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Variable Rate Technology Market 2027 by Key Manufacturers

Variable Rate Technology Market was valued at $2.02 billion in 2021, and it is expected to grow with a CAGR of 20.28% during the forecast period 2022-2027 to reach $6.09 billion by 2027.<br>View: https://bisresearch.com/industry-report/variable-rate-technology-market.html

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Variable Rate Technology Market 2027 by Key Manufacturers

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  1. res Variable Rate Technology Market - A Global and Regional Analysis Table of Content VARIABLE RATE TECHNOLOGY MARKET Focus on, Application, Technology, Solution, and Region Analysis and Forecast: 2022-2027 July 2022 1 All rights reserved at BIS Research Inc.

  2. BIS Research is a leading market intelligence and technology research company. BIS Research publishes in- depth market intelligence reports focusing on market estimations, technology analysis, emerging high-growth applications, deeply segmented granular country-level market data and other important market parameters useful in the strategic decision making for senior management. BIS Research provides multi-client reports, company profiles, databases, and custom research services. VARIABLE RATE TECHNOLOGY MARKET Copyright © 2022 BIS Research Inc. All Rights Reserved. This document contains highly confidential information and is the sole property of BIS Research. Disclosing, copying, circulating, quoting, or otherwise reproducing any or all contents of this document is strictly prohibited. Access to this information is provided exclusively for the benefit of the people or organization concerned. It may not be accessed by or offered whether for sale or otherwise to any third party. 2 All rights reserved at BIS Research Inc.

  3. Table of Contents Executive Summary .......................................................................... 30 Scope of the Study ........................................................................... 37 1. Market ....................................................................................... 39 1.1 Industry Outlook .............................................................................................. 40 1.1.1Market Definition ......................................................................................... 40 1.1.2Value Chain Analysis .................................................................................. 42 1.1.3Ongoing Programs ...................................................................................... 44 1.1.3.1 Government Initiatives ....................................................................................... 44 1.1.3.2 Key Consortiums and Associations ................................................................... 45 1.1.4Gap Analysis ................................................................................................ 47 1.1.4.1 Financial Barriers ............................................................................................... 47 1.1.4.2 Technological Barriers ....................................................................................... 47 1.1.4.3 Environmental Barriers ...................................................................................... 47 1.1.4.4 Gap Impact Analysis .......................................................................................... 48 1.1.5Roadmap for Future Market ........................................................................ 49 1.1.5.1 Expected Farm Consolidation ............................................................................ 49 1.1.5.2 Government Support in Variable Rate Technology Adoption ............................ 49 1.1.5.3 Expected Demand for VRT Contract Services among Small Farms ................. 50 1.1.5.4 Growing Millennial Population in Agriculture ..................................................... 50 1.2 Business Dynamics ......................................................................................... 51 1.2.1Business Drivers ......................................................................................... 51 VARIABLE RATE TECHNOLOGY MARKET 1.2.1.1 Rapid Adoption of Precision Agricultural Technologies ..................................... 51 1.2.1.2 Need for Automation of Work Force in Agriculture ............................................ 52 1.2.1.3 Need for Input Optimization in Agriculture ......................................................... 53 1.2.2Business Challenges .................................................................................. 53 1.2.2.1 Lack of Standardization Hampering VRT Performance ..................................... 53 1.2.2.2 High Cost of Investment .................................................................................... 54 1.2.2.3 Lagging VRT Adoption among Smallholder Farmers ........................................ 54 3 All rights reserved at BIS Research Inc.

  4. 1.2.3Market Strategies and Developments ........................................................ 55 1.2.3.1 Business Strategies ........................................................................................... 56 1.2.3.1.1Product Developments and Innovations .................................................................. 56 1.2.3.1.2Market Developments .............................................................................................. 57 1.2.3.2 Corporate Strategies .......................................................................................... 58 1.2.3.2.1Mergers and Acquisitions ......................................................................................... 58 1.2.3.2.2Partnerships, Collaborations, and Joint Ventures .................................................... 59 1.2.4Business Opportunities .............................................................................. 60 1.2.4.1 Tapping Smallholder Farmer Segment with Affordable VRT Solutions ............. 60 1.2.4.2 Growing Emphasis on Sustainable Agricultural Production ............................... 61 1.3 Start-Up Landscape ......................................................................................... 62 1.3.1Key Start-Ups in the Ecosystem ................................................................ 62 1.3.2Funding Analysis ......................................................................................... 65 1.3.2.1 Investment and Funding Analysis ...................................................................... 65 1.3.2.2 Top Investors ..................................................................................................... 66 Impact of COVID-19 on the Global Variable Rate Technology Market ........ 67 2.Application ................................................................................ 68 1.4 2.1 Global Variable Rate Technology Market (by Application) .......................... 69 2.1.1Variable Rate Fertilization (VRF) ................................................................ 70 2.1.1.1 Barriers to VRF Adoption ................................................................................... 70 2.1.1.2 Drivers in VRF Adoption .................................................................................... 70 2.1.1.3 Cost-Benefit Analysis ......................................................................................... 71 VARIABLE RATE TECHNOLOGY MARKET 2.1.2Variable Rate Seeding (VRS) ...................................................................... 71 2.1.2.1 Barriers to VRS Adoption ................................................................................... 72 2.1.2.2 Drivers in VRS Adoption .................................................................................... 72 2.1.2.3 Cost-Benefit Analysis ......................................................................................... 72 2.1.3Variable Rate Irrigation (VRI) ...................................................................... 73 2.1.3.1 Barriers to VRI Adoption .................................................................................... 74 2.1.3.2 Drivers in VRI Adoption ..................................................................................... 74 2.1.3.3 Cost-Benefit Analysis ......................................................................................... 74 4 All rights reserved at BIS Research Inc.

