Agriculture
Global Digital Farming Market Size, Manufacturers, Supply Chain, Sales Channel and Clients, 2024-2030
- May 27, 24
- ID: 290836
- Pages: 132
- Figures: 186
- Views: 9
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.
The global market for Digital Farming was estimated to be worth US$ 3441 million in 2023 and is forecast to a readjusted size of US$ 9779.2 million by 2030 with a CAGR of 15.9% during the forecast period 2024-2030.
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, analyse 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 2023 as the base year, with history and forecast data for the period from 2019 to 2030. 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
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Rest of Europe
Asia-Pacific
China
Japan
South Korea
India
Southeast Asia
Australia
Rest of Asia-Pacific
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of Middle East & Africa
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
The global market for Digital Farming was estimated to be worth US$ 3441 million in 2023 and is forecast to a readjusted size of US$ 9779.2 million by 2030 with a CAGR of 15.9% during the forecast period 2024-2030.
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, analyse 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 2023 as the base year, with history and forecast data for the period from 2019 to 2030. 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
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Rest of Europe
Asia-Pacific
China
Japan
South Korea
India
Southeast Asia
Australia
Rest of Asia-Pacific
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of Middle East & Africa
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
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 (2019 VS 2023 VS 2030)
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 (2019 VS 2023 VS 2030)
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: 2023 Versus 2030
2.2.1 Global Digital Farming Revenue by Region: 2019-2024
2.2.2 Global Digital Farming Revenue Forecast by Region (2025-2030)
2.2.3 Global Digital Farming Revenue Market Share by Region (2019-2030)
3 Global Digital Farming by Company
3.1 Global Digital Farming Revenue by Company (2019-2024)
3.2 Global Digital Farming Revenue Share by Company (2019-2024)
3.3 Competitive Landscape
3.3.1 Key Digital Farming Companies around the World: Ranking by Revenue
3.3.2 Global Digital Farming Market Concentration Ratio (CR5 and HHI) & (2019-2024)
3.3.3 Global Digital Farming Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.4 Global Digital Farming Companies Headquarters & Product Type
3.4.1 Digital Farming Companies Headquarters
3.4.2 Global Digital Farming Companies Product & Service
3.4.3 Date of International Companies Enter into Digital Farming Market
3.5 Global Digital Farming Mergers & Acquisitions, Expansion Plans
4 Company Profiles
4.1 BASF
4.1.1 BASF Company Information
4.1.2 BASF Description, Business Overview
4.1.3 BASF Digital Farming Products Offered
4.1.4 BASF Digital Farming Revenue and Gross Margin (2019-2024)
4.1.5 BASF Digital Farming Revenue by Product in 2023
4.1.6 BASF Digital Farming Revenue by Application in 2023
4.1.7 BASF Digital Farming Revenue by Geographic Area in 2023
4.1.8 BASF Recent Developments
4.2 Bayer-Monsanto
4.2.1 Bayer-Monsanto Company Information
4.2.2 Bayer-Monsanto Description, Business Overview
4.2.3 Bayer-Monsanto Digital Farming Products Offered
4.2.4 Bayer-Monsanto Digital Farming Revenue and Gross Margin (2019-2024)
4.2.5 Bayer-Monsanto Digital Farming Revenue by Product in 2023
4.2.6 Bayer-Monsanto Digital Farming Revenue by Application in 2023
4.2.7 Bayer-Monsanto Digital Farming Revenue by Geographic Area in 2023
4.2.8 Bayer-Monsanto Recent Developments
4.3 DuPont
4.3.1 DuPont Company Information
4.3.2 DuPont Description, Business Overview
4.3.3 DuPont Digital Farming Products Offered
4.3.4 DuPont Digital Farming Revenue and Gross Margin (2019-2024)
4.3.5 DuPont Digital Farming Revenue by Product in 2023
4.3.6 DuPont Digital Farming Revenue by Application in 2023
4.3.7 DuPont Digital Farming Revenue by Geographic Area in 2023
4.3.8 DuPont Recent Developments
4.4 Syngenta-ChemChina
4.4.1 Syngenta-ChemChina Company Information
4.4.2 Syngenta-ChemChina Description, Business Overview
4.4.3 Syngenta-ChemChina Digital Farming Products Offered
4.4.4 Syngenta-ChemChina Digital Farming Revenue and Gross Margin (2019-2024)
4.4.5 Syngenta-ChemChina Digital Farming Revenue by Product in 2023
4.4.6 Syngenta-ChemChina Digital Farming Revenue by Application in 2023
4.4.7 Syngenta-ChemChina Digital Farming Revenue by Geographic Area in 2023
4.4.8 Syngenta-ChemChina Recent Developments
4.5 KWS SAAT SE
4.5.1 KWS SAAT SE Company Information
4.5.2 KWS SAAT SE Description, Business Overview
4.5.3 KWS SAAT SE Digital Farming Products Offered
