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Agriculture Drones and Robots Market Report

High growth in the global agriculture drones and robots market is expected to be driven by the need to apply site-specific farming, variable rate application of raw materials and resources as per requirements, and declining agricultural labor across the world.

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Agriculture Drones and Robots Market Report

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  1. Global Agriculture Drones and Robots Market Focus on Drones, Robot Type (Milking Robot, Harvesting & Picking Robot, Autonomous Robot Tractor), Farm Produce, Farming Environment, Business Model, Regulations, and Patents – Analysis & Forecast, 2018-2028 Key Questions Answered in the Report ƒ What is the expected global agriculture drones and robots market size in terms of value during the period 2017-2028? What is the expected future scenario and revenue generated by the different types of agriculture robots such as milking robots, weeding robots, harvesting and picking robots, autonomous robot tractors, and other robots? What is the expected future scenario and revenue generated by the agriculture robots operating in different farming environment including indoor farming and outdoor farming? What is the expected future scenario and revenue generated by the agriculture robots operating for different farm produce including livestock produce, fruits and vegetables, field crops, and other produce types? What is the expected future scenario and revenue generated by agriculture robots when they are offered as per different business models including Agriculture Robot-as-a-Product (ARaaP) and Agriculture Robot-as-a-Service (ARaaS)? Which geographical region is the largest market for global agriculture robots’ market? What is the expected future scenario and the revenue generated by different geographical regions and countries in the agriculture robots market such as North America, Europe, Asia-Pacific, and Rest-of- the-World? What is the expected future scenario and revenue generated by different types of agriculture robots such as milking robots, weeding robots, harvesting and picking robots, autonomous robot tractors, and other robots in different regions such as North America, Europe, Asia-Pacific, and Rest-of-the-World? What is the competitive strength of the key players in the agriculture drones and robots market on the basis of the analysis of their recent developments, product offerings, and regional presence? What are the different regulations present in different countries regarding the usage of agriculture drones? What are the relevant patents in this market and their classifications based on inventor type, robot type, agriculture application, and filed status? What are the promising trends in global agriculture drones and robots market based on patent analysis? How is the adoption scenario, related opportunities and challenges associated with agriculture drones and robots? When are the autonomous robot tractors expected to be commercialized and what is expected to be related trends in the consecutive years? Which are the different consortiums and associations present in the agriculture drones and robots market, and what is their role in this market? What is the market share of leading players in the global milking robots market? What are the market dynamics of the global agriculture drones and robots market including market drivers, restraints, and opportunities? What has been the investment and funding landscape in the global agriculture drones and robots market? What will the major market driving trends for agriculture robots in terms business model, market consolidation, new product offerings, regulations? What is the SWOT Analysis for leading companies in agriculture drones and robots market? ƒ ƒ ƒ MORE THAN 100 COMPANIES RESEARCHED ƒ ACROSS THE VALUE ƒ ƒ CHAIN ƒ METICULOUS COMPILATION OF MORE THAN 700 RESEARCH HOURS ƒ ƒ ƒ EXCLUSIVE INSIGHTS ƒ FROM IN-DEPTH ƒ EXPERT INTERVIEWS ƒ ƒ CONTAINS 64 MARKET DATA TABLES AND 166 FIGURES SPREAD ACROSS 334 PAGES ƒ ƒ ƒ ƒ ƒ sales@bisresearch.com | www.bisresearch.com