  5. 2.1.4Variable Rate Crop Protection Chemical (VRC) ........................................ 75 2.1.4.1 Barriers to VRC Adoption .................................................................................. 75 2.1.4.2 Drivers in VRC Adoption .................................................................................... 75 2.1.4.3 Cost-Benefit Analysis ......................................................................................... 75 2.1.5Others ........................................................................................................... 76 2.2 Demand Analysis of Global Variable Rate Technology Market (by Application) ...................................................................................................... 77 3.Products .................................................................................... 79 3.1 Global Variable Rate Technology Market (by Technology) .......................... 80 3.1.1Map-Based Technology .............................................................................. 81 3.1.2Sensor-Based Technology ......................................................................... 82 3.2 Demand Analysis of Global Variable Rate Technology Market (by Technology) ..................................................................................................... 84 3.3 Innovations in Map-Based and Sensor-Based VRT ...................................... 85 3.4 Cost-Benefit Analysis ...................................................................................... 85 3.5 Global Variable Rate Technology Market (by Solution) ............................... 87 3.5.1Hardware ...................................................................................................... 88 3.5.2Software ....................................................................................................... 89 3.5.3Service .......................................................................................................... 90 3.6 Demand Analysis of Global Variable Rate Technology Market (by Solution) ........................................................................................................... 91 3.7 Patent Analysis ................................................................................................ 91 3.7.1Patent Analysis (by Patent Objective) ....................................................... 93 VARIABLE RATE TECHNOLOGY MARKET 3.7.2Patent Analysis (by Patent Office) ............................................................. 93 4.Regions ..................................................................................... 95 4.1 North America .................................................................................................. 98 4.1.1Market ........................................................................................................... 98 4.1.1.1 Buyer Attributes ................................................................................................. 98 4.1.1.2 Key Providers in North America ......................................................................... 99 4.1.1.3 Business Challenges ......................................................................................... 99 5 All rights reserved at BIS Research Inc.

  6. 4.1.1.4 Business Drivers ................................................................................................ 99 4.1.2Application ................................................................................................. 100 4.1.2.1 North America Variable Rate Technology Market (by Application) .................. 100 4.1.3Technology ................................................................................................ 100 4.1.3.1 North America Variable Rate Technology Market (by Technology) ................. 100 4.1.4Solution ...................................................................................................... 101 4.1.4.1 North America Variable Rate Technology Market (by Solution) ...................... 101 4.1.5North America (by Country) ..................................................................... 101 4.1.5.1 U.S. .................................................................................................................. 101 4.1.5.1.1Market .................................................................................................................... 102 4.1.5.1.1.1Buyer Attributes .............................................................................................. 102 4.1.5.1.1.2Business Challenges ...................................................................................... 102 4.1.5.1.1.3Business Drivers ............................................................................................. 102 4.1.5.1.2Application .............................................................................................................. 103 4.1.5.1.2.1U.S. Variable Rate Technology Market (by Application) ................................ 103 4.1.5.2 Canada ............................................................................................................ 103 4.1.5.2.1Market .................................................................................................................... 103 4.1.5.2.1.1Buyer Attributes .............................................................................................. 103 4.1.5.2.1.2Business Challenges ...................................................................................... 104 4.1.5.2.1.3Business Drivers ............................................................................................. 104 4.1.5.2.2Application .............................................................................................................. 104 4.1.5.2.2.1Canada Variable Rate Technology Market (by Application) ........................... 104 VARIABLE RATE TECHNOLOGY MARKET 4.1.5.3 Mexico ............................................................................................................. 105 4.1.5.3.1Market .................................................................................................................... 105 4.1.5.3.1.1Buyer Attributes .............................................................................................. 105 4.1.5.3.1.2Business Challenges ...................................................................................... 105 4.1.5.3.1.3Business Drivers ............................................................................................. 105 4.1.5.3.2Application .............................................................................................................. 106 4.1.5.3.2.1Mexico Variable Rate Technology Market (by Application) ............................ 106 4.1.5.4 Rest-of-North America ..................................................................................... 106 6 All rights reserved at BIS Research Inc.

  7. 4.1.5.4.1Market .................................................................................................................... 106 4.1.5.4.1.1Buyer Attributes .............................................................................................. 106 4.1.5.4.1.2Business Challenges ...................................................................................... 106 4.1.5.4.1.3Business Drivers ............................................................................................. 107 4.1.5.4.2Application .............................................................................................................. 107 4.1.5.4.2.1Rest-of-North America Variable Rate Technology Market (by Application) ........................................................................................................................ 107 4.2 Europe ............................................................................................................ 109 4.2.1Market ......................................................................................................... 109 4.2.1.1 Buyer Attributes ............................................................................................... 109 4.2.1.2 Key Providers in Europe .................................................................................. 110 4.2.1.3 Business Challenges ....................................................................................... 110 4.2.1.4 Business Drivers .............................................................................................. 110 4.2.2Application ................................................................................................. 111 4.2.2.1 Europe Variable Rate Technology Market (by Application) ............................. 111 4.2.3Technology ................................................................................................ 111 4.2.3.1 Europe Variable Rate Technology Market (by Technology) ............................ 111 1.1.1Solution ...................................................................................................... 112 4.2.3.2 Europe Variable Rate Technology Market (by Solution) .................................. 112 4.2.4Europe (by Country) .................................................................................. 112 4.2.4.1 Germany .......................................................................................................... 112 4.2.4.1.1Market .................................................................................................................... 112 VARIABLE RATE TECHNOLOGY MARKET 4.2.4.1.1.1Buyer Attributes .............................................................................................. 113 4.2.4.1.1.2Business Challenges ...................................................................................... 113 4.2.4.1.1.3Business Drivers ............................................................................................. 113 4.2.4.1.2Application .............................................................................................................. 114 4.2.4.1.2.1Germany Variable Rate Technology Market (by Application) ........................ 114 4.2.4.2 France .............................................................................................................. 114 4.2.4.2.1Market .................................................................................................................... 114 4.2.4.2.1.1Buyer Attributes .............................................................................................. 114 7 All rights reserved at BIS Research Inc.

