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Global Precision Agriculture Market

Precision Agriculture Market is expected to reach $14.61 billion with a CAGR of 13.12% during 2022-2027. Precision agriculture industry boost in investments in climate-smart agriculture practices.<br>Read Report Overview: https://bisresearch.com/industry-report/precision-agriculture-market-report.html

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Global Precision Agriculture Market

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  1. res Precision Agriculture Market-A Global and Regional Analysis Table of Content https://unsplash.com/photos/sAtSL8jak8Q Global Precision Agriculture Market Focus on Application, Product, and Country-Wise Analysis Analysis and Forecast: 2022-2027 March 2023 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 the 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. Global Precision Agriculture Market Copyright © 2023 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 Content Executive Summary .......................................................................... 59 1.Markets ..................................................................................... 70 1.1 Industry Outlook .............................................................................................. 71 1.1.1Market Definition ......................................................................................... 71 1.1.2Trends: Current and Future ........................................................................ 73 1.1.2.1 Increasing Requirement for Crop Yield .............................................................. 73 1.1.2.2 Increasing Demand to Combat Climate Change ............................................... 73 1.1.3Impact of Key Enabling Technologies on Farming Ecosystem............... 74 1.1.3.1 Sensing Technology and IoT ............................................................................. 74 1.1.3.2 Artificial Intelligence and Analytics ..................................................................... 75 1.1.3.3 GNSS ................................................................................................................. 75 1.1.3.4 Smart Machinery ................................................................................................ 76 1.1.3.4.1Drones ...................................................................................................................... 76 1.1.3.4.2Robots ...................................................................................................................... 77 1.1.3.4.3Autonomous Tractors ............................................................................................... 77 1.1.4Ecosystem/Ongoing Programs .................................................................. 78 1.1.4.1 Consortiums and Associations .......................................................................... 79 1.1.4.2 Regulatory Bodies ............................................................................................. 82 1.1.4.3 Government Programs ...................................................................................... 83 1.1.5Agriculture Drone Market ........................................................................... 86 1.1.6Agriculture Robot Market ........................................................................... 89 1.2 Business Dynamics ......................................................................................... 91 Global Precision Agriculture Market 1.2.1Business Drivers ......................................................................................... 91 1.2.1.1 Increasing Demand for Global Food Production ................................................ 91 1.2.1.2 Need for Automation of Workforce in Agriculture .............................................. 92 1.2.1.3 Surging Investment and Support in Climate-Smart Agriculture Practices ......... 94 1.2.1.4 Need for Input Optimization in Agriculture ......................................................... 95 1.2.2Business Challenges .................................................................................. 96 1.2.2.1 High Initial Investment ....................................................................................... 96 3 All rights reserved at BIS Research Inc.

  4. 1.2.2.2 Threat to Data Security and Privacy .................................................................. 98 1.2.2.3 Lack of Awareness and IT Infrastructure in Developing Regions ...................... 98 1.2.3Market Strategies and Developments ........................................................ 99 1.2.3.1 Business Strategies ......................................................................................... 101 1.2.3.1.1Product Developments and Innovations ................................................................ 101 1.2.3.1.2Market Developments ............................................................................................ 102 1.2.3.2 Corporate Strategies ........................................................................................ 103 1.2.3.2.1Mergers and Acquisitions ....................................................................................... 103 1.2.3.2.2Partnerships, Collaborations, and Joint Ventures .................................................. 104 1.2.3.3 Others .............................................................................................................. 105 1.2.4Business Opportunities ............................................................................ 106 1.2.4.1 Integration of Emerging Technologies with Existing Practices ........................ 106 1.2.4.2 Scope of Growth in Asia-Pacific and Japan ..................................................... 106 1.2.4.3 Integral Offerings with Horizontal Integration in Farming ................................. 107 1.2.4.4 Growth in 5G Network for Remote Monitoring ................................................. 107 1.2.4.5 Increasing Adoption of Modern Technologies in Agriculture ........................... 109 1.3 Startup Landscape ........................................................................................ 110 1.3.1Key Startups in the Ecosystem ................................................................ 110 1.3.2Funding Analysis ....................................................................................... 114 1.3.2.1 Total Investments and Number of Funding Deals ........................................... 114 1.3.2.2 Top Funding Deals by the Startups ................................................................. 115 1.3.2.3 Funding Analysis by Country ........................................................................... 116 1.3.2.4 Top Investors ................................................................................................... 117 Global Precision Agriculture Market 1.3.3Future Investment Trends in the Global Precision Agriculture Startup Ecosystem s ................................................................................. 118 1.4 Impact of COVID-19 on the Global Precision Agriculture Market .............. 120 1.5 Impact of Russia-Ukraine Crisis on the Global Precision Agriculture Market ............................................................................................................. 122 2.Application .............................................................................. 124 2.1 Global Precision Agriculture Market (by Application) ................................ 125 4 All rights reserved at BIS Research Inc.

  5. 2.1.1Field Monitoring ......................................................................................... 125 2.1.2Crop Forecasting ....................................................................................... 129 2.1.3Precision Planting ..................................................................................... 132 2.1.4Precision Spraying .................................................................................... 136 2.1.5Precision Fertilization ............................................................................... 140 2.1.6Precision Irrigation .................................................................................... 144 2.1.7Farm Management ..................................................................................... 146 2.1.8Others ......................................................................................................... 151 2.2 Demand Analysis of the Global Precision Agriculture Market (by Application) .................................................................................................... 152 2.3 Precision Agriculture Market (by Function) ................................................ 153 2.3.1Farm Management ..................................................................................... 153 2.3.2Field Management ..................................................................................... 156 2.3.3Fleet Management ..................................................................................... 159 2.4 Demand Analysis of the Global Precision Agriculture Market (by Function) ........................................................................................................ 163 2.5 Global Precision Agriculture Market (by Farm Produce) ........................... 163 2.5.1Field Crops ................................................................................................. 164 2.5.1.1 Cereals ............................................................................................................ 164 2.5.1.2 Oil Crops .......................................................................................................... 166 2.5.1.3 Roots, Tubers, and Plantains .......................................................................... 166 2.5.1.4 Industrial Crops ................................................................................................ 167 2.5.1.5 Others .............................................................................................................. 168 2.5.2Permanent Crops ....................................................................................... 169 Global Precision Agriculture Market 2.5.2.1 Fruits ................................................................................................................ 169 2.5.2.2 Vegetables ....................................................................................................... 170 2.5.2.3 Nuts ................................................................................................................. 172 2.5.2.4 Others .............................................................................................................. 174 2.5.3Other Farm Produce Types ...................................................................... 174 2.6 Demand Analysis of the Global Precision Agriculture Market (by Farm Produce) ......................................................................................................... 174 5 All rights reserved at BIS Research Inc.

  6. 3.Product .................................................................................... 175 3.1 Precision Agriculture Market (by Technology) ........................................... 176 3.1.1Guidance Technology ............................................................................... 176 3.1.2Sensing Technology ................................................................................. 178 3.1.3Variable Rate Application Technology .................................................... 181 3.1.4Data Analytics and Intelligence ................................................................ 184 3.1.5Others ......................................................................................................... 186 3.2 Demand Analysis of the Global Precision Agriculture Market (by Technology) ................................................................................................... 187 Precision Precision Agriculture Market (by Product) Agriculture Market (by Product) ................................................ 188 3.3 3.3 3.3.1 3.3.1Hardware Systems Hardware Systems ................................................................................... 189 3.3.1.1Automation and Control Systems ................................................................ 189 3.3.1.1.1Displays or Yield Monitors .................................................................................. 190 3.3.1.1.2Flow and Application Rate Control Valves ....................................................... 192 3.3.1.1.3Handheld Computers/Mobile Devices .............................................................. 193 3.3.1.2Sensing and Navigation Systems ................................................................ 194 3.3.1.2.1Sensing Systems ................................................................................................. 195 3.3.1.2.2Global Positioning System (GPS)/ Global Navigation Satellite System (GNSS) ................................................................................................................. 196 3.3.1.2.3Guidance and Steering Systems ....................................................................... 198 3.3.1.3Indoor Farming Equipment .......................................................................... 200 3.3.1.3.1Climate Control Systems .................................................................................... 201 3.3.1.3.2LED Grow Lights .................................................................................................. 202 3.3.1.3.3Others ................................................................................................................... 203 Global Precision Agriculture Market 3.3.2 3.3.2Software Software ..................................................................................................... 203 3.3.2.1Farm Operation Management Software ..................................................... 207 3.3.2.2Hardware Control Application Software .................................................... 208 3.3.2.3Data and Predictive Analytics Software ..................................................... 209 3.3.3 3.3.3Support Services Support Services ...................................................................................... 211 3.3.3.1Integration and Deployment ........................................................................ 212 6 All rights reserved at BIS Research Inc.

  7. 3.3.3.2Maintenance and Repair .............................................................................. 212 3.3.3.3Other Services ............................................................................................... 212 3.4 3.4 Demand Analysis of the Global Precision Agriculture Market (by Demand Analysis of the Global Precision Agriculture Market (by Product) Product) ......................................................................................................... 213 3.5 Patent Analysis .............................................................................................. 215 3.5.1Patent Analysis (by Objective) ................................................................. 216 3.5.1.1 Patent Analysis (by Application) ...................................................................... 216 3.5.1.2 Patent Analysis (by Technology) ..................................................................... 217 3.5.1.3 Patent Analysis (by Key Enabling Technologies) ............................................ 218 3.5.2Patent Analysis (by Organization) ........................................................... 219 3.5.3Patent Analysis (by Patent Office) ........................................................... 220 3.6 Value Chain Analysis .................................................................................... 222 4.Region ..................................................................................... 224 4.1 North America ................................................................................................ 228 4.1.1Market ......................................................................................................... 228 4.1.1.1 Buyer Attributes ............................................................................................... 228 4.1.1.2 Key Providers in North America ....................................................................... 228 4.1.1.3 Business Challenges ....................................................................................... 229 4.1.1.4 Business Drivers .............................................................................................. 229 4.1.2Application ................................................................................................. 229 4.1.2.1 North America Precision Agriculture Market (by Application), $Million, 2021-2027 ........................................................................................................ 229 4.1.2.2 North America Precision Agriculture Market (by Function), $Million, 2021- 2027 ................................................................................................................. 230 Global Precision Agriculture Market 4.1.2.3 North America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 ........................................................................................................ 230 4.1.3Product ....................................................................................................... 230 4.1.3.1 North America Precision Agriculture Market (by Technology), $Million, 2021-2027 ........................................................................................................ 230 4.1.3.2 North America Precision Agriculture Market (by Product), $Million, 2021- 2027 ................................................................................................................. 231 7 All rights reserved at BIS Research Inc.