  2. Table of Contents MARKET DYNAMICS COMPANY PROFILES ƒ Agriculture UAV/Drone Companies ƒ Drivers ƒ Restraints ƒ Opportunities ‚ 3D Robotics Inc. ‚ AeroVironment Inc. COMPETITIVE LANDSCAPE ‚ Parrot SA ‚ PrecisionHawk Inc. ƒ Key Market Developments & Strategies ‚ Product Launches and Developments ‚ Partnerships, Collaborations, and Joint Ventures ‚ Business Expansions and Contracts ‚ Mergers and Acquisitions ‚ Other Key Developments and Strategies ƒ Market Share Analysis ‚ SZ DJI Technology Co. Ltd. ‚ Trimble Inc. ‚ Yamaha Motor Co. Ltd ƒ Milking Robot Companies ‚ Boumatic Robotics ‚ Dairymaster INDUSTRY ANALYSIS ‚ DeLaval ‚ Fullwood Ltd. ƒ Key Consortiums & Associations ƒ Investment & Funding Landscape ƒ Regulatory Landscape ƒ Patent Analysis ‚ GEA Group ‚ Lely S.a.r.l. ƒ Autonomous Tractor Companies GLOBAL AGRICULTURE DRONES MARKET ‚ Autonomous Tractor Corporation ƒ Market Overview, $Million ƒ Global Agriculture Drones Market (by Type) ‚ Fixed Wing Drone ‚ Single Rotor Drone ‚ Multi Rotor Drone ‚ Hybrid VTOL Drone ƒ Global Agriculture Drones Market (by Application) ‚ Soil and Field Mapping and Analysis ‚ Field Supervision ‚ Crop Health Assessment ‚ Crop Spraying ƒ Global Agriculture Drones Market (by Region) ‚ North America ‚ Europe ‚ Asia-Pacific ‚ Rest-of-the-World ‚ CLAAS Group ‚ CNH Industrial ‚ Deere & Company ‚ Kubota Corporation ‚ SmartAG ‚ Yanmar Co. Ltd. ƒ Other Agriculture Robot Companies ‚ Abundant Robotics Inc. ‚ AGCO Corporation ‚ Clearpath Robotics ‚ Deepfield Robotics ‚ ecoRobotix Ltd. ‚ Harvest Automation Inc. GLOBAL AGRICULTURE ROBOTS MARKET (BY TYPE), $MILLION ‚ Harvest Croo Robotics ƒ Milking Robots ƒ Harvesting and Picking Robots ƒ Weeding Robots ƒ Autonomous Robot Tractors ƒ Others ‚ Iron Ox ‚ Naio Technologies ‚ Robotics Plus sales@bisresearch.com | www.bisresearch.com

  3. GLOBAL AGRICULTURE ROBOTS MARKET (BY FARM PRODUCE), $MILLION RESEARCH SCOPE AND METHODOLOGY ƒ Livestock Produce ƒ Fruits and Vegetables ƒ Field Crops ƒ Others ƒ Scope of the Report ƒ Global Agriculture Drones and Robots Market Segmentation GLOBAL AGRICULTURE ROBOTS MARKET (BY BUSINESS MODEL), $MILLION ƒ Global Agriculture Drones and Robots Market Research Methodology ƒ Agriculture Robot-as-a-Product (ARaaP) ƒ Agriculture Robot-as-a-Service (ARaaS) ƒ Assumptions ƒ Limitations GLOBAL AGRICULTURE ROBOTS MARKET (BY FARMING ENVIRONMENT), $MILLION ƒ Primary Data Sources ƒ Secondary Data Sources ƒ Indoor Farming ƒ Outdoor Farming ƒ Data Triangulation ƒ Market Estimation and Forecast GLOBAL AGRICULTURE ROBOTS MARKET (BY REGION), $MILLION ƒ North America ‚ North America Agriculture Robots Market (by Type) ‚ North America Agriculture Robots Market (by Country) ƒ Europe ‚ Europe Agriculture Robots Market (by Type) ‚ Europe Agriculture Robots Market (by Country) ƒ Asia-Pacific ‚ Asia-Pacific Agriculture Robots Market (by Type) ‚ Asia-Pacific Agriculture Robots Market (by Country) ƒ Rest-of-the-World ‚ Rest-of-the-World Agriculture Robots Market (by Type) ‚ Rest-of-the-World Agriculture Robots Market (by Country) VIEW COMPLETE TABLE OF CONTENT sales@bisresearch.com | www.bisresearch.com

