The latest research study released by Market IntelliX evaluates market size and forecasts of Digital Farm Management in Global, including the following market information:

Global Digital Farm Management Market Revenue, 2017-2022, 2023-2028, ($ millions)

Global top five companies in 2021 (%)

The global Digital Farm Management market was valued at million in 2021 and is projected to reach US$ million by 2028, at a CAGR of % during the forecast period 2022-2028.

The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.

Artificial Intelligence Segment to Reach $ Million by 2028, with a % CAGR in next six years.

The global key manufacturers of Digital Farm Management include Deere & Company, Trimble, Agjunction, Raven Industries, Iteris, AG Leader Technology, Dickey-John Corporation, Sst Development Group and Topcon, etc. In 2021, the global top five players have a share approximately % in terms of revenue.

MI has surveyed the Digital Farm Management companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.

Market Segmentations:

Global Digital Farm Management Market, by Type, 2017-2022, 2023-2028 ($ millions)

Global Digital Farm Management Market Segment Percentages, by Type, 2021 (%)

Artificial Intelligence

Machine Learning

Digital Communications Technologies

Precision Agriculture Technologies

Global Digital Farm Management Market, by Application, 2017-2022, 2023-2028 ($ millions)

Global Digital Farm Management Market Segment Percentages, by Application, 2021 (%)

Precision Farming

Livestock Monitoring

Fish Farming

Smart Greenhouse Farming

Others

Global Digital Farm Management Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)

Global Digital Farm Management Market Segment Percentages, By Region and Country, 2021 (%)

North America

US

Canada

Mexico

Europe

Germany

France

U.K.

Italy

Russia

Nordic Countries

Benelux

Rest of Europe

Asia

China

Japan

South Korea

Southeast Asia

India

Rest of Asia

South America

Brazil

Argentina

Rest of South America

Middle East & Africa

Turkey

Israel

Saudi Arabia

UAE

Rest of Middle East & Africa

Competitor Analysis

The report also provides analysis of leading market participants including:

Key companies Digital Farm Management revenues in global market, 2017-2022 (estimated), ($ millions)

Key companies Digital Farm Management revenues share in global market, 2021 (%)

The report presents profiles of competitors in the market, Some of the prominent key players covered:

Deere & Company

Trimble

Agjunction

Raven Industries

Iteris

AG Leader Technology

Dickey-John Corporation

Sst Development Group

Topcon

The Climate Corporation

Conservis Corporation

Farmers Edge

Delaval

Gea Group AG

Boumatic LLC

Start-Up Ecosystem

Key Takeaways from this Report

Evaluate market potential through analyzing growth rates (CAGR %), Volume (Units) and Value ($M) data given at country level – for product types, end use applications and by different industry verticals.

Understand the different dynamics influencing the market – key driving factors, challenges and hidden opportunities.

Get in-depth insights on your competitor performance – market shares, strategies, financial benchmarking, product benchmarking, SWOT and more.

Analyze the sales and distribution channels across key geographies to improve top-line revenues.

Understand the industry supply chain with a deep-dive on the value augmentation at each step, in order to optimize value and bring efficiencies in your processes.

Get a quick outlook on the market entropy – M&A’s, deals, partnerships, product launches of all key players for the past 4 years.

Evaluate the supply-demand gaps, import-export statistics and regulatory landscape for more than top 20 countries globally for the market.

