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Published Date: 2025-07-08 | Pages: 116 | Tables: 125 | Agriculture
In 2024, the global market size of Digital Farming was estimated to be worth US$ 4612 million and is forecast to reach approximately US$ 12780 million by 2031 with a CAGR of 15.9% during the forecast period 2025-2031.
Digital Farming/Digital agriculture refers to the use of agriculture technology (AgTech) to integrate agricultural production from the paddock to the consumer. These technologies can provide the agricultural industry with the tools and information to make more informed decisions and improve productivity.
Global digital farming main players include BASF, Bayer-Monsanto, DowDuPont, Syngenta, KWS SAAT SE, Simplot, Netafim, Yara International, etc., totally accounting for about 48% of the market. Americas is the largest market, with a share over 39%. As for the types of products, it can be divided into software and service and hardware. The most common product is software and service, with a share over 84%. In terms of applications, it is widely used in farmland and farms and agricultural cooperatives. Farmland and farms is the largest application, holding a share over 83%.
Report Scope
This report aims to provide a comprehensive presentation of the global market for Digital Farming, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Digital Farming.
The Digital Farming market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Digital Farming market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Digital Farming companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, product type, application, and regions.
Market Segmentation
By Company
BASF
Bayer-Monsanto
DuPont
Syngenta-ChemChina
KWS SAAT SE
Simplot
Netafim
Yara International
Segment by Type
Software & Service
Hardware
Segment by Application
Farmland and Farms
Agricultural Cooperatives
By Region
North America
United States
Canada
Asia-Pacific
China
Japan
South Korea
India
Southeast Asia
Australia
Rest of Asia-Pacific
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Rest of Europe
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on.
Chapter 2: Revenue of Digital Farming in global and regional level.
Chapter 3: Detailed analysis of Digital Farming company competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Digital Farming revenue, gross margin, and recent development, etc.
Chapter 5: Provides the analysis of various market segments by Type, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 6: Provides the analysis of various market segments by Application, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 7: North America (US & Canada) by Type, by Application and by country, revenue for each segment.
Chapter 8: Europe by Type, by Application and by country, revenue for each segment.
Chapter 9: Asia Pacific by Type, by Application and by region, revenue for each segment.
Chapter 10: Latin America by Type, by Application and by country, revenue for each segment.
Chapter 11: Middle East and Africa, by Type, by Application and by country, revenue for each segment.
Chapter 12: Analysis of industrial chain, sales channel, key raw materials, distributors, and customers.
Chapter 13: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 14: Research Findings and Conclusion
Research Methodology
The research methodology employed has been subjected by numerous procedures in order to guarantee the quality and accuracy of the data contained within the reports. The analysts are employed full-time and received more than six months training to satisfy the standard of our company. Our methodology can be divided into five stages:
★Stage 1 SECONDARY RESEARCH
The research team first collaborates with magazines, trade associations and administrative departments in the research field. The information provided by our internal documentation service is helpful for our further research. Our team has a wealth of experience and knowledge, and can effectively extract accurate information from existing resources.
★Stage 2 PRIMARY RESEARCH:INTERVIEWS WITH TRADE SOURCES
After the first stage, the research team conducts a large number of face-to-face or telephone interviews with representative companies working in the research field. Analysts are trying to have an opportunity to talk to leading companies and small companies in the field. Upstream suppliers, manufacturers, distributors, importers, installers, wholesalers and consumers were included in the interview. The data collected during the interview were then carefully examined and compared with the secondary study.
★Stage 3 ANALYSIS OF THE GATHERED DATA
The analysis team examines and synthesizes the data collected in the first two stages. In order to validate the data, a second round of interviews can be conducted.
★Stage 4 QUANTITATIVE DATA
The quantitative data such as market estimates, production and capacity of manufacturer, market forecasts and investment feasibility is provided by our company. The data is based on the estimates obtained during stage 3.
★Stage 5 QUALITY CONTROL
Before publishing, each report undergoes a rigorous review and editing process, which is done by the experience management team to ensure the reliability of the published data. Every analyst on the research team receives support and continuous training as part of our internal quality process.