  8. 4.1.3.3 North America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ......................................................................................... 231 4.1.3.4 North America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 ................................................................ 232 4.1.3.5 North America Precision Agriculture Market (by Software), $Million, 2021- 2027 ................................................................................................................. 232 4.1.4North America (by Country) ..................................................................... 232 4.1.4.1 U.S. .................................................................................................................. 233 4.1.4.1.1Market .................................................................................................................... 233 4.1.4.1.1.1Buyer Attributes .............................................................................................. 233 4.1.4.1.1.2Business Challenges ...................................................................................... 233 4.1.4.1.1.3Business Drivers ............................................................................................. 233 4.1.4.1.2Application .............................................................................................................. 234 4.1.4.1.2.1U.S. Precision Agriculture Market (by Application), $Million, 2021-2027 ....... 234 4.1.4.1.2.2U.S. Precision Agriculture Market (by Function), $Million, 2021-2027 ........... 234 4.1.4.1.2.3U.S. Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ...................................................................................................................... 235 4.1.4.1.3Product ................................................................................................................... 235 4.1.4.1.3.1U.S. Precision Agriculture Market (by Technology), $Million, 2021-2027 ...... 235 4.1.4.1.3.2U.S. Precision Agriculture Market (by Product), $Million, 2021-2027 ............ 235 4.1.4.1.3.3U.S. Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 236 4.1.4.1.3.4U.S. Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .................................................................................... 236 4.1.4.1.3.5U.S. Precision Agriculture Market (by Software), $Million, 2021-2027 .......... 236 Global Precision Agriculture Market 4.1.4.2 Canada ............................................................................................................ 237 4.1.4.2.1Market .................................................................................................................... 237 4.1.4.2.1.1Buyer Attributes .............................................................................................. 237 4.1.4.2.1.2Business Challenges ...................................................................................... 237 4.1.4.2.1.3Business Drivers ............................................................................................. 237 4.1.4.2.2Application .............................................................................................................. 238 8 All rights reserved at BIS Research Inc.

  9. 4.1.4.2.2.1Canada Precision Agriculture Market (by Application), $Million, 2021- 2027 ...................................................................................................................... 238 4.1.4.2.2.2Canada Precision Agriculture Market (by Function), $Million, 2021-2027 ..... 238 4.1.4.2.2.3Canada Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ...................................................................................................................... 239 4.1.4.2.3Product ................................................................................................................... 239 4.1.4.2.3.1Canada Precision Agriculture Market (by Technology), $Million, 2021- 2027 ...................................................................................................................... 239 4.1.4.2.3.2Canada Precision Agriculture Market (by Product), $Million, 2021-2027 ....... 239 4.1.4.2.3.3Canada Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 240 4.1.4.2.3.4Canada Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 ..................................................................... 240 4.1.4.2.3.5Canada Precision Agriculture Market (by Software), $Million, 2021-2027 ..... 240 4.2 South America ............................................................................................... 241 4.2.1Market ......................................................................................................... 241 4.2.1.1 Buyer Attributes ............................................................................................... 241 4.2.1.2 Key Providers in South America ...................................................................... 241 4.2.1.3 Business Challenges ....................................................................................... 242 4.2.1.4 Business Drivers .............................................................................................. 242 4.2.2Application ................................................................................................. 242 4.2.2.1 South America Precision Agriculture Market (by Application), $Million, 2021-2027 ........................................................................................................ 242 4.2.2.2 South America Precision Agriculture Market (by Function), $Million, 2021- 2027 ................................................................................................................. 243 Global Precision Agriculture Market 4.2.2.3 South America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 ........................................................................................................ 243 4.2.3Product ....................................................................................................... 243 4.2.3.1 South America Precision Agriculture Market (by Technology), $Million, 2021-2027 ........................................................................................................ 243 4.2.3.2 South America Precision Agriculture Market (by Product), $Million, 2021- 2027 ................................................................................................................. 244 9 All rights reserved at BIS Research Inc.

  10. 4.2.3.3 South America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ......................................................................................... 244 4.2.3.4 South America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 ................................................................ 245 4.2.3.5 South America Precision Agriculture Market (by Software), $Million, 2021- 2027 ................................................................................................................. 245 4.2.4South America (by Country) ..................................................................... 246 4.2.4.1 Brazil ................................................................................................................ 246 4.2.4.1.1Market .................................................................................................................... 246 4.2.4.1.1.1Buyer Attributes .............................................................................................. 246 4.2.4.1.1.2Business Challenges ...................................................................................... 246 4.2.4.1.1.3Business Drivers ............................................................................................. 247 4.2.4.1.2Application .............................................................................................................. 247 4.2.4.1.2.1Brazil Precision Agriculture Market (by Application), $Million, 2021-2027 ..... 247 4.2.4.1.2.2Brazil Precision Agriculture Market (by Function), $Million, 2021-2027 ......... 248 4.2.4.1.2.3Brazil Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ...................................................................................................................... 248 4.2.4.1.3Product ................................................................................................................... 248 4.2.4.1.3.1Brazil Precision Agriculture Market (by Technology), $Million, 2021-2027 ........................................................................................................................ 248 4.2.4.1.3.2Brazil Precision Agriculture Market (by Product), $Million, 2021-2027 .......... 249 4.2.4.1.3.3Brazil Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 249 4.2.4.1.3.4Brazil Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .................................................................................... 249 Global Precision Agriculture Market 4.2.4.1.3.5Brazil Precision Agriculture Market (by Software), $Million, 2021-2027 ........ 250 4.2.4.2 Argentina ......................................................................................................... 250 4.2.4.2.1Market .................................................................................................................... 250 4.2.4.2.1.1Buyer Attributes .............................................................................................. 250 4.2.4.2.1.2Business Challenges ...................................................................................... 250 4.2.4.2.1.3Business Drivers ............................................................................................. 251 10 All rights reserved at BIS Research Inc.

  11. 4.2.4.2.2Application .............................................................................................................. 251 4.2.4.2.2.1Argentina Precision Agriculture Market (by Application), $Million, 2021- 2027 ...................................................................................................................... 251 4.2.4.2.2.2Argentina Precision Agriculture Market (by Function), $Million, 2021- 2027 ...................................................................................................................... 251 4.2.4.2.2.3Argentina Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 ............................................................................................................. 252 4.2.4.2.3Product ................................................................................................................... 252 4.2.4.2.3.1Argentina Precision Agriculture Market (by Technology), $Million, 2021- 2027 ...................................................................................................................... 252 4.2.4.2.3.2Argentina Precision Agriculture Market (by Product), $Million, 2021-2027 ........................................................................................................................ 252 4.2.4.2.3.3Argentina Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 253 4.2.4.2.3.4Argentina Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 ..................................................................... 253 4.2.4.2.3.5Argentina Precision Agriculture Market (by Software), $Million, 2021- 2027 ...................................................................................................................... 253 4.2.4.3 Chile ................................................................................................................. 254 4.2.4.3.1Market .................................................................................................................... 254 4.2.4.3.1.1Buyer Attributes .............................................................................................. 254 4.2.4.3.1.2Business Challenges ...................................................................................... 254 4.2.4.3.1.3Business Drivers ............................................................................................. 254 4.2.4.3.2Application .............................................................................................................. 255 4.2.4.3.2.1Chile Precision Agriculture Market (by Application), $Million, 2021-2027 ...... 255 Global Precision Agriculture Market 4.2.4.3.2.2Chile Precision Agriculture Market (by Function), $Million, 2021-2027 .......... 255 4.2.4.3.2.3Chile Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ...................................................................................................................... 256 4.2.4.3.3Product ................................................................................................................... 256 4.2.4.3.3.1Chile Precision Agriculture Market (by Technology), $Million, 2021-2027 ..... 256 4.2.4.3.3.2Chile Precision Agriculture Market (by Product), $Million, 2021-2027 ........... 256 11 All rights reserved at BIS Research Inc.

  12. 4.2.4.3.3.3Chile Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 257 4.2.4.3.3.4Chile Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .................................................................................... 257 4.2.4.3.3.5Chile Precision Agriculture Market (by Software), $Million, 2021-2027 ......... 257 4.2.4.4 Peru ................................................................................................................. 258 4.2.4.4.1Market .................................................................................................................... 258 4.2.4.4.1.1Buyer Attributes .............................................................................................. 258 4.2.4.4.1.2Business Challenges ...................................................................................... 258 4.2.4.4.1.3Business Drivers ............................................................................................. 258 4.2.4.4.2Application .............................................................................................................. 259 4.2.4.4.2.1Peru Precision Agriculture Market (by Application), $Million, 2021-2027 ...... 259 4.2.4.4.2.2Peru Precision Agriculture Market (by Function), $Million, 2021-2027 .......... 259 4.2.4.4.2.3Peru Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ...................................................................................................................... 260 4.2.4.4.3Product ................................................................................................................... 260 4.2.4.4.3.1Peru Precision Agriculture Market (by Technology), $Million, 2021-2027 ..... 260 4.2.4.4.3.2Peru Precision Agriculture Market (by Product), $Million, 2021-2027 ............ 260 4.2.4.4.3.3Peru Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 261 4.2.4.4.3.4Peru Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .................................................................................... 261 4.2.4.4.3.5Peru Precision Agriculture Market (by Software), $Million, 2021-2027 .......... 261 4.2.4.5 Mexico ............................................................................................................. 262 Global Precision Agriculture Market 4.2.4.5.1Market .................................................................................................................... 262 4.2.4.5.1.1Buyer Attributes .............................................................................................. 262 4.2.4.5.1.2Business Challenges ...................................................................................... 262 4.2.4.5.1.3Business Drivers ............................................................................................. 262 4.2.4.5.2Application .............................................................................................................. 263 4.2.4.5.2.1Mexico Precision Agriculture Market (by Application), $Million, 2021- 2027 ...................................................................................................................... 263 12 All rights reserved at BIS Research Inc.

  13. 4.2.4.5.2.2Mexico Precision Agriculture Market (by Function), $Million, 2021-2027 ...... 263 4.2.4.5.2.3Mexico Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ...................................................................................................................... 264 4.2.4.5.3Product ................................................................................................................... 264 4.2.4.5.3.1Mexico Precision Agriculture Market (by Technology), $Million, 2021- 2027 ...................................................................................................................... 264 4.2.4.5.3.2Mexico Precision Agriculture Market (by Product), $Million, 2021-2027 ........ 264 4.2.4.5.3.3Mexico Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 265 4.2.4.5.3.4Mexico Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .................................................................................... 265 4.2.4.5.3.5Mexico Precision Agriculture Market (by Software), $Million, 2021-2027 ...... 265 4.2.4.6 Rest-of-South America .................................................................................... 266 4.2.4.6.1Market .................................................................................................................... 266 4.2.4.6.1.1Buyer Attributes .............................................................................................. 266 4.2.4.6.1.2Business Challenges ...................................................................................... 266 4.2.4.6.1.3Business Drivers ............................................................................................. 266 4.2.4.6.2Application .............................................................................................................. 266 4.2.4.6.2.1Rest-of-South America Precision Agriculture Market (by Application), $Million, 2021-2027 ............................................................................................... 266 4.2.4.6.2.2Rest-of-South America Precision Agriculture Market (by Function), $Million, 2021-2027 ............................................................................................... 267 4.2.4.6.2.3Rest-of-South America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 ............................................................................................... 267 4.2.4.6.3Product ................................................................................................................... 268 Global Precision Agriculture Market 4.2.4.6.3.1Rest-of-South America Precision Agriculture Market (by Technology), $Million, 2021-2027 ............................................................................................... 268 4.2.4.6.3.2Rest-of-South America Precision Agriculture Market (by Product), $Million, 2021-2027 ............................................................................................... 268 4.2.4.6.3.3Rest-of-South America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 .............................................................................. 269 13 All rights reserved at BIS Research Inc.

