Global Biotech Seeds Market Research Report 2020

  • Category : Agriculture
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  • ID : 1542110
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  • Date : 24-Mar-20
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  • No of Pages: 92
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  • Publisher : QY Research

This report focuses on Biotech Seeds volume and value at global level, regional level and company level. From a global perspective, this report represents overall Biotech Seeds market size by analyzing historical data and future prospect. Regionally, this report focuses on several key regions: North America, Europe, China and Japan.
At company level, this report focuses on the production capacity, ex-factory price, revenue and market share for each manufacturer covered in this report.

The following manufacturers are covered:
Bayer
DowDuPont
KWS SAAT
Limagrain
Syngenta
...

Segment by Regions
North America
Europe
China
Japan

Segment by Type
Herbicide Tolerance
Insect Resistance
Others

Segment by Application
Corn
Soybean
Cotton
Canola
Others

Table of Contents

1 Biotech Seeds Market Overview
1.1 Product Overview and Scope of Biotech Seeds
1.2 Biotech Seeds Segment by Type
1.2.1 Global Biotech Seeds Production Growth Rate Comparison by Type 2020 VS 2026
1.2.2 Herbicide Tolerance
1.2.3 Insect Resistance
1.2.4 Others
1.3 Biotech Seeds Segment by Application
1.3.1 Biotech Seeds Consumption Comparison by Application: 2020 VS 2026
1.3.2 Corn
1.3.3 Soybean
1.3.4 Cotton
1.3.5 Canola
1.3.6 Others
1.4 Global Biotech Seeds Market by Region
1.4.1 Global Biotech Seeds Market Size Estimates and Forecasts by Region: 2020 VS 2026
1.4.2 North America Estimates and Forecasts (2015-2026)
1.4.3 Europe Estimates and Forecasts (2015-2026)
1.4.4 China Estimates and Forecasts (2015-2026)
1.4.5 Japan Estimates and Forecasts (2015-2026)
1.5 Global Biotech Seeds Growth Prospects
1.5.1 Global Biotech Seeds Revenue Estimates and Forecasts (2015-2026)
1.5.2 Global Biotech Seeds Production Capacity Estimates and Forecasts (2015-2026)
1.5.3 Global Biotech Seeds Production Estimates and Forecasts (2015-2026)

2 Market Competition by Manufacturers
2.1 Global Biotech Seeds Production Capacity Market Share by Manufacturers (2015-2020)
2.2 Global Biotech Seeds Revenue Share by Manufacturers (2015-2020)
2.3 Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
2.4 Global Biotech Seeds Average Price by Manufacturers (2015-2020)
2.5 Manufacturers Biotech Seeds Production Sites, Area Served, Product Types
2.6 Biotech Seeds Market Competitive Situation and Trends
2.6.1 Biotech Seeds Market Concentration Rate
2.6.2 Global Top 3 and Top 5 Players Market Share by Revenue
2.6.3 Mergers & Acquisitions, Expansion

3 Production Capacity by Region
3.1 Global Production Capacity of Biotech Seeds Market Share by Regions (2015-2020)
3.2 Global Biotech Seeds Revenue Market Share by Regions (2015-2020)
3.3 Global Biotech Seeds Production Capacity, Revenue, Price and Gross Margin (2015-2020)
3.4 North America Biotech Seeds Production
3.4.1 North America Biotech Seeds Production Growth Rate (2015-2020)
3.4.2 North America Biotech Seeds Production Capacity, Revenue, Price and Gross Margin (2015-2020)
3.5 Europe Biotech Seeds Production
3.5.1 Europe Biotech Seeds Production Growth Rate (2015-2020)
3.5.2 Europe Biotech Seeds Production Capacity, Revenue, Price and Gross Margin (2015-2020)
3.6 China Biotech Seeds Production
3.6.1 China Biotech Seeds Production Growth Rate (2015-2020)
3.6.2 China Biotech Seeds Production Capacity, Revenue, Price and Gross Margin (2015-2020)
3.7 Japan Biotech Seeds Production
3.7.1 Japan Biotech Seeds Production Growth Rate (2015-2020)
3.7.2 Japan Biotech Seeds Production Capacity, Revenue, Price and Gross Margin (2015-2020)