1 Study Coverage
1.1 Digital Farming Product Introduction
1.2 Market by Type
1.2.1 Global Digital Farming Market Size Growth Rate by Type (2020 VS 2024 VS 2031)
1.2.2 Software & Service
1.2.3 Hardware
1.3 Market by Application
1.3.1 Global Digital Farming Market Size Growth Rate by Application (2020 VS 2024 VS 2031)
1.3.2 Farmland and Farms
1.3.3 Agricultural Cooperatives
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Executive Summary
2.1 Global Digital Farming Market Size Estimates and Forecasts
2.2 Digital Farming Market Size by Region: 2024 Versus 2031
2.2.1 Global Digital Farming Revenue by Region: 2020-2025
2.2.2 Global Digital Farming Revenue Forecast by Region (2026-2031)
2.2.3 Global Digital Farming Revenue Market Share by Region (2020-2031)
3 Market Segments
3.1 Breakdown Data by Type
3.1.1 Global Digital Farming Revenue by Type (2020-2031)
3.1.2 Global Digital Farming Revenue Market Share by Type (2020-2031)
3.2 Breakdown Data by Application
3.2.1 Global Digital Farming Revenue by Application (2020-2031)
3.2.2 Global Digital Farming Revenue Market Share by Application (2020-2031)
3.3 by Type and by Application Crossing Analysis
3.3.1 Software & Service of Digital Farming Revenue Market Share by Application
3.3.2 Hardware of Digital Farming Revenue Market Share by Application
4 Global Digital Farming by Company
4.1 Global Digital Farming Revenue by Company (2020-2025)
4.2 Global Digital Farming Revenue Share by Company (2020-2025)
4.3 Competitive Landscape
4.3.1 Key Digital Farming Companies around the World: Ranking by Revenue
4.3.2 Global Digital Farming Market Concentration Ratio (CR5 and HHI) & (2020-2025)
4.3.3 Global Digital Farming Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
4.4 Global Digital Farming Companies Headquarters & Product Type
4.4.1 Global Digital Farming Companies Headquarters
4.4.2 Date of International Companies Enter into Digital Farming Market
4.4.3 Global Digital Farming Companies Product & Service
4.4.4 Software & Service Revenue Market Share of Digital Farming by Company
4.4.5 Hardware Revenue Market Share of Digital Farming by Company
4.5 Global Digital Farming Mergers & Acquisitions, Expansion Plans
5 Company Profiles
5.1 BASF
5.1.1 BASF Corporation Information
5.1.2 BASF Description, Business Overview
5.1.3 BASF Digital Farming Products Offered
5.1.4 BASF Digital Farming Revenue and Gross Margin (2020-2025)
5.1.5 BASF Digital Farming Revenue by Product in 2024
5.1.6 BASF Digital Farming Revenue by Application in 2024
5.1.7 BASF Digital Farming Revenue by Geographic Area in 2024
5.1.8 BASF Recent Developments
5.2 Bayer-Monsanto
5.2.1 Bayer-Monsanto Corporation Information
5.2.2 Bayer-Monsanto Description, Business Overview
5.2.3 Bayer-Monsanto Digital Farming Products Offered
5.2.4 Bayer-Monsanto Digital Farming Revenue and Gross Margin (2020-2025)
5.2.5 Bayer-Monsanto Digital Farming Revenue by Product in 2024
5.2.6 Bayer-Monsanto Digital Farming Revenue by Application in 2024
5.2.7 Bayer-Monsanto Digital Farming Revenue by Geographic Area in 2024
5.2.8 Bayer-Monsanto Recent Developments
5.3 DuPont
5.3.1 DuPont Corporation Information
5.3.2 DuPont Description, Business Overview
5.3.3 DuPont Digital Farming Products Offered
5.3.4 DuPont Digital Farming Revenue and Gross Margin (2020-2025)
5.3.5 DuPont Digital Farming Revenue by Product in 2024
5.3.6 DuPont Digital Farming Revenue by Application in 2024
5.3.7 DuPont Digital Farming Revenue by Geographic Area in 2024
5.3.8 DuPont Recent Developments
5.4 Syngenta-ChemChina
5.4.1 Syngenta-ChemChina Corporation Information
5.4.2 Syngenta-ChemChina Description, Business Overview
5.4.3 Syngenta-ChemChina Digital Farming Products Offered
5.4.4 Syngenta-ChemChina Digital Farming Revenue and Gross Margin (2020-2025)
5.4.5 Syngenta-ChemChina Digital Farming Revenue by Product in 2024
5.4.6 Syngenta-ChemChina Digital Farming Revenue by Application in 2024
5.4.7 Syngenta-ChemChina Digital Farming Revenue by Geographic Area in 2024