4.5.4 KWS SAAT SE Digital Farming Revenue and Gross Margin (2019-2024)
4.5.5 KWS SAAT SE Digital Farming Revenue by Product in 2023
4.5.6 KWS SAAT SE Digital Farming Revenue by Application in 2023
4.5.7 KWS SAAT SE Digital Farming Revenue by Geographic Area in 2023
4.5.8 KWS SAAT SE Recent Developments
4.6 Simplot
4.6.1 Simplot Company Information
4.6.2 Simplot Description, Business Overview
4.6.3 Simplot Digital Farming Products Offered
4.6.4 Simplot Digital Farming Revenue and Gross Margin (2019-2024)
4.6.5 Simplot Digital Farming Revenue by Product in 2023
4.6.6 Simplot Digital Farming Revenue by Application in 2023
4.6.7 Simplot Digital Farming Revenue by Geographic Area in 2023
4.6.8 Simplot Recent Development
4.7 Netafim
4.7.1 Netafim Company Information
4.7.2 Netafim Description, Business Overview
4.7.3 Netafim Digital Farming Products Offered
4.7.4 Netafim Digital Farming Revenue and Gross Margin (2019-2024)
4.7.5 Netafim Digital Farming Revenue by Product in 2023
4.7.6 Netafim Digital Farming Revenue by Application in 2023
4.7.7 Netafim Digital Farming Revenue by Geographic Area in 2023
4.7.8 Netafim Recent Development
4.8 Yara International
4.8.1 Yara International Company Information
4.8.2 Yara International Description, Business Overview
4.8.3 Yara International Digital Farming Products Offered
4.8.4 Yara International Digital Farming Revenue and Gross Margin (2019-2024)
4.8.5 Yara International Digital Farming Revenue by Product in 2023
4.8.6 Yara International Digital Farming Revenue by Application in 2023
4.8.7 Yara International Digital Farming Revenue by Geographic Area in 2023
4.8.8 Yara International Recent Development
5 Breakdown Data by Type
5.1 Global Digital Farming Revenue by Type (2019-2024)
5.2 Global Digital Farming Revenue Forecast by Type (2025-2030)
5.3 Digital Farming Revenue Market Share by Type (2019-2030)
6 Breakdown Data by Application
6.1 Global Digital Farming Revenue by Application (2019-2024)
6.2 Global Digital Farming Revenue Forecast by Application (2025-2030)
6.3 Digital Farming Revenue Market Share by Application (2019-2030)
7 North America
7.1 North America Digital Farming Market Size YoY Growth 2019-2030
7.2 North America Digital Farming Market Facts & Figures by Country (2019-2030)
7.3 North America Digital Farming Revenue by Type (2019-2024)
7.4 North America Digital Farming Revenue by Application (2019-2024)
8 Asia-Pacific
8.1 Asia-Pacific Digital Farming Market Size YoY Growth 2019-2030
8.2 Asia-Pacific Digital Farming Market Facts & Figures by Region (2019-2030)
8.3 Asia-Pacific Digital Farming Revenue by Type (2019-2024)
8.4 Asia-Pacific Digital Farming Revenue by Application (2019-2024)
9 Europe
9.1 Europe Digital Farming Market Size YoY Growth 2019-2030
9.2 Europe Digital Farming Market Facts & Figures by Country (2019-2030)
9.3 Europe Digital Farming Revenue by Type (2019-2024)
9.4 Europe Digital Farming Revenue by Application (2019-2024)
10 Latin America
10.1 Latin America Digital Farming Market Size YoY Growth 2019-2030
10.2 Latin America Digital Farming Market Facts & Figures by Country (2019-2030)
10.3 Latin America Digital Farming Revenue by Type (2019-2024)
10.4 Latin America Digital Farming Revenue by Application (2019-2024)
11 Middle East and Africa
11.1 Middle East and Africa Digital Farming Market Size YoY Growth 2019-2030
11.2 Middle East and Africa Digital Farming Market Facts & Figures by Country (2019-2030)
11.3 Middle East and Africa Digital Farming Revenue by Type (2019-2024)
11.4 Middle East and Africa Digital Farming Revenue by Application (2019-2024)
12 Supply Chain and Sales Channel Analysis
12.1 Digital Farming Supply Chain Analysis
12.2 Digital Farming Key Raw Materials and Upstream Suppliers
12.3 Digital Farming Clients Analysis
12.4 Digital Farming Sales Channel and Sales Model Analysis
12.4.1 Digital Farming Distribution Channel Analysis: Indirect Sales VS Direct Sales
12.4.2 Digital Farming Distribution Channel Analysis: Online Sales VS Offline Sales
12.4.3 Digital Farming Distributors
13 Market Dynamics
13.1 Digital Farming Industry Trends
13.2 Digital Farming Market Drivers
13.3 Digital Farming Market Challenges
13.4 Digital Farming Market Restraints
14 Research Findings and Conclusion
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Author Details
15.3 Disclaimer
1.1 Digital Farming Product Introduction
1.2 Market by Type
1.2.1 Global Digital Farming Market Size Growth Rate by Type (2019 VS 2023 VS 2030)
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 (2019 VS 2023 VS 2030)
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: 2023 Versus 2030
2.2.1 Global Digital Farming Revenue by Region: 2019-2024
2.2.2 Global Digital Farming Revenue Forecast by Region (2025-2030)
2.2.3 Global Digital Farming Revenue Market Share by Region (2019-2030)
3 Global Digital Farming by Company