  4. List of Tables 1. Impact Analysis of Market Drivers 2. Impact Analysis of Market Restraints 3. Key Consortiums and Associations in Global Agricultural Drones and Robots Market 4. Key Drone Regulations in the Americas 5. Key Drone Regulations in the Europe 6. Key Drone Regulations in the Asia-Pacific 7. Key Drone Regulations in Rest-of-the-World 8. Global Agriculture Drones Market, $Million, 2017- 2028 9. Classification of Drones 10. Global Agriculture Robots Market (by Type), $Million, 2017-2028 11. Milking Robots by Key Companies in Global Agriculture Robots Market 12. Harvesting and Picking Robots by Key Companies in Global Agriculture Robots Market 13. Global Agriculture Robots Market (by Farm Produce), $Million, 2017-2028 14. Key Players with Agriculture Robots for Livestock Produce 15. Key Players with Agriculture Robots for Fruits and Vegetables 16. Key Players with Agriculture Robots for Field Crops 17. Global Agriculture Robots Market (by Business Model), $Million, 2017-2028 18. Key Players with ARaaP Business Model and their Products 19. Key Players with ARaaS Business Model and their Products 20. Global Agriculture Robots Market (by Farming Environment), $Million, 2017-2028 21. Key Players with Agriculture Robots for Indoor Farming 22. List of Agriculture Robots for Different Agricultural Applications 23. Global Agriculture Robots Market (By Region), $Million, 2017-2028 24. Global Agriculture Robots Market (by Type), $Million, 2017-2028 25. North America Agriculture Robots Market (by Country), $Million, 2017-2028 26. Projects Funded by AAFC for Technological Innovation in Horticulture Sector of Canada 27. Europe Agriculture Robots Market (by Type), $Million, 2017-2028 28. Europe Agriculture Robots Market (by Country), $Million, 2017-2028 29. Agriculture Robot Projects/Products in France 30. Asia-Pacific Agriculture Robots Market (by Type), $Million, 2017-2028 31. Asia-Pacific Agriculture Robots Market (by Country), $Million, 2017-2028 32. Agriculture Robot Projects/Products by Australian Centre for Field Robotics 33. RoW Agriculture Robots Market (by Type), $Million, 2017-2028 34. RoW Agriculture Robots Market (by Country), $Million, 2017-2028 35. 3D Robotics: Product Portfolio 36. AeroVironment, Inc.: Product Portfolio 37. Parrot SA: Product Portfolio 38. PrecisionHawk Inc.: Product Portfolio 39. SZ DJI Technology Co. Ltd.: Product Portfolio 40. Trimble Inc.: Product Portfolio 41. Yamaha Motor Co. Ltd.: Product Portfolio 42. Boumatic Robotics: Product Portfolio 43. Dairymaster: Product Portfolio 44. DeLaval: Product Portfolio 45. Fullwood Ltd.: Product Portfolio 46. GEA Group: Product Portfolio 47. Lely S.a.r.l.: Product Portfolio 48. Autonomous Tractor Corporation: Product Portfolio 49. CLAAS Group: Product Portfolio 50. CNH Industrial: Product Portfolio 51. Deere and Company: Product Portfolio 52. Kubota Corporation: Product Portfolio 53. Smart Ag: Product Portfolio 54. Yanmar Co. Ltd.: Product Portfolio 55. Abundant Robotics Inc.: Product Portfolio 56. AGCO Corporation: Product Portfolio 57. Clearpath Robotics: Product Portfolio 58. Deepfield Robotics: Product Portfolio 59. Ecorobotix: Product Portfolio 60. Harvest Automation Inc.: Product Portfolio 61. Harvest Croo Robotics: Product Portfolio 62. Iron Ox: Product Portfolio 63. Naio Technologies: Product Portfolio 64. Robotics Plus: Product Portfolio sales@bisresearch.com | www.bisresearch.com

