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Smart Crop Monitoring Market

Smart Crop Monitoring Market was valued at $1.92 billion in 2021, Smart Crop Monitoring Industry is expected to grow with a CAGR of 12.75% and reach $3.95 billion by 2027.<br>Read Report Overview: https://bisresearch.com/industry-report/smart-crop-monitoring-market.html<br>Get Free Sample: https://bisresearch.com/requestsample?id=1336&type=download

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Smart Crop Monitoring Market

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  1. res Smart Crop Monitoring Market - A Global and Regional Analysis Table of Content Global Smart Crop Monitoring Market Focus on Product and Application, Supply Chain Analysis, and Country Analysis Analysis and Forecast: 2022-2027 July 2022 1 All rights reserved at BIS Research Inc.

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

  3. Table of Content Executive Summary .......................................................................... 30 Scope of the Study ........................................................................... 38 1.Market ....................................................................................... 41 1.1 Industry Outlook .............................................................................................. 42 1.1.1Market Definition ......................................................................................... 42 1.1.2Ongoing Trends ........................................................................................... 44 1.1.2.1 Internet of Things (IoT) and Artificial Intelligence (AI)-Based Transformation in Agricultural Value Chain ....................................................... 45 1.1.2.2 Demand for Farm Operation Optimization ......................................................... 47 1.1.3Ecosystem/Ongoing Programs .................................................................. 48 1.1.3.1 Consortiums and Associations .......................................................................... 48 1.1.3.2 Regulatory Bodies ............................................................................................. 53 1.1.3.3 Government Initiatives ....................................................................................... 54 1.2 Business Dynamics ......................................................................................... 57 1.2.1Business Drivers ......................................................................................... 57 1.2.1.1 Need to Reduce Crop Losses ............................................................................ 57 1.2.1.2 Higher Yields as Compared to Conventional farming ........................................ 59 1.2.1.3 Government Support and Initiatives for Smart Crop Monitoring Equipment ...... 60 1.2.2Business Challenges .................................................................................. 62 1.2.2.1 Cyber and Online Data Security ........................................................................ 62 Global Smart Crop Monitoring Market 1.2.2.2 Lack of Connectivity and Technical Awareness ................................................ 63 1.2.2.3 High Set-Up Costs ............................................................................................. 65 1.2.3Market Strategies and Developments ........................................................ 66 1.2.3.1 Business Strategies ........................................................................................... 67 1.2.3.1.1Product Development and Innovation ...................................................................... 67 1.2.3.1.2Business Expansion ................................................................................................. 68 1.2.3.2 Corporate Strategies .......................................................................................... 69 3 All rights reserved at BIS Research Inc.

  4. 1.2.3.2.1Merger and Acquisition ............................................................................................ 69 1.2.3.2.2Partnership, Collaboration, Joint Venture, and Alliance .......................................... 70 1.2.3.2.3Investment ................................................................................................................ 71 1.2.4Business Opportunities .............................................................................. 71 1.2.4.1 Increasing Investments in the Smart Agriculture Sector .................................... 71 1.2.4.2 Increased Market Opportunity in Developing Countries .................................... 73 1.2.4.3 Integration with Emerging Technologies ............................................................ 74 1.2.5Impact of COVID-19 on the Global Smart Crop Monitoring Market ......... 75 1.3 Startup Landscape .......................................................................................... 77 1.3.1Key Startups in the Ecosystem .................................................................. 77 1.3.2Funding Analysis ......................................................................................... 78 1.3.2.1 Major Investors .................................................................................................. 78 1.3.2.2 Top Innovations ................................................................................................. 79 2.Application ................................................................................ 80 2.1 Global Smart Crop Monitoring Market (by Application) ............................... 81 2.1.1Weather Forecasting ................................................................................... 81 2.1.2Yield Monitoring .......................................................................................... 83 2.1.3Soil Monitoring ............................................................................................ 84 2.1.4Crop Protection ........................................................................................... 85 2.1.5Others ........................................................................................................... 87 2.2 Demand Analysis of Smart Crop Monitoring (by Application) ..................... 88 Global Smart Crop Monitoring Market 3.Product ...................................................................................... 89 3.1 Global Smart Crop Monitoring Market (by Product) ..................................... 90 3.1.1Global Smart Crop Monitoring Market (by Type) ...................................... 90 3.1.1.1 Hardware ........................................................................................................... 90 3.1.1.1.1Sensors .................................................................................................................... 91 3.1.1.1.2Equipment ................................................................................................................ 92 3.1.1.1.3Robots and Drones .................................................................................................. 92 4 All rights reserved at BIS Research Inc.