3.1 Global Digital Farming Revenue by Company (2019-2024)
3.2 Global Digital Farming Revenue Share by Company (2019-2024)
3.3 Competitive Landscape
3.3.1 Key Digital Farming Companies around the World: Ranking by Revenue
3.3.2 Global Digital Farming Market Concentration Ratio (CR5 and HHI) & (2019-2024)
3.3.3 Global Digital Farming Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
3.4 Global Digital Farming Companies Headquarters & Product Type
3.4.1 Digital Farming Companies Headquarters
3.4.2 Global Digital Farming Companies Product & Service
3.4.3 Date of International Companies Enter into Digital Farming Market
3.5 Global Digital Farming Mergers & Acquisitions, Expansion Plans
4 Company Profiles
4.1 BASF
4.1.1 BASF Company Information
4.1.2 BASF Description, Business Overview
4.1.3 BASF Digital Farming Products Offered
4.1.4 BASF Digital Farming Revenue and Gross Margin (2019-2024)
4.1.5 BASF Digital Farming Revenue by Product in 2023
4.1.6 BASF Digital Farming Revenue by Application in 2023
4.1.7 BASF Digital Farming Revenue by Geographic Area in 2023
4.1.8 BASF Recent Developments
4.2 Bayer-Monsanto
4.2.1 Bayer-Monsanto Company Information
4.2.2 Bayer-Monsanto Description, Business Overview
4.2.3 Bayer-Monsanto Digital Farming Products Offered
4.2.4 Bayer-Monsanto Digital Farming Revenue and Gross Margin (2019-2024)
4.2.5 Bayer-Monsanto Digital Farming Revenue by Product in 2023
4.2.6 Bayer-Monsanto Digital Farming Revenue by Application in 2023
4.2.7 Bayer-Monsanto Digital Farming Revenue by Geographic Area in 2023
4.2.8 Bayer-Monsanto Recent Developments
4.3 DuPont
4.3.1 DuPont Company Information
4.3.2 DuPont Description, Business Overview
4.3.3 DuPont Digital Farming Products Offered
4.3.4 DuPont Digital Farming Revenue and Gross Margin (2019-2024)
4.3.5 DuPont Digital Farming Revenue by Product in 2023
4.3.6 DuPont Digital Farming Revenue by Application in 2023
4.3.7 DuPont Digital Farming Revenue by Geographic Area in 2023
4.3.8 DuPont Recent Developments
4.4 Syngenta-ChemChina
4.4.1 Syngenta-ChemChina Company Information
4.4.2 Syngenta-ChemChina Description, Business Overview
4.4.3 Syngenta-ChemChina Digital Farming Products Offered
4.4.4 Syngenta-ChemChina Digital Farming Revenue and Gross Margin (2019-2024)
4.4.5 Syngenta-ChemChina Digital Farming Revenue by Product in 2023
4.4.6 Syngenta-ChemChina Digital Farming Revenue by Application in 2023
4.4.7 Syngenta-ChemChina Digital Farming Revenue by Geographic Area in 2023
4.4.8 Syngenta-ChemChina Recent Developments
4.5 KWS SAAT SE
4.5.1 KWS SAAT SE Company Information
4.5.2 KWS SAAT SE Description, Business Overview
4.5.3 KWS SAAT SE Digital Farming Products Offered
4.5.4 KWS SAAT SE Digital Farming Revenue and Gross Margin (2019-2024)
4.5.5 KWS SAAT SE Digital Farming Revenue by Product in 2023
4.5.6 KWS SAAT SE Digital Farming Revenue by Application in 2023
4.5.7 KWS SAAT SE Digital Farming Revenue by Geographic Area in 2023
4.5.8 KWS SAAT SE Recent Developments
4.6 Simplot
4.6.1 Simplot Company Information
4.6.2 Simplot Description, Business Overview
4.6.3 Simplot Digital Farming Products Offered
4.6.4 Simplot Digital Farming Revenue and Gross Margin (2019-2024)
4.6.5 Simplot Digital Farming Revenue by Product in 2023
4.6.6 Simplot Digital Farming Revenue by Application in 2023
4.6.7 Simplot Digital Farming Revenue by Geographic Area in 2023
4.6.8 Simplot Recent Development
4.7 Netafim
4.7.1 Netafim Company Information
4.7.2 Netafim Description, Business Overview
4.7.3 Netafim Digital Farming Products Offered
4.7.4 Netafim Digital Farming Revenue and Gross Margin (2019-2024)
4.7.5 Netafim Digital Farming Revenue by Product in 2023
4.7.6 Netafim Digital Farming Revenue by Application in 2023
4.7.7 Netafim Digital Farming Revenue by Geographic Area in 2023
4.7.8 Netafim Recent Development
4.8 Yara International
4.8.1 Yara International Company Information
4.8.2 Yara International Description, Business Overview
4.8.3 Yara International Digital Farming Products Offered
4.8.4 Yara International Digital Farming Revenue and Gross Margin (2019-2024)
4.8.5 Yara International Digital Farming Revenue by Product in 2023
4.8.6 Yara International Digital Farming Revenue by Application in 2023
4.8.7 Yara International Digital Farming Revenue by Geographic Area in 2023
4.8.8 Yara International Recent Development
5 Breakdown Data by Type
5.1 Global Digital Farming Revenue by Type (2019-2024)
5.2 Global Digital Farming Revenue Forecast by Type (2025-2030)
5.3 Digital Farming Revenue Market Share by Type (2019-2030)
6 Breakdown Data by Application
6.1 Global Digital Farming Revenue by Application (2019-2024)
6.2 Global Digital Farming Revenue Forecast by Application (2025-2030)
6.3 Digital Farming Revenue Market Share by Application (2019-2030)
7 North America
7.1 North America Digital Farming Market Size YoY Growth 2019-2030
7.2 North America Digital Farming Market Facts & Figures by Country (2019-2030)
