances between Business Partners
8.4.10 Agriwebb
8.4.10.1 Business Description & Financial Analysis
8.4.10.2 SWOT Analysis
8.4.10.3 Products & Services Offered
8.4.10.4 Strategic Alliances between Business Partners
8.4.11 Other Companies
8.4.11.1 Business Description & Financial Analysis
8.4.11.2 SWOT Analysis
8.4.11.3 Products & Services Offered
8.4.11.4 Strategic Alliances between Business Partners
9 RESEARCH METHODOLOGY
9.1 Market Introduction
9.1.1 Market Definition
9.1.2 Market Scope & Segmentation
9.2 Information Procurement
9.2.1 Secondary Research
9.2.1.1 Purchased Databases
9.2.1.2 GMEs Internal Data Repository
9.2.1.3 Secondary Resources & Third Party Perspectives
9.2.1.4 Company Information Sources
9.2.2 Primary Research
9.2.2.1 Various Types of Respondents for Primary Interviews
9.2.2.2 Number of Interviews Conducted throughout the Research Process
9.2.2.3 Primary Stakeholders
9.2.2.4 Discussion Guide for Primary Participants
9.2.3 Expert Panels
9.2.3.1 Expert Panels Across 30+ Industry
9.2.4 Paid Local Experts
9.2.4.1 Paid Local Experts Across 30+ Industry Across each Region
9.3 Market Estimation
9.3.1 Top-Down Approach
9.3.1.1 Macro-Economic Indicators Considered
9.3.1.2 Micro-Economic Indicators Considered
9.3.2 Bottom Up Approach
9.3.2.1 Company Share Analysis Approach
9.3.2.2 Estimation of Potential Product Sales
9.4 Data Triangulation
9.4.1 Data Collection
9.4.2 Time Series, Cross Sectional & Panel Data Analysis
9.4.3 Cluster Analysis
9.5 Analysis and Output
9.5.1 Inhouse AI Based Real Time Analytics Tool
9.5.2 Output From Desk & Primary Research
9.6 Research Assumptions & Limitations
9.7.1 Research Assumptions
9.7.2 Research Limitations
LIST OF TABLES
1 Global Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
2 Hardware Market, By Region, 2020-2028 (USD Billion)
3 Software Market, By Region, 2020-2028 (USD Billion)
4 Services Market, By Region, 2020-2028 (USD Billion)
5 Global Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
6 On-premise Market, By Region, 2020-2028 (USD Billion)
7 Cloud-based Market, By Region, 2020-2028 (USD Billion)
8 Global Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
9 Yield Monitoring Market, By Region, 2020-2028 (USD Billion)
10 CROP MONITORING Market, By Region, 2020-2028 (USD Billion)
11 Soil Monitoring Market, By Region, 2020-2028 (USD Billion)
12 Livestock Monitoring Market, By Region, 2020-2028 (USD Billion)
13 Real-time Safety Testing Market, By Region, 2020-2028 (USD Billion)
14 Field mapping Market, By Region, 2020-2028 (USD Billion)
15 Other Applications Market, By Region, 2020-2028 (USD Billion)
16 Regional Analysis, 2020-2028 (USD Billion)
17 North America Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
18 North America Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
19 North America Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
20 North America Digital Agriculture Market, By Country, 2020-2028 (USD Billion)
21 U.S. Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
22 U.S. Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
23 U.S. Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
24 Canada Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
25 Canada Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
26 Canada Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
27 Mexico Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
28 Mexico Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
29 Mexico Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
30 Europe Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
31 Europe Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
32 Europe Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
33 Europe Digital Agriculture Market, By COUNTRY, 2020-2028 (USD Billion)
34 Germany Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
35 Germany Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
36 Germany Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
37 U.K. Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
38 U.K. Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
39 U.K. Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
40 France Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
41 France Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
42 France Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
43 Italy Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
44 Italy Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
45 Italy Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
46 Spain Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
47 Spain Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
48 Spain Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
49 Netherlands Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
50 Netherlands Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
51 Netherlands Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
52 Rest Of Europe Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
53 Rest Of Europe Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
54 Rest of Europe Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
55 Asia Pacific Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
56 Asia Pacific Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
57 Asia Pacific Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
58 Asia Pacific Digital Agriculture Market, By Country, 2020-2028 (USD Billion)