  8. 4.2.4.2.1.2Business Challenges ...................................................................................... 115 4.2.4.2.1.3Business Drivers ............................................................................................. 115 4.2.4.2.2Application .............................................................................................................. 115 4.2.4.2.2.1France Variable Rate Technology Market (by Application) ............................ 115 4.2.4.3 Italy .................................................................................................................. 116 4.2.4.3.1Market .................................................................................................................... 116 4.2.4.3.1.1Buyer Attributes .............................................................................................. 116 4.2.4.3.1.2Business Challenges ...................................................................................... 116 4.2.4.3.1.3Business Drivers ............................................................................................. 116 4.2.4.3.2Application .............................................................................................................. 117 4.2.4.3.2.1Italy Variable Rate Technology Market (by Application) ................................. 117 4.2.4.4 Rest-of-Europe ................................................................................................ 117 4.2.4.4.1Market .................................................................................................................... 117 4.2.4.4.1.1Buyer Attributes .............................................................................................. 117 4.2.4.4.1.2Business Challenges ...................................................................................... 118 4.2.4.4.1.3Business Drivers ............................................................................................. 118 4.2.4.4.2Application .............................................................................................................. 118 4.2.4.4.2.1Rest-of-Europe Variable Rate Technology Market (by Application) ............... 118 4.3 Asia-Pacific and Japan .................................................................................. 120 4.3.1Market ......................................................................................................... 121 4.3.1.1 Buyer Attributes ............................................................................................... 121 4.3.1.2 Key Providers in Asia-Pacific and Japan ......................................................... 121 VARIABLE RATE TECHNOLOGY MARKET 4.3.1.3 Business Challenges ....................................................................................... 121 4.3.1.4 Business Drivers .............................................................................................. 121 4.3.2Application ................................................................................................. 122 4.3.2.1 Asia-Pacific and Japan Variable Rate Technology Market (by Application) .... 122 4.3.3Technology ................................................................................................ 122 4.3.3.1 Asia-Pacific and Japan Variable Rate Technology Market (by Technology) ......................................................................................................................... 122 4.3.4Solution ...................................................................................................... 123 8 All rights reserved at BIS Research Inc.

  9. 4.3.4.1 Asia-Pacific and Japan Variable Rate Technology Market (by Solution) ......... 123 4.3.5Asia-Pacific and Japan (by Country) ....................................................... 123 4.3.5.1 Japan ............................................................................................................... 123 4.3.5.1.1Market .................................................................................................................... 124 4.3.5.1.1.1Buyer Attributes .............................................................................................. 124 4.3.5.1.1.2Business Challenges ...................................................................................... 124 4.3.5.1.1.3Business Drivers ............................................................................................. 124 4.3.5.1.2Application .............................................................................................................. 125 4.3.5.1.2.1Japan Variable Rate Technology Market (by Application) ............................. 125 4.3.5.2 Australia ........................................................................................................... 125 4.3.5.2.1Market .................................................................................................................... 125 4.3.5.2.1.1Buyer Attributes .............................................................................................. 125 4.3.5.2.1.2Business Challenges ...................................................................................... 125 4.3.5.2.1.3Business Drivers ............................................................................................. 126 4.3.5.2.2Application .............................................................................................................. 126 4.3.5.2.2.1Australia Variable Rate Technology Market (by Application) ......................... 126 4.3.5.3 India ................................................................................................................. 126 4.3.5.3.1Market .................................................................................................................... 127 4.3.5.3.1.1Buyer Attributes .............................................................................................. 127 4.3.5.3.1.2Business Challenges ...................................................................................... 127 4.3.5.3.1.3Business Drivers ............................................................................................. 127 4.3.5.3.2Application .............................................................................................................. 128 VARIABLE RATE TECHNOLOGY MARKET 4.3.5.3.2.1India Variable Rate Technology Market (by Application) ............................... 128 4.3.5.4 Rest-of-Asia-Pacific and Japan ....................................................................... 128 4.3.5.4.1Market .................................................................................................................... 128 4.3.5.4.1.1Buyer Attributes .............................................................................................. 128 4.3.5.4.1.2Business Challenges ...................................................................................... 128 4.3.5.4.1.3Business Drivers ............................................................................................. 129 4.3.5.4.2Application .............................................................................................................. 129 9 All rights reserved at BIS Research Inc.

  10. 4.3.5.4.2.1Rest-of-Asia-Pacific and Japan Variable Rate Technology Market (by Application) ............................................................................................................ 129 4.4 South America ............................................................................................... 131 4.4.1Market ......................................................................................................... 131 4.4.1.1 Buyer Attributes ............................................................................................... 131 4.4.1.2 Key Providers in South America ...................................................................... 132 4.4.1.3 Business Challenges ....................................................................................... 132 4.4.1.4 Business Drivers .............................................................................................. 132 4.4.2Application ................................................................................................. 133 4.4.2.1 South America Variable Rate Technology Market (by Application) ................. 133 4.4.3Technology ................................................................................................ 133 4.4.3.1 South America Variable Rate Technology Market (by Technology) ................ 133 4.4.4Solution ...................................................................................................... 134 4.4.4.1 South America Variable Rate Technology Market (by Solution) ...................... 134 4.4.5South America (by Country) ..................................................................... 134 4.4.5.1 Brazil ................................................................................................................ 134 4.4.5.1.1Market .................................................................................................................... 135 4.4.5.1.1.1Buyer Attributes .............................................................................................. 135 4.4.5.1.1.2Business Challenges ...................................................................................... 135 4.4.5.1.1.3Business Drivers ............................................................................................. 135 4.4.5.1.2Application .............................................................................................................. 136 4.4.5.1.2.1Brazil Variable Rate Technology Market (by Application) .............................. 136 VARIABLE RATE TECHNOLOGY MARKET 4.4.5.2 Argentina ......................................................................................................... 136 4.4.5.2.1Market .................................................................................................................... 136 4.4.5.2.1.1Buyer Attributes .............................................................................................. 136 4.4.5.2.1.2Business Challenges ...................................................................................... 136 4.4.5.2.1.3Business Drivers ............................................................................................. 137 4.4.5.2.2Application .............................................................................................................. 137 4.4.5.2.2.1Argentina Variable Rate Technology Market (by Application) ........................ 137 4.4.5.3 Rest-of-South America .................................................................................... 137 10 All rights reserved at BIS Research Inc.