  5. List of Figures 1. Macroeconomic Trends Impacting the Farming Industry Growth Future Agriculture Field Scenario with Smart Farm Technologies Drivers and Restraints: Global Agriculture Drones and Robots Market Global Agriculture Drones and Robots Market Snapshot Global Agriculture Drones Market Snapshot Global Agriculture Robots Market (by Type), $Million 2017-2028 Business Models in Global Agriculture Robots Market Snapshot: Global Agriculture Robots Market (By Farm Produce) Regional Agriculture Robots Market, $Million, 2018- 2028 Market Dynamics and Impact Analysis The Global Agricultural Productivity Index, 2004- 2050 The U.S. Farm Expenditure Vs Income Statistics, 2011-2017 Employment in Agriculture (by Region), 1991 and 2018 Landscape of Artificial Intelligence and Machine Learning in Agriculture Strategies Adopted by the Key Players (2016-2018) Share of Key Market Strategies and Developments (2016-2018) Product Launches and Development Share (by Companies) Partnerships, Collaborations and Joint Ventures Share (by Companies) Business Expansion and Contract Share (by Companies) Mergers and Acquisitions Share (by Companies) Market Share Analysis of Leading Companies in Global Milking Robots Market, 2017 (%) Global Agricultural Drones and Robots Market Investment and Funding, 2016-2018 Investment and Funding Landscape Share (by Company Type) Patent Analysis (by Status), 2018 Patent Analysis (by Robot Type), 2018 Patent Analysis (by Application), 2018 Patent Analysis (by Applicant Profile and Portfolio), 2018 28. 29. Mega Trends to Impact Drone Industry in 2019 Global Agriculture Drones Market, $Million, 2017- 2028 Key Types of Drones Market Landscape: Fixed Wing Drone Market Landscape: Single Rotor Drone Market Landscape: Multi Rotor Drone Market Landscape: Hybrid VTOL Drone Major Applications of Drones in Agriculture Regional Ranking in Global Agriculture Drones Market (By Market Share), 2018 Drone Ecosystem in North America Scenarios for Government and Commercial Demand in Europe Adoption Landscape: Agricultural Drones in Asia- Pacific Types of Agricultural Robots Benefits of Milking Robots Milking Robots in Global Agriculture Robots Market (by Type), $Million, 2017-2028 Harvesting and Picking Robots in Global Agriculture Robots Market (by Type), $Million, 2017-2028 Micro Case Study, Weeding Robots 1 Micro Case Study, Weeding Robots 2 Weeding Robots in Global Agriculture Robots Market (by Type), $Million, 2017-2028 Micro Case Study, Weeding Robots 3 Advantages of Autonomous Tractors in Farming Levels of Autonomy in Autonomous Tractors Autonomous Robot Tractors in Global Agriculture Robots Market (by Type), $Million, 2017-2028 Other Robots in Global Agriculture Robots Market (by Type), $Million, 2017-2028 Farm Produce in Global Agricultural Robots Market Livestock Produce in Global Agriculture Robots Market (by Farm Produce), $Million, 2017-2028 Fruits and Vegetables in Global Agriculture Robots Market (by Farm Produce), $Million, 2017-2028 Field Crops in Global Agriculture Robots Market (by Farm Produce), $Million, 2017-2028 Other Farm Produce in Global Agriculture Robots Market (by Farm Produce), $Million, 2017-2028 Business Models in Global Agriculture Robots Market Capex in ARaaP vs Opex in ARaaS 2. 30. 31. 32. 33. 34. 35. 36. 3. 4. 5. 6. 7. 37. 38. 8. 39. 9. 40. 41. 42. 10. 11. 12. 43. 13. 44. 45. 46. 14. 15. 16. 47. 48. 49. 50. 17. 18. 51. 19. 52. 53. 20. 21. 54. 22. 55. 23. 56. 24. 25. 26. 27. 57. 58. sales@bisresearch.com | www.bisresearch.com