  5. 3.1.1.2 Software ............................................................................................................. 93 3.1.1.2.1On-Cloud Solutions .................................................................................................. 93 3.1.1.2.2On-Premises Solutions ............................................................................................ 93 3.1.1.3 Services ............................................................................................................. 94 3.1.1.3.1Software-as-a-Service ............................................................................................. 94 3.1.1.3.2Equipment-as-a-Service .......................................................................................... 94 3.1.1.3.3General Advisory and Consultation ......................................................................... 95 3.1.1.3.4Crop-Specific Services ............................................................................................. 95 3.1.2Global Smart Crop Monitoring Market (by Technology) .......................... 95 3.1.2.1 Sensing and Imagery ......................................................................................... 95 3.1.2.2 Variable-Rate Technology (VRT) ....................................................................... 96 3.1.2.3 Automation and Robotics ................................................................................... 96 3.1.2.4 Guidance Technology ........................................................................................ 97 3.2 Demand Analysis of Smart Crop Monitoring (by Product) ......................... 100 3.2.1Global Smart Crop Monitoring Market (by Type) .................................... 100 3.2.2Global Smart Crop Monitoring Market (by Technology) ........................ 101 3.3 Supply Chain Analysis .................................................................................. 103 3.4 Patent Analysis .............................................................................................. 104 3.4.1Patent Analysis (by Status) ...................................................................... 105 3.4.2Patent Analysis (by Inventor Type) .......................................................... 106 3.4.3Patents Analysis (by Patent Office) ......................................................... 107 4.Region ..................................................................................... 108 Global Smart Crop Monitoring Market 4.1 North America ................................................................................................ 111 4.1.1Markets ....................................................................................................... 111 4.1.1.1 Key Smart Crop Monitoring Operators in North America ................................. 111 4.1.1.2 Business Drivers .............................................................................................. 112 4.1.1.3 Business Challenges ....................................................................................... 112 4.1.2Application ................................................................................................. 112 5 All rights reserved at BIS Research Inc.

  6. 4.1.2.1 North America Smart Crop Monitoring Market (by Application) ....................... 112 4.1.3Product ....................................................................................................... 113 4.1.3.1 North America Smart Crop Monitoring Market (by Type) ................................ 113 4.1.3.1.1North America Smart Crop Monitoring Market (by Hardware) ............................... 113 4.1.3.1.2North America Smart Crop Monitoring Market (by Software) ................................ 113 4.1.3.1.3North America Smart Crop Monitoring Market (by Service) .................................. 114 4.1.3.2 North America Smart Crop Monitoring Market (by Technology) ...................... 114 4.1.4North America (by Country) ..................................................................... 114 4.1.4.1 The U.S. ........................................................................................................... 114 4.1.4.1.1Markets .................................................................................................................. 115 4.1.4.1.1.1Buyer Attributes .............................................................................................. 115 4.1.4.1.1.2Key Smart Crop Monitoring Operators in the U.S. ......................................... 115 4.1.4.1.1.3Business Challenges ...................................................................................... 115 4.1.4.1.1.4Business Drivers ............................................................................................. 116 4.1.4.1.2Product ................................................................................................................... 116 4.1.4.1.2.1U.S. Smart Crop Monitoring Market (by Type) ............................................... 116 4.1.4.2 Canada ............................................................................................................ 116 4.1.4.2.1Markets .................................................................................................................. 117 4.1.4.2.1.1Buyer Attributes .............................................................................................. 117 4.1.4.2.1.2Key Smart Crop Monitoring Operators in Canada .......................................... 117 4.1.4.2.1.3Business Challenges ...................................................................................... 117 4.1.4.2.1.4Business Drivers ............................................................................................. 117 4.1.4.2.2Product ................................................................................................................... 118 Global Smart Crop Monitoring Market 4.1.4.2.2.1Canada Smart Crop Monitoring Market (by Type) ......................................... 118 4.1.4.3 Mexico ............................................................................................................. 118 4.1.4.3.1Markets .................................................................................................................. 118 4.1.4.3.1.1Buyer Attributes .............................................................................................. 118 4.1.4.3.1.2Key Smart Crop Monitoring Operators in Mexico ........................................... 119 4.1.4.3.1.3Business Challenges ...................................................................................... 119 4.1.4.3.1.4Business Drivers ............................................................................................. 119 6 All rights reserved at BIS Research Inc.