59 China Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
60 China Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
61 China Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
62 India Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
63 India Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
64 India Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
65 Japan Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
66 Japan Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
67 Japan Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
68 South Korea Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
69 South Korea Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
70 South Korea Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
71 Thailand Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
72 Thailand Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
73 Thailand Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
74 Indonesia Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
75 Indonesia Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
76 Indonesia Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
77 Australia Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
78 Australia Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
79 Australia Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
80 Vietnam Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
81 Vietnam Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
82 Vietnam Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
83 Malaysia Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
84 Malaysia Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
85 Malaysia Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
86 Singapore Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
87 Singapore Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
88 Singapore Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
89 Philippines Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
90 Philippines Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
91 Philippines Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
92 Rest Of Asia pacific Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
93 Rest Of Asia Pacific Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
94 Rest of Asia pacific Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
95 Middle East and Africa Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
96 Middle East and Africa Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
97 Middle East and Africa Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
98 Middle East and Africa Digital Agriculture Market, By Country, 2020-2028 (USD Billion)
99 Saudi Arabia Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
100 Saudi Arabia Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
101 Saudi Arabia Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
102 UAE Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
103 UAE Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
104 UAE Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
105 Israel Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
106 Israel Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
107 Israel Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
108 South Africa Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
109 South Africa Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
110 South Africa Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
111 Rest Of Middle East and Africa Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
112 Rest Of Middle East and Africa Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
113 Rest of Middle East and Africa Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
114 Central and South America Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
115 Central and South America Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
116 Central and South America Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
117 Central and South America Digital Agriculture Market, By Country, 2020-2028 (USD Billion)
118 Brazil Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
119 Brazil Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
120 Brazil Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
121 Argentina Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
122 Argentina Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
123 Argentina Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
124 Chile Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
125 Chile Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
126 Chile Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
127 Rest Of Central and South America Digital Agriculture Market, By Component Type, 2020-2028 (USD Billion)
128 Rest Of Central and South America Digital Agriculture Market, By Deployment Type, 2020-2028 (USD Billion)
129 Rest of Central and South America Digital Agriculture Market, By Application Type, 2020-2028 (USD Billion)
130 AGCO Corporation: Products & Services Offering
131 IBM Corporation: Products & Services Offering
132 Microsoft Corporation: Products & Services Offering
133 CLIMATE CORPORATION: Products & Services Offering
134 HummingBird Technologies: Products & Services Offering
135 Gamaya SA: Products & Services Offering
136 TARANIS: Products & Services Offering
137 Farmer’s Edge: Products & Services Offering
