Chapter 1. Introduction

1.1. Research Objective

1.2. Scope of the Study

1.3. Definition

Chapter 2. Research Methodology

2.1. Research Approach

2.2. Data Applications

2.3. Assumptions & Limitations

Chapter 3. Executive Summary

3.1. Market Snapshot

Chapter 4. Market Variables and Scope 

4.1. Introduction

4.2. Market Classification and Scope

4.3. Industry Value Chain Analysis

4.3.1. Raw Material Procurement Analysis 

4.3.2. Sales and Eleven Analysis

4.3.3. Downstream Buyer Analysis

Chapter 5. Market Dynamics Analysis and Trends

5.1. Market Dynamics

5.1.1. Market Drivers

5.1.2. Market Restraints

5.1.3. Market Opportunities

5.2. Porter’s Five Forces Analysis

5.2.1. Bargaining power of suppliers

5.2.2. Bargaining power of buyers

5.2.3. Threat of substitute

5.2.4. Threat of new entrants

5.2.5. Degree of competition

Chapter 6. Competitive Landscape

6.1.1. Company Market Share/Positioning Analysis

6.1.2. Key Strategies Adopted by Players

6.1.3. Vendor Landscape

6.1.3.1. List of Suppliers

6.1.3.2. List of Buyers

Chapter 7. Global Digital Agriculture Market, By Business Channel

7.1. Digital Agriculture Market, by Business Channel, 2022-2032

7.1.1. B2B

7.1.1.1. Market Revenue and Forecast (2020-2032)

7.1.2. B2C

7.1.2.1. Market Revenue and Forecast (2020-2032)

Chapter 8. Global Digital Agriculture Market, By Product Type

8.1. Digital Agriculture Market, by Product Type, 2022-2032

8.1.1. Perishables

8.1.1.1. Market Revenue and Forecast (2020-2032)

8.1.2. Non perishables

8.1.2.1. Market Revenue and Forecast (2020-2032)

8.1.3. Raw materials

8.1.3.1. Market Revenue and Forecast (2020-2032)

8.1.4. Others

8.1.4.1. Market Revenue and Forecast (2020-2032)

Chapter 9. Global Digital Agriculture Market, By Component Type

9.1. Digital Agriculture Market, by Component Type, 2022-2032

9.1.1. Hardware

9.1.1.1. Market Revenue and Forecast (2020-2032)

9.1.2. Software

9.1.2.1. Market Revenue and Forecast (2020-2032)

9.1.3. Devices

9.1.3.1. Market Revenue and Forecast (2020-2032)

Chapter 10. Global Digital Agriculture Market, By Deployment

10.1. Digital Agriculture Market, by Deployment, 2022-2032

10.1.1. Cloud

10.1.1.1. Market Revenue and Forecast (2020-2032)

10.1.2. On-Premise

10.1.2.1. Market Revenue and Forecast (2020-2032)

10.1.3. Hybrid

10.1.3.1. Market Revenue and Forecast (2020-2032)

Chapter 11. Global Digital Agriculture Market, By Infrastructure

11.1. Digital Agriculture Market, by Infrastructure, 2022-2032

11.1.1. Sensing & Monitoring

11.1.1.1. Market Revenue and Forecast (2020-2032)

11.1.2. Sensors

11.1.2.1. Market Revenue and Forecast (2020-2032)

11.1.3. Cameras

11.1.3.1. Market Revenue and Forecast (2020-2032)

11.1.4. Communication Technology

11.1.4.1. Market Revenue and Forecast (2020-2032)

11.1.5. Short Range

11.1.5.1. Market Revenue and Forecast (2020-2032)

11.1.6. Medium Range

11.1.6.1. Market Revenue and Forecast (2020-2032)

11.1.7. Long Range

11.1.7.1. Market Revenue and Forecast (2020-2032)

11.1.8. Cloud and Data Processing

11.1.8.1. Market Revenue and Forecast (2020-2032)

11.1.9. Telematics/Positioning

11.1.9.1. Market Revenue and Forecast (2020-2032)

11.1.10. GPS/GNSS

11.1.10.1. Market Revenue and Forecast (2020-2032)

11.1.11. GIS

11.1.11.1. Market Revenue and Forecast (2020-2032)

Chapter 12. Global Digital Agriculture Market, By Type

12.1. Digital Agriculture Market, by Type, 2022-2032

12.1.1. Crop Monitoring

12.1.1.1. Market Revenue and Forecast (2020-2032)

12.1.2. Artificial Intelligence

12.1.2.1. Market Revenue and Forecast (2020-2032)

12.1.3. Precision Farming

12.1.3.1. Market Revenue and Forecast (2020-2032)

Chapter 13. Global Digital Agriculture Market, By Company Type

13.1. Digital Agriculture Market, by Company Type, 2022-2032

13.1.1. Tier 1-55%

13.1.1.1. Market Revenue and Forecast (2020-2032)

13.1.2. Tier 2-20%

13.1.2.1. Market Revenue and Forecast (2020-2032)

13.1.3. Tier 3-25%