7.3 North America Digital Farming Revenue by Type (2019-2024)
7.4 North America Digital Farming Revenue by Application (2019-2024)
8 Asia-Pacific
8.1 Asia-Pacific Digital Farming Market Size YoY Growth 2019-2030
8.2 Asia-Pacific Digital Farming Market Facts & Figures by Region (2019-2030)
8.3 Asia-Pacific Digital Farming Revenue by Type (2019-2024)
8.4 Asia-Pacific Digital Farming Revenue by Application (2019-2024)
9 Europe
9.1 Europe Digital Farming Market Size YoY Growth 2019-2030
9.2 Europe Digital Farming Market Facts & Figures by Country (2019-2030)
9.3 Europe Digital Farming Revenue by Type (2019-2024)
9.4 Europe Digital Farming Revenue by Application (2019-2024)
10 Latin America
10.1 Latin America Digital Farming Market Size YoY Growth 2019-2030
10.2 Latin America Digital Farming Market Facts & Figures by Country (2019-2030)
10.3 Latin America Digital Farming Revenue by Type (2019-2024)
10.4 Latin America Digital Farming Revenue by Application (2019-2024)
11 Middle East and Africa
11.1 Middle East and Africa Digital Farming Market Size YoY Growth 2019-2030
11.2 Middle East and Africa Digital Farming Market Facts & Figures by Country (2019-2030)
11.3 Middle East and Africa Digital Farming Revenue by Type (2019-2024)
11.4 Middle East and Africa Digital Farming Revenue by Application (2019-2024)
12 Supply Chain and Sales Channel Analysis
12.1 Digital Farming Supply Chain Analysis
12.2 Digital Farming Key Raw Materials and Upstream Suppliers
12.3 Digital Farming Clients Analysis
12.4 Digital Farming Sales Channel and Sales Model Analysis
12.4.1 Digital Farming Distribution Channel Analysis: Indirect Sales VS Direct Sales
12.4.2 Digital Farming Distribution Channel Analysis: Online Sales VS Offline Sales
12.4.3 Digital Farming Distributors
13 Market Dynamics
13.1 Digital Farming Industry Trends
13.2 Digital Farming Market Drivers
13.3 Digital Farming Market Challenges
13.4 Digital Farming Market Restraints
14 Research Findings and Conclusion
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.2 Data Source
15.2 Author Details
15.3 Disclaimer
List of Tables
Table 1. Global Digital Farming Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030
Table 2. Major Companies of Software & Service
Table 3. Major Companies of Hardware
Table 4. Global Digital Farming Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030
Table 5. Global Digital Farming Market Size by Region (US$ Million): 2023 VS 2030
Table 6. Global Digital Farming Revenue by Region (2019-2024) & (US$ Million)
Table 7. Global Digital Farming Revenue Forecast by Region (2025-2030) & (US$ Million)
Table 8. Digital Farming Revenue by Company (2019-2024) & (US$ Million)
Table 9. Digital Farming Revenue Share by Company (2019-2024)
Table 10. Ranking of Global Top Digital Farming Players by Revenue (US$ Million) in 2023
Table 11. Global Digital Farming Companies Market Concentration Ratio (CR5 and HHI) & (2019-2024)
Table 12. Global Digital Farming by Company Type (Tier 1, Tier 2 and Tier 3) & (based on the Revenue in Digital Farming as of 2023)
Table 13. Global Digital Farming Companies Headquarters
Table 14. Global Digital Farming Companies Product & Service
Table 15. Date of International Companies Enter into Digital Farming Market
Table 16. Global Digital Farming Mergers & Acquisitions, Expansion Plans
Table 17. BASF Company Information
Table 18. BASF Description and Business Overview
Table 19. BASF Digital Farming Product
Table 20. BASF Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 21. BASF Revenue Proportion of Digital Farming by Product in 2023
Table 22. BASF Revenue Proportion of Digital Farming by Application in 2023
Table 23. BASF Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 24. BASF Recent Development
Table 25. Bayer-Monsanto Company Information
Table 26. Bayer-Monsanto Description and Business Overview
Table 27. Bayer-Monsanto Digital Farming Product
Table 28. Bayer-Monsanto Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 29. Bayer-Monsanto Revenue Proportion of Digital Farming by Product in 2023
Table 30. Bayer-Monsanto Revenue Proportion of Digital Farming by Application in 2023
Table 31. Bayer-Monsanto Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 32. Bayer-Monsanto Recent Development
Table 33. DuPont Company Information
Table 34. DuPont Description and Business Overview
Table 35. DuPont Digital Farming Product
Table 36. DuPont Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 37. DuPont Revenue Proportion of Digital Farming by Product in 2023
Table 38. DuPont Revenue Proportion of Digital Farming by Application in 2023
Table 39. DuPont Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 40. DuPont Recent Development
Table 41. Syngenta-ChemChina Company Information
Table 42. Syngenta-ChemChina Description and Business Overview
Table 43. Syngenta-ChemChina Digital Farming Product