5.4.8 Syngenta-ChemChina Recent Developments
5.5 KWS SAAT SE
5.5.1 KWS SAAT SE Corporation Information
5.5.2 KWS SAAT SE Description, Business Overview
5.5.3 KWS SAAT SE Digital Farming Products Offered
5.5.4 KWS SAAT SE Digital Farming Revenue and Gross Margin (2020-2025)
5.5.5 KWS SAAT SE Digital Farming Revenue by Product in 2024
5.5.6 KWS SAAT SE Digital Farming Revenue by Application in 2024
5.5.7 KWS SAAT SE Digital Farming Revenue by Geographic Area in 2024
5.5.8 KWS SAAT SE Recent Developments
5.6 Simplot
5.6.1 Simplot Corporation Information
5.6.2 Simplot Description, Business Overview
5.6.3 Simplot Digital Farming Products Offered
5.6.4 Simplot Digital Farming Revenue and Gross Margin (2020-2025)
5.6.5 Simplot Digital Farming Revenue by Product in 2024
5.6.6 Simplot Digital Farming Revenue by Application in 2024
5.6.7 Simplot Digital Farming Revenue by Geographic Area in 2024
5.6.8 Simplot Recent Developments
5.7 Netafim
5.7.1 Netafim Corporation Information
5.7.2 Netafim Description, Business Overview
5.7.3 Netafim Digital Farming Products Offered
5.7.4 Netafim Digital Farming Revenue and Gross Margin (2020-2025)
5.7.5 Netafim Digital Farming Revenue by Product in 2024
5.7.6 Netafim Digital Farming Revenue by Application in 2024
5.7.7 Netafim Digital Farming Revenue by Geographic Area in 2024
5.7.8 Netafim Recent Developments
5.8 Yara International
5.8.1 Yara International Corporation Information
5.8.2 Yara International Description, Business Overview
5.8.3 Yara International Digital Farming Products Offered
5.8.4 Yara International Digital Farming Revenue and Gross Margin (2020-2025)
5.8.5 Yara International Digital Farming Revenue by Product in 2024
5.8.6 Yara International Digital Farming Revenue by Application in 2024
5.8.7 Yara International Digital Farming Revenue by Geographic Area in 2024
5.8.8 Yara International Recent Developments
6 North America
6.1 North America Digital Farming Market Size YoY Growth 2020-2031
6.2 North America Digital Farming Market Facts & Figures by Country (2020-2031)
6.3 North America Digital Farming Revenue by Type (2020-2025)
6.4 North America Digital Farming Revenue by Application (2020-2025)
7 Asia-Pacific
7.1 Asia-Pacific Digital Farming Market Size YoY Growth 2020-2031
7.2 Asia-Pacific Digital Farming Market Facts & Figures by Region (2020-2031)
7.3 Asia-Pacific Digital Farming Revenue by Type (2020-2025)
7.4 Asia-Pacific Digital Farming Revenue by Application (2020-2025)
8 Europe
8.1 Europe Digital Farming Market Size YoY Growth 2020-2031
8.2 Europe Digital Farming Market Facts & Figures by Country (2020-2031)
8.3 Europe Digital Farming Revenue by Type (2020-2025)
8.4 Europe Digital Farming Revenue by Application (2020-2025)
9 Latin America
9.1 Latin America Digital Farming Market Size YoY Growth 2020-2031
9.2 Latin America Digital Farming Market Facts & Figures by Country (2020-2031)
9.3 Latin America Digital Farming Revenue by Type (2020-2025)
9.4 Latin America Digital Farming Revenue by Application (2020-2025)
10 Middle East and Africa
10.1 Latin America Digital Farming Market Size YoY Growth 2020-2031
10.2 Middle East and Africa Digital Farming Market Facts & Figures by Country (2020-2031)
10.3 Middle East and Africa Digital Farming Revenue by Type (2020-2025)
10.4 Middle East and Africa Digital Farming Revenue by Application (2020-2025)
11 Supply Chain and Sales Channel analysis
11.1 Digital Farming Supply Chain Analysis
11.2 Digital Farming Key Raw Materials and Upstream Suppliers
11.3 Digital Farming Clients Analysis
11.4 Digital Farming Sales Channel and Sales Model Analysis
11.4.1 Digital Farming Distribution Channel Analysis: Indirect Sales VS Direct Sales
11.4.2 Digital Farming Distribution Channel Analysis: Online Sales VS Offline Sales
11.4.3 Digital Farming Distributors
12 Digital Farming Market Dynamics
12.1 Digital Farming Industry Trends
12.2 Digital Farming Market Drivers
12.3 Digital Farming Market Challenges
12.4 Digital Farming Market Restraints
13 Research Findings and Conclusion