13.1.3.1. Market Revenue and Forecast (2020-2032)

Chapter 14. Global Digital Agriculture Market, By Designation

14.1. Digital Agriculture Market, by Designation, 2022-2032

14.1.1. C-Level Executives-40%

14.1.1.1. Market Revenue and Forecast (2020-2032)

14.1.2. Directors -35%

14.1.2.1. Market Revenue and Forecast (2020-2032)

14.1.3. Others-25%

14.1.3.1. Market Revenue and Forecast (2020-2032)

Chapter 15. Global Digital Agriculture Market, By Application

15.1. Digital Agriculture Market, by Application, 2022-2032

15.1.1. Field Mapping

15.1.1.1. Market Revenue and Forecast (2020-2032)

15.1.2. Livestock Monitoring

15.1.2.1. Market Revenue and Forecast (2020-2032)

15.1.3. Greenhouse Farming

15.1.3.1. Market Revenue and Forecast (2020-2032)

15.1.4. Crop Scouting

15.1.4.1. Market Revenue and Forecast (2020-2032)

15.1.5. Weather Tracking

15.1.5.1. Market Revenue and Forecast (2020-2032)

15.1.6. Drone Analytics

15.1.6.1. Market Revenue and Forecast (2020-2032)

15.1.7. Financial Management

15.1.7.1. Market Revenue and Forecast (2020-2032)

15.1.8. Farm Inventory Management

15.1.8.1. Market Revenue and Forecast (2020-2032)

15.1.9. Others

15.1.9.1. Market Revenue and Forecast (2020-2032)

Chapter 16. Global Digital Agriculture Market, Regional Estimates and Trend Forecast

16.1. North America

16.1.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.1.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.1.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.1.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.1.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.1.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.1.7. Market Revenue and Forecast, by Type (2020-2032)

16.1.8. Market Revenue and Forecast, by Designation (2020-2032)

16.1.9. Market Revenue and Forecast, by Application (2020-2032)

16.1.11. U.S.

16.1.11.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.1.11.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.1.11.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.1.11.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.1.11.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.1.11.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.1.12.7. Market Revenue and Forecast, by Type (2020-2032)

16.1.11.8. Market Revenue and Forecast, by Designation (2020-2032)

16.1.11.9. Market Revenue and Forecast, by Application (2020-2032)

16.1.12. Rest of North America

16.1.12.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.1.12.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.1.12.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.1.12.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.1.12.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.1.12.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.1.12.7. Market Revenue and Forecast, by Type (2020-2032)

16.1.12.8. Market Revenue and Forecast, by Designation (2020-2032)

16.1.12.9. Market Revenue and Forecast, by Application (2020-2032)

16.2. Europe

16.2.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.2.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.2.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.2.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.2.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.2.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.2.7. Market Revenue and Forecast, by Type (2020-2032)

16.2.8. Market Revenue and Forecast, by Designation (2020-2032)

16.2.9. Market Revenue and Forecast, by Application (2020-2032)

16.2.11. UK

16.2.11.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.2.11.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.2.11.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.2.11.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.2.11.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.2.11.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.2.11.7. Market Revenue and Forecast, by Type (2020-2032)