1 Introduction to Research & Analysis Reports

1.1 Digital Farm Management Market Definition

1.2 Market Segments

1.2.1 Market by Type

1.2.2 Market by Application

1.3 Global Digital Farm Management Market Overview

1.4 Features & Benefits of This Report

1.5 Methodology & Sources of Information

1.5.1 Research Methodology

1.5.2 Research Process

1.5.3 Base Year

1.5.4 Report Assumptions & Caveats

2 Global Digital Farm Management Overall Market Size

2.1 Global Digital Farm Management Market Size: 2021 VS 2028

2.2 Global Digital Farm Management Market Size, Prospects & Forecasts: 2017-2028

2.3 Key Market Trends, Opportunity, Drivers and Restraints

2.3.1 Market Opportunities & Trends

2.3.2 Market Drivers

2.3.3 Market Restraints

3 Company Landscape

3.1 Top Digital Farm Management Players in Global Market

3.2 Top Global Digital Farm Management Companies Ranked by Revenue

3.3 Global Digital Farm Management Revenue by Companies

3.4 Top 3 and Top 5 Digital Farm Management Companies in Global Market, by Revenue in 2021

3.5 Global Companies Digital Farm Management Product Type

3.6 Tier 1, Tier 2 and Tier 3 Digital Farm Management Players in Global Market

3.6.1 List of Global Tier 1 Digital Farm Management Companies

3.6.2 List of Global Tier 2 and Tier 3 Digital Farm Management Companies

4 Market Sights by Product

4.1 Overview

4.1.1 by Type - Global Digital Farm Management Market Size Markets, 2021 & 2028

4.1.2 Artificial Intelligence

4.1.3 Machine Learning

4.1.4 Digital Communications Technologies

4.1.5 Precision Agriculture Technologies

4.2 By Type - Global Digital Farm Management Revenue & Forecasts

4.2.1 By Type - Global Digital Farm Management Revenue, 2017-2022

4.2.2 By Type - Global Digital Farm Management Revenue, 2023-2028

4.2.3 By Type - Global Digital Farm Management Revenue Market Share, 2017-2028

5 Sights by Application

5.1 Overview

5.1.1 By Application - Global Digital Farm Management Market Size, 2021 & 2028

5.1.2 Precision Farming

5.1.3 Livestock Monitoring

5.1.4 Fish Farming

5.1.5 Smart Greenhouse Farming

5.1.6 Others

5.2 By Application - Global Digital Farm Management Revenue & Forecasts

5.2.1 By Application - Global Digital Farm Management Revenue, 2017-2022

5.2.2 By Application - Global Digital Farm Management Revenue, 2023-2028

5.2.3 By Application - Global Digital Farm Management Revenue Market Share, 2017-2028

6 Sights by Region

6.1 By Region - Global Digital Farm Management Market Size, 2021 & 2028

6.2 By Region - Global Digital Farm Management Revenue & Forecasts

6.2.1 By Region - Global Digital Farm Management Revenue, 2017-2022

6.2.2 By Region - Global Digital Farm Management Revenue, 2023-2028

6.2.3 By Region - Global Digital Farm Management Revenue Market Share, 2017-2028

6.3 North America

6.3.1 By Country - North America Digital Farm Management Revenue, 2017-2028

6.3.2 US Digital Farm Management Market Size, 2017-2028

6.3.3 Canada Digital Farm Management Market Size, 2017-2028

6.3.4 Mexico Digital Farm Management Market Size, 2017-2028

6.4 Europe

6.4.1 By Country - Europe Digital Farm Management Revenue, 2017-2028

6.4.2 Germany Digital Farm Management Market Size, 2017-2028

6.4.3 France Digital Farm Management Market Size, 2017-2028

6.4.4 U.K. Digital Farm Management Market Size, 2017-2028

6.4.5 Italy Digital Farm Management Market Size, 2017-2028

6.4.6 Russia Digital Farm Management Market Size, 2017-2028

6.4.7 Nordic Countries Digital Farm Management Market Size, 2017-2028

6.4.8 Benelux Digital Farm Management Market Size, 2017-2028

6.5 Asia