14 Appendix
14.1 Research Methodology
14.1.1 Methodology/Research Approach
14.1.1.1 Research Programs/Design
14.1.1.2 Market Size Estimation
14.1.1.3 Market Breakdown and Data Triangulation
14.1.2 Data Source
14.1.2.1 Secondary Sources
14.1.2.2 Primary Sources
14.2 Author Details
14.3 Disclaimer
List of Tables
Table 1. Global Digital Farming Market Size Growth Rate (CAGR) by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Global Digital Farming Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 3. Global Digital Farming Market Size by Region (US$ Million): 2024 VS 2031
Table 4. Global Digital Farming Revenue by Region (2020-2025) & (US$ Million)
Table 5. Global Digital Farming Revenue Forecast by Region (2026-2031) & (US$ Million)
Table 6. Global Digital Farming Revenue by Type (2020-2025) & (US$ Million)
Table 7. Global Digital Farming Revenue Forecast by Type (2026-2031) & (US$ Million)
Table 8. Global Digital Farming Revenue by Application (2020-2025) & (US$ Million)
Table 9. Global Digital Farming Revenue Forecast by Application (2026-2031) & (US$ Million)
Table 10. Digital Farming Revenue by Company (2020-2025) & (US$ Million)
Table 11. Digital Farming Revenue Share by Company (2020-2025)
Table 12. Ranking of Global Top Digital Farming Players by Revenue (US$ Million) in 2024
Table 13. Global Digital Farming Companies Market Concentration Ratio (CR5 and HHI) & (2020-2025)
Table 14. Global Digital Farming by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Digital Farming as of 2024)
Table 15. Global Digital Farming Companies Headquarters
Table 16. Date of International Companies Enter into Digital Farming Market
Table 17. Global Digital Farming Companies Product & Service
Table 18. Global Digital Farming Mergers & Acquisitions, Expansion Plans
Table 19. BASF Corporation Information
Table 20. BASF Description and Business Overview
Table 21. BASF Digital Farming Product
Table 22. BASF Digital Farming Revenue (US$ Million) and Gross Margin (2020-2025)
Table 23. BASF Revenue Proportion of Digital Farming by Product in 2024
Table 24. BASF Revenue Proportion of Digital Farming by Application in 2024
Table 25. BASF Revenue Proportion of Digital Farming by Geographic Area in 2024
Table 26. BASF Recent Developments
Table 27. Bayer-Monsanto Corporation Information
Table 28. Bayer-Monsanto Description and Business Overview
Table 29. Bayer-Monsanto Digital Farming Product
Table 30. Bayer-Monsanto Digital Farming Revenue (US$ Million) and Gross Margin (2020-2025)
Table 31. Bayer-Monsanto Revenue Proportion of Digital Farming by Product in 2024
Table 32. Bayer-Monsanto Revenue Proportion of Digital Farming by Application in 2024
Table 33. Bayer-Monsanto Revenue Proportion of Digital Farming by Geographic Area in 2024
Table 34. Bayer-Monsanto Recent Developments
Table 35. DuPont Corporation Information
Table 36. DuPont Description and Business Overview
Table 37. DuPont Digital Farming Product
Table 38. DuPont Digital Farming Revenue (US$ Million) and Gross Margin (2020-2025)
Table 39. DuPont Revenue Proportion of Digital Farming by Product in 2024
Table 40. DuPont Revenue Proportion of Digital Farming by Application in 2024
Table 41. DuPont Revenue Proportion of Digital Farming by Geographic Area in 2024
Table 42. DuPont Recent Developments
Table 43. Syngenta-ChemChina Corporation Information
Table 44. Syngenta-ChemChina Description and Business Overview
Table 45. Syngenta-ChemChina Digital Farming Product
Table 46. Syngenta-ChemChina Digital Farming Revenue (US$ Million) and Gross Margin (2020-2025)
Table 47. Syngenta-ChemChina Revenue Proportion of Digital Farming by Product in 2024
Table 48. Syngenta-ChemChina Revenue Proportion of Digital Farming by Application in 2024
Table 49. Syngenta-ChemChina Revenue Proportion of Digital Farming by Geographic Area in 2024
Table 50. Syngenta-ChemChina Recent Developments
Table 51. KWS SAAT SE Corporation Information
Table 52. KWS SAAT SE Description and Business Overview