  7. 4.1.4.3.2Product ................................................................................................................... 119 4.1.4.3.2.1Mexico Smart Crop Monitoring Market (by Type) ........................................... 119 4.2 South America ............................................................................................... 121 4.2.1Markets ....................................................................................................... 121 4.2.1.1 Key Smart Crop Monitoring Operators in South America ................................ 121 4.2.1.2 Business Drivers .............................................................................................. 121 4.2.1.3 Business Challenges ....................................................................................... 121 4.2.2Application ................................................................................................. 122 4.2.2.1 South America Smart Crop Monitoring Market (by Application) ...................... 122 4.2.3Product ....................................................................................................... 122 4.2.3.1 South America Smart Crop Monitoring Market (by Type) ................................ 122 4.2.3.1.1South America Smart Crop Monitoring Market (by Hardware) .............................. 123 4.2.3.1.2South America Smart Crop Monitoring Market (by Software) ............................... 123 4.2.3.1.3South America Smart Crop Monitoring Market (by Service) .................................. 123 4.2.3.2 South America Smart Crop Monitoring Market (by Technology) ..................... 124 4.2.4South America (by Country) ..................................................................... 124 4.2.4.1 Brazil ................................................................................................................ 124 4.2.4.1.1Market .................................................................................................................... 124 4.2.4.1.1.1Buyer Attributes .............................................................................................. 124 4.2.4.1.1.2Key Smart Crop Monitoring Operators in Brazil ............................................. 125 4.2.4.1.1.3Business Challenges ...................................................................................... 125 4.2.4.1.1.4Business Drivers ............................................................................................. 125 4.2.4.1.2Product ................................................................................................................... 125 Global Smart Crop Monitoring Market 4.2.4.1.2.1Brazil Smart Crop Monitoring Market (by Type) ............................................. 125 4.2.4.2 Argentina ......................................................................................................... 126 4.2.4.2.1Market .................................................................................................................... 126 4.2.4.2.1.1Buyer Attributes .............................................................................................. 126 4.2.4.2.1.2Key Smart Crop Monitoring Operators in Argentina ....................................... 126 4.2.4.2.1.3Business Challenges ...................................................................................... 126 4.2.4.2.1.4Business Drivers ............................................................................................. 127 7 All rights reserved at BIS Research Inc.

  8. 4.2.4.2.2Product ................................................................................................................... 127 4.2.4.2.2.1Argentina Smart Crop Monitoring Market (by Type) ....................................... 127 4.2.4.3 Rest-of-South America .................................................................................... 127 4.2.4.3.1Market .................................................................................................................... 127 4.2.4.3.1.1Buyer Attributes .............................................................................................. 127 4.2.4.3.1.2Key Smart Crop Monitoring Operators in Rest-of-South America .................. 128 4.2.4.3.1.3Business Challenges ...................................................................................... 128 4.2.4.3.1.4Business Drivers ............................................................................................. 128 4.2.4.3.2Product ................................................................................................................... 129 4.2.4.3.2.1Rest-of-South America Smart Crop Monitoring Market (by Type) ................. 129 4.3 Europe ............................................................................................................ 131 4.3.1Markets ....................................................................................................... 132 4.3.1.1 Key Smart Crop Monitoring Operators in Europe ............................................ 132 4.3.1.2 Business Drivers .............................................................................................. 132 4.3.1.3 Business Challenges ....................................................................................... 132 4.3.2Application ................................................................................................. 133 4.3.2.1 Europe Smart Crop Monitoring Market (by Application) .................................. 133 4.3.3Product ....................................................................................................... 133 4.3.3.1 Europe Smart Crop Monitoring Market (by Type) ............................................ 133 4.3.3.1.1Europe Smart Crop Monitoring Market (by Hardware) .......................................... 134 4.3.3.1.2Europe Smart Crop Monitoring Market (by Software) ............................................ 134 4.3.3.1.3Europe Smart Crop Monitoring Market (by Service) .............................................. 134 4.3.3.2 Europe Smart Crop Monitoring Market (by Technology) ................................. 135 Global Smart Crop Monitoring Market 4.3.4Europe (by Country) .................................................................................. 135 4.3.4.1 Germany .......................................................................................................... 135 4.3.4.1.1Markets .................................................................................................................. 136 4.3.4.1.1.1Buyer Attributes .............................................................................................. 136 4.3.4.1.1.2Key Smart Crop Monitoring Operators in Germany ....................................... 136 4.3.4.1.1.3Business Challenges ...................................................................................... 137 4.3.4.1.1.4Business Drivers ............................................................................................. 137 8 All rights reserved at BIS Research Inc.