4 Global Biotech Seeds Consumption by Regions
4.1 Global Biotech Seeds Consumption by Regions
4.1.1 Global Biotech Seeds Consumption by Region
4.1.2 Global Biotech Seeds Consumption Market Share by Region
4.2 North America
4.2.1 North America Biotech Seeds Consumption by Countries
4.2.2 U.S.
4.2.3 Canada
4.3 Europe
4.3.1 Europe Biotech Seeds Consumption by Countries
4.3.2 Germany
4.3.3 France
4.3.4 U.K.
4.3.5 Italy
4.3.6 Russia
4.4 Asia Pacific
4.4.1 Asia Pacific Biotech Seeds Consumption by Region
4.4.2 China
4.4.3 Japan
4.4.4 South Korea
4.4.5 Taiwan
4.4.6 Southeast Asia
4.4.7 India
4.4.8 Australia
4.5 Latin America
4.5.1 Latin America Biotech Seeds Consumption by Countries
4.5.2 Mexico
4.5.3 Brazil

5 Production, Revenue, Price Trend by Type
5.1 Global Biotech Seeds Production Market Share by Type (2015-2020)
5.2 Global Biotech Seeds Revenue Market Share by Type (2015-2020)
5.3 Global Biotech Seeds Price by Type (2015-2020)
5.4 Global Biotech Seeds Market Share by Price Tier (2015-2020): Low-End, Mid-Range and High-End

6 Global Biotech Seeds Market Analysis by Application
6.1 Global Biotech Seeds Consumption Market Share by Application (2015-2020)
6.2 Global Biotech Seeds Consumption Growth Rate by Application (2015-2020)

7 Company Profiles and Key Figures in Biotech Seeds Business
7.1 Bayer
7.1.1 Bayer Biotech Seeds Production Sites and Area Served
7.1.2 Bayer Biotech Seeds Product Introduction, Application and Specification
7.1.3 Bayer Biotech Seeds Production Capacity, Revenue, Price and Gross Margin (2015-2020)
7.1.4 Bayer Main Business and Markets Served
7.2 DowDuPont
7.2.1 DowDuPont Biotech Seeds Production Sites and Area Served
7.2.2 DowDuPont Biotech Seeds Product Introduction, Application and Specification
7.2.3 DowDuPont Biotech Seeds Production Capacity, Revenue, Price and Gross Margin (2015-2020)
7.2.4 DowDuPont Main Business and Markets Served
7.3 KWS SAAT
7.3.1 KWS SAAT Biotech Seeds Production Sites and Area Served
7.3.2 KWS SAAT Biotech Seeds Product Introduction, Application and Specification
7.3.3 KWS SAAT Biotech Seeds Production Capacity, Revenue, Price and Gross Margin (2015-2020)
7.3.4 KWS SAAT Main Business and Markets Served
7.4 Limagrain
7.4.1 Limagrain Biotech Seeds Production Sites and Area Served
7.4.2 Limagrain Biotech Seeds Product Introduction, Application and Specification
7.4.3 Limagrain Biotech Seeds Production Capacity, Revenue, Price and Gross Margin (2015-2020)
7.4.4 Limagrain Main Business and Markets Served
7.5 Syngenta
7.5.1 Syngenta Biotech Seeds Production Sites and Area Served
7.5.2 Syngenta Biotech Seeds Product Introduction, Application and Specification
7.5.3 Syngenta Biotech Seeds Production Capacity, Revenue, Price and Gross Margin (2015-2020)
7.5.4 Syngenta Main Business and Markets Served

