1 Report Overview 1.1 Study Scope 1.2 Market Analysis by Type 1.2.1 Global Agriculture Digital Twin Market Size Growth Rate by Type: 2016 VS 2021 VS 2027 1.2.2 Based on Images and Video 1.2.3 Based on 3D Scanning 1.2.4 Others 1.3 Market by Application 1.3.1 Global Agriculture Digital Twin Market Share by Application: 2016 VS 2021 VS 2027 1.3.2 Animal Physiology 1.3.3 Environmental Condition 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Agriculture Digital Twin Market Perspective (2016-2027) 2.2 Agriculture Digital Twin Growth Trends by Regions 2.2.1 Agriculture Digital Twin Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 Agriculture Digital Twin Historic Market Share by Regions (2016-2021) 2.2.3 Agriculture Digital Twin Forecasted Market Size by Regions (2022-2027) 2.3 Agriculture Digital Twin Industry Dynamic 2.3.1 Agriculture Digital Twin Market Trends 2.3.2 Agriculture Digital Twin Market Drivers 2.3.3 Agriculture Digital Twin Market Challenges 2.3.4 Agriculture Digital Twin Market Restraints 3 Competition Landscape by Key Players 3.1 Global Top Agriculture Digital Twin Players by Revenue 3.1.1 Global Top Agriculture Digital Twin Players by Revenue (2016-2021) 3.1.2 Global Agriculture Digital Twin Revenue Market Share by Players (2016-2021) 3.2 Global Agriculture Digital Twin Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: Ranking by Agriculture Digital Twin Revenue 3.4 Global Agriculture Digital Twin Market Concentration Ratio 3.4.1 Global Agriculture Digital Twin Market Concentration Ratio (CR5 and HHI) 3.4.2 Global Top 10 and Top 5 Companies by Agriculture Digital Twin Revenue in 2020 3.5 Agriculture Digital Twin Key Players Head office and Area Served 3.6 Key Players Agriculture Digital Twin Product Solution and Service 3.7 Date of Enter into Agriculture Digital Twin Market 3.8 Mergers & Acquisitions, Expansion Plans 4 Agriculture Digital Twin Breakdown Data by Type 4.1 Global Agriculture Digital Twin Historic Market Size by Type (2016-2021) 4.2 Global Agriculture Digital Twin Forecasted Market Size by Type (2022-2027) 5 Agriculture Digital Twin Breakdown Data by Application 5.1 Global Agriculture Digital Twin Historic Market Size by Application (2016-2021) 5.2 Global Agriculture Digital Twin Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America Agriculture Digital Twin Market Size (2016-2027) 6.2 North America Agriculture Digital Twin Market Size by Type 6.2.1 North America Agriculture Digital Twin Market Size by Type (2016-2021) 6.2.2 North America Agriculture Digital Twin Market Size by Type (2022-2027) 6.2.3 North America Agriculture Digital Twin Market Size by Type (2016-2027) 6.3 North America Agriculture Digital Twin Market Size by Application 6.3.1 North America Agriculture Digital Twin Market Size by Application (2016-2021) 6.3.2 North America Agriculture Digital Twin Market Size by Application (2022-2027) 6.3.3 North America Agriculture Digital Twin Market Size by Application (2016-2027) 6.4 North America Agriculture Digital Twin Market Size by Country 6.4.1 North America Agriculture Digital Twin Market Size by Country (2016-2021) 6.4.2 North America Agriculture Digital Twin Market Size by Country (2022-2027) 6.4.3 United States 6.4.4 Canada 7 Europe 7.1 Europe Agriculture Digital Twin Market Size (2016-2027) 7.2 Europe Agriculture Digital Twin Market Size by Type 7.2.1 Europe Agriculture Digital Twin Market Size by Type (2016-2021) 7.2.2 Europe Agriculture Digital Twin Market Size by Type (2022-2027) 7.2.3 Europe Agriculture Digital Twin Market Size by Type (2016-2027) 7.3 Europe Agriculture Digital Twin Market Size by Application 7.3.1 Europe Agriculture Digital Twin Market Size by Application (2016-2021) 7.3.2 Europe Agriculture