  9. 4.3.4.1.2Product ................................................................................................................... 137 4.3.4.1.2.1Germany Smart Crop Monitoring Market (by Type) ....................................... 137 4.3.4.2 France .............................................................................................................. 137 4.3.4.2.1Markets .................................................................................................................. 138 4.3.4.2.1.1Buyer Attributes .............................................................................................. 138 4.3.4.2.1.2Key Smart Crop Monitoring Operators in France ........................................... 138 4.3.4.2.1.3Business Challenges ...................................................................................... 138 4.3.4.2.1.4Business Drivers ............................................................................................. 139 4.3.4.2.2Product ................................................................................................................... 139 4.3.4.2.2.1France Smart Crop Monitoring Market (by Type) ........................................... 139 4.3.4.3 Spain ................................................................................................................ 139 4.3.4.3.1Markets .................................................................................................................. 140 4.3.4.3.1.1Buyer Attributes .............................................................................................. 140 4.3.4.3.1.2Key Smart Crop Monitoring Operators in Spain ............................................. 140 4.3.4.3.1.3Business Challenges ...................................................................................... 140 4.3.4.3.1.4Business Drivers ............................................................................................. 140 4.3.4.3.2Product ................................................................................................................... 141 4.3.4.3.2.1Spain Smart Crop Monitoring Market (by Type) ............................................. 141 4.3.4.4 Italy .................................................................................................................. 141 4.3.4.4.1Market .................................................................................................................... 142 4.3.4.4.1.1Buyer Attributes .............................................................................................. 142 4.3.4.4.1.2Key Smart Crop Monitoring Operators in Italy ................................................ 142 4.3.4.4.1.3Business Challenges ...................................................................................... 142 4.3.4.4.1.4Business Drivers ............................................................................................. 143 Global Smart Crop Monitoring Market 4.3.4.4.2Product ................................................................................................................... 143 4.3.4.4.2.1Italy Smart Crop Monitoring Market (by Type) ............................................... 143 4.3.4.5 Rest-of-Europe ................................................................................................ 143 4.3.4.5.1Market .................................................................................................................... 144 4.3.4.5.1.1Buyer Attributes .............................................................................................. 144 4.3.4.5.1.2Key Smart Crop Monitoring Operators in Rest-of-Europe .............................. 144 4.3.4.5.1.3Business Challenges ...................................................................................... 144 9 All rights reserved at BIS Research Inc.

  10. 4.3.4.5.1.4Business Drivers ............................................................................................. 145 4.3.4.5.2Product ................................................................................................................... 145 4.3.4.5.2.1Rest-of-Europe Smart Crop Monitoring Market (by Type) .............................. 145 4.4 U.K. ................................................................................................................. 147 4.4.1Markets ....................................................................................................... 147 4.4.1.1 Buyer Attributes ............................................................................................... 147 4.4.1.2 Key Smart Crop Monitoring Operators in the U.K. ........................................... 147 4.4.1.3 Business Challenges ....................................................................................... 148 4.4.1.4 Business Drivers .............................................................................................. 148 4.4.2Application ................................................................................................. 148 4.4.2.1 U.K. Smart Crop Monitoring Market (by Application) ....................................... 148 4.4.3Product ....................................................................................................... 149 4.4.3.1 U.K. Smart Crop Monitoring Market (by Type) ................................................ 149 4.4.3.2 U.K. Smart Crop Monitoring Market (by Technology) ...................................... 149 4.5 Middle East and Africa .................................................................................. 151 4.5.1Markets ....................................................................................................... 151 4.5.1.1 Key Smart Crop Monitoring Operators in the Middle East and Africa .............. 151 4.5.1.2 Business Drivers .............................................................................................. 151 4.5.1.3 Business Challenges ....................................................................................... 151 4.5.2Application ................................................................................................. 152 4.5.2.1 Middle East and Africa Smart Crop Monitoring Market (by Application) .......... 152 4.5.3Product ....................................................................................................... 152 Global Smart Crop Monitoring Market 4.5.3.1 Middle East and Africa Smart Crop Monitoring Market (by Type) ................... 152 4.5.3.1.1Middle East and Africa Smart Crop Monitoring Market (by Hardware) .................. 153 4.5.3.1.2Middle East and Africa Smart Crop Monitoring Market (by Software) ................... 153 4.5.3.1.3Middle East and Africa Smart Crop Monitoring Market (by Service) ..................... 153 4.5.3.2 Middle East and Africa Smart Crop Monitoring Market (by Technology) ......... 154 4.5.4Middle East and Africa (by Country) ........................................................ 154 4.5.4.1 Middle East ...................................................................................................... 154 10 All rights reserved at BIS Research Inc.