  6. List of Figures 59. ARaaP Business Model in Global Agriculture Robots Market (by Business Model), $Million, 2017- 2028 ARaaS Business Model in Global Agriculture Robots Market (by Business Model), $Million, 2017- 2028 Farming Environment in Global Agriculture Robots Market Indoor Farming in Global Agriculture Robots Market (by Farming Environment), $Million, 2017-2028 Outdoor Farming in Global Agriculture Robots Market (by Farming Environment), $Million, 2017- 2028 Global Agriculture Robots Market, Market Share and CAGR (By Region) North America Agriculture Robots Market, $Million, 2017-2028 North America Agriculture Robots Market (By Country), $Million, 2017-2028 The U.S. Agriculture Robots Market, $Million, 2017- 2028 Canada Agriculture Robots Market, $Million, 2017- 2028 Rest-of-North America Agriculture Robots Market, $Million, 2017-2028 Europe Agriculture Robots Market, $Million, 2017- 2028 Myths Associated With Milking Robots Europe Agriculture Robots Market (By Country), $Million, 2017-2028 Germany Agriculture Robots Market, $Million, 2017- 2028 U.K Technology Adoption Curve for Agriculture The U.K. Agriculture Robots Market, $Million, 2017- 2028 France Agriculture Robots Market, $Million, 2017- 2028 Italy Agriculture Robots Market, $Million, 2017-2028 Netherlands Agriculture Robots Market, $Million, 2017-2028 Micro Case Study: Agriculture Robot Research Project by Wageningen University Spain Agriculture Robots Market, $Million, 2017- 2028 Rest-of-Europe Agriculture Robots Market, $Million, 2017-2028 Asia-Pacific Agriculture Robots Market, $Million, 2017-2028 Drivers for Robotic Revolution in Asia-Pacific Livestock Sector Asia-Pacific Agriculture Robots Market (By Country), $Million, 2017-2028 Australia and New Zealand Agriculture Robots Market, $Million, 2017-2028 Employment in Agriculture (% of total employment) in China, 1991 and 2017 China Agriculture Robots Market, $Million, 2017- 2028 Japan Agriculture Robots Market, $Million, 2017- 2028 South Korea Agriculture Robots Market, $Million, 2017-2028 Emerging Agriculture Technologies Adoption in India (by Target Sectors) India Agriculture Robots Market, $Million, 2017- 2028 Rest-of-Asia-Pacific Agriculture Robots Market, $Million, 2017-2028 Rest-of-the-World Agriculture Robots Market, $Million, 2017-2028 Brazil Agriculture Robots Market, $Million, 2017- 2028 Argentina Agriculture Robots Market, $Million, 2017-2028 Israel Agriculture Robots Market, $Million, 2017- 2028 South Africa Agriculture Robots Market, $Million, 2017-2028 Rest-of-RoW Agriculture Robots Market, $Million, 2017-2028 Share of Key Companies 100. 3D Robotics: SWOT Analysis 101. AeroVironment, Inc. : Overall Financials, 2016-2018 102. AeroVironment - Net Revenue (by Business Segment), 2016-2017 103. AeroVironment, Inc.: Net Revenue (by Region), 2016-2018 104. Aerovironment, Inc.: SWOT Analysis 105. Parrot SA - Overall Financials, 2015-2017 106. Parrot SA - Net Revenue (by Business Segment), 2015 107. Parrot SA - Net Revenue (by Business Segment), 2016-2017 108. Parrot SA - Net Revenue (by Region), 2015-2017 109. Parrot SA: SWOT Analysis 110. PrecisionHawk Inc. : SWOT Analysis 111. DJI Technology Co. Ltd.: SWOT Analysis 112. Trimble Inc. - Overall Financials, 2016-2018 84. 85. 60. 86. 61. 87. 62. 88. 63. 89. 90. 64. 91. 65. 92. 66. 93. 67. 94. 68. 95. 69. 96. 70. 97. 71. 72. 98. 73. 99. 74. 75. 76. 77. 78. 79. 80. 81. 82. 83. sales@bisresearch.com | www.bisresearch.com