Table 44. Syngenta-ChemChina Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 45. Syngenta-ChemChina Revenue Proportion of Digital Farming by Product in 2023
Table 46. Syngenta-ChemChina Revenue Proportion of Digital Farming by Application in 2023
Table 47. Syngenta-ChemChina Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 48. Syngenta-ChemChina Recent Development
Table 49. KWS SAAT SE Company Information
Table 50. KWS SAAT SE Description and Business Overview
Table 51. KWS SAAT SE Digital Farming Product
Table 52. KWS SAAT SE Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 53. KWS SAAT SE Revenue Proportion of Digital Farming by Product in 2023
Table 54. KWS SAAT SE Revenue Proportion of Digital Farming by Application in 2023
Table 55. KWS SAAT SE Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 56. KWS SAAT SE Recent Development
Table 57. Simplot Company Information
Table 58. Simplot Description and Business Overview
Table 59. Simplot Digital Farming Product
Table 60. Simplot Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 61. Simplot Revenue Proportion of Digital Farming by Product in 2023
Table 62. Simplot Revenue Proportion of Digital Farming by Application in 2023
Table 63. Simplot Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 64. Simplot Recent Development
Table 65. Netafim Company Information
Table 66. Netafim Description and Business Overview
Table 67. Netafim Digital Farming Product
Table 68. Netafim Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 69. Netafim Revenue Proportion of Digital Farming by Product in 2023
Table 70. Netafim Revenue Proportion of Digital Farming by Application in 2023
Table 71. Netafim Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 72. Netafim Recent Development
Table 73. Yara International Company Information
Table 74. Yara International Description and Business Overview
Table 75. Yara International Digital Farming Product
Table 76. Yara International Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 77. Yara International Revenue Proportion of Digital Farming by Product in 2023
Table 78. Yara International Revenue Proportion of Digital Farming by Application in 2023
Table 79. Yara International Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 80. Yara International Recent Development
Table 81. Global Digital Farming Revenue by Type (2019-2024) & (US$ Million)
Table 82. Global Digital Farming Revenue Forecast by Type (2025-2030) & (US$ Million)
Table 83. Global Digital Farming Revenue by Application (2019-2024) & (US$ Million)
Table 84. Global Digital Farming Revenue Forecast by Application (2025-2030) & (US$ Million)
Table 85. North America Digital Farming Revenue by Country (2019-2024) & (US$ Million)
Table 86. North America Digital Farming Revenue by Country (2025-2030) & (US$ Million)
Table 87. North America Digital Farming Revenue by Type (2019-2024) & (US$ Million)
Table 88. North America Digital Farming Revenue by Application (2019-2024) & (US$ Million)
Table 89. Asia-Pacific Digital Farming Revenue by Region (2019-2030) & (US$ Million)
Table 90. Asia-Pacific Digital Farming Revenue by Region (2025-2030) & (US$ Million)
Table 91. Asia-Pacific Digital Farming Revenue by Type (2019-2024) & (US$ Million)
Table 92. Asia-Pacific Digital Farming Revenue by Application (2019-2024) & (US$ Million)
Table 93. Europe Digital Farming Revenue by Country (2019-2024) & (US$ Million)
Table 94. Europe Digital Farming Revenue by Country (2025-2030) & (US$ Million)
Table 95. Europe Digital Farming Revenue by Type (2019-2024) & (US$ Million)
Table 96. Europe Digital Farming Revenue by Application (2019-2024) & (US$ Million)
Table 97. Latin America Digital Farming Revenue by Country (2019-2024) & (US$ Million)
Table 98. Latin America Digital Farming Revenue by Country (2025-2030) & (US$ Million)
Table 99. Latin America Digital Farming Revenue by Type (2019-2024) & (US$ Million)
Table 100. Latin America Digital Farming Revenue by Application (2019-2024) & (US$ Million)
Table 101. Middle East and Africa Digital Farming Revenue by Country (2019-2024) & (US$ Million)
Table 102. Middle East and Africa Digital Farming Revenue by Country (2025-2030) & (US$ Million)
Table 103. Middle East and Africa Digital Farming Revenue by Type (2019-2024) & (US$ Million)
Table 104. Middle East and Africa Digital Farming Revenue by Application (2019-2024) & (US$ Million)
Table 105. Digital Farming Key Raw Materials, Industry Status and Trend
Table 106. Digital Farming Key Raw Materials and Upstream Suppliers
Table 107. Digital Farming Clients Status and Trend
Table 108. Digital Farming Typical Clients
Table 109. Digital Farming Distributors
Table 110. Digital Farming Market Trends
Table 111. Digital Farming Market Drivers
Table 112. Digital Farming Market Challenges
Table 113. Digital Farming Market Restraints