  14. 4.2.4.6.3.4Rest-of-South America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 ............................................... 269 4.2.4.6.3.5Rest-of-South America Precision Agriculture Market (by Software), $Million, 2021-2027 ............................................................................................... 269 Europe Europe ............................................................................................................ 271 4.3 4.3 4.3.1Market ......................................................................................................... 271 4.3.1.1 Buyer Attributes ............................................................................................... 271 4.3.1.2 Key Providers in Europe .................................................................................. 271 4.3.1.3 Business Challenges ....................................................................................... 272 4.3.1.4 Business Drivers .............................................................................................. 272 4.3.2Application ................................................................................................. 272 4.3.2.1 Europe Precision Agriculture Market (by Application), $Million, 2021-2027 .... 272 4.3.2.2 Europe Precision Agriculture Market (by Function), $Million, 2021-2027 ........ 273 4.3.2.3 Europe Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ................................................................................................................. 273 4.3.3Product ....................................................................................................... 273 4.3.3.1 Europe Precision Agriculture Market (by Technology), $Million, 2021-2027 ......................................................................................................................... 273 4.3.3.2 Europe Precision Agriculture Market (by Product), $Million, 2021-2027 ......... 274 4.3.3.3 Europe Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ........................................................................................................ 274 4.3.3.4 Europe Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .............................................................................. 275 4.3.3.5 Europe Precision Agriculture Market (by Software), $Million, 2021-2027 ....... 275 4.3.4Europe (by Country) .................................................................................. 275 Global Precision Agriculture Market 4.3.4.1 Germany .......................................................................................................... 276 4.3.4.1.1Market .................................................................................................................... 276 4.3.4.1.1.1Buyer Attributes .............................................................................................. 276 4.3.4.1.1.2Business Challenges ...................................................................................... 276 4.3.4.1.1.3Business Drivers ............................................................................................. 276 4.3.4.1.2Application .............................................................................................................. 277 14 All rights reserved at BIS Research Inc.

  15. 4.3.4.1.2.1Germany Precision Agriculture Market (by Application), $Million, 2021- 2027 ...................................................................................................................... 277 4.3.4.1.2.2Germany Precision Agriculture Market (by Function), $Million, 2021-2027 ........................................................................................................................ 277 4.3.4.1.2.3Germany Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 ............................................................................................................. 278 4.3.4.1.3Product ................................................................................................................... 278 4.3.4.1.3.1Germany Precision Agriculture Market (by Technology), $Million, 2021- 2027 ...................................................................................................................... 278 4.3.4.1.3.2Germany Precision Agriculture Market (by Product), $Million, 2021-2027 ........................................................................................................................ 278 4.3.4.1.3.3Germany Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 279 4.3.4.1.3.4Germany Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 ..................................................................... 279 4.3.4.1.3.5Germany Precision Agriculture Market (by Software), $Million, 2021- 2027 ...................................................................................................................... 279 4.3.4.2 France .............................................................................................................. 280 4.3.4.2.1Market .................................................................................................................... 280 4.3.4.2.1.1Buyer Attributes .............................................................................................. 280 4.3.4.2.1.2Business Challenges ...................................................................................... 280 4.3.4.2.1.3Business Drivers ............................................................................................. 280 4.3.4.2.2Application .............................................................................................................. 281 4.3.4.2.2.1France Precision Agriculture Market (by Application), $Million, 2021- 2027 ...................................................................................................................... 281 Global Precision Agriculture Market 4.3.4.2.2.2France Precision Agriculture Market (by Function), $Million, 2021-2027 ....... 281 4.3.4.2.2.3France Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ...................................................................................................................... 281 4.3.4.2.3Product ................................................................................................................... 282 4.3.4.2.3.1France Precision Agriculture Market (by Technology), $Million, 2021- 2027 ...................................................................................................................... 282 4.3.4.2.3.2France Precision Agriculture Market (by Product), $Million, 2021-2027 ........ 282 15 All rights reserved at BIS Research Inc.

  16. 4.3.4.2.3.3France Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 283 4.3.4.2.3.4France Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .................................................................................... 283 4.3.4.2.3.5France Precision Agriculture Market (by Software), $Million, 2021-2027 ...... 283 4.3.4.3 Netherlands ..................................................................................................... 284 4.3.4.3.1Market .................................................................................................................... 284 4.3.4.3.1.1Buyer Attributes .............................................................................................. 284 4.3.4.3.1.2Business Challenges ...................................................................................... 284 4.3.4.3.1.3Business Drivers ............................................................................................. 284 4.3.4.3.2Application .............................................................................................................. 285 4.3.4.3.2.1Netherlands Precision Agriculture Market (by Application), $Million, 2021-2027 ............................................................................................................. 285 4.3.4.3.2.2Netherlands Precision Agriculture Market (by Function), $Million, 2021- 2027 ...................................................................................................................... 285 4.3.4.3.2.3Netherlands Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 ............................................................................................................. 285 4.3.4.3.3Product ................................................................................................................... 286 4.3.4.3.3.1Netherlands Precision Agriculture Market (by Technology), $Million, 2021-2027 ............................................................................................................. 286 4.3.4.3.3.2Netherlands Precision Agriculture Market (by Product), $Million, 2021- 2027 ...................................................................................................................... 286 4.3.4.3.3.3Netherlands Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................... 287 4.3.4.3.3.4Netherlands Precision Agriculture Market (by Hardware Systems), By Global Precision Agriculture Market Volume, Thousand Unit, 2021-2027 ..................................................................... 287 4.3.4.3.3.5Netherlands Precision Agriculture Market (by Software), $Million, 2021- 2027 ...................................................................................................................... 287 4.3.4.4 Italy .................................................................................................................. 288 4.3.4.4.1Market .................................................................................................................... 288 4.3.4.4.1.1Buyer Attributes .............................................................................................. 288 4.3.4.4.1.2Business Challenges ...................................................................................... 288 16 All rights reserved at BIS Research Inc.

  17. 4.3.4.4.1.3Business Drivers ............................................................................................. 288 4.3.4.4.2Application .............................................................................................................. 289 4.3.4.4.2.1Italy Precision Agriculture Market (by Application), $Million, 2021-2027 ....... 289 4.3.4.4.2.2Italy Precision Agriculture Market (by Function), $Million, 2021-2027 ........... 289 4.3.4.4.2.3Italy Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ...................................................................................................................... 289 4.3.4.4.3Product ................................................................................................................... 290 4.3.4.4.3.1Italy Precision Agriculture Market (by Technology), $Million, 2021-2027 ...... 290 4.3.4.4.3.2Italy Precision Agriculture Market (by Product), $Million, 2021-2027 ............. 290 4.3.4.4.3.3Italy Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 291 4.3.4.4.3.4Italy Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .................................................................................... 291 4.3.4.4.3.5Italy Precision Agriculture Market (by Software), $Million, 2021-2027 ........... 291 4.3.4.5 Spain ................................................................................................................ 292 4.3.4.5.1Market .................................................................................................................... 292 4.3.4.5.1.1Buyer Attributes .............................................................................................. 292 4.3.4.5.1.2Business Challenges ...................................................................................... 292 4.3.4.5.1.3Business Drivers ............................................................................................. 292 4.3.4.5.2Application .............................................................................................................. 293 4.3.4.5.2.1Spain Precision Agriculture Market (by Application), $Million, 2021-2027 ..... 293 4.3.4.5.2.2Spain Precision Agriculture Market (by Function), $Million, 2021-2027 ......... 293 4.3.4.5.2.3Spain Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ...................................................................................................................... 293 Global Precision Agriculture Market 4.3.4.5.3Product ................................................................................................................... 294 4.3.4.5.3.1Spain Precision Agriculture Market (by Technology), $Million, 2021-2027 ........................................................................................................................ 294 4.3.4.5.3.2Spain Precision Agriculture Market (by Product), $Million, 2021-2027 .......... 294 4.3.4.5.3.3Spain Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 295 17 All rights reserved at BIS Research Inc.

  18. 4.3.4.5.3.4Spain Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .................................................................................... 295 4.3.4.5.3.5Spain Precision Agriculture Market (by Software), $Million, 2021-2027 ........ 295 4.3.4.6 Denmark .......................................................................................................... 296 4.3.4.6.1Market .................................................................................................................... 296 4.3.4.6.1.1Buyer Attributes .............................................................................................. 296 4.3.4.6.1.2Business Challenges ...................................................................................... 296 4.3.4.6.1.3Business Drivers ............................................................................................. 296 4.3.4.6.2Application .............................................................................................................. 297 4.3.4.6.2.1Denmark Precision Agriculture Market (by Application), $Million, 2021- 2027 ...................................................................................................................... 297 4.3.4.6.2.2Denmark Precision Agriculture Market (by Function), $Million, 2021-2027 ........................................................................................................................ 297 4.3.4.6.2.3Denmark Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 ............................................................................................................. 298 4.3.4.6.3Product ................................................................................................................... 298 4.3.4.6.3.1Denmark Precision Agriculture Market (by Technology), $Million, 2021- 2027 ...................................................................................................................... 298 4.3.4.6.3.2Denmark Precision Agriculture Market (by Product), $Million, 2021-2027 ........................................................................................................................ 298 4.3.4.6.3.3Denmark Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 299 4.3.4.6.3.4Denmark Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 ..................................................................... 299 4.3.4.6.3.5Denmark Precision Agriculture Market (by Software), $Million, 2021- Global Precision Agriculture Market 2027 ...................................................................................................................... 299 4.3.4.7 Rest-of-Europe ................................................................................................ 300 4.3.4.7.1Market .................................................................................................................... 300 4.3.4.7.1.1Buyer Attributes .............................................................................................. 300 4.3.4.7.1.2Business Challenges ...................................................................................... 300 4.3.4.7.1.3Business Drivers ............................................................................................. 300 4.3.4.7.2Application .............................................................................................................. 301 18 All rights reserved at BIS Research Inc.

  19. 4.3.4.7.2.1Rest-of-Europe Precision Agriculture Market (by Application), $Million, 2021-2027 ............................................................................................................. 301 4.3.4.7.2.2Rest-of-Europe Precision Agriculture Market (by Function), $Million, 2021-2027 ............................................................................................................. 301 4.3.4.7.2.3Rest-of-Europe Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 ............................................................................................... 302 4.3.4.7.3Product ................................................................................................................... 302 4.3.4.7.3.1Rest-of-Europe Precision Agriculture Market (by Technology), $Million, 2021-2027 ............................................................................................................. 302 4.3.4.7.3.2Rest-of-Europe Precision Agriculture Market (by Product), $Million, 2021-2027 ............................................................................................................. 302 4.3.4.7.3.3Rest-of-Europe Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................... 303 4.3.4.7.3.4Rest-of-Europe Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 ..................................................................... 303 4.3.4.7.3.5Rest-of-Europe Precision Agriculture Market (by Software), $Million, 2021-2027 ............................................................................................................. 303 U.K. U.K. ................................................................................................................. 305 4.4 4.4 4.4.1Market ......................................................................................................... 305 4.4.1.1 Buyer Attributes ............................................................................................... 305 4.4.1.2 Key Providers in the U.K. ................................................................................. 305 4.4.1.3 Business Challenges ....................................................................................... 306 4.4.1.4 Business Drivers .............................................................................................. 306 4.4.2Application ................................................................................................. 306 4.4.2.1 U.K. Precision Agriculture Market (by Application), $Million, 2021-2027 ......... 306 Global Precision Agriculture Market 4.4.2.2 U.K. Precision Agriculture Market (by Function), $Million, 2021-2027 ............ 307 4.4.2.3 U.K. Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 ......................................................................................................................... 307 4.4.3Product ....................................................................................................... 307 4.4.3.1 U.K. Precision Agriculture Market (by Technology), $Million, 2021-2027 ........ 307 4.4.3.2 U.K. Precision Agriculture Market (by Product), $Million, 2021-2027 .............. 308 19 All rights reserved at BIS Research Inc.