  11. 4.4.5.3.1Market .................................................................................................................... 137 4.4.5.3.1.1Buyer Attributes .............................................................................................. 137 4.4.5.3.1.2Business Challenges ...................................................................................... 138 4.4.5.3.1.3Business Drivers ............................................................................................. 138 4.4.5.3.2Application .............................................................................................................. 138 4.4.5.3.2.1Rest-of-South America Variable Rate Technology Market (by Application) ............................................................................................................ 138 4.5 China ............................................................................................................... 140 4.5.1Market ......................................................................................................... 141 4.5.1.1 Buyer Attributes ............................................................................................... 141 4.5.1.2 Key Providers in China .................................................................................... 141 4.5.1.3 Business Challenges ....................................................................................... 141 4.5.1.4 Business Drivers .............................................................................................. 141 4.5.2Application ................................................................................................. 142 4.5.2.1 China Variable Rate Technology Market (by Application) ............................... 142 4.5.3Technology ................................................................................................ 142 4.5.3.1 China Variable Rate Technology Market (by Technology) .............................. 142 4.5.4Solution ...................................................................................................... 143 4.5.4.1 China Variable Rate Technology Market (by Solution) .................................... 143 4.6 Middle East and Africa .................................................................................. 145 4.6.1Market ......................................................................................................... 146 4.6.1.1 Buyer Attributes ............................................................................................... 146 VARIABLE RATE TECHNOLOGY MARKET 4.6.1.2 Key Providers in the Middle East and Africa .................................................... 146 4.6.1.3 Business Challenges ....................................................................................... 146 4.6.1.4 Business Drivers .............................................................................................. 146 4.6.2Application ................................................................................................. 147 4.6.2.1 Middle East and Africa Variable Rate Technology Market (by Application) ..... 147 4.6.3Technology ................................................................................................ 147 4.6.3.1 Middle East and Africa Variable Rate Technology Market (by Technology) .... 147 4.6.4Solution ...................................................................................................... 148 11 All rights reserved at BIS Research Inc.

  12. 4.6.4.1 Middle East and Africa Variable Rate Technology Market (by Solution) ......... 148 4.6.5Middle East and Africa (by Country) ........................................................ 148 4.6.5.1 Israel ................................................................................................................ 148 4.6.5.1.1Market .................................................................................................................... 149 4.6.5.1.1.1Buyer Attributes .............................................................................................. 149 4.6.5.1.1.2Business Challenges ...................................................................................... 149 4.6.5.1.1.3Business Drivers ............................................................................................. 149 4.6.5.1.2Application .............................................................................................................. 149 4.6.5.1.2.1Israel Variable Rate Technology Market (by Application) .............................. 149 4.6.5.2 South Africa ..................................................................................................... 150 4.6.5.2.1Market .................................................................................................................... 150 4.6.5.2.1.1Buyer Attributes .............................................................................................. 150 4.6.5.2.1.2Business Challenges ...................................................................................... 150 4.6.5.2.1.3Business Drivers ............................................................................................. 150 4.6.5.2.2Application .............................................................................................................. 151 4.6.5.2.2.1South Africa Variable Rate Technology Market (by Application) ................... 151 4.6.5.3 Rest-of-Middle East and Africa ........................................................................ 151 4.6.5.3.1Market .................................................................................................................... 151 4.6.5.3.1.1Buyer Attributes .............................................................................................. 151 4.6.5.3.1.2Business Challenges ...................................................................................... 151 4.6.5.3.1.3Business Drivers ............................................................................................. 152 4.6.5.3.2Application .............................................................................................................. 152 VARIABLE RATE TECHNOLOGY MARKET 4.6.5.3.2.1Rest-of-Middle East and Africa Variable Rate Technology Market (by Application) ............................................................................................................ 152 4.7 U.K. ................................................................................................................. 154 4.7.1Market ......................................................................................................... 154 4.7.1.1 Buyer Attributes ............................................................................................... 154 4.7.1.2 Key Providers in the U.K. ................................................................................. 155 4.7.1.3 Business Challenges ....................................................................................... 155 4.7.1.4 Business Drivers .............................................................................................. 155 12 All rights reserved at BIS Research Inc.

  13. 4.7.2Application ................................................................................................. 155 4.7.2.1 U.K. Variable Rate Technology Market (by Application) .................................. 155 4.7.3Technology ................................................................................................ 156 4.7.3.1 U.K. Variable Rate Technology Market (by Technology) ................................. 156 4.7.4Solution ...................................................................................................... 156 4.7.4.1 U.K. Variable Rate Technology Market (by Solution) ...................................... 156 5.Markets - Competitive Benchmarking & Company Profiles ....... 157 Markets - Competitive Benchmarking & Company Profiles ................................. 157 5.1 Competitive Benchmarking .......................................................................... 158 5.2 Market Share Analysis .................................................................................. 160 5.3 Company Profiles .......................................................................................... 162 5.3.1Public Companies ..................................................................................... 162 5.3.1.1 AGCO Corporation .......................................................................................... 162 5.3.1.1.1Company Overview ................................................................................................ 162 5.3.1.1.2Role of AGCO Corporation in the Global Variable Rate Technology Market ........ 162 5.3.1.1.3Product Portfolio..................................................................................................... 163 5.3.1.1.4Business Strategies ............................................................................................... 163 5.3.1.1.4.1Market Development ....................................................................................... 163 5.3.1.1.4.2Product Development ..................................................................................... 163 5.3.1.1.5Corporate Strategies .............................................................................................. 164 5.3.1.1.5.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 164 5.3.1.1.5.2Mergers and Acquisitions ............................................................................... 164 VARIABLE RATE TECHNOLOGY MARKET 5.3.1.1.6R&D Analysis ......................................................................................................... 165 5.3.1.1.7Analyst View ........................................................................................................... 165 5.3.1.2 Climate LLC ..................................................................................................... 166 5.3.1.2.1Company Overview ................................................................................................ 166 5.3.1.2.2Role of Climate LLC in the Global Variable Rate Technology Market ................... 166 5.3.1.2.3Product Portfolio..................................................................................................... 166 5.3.1.2.4Business Strategies ............................................................................................... 167 5.3.1.2.4.1Product Development ..................................................................................... 167 13 All rights reserved at BIS Research Inc.