  11. 4.5.4.1.1Saudi Arabia ........................................................................................................... 154 4.5.4.1.1.1Market ............................................................................................................. 155 4.5.4.1.1.1.1Buyer Attributes ..................................................................................................... 155 4.5.4.1.1.1.2Key Smart Crop Monitoring Operators in Saudi Arabia ......................................... 155 4.5.4.1.1.1.3Business Drivers ................................................................................................... 155 4.5.4.1.1.1.4Business Challenges ............................................................................................. 155 4.5.4.1.1.2Product............................................................................................................ 156 4.5.4.1.1.2.1Middle East Smart Crop Monitoring Market (by Type) ........................................... 156 4.5.4.2 Africa ................................................................................................................ 156 4.5.4.2.1South Africa ............................................................................................................ 156 4.5.4.2.1.1Market ............................................................................................................. 157 4.5.4.2.1.1.1Buyer Attributes ..................................................................................................... 157 4.5.4.2.1.1.2Key Smart Crop Monitoring Operators in South Africa .......................................... 157 4.5.4.2.1.1.3Business Challenges ............................................................................................. 157 4.5.4.2.1.1.4Business Drivers ................................................................................................... 157 4.5.4.2.1.2Product............................................................................................................ 158 4.5.4.2.1.2.1Africa Smart Crop Monitoring Market (by Type) .................................................... 158 4.6 China ............................................................................................................... 160 4.6.1Markets ....................................................................................................... 161 4.6.1.1 Buyer Attributes ............................................................................................... 161 4.6.1.2 Key Smart Crop Monitoring Operators in China .............................................. 161 4.6.1.3 Business Challenges ....................................................................................... 161 4.6.1.4 Business Drivers .............................................................................................. 161 4.6.2Application ................................................................................................. 162 Global Smart Crop Monitoring Market 4.6.2.1 China Smart Crop Monitoring Market (by Application) .................................... 162 4.6.3Product ....................................................................................................... 162 4.6.3.1 China Smart Crop Monitoring Market (by Type) .............................................. 162 4.6.3.2 China Smart Crop Monitoring Market (by Technology) ................................... 163 4.7 Asia-Pacific .................................................................................................... 165 4.7.1Markets ....................................................................................................... 165 11 All rights reserved at BIS Research Inc.

  12. 4.7.1.1 Key Smart Crop Monitoring Operators in Asia-Pacific ..................................... 165 4.7.1.2 Business Drivers .............................................................................................. 165 4.7.1.3 Business Challenges ....................................................................................... 166 4.7.2Application ................................................................................................. 166 4.7.2.1 Asia-Pacific Smart Crop Monitoring Market (by Application) ........................... 166 4.7.3Product ....................................................................................................... 167 4.7.3.1 Asia-Pacific Smart Crop Monitoring Market (by Type) ..................................... 167 4.7.3.1.1Asia-Pacific Smart Crop Monitoring Market (by Hardware) ................................... 167 4.7.3.1.2Asia-Pacific Smart Crop Monitoring Market (by Software) .................................... 168 4.7.3.1.3Asia-Pacific Smart Crop Monitoring Market (by Service)....................................... 168 4.7.3.2 Asia-Pacific Smart Crop Monitoring Market (by Technology) .......................... 169 4.7.4Asia-Pacific (by Country) .......................................................................... 169 4.7.4.1 Japan ............................................................................................................... 169 4.7.4.1.1Markets .................................................................................................................. 170 4.7.4.1.1.1Buyer Attributes .............................................................................................. 170 4.7.4.1.1.2Key Smart Crop Monitoring Operators in Japan ............................................ 170 4.7.4.1.1.3Business Challenges ...................................................................................... 170 4.7.4.1.1.4Business Drivers ............................................................................................. 171 4.7.4.1.2Product ................................................................................................................... 171 4.7.4.1.2.1Japan Smart Crop Monitoring Market (by Type) ............................................ 171 4.7.4.2 India ................................................................................................................. 171 4.7.4.2.1Markets .................................................................................................................. 172 4.7.4.2.1.1Buyer Attributes .............................................................................................. 172 Global Smart Crop Monitoring Market 4.7.4.2.1.2Key Smart Crop Monitoring Operators in India .............................................. 172 4.7.4.2.1.3Business Challenges ...................................................................................... 172 4.7.4.2.1.4Business Drivers ............................................................................................. 173 4.7.4.2.2Product ................................................................................................................... 173 4.7.4.2.2.1India Smart Crop Monitoring Market (by Type) .............................................. 173 4.7.4.3 Australia ........................................................................................................... 173 4.7.4.3.1Markets .................................................................................................................. 174 12 All rights reserved at BIS Research Inc.