16.2.11.8. Market Revenue and Forecast, by Designation (2020-2032)

16.2.11.9. Market Revenue and Forecast, by Application (2020-2032)

16.2.12. Germany

16.2.12.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.2.12.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.2.12.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.2.12.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.2.12.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.2.12.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.2.12.7. Market Revenue and Forecast, by Type (2020-2032)

16.2.12.8. Market Revenue and Forecast, by Designation (2020-2032)

16.2.12.9. Market Revenue and Forecast, by Application (2020-2032)

16.2.13. France

16.2.13.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.2.13.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.2.13.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.2.13.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.2.13.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.2.13.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.2.13.7. Market Revenue and Forecast, by Type (2020-2032)

16.2.13.8. Market Revenue and Forecast, by Designation (2020-2032)

16.2.13.9. Market Revenue and Forecast, by Application (2020-2032)

16.2.14. Rest of Europe

16.2.14.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.2.14.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.2.14.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.2.14.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.2.14.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.2.14.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.2.14.7. Market Revenue and Forecast, by Type (2020-2032)

16.2.14.8. Market Revenue and Forecast, by Designation (2020-2032)

16.2.14.9. Market Revenue and Forecast, by Application (2020-2032)

16.3. APAC

16.3.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.3.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.3.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.3.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.3.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.3.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.3.7. Market Revenue and Forecast, by Type (2020-2032)

16.3.8. Market Revenue and Forecast, by Designation (2020-2032)

16.3.9. Market Revenue and Forecast, by Application (2020-2032)

16.3.11. India

16.3.11.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.3.11.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.3.11.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.3.11.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.3.11.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.3.11.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.3.11.7. Market Revenue and Forecast, by Type (2020-2032)

16.3.11.8. Market Revenue and Forecast, by Designation (2020-2032)

16.3.11.9. Market Revenue and Forecast, by Application (2020-2032)

16.3.12. China

16.3.12.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.3.12.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.3.12.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.3.12.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.3.12.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.3.12.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.3.12.7. Market Revenue and Forecast, by Type (2020-2032)

16.3.12.8. Market Revenue and Forecast, by Designation (2020-2032)

16.3.12.9. Market Revenue and Forecast, by Application (2020-2032)

16.3.13. Japan

16.3.13.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.3.13.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.3.13.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.3.13.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.3.13.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.3.13.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.3.13.7. Market Revenue and Forecast, by Type (2020-2032)

16.3.13.8. Market Revenue and Forecast, by Designation (2020-2032)

16.3.13.9. Market Revenue and Forecast, by Application (2020-2032)

16.3.14. Rest of APAC

16.3.14.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.3.14.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.3.14.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.3.14.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.3.14.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.3.14.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.3.14.7. Market Revenue and Forecast, by Type (2020-2032)

16.3.14.8. Market Revenue and Forecast, by Designation (2020-2032)

16.3.14.9. Market Revenue and Forecast, by Application (2020-2032)

16.4. MEA

16.4.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.4.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.4.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.4.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.4.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.4.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.4.7. Market Revenue and Forecast, by Type (2020-2032)

16.4.8. Market Revenue and Forecast, by Designation (2020-2032)

16.4.9. Market Revenue and Forecast, by Application (2020-2032)

16.4.11. GCC

16.4.11.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.4.11.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.4.11.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.4.11.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.4.11.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.4.11.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.4.11.7. Market Revenue and Forecast, by Type (2020-2032)

16.4.11.8. Market Revenue and Forecast, by Designation (2020-2032)

16.4.11.9. Market Revenue and Forecast, by Application (2020-2032)

16.4.12. North Africa

16.4.12.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.4.12.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.4.12.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.4.12.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.4.12.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.4.12.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.4.12.7. Market Revenue and Forecast, by Type (2020-2032)