  7. List of Figures 113. Trimble Inc. - Net Revenue (by Business Segment), 2016-2018 Trimble Inc. - Net Revenue (by Region), 2016-2018 Trimble Inc.: SWOT Analysis Yamaha Motor Co. Ltd.: Overall Financials, 2016- 2018 Yamaha Motor Co. Ltd.: Net Revenue by Business Segment, 2016-2018 Yamaha Motor Co. Ltd.: Net Revenue by Region, 2016-2017 Yamaha MotorCo. Ltd.: SWOT Analysis 120. Boumatic Robotics: SWOT Analysis 121. Dairymaster: SWOT Analysis 122. DeLaval: SWOT Analysis 123. Fullwood Ltd.: SWOT Analysis 124. GEA Group - Overall Financials, 2016-2018 125. GEA Group - Net Revenue (by Business Segment), 2016-2018 126. GEA Group - Net Revenue (by Business Region), 2016-2018 127. GEA Group: SWOT Analysis 128. Lely S.a.r.l.: SWOT Analysis 129. Autonomous Tractor Corporation: SWOT Analysis 130. CLAAS Group: Overall Financials, 2016-2018 131. CLAAS Group: Net Revenue (by Region), 2016- 2018 132. CLAAS Group: SWOT Analysis 133. CNH Industrial: Overall Financials, 2016-2017 134. CNH Industrial: Overall Financials, 2016-2018 135. CNH Industrial: Net Revenue (by Region), 2016- 2018 136. CNH Industrial: Net Revenue by Business Segment, 2016-2018 137. CNH Industrial: SWOT Analysis 138. Deere and Company: Overall Financials, 2016- 2018 139. Deere and Company: Net Revenue (by Region), 2016-2018 140. Deere and Company: Net Revenue by Business Segment, 2016-2018 141. Deere and Company: SWOT Analysis 142. Kubota Corporation: Overall Financials, 2015-2017 143. Kubota Corporation: Net Revenue (by Region), 2015-2017 144. Kubota Corporation: Net Revenue (by Business Segment), 2015-2017 145. Kubota Corporation: SWOT Analysis 146. Smart Ag: SWOT Analysis 147. Yanmar Co. Ltd: Overall Financials, 2016-2018 148. Yanmar Co. Ltd: SWOT Analysis 149. Abundant Robotics Inc.: SWOT Analysis 150. AGCO Corporation: Net Revenue, 2015-2017 151. AGCO Corporation: Net Revenue (by Region), 2015-2017 152. AGCO Corporation: SWOT Analysis 153. Clearpath Robotics: SWOT Analysis 154. Deepfield Robotics: SWOT Analysis 155. ecoRobotix Ltd.: SWOT Analysis 156. Harvest Automation Inc.: SWOT Analysis 157. Harvest Croo Robotics: SWOT Analysis 158. Iron Ox: SWOT Analysis 159. Naio Technologies: SWOT Analysis 160. Robotics Plus: SWOT Analysis 161. Agriculture Drones and Robots Market Scope 162. Global Agriculture Drones and Robots Market Segmentation 163. Report Methodology 164. Primary Interviews Breakdown, by Player, Designation, and Region 165. Sources of Secondary Research 166. Data Triangulation 114. 115. 116. 117. 118. 119. sales@bisresearch.com | www.bisresearch.com