6.5.1 By Region - Asia Digital Farm Management Revenue, 2017-2028

6.5.2 China Digital Farm Management Market Size, 2017-2028

6.5.3 Japan Digital Farm Management Market Size, 2017-2028

6.5.4 South Korea Digital Farm Management Market Size, 2017-2028

6.5.5 Southeast Asia Digital Farm Management Market Size, 2017-2028

6.5.6 India Digital Farm Management Market Size, 2017-2028

6.6 South America

6.6.1 By Country - South America Digital Farm Management Revenue, 2017-2028

6.6.2 Brazil Digital Farm Management Market Size, 2017-2028

6.6.3 Argentina Digital Farm Management Market Size, 2017-2028

6.7 Middle East & Africa

6.7.1 By Country - Middle East & Africa Digital Farm Management Revenue, 2017-2028

6.7.2 Turkey Digital Farm Management Market Size, 2017-2028

6.7.3 Israel Digital Farm Management Market Size, 2017-2028

6.7.4 Saudi Arabia Digital Farm Management Market Size, 2017-2028

6.7.5 UAE Digital Farm Management Market Size, 2017-2028

7 Players Profiles

7.1 Deere & Company

7.1.1 Deere & Company Corporate Summary

7.1.2 Deere & Company Business Overview

7.1.3 Deere & Company Digital Farm Management Major Product Offerings

7.1.4 Deere & Company Digital Farm Management Revenue in Global Market (2017-2022)

7.1.5 Deere & Company Key News

7.2 Trimble

7.2.1 Trimble Corporate Summary

7.2.2 Trimble Business Overview

7.2.3 Trimble Digital Farm Management Major Product Offerings

7.2.4 Trimble Digital Farm Management Revenue in Global Market (2017-2022)

7.2.5 Trimble Key News

7.3 Agjunction

7.3.1 Agjunction Corporate Summary

7.3.2 Agjunction Business Overview

7.3.3 Agjunction Digital Farm Management Major Product Offerings

7.3.4 Agjunction Digital Farm Management Revenue in Global Market (2017-2022)

7.3.5 Agjunction Key News

7.4 Raven Industries

7.4.1 Raven Industries Corporate Summary

7.4.2 Raven Industries Business Overview

7.4.3 Raven Industries Digital Farm Management Major Product Offerings

7.4.4 Raven Industries Digital Farm Management Revenue in Global Market (2017-2022)

7.4.5 Raven Industries Key News

7.5 Iteris

7.5.1 Iteris Corporate Summary

7.5.2 Iteris Business Overview

7.5.3 Iteris Digital Farm Management Major Product Offerings

7.5.4 Iteris Digital Farm Management Revenue in Global Market (2017-2022)

7.5.5 Iteris Key News

7.6 AG Leader Technology

7.6.1 AG Leader Technology Corporate Summary

7.6.2 AG Leader Technology Business Overview

7.6.3 AG Leader Technology Digital Farm Management Major Product Offerings

7.6.4 AG Leader Technology Digital Farm Management Revenue in Global Market (2017-2022)

7.6.5 AG Leader Technology Key News

7.7 Dickey-John Corporation

7.7.1 Dickey-John Corporation Corporate Summary

7.7.2 Dickey-John Corporation Business Overview

7.7.3 Dickey-John Corporation Digital Farm Management Major Product Offerings

7.7.4 Dickey-John Corporation Digital Farm Management Revenue in Global Market (2017-2022)

7.7.5 Dickey-John Corporation Key News

7.8 Sst Development Group

7.8.1 Sst Development Group Corporate Summary

7.8.2 Sst Development Group Business Overview

7.8.3 Sst Development Group Digital Farm Management Major Product Offerings

7.8.4 Sst Development Group Digital Farm Management Revenue in Global Market (2017-2022)

7.8.5 Sst Development Group Key News

7.9 Topcon

7.9.1 Topcon Corporate Summary

7.9.2 Topcon Business Overview

7.9.3 Topcon Digital Farm Management Major Product Offerings

7.9.4 Topcon Digital Farm Management Revenue in Global Market (2017-2022)

7.9.5 Topcon Key News

7.10 The Climate Corporation

7.10.1 The Climate Corporation Corporate Summary