Digital Twin Market Size by Application (2022-2027) 7.3.3 Europe Agriculture Digital Twin Market Size by Application (2016-2027) 7.4 Europe Agriculture Digital Twin Market Size by Country 7.4.1 Europe Agriculture Digital Twin Market Size by Country (2016-2021) 7.4.2 Europe Agriculture Digital Twin Market Size by Country (2022-2027) 7.4.3 Germany 7.4.4 France 7.4.5 U.K. 7.4.6 Italy 7.4.7 Russia 7.4.8 Nordic 8 Asia-Pacific 8.1 Asia-Pacific Agriculture Digital Twin Market Size (2016-2027) 8.2 Asia-Pacific Agriculture Digital Twin Market Size by Type 8.2.1 Asia-Pacific Agriculture Digital Twin Market Size by Type (2016-2021) 8.2.2 Asia-Pacific Agriculture Digital Twin Market Size by Type (2022-2027) 8.2.3 Asia-Pacific Agriculture Digital Twin Market Size by Type (2016-2027) 8.3 Asia-Pacific Agriculture Digital Twin Market Size by Application 8.3.1 Asia-Pacific Agriculture Digital Twin Market Size by Application (2016-2021) 8.3.2 Asia-Pacific Agriculture Digital Twin Market Size by Application (2022-2027) 8.3.3 Asia-Pacific Agriculture Digital Twin Market Size by Application (2016-2027) 8.4 Asia-Pacific Agriculture Digital Twin Market Size by Region 8.4.1 Asia-Pacific Agriculture Digital Twin Market Size by Region (2016-2021) 8.4.2 Asia-Pacific Agriculture Digital Twin Market Size by Region (2022-2027) 8.4.3 China 8.4.4 Japan 8.4.5 South Korea 8.4.6 Southeast Asia 8.4.7 India 8.4.8 Australia 9 Latin America 9.1 Latin America Agriculture Digital Twin Market Size (2016-2027) 9.2 Latin America Agriculture Digital Twin Market Size by Type 9.2.1 Latin America Agriculture Digital Twin Market Size by Type (2016-2021) 9.2.2 Latin America Agriculture Digital Twin Market Size by Type (2022-2027) 9.2.3 Latin America Agriculture Digital Twin Market Size by Type (2016-2027) 9.3 Latin America Agriculture Digital Twin Market Size by Application 9.3.1 Latin America Agriculture Digital Twin Market Size by Application (2016-2021) 9.3.2 Latin America Agriculture Digital Twin Market Size by Application (2022-2027) 9.3.3 Latin America Agriculture Digital Twin Market Size by Application (2016-2027) 9.4 Latin America Agriculture Digital Twin Market Size by Country 9.4.1 Latin America Agriculture Digital Twin Market Size by Country (2016-2021) 9.4.2 Latin America Agriculture Digital Twin Market Size by Country (2022-2027) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Agriculture Digital Twin Market Size (2016-2027) 10.2 Middle East & Africa Agriculture Digital Twin Market Size by Type 10.2.1 Middle East & Africa Agriculture Digital Twin Market Size by Type (2016-2021) 10.2.2 Middle East & Africa Agriculture Digital Twin Market Size by Type (2022-2027) 10.2.3 Middle East & Africa Agriculture Digital Twin Market Size by Type (2016-2027) 10.3 Middle East & Africa Agriculture Digital Twin Market Size by Application 10.3.1 Middle East & Africa Agriculture Digital Twin Market Size by Application (2016-2021) 10.3.2 Middle East & Africa Agriculture Digital Twin Market Size by Application (2022-2027) 10.3.3 Middle East & Africa Agriculture Digital Twin Market Size by Application (2016-2027) 10.4 Middle East & Africa Agriculture Digital Twin Market Size by Country 10.4.1 Middle East & Africa Agriculture Digital Twin Market Size by Country (2016-2021) 10.4.2 Middle East & Africa Agriculture Digital Twin Market Size by Country (2022-2027) 10.4.3 Turkey 10.4.4 Saudi Arabia 10.4.5 UAE 11 Key Players Profiles 11.1 IBM 11.1.1 IBM Company Details 11.1.2 IBM Business Overview 11.1.3 IBM Agriculture Digital Twin Introduction 11.1.4 IBM Revenue in Agriculture Digital Twin Business (2016-2021) 11.1.5 IBM Recent Development 11.2 Agrimetrics 11.2.1 Agrimetrics Company Details 11.2.2 Agrimetrics Business Overview 