  13. 4.7.4.3.1.1Buyer Attributes .............................................................................................. 174 4.7.4.3.1.2Key Smart Crop Monitoring Operators in Australia ........................................ 174 4.7.4.3.1.3Business Challenges ...................................................................................... 174 4.7.4.3.1.4Business Drivers ............................................................................................. 174 4.7.4.3.2Product ................................................................................................................... 175 4.7.4.3.2.1Australia Smart Crop Monitoring Market (by Type) ........................................ 175 4.7.4.4 Rest-of-Asia-Pacific ......................................................................................... 175 4.7.4.4.1Markets .................................................................................................................. 175 4.7.4.4.1.1Buyer Attributes .............................................................................................. 175 4.7.4.4.1.2Key Smart Crop Monitoring Operators in Rest-of-Asia-Pacific ....................... 175 4.7.4.4.1.3Business Challenges ...................................................................................... 176 4.7.4.4.1.4Business Drivers ............................................................................................. 176 4.7.4.4.2Product ................................................................................................................... 176 4.7.4.4.2.1Rest-of-Asia-Pacific Smart Crop Monitoring Market (by Type) ...................... 176 5.Market - Competitive Benchmarking & Company Profiles ......... 177 5.1 Competitive Benchmarking .......................................................................... 178 5.2 Company Profiles .......................................................................................... 180 5.2.1Sensing and Imagery ................................................................................ 180 5.2.1.1 Ceres Imaging ................................................................................................. 180 5.2.1.1.1Company Overview ................................................................................................ 180 5.2.1.1.1.1Role of Ceres Imaging in the Global Smart Crop Monitoring Market ............. 180 5.2.1.1.1.2Service Portfolio .............................................................................................. 180 5.2.1.1.2Business Strategies ............................................................................................... 181 Global Smart Crop Monitoring Market 5.2.1.1.2.1Market Development ....................................................................................... 181 5.2.1.1.2.2Product Development ..................................................................................... 181 5.2.1.1.3Corporate Strategies .............................................................................................. 182 5.2.1.1.3.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 182 5.2.1.1.4Analyst View ........................................................................................................... 182 5.2.1.2 CNH Industrial N.V. ......................................................................................... 183 5.2.1.2.1Company Overview ................................................................................................ 183 13 All rights reserved at BIS Research Inc.

  14. 5.2.1.2.1.1Role of CNH Industrial N.V. in the Global Smart Crop Monitoring Market ..... 183 5.2.1.2.1.2Service Portfolio .............................................................................................. 183 5.2.1.2.2Business Strategies ............................................................................................... 184 5.2.1.2.2.1Market Development ....................................................................................... 184 5.2.1.2.2.2Product Development ..................................................................................... 184 5.2.1.2.3Corporate Strategies .............................................................................................. 184 5.2.1.2.3.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 184 5.2.1.2.3.2Merger and Acquisition ................................................................................... 185 5.2.1.2.4Analyst View ........................................................................................................... 185 5.2.1.3 CropIn Technology Solutions Private Limited .................................................. 187 5.2.1.3.1Company Overview ................................................................................................ 187 5.2.1.3.1.1Role of CropIn Technology Solutions Private Limited in the Global Smart Crop Monitoring Market ......................................................................................... 187 5.2.1.3.1.2Service Portfolio .............................................................................................. 187 5.2.1.3.2Business Strategies ............................................................................................... 188 5.2.1.3.2.1Market Development ....................................................................................... 188 5.2.1.3.3Corporate Strategies .............................................................................................. 188 5.2.1.3.3.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 188 5.2.1.3.4Analyst View ........................................................................................................... 188 5.2.1.4 Deere & Company ........................................................................................... 189 5.2.1.4.1Company Overview ................................................................................................ 189 5.2.1.4.1.1Role of Deere & Company in the Global Smart Crop Monitoring Market ....... 189 5.2.1.4.1.2Product Portfolio ............................................................................................. 189 5.2.1.4.2Business Strategies ............................................................................................... 191 Global Smart Crop Monitoring Market 5.2.1.4.2.1Market Development ....................................................................................... 191 5.2.1.4.2.2Product Development ..................................................................................... 191 5.2.1.4.3Corporate Strategies .............................................................................................. 192 5.2.1.4.3.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 192 5.2.1.4.3.2Merger and Acquisition ................................................................................... 193 5.2.1.4.4Analyst View ........................................................................................................... 193 5.2.1.5 PrecisionHawk, Inc. ......................................................................................... 194 14 All rights reserved at BIS Research Inc.

  15. 5.2.1.5.1Company Overview ................................................................................................ 194 5.2.1.5.1.1Role of PrecisionHawk, Inc. in the Global Smart Crop Monitoring Market ..... 194 5.2.1.5.1.2Service Portfolio .............................................................................................. 194 5.2.1.5.2Corporate Strategies .............................................................................................. 195 5.2.1.5.2.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 195 5.2.1.5.3Analyst View ........................................................................................................... 195 5.2.1.6 Prospera Technologies .................................................................................... 196 5.2.1.6.1Company Overview ................................................................................................ 196 5.2.1.6.1.1Role of Prospera Technologies in the Global Smart Crop Monitoring Market ................................................................................................................... 196 5.2.1.6.1.2Service Portfolio .............................................................................................. 196 5.2.1.6.1.3Corporate Strategies ....................................................................................... 197 5.2.1.6.2Analyst View ........................................................................................................... 197 5.2.1.7 Climate LLC ..................................................................................................... 198 5.2.1.7.1Company Overview ................................................................................................ 198 5.2.1.7.1.1Role of Climate LLC in the Global Smart Crop Monitoring Market ................. 198 5.2.1.7.1.2Service Portfolio .............................................................................................. 199 5.2.1.7.2Corporate Strategies .............................................................................................. 199 5.2.1.7.2.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 199 5.2.1.7.3Analyst View ........................................................................................................... 200 5.2.2Guidance .................................................................................................... 202 5.2.2.1 AGRIVI ............................................................................................................. 202 5.2.2.1.1Company Overview ................................................................................................ 202 5.2.2.1.1.1Role of AGRIVI in the Global Smart Crop Monitoring Market ........................ 202 Global Smart Crop Monitoring Market 5.2.2.1.1.2Service Portfolio .............................................................................................. 202 5.2.2.1.2Business Strategies ............................................................................................... 203 5.2.2.1.2.1Market Development ....................................................................................... 203 5.2.2.1.2.2Product Development ..................................................................................... 203 5.2.2.1.3Corporate Strategies .............................................................................................. 204 5.2.2.1.3.1Partnership, Collaborations, Joint Ventures, and Alliances ............................ 204 5.2.2.1.3.2Merger and Acquisition ................................................................................... 204 15 All rights reserved at BIS Research Inc.