Table 114. Research Programs/Design for This Report
Table 115. Key Data Information from Secondary Sources
Table 116. Key Data Information from Primary Sources
List of Figures
Figure 1. Digital Farming Product Picture
Figure 2. Global Digital Farming Revenue Market Share by Type in 2023 & 2030
Figure 3. Software & Service Product Picture
Figure 4. Hardware Product Picture
Figure 5. Global Digital Farming Revenue Market Share by Application in 2023 & 2030
Figure 6. Farmland and Farms
Figure 7. Agricultural Cooperatives
Figure 8. Digital Farming Report Years Considered
Figure 9. Global Digital Farming Revenue, (US$ Million), 2019 VS 2023 VS 2030
Figure 10. Global Digital Farming Market Size 2019-2030 (US$ Million)
Figure 11. Global Digital Farming Market Size Market Share by Region: 2023 Versus 2030
Figure 12. Global Digital Farming Revenue Market Share by Region (2019-2030)
Figure 13. Digital Farming Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2019 VS 2023
Figure 14. Global Digital Farming Revenue Market Share Forecast by Type (2019-2030)
Figure 15. Global Digital Farming Revenue Market Share Forecast by Application (2019-2030)
Figure 16. North America Digital Farming Revenue 2019-2030 (US$ Million)
Figure 17. North America Digital Farming Revenue Market Share by Type (2019-2024)
Figure 18. North America Digital Farming Revenue Market Share by Application (2019-2024)
Figure 19. Asia-Pacific Digital Farming Revenue 2019-2030 (US$ Million)
Figure 20. Asia-Pacific Digital Farming Revenue Market Share by Region (2019-2030)
Figure 21. Asia-Pacific Digital Farming Revenue Market Share by Type (2019-2024)
Figure 22. Asia-Pacific Digital Farming Revenue Market Share by Application (2019-2024)
Figure 23. Europe Digital Farming Revenue Growth Rate 2019-2030 (US$ Million)
Figure 24. Europe Digital Farming Revenue Market Share by Country (2019-2030)
Figure 25. Europe Digital Farming Revenue Market Share by Type (2019-2024)
Figure 26. Europe Digital Farming Revenue Market Share by Application (2019-2024)
Figure 27. Latin America Digital Farming Revenue Growth Rate 2019-2030 (US$ Million)
Figure 28. Latin America Digital Farming Revenue Market Share by Country (2019-2024)
Figure 29. Latin America Digital Farming Revenue Market Share by Type (2019-2024)
Figure 30. Latin America Digital Farming Revenue Market Share by Application (2019-2024)
Figure 31. Middle East and Africa Digital Farming Revenue Growth Rate 2019-2030 (US$ Million)
Figure 32. Middle East and Africa Digital Farming Revenue Market Share by Country (2019-2030)
Figure 33. Middle East and Africa Digital Farming Revenue Market Share by Type (2019-2024)
Figure 34. Middle East and Africa Digital Farming Revenue Market Share by Application (2019-2024)
Figure 35. Digital Farming Supply Chain (Upstream and Downstream Market)
Figure 36. Global Production Market Share of Digital Farming Raw Materials by Region in 2023
Figure 37. Digital Farming Distribution Channels
Figure 38. Global Digital Farming Percentage 2019-2030: Indirect Sales VS Direct Sales
Figure 39. Global Digital Farming Percentage 2019-2030: Online Sales VS Offline Sales
Figure 40. Bottom-up and Top-down Approaches for This Report
Figure 41. Data Triangulation
Figure 42. Key Executives Interviewed
Figure 43. Global Digital Farming Percentage 2019-2030: Online Sales VS Offline Sales
Figure 44. Bottom-up and Top-down Approaches for This Report
Figure 45. Data Triangulation
Figure 46. Key Executives Interviewed
Table 1. Global Digital Farming Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030
Table 2. Major Companies of Software & Service
Table 3. Major Companies of Hardware
Table 4. Global Digital Farming Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030
Table 5. Global Digital Farming Market Size by Region (US$ Million): 2023 VS 2030
Table 6. Global Digital Farming Revenue by Region (2019-2024) & (US$ Million)
Table 7. Global Digital Farming Revenue Forecast by Region (2025-2030) & (US$ Million)
Table 8. Digital Farming Revenue by Company (2019-2024) & (US$ Million)
Table 9. Digital Farming Revenue Share by Company (2019-2024)
Table 10. Ranking of Global Top Digital Farming Players by Revenue (US$ Million) in 2023
Table 11. Global Digital Farming Companies Market Concentration Ratio (CR5 and HHI) & (2019-2024)
Table 12. Global Digital Farming by Company Type (Tier 1, Tier 2 and Tier 3) & (based on the Revenue in Digital Farming as of 2023)
Table 13. Global Digital Farming Companies Headquarters
Table 14. Global Digital Farming Companies Product & Service
Table 15. Date of International Companies Enter into Digital Farming Market
Table 16. Global Digital Farming Mergers & Acquisitions, Expansion Plans
Table 17. BASF Company Information
Table 18. BASF Description and Business Overview
Table 19. BASF Digital Farming Product
Table 20. BASF Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 21. BASF Revenue Proportion of Digital Farming by Product in 2023