  14. 5.3.1.2.5Corporate Strategies .............................................................................................. 167 5.3.1.2.5.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 167 5.3.1.2.6R&D Analysis ......................................................................................................... 168 5.3.1.2.7Analyst View ........................................................................................................... 168 5.3.1.3 CNH Industrial N.V. ......................................................................................... 169 5.3.1.3.1Company Overview ................................................................................................ 169 5.3.1.3.2Role of CNH Industrial N.V. in the Global Variable Rate Technology Market ....... 169 5.3.1.3.3Product Portfolio..................................................................................................... 169 5.3.1.3.4Business Strategies ............................................................................................... 170 5.3.1.3.4.1Market Development ....................................................................................... 170 5.3.1.3.4.2Product Development ..................................................................................... 171 5.3.1.3.5Corporate Strategies .............................................................................................. 171 5.3.1.3.5.1Mergers and Acquisitions ............................................................................... 171 5.3.1.3.6R&D Analysis ......................................................................................................... 172 5.3.1.3.7Analyst View ........................................................................................................... 172 5.3.1.4 Deere & Company ........................................................................................... 173 5.3.1.4.1Company Overview ................................................................................................ 173 5.3.1.4.2Role of Deere & Company in the Global Variable Rate Technology Market ......... 173 5.3.1.4.3Product Portfolio..................................................................................................... 173 5.3.1.4.4Business Strategies ............................................................................................... 174 5.3.1.4.4.1Market Development ....................................................................................... 174 5.3.1.4.4.2Product Development ..................................................................................... 174 VARIABLE RATE TECHNOLOGY MARKET 5.3.1.4.5Corporate Strategies .............................................................................................. 175 5.3.1.4.5.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 175 5.3.1.4.5.2Mergers and Acquisitions ............................................................................... 175 5.3.1.4.6R&D Analysis ......................................................................................................... 175 5.3.1.4.7Analyst View ........................................................................................................... 176 5.3.1.5 Farmers Edge Inc ............................................................................................ 177 5.3.1.5.1Company Overview ................................................................................................ 177 5.3.1.5.2Role of Farmers Edge Inc in the Global Variable Rate Technology Market .......... 177 14 All rights reserved at BIS Research Inc.

  15. 5.3.1.5.3Product Portfolio..................................................................................................... 177 5.3.1.5.4Business Strategies ............................................................................................... 178 5.3.1.5.4.1Market Development ....................................................................................... 178 5.3.1.5.4.2Product Development ..................................................................................... 178 5.3.1.5.5Corporate Strategies .............................................................................................. 179 5.3.1.5.5.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 179 5.3.1.5.5.2Mergers and Acquisitions ............................................................................... 180 5.3.1.5.6R&D Analysis ......................................................................................................... 180 5.3.1.5.7Analyst View ........................................................................................................... 180 5.3.1.6 Hexagon Agriculture ........................................................................................ 181 5.3.1.6.1Company Overview ................................................................................................ 181 5.3.1.6.2Role of Hexagon Agriculture in the Global Variable Rate Technology Market ...... 181 5.3.1.6.3Product Portfolio..................................................................................................... 181 5.3.1.6.4Business Strategies ............................................................................................... 182 5.3.1.6.4.1Product Development ..................................................................................... 182 5.3.1.6.5R&D Analysis ......................................................................................................... 182 5.3.1.6.6Analyst View ........................................................................................................... 182 5.3.1.7 Kubota Corporation .......................................................................................... 183 5.3.1.7.1Company Overview ................................................................................................ 183 5.3.1.7.2Role of Kubota Corporation in the Global Variable Rate Technology Market ....... 183 5.3.1.7.3Product Portfolio..................................................................................................... 183 5.3.1.7.4Business Strategies ............................................................................................... 184 VARIABLE RATE TECHNOLOGY MARKET 5.3.1.7.4.1Market Development ....................................................................................... 184 5.3.1.7.5Corporate Strategies .............................................................................................. 184 5.3.1.7.5.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 184 5.3.1.7.5.2Mergers and Acquisitions ............................................................................... 184 5.3.1.7.6R&D Analysis ......................................................................................................... 185 5.3.1.7.7Analyst View ........................................................................................................... 185 5.3.1.8 Lindsay Corporation ......................................................................................... 186 5.3.1.8.1Company Overview ................................................................................................ 186 15 All rights reserved at BIS Research Inc.

  16. 5.3.1.8.2Role of Lindsay Corporation in the Global Variable Rate Technology Market ...... 186 5.3.1.8.3Product Portfolio..................................................................................................... 186 5.3.1.8.4Business Strategies ............................................................................................... 187 5.3.1.8.4.1Product Development ..................................................................................... 187 5.3.1.8.5Corporate Strategies .............................................................................................. 187 5.3.1.8.5.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 187 5.3.1.8.5.2Mergers and Acquisitions ............................................................................... 188 5.3.1.8.6R&D Analysis ......................................................................................................... 188 5.3.1.8.7Analyst View ........................................................................................................... 188 5.3.1.9 Topcon Corporation ......................................................................................... 189 5.3.1.9.1Company Overview ................................................................................................ 189 5.3.1.9.2Role of Topcon Corporation in the Global Variable Rate Technology Market ....... 189 5.3.1.9.3Product Portfolio..................................................................................................... 189 5.3.1.9.4Business Strategies ............................................................................................... 190 5.3.1.9.4.1Market Development ....................................................................................... 190 5.3.1.9.4.2Product Development ..................................................................................... 191 5.3.1.9.5Corporate Strategies .............................................................................................. 191 5.3.1.9.5.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 191 5.3.1.9.6R&D Analysis ......................................................................................................... 192 5.3.1.9.7Analyst View ........................................................................................................... 192 5.3.1.10 Trimble Inc. ...................................................................................................... 193 5.3.1.10.1Company Overview ................................................................................................ 193 VARIABLE RATE TECHNOLOGY MARKET 5.3.1.10.2Role of Trimble Inc. in the Global Variable Rate Technology Market .................... 193 5.3.1.10.3Product Portfolio..................................................................................................... 193 5.3.1.10.4Business Strategies ............................................................................................... 194 5.3.1.10.4.1Market Development ....................................................................................... 194 5.3.1.10.4.2Product Development ..................................................................................... 195 5.3.1.10.5Corporate Strategies .............................................................................................. 195 5.3.1.10.5.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 195 5.3.1.10.5.2Mergers and Acquisitions ............................................................................... 196 16 All rights reserved at BIS Research Inc.