11.2.3 Agrimetrics Agriculture Digital Twin Introduction 11.2.4 Agrimetrics Revenue in Agriculture Digital Twin Business (2016-2021) 11.2.5 Agrimetrics Recent Development 11.3 CropX 11.3.1 CropX Company Details 11.3.2 CropX Business Overview 11.3.3 CropX Agriculture Digital Twin Introduction 11.3.4 CropX Revenue in Agriculture Digital Twin Business (2016-2021) 11.3.5 CropX Recent Development 11.4 Cainthus 11.4.1 Cainthus Company Details 11.4.2 Cainthus Business Overview 11.4.3 Cainthus Agriculture Digital Twin Introduction 11.4.4 Cainthus Revenue in Agriculture Digital Twin Business (2016-2021) 11.4.5 Cainthus Recent Development 11.5 Rex 11.5.1 Rex Company Details 11.5.2 Rex Business Overview 11.5.3 Rex Agriculture Digital Twin Introduction 11.5.4 Rex Revenue in Agriculture Digital Twin Business (2016-2021) 11.5.5 Rex Recent Development 11.6 Connecterra 11.6.1 Connecterra Company Details 11.6.2 Connecterra Business Overview 11.6.3 Connecterra Agriculture Digital Twin Introduction 11.6.4 Connecterra Revenue in Agriculture Digital Twin Business (2016-2021) 11.6.5 Connecterra Recent Development 11.7 VANTIQ 11.7.1 VANTIQ Company Details 11.7.2 VANTIQ Business Overview 11.7.3 VANTIQ Agriculture Digital Twin Introduction 11.7.4 VANTIQ Revenue in Agriculture Digital Twin Business (2016-2021) 11.7.5 VANTIQ Recent Development 11.8 Altair 11.8.1 Altair Company Details 11.8.2 Altair Business Overview 11.8.3 Altair Agriculture Digital Twin Introduction 11.8.4 Altair Revenue in Agriculture Digital Twin Business (2016-2021) 11.8.5 Altair Recent Development 11.9 Microsoft Azure 11.9.1 Microsoft Azure Company Details 11.9.2 Microsoft Azure Business Overview 11.9.3 Microsoft Azure Agriculture Digital Twin Introduction 11.9.4 Microsoft Azure Revenue in Agriculture Digital Twin Business (2016-2021) 11.9.5 Microsoft Azure Recent Development 12 Analyst's Viewpoints/Conclusions 13 Appendix 13.1 Research Methodology 13.1.1 Methodology/Research Approach 13.1.2 Data Source 13.2 Disclaimer 13.3 Author Details

List of Tables Table 1. Global Agriculture Digital Twin Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 Table 2. Key Players of Based on Images and Video Table 3. Key Players of Based on 3D Scanning Table 4. Key Players of Others Table 5. Global Agriculture Digital Twin Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027 Table 6. Global Agriculture Digital Twin Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 7. Global Agriculture Digital Twin Market Size by Regions (2016-2021) & (US$ Million) Table 8. Global Agriculture Digital Twin Market Share by Regions (2016-2021) Table 9. Global Agriculture Digital Twin Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 10. Global Agriculture Digital Twin Market Share by Regions (2022-2027) Table 11. Agriculture Digital Twin Market Trends Table 12. Agriculture Digital Twin Market Drivers Table 13. Agriculture Digital Twin Market Challenges Table 14. Agriculture Digital Twin Market Restraints Table 15. Global Agriculture Digital Twin Revenue by Players (2016-2021) & (US$ Million) Table 16. Global Agriculture Digital Twin Market Share by Players (2016-2021) Table 17. Global Top Agriculture Digital Twin Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Agriculture Digital Twin as of 2020) Table 18. Ranking of Global Top Agriculture Digital Twin Companies by Revenue (US$ Million) in 2020 Table 19. Global 5 Largest Players Market Share by Agriculture Digital Twin Revenue (CR5 and HHI) & (2016-2021) Table 20. Key Players Headquarters and Area Served Table 21. Key Players Agriculture Digital Twin Product Solution and Service Table 22. Date of Enter into Agriculture Digital Twin Market Table 23. Mergers & Acquisitions, Expansion Plans Table 