1. Research Framework
1.1. Research Objective
1.2. Product Overview
1.3. Market Segmentation
2. Research Methodology
2.1. Qualitative Research
2.1.1. Primary & Secondary Research
2.2. Quantitative Research
2.3. Market Breakdown & Data Triangulation
2.3.1. Secondary Research
2.3.2. Primary Research
2.4. Breakdown of Primary Research Respondents, By Region
2.5. Assumption & Limitation
3. Executive Summary
4. Global Digital Agriculture Market Insights
4.1. Industry Value Chain Analysis
4.2. DROC Analysis
4.2.1. Growth Drivers
4.2.2. Restraints
4.2.3. Opportunities
4.2.4. Challenges
4.3. Technological Advancement/Recent Development
4.4. Regulatory Framework
4.5. Porters Five Forces Analysis
4.5.1. Bargaining Power of Suppliers
4.5.2. Bargaining Power of Buyers
4.5.3. Threat of New Entrants
4.5.4. Threat of Substitutes
4.5.5. Intensity of Rivalry
5. Global Digital Agriculture Market Overview
5.1. Market Size & Forecast by Value, 2018-2028
5.1.1. By Value (USD Million)
5.2. Market Share & Forecast
5.2.1. By Type
5.2.1.1. Hardware
5.2.1.1.1. Displays
5.2.1.1.2. Drone/UAVs
5.2.1.1.3. GPS/GNSS Devices
5.2.1.1.4. Guidance and Steering Systems
5.2.1.1.5. Irrigation Controllers
5.2.1.1.6. Others
5.2.1.2. Software
5.2.1.3. Services
5.2.2. By Application
5.2.2.1. Field Mapping
5.2.2.2. Crop Scouting
5.2.2.3. Weather Tracking
5.2.2.4. Drone Analytics
5.2.2.5. Financial Management
5.2.2.6. Farm Inventory Management
5.2.2.7. Others
5.2.3. By Deployment
5.2.3.1. Cloud
5.2.3.2. On-Premise
5.2.3.3. Hybrid
5.2.4. By Region
5.2.4.1. North America
5.2.4.2. Europe
5.2.4.3. Asia-Pacific
5.2.4.4. Latin America
5.2.4.5. Middle East and Africa
6. North America Digital Agriculture Market
6.1. Market Size & Forecast by Value, 2018-2028
6.1.1. By Value (USD Million)
6.2. Market Share & Forecast
6.2.1. By Type
6.2.2. By Application
6.2.3. By Deployment
6.2.4. By Country
6.2.4.1. United States
6.2.4.2. Canada
7. Europe Digital Agriculture Market
7.1. Market Size & Forecast by Value, 2018-2028
7.1.1. By Value (USD Million)
7.2. Market Share & Forecast
7.2.1. By Type
7.2.2. By Application
7.2.3. By Deployment
7.2.4. By Country
7.2.4.1. Germany
7.2.4.2. United Kingdom
7.2.4.3. Italy
7.2.4.4. France
7.2.4.5. Spain
7.2.4.6. Rest of Europe
8. Asia-Pacific Digital Agriculture Market
8.1. Market Size & Forecast by Value, 2018-2028
8.1.1. By Value (USD Million)
8.2. Market Share & Forecast
8.2.1. By Type
8.2.2. By Application
8.2.3. By Deployment
8.2.4. By Country
8.2.4.1. China
8.2.4.2. India
8.2.4.3. Japan
8.2.4.4. South Korea
8.2.4.5. Rest of Asia-Pacific
9. Latin America Digital Agriculture Market
9.1. Market Size & Forecast by Value, 2018-2028
9.1.1. By Value (USD Million)
9.2. Market Share & Forecast
9.2.1. By Type
9.2.2. By Application
9.2.3. By Deployment
9.2.4. By Country
9.2.4.1. Brazil
9.2.4.2. Mexico
9.2.4.3. Rest of Latin America
10. Middle East and Middle East and Africa Digital Agriculture Market
10.1. Market Size & Forecast by Value, 2018-2028
10.1.1. By Value (USD Million)
10.2. Market Share & Forecast
10.2.1. By Type
10.2.2. By Application
10.2.3. By Deployment
10.2.4. By Country
10.2.4.1. Saudi Arabia
10.2.4.2. UAE
10.2.4.3. South Africa
10.2.4.4. Rest of Middle East and Africa
11. Competitive Landscape
11.1. List of Key Players and Their Offerings
11.2. Market Share Analysis, 2021
11.3. Competitive Benchmarking, By Operating Parameters
11.4. Key Strategic Development (Mergers, Acquisitions, Partnerships, etc.)
12. Impact of Covid-19 on Global Digital Agriculture Market
13. Company Profile (Company Overview, Financial Matrix, Competitive landscape, Key Personnel, Key Competitors, Contact Address, and Strategic Outlook) **
13.1. Agrellus, Inc.
13.2. Agri Marketplace
13.3. Agrofy
13.4. Agrostar
13.5. COFCO International
13.6. Crofarm Agriproducts Pvt. Ltd.
13.7. DeHaat
13.8. Eden Farm
13.9. Farmcrowdy
13.10. Kaset Thai Hitech Co., Ltd.
13.11. Ninjacart Platform (63Ideas Infolabs Pvt. Ltd.)
13.12. Tanihub
13.13. WayCool Foods and Products Pvt Ltd.
13.14. Enam (National Agriculture Market)
14. Key Strategic Recommendations
*Financial information in case of non-listed companies will be provided as per availability
**The segmentation and the companies are subjected to modifications based on in-depth secondary for the final deliverable