  16. 5.2.2.1.4Analyst View ........................................................................................................... 205 5.2.2.2 Airbus ............................................................................................................... 206 5.2.2.2.1Company Overview ............................................................................................. 206 5.2.2.2.1.1Role of Airbus in Global Smart Crop Monitoring Market ................................ 206 5.2.2.2.2Service portfolio ..................................................................................................... 206 5.2.2.2.3Business Strategies ............................................................................................... 207 5.2.2.2.3.1Product Development ..................................................................................... 207 5.2.2.2.4Corporate Strategies ........................................................................................... 207 5.2.2.2.4.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 207 5.2.2.2.5Analyst View ........................................................................................................... 208 5.2.2.3 Alibaba Group Holding Limited ........................................................................ 209 5.2.2.3.1Company Overview ................................................................................................ 209 5.2.2.3.1.1Role of Alibaba Group Holding Limited in the Global Smart Crop Monitoring Market.................................................................................................. 209 5.2.2.3.1.2Service Portfolio .............................................................................................. 210 5.2.2.3.2Corporate Strategies .............................................................................................. 210 5.2.2.3.2.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 210 5.2.2.3.3Analyst View ........................................................................................................... 210 5.2.2.4 IBM Corporation ............................................................................................... 211 5.2.2.4.1Company Overview ................................................................................................ 211 5.2.2.4.1.1Role of IBM Corporation in the Global Smart Crop Monitoring Market .......... 211 5.2.2.4.1.2Service Portfolio .............................................................................................. 212 5.2.2.4.2Business Strategies ............................................................................................... 212 5.2.2.4.2.1Product Development ..................................................................................... 212 Global Smart Crop Monitoring Market 5.2.2.4.3Corporate Strategies .............................................................................................. 212 5.2.2.4.3.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 212 5.2.2.4.4Analyst View ........................................................................................................... 213 5.2.2.5 Microsoft Corporation ...................................................................................... 214 5.2.2.5.1Company Overview ................................................................................................ 214 5.2.2.5.1.1Role of Microsoft Corporation in the Global Smart Crop Monitoring Market ................................................................................................................... 214 16 All rights reserved at BIS Research Inc.

  17. 5.2.2.5.1.2Service Portfolio .............................................................................................. 215 5.2.2.5.2Business Strategies ............................................................................................... 215 5.2.2.5.2.1Market Development ....................................................................................... 215 5.2.2.5.2.2Product Development ..................................................................................... 215 5.2.2.5.3Corporate Strategies .............................................................................................. 216 5.2.2.5.3.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 216 5.2.2.5.4Analyst View ........................................................................................................... 216 5.2.3Automation and Robotics ......................................................................... 217 5.2.3.1 Kubota Corporation ...................................................................................... 217 5.2.3.1.1Company Overview ............................................................................................. 217 5.2.3.1.1.1Role of Kubota Corporation in the Global Smart Crop Monitoring Market ..... 217 5.2.3.1.1.2Service portfolio .............................................................................................. 217 5.2.3.1.2Business Strategies ............................................................................................ 218 5.2.3.1.2.1Market Development ....................................................................................... 218 5.2.3.1.3Corporate Strategies .......................................................................................... 218 5.2.3.1.3.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 218 5.2.3.1.3.2Merger and Acquisition ................................................................................... 219 5.2.3.1.4Analyst View ........................................................................................................... 219 5.2.3.2 Raven Industries Inc. ....................................................................................... 220 5.2.3.2.1Company Overview ................................................................................................ 220 5.2.3.2.1.1Role of Raven Industries Inc. on the Global Smart Crop Monitoring Market ................................................................................................................... 220 5.2.3.2.1.2Service Portfolio .............................................................................................. 220 5.2.3.2.2Business Strategies ............................................................................................... 221 Global Smart Crop Monitoring Market 5.2.3.2.2.1Market Development ....................................................................................... 221 5.2.3.2.2.2Product Development ..................................................................................... 221 5.2.3.2.3Corporate Strategies .............................................................................................. 221 5.2.3.2.3.1Merger and Acquisition ................................................................................... 221 5.2.3.2.4Analyst View ........................................................................................................... 221 5.2.3.3 Robert Bosch GmbH ........................................................................................ 222 5.2.3.3.1Company Overview ................................................................................................ 222 17 All rights reserved at BIS Research Inc.