  20. 4.4.3.3 U.K. Precision Agriculture Market (by Hardware Systems), $Million, 2021- 2027 ................................................................................................................. 308 4.4.3.4 U.K. Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .............................................................................. 308 4.4.3.5 U.K. Precision Agriculture Market (by Software), $Million, 2021-2027 ............ 309 4.5 Middle East and Africa .................................................................................. 311 4.5.1Market ......................................................................................................... 311 4.5.1.1 Buyer Attributes ............................................................................................... 311 4.5.1.2 Key Providers in the Middle East and Africa .................................................... 311 4.5.1.3 Business Challenges ....................................................................................... 312 4.5.1.4 Business Drivers .............................................................................................. 312 4.5.2Application ................................................................................................. 312 4.5.2.1 Middle East and Africa Precision Agriculture Market (by Application), $Million, 2021-2027 ......................................................................................... 312 4.5.2.2 Middle East and Africa Precision Agriculture Market (by Function), $Million, 2021-2027 ........................................................................................................ 313 4.5.2.3 Middle East and Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 ......................................................................................... 313 4.5.3Product ....................................................................................................... 313 4.5.3.1 Middle East and Africa Precision Agriculture Market (by Technology), $Million, 2021-2027 ......................................................................................... 313 4.5.3.2 Middle East and Africa Precision Agriculture Market (by Product), $Million, 2021-2027 ........................................................................................................ 314 4.5.3.3 Middle East and Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ........................................................................ 314 Global Precision Agriculture Market 4.5.3.4 Middle East and Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .......................................... 315 4.5.3.5 Middle East and Africa Precision Agriculture Market (by Software), $Million, 2021-2027 ......................................................................................... 315 4.5.4Middle East and Africa (by Country) ........................................................ 315 4.5.4.1 Israel ................................................................................................................ 316 4.5.4.1.1Market .................................................................................................................... 316 20 All rights reserved at BIS Research Inc.

  21. 4.5.4.1.1.1Buyer Attributes .............................................................................................. 316 4.5.4.1.1.2Business Challenges ...................................................................................... 316 4.5.4.1.1.3Business Drivers ............................................................................................. 316 4.5.4.1.2Application .............................................................................................................. 316 4.5.4.1.2.1Israel Precision Agriculture Market (by Application), $Million, 2021-2027 ..... 316 4.5.4.1.2.2Israel Precision Agriculture Market (by Function), $Million, 2021-2027 ......... 317 4.5.4.1.2.3Israel Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ...................................................................................................................... 317 4.5.4.1.3Product ................................................................................................................... 318 4.5.4.1.3.1Israel Precision Agriculture Market (by Technology), $Million, 2021-2027 ........................................................................................................................ 318 4.5.4.1.3.2Israel Precision Agriculture Market (by Product), $Million, 2021-2027 .......... 318 4.5.4.1.3.3Israel Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 318 4.5.4.1.3.4Israel Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .................................................................................... 319 4.5.4.1.3.5Israel Precision Agriculture Market (by Software), $Million, 2021-2027 ......... 319 4.5.4.2 South Africa ..................................................................................................... 319 4.5.4.2.1Market .................................................................................................................... 320 4.5.4.2.1.1Buyer Attributes .............................................................................................. 320 4.5.4.2.1.2Business Challenges ...................................................................................... 320 4.5.4.2.1.3Business Drivers ............................................................................................. 320 4.5.4.2.2Application .............................................................................................................. 320 4.5.4.2.2.1South Africa Precision Agriculture Market (by Application), $Million, Global Precision Agriculture Market 2021-2027 ............................................................................................................. 320 4.5.4.2.2.2South Africa Precision Agriculture Market (by Function), $Million, 2021- 2027 ...................................................................................................................... 321 4.5.4.2.2.3South Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 ............................................................................................................. 321 4.5.4.2.3Product ................................................................................................................... 322 4.5.4.2.3.1South Africa Precision Agriculture Market (by Technology), $Million, 2021-2027 ............................................................................................................. 322 21 All rights reserved at BIS Research Inc.

  22. 4.5.4.2.3.2South Africa Precision Agriculture Market (by Product), $Million, 2021- 2027 ...................................................................................................................... 322 4.5.4.2.3.3South Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................... 322 4.5.4.2.3.4South Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 ..................................................................... 323 4.5.4.2.3.5South Africa Precision Agriculture Market (by Software), $Million, 2021- 2027 ...................................................................................................................... 323 4.5.4.3 Turkey .............................................................................................................. 323 4.5.4.3.1Market .................................................................................................................... 324 4.5.4.3.1.1Buyer Attributes .............................................................................................. 324 4.5.4.3.1.2Business Challenges ...................................................................................... 324 4.5.4.3.1.3Business Drivers ............................................................................................. 324 4.5.4.3.2Application .............................................................................................................. 324 4.5.4.3.2.1Turkey Precision Agriculture Market (by Application), $Million, 2021-2027 ........................................................................................................................ 324 4.5.4.3.2.2Turkey Precision Agriculture Market (by Function), $Million, 2021-2027 ....... 325 4.5.4.3.2.3Turkey Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ...................................................................................................................... 325 4.5.4.3.3Product ................................................................................................................... 326 4.5.4.3.3.1Turkey Precision Agriculture Market (by Technology), $Million, 2021- 2027 ...................................................................................................................... 326 4.5.4.3.3.2Turkey Precision Agriculture Market (by Product), $Million, 2021-2027 ........ 326 4.5.4.3.3.3Turkey Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 326 Global Precision Agriculture Market 4.5.4.3.3.4Turkey Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .................................................................................... 327 4.5.4.3.3.5Turkey Precision Agriculture Market (by Software), $Million, 2021-2027 ...... 327 4.5.4.4 Rest-of-Middle East and Africa ........................................................................ 327 4.5.4.4.1Market .................................................................................................................... 327 4.5.4.4.1.1Buyer Attributes .............................................................................................. 327 4.5.4.4.1.2Business Challenges ...................................................................................... 328 22 All rights reserved at BIS Research Inc.

  23. 4.5.4.4.1.3Business Drivers ............................................................................................. 328 4.5.4.4.2Application .............................................................................................................. 328 4.5.4.4.2.1Rest-of-Middle East and Africa Precision Agriculture Market (by Application), $Million, 2021-2027 .......................................................................... 328 4.5.4.4.2.2Rest-of-Middle East and Africa Precision Agriculture Market (by Function), $Million, 2021-2027 .............................................................................. 329 4.5.4.4.2.3Rest-of-Middle East and Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 .............................................................................. 329 4.5.4.4.3Product ................................................................................................................... 329 4.5.4.4.3.1Rest-of-Middle East and Africa Precision Agriculture Market (by Technology), $Million, 2021-2027 ......................................................................... 329 4.5.4.4.3.2Rest-of-Middle East and Africa Precision Agriculture Market (by Product), $Million, 2021-2027 ............................................................................................... 330 4.5.4.4.3.3Rest-of-Middle East and Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................. 330 4.5.4.4.3.4Rest-of-Middle East and Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .............................. 331 4.5.4.4.3.5Rest-of-Middle East and Africa Precision Agriculture Market (by Software), $Million, 2021-2027 ............................................................................. 331 4.6 China ............................................................................................................... 333 4.6.1Market ......................................................................................................... 333 4.6.1.1 Buyer Attributes ............................................................................................... 333 4.6.1.2 Key Providers in China .................................................................................... 333 4.6.1.3 Business Challenges ....................................................................................... 334 4.6.1.4 Business Drivers .............................................................................................. 334 Global Precision Agriculture Market 4.6.2Application ................................................................................................. 334 4.6.2.1 China Precision Agriculture Market (by Application), $Million, 2021-2027 ...... 334 4.6.2.2 China Precision Agriculture Market (by Function), $Million, 2021-2027 .......... 335 4.6.2.3 China Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ................................................................................................................. 335 4.6.3Product ....................................................................................................... 335 4.6.3.1 China Precision Agriculture Market (by Technology), $Million, 2021-2027 ..... 335 23 All rights reserved at BIS Research Inc.

  24. 4.6.3.2 China Precision Agriculture Market (by Product), $Million, 2021-2027 ........... 336 4.6.3.3 China Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ........................................................................................................ 336 4.6.3.4 China Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .............................................................................. 336 4.6.3.5 China Precision Agriculture Market (by Software), $Million, 2021-2027 .......... 337 4.7 Asia-Pacific and Japan .................................................................................. 339 4.7.1Market ......................................................................................................... 339 4.7.1.1 Buyer Attributes ............................................................................................... 339 4.7.1.2 Key Providers in Asia-Pacific and Japan ......................................................... 339 4.7.1.3 Business Challenges ....................................................................................... 340 4.7.1.4 Business Drivers .............................................................................................. 340 4.7.2Application ................................................................................................. 340 4.7.2.1 Asia-Pacific and Japan Precision Agriculture Market (by Application), $Million, 2021-2027 ......................................................................................... 340 4.7.2.2 Asia-Pacific and Japan Precision Agriculture Market (by Function), $Million, 2021-2027 ......................................................................................... 341 4.7.2.3 Asia-Pacific and Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 ......................................................................................... 341 4.7.3Product ....................................................................................................... 342 4.7.3.1 Asia-Pacific and Japan Precision Agriculture Market (by Technology), $Million, 2021-2027 ......................................................................................... 342 4.7.3.2 Asia-Pacific and Japan Precision Agriculture Market (by Product), $Million, 2021-2027 ........................................................................................................ 342 4.7.3.3 Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ........................................................................ 343 Global Precision Agriculture Market 4.7.3.4 Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .......................................... 343 4.7.3.5 Asia-Pacific and Japan Precision Agriculture Market (by Software), $Million, 2021-2027 ......................................................................................... 343 4.7.4Asia-Pacific and Japan (by Country) ....................................................... 344 4.7.4.1 Japan ............................................................................................................... 344 24 All rights reserved at BIS Research Inc.

  25. 4.7.4.1.1Market .................................................................................................................... 344 4.7.4.1.1.1Buyer Attributes .............................................................................................. 344 4.7.4.1.1.2Business Challenges ...................................................................................... 345 4.7.4.1.1.3Business Drivers ............................................................................................. 345 4.7.4.1.2Application .............................................................................................................. 345 4.7.4.1.2.1Japan Precision Agriculture Market (by Application), $Million, 2021-2027 ........................................................................................................................ 345 4.7.4.1.2.2Japan Precision Agriculture Market (by Function), $Million, 2021-2027 ........ 346 4.7.4.1.2.3Japan Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ...................................................................................................................... 346 4.7.4.1.3Product ................................................................................................................... 346 4.7.4.1.3.1Japan Precision Agriculture Market (by Technology), $Million, 2021-2027 ........................................................................................................................ 346 4.7.4.1.3.2Japan Precision Agriculture Market (by Product), $Million, 2021-2027 ......... 347 4.7.4.1.3.3Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 347 4.7.4.1.3.4Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .................................................................................... 347 4.7.4.1.3.5Japan Precision Agriculture Market (by Software), $Million, 2021-2027 ........ 348 4.7.4.2 Australia and New Zealand (ANZ) ................................................................... 348 4.7.4.2.1Market .................................................................................................................... 348 4.7.4.2.1.1Buyer Attributes .............................................................................................. 348 4.7.4.2.1.2Business Challenges ...................................................................................... 348 4.7.4.2.1.3Business Drivers ............................................................................................. 349 Global Precision Agriculture Market 4.7.4.2.2Application .............................................................................................................. 349 4.7.4.2.2.1Australia and New Zealand Precision Agriculture Market (by Application), $Million, 2021-2027 ............................................................................................... 349 4.7.4.2.2.2Australia and New Zealand Precision Agriculture Market (by Function), $Million, 2021-2027 ............................................................................................... 350 4.7.4.2.2.3Australia and New Zealand Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 .............................................................................. 350 4.7.4.2.3Product ................................................................................................................... 350 25 All rights reserved at BIS Research Inc.