Table 53. KWS SAAT SE Digital Farming Product
Table 54. KWS SAAT SE Digital Farming Revenue (US$ Million) and Gross Margin (2020-2025)
Table 55. KWS SAAT SE Revenue Proportion of Digital Farming by Product in 2024
Table 56. KWS SAAT SE Revenue Proportion of Digital Farming by Application in 2024
Table 57. KWS SAAT SE Revenue Proportion of Digital Farming by Geographic Area in 2024
Table 58. KWS SAAT SE Recent Developments
Table 59. Simplot Corporation Information
Table 60. Simplot Description and Business Overview
Table 61. Simplot Digital Farming Product
Table 62. Simplot Digital Farming Revenue (US$ Million) and Gross Margin (2020-2025)
Table 63. Simplot Revenue Proportion of Digital Farming by Product in 2024
Table 64. Simplot Revenue Proportion of Digital Farming by Application in 2024
Table 65. Simplot Revenue Proportion of Digital Farming by Geographic Area in 2024
Table 66. Simplot Recent Developments
Table 67. Netafim Corporation Information
Table 68. Netafim Description and Business Overview
Table 69. Netafim Digital Farming Product
Table 70. Netafim Digital Farming Revenue (US$ Million) and Gross Margin (2020-2025)
Table 71. Netafim Revenue Proportion of Digital Farming by Product in 2024
Table 72. Netafim Revenue Proportion of Digital Farming by Application in 2024
Table 73. Netafim Revenue Proportion of Digital Farming by Geographic Area in 2024
Table 74. Netafim Recent Developments
Table 75. Yara International Corporation Information
Table 76. Yara International Description and Business Overview
Table 77. Yara International Digital Farming Product
Table 78. Yara International Digital Farming Revenue (US$ Million) and Gross Margin (2020-2025)
Table 79. Yara International Revenue Proportion of Digital Farming by Product in 2024
Table 80. Yara International Revenue Proportion of Digital Farming by Application in 2024
Table 81. Yara International Revenue Proportion of Digital Farming by Geographic Area in 2024
Table 82. Yara International Recent Developments
Table 83. North America Digital Farming Revenue by Country (2020-2025) & (US$ Million)
Table 84. North America Digital Farming Revenue by Country (2026-2031) & (US$ Million)
Table 85. North America Digital Farming Revenue by Type (2020-2025) & (US$ Million)
Table 86. North America Digital Farming Revenue by Application (2020-2025) & (US$ Million)
Table 87. Asia-Pacific Digital Farming Revenue by Region (2020-2025) & (US$ Million)
Table 88. Asia-Pacific Digital Farming Revenue by Region (2026-2031) & (US$ Million)
Table 89. Asia-Pacific Digital Farming Revenue by Type (2020-2025) & (US$ Million)
Table 90. Asia-Pacific Digital Farming Revenue by Application (2020-2025) & (US$ Million)
Table 91. Europe Digital Farming Revenue by Country (2020-2025) & (US$ Million)
Table 92. Europe Digital Farming Revenue by Country (2026-2031) & (US$ Million)
Table 93. Europe Digital Farming Revenue by Type (2020-2025) & (US$ Million)
Table 94. Europe Digital Farming Revenue by Application (2020-2025) & (US$ Million)
Table 95. Latin America Digital Farming Revenue by Country (2020-2025) & (US$ Million)
Table 96. Latin America Digital Farming Revenue by Country (2026-2031) & (US$ Million)
Table 97. Latin America Digital Farming Revenue by Type (2020-2025) & (US$ Million)
Table 98. Latin America Digital Farming Revenue by Application (2020-2025) & (US$ Million)
Table 99. Middle East and Africa Digital Farming Revenue by Country (2020-2025) & (US$ Million)
Table 100. Middle East and Africa Digital Farming Revenue by Country (2026-2031) & (US$ Million)
Table 101. Middle East and Africa Digital Farming Revenue by Type (2020-2025) & (US$ Million)
Table 102. Middle East and Africa Digital Farming Revenue by Application (2020-2025) & (US$ Million)
Table 103. Digital Farming Key Raw Materials, Industry Status and Trend
Table 104. Digital Farming Key Raw Materials and Upstream Suppliers
Table 105. Digital Farming Clients Status and Trend
Table 106. Digital Farming Typical Clients
Table 107. Digital Farming Distributors