138 EUROFINS: Products & Services Offering
139 Agriwebb: Products & Services Offering
140 Other Companies: Products & Services Offering
LIST OF FIGURES
1 Global Digital Agriculture Market Overview
2 Global Digital Agriculture Market Value From 2020-2028 (USD Billion)
3 Global Digital Agriculture Market Share, By Component Type (2022)
4 Global Digital Agriculture Market Share, By Deployment Type (2022)
5 Global Digital Agriculture Market Share, By Application Type (2022)
6 Global Digital Agriculture Market, By Region (Asia Pacific Market)
7 Technological Trends In Global Digital Agriculture Market
8 Four Quadrant Competitor Positioning Matrix
9 Impact Of Macro & Micro Indicators On The Market
10 Impact Of Key Drivers On The Global Digital Agriculture Market
11 Impact Of Challenges On The Global Digital Agriculture Market
12 Porter’s Five Forces Analysis
13 Global Digital Agriculture Market: By Component Type Scope Key Takeaways
14 Global Digital Agriculture Market, By Component Type Segment: Revenue Growth Analysis
15 Hardware Market, By Region, 2020-2028 (USD Billion)
16 Software Market, By Region, 2020-2028 (USD Billion)
17 Services Market, By Region, 2020-2028 (USD Billion)
18 Global Digital Agriculture Market: By Deployment Type Scope Key Takeaways
19 Global Digital Agriculture Market, By Deployment Type Segment: Revenue Growth Analysis
20 On-premise Market, By Region, 2020-2028 (USD Billion)
21 Cloud-based Market, By Region, 2020-2028 (USD Billion)
22 Global Digital Agriculture Market: By Application Type Scope Key Takeaways
23 Global Digital Agriculture Market, By Application Type Segment: Revenue Growth Analysis
24 Yield Monitoring Market, By Region, 2020-2028 (USD Billion)
25 Crop Monitoring Market, By Region, 2020-2028 (USD Billion)
26 Soil Monitoring Market, By Region, 2020-2028 (USD Billion)
27 Livestock Monitoring Market, By Region, 2020-2028 (USD Billion)
28 Real-time Safety Testing Market, By Region, 2020-2028 (USD Billion)
29 Field mapping Market, By Region, 2020-2028 (USD Billion)
30 Other Applications Market, By Region, 2020-2028 (USD Billion)
31 Regional Segment: Revenue Growth Analysis
32 Global Digital Agriculture Market: Regional Analysis
33 North America Digital Agriculture Market Overview
34 North America Digital Agriculture Market, By Component Type
35 North America Digital Agriculture Market, By Deployment Type
36 North America Digital Agriculture Market, By Application Type
37 North America Digital Agriculture Market, By Country
38 U.S. Digital Agriculture Market, By Component Type
39 U.S. Digital Agriculture Market, By Deployment Type
40 U.S. Digital Agriculture Market, By Application Type
41 Canada Digital Agriculture Market, By Component Type
42 Canada Digital Agriculture Market, By Deployment Type
43 Canada Digital Agriculture Market, By Application Type
44 Mexico Digital Agriculture Market, By Component Type
45 Mexico Digital Agriculture Market, By Deployment Type
46 Mexico Digital Agriculture Market, By Application Type
47 Four Quadrant Positioning Matrix
48 Company Market Share Analysis
49 AGCO Corporation: Company Snapshot
50 AGCO Corporation: SWOT Analysis
51 AGCO Corporation: Geographic Presence
52 IBM Corporation: Company Snapshot
53 IBM Corporation: SWOT Analysis
54 IBM Corporation: Geographic Presence
55 Microsoft Corporation: Company Snapshot
56 Microsoft Corporation: SWOT Analysis
57 Microsoft Corporation: Geographic Presence
58 Climate Corporation: Company Snapshot
59 Climate Corporation: SWOT Analysis
60 Climate Corporation: Geographic Presence
61 HummingBird Technologies: Company Snapshot
62 HummingBird Technologies: SWOT Analysis
63 HummingBird Technologies: Geographic Presence
64 Gamaya SA: Company Snapshot
65 Gamaya SA: SWOT Analysis
66 Gamaya SA: Geographic Presence
67 Taranis : Company Snapshot
68 Taranis : SWOT Analysis
69 Taranis : Geographic Presence
70 Farmer’s Edge: Company Snapshot
71 Farmer’s Edge: SWOT Analysis
72 Farmer’s Edge: Geographic Presence
73 Eurofins: Company Snapshot
74 Eurofins: SWOT Analysis
75 Eurofins: Geographic Presence
76 Agriwebb: Company Snapshot
77 Agriwebb: SWOT Analysis
78 Agriwebb: Geographic Presence
79 Other Companies: Company Snapshot
80 Other Companies: SWOT Analysis
81 Other Companies: Geographic Presence
The Global Digital Agriculture Market has been studied from the year 2019 till 2028. However, the CAGR provided in the report is from the year 2023 to 2028. The research methodology involved three stages: Desk research, Primary research, and Analysis & Output from the entire research process.
The desk research involved a robust background study which meant referring to paid and unpaid databases to understand the market dynamics; mapping contracts from press releases; identifying the key players in the market, studying their product portfolio, competition level, annual reports/SEC filings & investor presentations; and learning the demand and supply-side analysis for the Digital Agriculture Market.
The primary research activity included telephonic conversations with more than 50 tier 1 industry consultants, distributors, and end-use product manufacturers.
Finally, based on the above thorough research process, an in-depth analysis was carried out considering the following aspects: market attractiveness, current & future market trends, market share analysis, SWOT analysis of the company and customer analytics.
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