  26. 4.7.4.2.3.1Australia and New Zealand Precision Agriculture Market (by Technology), $Million, 2021-2027 ......................................................................... 350 4.7.4.2.3.2Australia and New Zealand Precision Agriculture Market (by Product), $Million, 2021-2027 ............................................................................................... 351 4.7.4.2.3.3Australia and New Zealand Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 .............................................................................. 351 4.7.4.2.3.4Australia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 ..................................................................... 352 4.7.4.2.3.5Australia and New Zealand Precision Agriculture Market (by Software), $Million, 2021-2027 ............................................................................................... 352 4.7.4.3 India ................................................................................................................. 353 4.7.4.3.1Market .................................................................................................................... 353 4.7.4.3.1.1Buyer Attributes .............................................................................................. 353 4.7.4.3.1.2Business Challenges ...................................................................................... 353 4.7.4.3.1.3Business Drivers ............................................................................................. 353 4.7.4.3.2Application .............................................................................................................. 354 4.7.4.3.2.1India Precision Agriculture Market (by Application), $Million, 2021-2027 ...... 354 4.7.4.3.2.2India Precision Agriculture Market (by Function), $Million, 2021-2027 .......... 354 4.7.4.3.2.3India Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ...................................................................................................................... 355 4.7.4.3.3Product ................................................................................................................... 355 4.7.4.3.3.1India Precision Agriculture Market (by Technology), $Million, 2021-2027 ..... 355 4.7.4.3.3.2India Precision Agriculture Market (by Product), $Million, 2021-2027 ........... 355 4.7.4.3.3.3India Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 356 Global Precision Agriculture Market 4.7.4.3.3.4India Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .................................................................................... 356 4.7.4.3.3.5India Precision Agriculture Market (by Software), $Million, 2021-2027 .......... 356 4.7.4.4 Indonesia ......................................................................................................... 357 4.7.4.4.1Market .................................................................................................................... 357 4.7.4.4.1.1Buyer Attributes .............................................................................................. 357 4.7.4.4.1.2Business Challenges ...................................................................................... 357 26 All rights reserved at BIS Research Inc.

  27. 4.7.4.4.1.3Business Drivers ............................................................................................. 357 4.7.4.4.2Application .............................................................................................................. 358 4.7.4.4.2.1Indonesia Precision Agriculture Market (by Application), $Million, 2021- 2027 ...................................................................................................................... 358 4.7.4.4.2.2Indonesia Precision Agriculture Market (by Function), $Million, 2021- 2027 ...................................................................................................................... 358 4.7.4.4.2.3Indonesia Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 ............................................................................................................. 359 4.7.4.4.3Product ................................................................................................................... 359 4.7.4.4.3.1Indonesia Precision Agriculture Market (by Technology), $Million, 2021- 2027 ...................................................................................................................... 359 4.7.4.4.3.2Indonesia Precision Agriculture Market (by Product), $Million, 2021-2027 ........................................................................................................................ 359 4.7.4.4.3.3Indonesia Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 360 4.7.4.4.3.4Indonesia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 ..................................................................... 360 4.7.4.4.3.5Indonesia Precision Agriculture Market (by Software), $Million, 2021- 2027 ...................................................................................................................... 360 4.7.4.5 Vietnam ............................................................................................................ 361 4.7.4.5.1Market .................................................................................................................... 361 4.7.4.5.1.1Buyer Attributes .............................................................................................. 361 4.7.4.5.1.2Business Challenges ...................................................................................... 361 4.7.4.5.1.3Business Drivers ............................................................................................. 361 4.7.4.5.2Application .............................................................................................................. 362 Global Precision Agriculture Market 4.7.4.5.2.1Vietnam Precision Agriculture Market (by Application), $Million, 2021- 2027 ...................................................................................................................... 362 4.7.4.5.2.2Vietnam Precision Agriculture Market (by Function), $Million, 2021-2027 ........................................................................................................................ 362 4.7.4.5.2.3Vietnam Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 ...................................................................................................................... 363 4.7.4.5.3Product ................................................................................................................... 363 27 All rights reserved at BIS Research Inc.

  28. 4.7.4.5.3.1Vietnam Precision Agriculture Market (by Technology), $Million, 2021- 2027 ...................................................................................................................... 363 4.7.4.5.3.2Vietnam Precision Agriculture Market (by Product), $Million, 2021-2027 ...... 363 4.7.4.5.3.3Vietnam Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 364 4.7.4.5.3.4Vietnam Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 ..................................................................... 364 4.7.4.5.3.5Vietnam Precision Agriculture Market (by Software), $Million, 2021-2027 ........................................................................................................................ 364 4.7.4.6 Malaysia ........................................................................................................... 365 4.7.4.6.1Market .................................................................................................................... 365 4.7.4.6.1.1Buyer Attributes .............................................................................................. 365 4.7.4.6.1.2Business Challenges ...................................................................................... 365 4.7.4.6.1.3Business Drivers ............................................................................................. 365 4.7.4.6.2Application .............................................................................................................. 366 4.7.4.6.2.1Malaysia Precision Agriculture Market (by Application), $Million, 2021- 2027 ...................................................................................................................... 366 4.7.4.6.2.2Malaysia Precision Agriculture Market (by Function), $Million, 2021-2027 ........................................................................................................................ 366 4.7.4.6.2.3Malaysia Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 ............................................................................................................. 367 4.7.4.6.3Product ................................................................................................................... 367 4.7.4.6.3.1Malaysia Precision Agriculture Market (by Technology), $Million, 2021- 2027 ...................................................................................................................... 367 4.7.4.6.3.2Malaysia Precision Agriculture Market (by Product), $Million, 2021-2027 ..... 367 Global Precision Agriculture Market 4.7.4.6.3.3Malaysia Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................................................................. 368 4.7.4.6.3.4Malaysia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 ..................................................................... 368 4.7.4.6.3.5Malaysia Precision Agriculture Market (by Software), $Million, 2021-2027 ........................................................................................................................ 368 4.7.4.7 Rest-of-Asia-Pacific and Japan ....................................................................... 369 28 All rights reserved at BIS Research Inc.

  29. 4.7.4.7.1Market .................................................................................................................... 369 4.7.4.7.1.1Buyer Attributes .............................................................................................. 369 4.7.4.7.1.2Business Challenges ...................................................................................... 369 4.7.4.7.1.3Business Drivers ............................................................................................. 369 4.7.4.7.2Application .............................................................................................................. 370 4.7.4.7.2.1Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Application), $Million, 2021-2027 .......................................................................... 370 4.7.4.7.2.2Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Function), $Million, 2021-2027 .............................................................................. 370 4.7.4.7.2.3Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 .............................................................................. 371 4.7.4.7.3Product ................................................................................................................... 371 4.7.4.7.3.1Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Technology), $Million, 2021-2027 ......................................................................... 371 4.7.4.7.3.2Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Product), $Million, 2021-2027 ............................................................................... 371 4.7.4.7.3.3Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 ............................................................. 372 4.7.4.7.3.4Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 .............................. 372 4.7.4.7.3.5Rest-of-Asia-Pacific and Japan Precision Agriculture Market (by Software), $Million, 2021-2027 ............................................................................. 373 5. Markets - Competitive Benchmarking & Company Profiles ...... 374 5.1 Competitive Benchmarking .......................................................................... 375 5.1.1Precision Agriculture Equipment Manufacturers ................................... 375 Global Precision Agriculture Market 5.1.2Precision Agriculture Software and Service Providers .......................... 377 5.2 Market Share Analysis .................................................................................. 379 5.2.1Market Share Analysis of Global Precision Agriculture Equipment Manufacturers ............................................................................................ 379 5.2.2Market Share Analysis of Global Precision Agriculture Software and Service Providers ............................................................................... 380 29 All rights reserved at BIS Research Inc.

  30. 5.2.3Market Ranking Analysis of Global Precision Agriculture Companies (B2B) ....................................................................................... 382 5.2.4Market Ranking Analysis of Global Precision Agriculture Companies (B2C) ....................................................................................... 382 5.3 Company Profiles .......................................................................................... 384 5.3.1Precision Agriculture Equipment Manufacturers ................................... 384 5.3.1.1 AGCO Corporation .......................................................................................... 384 5.3.1.1.1Overview ................................................................................................................ 384 5.3.1.1.1.1Role of AGCO Corporation in the Global Precision Agriculture Market ......... 384 5.3.1.1.1.2Product Portfolio ............................................................................................. 384 5.3.1.1.2Business Strategies ............................................................................................... 386 5.3.1.1.2.1Product Developments ................................................................................... 386 5.3.1.1.3Corporate Strategies .............................................................................................. 386 5.3.1.1.3.1Mergers and Acquisitions ............................................................................... 386 5.3.1.1.3.2Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 387 5.3.1.1.4Analyst View ........................................................................................................... 388 5.3.1.2 CLAAS Group .................................................................................................. 389 5.3.1.2.1Company Overview ................................................................................................ 389 5.3.1.2.1.1Role of CLAAS Group in the Global Precision Agriculture Market ................. 389 5.3.1.2.1.2Product Portfolio ............................................................................................. 389 5.3.1.2.2Business Strategies ............................................................................................... 390 5.3.1.2.2.1Product Developments ................................................................................... 390 5.3.1.2.3Corporate Strategies .............................................................................................. 390 5.3.1.2.3.1Mergers and Acquisitions ............................................................................... 390 Global Precision Agriculture Market 5.3.1.2.3.2Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 391 5.3.1.2.4Analyst View ........................................................................................................... 391 5.3.1.3 CNH Industrial N.V. ......................................................................................... 393 5.3.1.3.1Company Overview ................................................................................................ 393 5.3.1.3.1.1Role of CNH Industrial N.V. in the Global Precision Agriculture Market ........ 393 5.3.1.3.1.2Product Portfolio ............................................................................................. 394 30 All rights reserved at BIS Research Inc.

  31. 5.3.1.3.2Business Strategies ............................................................................................... 395 5.3.1.3.2.1Product Developments ................................................................................... 395 5.3.1.3.2.2Business Expansions ...................................................................................... 396 5.3.1.3.3Corporate Strategies .............................................................................................. 396 5.3.1.3.3.1Mergers and Acquisitions ............................................................................... 396 5.3.1.3.3.2Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 397 5.3.1.3.4Analyst View ........................................................................................................... 398 5.3.1.4 Deere & Company ........................................................................................... 399 5.3.1.4.1Company Overview ................................................................................................ 399 5.3.1.4.1.1Role of Deere & Company in the Global Precision Agriculture Market .......... 399 5.3.1.4.1.2Product Portfolio ............................................................................................. 399 5.3.1.4.2Business Strategies ............................................................................................... 401 5.3.1.4.2.1Product Developments ................................................................................... 401 5.3.1.4.2.2Business Expansions ...................................................................................... 402 5.3.1.4.3Corporate Strategies .............................................................................................. 402 5.3.1.4.3.1Mergers and Acquisitions ............................................................................... 402 5.3.1.4.3.2Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 403 5.3.1.4.4Analyst View ........................................................................................................... 404 5.3.1.5 Hexagon Agriculture ........................................................................................ 405 5.3.1.5.1Company Overview ................................................................................................ 405 5.3.1.5.1.1Role of Hexagon Agriculture in the Global Precision Agriculture Market ....... 405 5.3.1.5.1.2Product Portfolio ............................................................................................. 405 5.3.1.5.2Business Strategies ............................................................................................... 407 Global Precision Agriculture Market 5.3.1.5.2.1Product Developments ................................................................................... 407 5.3.1.5.2.2Business Expansions ...................................................................................... 408 5.3.1.5.3Corporate Strategies .............................................................................................. 408 5.3.1.5.3.1Mergers and Acquisitions ............................................................................... 408 5.3.1.5.3.2Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 409 5.3.1.5.4Analyst View ........................................................................................................... 410 5.3.1.6 Kubota Corporation .......................................................................................... 411 31 All rights reserved at BIS Research Inc.