8 Biotech Seeds Manufacturing Cost Analysis
8.1 Biotech Seeds Key Raw Materials Analysis
8.1.1 Key Raw Materials
8.1.2 Key Raw Materials Price Trend
8.1.3 Key Suppliers of Raw Materials
8.2 Proportion of Manufacturing Cost Structure
8.3 Manufacturing Process Analysis of Biotech Seeds
8.4 Biotech Seeds Industrial Chain Analysis

9 Marketing Channel, Distributors and Customers
9.1 Marketing Channel
9.2 Biotech Seeds Distributors List
9.3 Biotech Seeds Customers

10 Market Dynamics
10.1 Market Trends
10.2 Opportunities and Drivers
10.3 Challenges
10.4 Porter\'s Five Forces Analysis

11 Production and Supply Forecast
11.1 Global Forecasted Production of Biotech Seeds (2021-2026)
11.2 Global Forecasted Revenue of Biotech Seeds (2021-2026)
11.3 Global Forecasted Price of Biotech Seeds (2021-2026)
11.4 Global Biotech Seeds Production Forecast by Regions (2021-2026)
11.4.1 North America Biotech Seeds Production, Revenue Forecast (2021-2026)
11.4.2 Europe Biotech Seeds Production, Revenue Forecast (2021-2026)
11.4.3 China Biotech Seeds Production, Revenue Forecast (2021-2026)
11.4.4 Japan Biotech Seeds Production, Revenue Forecast (2021-2026)

12 Consumption and Demand Forecast
12.1 Global Forecasted and Consumption Demand Analysis of Biotech Seeds
12.2 North America Forecasted Consumption of Biotech Seeds by Country
12.3 Europe Market Forecasted Consumption of Biotech Seeds by Country
12.4 Asia Pacific Market Forecasted Consumption of Biotech Seeds by Regions
12.5 Latin America Forecasted Consumption of Biotech Seeds
13 Forecast by Type and by Application (2021-2026)
13.1 Global Production, Revenue and Price Forecast by Type (2021-2026)
13.1.1 Global Forecasted Production of Biotech Seeds by Type (2021-2026)
13.1.2 Global Forecasted Revenue of Biotech Seeds by Type (2021-2026)
13.1.2 Global Forecasted Price of Biotech Seeds by Type (2021-2026)
13.2 Global Forecasted Consumption of Biotech Seeds by Application (2021-2026)
14 Research Finding and Conclusion

15 Methodology and Data Source
15.1 Methodology/Research Approach
15.1.1 Research Programs/Design
15.1.2 Market Size Estimation
15.1.3 Market Breakdown and Data Triangulation
15.2 Data Source
15.2.1 Secondary Sources
15.2.2 Primary Sources
15.3 Author List
15.4 Disclaimer