16.4.12.8. Market Revenue and Forecast, by Designation (2020-2032)

16.4.12.9. Market Revenue and Forecast, by Application (2020-2032)

16.4.13. South Africa

16.4.13.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.4.13.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.4.13.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.4.13.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.4.13.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.4.13.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.4.13.7. Market Revenue and Forecast, by Type (2020-2032)

16.4.13.8. Market Revenue and Forecast, by Designation (2020-2032)

16.4.13.9. Market Revenue and Forecast, by Application (2020-2032)

16.4.14. Rest of MEA

16.4.14.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.4.14.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.4.14.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.4.14.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.4.14.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.4.14.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.4.14.7. Market Revenue and Forecast, by Type (2020-2032)

16.4.14.8. Market Revenue and Forecast, by Designation (2020-2032)

16.4.14.9. Market Revenue and Forecast, by Application (2020-2032)

16.5. Latin America

16.5.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.5.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.5.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.5.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.5.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.5.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.5.7. Market Revenue and Forecast, by Type (2020-2032)

16.5.8. Market Revenue and Forecast, by Designation (2020-2032)

16.5.9. Market Revenue and Forecast, by Application (2020-2032)

16.5.11. Brazil

16.5.11.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.5.11.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.5.11.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.5.11.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.5.11.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.5.11.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.5.11.7. Market Revenue and Forecast, by Type (2020-2032)

16.5.11.8. Market Revenue and Forecast, by Designation (2020-2032)

16.5.11.9. Market Revenue and Forecast, by Application (2020-2032)

16.5.12. Rest of LATAM

16.5.12.1. Market Revenue and Forecast, by Business Channel (2020-2032)

16.5.12.2. Market Revenue and Forecast, by Product Type (2020-2032)

16.5.12.3. Market Revenue and Forecast, by Component Type (2020-2032)

16.5.12.4. Market Revenue and Forecast, by Deployment (2020-2032)

16.5.12.5. Market Revenue and Forecast, by Infrastructure (2020-2032)

16.5.12.6. Market Revenue and Forecast, by Company Type (2020-2032)

16.5.12.7. Market Revenue and Forecast, by Type (2020-2032)

16.5.12.8. Market Revenue and Forecast, by Designation (2020-2032)

16.5.12.9. Market Revenue and Forecast, by Application (2020-2032)

Chapter 17. Company Profiles

17.1. AGCO Corporation

17.1.1. Company Overview

17.1.2. Product Offerings

17.1.3. Financial Performance

17.1.4. Recent Initiatives

17.2. Microsoft Corporation

17.2.1. Company Overview

17.2.2. Product Offerings

17.2.3. Financial Performance

17.2.4. Recent Initiatives

17.3. HummingBird Technologies

17.3.1. Company Overview

17.3.2. Product Offerings

17.3.3. Financial Performance

17.3.4. Recent Initiatives

17.4. IBM Corporation

17.4.1. Company Overview

17.4.2. Product Offerings

17.4.3. Financial Performance

17.4.4. Recent Initiatives

17.5. Gamaya SA

17.5.1. Company Overview

17.5.2. Product Offerings

17.5.3. Financial Performance

17.5.4. Recent Initiatives

17.6. DTN

17.6.1. Company Overview

17.6.2. Product Offerings

17.6.3. Financial Performance

17.6.4. Recent Initiatives

17.7. Taranis

17.7.1. Company Overview

17.7.2. Product Offerings

17.7.3. Financial Performance

17.7.4. Recent Initiatives

17.8. Farmers Edge

17.8.1. Company Overview

17.8.2. Product Offerings

17.8.3. Financial Performance

17.8.4. Recent Initiatives

17.9. Eurofins

17.9.1. Company Overview

17.9.2. Product Offerings

17.9.3. Financial Performance

17.9.4. Recent Initiatives

17.10. Agriwebb

17.10.1. Company Overview

17.10.2. Product Offerings

17.10.3. Financial Performance

17.10.4. Recent Initiatives

Chapter 18. Research Methodology

18.1. Primary Research

18.2. Secondary Research

18.3. Assumptions

Chapter 19. Appendix

19.1. About Us

19.2. Glossary of Terms