  17. 5.3.1.10.6R&D Analysis ......................................................................................................... 196 5.3.1.10.7Analyst View ........................................................................................................... 196 5.3.1.11 Valmont Industries ........................................................................................... 198 5.3.1.11.1Company Overview ................................................................................................ 198 5.3.1.11.2Role of Valmont Industries in the Global Variable Rate Technology Market ......... 198 5.3.1.11.3Product Portfolio..................................................................................................... 198 5.3.1.11.4Business Strategies ............................................................................................... 199 5.3.1.11.4.1Market Development ....................................................................................... 199 5.3.1.11.4.2Product Development ..................................................................................... 199 5.3.1.11.5Corporate Strategies .............................................................................................. 199 5.3.1.11.5.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 199 5.3.1.11.5.2Mergers and Acquisitions ............................................................................... 200 5.3.1.11.6R&D Analysis ......................................................................................................... 200 5.3.1.11.7Analyst View ........................................................................................................... 200 5.3.1.12 Yara International ............................................................................................ 201 5.3.1.12.1Company Overview ................................................................................................ 201 5.3.1.12.2Role of Yara International in the Global Variable Rate Technology Market .......... 201 5.3.1.12.3Product Portfolio..................................................................................................... 201 5.3.1.12.4Business Strategies ............................................................................................... 202 5.3.1.12.4.1Product Development ..................................................................................... 202 5.3.1.12.5Corporate Strategies .............................................................................................. 202 5.3.1.12.5.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 202 VARIABLE RATE TECHNOLOGY MARKET 5.3.1.12.5.2Mergers and Acquisitions ............................................................................... 203 5.3.1.12.6R&D Analysis ......................................................................................................... 203 5.3.1.12.7Analyst View ........................................................................................................... 203 5.3.2Private Companies .................................................................................... 204 5.3.2.1 Ag Leader Technology ..................................................................................... 204 5.3.2.1.1Company Overview ................................................................................................ 204 5.3.2.1.2Role of Ag Leader Technology in the Global Variable Rate Technology Market ............................................................................................................................... 204 17 All rights reserved at BIS Research Inc.

  18. 5.3.2.1.3Product Portfolio..................................................................................................... 204 5.3.2.1.4Business Strategies ............................................................................................... 205 5.3.2.1.4.1Product Development ..................................................................................... 205 5.3.2.1.5Analyst View ........................................................................................................... 205 5.3.2.2 Crop Quest Inc ................................................................................................. 206 5.3.2.2.1Company Overview ................................................................................................ 206 5.3.2.2.2Role of Crop Quest Inc in the Global Variable Rate Technology Market .............. 206 5.3.2.2.3Product Portfolio..................................................................................................... 206 5.3.2.2.4Business Strategies ............................................................................................... 207 5.3.2.2.4.1Market Development ....................................................................................... 207 5.3.2.2.5Analyst View ........................................................................................................... 207 5.3.2.3 DJI ................................................................................................................... 208 5.3.2.3.1Company Overview ................................................................................................ 208 5.3.2.3.2Role of DJI in the Global Variable Rate Technology Market ................................. 208 5.3.2.3.3Product Portfolio..................................................................................................... 208 5.3.2.3.4Business Strategies ............................................................................................... 209 5.3.2.3.4.1Product Development ..................................................................................... 209 5.3.2.3.5Analyst View ........................................................................................................... 209 5.3.3Start-Up Companies .................................................................................. 210 5.3.3.1 CropX Inc. ........................................................................................................ 210 5.3.3.1.1Company Overview ................................................................................................ 210 5.3.3.1.2Role of CropX Inc. in the Global Variable Rate Technology Market ...................... 210 VARIABLE RATE TECHNOLOGY MARKET 5.3.3.1.3Product Portfolio..................................................................................................... 210 5.3.3.1.4Business Model of CropX Inc. ................................................................................ 211 5.3.3.1.5Business Strategies ............................................................................................... 211 5.3.3.1.5.1Product Development ..................................................................................... 211 5.3.3.1.6Corporate Strategies .............................................................................................. 212 5.3.3.1.6.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 212 5.3.3.1.6.2Mergers and Acquisitions ............................................................................... 212 5.3.3.1.7Analyst View ........................................................................................................... 212 18 All rights reserved at BIS Research Inc.

  19. 5.3.3.2 DataFarming Pty Ltd ........................................................................................ 214 5.3.3.2.1Company Overview ................................................................................................ 214 5.3.3.2.2Role of DataFarming Pty Ltd in the Global Variable Rate Technology Market ..... 214 5.3.3.2.3Product Portfolio..................................................................................................... 214 5.3.3.2.4Business Model of DataFarming Pty Ltd ............................................................... 215 5.3.3.2.5Business Strategies ............................................................................................... 215 5.3.3.2.5.1Product Development ..................................................................................... 215 5.3.3.2.6Analyst View ........................................................................................................... 216 5.3.3.3 HUMMINGBIRD TECHNOLOGIES LIMITED .................................................. 217 5.3.3.3.1Company Overview ................................................................................................ 217 5.3.3.3.2Role of HUMMINGBIRD TECHNOLOGIES LIMITED in the Global Variable Rate Technology Market ....................................................................................... 217 5.3.3.3.3Product Portfolio..................................................................................................... 217 5.3.3.3.4Business Model of HUMMINGBIRD TECHNOLOGIES LIMITED ......................... 218 5.3.3.3.5Business Strategies ............................................................................................... 218 5.3.3.3.5.1Market Development ....................................................................................... 218 5.3.3.3.5.2Product Development ..................................................................................... 219 5.3.3.3.6Corporate Strategies .............................................................................................. 219 5.3.3.3.6.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 219 5.3.3.3.7Analyst View ........................................................................................................... 219 5.3.3.4 OneSoil ............................................................................................................ 221 5.3.3.4.1Company Overview ................................................................................................ 221 VARIABLE RATE TECHNOLOGY MARKET 5.3.3.4.2Role of OneSoil in the Global Variable Rate Technology Market .......................... 221 5.3.3.4.3Product Portfolio..................................................................................................... 222 5.3.3.4.4Business Model of OneSoil .................................................................................... 222 5.3.3.4.5Business Strategies ............................................................................................... 223 5.3.3.4.5.1Market Development ....................................................................................... 223 5.3.3.4.5.2Product Development ..................................................................................... 224 5.3.3.4.6Corporate Strategies .............................................................................................. 224 5.3.3.4.6.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 224 19 All rights reserved at BIS Research Inc.

  20. 5.3.3.4.7Analyst View ........................................................................................................... 225 5.3.3.5 Sentera ............................................................................................................ 226 5.3.3.5.1Company Overview ................................................................................................ 226 5.3.3.5.2Role of Sentera in the Global Variable Rate Technology Market .......................... 226 5.3.3.5.3Product Portfolio..................................................................................................... 226 5.3.3.5.4Business Model of Sentera .................................................................................... 227 5.3.3.5.5Corporate Strategies .............................................................................................. 227 5.3.3.5.5.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 227 5.3.3.5.5.2Mergers and Acquisitions ............................................................................... 228 5.3.3.5.6Analyst View ........................................................................................................... 228 5.3.4Other Key Players ...................................................................................... 229 6.Research Methodology ............................................................ 230 6.1 Data Sources .................................................................................................. 230 6.1.1Primary Data Sources ............................................................................... 230 6.1.2Secondary Data Sources .......................................................................... 230 6.2 Market Estimation and Forecast ................................................................... 232 6.2.1Factors for Data Prediction and Modeling .............................................. 232 VARIABLE RATE TECHNOLOGY MARKET 20 All rights reserved at BIS Research Inc.