7.10.2 The Climate Corporation Business Overview

7.10.3 The Climate Corporation Digital Farm Management Major Product Offerings

7.10.4 The Climate Corporation Digital Farm Management Revenue in Global Market (2017-2022)

7.10.5 The Climate Corporation Key News

7.11 Conservis Corporation

7.11.1 Conservis Corporation Corporate Summary

7.11.2 Conservis Corporation Business Overview

7.11.3 Conservis Corporation Digital Farm Management Major Product Offerings

7.11.4 Conservis Corporation Digital Farm Management Revenue in Global Market (2017-2022)

7.11.5 Conservis Corporation Key News

7.12 Farmers Edge

7.12.1 Farmers Edge Corporate Summary

7.12.2 Farmers Edge Business Overview

7.12.3 Farmers Edge Digital Farm Management Major Product Offerings

7.12.4 Farmers Edge Digital Farm Management Revenue in Global Market (2017-2022)

7.12.5 Farmers Edge Key News

7.13 Delaval

7.13.1 Delaval Corporate Summary

7.13.2 Delaval Business Overview

7.13.3 Delaval Digital Farm Management Major Product Offerings

7.13.4 Delaval Digital Farm Management Revenue in Global Market (2017-2022)

7.13.5 Delaval Key News

7.14 Gea Group AG

7.14.1 Gea Group AG Corporate Summary

7.14.2 Gea Group AG Business Overview

7.14.3 Gea Group AG Digital Farm Management Major Product Offerings

7.14.4 Gea Group AG Digital Farm Management Revenue in Global Market (2017-2022)

7.14.5 Gea Group AG Key News

7.15 Boumatic LLC

7.15.1 Boumatic LLC Corporate Summary

7.15.2 Boumatic LLC Business Overview

7.15.3 Boumatic LLC Digital Farm Management Major Product Offerings

7.15.4 Boumatic LLC Digital Farm Management Revenue in Global Market (2017-2022)

7.15.5 Boumatic LLC Key News

7.16 Start-Up Ecosystem

7.16.1 Start-Up Ecosystem Corporate Summary

7.16.2 Start-Up Ecosystem Business Overview

7.16.3 Start-Up Ecosystem Digital Farm Management Major Product Offerings

7.16.4 Start-Up Ecosystem Digital Farm Management Revenue in Global Market (2017-2022)

7.16.5 Start-Up Ecosystem Key News

8 Conclusion

9 Appendix

9.1 Note

9.2 Examples of Clients

9.3 Disclaimer

List of Tables

Table 1. Digital Farm Management Market Opportunities & Trends in Global Market

Table 2. Digital Farm Management Market Drivers in Global Market

Table 3. Digital Farm Management Market Restraints in Global Market

Table 4. Key Players of Digital Farm Management in Global Market

Table 5. Top Digital Farm Management Players in Global Market, Ranking by Revenue (2021)

Table 6. Global Digital Farm Management Revenue by Companies, (US$, Mn), 2017-2022

Table 7. Global Digital Farm Management Revenue Share by Companies, 2017-2022

Table 8. Global Companies Digital Farm Management Product Type

Table 9. List of Global Tier 1 Digital Farm Management Companies, Revenue (US$, Mn) in 2021 and Market Share

Table 10. List of Global Tier 2 and Tier 3 Digital Farm Management Companies, Revenue (US$, Mn) in 2021 and Market Share

Table 11. By Type – Global Digital Farm Management Revenue, (US$, Mn), 2021 & 2028

Table 12. By Type - Digital Farm Management Revenue in Global (US$, Mn), 2017-2022

Table 13. By Type - Digital Farm Management Revenue in Global (US$, Mn), 2023-2028

Table 14. By Application – Global Digital Farm Management Revenue, (US$, Mn), 2021 & 2028

Table 15. By Application - Digital Farm Management Revenue in Global (US$, Mn), 2017-2022

Table 16. By Application - Digital Farm Management Revenue in Global (US$, Mn), 2023-2028

Table 17. By Region – Global Digital Farm Management Revenue, (US$, Mn), 2021 & 2028

Table 18. By Region - Global Digital Farm Management Revenue (US$, Mn), 2017-2022