List of Tables
Table 1. Global Biotech Seeds Production (K MT) Growth Rate Comparison by Type (2015-2026)
Table 2. Global Biotech Seeds Market Size by Type (K MT) (US$ Million) (2020 VS 2026)
Table 3. Global Biotech Seeds Consumption (K MT) Comparison by Application: 2020 VS 2026
Table 4. Global Biotech Seeds Production (K MT) by Manufacturers
Table 5. Global Biotech Seeds Production (K MT) by Manufacturers (2015-2020)
Table 6. Global Biotech Seeds Production Share by Manufacturers (2015-2020)
Table 7. Global Biotech Seeds Revenue (Million USD) by Manufacturers (2015-2020)
Table 8. Global Biotech Seeds Revenue Share by Manufacturers (2015-2020)
Table 9. Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Biotech Seeds as of 2019)
Table 10. Global Market Biotech Seeds Average Price (USD/MT) of Key Manufacturers (2015-2020)
Table 11. Manufacturers Biotech Seeds Production Sites and Area Served
Table 12. Manufacturers Biotech Seeds Product Types
Table 13. Global Biotech Seeds Manufacturers Market Concentration Ratio (CR5 and HHI)
Table 14. Mergers & Acquisitions, Expansion
Table 15. Global Biotech Seeds Capacity (K MT) by Region (2015-2020)
Table 16. Global Biotech Seeds Production (K MT) by Region (2015-2020)
Table 17. Global Biotech Seeds Revenue (Million US$) by Region (2015-2020)
Table 18. Global Biotech Seeds Revenue Market Share by Region (2015-2020)
Table 19. Global Biotech Seeds Production Capacity (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2015-2020)
Table 20. North America Biotech Seeds Production Capacity (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2015-2020)
Table 21. Europe Biotech Seeds Production Capacity (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2015-2020)
Table 22. China Biotech Seeds Production Capacity (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2015-2020)
Table 23. Japan Biotech Seeds Production Capacity (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2015-2020)
Table 24. Global Biotech Seeds Consumption (K MT) Market by Region (2015-2020)
Table 25. Global Biotech Seeds Consumption Market Share by Region (2015-2020)
Table 26. North America Biotech Seeds Consumption by Countries (2015-2020) (K MT)
Table 27. Europe Biotech Seeds Consumption by Countries (2015-2020) (K MT)
Table 28. Asia Pacific Biotech Seeds Consumption by Countries (2015-2020) (K MT)
Table 29. Latin America Biotech Seeds Consumption by Countries (2015-2020) (K MT)
Table 30. Global Biotech Seeds Production (K MT) by Type (2015-2020)
Table 31. Global Biotech Seeds Production Share by Type (2015-2020)
Table 32. Global Biotech Seeds Revenue (Million US$) by Type (2015-2020)
Table 33. Global Biotech Seeds Revenue Share by Type (2015-2020)
Table 34. Global Biotech Seeds Price (USD/MT) by Type (2015-2020)
Table 35. Global Biotech Seeds Consumption (K MT) by Application (2015-2020)
Table 36. Global Biotech Seeds Consumption Market Share by Application (2015-2020)
Table 37. Global Biotech Seeds Consumption Growth Rate by Application (2015-2020)
Table 38. Bayer Biotech Seeds Production Sites and Area Served
Table 39. Bayer Production Sites and Area Served
Table 40. Bayer Biotech Seeds Production Capacity (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2015-2020)
Table 41. Bayer Main Business and Markets Served
Table 42. DowDuPont Biotech Seeds Production Sites and Area Served
Table 43. DowDuPont Production Sites and Area Served
Table 44. DowDuPont Biotech Seeds Production Capacity (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2015-2020)
Table 45. DowDuPont Main Business and Markets Served
Table 46. KWS SAAT Biotech Seeds Production Sites and Area Served
Table 47. KWS SAAT Production Sites and Area Served
Table 48. KWS SAAT Biotech Seeds Production Capacity (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2015-2020)
Table 49. KWS SAAT Main Business and Markets Served
Table 50. Limagrain Biotech Seeds Production Sites and Area Served
Table 51. Limagrain Production Sites and Area Served
Table 52. Limagrain Biotech Seeds Production Capacity (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2015-2020)
Table 53. Limagrain Main Business and Markets Served