Table 22. BASF Revenue Proportion of Digital Farming by Application in 2023
Table 23. BASF Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 24. BASF Recent Development
Table 25. Bayer-Monsanto Company Information
Table 26. Bayer-Monsanto Description and Business Overview
Table 27. Bayer-Monsanto Digital Farming Product
Table 28. Bayer-Monsanto Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 29. Bayer-Monsanto Revenue Proportion of Digital Farming by Product in 2023
Table 30. Bayer-Monsanto Revenue Proportion of Digital Farming by Application in 2023
Table 31. Bayer-Monsanto Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 32. Bayer-Monsanto Recent Development
Table 33. DuPont Company Information
Table 34. DuPont Description and Business Overview
Table 35. DuPont Digital Farming Product
Table 36. DuPont Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 37. DuPont Revenue Proportion of Digital Farming by Product in 2023
Table 38. DuPont Revenue Proportion of Digital Farming by Application in 2023
Table 39. DuPont Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 40. DuPont Recent Development
Table 41. Syngenta-ChemChina Company Information
Table 42. Syngenta-ChemChina Description and Business Overview
Table 43. Syngenta-ChemChina Digital Farming Product
Table 44. Syngenta-ChemChina Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 45. Syngenta-ChemChina Revenue Proportion of Digital Farming by Product in 2023
Table 46. Syngenta-ChemChina Revenue Proportion of Digital Farming by Application in 2023
Table 47. Syngenta-ChemChina Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 48. Syngenta-ChemChina Recent Development
Table 49. KWS SAAT SE Company Information
Table 50. KWS SAAT SE Description and Business Overview
Table 51. KWS SAAT SE Digital Farming Product
Table 52. KWS SAAT SE Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 53. KWS SAAT SE Revenue Proportion of Digital Farming by Product in 2023
Table 54. KWS SAAT SE Revenue Proportion of Digital Farming by Application in 2023
Table 55. KWS SAAT SE Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 56. KWS SAAT SE Recent Development
Table 57. Simplot Company Information
Table 58. Simplot Description and Business Overview
Table 59. Simplot Digital Farming Product
Table 60. Simplot Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 61. Simplot Revenue Proportion of Digital Farming by Product in 2023
Table 62. Simplot Revenue Proportion of Digital Farming by Application in 2023
Table 63. Simplot Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 64. Simplot Recent Development
Table 65. Netafim Company Information
Table 66. Netafim Description and Business Overview
Table 67. Netafim Digital Farming Product
Table 68. Netafim Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 69. Netafim Revenue Proportion of Digital Farming by Product in 2023
Table 70. Netafim Revenue Proportion of Digital Farming by Application in 2023
Table 71. Netafim Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 72. Netafim Recent Development
Table 73. Yara International Company Information
Table 74. Yara International Description and Business Overview
Table 75. Yara International Digital Farming Product
Table 76. Yara International Digital Farming Revenue (US$ Million) and Gross Margin (2019-2024)
Table 77. Yara International Revenue Proportion of Digital Farming by Product in 2023
Table 78. Yara International Revenue Proportion of Digital Farming by Application in 2023
Table 79. Yara International Revenue Proportion of Digital Farming by Geographic Area in 2023
Table 80. Yara International Recent Development
Table 81. Global Digital Farming Revenue by Type (2019-2024) & (US$ Million)
Table 82. Global Digital Farming Revenue Forecast by Type (2025-2030) & (US$ Million)
Table 83. Global Digital Farming Revenue by Application (2019-2024) & (US$ Million)
Table 84. Global Digital Farming Revenue Forecast by Application (2025-2030) & (US$ Million)
Table 85. North America Digital Farming Revenue by Country (2019-2024) & (US$ Million)
Table 86. North America Digital Farming Revenue by Country (2025-2030) & (US$ Million)
Table 87. North America Digital Farming Revenue by Type (2019-2024) & (US$ Million)
Table 88. North America Digital Farming Revenue by Application (2019-2024) & (US$ Million)
Table 89. Asia-Pacific Digital Farming Revenue by Region (2019-2030) & (US$ Million)
Table 90. Asia-Pacific Digital Farming Revenue by Region (2025-2030) & (US$ Million)
Table 91. Asia-Pacific Digital Farming Revenue by Type (2019-2024) & (US$ Million)
Table 92. Asia-Pacific Digital Farming Revenue by Application (2019-2024) & (US$ Million)
Table 93. Europe Digital Farming Revenue by Country (2019-2024) & (US$ Million)
Table 94. Europe Digital Farming Revenue by Country (2025-2030) & (US$ Million)