Table 19. By Region - Global Digital Farm Management Revenue (US$, Mn), 2023-2028

Table 20. By Country - North America Digital Farm Management Revenue, (US$, Mn), 2017-2022

Table 21. By Country - North America Digital Farm Management Revenue, (US$, Mn), 2023-2028

Table 22. By Country - Europe Digital Farm Management Revenue, (US$, Mn), 2017-2022

Table 23. By Country - Europe Digital Farm Management Revenue, (US$, Mn), 2023-2028

Table 24. By Region - Asia Digital Farm Management Revenue, (US$, Mn), 2017-2022

Table 25. By Region - Asia Digital Farm Management Revenue, (US$, Mn), 2023-2028

Table 26. By Country - South America Digital Farm Management Revenue, (US$, Mn), 2017-2022

Table 27. By Country - South America Digital Farm Management Revenue, (US$, Mn), 2023-2028

Table 28. By Country - Middle East & Africa Digital Farm Management Revenue, (US$, Mn), 2017-2022

Table 29. By Country - Middle East & Africa Digital Farm Management Revenue, (US$, Mn), 2023-2028

Table 30. Deere & Company Corporate Summary

Table 31. Deere & Company Digital Farm Management Product Offerings

Table 32. Deere & Company Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 33. Trimble Corporate Summary

Table 34. Trimble Digital Farm Management Product Offerings

Table 35. Trimble Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 36. Agjunction Corporate Summary

Table 37. Agjunction Digital Farm Management Product Offerings

Table 38. Agjunction Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 39. Raven Industries Corporate Summary

Table 40. Raven Industries Digital Farm Management Product Offerings

Table 41. Raven Industries Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 42. Iteris Corporate Summary

Table 43. Iteris Digital Farm Management Product Offerings

Table 44. Iteris Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 45. AG Leader Technology Corporate Summary

Table 46. AG Leader Technology Digital Farm Management Product Offerings

Table 47. AG Leader Technology Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 48. Dickey-John Corporation Corporate Summary

Table 49. Dickey-John Corporation Digital Farm Management Product Offerings

Table 50. Dickey-John Corporation Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 51. Sst Development Group Corporate Summary

Table 52. Sst Development Group Digital Farm Management Product Offerings

Table 53. Sst Development Group Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 54. Topcon Corporate Summary

Table 55. Topcon Digital Farm Management Product Offerings

Table 56. Topcon Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 57. The Climate Corporation Corporate Summary

Table 58. The Climate Corporation Digital Farm Management Product Offerings

Table 59. The Climate Corporation Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 60. Conservis Corporation Corporate Summary

Table 61. Conservis Corporation Digital Farm Management Product Offerings

Table 62. Conservis Corporation Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 63. Farmers Edge Corporate Summary

Table 64. Farmers Edge Digital Farm Management Product Offerings

Table 65. Farmers Edge Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 66. Delaval Corporate Summary

Table 67. Delaval Digital Farm Management Product Offerings

Table 68. Delaval Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 69. Gea Group AG Corporate Summary

Table 70. Gea Group AG Digital Farm Management Product Offerings

Table 71. Gea Group AG Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 72. Boumatic LLC Corporate Summary

Table 73. Boumatic LLC Digital Farm Management Product Offerings

Table 74. Boumatic LLC Digital Farm Management Revenue (US$, Mn), (2017-2022)

Table 75. Start-Up Ecosystem Corporate Summary

Table 76. Start-Up Ecosystem Digital Farm Management Product Offerings

Table 77. Start-Up Ecosystem Digital Farm Management Revenue (US$, Mn), (2017-2022)

List of Figures

Figure 1. Digital Farm Management Segment by Type in 2021

Figure 2. Digital Farm Management Segment by Application in 2021

Figure 3. Global Digital Farm Management Market Overview: 2021

Figure 4. Key Caveats

Figure 5. Global Digital Farm Management Market Size: 2021 VS 2028 (US$, Mn)