Table 54. Syngenta Biotech Seeds Production Sites and Area Served
Table 55. Syngenta Production Sites and Area Served
Table 56. Syngenta Biotech Seeds Production Capacity (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2015-2020)
Table 57. Syngenta Main Business and Markets Served
Table 58. Production Base and Market Concentration Rate of Raw Material
Table 59. Key Suppliers of Raw Materials
Table 60. Biotech Seeds Distributors List
Table 61. Biotech Seeds Customers List
Table 62. Market Key Trends
Table 63. Key Opportunities and Drivers: Impact Analysis (2021-2026)
Table 64. Key Challenges
Table 65. Global Biotech Seeds Production (K MT) Forecast by Region (2021-2026)
Table 66. North America Biotech Seeds Consumption Forecast 2021-2026 (K MT) by Country
Table 67. Europe Biotech Seeds Consumption Forecast 2021-2026 (K MT) by Country
Table 68. Asia Pacific Biotech Seeds Consumption Forecast 2021-2026 (K MT) by Regions
Table 69. Latin America Biotech Seeds Consumption Forecast 2021-2026 (K MT) by Country
Table 70. Global Biotech Seeds Consumption (K MT) Forecast by Regions (2021-2026)
Table 71. Global Biotech Seeds Production (K MT) Forecast by Type (2021-2026)
Table 72. Global Biotech Seeds Revenue (Million US$) Forecast by Type (2021-2026)
Table 73. Global Biotech Seeds Price (USD/MT) Forecast by Type (2021-2026)
Table 74. Global Biotech Seeds Consumption (K MT) Forecast by Application (2021-2026)
Table 75. Research Programs/Design for This Report
Table 76. Key Data Information from Secondary Sources
Table 77. Key Data Information from Primary Sources
List of Figures
Figure 1. Picture of Biotech Seeds
Figure 2. Global Biotech Seeds Production Market Share by Type: 2020 VS 2026
Figure 3. Herbicide Tolerance Product Picture
Figure 4. Insect Resistance Product Picture
Figure 5. Others Product Picture
Figure 6. Global Biotech Seeds Consumption Market Share by Application: 2020 VS 2026
Figure 7. Corn
Figure 8. Soybean
Figure 9. Cotton
Figure 10. Canola
Figure 11. Others
Figure 12. North America Biotech Seeds Revenue (Million US$) and Growth Rate (2015-2026)
Figure 13. Europe Biotech Seeds Revenue (Million US$) and Growth Rate (2015-2026)
Figure 14. China Biotech Seeds Revenue (Million US$) and Growth Rate (2015-2026)
Figure 15. Japan Biotech Seeds Revenue (Million US$) and Growth Rate (2015-2026)
Figure 16. Global Biotech Seeds Revenue (Million US$) (2015-2026)
Figure 17. Global Biotech Seeds Production Capacity (K MT) (2015-2026)
Figure 18. Biotech Seeds Production Share by Manufacturers in 2019
Figure 19. Global Biotech Seeds Revenue Share by Manufacturers in 2019
Figure 20. Biotech Seeds Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2015 VS 2019
Figure 21. Global Market Biotech Seeds Average Price (USD/MT) of Key Manufacturers in 2019
Figure 22. The Global 5 and 10 Largest Players: Market Share by Biotech Seeds Revenue in 2019
Figure 23. Global Biotech Seeds Production Market Share by Region (2015-2020)
Figure 24. Global Biotech Seeds Production Market Share by Region in 2019
Figure 25. Global Biotech Seeds Revenue Market Share by Region (2015-2020)
Figure 26. Global Biotech Seeds Revenue Market Share by Region in 2019
Figure 27. Global Biotech Seeds Production (K MT) Growth Rate (2015-2020)
Figure 28. North America Biotech Seeds Production (K MT) Growth Rate (2015-2020)
Figure 29. Europe Biotech Seeds Production (K MT) Growth Rate (2015-2020)
Figure 30. China Biotech Seeds Production (K MT) Growth Rate (2015-2020)
Figure 31. Japan Biotech Seeds Production (K MT) Growth Rate (2015-2020)
Figure 32. Global Biotech Seeds Consumption Market Share by Region (2015-2020)
Figure 33. Global Biotech Seeds Consumption Market Share by Region in 2019
Figure 34. North America Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 35. North America Biotech Seeds Consumption Market Share by Countries in 2019
Figure 36. Canada Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 37. U.S. Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 38. Europe Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 39. Europe Biotech Seeds Consumption Market Share by Countries in 2019