Table 95. Europe Digital Farming Revenue by Type (2019-2024) & (US$ Million)
Table 96. Europe Digital Farming Revenue by Application (2019-2024) & (US$ Million)
Table 97. Latin America Digital Farming Revenue by Country (2019-2024) & (US$ Million)
Table 98. Latin America Digital Farming Revenue by Country (2025-2030) & (US$ Million)
Table 99. Latin America Digital Farming Revenue by Type (2019-2024) & (US$ Million)
Table 100. Latin America Digital Farming Revenue by Application (2019-2024) & (US$ Million)
Table 101. Middle East and Africa Digital Farming Revenue by Country (2019-2024) & (US$ Million)
Table 102. Middle East and Africa Digital Farming Revenue by Country (2025-2030) & (US$ Million)
Table 103. Middle East and Africa Digital Farming Revenue by Type (2019-2024) & (US$ Million)
Table 104. Middle East and Africa Digital Farming Revenue by Application (2019-2024) & (US$ Million)
Table 105. Digital Farming Key Raw Materials, Industry Status and Trend
Table 106. Digital Farming Key Raw Materials and Upstream Suppliers
Table 107. Digital Farming Clients Status and Trend
Table 108. Digital Farming Typical Clients
Table 109. Digital Farming Distributors
Table 110. Digital Farming Market Trends
Table 111. Digital Farming Market Drivers
Table 112. Digital Farming Market Challenges
Table 113. Digital Farming Market Restraints
Table 114. Research Programs/Design for This Report
Table 115. Key Data Information from Secondary Sources
Table 116. Key Data Information from Primary Sources
List of Figures
Figure 1. Digital Farming Product Picture
Figure 2. Global Digital Farming Revenue Market Share by Type in 2023 & 2030
Figure 3. Software & Service Product Picture
Figure 4. Hardware Product Picture
Figure 5. Global Digital Farming Revenue Market Share by Application in 2023 & 2030
Figure 6. Farmland and Farms
Figure 7. Agricultural Cooperatives
Figure 8. Digital Farming Report Years Considered
Figure 9. Global Digital Farming Revenue, (US$ Million), 2019 VS 2023 VS 2030
Figure 10. Global Digital Farming Market Size 2019-2030 (US$ Million)
Figure 11. Global Digital Farming Market Size Market Share by Region: 2023 Versus 2030
Figure 12. Global Digital Farming Revenue Market Share by Region (2019-2030)
Figure 13. Digital Farming Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2019 VS 2023
Figure 14. Global Digital Farming Revenue Market Share Forecast by Type (2019-2030)
Figure 15. Global Digital Farming Revenue Market Share Forecast by Application (2019-2030)
Figure 16. North America Digital Farming Revenue 2019-2030 (US$ Million)
Figure 17. North America Digital Farming Revenue Market Share by Type (2019-2024)
Figure 18. North America Digital Farming Revenue Market Share by Application (2019-2024)
Figure 19. Asia-Pacific Digital Farming Revenue 2019-2030 (US$ Million)
Figure 20. Asia-Pacific Digital Farming Revenue Market Share by Region (2019-2030)
Figure 21. Asia-Pacific Digital Farming Revenue Market Share by Type (2019-2024)
Figure 22. Asia-Pacific Digital Farming Revenue Market Share by Application (2019-2024)
Figure 23. Europe Digital Farming Revenue Growth Rate 2019-2030 (US$ Million)
Figure 24. Europe Digital Farming Revenue Market Share by Country (2019-2030)
Figure 25. Europe Digital Farming Revenue Market Share by Type (2019-2024)
Figure 26. Europe Digital Farming Revenue Market Share by Application (2019-2024)
Figure 27. Latin America Digital Farming Revenue Growth Rate 2019-2030 (US$ Million)
Figure 28. Latin America Digital Farming Revenue Market Share by Country (2019-2024)
Figure 29. Latin America Digital Farming Revenue Market Share by Type (2019-2024)
Figure 30. Latin America Digital Farming Revenue Market Share by Application (2019-2024)
Figure 31. Middle East and Africa Digital Farming Revenue Growth Rate 2019-2030 (US$ Million)
Figure 32. Middle East and Africa Digital Farming Revenue Market Share by Country (2019-2030)
Figure 33. Middle East and Africa Digital Farming Revenue Market Share by Type (2019-2024)
Figure 34. Middle East and Africa Digital Farming Revenue Market Share by Application (2019-2024)
Figure 35. Digital Farming Supply Chain (Upstream and Downstream Market)
Figure 36. Global Production Market Share of Digital Farming Raw Materials by Region in 2023
Figure 37. Digital Farming Distribution Channels
Figure 38. Global Digital Farming Percentage 2019-2030: Indirect Sales VS Direct Sales
Figure 39. Global Digital Farming Percentage 2019-2030: Online Sales VS Offline Sales
Figure 40. Bottom-up and Top-down Approaches for This Report
Figure 41. Data Triangulation
Figure 42. Key Executives Interviewed
Figure 43. Global Digital Farming Percentage 2019-2030: Online Sales VS Offline Sales
Figure 44. Bottom-up and Top-down Approaches for This Report
Figure 45. Data Triangulation
Figure 46. Key Executives Interviewed
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