Figure 6. Global Digital Farm Management Revenue, 2017-2028 (US$, Mn)

Figure 7. The Top 3 and 5 Players Market Share by Digital Farm Management Revenue in 2021

Figure 8. By Type - Global Digital Farm Management Revenue Market Share, 2017-2028

Figure 9. By Application - Global Digital Farm Management Revenue Market Share, 2017-2028

Figure 10. By Region - Global Digital Farm Management Revenue Market Share, 2017-2028

Figure 11. By Country - North America Digital Farm Management Revenue Market Share, 2017-2028

Figure 12. US Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 13. Canada Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 14. Mexico Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 15. By Country - Europe Digital Farm Management Revenue Market Share, 2017-2028

Figure 16. Germany Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 17. France Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 18. U.K. Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 19. Italy Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 20. Russia Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 21. Nordic Countries Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 22. Benelux Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 23. By Region - Asia Digital Farm Management Revenue Market Share, 2017-2028

Figure 24. China Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 25. Japan Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 26. South Korea Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 27. Southeast Asia Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 28. India Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 29. By Country - South America Digital Farm Management Revenue Market Share, 2017-2028

Figure 30. Brazil Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 31. Argentina Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 32. By Country - Middle East & Africa Digital Farm Management Revenue Market Share, 2017-2028

Figure 33. Turkey Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 34. Israel Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 35. Saudi Arabia Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 36. UAE Digital Farm Management Revenue, (US$, Mn), 2017-2028

Figure 37. Deere & Company Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 38. Trimble Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 39. Agjunction Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 40. Raven Industries Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 41. Iteris Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 42. AG Leader Technology Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 43. Dickey-John Corporation Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 44. Sst Development Group Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 45. Topcon Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 46. The Climate Corporation Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 47. Conservis Corporation Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 48. Farmers Edge Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 49. Delaval Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 50. Gea Group AG Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 51. Boumatic LLC Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Figure 52. Start-Up Ecosystem Digital Farm Management Revenue Year Over Year Growth (US$, Mn) & (2017-2022)

Methodology/Research Approach

This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.

Research Programs/Design

Historical Data (2015-2019)	Industry Trends Competitive Landscape By Company Expansion Mergers and Acquisitions Market Segment by Type by Application By Regions/ Geography	Value Status and Outlook Value for Major Players Market Share Growth Rate Present Situation Analysis Value Market Share Growth Rate Present Situation Analysis
Influencing Factors	Market Environment Government Policy Technological Changes Market Risks	Market Drivers Growing Demand of Downstream Reduction in Cost
Market Forecast (2021-2026)	Overall Size by Type by Application By Regions/Geography	Key Data (Value) Market Share Growth Rate CAGR (2021-2026)

Market Size Estimation

Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).

The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.

Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.

All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report

The following figure shows an illustrative representation of the overall market size estimation process used for this study.

Market Breakdown and Data Triangulation

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.

Data Source

Secondary Sources

Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.

Market Size	Segmental value Geographic Penetration Product Adoption Rate for Different market	Journals, Websites, and Press Releases Annual Reports and SEC Filings Company Websites and Press Releases Public and Paid Databases Market Intellix Data Repository
Market Position of Top Company	Product Financials Geographic value Mix Total Company value Business/Segmental value Mix
Qualitative Analysis	Influence Factors Market Potential Market Risks and Opportunities Industry Trends Geographical Features Government Policies	Company Websites and Press Releases Public and Paid Databases Annual Reports Industry Associations Market Intellix Data Repository

Primary Sources

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.

Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.

Key Executives Interviewed

Key Data Information from Primary Sources

Primary Sources	Parameters	Key Data
Market Segments(by Application, by Type)	Value by Type Status and Forecast Value by Application Value by Regions, Status and Forecast (2021-2026)	Value Market Share by Type Value Growth Rate by Type Value by Application Percentage and Growth Rate by Application Value Growth Rate and Market Share by Regions Market Size Status and Forecast (2021-2026)
Total Market	Overall Size, Status and Forecast	Market Size Status and Forecast (2021-2026)