  32. 5.3.1.6.1Company Overview ................................................................................................ 411 5.3.1.6.1.1Role of Kubota Corporation in the Global Precision Agriculture Market ........ 411 5.3.1.6.1.2Product Portfolio ............................................................................................. 411 5.3.1.6.2Business Strategies ............................................................................................... 412 5.3.1.6.2.1Business Expansions ...................................................................................... 412 5.3.1.6.3Corporate Strategies .............................................................................................. 412 5.3.1.6.3.1Mergers and Acquisitions ............................................................................... 412 5.3.1.6.3.2Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 413 5.3.1.6.4Analyst View ........................................................................................................... 415 5.3.1.7 TeeJet Technologies ....................................................................................... 416 5.3.1.7.1Company Overview ................................................................................................ 416 5.3.1.7.1.1Role of TeeJet Technologies in the Global Precision Agriculture Market ...... 416 5.3.1.7.1.2Product Portfolio ............................................................................................. 416 5.3.1.7.2Business Strategies ............................................................................................... 417 5.3.1.7.2.1Product Developments ................................................................................... 417 5.3.1.7.2.2Business Expansions ...................................................................................... 417 5.3.1.7.3Analyst View ........................................................................................................... 418 5.3.1.8 The Toro Company .......................................................................................... 419 5.3.1.8.1Company Overview ................................................................................................ 419 5.3.1.8.1.1Role of The Toro Company in the Global Precision Agriculture Market ......... 419 5.3.1.8.1.2Product Portfolio ............................................................................................. 419 5.3.1.8.2Business Strategies ............................................................................................... 420 5.3.1.8.2.1Product Developments ................................................................................... 420 Global Precision Agriculture Market 5.3.1.8.2.2Business Expansions ...................................................................................... 421 5.3.1.8.3Corporate Strategies .............................................................................................. 421 5.3.1.8.3.1Mergers and Acquisitions ............................................................................... 421 5.3.1.8.3.2Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 422 5.3.1.8.4Analyst View ........................................................................................................... 422 5.3.1.9 Topcon Corporation ......................................................................................... 423 5.3.1.9.1Company Overview ................................................................................................ 423 32 All rights reserved at BIS Research Inc.

  33. 5.3.1.9.1.1Role of Topcon Corporation in the Global Precision Agriculture Market ........ 423 5.3.1.9.1.2Product Portfolio ............................................................................................. 423 5.3.1.9.2Business Strategies ............................................................................................... 424 5.3.1.9.2.1Product Developments ................................................................................... 424 5.3.1.9.2.2Business Expansions ...................................................................................... 425 5.3.1.9.3Corporate Strategies .............................................................................................. 425 5.3.1.9.3.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 425 5.3.1.9.4Analyst View ........................................................................................................... 426 5.3.1.10 Yanmar Co. Ltd. ............................................................................................... 427 5.3.1.10.1Company Overview ................................................................................................ 427 5.3.1.10.1.1Role of Yanmar Co. Ltd. in the Global Precision Agriculture Market ............. 427 5.3.1.10.1.2Product Portfolio ............................................................................................. 427 5.3.1.10.2Business Strategies ............................................................................................... 428 5.3.1.10.2.1Product Developments ................................................................................... 428 5.3.1.10.2.2Business Expansions ...................................................................................... 429 5.3.1.10.3Corporate Strategies .............................................................................................. 429 5.3.1.10.3.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 429 5.3.1.10.4Analyst View ........................................................................................................... 429 5.3.2Precision Agriculture Software and Service Providers .......................... 431 5.3.2.1 Accenture ......................................................................................................... 431 5.3.2.1.1Company Overview ................................................................................................ 431 5.3.2.1.1.1Role of Accenture in the Global Precision Agriculture Market ........................ 431 5.3.2.1.1.2Product Portfolio ............................................................................................. 431 Global Precision Agriculture Market 5.3.2.1.2Business Strategies ............................................................................................... 432 5.3.2.1.2.1Business Expansions ...................................................................................... 432 5.3.2.1.3Corporate Strategies .............................................................................................. 432 5.3.2.1.3.1Mergers and Acquisitions ............................................................................... 432 5.3.2.1.4Analyst View ........................................................................................................... 433 5.3.2.2 AGRIVI ............................................................................................................. 434 5.3.2.2.1Company Overview ................................................................................................ 434 33 All rights reserved at BIS Research Inc.

  34. 5.3.2.2.1.1Role of AGRIVI in the Global Precision Agriculture Market ............................ 434 5.3.2.2.1.2Product Portfolio ............................................................................................. 434 5.3.2.2.2Business Strategies ............................................................................................... 435 5.3.2.2.2.1Product Developments ................................................................................... 435 5.3.2.2.2.2Business Expansions ...................................................................................... 435 5.3.2.2.3Corporate Strategies .............................................................................................. 435 5.3.2.2.3.1Mergers and Acquisitions ............................................................................... 435 5.3.2.2.3.2Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 435 5.3.2.2.4Analyst View ........................................................................................................... 437 5.3.2.3 Amazon Web Services, Inc. ............................................................................. 438 5.3.2.3.1Company Overview ................................................................................................ 438 5.3.2.3.1.1Role of Amazon Web Services, Inc. in the Global Precision Agriculture Market ................................................................................................................... 438 5.3.2.3.1.2Product Portfolio ............................................................................................. 438 5.3.2.3.2Business Strategies ............................................................................................... 439 5.3.2.3.2.1Product Developments ................................................................................... 439 5.3.2.3.2.2Business Expansions ...................................................................................... 439 5.3.2.3.3Corporate Strategies .............................................................................................. 440 5.3.2.3.3.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 440 5.3.2.3.4Analyst View ........................................................................................................... 441 5.3.2.4 BASF SE .......................................................................................................... 442 5.3.2.4.1Company Overview ................................................................................................ 442 5.3.2.4.1.1Role of BASF SE in the Global Precision Agriculture Market ......................... 442 Global Precision Agriculture Market 5.3.2.4.1.2Product Portfolio ............................................................................................. 442 5.3.2.4.2Business Strategies ............................................................................................... 443 5.3.2.4.2.1Product Developments ................................................................................... 443 5.3.2.4.2.2Business Expansions ...................................................................................... 444 5.3.2.4.3Corporate Strategies .............................................................................................. 444 5.3.2.4.3.1Mergers and Acquisitions ............................................................................... 444 5.3.2.4.3.2Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 444 34 All rights reserved at BIS Research Inc.

  35. 5.3.2.4.4Analyst View ........................................................................................................... 446 5.3.2.5 Climate LLC (Bayer Climate FieldView) .......................................................... 447 5.3.2.5.1Company Overview ................................................................................................ 447 5.3.2.5.1.1Role of Climate LLC in the Global Precision Agriculture Market .................... 447 5.3.2.5.1.2Product Portfolio ............................................................................................. 447 5.3.2.5.2Business Strategies ............................................................................................... 448 5.3.2.5.2.1Product Developments ................................................................................... 448 5.3.2.5.2.2Business Expansions ...................................................................................... 448 5.3.2.5.3Corporate Strategies .............................................................................................. 449 5.3.2.5.3.1Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 449 5.3.2.5.4Analyst View ........................................................................................................... 450 5.3.2.6 Granular Inc. .................................................................................................... 451 5.3.2.6.1Company Overview ................................................................................................ 451 5.3.2.6.1.1Role of Granular Inc. in the Global Precision Agriculture Market ................... 451 5.3.2.6.1.2Product Portfolio ............................................................................................. 451 5.3.2.6.2Business Strategies ............................................................................................... 452 5.3.2.6.2.1Product Developments ................................................................................... 452 5.3.2.6.3Corporate Strategies .............................................................................................. 452 5.3.2.6.3.1Mergers and Acquisitions ............................................................................... 452 5.3.2.6.3.2Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 452 5.3.2.6.4Analyst View ........................................................................................................... 453 5.3.2.7 IBM Corporation ............................................................................................... 454 5.3.2.7.1Company Overview ................................................................................................ 454 Global Precision Agriculture Market 5.3.2.7.1.1Role of IBM Corporation in the Global Precision Agriculture Market ............. 454 5.3.2.7.1.2Product Portfolio ............................................................................................. 454 5.3.2.7.2Business Strategies ............................................................................................... 455 5.3.2.7.2.1Product Developments ................................................................................... 455 5.3.2.7.2.2Business Expansions ...................................................................................... 455 5.3.2.7.3Corporate Strategies .............................................................................................. 456 5.3.2.7.3.1Mergers and Acquisitions ............................................................................... 456 35 All rights reserved at BIS Research Inc.

  36. 5.3.2.7.3.2Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 456 5.3.2.7.4Analyst View ........................................................................................................... 457 5.3.2.8 Microsoft Corporation ...................................................................................... 458 5.3.2.8.1Company Overview ................................................................................................ 458 5.3.2.8.1.1Role of Microsoft Corporation in the Global Precision Agriculture Market ..... 458 5.3.2.8.1.2Product Portfolio ............................................................................................. 458 5.3.2.8.2Business Strategies ............................................................................................... 459 5.3.2.8.2.1Product Developments ................................................................................... 459 5.3.2.8.2.2Business Expansions ...................................................................................... 459 5.3.2.8.3Corporate Strategies .............................................................................................. 459 5.3.2.8.3.1Mergers and Acquisitions ............................................................................... 459 5.3.2.8.3.2Partnerships, Joint Ventures, Collaborations, and Alliances .......................... 460 5.3.2.8.4Analyst View ........................................................................................................... 462 5.3.2.9 X Development LLC (Alphabet Inc.) ................................................................ 464 5.3.2.9.1Company Overview ................................................................................................ 464 5.3.2.9.1.1Role of X Development LLC (Alphabet Inc.) in the Global Precision Agriculture Market ................................................................................................. 464 5.3.2.9.1.2Product Portfolio ............................................................................................. 464 5.3.2.9.2Analyst View ........................................................................................................... 465 5.3.2.10 Other Key Players ............................................................................................ 466 6.Research Methodology ............................................................ 470 6.1.1Primary Data Sources ............................................................................... 470 6.1.2Secondary Data Sources .......................................................................... 470 Global Precision Agriculture Market 6.2 Market Estimation and Forecast ................................................................... 473 36 All rights reserved at BIS Research Inc.