24. Global Agriculture Digital Twin Market Size by Type (2016-2021) (US$ Million) Table 25. Global Agriculture Digital Twin Revenue Market Share by Type (2016-2021) Table 26. Global Agriculture Digital Twin Forecasted Market Size by Type (2022-2027) (US$ Million) Table 27. Global Agriculture Digital Twin Revenue Market Share by Type (2022-2027) & (US$ Million) Table 28. Global Agriculture Digital Twin Market Size Share by Application (2016-2021) & (US$ Million) Table 29. Global Agriculture Digital Twin Revenue Market Share by Application (2016-2021) Table 30. Global Agriculture Digital Twin Forecasted Market Size by Application (2022-2027) (US$ Million) Table 31. Global Agriculture Digital Twin Revenue Market Share by Application (2022-2027) & (US$ Million) Table 32. North America Agriculture Digital Twin Market Size by Type (2016-2021) (US$ Million) Table 33. North America Agriculture Digital Twin Market Size by Type (2022-2027) & (US$ Million) Table 34. North America Agriculture Digital Twin Market Size by Application (2016-2021) (US$ Million) Table 35. North America Agriculture Digital Twin Market Size by Application (2022-2027) & (US$ Million) Table 36. North America Agriculture Digital Twin Market Size by Country (2016-2021) & (US$ Million) Table 37. North America Agriculture Digital Twin Market Size by Country (2022-2027) & (US$ Million) Table 38. Europe Agriculture Digital Twin Market Size by Type (2016-2021) (US$ Million) Table 39. Europe Agriculture Digital Twin Market Size by Type (2022-2027) & (US$ Million) Table 40. Europe Agriculture Digital Twin Market Size by Application (2016-2021) (US$ Million) Table 41. Europe Agriculture Digital Twin Market Size by Application (2022-2027) & (US$ Million) Table 42. Europe Agriculture Digital Twin Market Size by Country (2016-2021) & (US$ Million) Table 43. Europe Agriculture Digital Twin Market Size by Country (2022-2027) & (US$ Million) Table 44. Asia-Pacific Agriculture Digital Twin Market Size by Type (2016-2021) (US$ Million) Table 45. Asia-Pacific Agriculture Digital Twin Market Size by Type (2022-2027) & (US$ Million) Table 46. Asia-Pacific Agriculture Digital Twin Market Size by Application (2016-2021) (US$ Million) Table 47. Asia-Pacific Agriculture Digital Twin Market Size by Application (2022-2027) & (US$ Million) Table 48. Asia-Pacific Agriculture Digital Twin Market Size by Region (2016-2021) & (US$ Million) Table 49. Asia-Pacific Agriculture Digital Twin Market Size by Region (2022-2027) & (US$ Million) Table 50. Latin America Agriculture Digital Twin Market Size by Type (2016-2021) (US$ Million) Table 51. Latin America Agriculture Digital Twin Market Size by Type (2022-2027) & (US$ Million) Table 52. Latin America Agriculture Digital Twin Market Size by Application (2016-2021) (US$ Million) Table 53. Latin America Agriculture Digital Twin Market Size by Application (2022-2027) & (US$ Million) Table 54. Latin America Agriculture Digital Twin Market Size by Country (2016-2021) & (US$ Million) Table 55. Latin America Agriculture Digital Twin Market Size by Country (2022-2027) & (US$ Million) Table 56. Middle East & Africa Agriculture Digital Twin Market Size by Type (2016-2021) (US$ Million) Table 57. Middle East & Africa Agriculture Digital Twin Market Size by Type (2022-2027) & (US$ Million) Table 58. Middle East & Africa Agriculture Digital Twin Market Size by Application (2016-2021) (US$ Million) Table 59. Middle East & Africa Agriculture Digital Twin Market Size by Application (2022-2027) & (US$ Million) Table 60. Middle East & Africa Agriculture Digital Twin Market Size by Country (2016-2021) & (US$ Million) Table 61. Middle East & Africa Agriculture Digital Twin Market Size by Country (2022-2027) & (US$ Million) Table 62. IBM Company Details Table 63. IBM Business Overview Table 64. IBM Agriculture Digital Twin Product Table 65. IBM Revenue in Agriculture Digital Twin Business (2016-2021) & (US$ Million) Table 66. IBM Recent Development Table 67. Agrimetrics Company Details Table 68. Agrimetrics Business Overview Table 69. Agrimetrics Agriculture Digital Twin Product Table 70. Agrimetrics Revenue in Agriculture Digital Twin Business (2016-2021) & (US$ Million) Table 71. Agrimetrics Recent Development Table 72. CropX Company Details Table 73. CropX Business Overview Table 74. CropX Agriculture Digital Twin Product Table 75. CropX Revenue in Agriculture Digital Twin Business (2016-2021) & (US$ Million) Table 76. CropX Recent Development Table 77. Cainthus Company Details Table 78. Cainthus Business Overview Table 79. Cainthus Agriculture Digital Twin Product Table 80. Cainthus Revenue in Agriculture Digital Twin Business (2016-2021) & (US$ Million) Table 81. Cainthus Recent Development Table 82. Rex Company Details Table 83. Rex Business Overview Table 84. Rex Agriculture Digital Twin Product Table 85. Rex Revenue in Agriculture Digital Twin Business (2016-2021) & (US$ Million) Table 86. Rex Recent Development Table 87. Connecterra Company Details Table 88. Connecterra Business Overview Table 89. Connecterra Agriculture Digital Twin Product Table 90. Connecterra Revenue in Agriculture Digital Twin Business (2016-2021) & (US$ Million) Table 91. Connecterra Recent Development Table 92. VANTIQ Company Details Table 93. VANTIQ Business Overview Table 94. VANTIQ Agriculture Digital Twin Product Table 95. VANTIQ Revenue in Agriculture Digital Twin Business (2016-2021) & (US$ Million) Table 96. VANTIQ Recent Development Table 97. Altair Company Details Table 98. Altair Business Overview Table 99. Altair Revenue in Agriculture Digital Twin Business (2016-2021) & (US$ Million) Table 100. Altair Recent Development Table 101. Microsoft Azure Company Details Table 102. Microsoft Azure Business Overview Table 103. Microsoft Azure Agriculture Digital Twin Product Table 104. Microsoft Azure Revenue in Agriculture Digital Twin Business (2016-2021) & (US$ Million) Table 105. Microsoft Azure Recent Development Table 106. Research Programs/Design for This Report Table 107. Key Data Information from Secondary Sources Table 108. Key Data Information from Primary Sources List of Figures Figure 1. Global Agriculture Digital Twin Market Share by Type: 2020 VS 2027 Figure 2. Based on Images and Video Features Figure 3. Based on 3D Scanning Features Figure 4. Others Features Figure 5. Global Agriculture Digital Twin Market Share by Application: 2020 VS 2027 Figure 6. Animal Physiology Case Studies Figure 7. Environmental Condition Case Studies Figure 8. Agriculture Digital Twin Report Years Considered Figure 9. Global Agriculture Digital Twin Market Size (US$ Million), Year-over-Year: 2016-2027 Figure 10. Global Agriculture Digital Twin Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 11. Global Agriculture Digital Twin Market Share by Regions: 2020 VS 2027 Figure 12. Global Agriculture Digital Twin Market Share by Regions (2022-2027) Figure 13. Global Agriculture Digital Twin Market Share by Players in 2020 Figure 14. Global Top Agriculture Digital Twin Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Agriculture Digital Twin as of 2020 Figure 15. The Top 10 and 5 Players Market Share by Agriculture Digital Twin Revenue in 2020 Figure 16. Global Agriculture Digital Twin Revenue Market Share by Type (2016-2021) Figure 17. Global Agriculture Digital Twin Revenue Market Share by Type (2022-2027) Figure 18. North America Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 19. North America