  21. List of Figures Figure 1: Global Variable Rate Technology Market, $Billion, 2021-2027 Figure 2: Market Dynamics of the Global Variable Rate Technology Market Figure 3: Global Variable Rate Technology Market (by Application), $Million, 2021-2027 Figure 4: Global Variable Rate Technology Market (by Technology), $Million, 2021-2027 Figure 5: Global Variable Rate Technology Market (by Solution), $Million, 2021-2027 Figure 6: Global Variable Rate Technology Market (by Region), $Million, 2021 Figure 7: Global Variable Rate Technology Market Coverage Figure 8: VRT in Precision Agriculture Technology Figure 9: Functional Diagram of Variable Rate Technology Figure 10: Value Chain of the Global Variable Rate Technology Market Figure 11: Impact of Gaps in Variable Rate Technology Adoption (2021-2027) Figure 12: Adoption of Key Precision Agriculture Technologies by the U.S. and Other Global Countries, 2021 Figure 13: Employment in Agriculture (Percentage of Total Employment), 2015-2019 Figure 14: Share of Key Market Strategies and Developments, January 2019-June 2022 Figure 15: Share of Product Developments and Innovations (by Company), January 2019-June 2022 Figure 16: Share of Market Developments (by Company), January 2019-June 2022 Figure 17: Share of Mergers and Acquisitions (by Company), January 2019-June 2022 Figure 18: Share of Partnerships, Collaborations, and Joint Ventures (by Company), January 2019-June 2022 Figure 19: Investment and Funding in Global Variable Rate Technology Market, January 2018-May 2022 Figure 20: Share of Top Investors in the Global Variable Rate Technology Market, January 2018-May VARIABLE RATE TECHNOLOGY MARKET 2022 Figure 21: Patents Filed or Granted for Variable Rate Technology Market, January 2018-May 2022 Figure 22: Patents (by Patent Objective), January 2018-May 2022 Figure 23: Patent Analysis (by Patent Office), January 2018-May 2022 Figure 24: North America Variable Rate Technology Market, $Million, 2021-2027 Figure 25: Competitive Benchmarking Matrix for Key Variable Rate Technology Providers 21 All rights reserved at BIS Research Inc.

  22. Figure 26: Market Share Analysis of Global Variable Rate Technology Market, 2021 Figure 27: Global Variable Rate Technology Market: Research Methodology Figure 28: Top-Down and Bottom-Up Approach Figure 29: Assumptions and Limitations VARIABLE RATE TECHNOLOGY MARKET 22 All rights reserved at BIS Research Inc.

  23. List of Tables Table 1: Government Initiatives Table 2: Key Consortiums and Associations in the Global Variable Rate Technology Market Table 3: Government Initiatives for Sustainable Food Production Table 4: Key Start-Ups in the Global Variable Rate Technology Market Table 5: Overview of VRT by Application Table 6: Key Companies Providing VRF Products Table 7: Key Companies Providing VRS Products Table 8: Types of VRI Table 9: Key Companies Providing VRI Products Table 10: Cost-Benefit Analysis of VRC Table 11: Key Companies Providing VRC Products Table 12: Key Companies Providing Other Applications in VRT Table 13: Global Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 14: Outline of Input Methodologies in VRT Table 15: Types of Data Collection in Map-Based VRT Table 16: Key Companies Providing Map-Based Products Table 17: Key Companies Providing Sensor-Based Products Table 18: Global Variable Rate Technology Market (by Technology), $Million, 2021-2027 Table 19: Comparison of Map-Based and Sensor-Based VRT Table 20: Types of VRT Solutions and Revenue Recognition Table 21: Key Companies Providing Variable Rate Hardware Products Table 22: Key Companies Providing Variable Rate Software Products VARIABLE RATE TECHNOLOGY MARKET Table 23: Global Variable Rate Technology Market (by Solution), $Million, 2021-2027 Table 24: Global Variable Rate Technology Market (by Region), $Million, 2021-2027 Table 25: North America Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 26: North America Variable Rate Technology Market (by Technology), $Million, 2021-2027 Table 27: North America Variable Rate Technology Market (by Solution), $Million, 2021-2027 Table 28: North America Variable Rate Technology Market (by Country), $Million, 2021-2027 Table 29: U.S. Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 30: Canada Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 31: Mexico Variable Rate Technology Market (by Application), $Million, 2021-2027 23 All rights reserved at BIS Research Inc.

  24. Table 32: Rest-of-North America Variable Rate Technology Market (by Application), $Million, 2021- 2027 Table 33: Europe Variable Rate Technology Market, $Million, 2021-2027 Table 34: Europe Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 35: Europe Variable Rate Technology Market (by Technology), $Million, 2021-2027 Table 36: Europe Variable Rate Technology Market (by Solution), $Million, 2021-2027 Table 37: Europe Variable Rate Technology Market (by Country), $Million, 2021-2027 Table 38: Germany Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 39: France Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 40: Italy Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 41: Rest-of-Europe Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 42: Asia-Pacific and Japan Variable Rate Technology, $Million, 2021-2027 Table 43: Asia-Pacific and Japan Variable Rate Technology Market (by Application), $Million, 2021- 2027 Table 44: Asia-Pacific and Japan Variable Rate Technology Market (by Technology), $Million, 2021- 2027 Table 45: Asia-Pacific and Japan Variable Rate Technology Market (by Solution), $Million, 2021-2027 Table 46: Asia-Pacific and Japan Variable Rate Technology Market (by Country), $Million, 2021-2027 Table 47: Japan Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 48: Australia Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 49: India Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 50: Rest-of-Asia-Pacific and Japan Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 51: South America Variable Rate Technology, $Million, 2021-2027 Table 52: South America Variable Rate Technology Market (by Application), $Million, 2021-2027 VARIABLE RATE TECHNOLOGY MARKET Table 53: South America Variable Rate Technology Market (by Technology), $Million, 2021-2027 Table 54: South America Variable Rate Technology Market (by Solution), $Million, 2021-2027 Table 55: South America Variable Rate Technology Market (by Country), $Million, 2021-2027 Table 56: Brazil Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 57: Argentina Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 58: Rest-of-South America Variable Rate Technology Market (by Application), $Million, 2021- 2027 Table 59: China Variable Rate Technology Market, $Million, 2021-2027 24 All rights reserved at BIS Research Inc.