  37. List of Figures Figure 1:Global Precision Agriculture Market, $Million, 2021-2027 Figure 2:Market Dynamics of the Global Precision Agriculture Market Figure 3:Global Precision Agriculture Market (by Application), $Million, 2021-2027 Figure 4:Global Precision Agriculture Market (by Function), $Million, 2021-2027 Figure 5:Global Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Figure 6:Global Precision Agriculture Market (by Technology), $Million, 2021-2027 Figure 7:Global Precision Agriculture Market (by Product), $Million, 2021-2027 Figure 8:Global Precision Agriculture Market (by Region), $Million, 2021 Figure 9:Global Precision Agriculture Market Coverage Figure 10:Estimation of Global Population and Agricultural Land, 1991-2021 Figure 11:Estimation of Global IoT Projects by Applications, 2022 Figure 12:Estimation of GNSS Installation Base by Applications, 2021 and 2031 Figure 13:Global Precision Agriculture Market Ecosystem Figure 14:Global Agriculture Drone Market (by Revenue), $Billion, 2021-2027 Figure 15:Global Agriculture Robot Market (by Revenue), $Billion, 2021-2027 Figure 16:Employment in Agriculture (Percentage of Total Employment), 2015-2019 Figure 17:Share of Agricultural Land by Small Farms Figure 18:Internet Penetration % of Total Population by Region Figure 19:Share of Key Market Strategies and Developments, January 2019-AugustWH 2022 Figure 20:Share of Product Developments and Innovations (by Company), January 2019-August 2022 Figure 21:Share of Market Developments (by Company), January 2019-August 2022 Global Precision Agriculture Market Figure 22:Share of Mergers and Acquisitions (by Company), January 2019-August 2022 Figure 23:Share of Partnerships, Collaborations, and Joint Ventures (by Company), January 2019-August 2022 Figure 24:Other Investments (by Company), January 2019-August 2022 Figure 25:Applications of 5G in Agricultural Operations Figure 26:Total Investment and Number of Funding Deals, January 2018-August 2022 37 All rights reserved at BIS Research Inc.

  38. Figure 27:Country-Wise Funding Share in the Global Precision Agriculture Market, 2021 Figure 28:Top Investors in the Global Precision Agriculture Market, 2021 Figure 29:COVID-19 Impact on the Global Precision Agriculture Market Figure 30:Russia-Ukraine War Impact on the Global Precision Agriculture Market Figure 31:Product Categories in Sub-Segments, by Function Figure 32:Patents Filed or Granted for Global Precision Agriculture Market, January 2019-August 2022 Figure 33:Patent Analysis (by Application), January 2019-August 2022 Figure 34:Patent Analysis (by Technology), January 2019-August 2022 Figure 35:Patent Analysis (by Key Enabling Technologies), January 2019-August 2022 Figure 36:Patent Analysis (by Organization), January 2019-August 2022 Figure 37:Patent Analysis (by Patent Office), January 2019-August 2022 Figure 38:Value Chain of the Global Precision Agriculture Market Figure 39:Competitive Market High and Low Matrix for Precision Agriculture Equipment Manufacturers Figure 40:Competitive Market High and Low Matrix for Precision Agriculture Software and Service Providers Figure 41:Market Share Analysis of Precision Agriculture Equipment Manufacturers, 2021 Figure 42:Share Analysis of Precision Agriculture Software and Service Providers, 2021 Figure 43:Global Precision Agriculture Market: Research Methodology Figure 44:Data Triangulation Figure 45:Top-Down and Bottom-Up Approach Figure 46:Assumptions and Limitations Global Precision Agriculture Market 38 All rights reserved at BIS Research Inc.

  39. List of Tables Table 1: Key Consortiums and Associations in the Global Precision Agriculture Market Table 2: Key Regulatory Frameworks Table 3: Government Initiatives to Promote Precision Agriculture Table 4: Classification of Drones in the Global Precision Agriculture Market Table 5: Major Market Players providing Drones in the Global Precision Agriculture Market Table 6: Types of Robots in the Global Precision Agriculture Market Table 7: Key Market Players Providing Robots in the Global Precision Agriculture Market Table 8: Precision Agriculture Benefits Table 9: Estimated Investment Costs and Service Contracts for Precision Agriculture Technologies Table 10:Key Startups in the Global Precision Agriculture Market Table 11:Top Funding Deals by the Startups in the Global Precision Agriculture Market, 2021 Table 12:Future Investment Trends in the Global Precision Agriculture Startup Ecosystem by Regions or Countries Table 13:Key Field Monitoring Technologies Utilized for Global Precision Agriculture Market Table 14:Key Market Players in Field Monitoring Services Table 15:Key Crop Forecasting Technologies Utilized in the Global Precision Agriculture Market Table 16:Organizations Offering Crop Forecasting Services Table 17:Major Precision Planting Technologies Utilized in the Global Precision Agriculture Market Table 18:Key Players Offering Precision Planting Services Table 19:Key Precision Spraying Technologies Utilized in the Global Precision Agriculture Market Table 20:Key Players Offering Precision Spraying Services Global Precision Agriculture Market Table 21:Key Precision Fertilization Technologies Utilized in the Global Precision Agriculture Market Table 22:Key Players Offering Precision Fertilization Services Table 23:Major Precision Irrigation Methods for Global Precision Agriculture Market Table 24:Market Players Offering Precision Irrigation Services Table 25:Key Farm Management Technologies Utilized in the Global Precision Agriculture Market Table 26:Key Companies Providing Farm Management Services 39 All rights reserved at BIS Research Inc.

  40. Table 27:Global Precision Agriculture Market (by Application), $Million, 2021-2027 Table 28:Key Companies Providing Farm Management Services Table 29:Companies Providing Field Management Services Table 30:Companies Providing Fleet Management Services Table 31:Global Precision Agriculture Market (by Function), $Million, 2021-2027 Table 32:Key Precision Agriculture Technologies Used for Cultivating Cereals Table 33:Key Precision Agriculture Technologies Used for Cultivating Oil Crops Table 34:Key Precision Agriculture Technologies Used for Cultivating Industrial Crops Table 35:Key Precision Agriculture Technologies Used for Cultivating Fruits Table 36:Key Precision Agriculture Technologies Used for Cultivating Vegetables Table 37:Key Precision Agriculture Sensors Used for Cultivating Vegetables Table 38:Key Precision Agriculture Technologies Used for Cultivating Nuts Table 39:Global Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 40:Guidance Technology Provided by Key Companies Operating in Precision Agriculture Market Table 41:Sensing Technology Advantages in Various Applications Table 42:Sensing Technology Provided by Key Companies Operating in Precision Agriculture Market Table 43:Variable Rate Application Technology Provided by Key Companies Operating in Precision Agriculture Market Table 44:Data Analytics and Intelligence Provided by Key Companies Operating in Precision Agriculture Market Table 45:Global Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 46:Key Market Player Providing Display or Yield Monitoring Components for Precision Agriculture Table 47:Key Market Player Providing Flow and Application Rate Control Valve Components for Precision Global Precision Agriculture Market Agriculture Table 48:Key Types of Sensing and Navigation Components for Precision Agriculture Table 49:Key Companies Providing Sensing Components for Precision Agriculture Table 50:Key Companies Providing GPS/GNSS for Precision Agriculture Table 51:Key Companies Providing Guidance and Steering Components for Precision Agriculture Table 52:Key Companies Offering Climate Control Components for Precision Agriculture 40 All rights reserved at BIS Research Inc.

  41. Table 53:Key Companies Offering LED Grow Lights for Precision Agriculture Table 54:Key Companies Providing Software for Precision Agriculture Table 55:Key Companies Providing Farm Operation Management Software Table 56:Key Companies Providing Hardware Control Application Software Table 57:Companies Providing Data and Predictive Analytics Software Table 58:Global Precision Agriculture Market (by Product), $Million, 2021-2027 Table 59:Global Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 60:Global Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 61:Global Precision Agriculture Market (by Software), $Million, 2021-2027 Table 62:Primary Application or Technology Focused by Key Players in Patent Filing Table 63:Global Precision Agriculture Market (by Region), $Million, 2021-2027 Table 64:North America Precision Agriculture Market (by Application), $Million, 2021-2027 Table 65:North America Precision Agriculture Market (by Function), $Million, 2021-2027 Table 66:North America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 67:North America Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 68:North America Precision Agriculture Market (by Product), $Million, 2021-2027 Table 69:North America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 70:North America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 Table 71:North America Precision Agriculture Market (by Software), $Million, 2021-2027 Table 72:North America Precision Agriculture Market (by Country), $Million, 2021-2027 Table 73:U.S. Precision Agriculture Market (by Application), $Million, 2021-2027 Global Precision Agriculture Market Table 74:U.S. Precision Agriculture Market (by Function), $Million, 2021-2027 Table 75:U.S. Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 76:U.S. Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 77:U.S. Precision Agriculture Market (by Product), $Million, 2021-2027 Table 78:U.S. Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 41 All rights reserved at BIS Research Inc.

  42. Table 79:U.S. Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 80:U.S. Precision Agriculture Market (by Software), $Million, 2021-2027 Table 81:Canada Precision Agriculture Market (by Application), $Million, 2021-2027 Table 82:Canada Precision Agriculture Market (by Function), $Million, 2021-2027 Table 83:Canada Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 84:Canada Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 85:Canada Precision Agriculture Market (by Product), $Million, 2021-2027 Table 86:Canada Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 87:Canada Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 88:Canada Precision Agriculture Market (by Software), $Million, 2021-2027 Table 89:South America Precision Agriculture Market (by Application), $Million, 2021-2027 Table 90:South America Precision Agriculture Market (by Function), $Million, 2021-2027 Table 91:South America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 92:South America Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 93:South America Precision Agriculture Market (by Product), $Million, 2021-2027 Table 94:South America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 95:South America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 Table 96:South America Precision Agriculture Market (by Software), $Million, 2021-2027 Table 97:South America Precision Agriculture Market (by Country), $Million, 2021-2027 Table 98:Brazil Precision Agriculture Market (by Application), $Million, 2021-2027 Global Precision Agriculture Market Table 99:Brazil Precision Agriculture Market (by Function), $Million, 2021-2027 Table 100:Brazil Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 101:Brazil Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 102:Brazil Precision Agriculture Market (by Product), $Million, 2021-2027 Table 103:Brazil Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 104:Brazil Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 42 All rights reserved at BIS Research Inc.

  43. Table 105:Brazil Precision Agriculture Market (by Software), $Million, 2021-2027 Table 106:Argentina Precision Agriculture Market (by Application), $Million, 2021-2027 Table 107:Argentina Precision Agriculture Market (by Function), $Million, 2021-2027 Table 108:Argentina Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 109:Argentina Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 110:Argentina Precision Agriculture Market (by Product), $Million, 2021-2027 Table 111:Argentina Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 112:Argentina Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 Table 113:Argentina Precision Agriculture Market (by Software), $Million, 2021-2027 Table 114:Chile Precision Agriculture Market (by Application), $Million, 2021-2027 Table 115:Chile Precision Agriculture Market (by Function), $Million, 2021-2027 Table 116:Chile Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 117:Chile Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 118:Chile Precision Agriculture Market (by Product), $Million, 2021-2027 Table 119:Chile Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 120:Chile Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 121:Chile Precision Agriculture Market (by Software), $Million, 2021-2027 Table 122:Peru Precision Agriculture Market (by Application), $Million, 2021-2027 Table 123:Peru Precision Agriculture Market (by Function), $Million, 2021-2027 Table 124:Peru Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 125:Peru Precision Agriculture Market (by Technology), $Million, 2021-2027 Global Precision Agriculture Market Table 126:Peru Precision Agriculture Market (by Product), $Million, 2021-2027 Table 127:Peru Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 128:Peru Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 129:Peru Precision Agriculture Market (by Software), $Million, 2021-2027 Table 130:Mexico Precision Agriculture Market (by Application), $Million, 2021-2027 43 All rights reserved at BIS Research Inc.