  8. Research Scope & BIS Methodology 1. Scope of the Report The report is a thorough study of the global agriculture drones and robots market share and market size including the analysis by different applications. The agriculture drones and robots market has also been extensively analyzed in this report including the market trends across the geographical regions across the world. Further, the market estimated in different sections of the report considered “2018-2028” as the forecast period. 2. Global Agriculture Drones and Robots Market Research Methodology The research methodology design adopted for this specific study includes a mix of data collected from primary and secondary sources. The research exhaustively use both primary sources (in-house experts, industry leaders and market players) and secondary sources (a host of paid and unpaid databases) along with analytical tools to build forecast and predictive models. Primary Data Sources The primary sources involve the industry experts from the robotics, drone, and agriculture industries. In the extensive primary research process undertaken for this study, the primary sources further include industry experts and key executives from prominent companies, research organizations and agricultural research associations. All such resources have been interviewed to obtain and verify both the qualitative and the quantitative aspects of this research study. The Key Data Points Taken From Primary Sources Include: ƒ Validation and triangulation of all the numbers and graphs ƒ Validation of report’s segmentation and key qualitative findings ƒ Understanding the competitive landscape ƒ Validation of the numbers of the various market segments for powered agriculture equipment ƒ Percentage split for regional analysis The research includes interviews with participants throughout the value chain. An extensive questionnaire was shared to get insights from the experts who didn’t participate in discussions. In some cases where information was not available, Delphi method was used to arrive at mutual consent with BIS consultants. sales@bisresearch.com | www.bisresearch.com

  9. Research Scope & BIS Methodology Figure 1: Research Methodology Scope Definition Research Design Market Study Qualitative Quantitative Primary Interviews/ Secondary Research Top Down and Bottom Up Primary & Secondary Data Report Writing Data Validation Data Analysis Data Collection Secondary Data Sources The research study involves the usage of extensive secondary sources, directories, company websites, annual reports and investor presentations. It also makes use of databases, such as Hoovers, Bloomberg, Business-week, and Factiva to collect useful and effective information for an extensive, market-oriented, and commercial study of the global market. Secondary research was done to obtain crucial information about the industry’s value chain, market’s monetary chain, total pool of key players, and the prevalent solutions and applications. MARKET SIZE (Value and Volume) REVENUE OF COMPANIES QUALITATIVE INFORMATION (Market Dynamics and Market Trends) ƒ ƒ ƒ ƒ ƒ Sources: Annual Reports Company Websites Public Databases BIS Data Repository ƒ ƒ ƒ ƒ ƒ ƒ ƒ Sources: Company Financials Magazines Journals Press Releases Paid Databases BIS Data Repository ƒ ƒ ƒ ƒ ƒ Sources: Company Websites Annual Reports Press Releases BIS Data Repository sales@bisresearch.com | www.bisresearch.com

  10. Research Scope & BIS Methodology Figure 2: Data Triangulation The process of market engineering involves calculation of the market statistics, market size estimation, market forecast, market crackdown, and data triangulation (the methodology for these quantitative data processes is explained in the further sections). An extensive primary research study was undertaken to gather information, and authenticate the critical numbers arrived through segmentation types, industry trends, and key players of each type of products in the market. BIS Research Internal Repository ƒ ƒ ƒ ƒ ƒ ƒ ƒ Key Players Competitive Landscape Opportunities/Challenges Market Size and Market Share (2017-2028) Macro-economic Factors Market Estimates Regional Analysis Bis Research Internal Repository DATA TRIANGULATION Primary Sources Secondary Sources Primary Sources Secondary Sources Demand Side Interview With: ƒ Stockmen ƒ Agronomists ƒ OEMs ƒ System Integrators ƒ Agriculture Consultants ƒ Annual reports of key industrial players ƒ SEC Filings ƒ 10K reports ƒ Investor Presentations ƒ Journals ƒ Press Releases Supply Side Interview With: ƒ Paid & Unpaid Databases ƒ ƒ ƒ Service Providers Component Manufacturers Distributors ƒ Food & Agriculture Organization Reports ƒ USDA Foreign Agricultural Service Reports REQUEST FOR SAMPLE sales@bisresearch.com | www.bisresearch.com

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