Table 108. Digital Farming Market Trends
Table 109. Digital Farming Market Drivers
Table 110. Digital Farming Market Challenges
Table 111. Digital Farming Market Restraints
Table 112. Research Programs/Design for This Report
Table 113. Key Data Information from Secondary Sources
Table 114. Key Data Information from Primary Sources
List of Figures
Figure 1. Digital Farming Product Picture
Figure 2. Global Digital Farming Market Size by Type (US$ Million): 2020 VS 2024 VS 2031
Figure 3. Global Digital Farming Revenue Market Share by Type in 2024 & 2031
Figure 4. Software & Service Product Picture
Figure 5. Hardware Product Picture
Figure 6. Global Digital Farming Market Size by Application (US$ Million): 2020 VS 2024 VS 2031
Figure 7. Global Digital Farming Revenue Market Share by Application in 2024 & 2031
Figure 8. Farmland and Farms
Figure 9. Agricultural Cooperatives
Figure 10. Digital Farming Report Years Considered
Figure 11. Global Digital Farming Revenue, (US$ Million), 2020 VS 2024 VS 2031
Figure 12. Global Digital Farming Market Size (2020-2031) & (US$ Million)
Figure 13. Global Digital Farming Market Size Market Share by Region: 2024 Versus 2031
Figure 14. Global Digital Farming Revenue Market Share by Region (2020-2031)
Figure 15. Global Digital Farming Revenue Market Share Forecast by Type (2020-2031)
Figure 16. Global Digital Farming Revenue Market Share Forecast by Application (2020-2031)
Figure 17. Software & Service of Digital Farming Revenue Market Share by Application, 2024 VS 2031
Figure 18. Hardware of Digital Farming Revenue Market Share by Application, 2024 VS 2031
Figure 19. Digital Farming Revenue Share by Company (2024)
Figure 20. Digital Farming Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2020 VS 2024
Figure 21. Software & Service Revenue Proportion by Company in 2024
Figure 22. Hardware Revenue Proportion by Company in 2024
Figure 23. North America Digital Farming Revenue 2020-2031 (US$ Million)
Figure 24. North America Digital Farming Revenue Market Share by Type (2020-2025)
Figure 25. North America Digital Farming Revenue Market Share by Application (2020-2025)
Figure 26. Asia-Pacific Digital Farming Revenue 2020-2031 (US$ Million)
Figure 27. Asia-Pacific Digital Farming Revenue Market Share by Region (2020-2031)
Figure 28. Asia-Pacific Digital Farming Revenue Market Share by Type (2020-2025)
Figure 29. Asia-Pacific Digital Farming Revenue Market Share by Application (2020-2025)
Figure 30. Europe Digital Farming Revenue Growth Rate 2020-2031 (US$ Million)
Figure 31. Europe Digital Farming Revenue Market Share by Country (2020-2031)
Figure 32. Europe Digital Farming Revenue Market Share by Type (2020-2025)
Figure 33. Europe Digital Farming Revenue Market Share by Application (2020-2025)
Figure 34. Latin America Digital Farming Revenue Growth Rate 2020-2031 (US$ Million)
Figure 35. Latin America Digital Farming Revenue Market Share by Country (2020-2031)
Figure 36. Latin America Digital Farming Revenue Market Share by Type (2020-2025)
Figure 37. Latin America Digital Farming Revenue Market Share by Application (2020-2025)
Figure 38. Middle East and Africa Digital Farming Revenue Growth Rate 2020-2031 (US$ Million)
Figure 39. Middle East and Africa Digital Farming Revenue Market Share by Country (2020-2031)
Figure 40. Middle East and Africa Digital Farming Revenue Market Share by Type (2020-2025)
Figure 41. Middle East and Africa Digital Farming Revenue Market Share by Application (2020-2025)
Figure 42. Digital Farming Supply Chain (Upstream and Downstream Market)
Figure 43. Global Production Market Share of Digital Farming Raw Materials by Region in 2024
Figure 44. Digital Farming Distribution Channels
Figure 45. Global Digital Farming Percentage 2020-2031: Indirect Sales VS Direct Sales
Figure 46. Global Digital Farming Percentage 2020-2031: Online Sales VS Offline Sales
Figure 47. Bottom-up and Top-down Approaches for This Report
Figure 48. Data Triangulation
Figure 49. Key Executives Interviewed