  44. Table 131:Mexico Precision Agriculture Market (by Function), $Million, 2021-2027 Table 132:Mexico Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 133:Mexico Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 134:Mexico Precision Agriculture Market (by Product), $Million, 2021-2027 Table 135:Mexico Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 136:Mexico Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 137:Mexico Precision Agriculture Market (by Software), $Million, 2021-2027 Table 138:Rest-of-South America Precision Agriculture Market (by Application), $Million, 2021-2027 Table 139:Rest-of-South America Precision Agriculture Market (by Function), $Million, 2021-2027 Table 140:Rest-of-South America Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 141:Rest-of-South America Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 142:Rest-of-South America Precision Agriculture Market (by Product), $Million, 2021-2027 Table 143:Rest-of-South America Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 144:Rest-of-South America Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 Table 145:Rest-of-South America Precision Agriculture Market (by Software), $Million, 2021-2027 Table 146:Europe Precision Agriculture Market (by Application), $Million, 2021-2027 Table 147:Europe Precision Agriculture Market (by Function), $Million, 2021-2027 Table 148:Europe Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 149:Europe Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 150:Europe Precision Agriculture Market (by Product), $Million, 2021-2027 Table 151:Europe Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Global Precision Agriculture Market Table 152:Europe Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 153:Europe Precision Agriculture Market (by Software), $Million, 2021-2027 Table 154:Europe Precision Agriculture Market (by Country), $Million, 2021-2027 Table 155:Germany Precision Agriculture Market (by Application), $Million, 2021-2027 Table 156:Germany Precision Agriculture Market (by Function), $Million, 2021-2027 44 All rights reserved at BIS Research Inc.

  45. Table 157:Germany Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 158:Germany Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 159:Germany Precision Agriculture Market (by Product), $Million, 2021-2027 Table 160:Germany Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 161:Germany Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 Table 162:Germany Precision Agriculture Market (by Software), $Million, 2021-2027 Table 163:France Precision Agriculture Market (by Application), $Million, 2021-2027 Table 164:France Precision Agriculture Market (by Function), $Million, 2021-2027 Table 165:France Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 166:France Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 167:France Precision Agriculture Market (by Product), $Million, 2021-2027 Table 168:France Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 169:France Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 170:France Precision Agriculture Market (by Software), $Million, 2021-2027 Table 171:Netherlands Precision Agriculture Market (by Application), $Million, 2021-2027 Table 172:Netherlands Precision Agriculture Market (by Function), $Million, 2021-2027 Table 173:Netherlands Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 174:Netherlands Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 175:Netherlands Precision Agriculture Market (by Product), $Million, 2021-2027 Table 176:Netherlands Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 177:Netherlands Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, Global Precision Agriculture Market 2021-2027 Table 178:Netherlands Precision Agriculture Market (by Software), $Million, 2021-2027 Table 179:Italy Precision Agriculture Market (by Application), $Million, 2021-2027 Table 180:Italy Precision Agriculture Market (by Function), $Million, 2021-2027 Table 181:Italy Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 182:Italy Precision Agriculture Market (by Technology), $Million, 2021-2027 45 All rights reserved at BIS Research Inc.

  46. Table 183:Italy Precision Agriculture Market (by Product), $Million, 2021-2027 Table 184:Italy Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 185:Italy Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 186:Italy Precision Agriculture Market (by Software), $Million, 2021-2027 Table 187:Spain Precision Agriculture Market (by Application), $Million, 2021-2027 Table 188:Spain Precision Agriculture Market (by Function), $Million, 2021-2027 Table 189:Spain Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 190:Spain Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 191:Spain Precision Agriculture Market (by Product), $Million, 2021-2027 Table 192:Spain Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 193:Spain Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 194:Spain Precision Agriculture Market (by Software), $Million, 2021-2027 Table 195:Denmark Precision Agriculture Market (by Application), $Million, 2021-2027 Table 196:Denmark Precision Agriculture Market (by Function), $Million, 2021-2027 Table 197:Denmark Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 198:Denmark Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 199:Denmark Precision Agriculture Market (by Product), $Million, 2021-2027 Table 200:Denmark Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 201:Denmark Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 Table 202:Denmark Precision Agriculture Market (by Software), $Million, 2021-2027 Global Precision Agriculture Market Table 203:Rest-of-Europe Precision Agriculture Market (by Application), $Million, 2021-2027 Table 204:Rest-of-Europe Precision Agriculture Market (by Function), $Million, 2021-2027 Table 205:Rest-of-Europe Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 206:Rest-of-Europe Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 207:Rest-of-Europe Precision Agriculture Market (by Product), $Million, 2021-2027 Table 208:Rest-of-Europe Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 46 All rights reserved at BIS Research Inc.

  47. Table 209:Rest-of-Europe Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 Table 210:Rest-of-Europe Precision Agriculture Market (by Software), $Million, 2021-2027 Table 211:U.K. Precision Agriculture Market (by Application), $Million, 2021-2027 Table 212:U.K. Precision Agriculture Market (by Function), $Million, 2021-2027 Table 213:U.K. Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 214:U.K. Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 215:U.K. Precision Agriculture Market (by Product), $Million, 2021-2027 Table 216:U.K. Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 217:U.K. Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 218:U.K. Precision Agriculture Market (by Software), $Million, 2021-2027 Table 219:Middle East and Africa Precision Agriculture Market (by Application), $Million, 2021-2027 Table 220:Middle East and Africa Precision Agriculture Market (by Function), $Million, 2021-2027 Table 221:Middle East and Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 222:Middle East and Africa Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 223:Middle East and Africa Precision Agriculture Market (by Product), $Million, 2021-2027 Table 224:Middle East and Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 225:Middle East and Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 Table 226:Middle East and Africa Precision Agriculture Market (by Software), $Million, 2021-2027 Table 227:Middle East and Africa Precision Agriculture Market (by Country), $Million, 2021-2027 Table 228:Israel Precision Agriculture Market (by Application), $Million, 2021-2027 Global Precision Agriculture Market Table 229:Israel Precision Agriculture Market (by Function), $Million, 2021-2027 Table 230:Israel Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 231:Israel Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 232:Israel Precision Agriculture Market (by Product), $Million, 2021-2027 Table 233:Israel Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 234:Israel Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 47 All rights reserved at BIS Research Inc.

  48. Table 235:Israel Precision Agriculture Market (by Software), $Million, 2021-2027 Table 236:South Africa Precision Agriculture Market (by Application), $Million, 2021-2027 Table 237:South Africa Precision Agriculture Market (by Function), $Million, 2021-2027 Table 238:South Africa Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 239:South Africa Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 240:South Africa Precision Agriculture Market (by Product), $Million, 2021-2027 Table 241:South Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 242:South Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 Table 243:South Africa Precision Agriculture Market (by Software), $Million, 2021-2027 Table 244:Turkey Precision Agriculture Market (by Application), $Million, 2021-2027 Table 245:Turkey Precision Agriculture Market (by Function), $Million, 2021-2027 Table 246:Turkey Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 247:Turkey Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 248:Turkey Precision Agriculture Market (by Product), $Million, 2021-2027 Table 249:Turkey Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 250:Turkey Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 251:Turkey Precision Agriculture Market (by Software), $Million, 2021-2027 Table 252:Rest-of-Middle East and Africa Precision Agriculture Market (by Application), $Million, 2021-2027 Table 253:Rest-of-Middle East and Africa Precision Agriculture Market (by Function), $Million, 2021-2027 Table 254:Rest-of-Middle East and Africa Precision Agriculture Market (by Farm Produce), $Million, 2021- 2027 Global Precision Agriculture Market Table 255:Rest-of-Middle East and Africa Precision Agriculture Market (by Technology), $Million, 2021- 2027 Table 256:Rest-of-Middle East and Africa Precision Agriculture Market (by Product), $Million, 2021-2027 Table 257:Rest-of-Middle East and Africa Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 258:Rest-of-Middle East and Africa Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 48 All rights reserved at BIS Research Inc.

  49. Table 259:Rest-of-Middle East and Africa Precision Agriculture Market (by Software), $Million, 2021-2027 Table 260:China Precision Agriculture Market (by Application), $Million, 2021-2027 Table 261:China Precision Agriculture Market (by Function), $Million, 2021-2027 Table 262:China Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 263:China Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 264:China Precision Agriculture Market (by Product), $Million, 2021-2027 Table 265:China Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 266:China Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 267:China Precision Agriculture Market (by Software), $Million, 2021-2027 Table 268:Asia-Pacific and Japan Precision Agriculture Market (by Application), $Million, 2021-2027 Table 269:Asia-Pacific and Japan Precision Agriculture Market (by Function), $Million, 2021-2027 Table 270:Asia-Pacific and Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 271:Asia-Pacific and Japan Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 272:Asia-Pacific and Japan Precision Agriculture Market (by Product), $Million, 2021-2027 Table 273:Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 274:Asia-Pacific and Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 Table 275:Asia-Pacific and Japan Precision Agriculture Market (by Software), $Million, 2021-2027 Table 276:Asia-Pacific and Japan Precision Agriculture Market (by Country), $Million, 2021-2027 Table 277:Japan Precision Agriculture Market (by Application), $Million, 2021-2027 Table 278:Japan Precision Agriculture Market (by Function), $Million, 2021-2027 Table 279:Japan Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Global Precision Agriculture Market Table 280:Japan Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 281:Japan Precision Agriculture Market (by Product), $Million, 2021-2027 Table 282:Japan Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 283:Japan Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 284:Japan Precision Agriculture Market (by Software), $Million, 2021-2027 49 All rights reserved at BIS Research Inc.

  50. Table 285:Australia and New Zealand Precision Agriculture Market (by Application), $Million, 2021-2027 Table 286:Australia and New Zealand Precision Agriculture Market (by Function), $Million, 2021-2027 Table 287:Australia and New Zealand Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 288:Australia and New Zealand Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 289:Australia and New Zealand Precision Agriculture Market (by Product), $Million, 2021-2027 Table 290:Australia and New Zealand Precision Agriculture Market (by Hardware Systems), $Million, 2021- 2027 Table 291:Australia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 292:Australia and New Zealand Precision Agriculture Market (by Software), $Million, 2021-2027 Table 293:India Precision Agriculture Market (by Application), $Million, 2021-2027 Table 294:India Precision Agriculture Market (by Function), $Million, 2021-2027 Table 295:India Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 296:India Precision Agriculture Market (by Technology), $Million, 2021-2027 Table 297:India Precision Agriculture Market (by Product), $Million, 2021-2027 Table 298:India Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 299:India Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021- 2027 Table 300:India Precision Agriculture Market (by Software), $Million, 2021-2027 Table 301:Indonesia Precision Agriculture Market (by Application), $Million, 2021-2027 Table 302:Indonesia Precision Agriculture Market (by Function), $Million, 2021-2027 Table 303:Indonesia Precision Agriculture Market (by Farm Produce), $Million, 2021-2027 Table 304:Indonesia Precision Agriculture Market (by Technology), $Million, 2021-2027 Global Precision Agriculture Market Table 305:Indonesia Precision Agriculture Market (by Product), $Million, 2021-2027 Table 306:Indonesia Precision Agriculture Market (by Hardware Systems), $Million, 2021-2027 Table 307:Indonesia Precision Agriculture Market (by Hardware Systems), By Volume, Thousand Unit, 2021-2027 Table 308:Indonesia Precision Agriculture Market (by Software), $Million, 2021-2027 Table 309:Vietnam Precision Agriculture Market (by Application), $Million, 2021-2027 Table 310:Vietnam Precision Agriculture Market (by Function), $Million, 2021-2027 50 All rights reserved at BIS Research Inc.

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