Figure 40. Germany America Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 41. France Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 42. U.K. Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 43. Italy Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 44. Russia Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 45. Asia Pacific Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 46. Asia Pacific Biotech Seeds Consumption Market Share by Regions in 2019
Figure 47. China Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 48. Japan Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 49. South Korea Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 50. Taiwan Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 51. Southeast Asia Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 52. India Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 53. Australia Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 54. Latin America Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 55. Latin America Biotech Seeds Consumption Market Share by Countries in 2019
Figure 56. Mexico Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 57. Brazil Biotech Seeds Consumption Growth Rate (2015-2020) (K MT)
Figure 58. Production Market Share of Biotech Seeds by Type (2015-2020)
Figure 59. Production Market Share of Biotech Seeds by Type in 2019
Figure 60. Revenue Share of Biotech Seeds by Type (2015-2020)
Figure 61. Revenue Market Share of Biotech Seeds by Type in 2019
Figure 62. Global Biotech Seeds Production Growth by Type (2015-2020) (K MT)
Figure 63. Global Biotech Seeds Consumption Market Share by Application (2015-2020)
Figure 64. Global Biotech Seeds Consumption Market Share by Application in 2019
Figure 65. Global Biotech Seeds Consumption Growth Rate by Application (2015-2020)
Figure 66. Price Trend of Key Raw Materials
Figure 67. Manufacturing Cost Structure of Biotech Seeds
Figure 68. Manufacturing Process Analysis of Biotech Seeds
Figure 69. Biotech Seeds Industrial Chain Analysis
Figure 70. Channels of Distribution
Figure 71. Distributors Profiles
Figure 72. Porter\'s Five Forces Analysis
Figure 73. Global Biotech Seeds Production Capacity (K MT) and Growth Rate Forecast (2021-2026)
Figure 74. Global Biotech Seeds Production (K MT) and Growth Rate Forecast (2021-2026)
Figure 75. Global Biotech Seeds Revenue (Million US$) and Growth Rate Forecast (2021-2026)
Figure 76. Global Biotech Seeds Price and Trend Forecast (2021-2026)
Figure 77. Global Biotech Seeds Production Market Share Forecast by Region (2021-2026)
Figure 78. North America Biotech Seeds Production (K MT) and Growth Rate Forecast (2021-2026)
Figure 79. North America Biotech Seeds Revenue (Million US$) and Growth Rate Forecast (2021-2026)
Figure 80. Europe Biotech Seeds Production (K MT) and Growth Rate Forecast (2021-2026)
Figure 81. Europe Biotech Seeds Revenue (Million US$) and Growth Rate Forecast (2021-2026)
Figure 82. China Biotech Seeds Production (K MT) and Growth Rate Forecast (2021-2026)
Figure 83. China Biotech Seeds Revenue (Million US$) and Growth Rate Forecast (2021-2026)
Figure 84. Japan Biotech Seeds Production (K MT) and Growth Rate Forecast (2021-2026)
Figure 85. Japan Biotech Seeds Revenue (Million US$) and Growth Rate Forecast (2021-2026)
Figure 86. Global Forecasted and Consumption Demand Analysis of Biotech Seeds
Figure 87. North America Biotech Seeds Consumption (K MT) Growth Rate Forecast (2021-2026)
Figure 88. Europe Biotech Seeds Consumption (K MT) Growth Rate Forecast (2021-2026)
Figure 89. Asia Pacific Biotech Seeds Consumption (K MT) Growth Rate Forecast (2021-2026)
Figure 90. Latin America Biotech Seeds Consumption (K MT) Growth Rate Forecast (2021-2026)
Figure 91. Global Biotech Seeds Production (K MT) Forecast by Type (2021-2026)
Figure 92. Global Biotech Seeds Revenue Market Share Forecast by Type (2021-2026)
Figure 93. Global Biotech Seeds Consumption Forecast by Application (2021-2026)
Figure 94. Bottom-up and Top-down Approaches for This Report
Figure 95. Data Triangulation

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