  25. Table 60: China Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 61: China Variable Rate Technology Market (by Technology), $Million, 2021-2027 Table 62: China Variable Rate Technology Market (by Solution), $Million, 2021-2027 Table 63: Middle East and Africa Variable Rate Technology Market, $Million, 2021-2027 Table 64: Middle East and Africa Variable Rate Technology Market (by Application), $Million, 2021- 2027 Table 65: Middle East and Africa Variable Rate Technology Market (by Technology), $Million, 2021- 2027 Table 66: Middle East and Africa Variable Rate Technology Market (by Solution), $Million, 2021-2027 Table 67: Middle East and Africa Variable Rate Technology Market (by Country), $Million, 2021-2027 Table 68: Israel Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 69: South Africa Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 70: Rest-of-Middle East and Africa Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 71: U.K. Variable Rate Technology Market, $Million, 2021-2027 Table 72: U.K. Variable Rate Technology Market (by Application), $Million, 2021-2027 Table 73: U.K. Variable Rate Technology Market (by Technology), $Million, 2021-2027 Table 74: U.K. Variable Rate Technology Market (by Solution), $Million, 2021-2027 Table 75: AGCO Corporation: Product Portfolio Table 76: AGCO Corporation: Market Development Table 77: AGCO Corporation: Product Development Table 78: AGCO Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances Table 79: AGCO Corporation: Mergers and Acquisitions Table 80: Climate LLC: Product Portfolio Table 81: Climate LLC: Product Development VARIABLE RATE TECHNOLOGY MARKET Table 82: Climate LLC: Partnerships, Joint Ventures, Collaborations, and Alliances Table 83: CNH Industrial N.V.: Product Portfolio Table 84: CNH Industrial N.V.: Market Development Table 85: CNH Industrial N.V.: Product Development Table 86: CNH Industrial N.V.: Mergers and Acquisitions Table 87: Deere & Company: Product Portfolio Table 88: Deere & Company: Market Development Table 89: Deere & Company: Product Development 25 All rights reserved at BIS Research Inc.

  26. Table 90: Deere & Company: Partnerships, Joint Ventures, Collaborations, and Alliances Table 91: Deere & Company: Mergers and Acquisitions Table 92: Farmers Edge Inc: Product Portfolio Table 93: Farmers Edge Inc: Market Development Table 94: Farmers Edge Inc: Product Development Table 95: Farmers Edge Inc: Partnerships, Joint Ventures, Collaborations, and Alliances Table 96: Farmers Edge Inc: Mergers and Acquisitions Table 97: Hexagon Agriculture: Product Portfolio Table 98: Hexagon Agriculture: Product Development Table 99: Kubota Corporation: Product Portfolio Table 100: Kubota Corporation: Market Development Table 101: Kubota Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances Table 102: Kubota Corporation: Mergers and Acquisitions Table 103: Lindsay Corporation: Product Portfolio Table 104: Lindsay Corporation: Product Development Table 105: Lindsay Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances Table 106: Lindsay Corporation: Mergers and Acquisitions Table 107: Topcon Corporation: Product Portfolio Table 108: Topcon Corporation: Market Development Table 109: Topcon Corporation: Product Development Table 110: Topcon Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances Table 111: Trimble Inc.: Product Portfolio Table 112: Trimble Inc.: Market Development Table 113: Trimble Inc.: Product Development VARIABLE RATE TECHNOLOGY MARKET Table 114: Trimble Inc.: Partnerships, Joint Ventures, Collaborations, and Alliances Table 115: Trimble Inc.: Mergers and Acquisitions Table 116: Valmont Industries: Product Portfolio Table 117: Valmont Industries: Market Development Table 118: Valmont Industries: Product Development Table 119: Valmont Industries: Partnerships, Joint Ventures, Collaborations, and Alliances Table 120: Valmont Industries: Mergers and Acquisitions Table 121: Yara International: Product Portfolio Table 122: Yara International: Product Development 26 All rights reserved at BIS Research Inc.

  27. Table 123: Yara International: Partnerships, Joint Ventures, Collaborations, and Alliances Table 124: Yara International: Mergers and Acquisitions Table 125: Ag Leader Technology: Product Portfolio Table 126: Ag Leader Technology: Product Development Table 127: Crop Quest Inc: Product Portfolio Table 128: Crop Quest Inc: Market Development Table 129: DJI: Product Portfolio Table 130: DJI: Product Development Table 131: CropX Inc.: Product Portfolio Table 132: CropX Inc.: Business Model Table 133: CropX Inc.: Product Development Table 134: CropX Inc.: Partnerships, Joint Ventures, Collaborations, and Alliances Table 135: CropX Inc.: Mergers and Acquisitions Table 136: DataFarming Pty Ltd: Product Portfolio Table 137: DataFarming Pty Ltd: Business Model Table 138: DataFarming Pty Ltd: Product Development Table 139: HUMMINGBIRD TECHNOLOGIES LIMITED: Product Portfolio Table 140: HUMMINGBIRD TECHNOLOGIES LIMITED: Business Model Table 141: HUMMINGBIRD TECHNOLOGIES LIMITED: Market Development Table 142: HUMMINGBIRD TECHNOLOGIES LIMITED: Product Development Table 143: HUMMINGBIRD TECHNOLOGIES LIMITED: Partnerships, Joint Ventures, Collaborations, and Alliances Table 144: OneSoil: Product Portfolio Table 145: OneSoil: Business Model VARIABLE RATE TECHNOLOGY MARKET Table 146: OneSoil: Market Development Table 147: OneSoil: Product Development Table 148: OneSoil: Partnerships, Joint Ventures, Collaborations, and Alliances Table 149: Sentera: Product Portfolio Table 150: Sentera: Business Model Table 151: Sentera: Partnerships, Joint Ventures, Collaborations, and Alliances Table 152: Sentera: Mergers and Acquisitions Table 153: Other Key Players in the Variable Rate Technology Market 27 All rights reserved at BIS Research Inc.

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