Agriculture Digital Twin Market Share by Type (2016-2027) Figure 20. North America Agriculture Digital Twin Market Share by Application (2016-2027) Figure 21. North America Agriculture Digital Twin Market Share by Country (2016-2027) Figure 22. United States Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 23. Canada Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 24. Europe Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 25. Europe Agriculture Digital Twin Market Share by Type (2016-2027) Figure 26. Europe Agriculture Digital Twin Market Share by Application (2016-2027) Figure 27. Europe Agriculture Digital Twin Market Share by Country (2016-2027) Figure 28. Germany Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 29. France Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 30. U.K. Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 31. Italy Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 32. Russia Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. Nordic Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 34. Asia-Pacific Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 35. Asia-Pacific Agriculture Digital Twin Market Share by Type (2016-2027) Figure 36. Asia-Pacific Agriculture Digital Twin Market Share by Application (2016-2027) Figure 37. Asia-Pacific Agriculture Digital Twin Market Share by Region (2016-2027) Figure 38. China Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 39. Japan Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 40. South Korea Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 41. Southeast Asia Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 42. India Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. Australia Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 44. Latin America Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 45. Latin America Agriculture Digital Twin Market Share by Type (2016-2027) Figure 46. Latin America Agriculture Digital Twin Market Share by Application (2016-2027) Figure 47. Latin America Agriculture Digital Twin Market Share by Country (2016-2027) Figure 48. Mexico Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 49. Brazil Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 50. Middle East & Africa Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 51. Middle East & Africa Agriculture Digital Twin Market Share by Type (2016-2027) Figure 52. Middle East & Africa Agriculture Digital Twin Market Share by Application (2016-2027) Figure 53. Middle East & Africa Agriculture Digital Twin Market Share by Country (2016-2027) Figure 54. Turkey Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 55. Saudi Arabia Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 56. UAE Agriculture Digital Twin Market Size YoY Growth (2016-2027) & (US$ Million) Figure 57. IBM Revenue Growth Rate in Agriculture Digital Twin Business (2016-2021) Figure 58. Agrimetrics Revenue Growth Rate in Agriculture Digital Twin Business (2016-2021) Figure 59. CropX Revenue Growth Rate in Agriculture Digital Twin Business (2016-2021) Figure 60. Cainthus Revenue Growth Rate in Agriculture Digital Twin Business (2016-2021) Figure 61. Rex Revenue Growth Rate in Agriculture Digital Twin Business (2016-2021) Figure 62. Connecterra Revenue Growth Rate in Agriculture Digital Twin Business (2016-2021) Figure 63. VANTIQ Revenue Growth Rate in Agriculture Digital Twin Business (2016-2021) Figure 64. Altair Revenue Growth Rate in Agriculture Digital Twin Business (2016-2021) Figure 65. Microsoft Azure Revenue Growth Rate in Agriculture Digital Twin Business (2016-2021) Figure 66. Bottom-up and Top-down Approaches for This Report Figure 67. Data Triangulation Figure 68. Key Executives Interviewed