  18. 5.2.3.3.1.1Role of Robert Bosch GmbH in the Global Smart Crop Monitoring Market ................................................................................................................... 222 5.2.3.3.1.2Service Portfolio .............................................................................................. 223 5.2.3.3.2Business Strategies ............................................................................................... 223 5.2.3.3.2.1Product Development ..................................................................................... 223 5.2.3.3.3Corporate Strategies .............................................................................................. 224 5.2.3.3.3.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 224 5.2.3.3.4Analyst View ........................................................................................................... 224 5.2.3.4 Small Robot Company ..................................................................................... 225 5.2.3.4.1Company Overview ................................................................................................ 225 5.2.3.4.1.1Role of Small Robot Company in the Global Smart Crop Monitoring Market ................................................................................................................... 225 5.2.3.4.1.2Service Portfolio .............................................................................................. 225 5.2.3.4.2Business Strategies ............................................................................................... 226 5.2.3.4.2.1Product Development ..................................................................................... 226 5.2.3.4.3Analyst View ........................................................................................................... 226 5.2.3.5 Trimble Inc. ...................................................................................................... 227 5.2.3.5.1Company Overview ................................................................................................ 227 5.2.3.5.1.1Role of Trimble Inc. on the Global Smart Crop Monitoring Market ................ 227 5.2.3.5.1.2Service Portfolio .............................................................................................. 228 5.2.3.5.2Business Strategies ............................................................................................... 228 5.2.3.5.2.1Market Development ....................................................................................... 228 5.2.3.5.2.2Product Development ..................................................................................... 228 5.2.3.5.3Corporate Strategies .............................................................................................. 229 Global Smart Crop Monitoring Market 5.2.3.5.3.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 229 5.2.3.5.3.2Merger and Acquisition ................................................................................... 229 5.2.3.5.4Analyst View ........................................................................................................... 229 5.2.4Variable-Rate Technology (VRT) .............................................................. 230 5.2.4.1 AGCO Corporation ....................................................................................... 230 5.2.4.1.1Company Overview ............................................................................................. 230 5.2.4.1.1.1Role of AGCO Corporation in the Global Smart Crop Monitoring Market ...... 230 18 All rights reserved at BIS Research Inc.

  19. 5.2.4.1.1.2Product Portfolio ............................................................................................. 230 5.2.4.1.2Business Strategies ............................................................................................... 231 5.2.4.1.2.1Market Development ....................................................................................... 231 5.2.4.1.2.2Product Development ..................................................................................... 231 5.2.4.1.3Corporate Strategies .............................................................................................. 231 5.2.4.1.3.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 231 5.2.4.1.3.2Merger and Acquisition ................................................................................... 232 5.2.4.1.4Analyst View ........................................................................................................... 232 5.2.4.2 CLAAS KGaA mbH .......................................................................................... 233 5.2.4.2.1Company Overview ................................................................................................ 233 5.2.4.2.1.1Role of CLAAS KGaA mbH in the Global Smart Crop Monitoring Market ..... 233 5.2.4.2.1.2Service Portfolio .............................................................................................. 233 5.2.4.2.2Business Strategies ............................................................................................... 234 5.2.4.2.2.1Market Development ....................................................................................... 234 5.2.4.2.2.2Product Development ..................................................................................... 234 5.2.4.2.3Corporate Strategies .............................................................................................. 234 5.2.4.2.3.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 234 5.2.4.2.4Analyst View ........................................................................................................... 235 5.2.4.3 Granular, Inc. ................................................................................................... 236 5.2.4.3.1Company Overview ................................................................................................ 236 5.2.4.3.1.1Role of Granular, Inc. in the Global Smart Crop Monitoring Market ............... 236 5.2.4.3.1.2Service Portfolio .............................................................................................. 236 5.2.4.3.2Corporate Strategies .............................................................................................. 237 5.2.4.3.2.1Partnerships, Collaborations, Joint Ventures, and Alliances .......................... 237 Global Smart Crop Monitoring Market 5.2.4.3.3Analyst View ........................................................................................................... 237 6.Research Methodology ............................................................ 238 6.1 Data Sources .................................................................................................. 238 6.1.1Primary Data Sources ............................................................................... 238 6.1.2Secondary Data Sources .......................................................................... 238 6.1.3Data Triangulation ..................................................................................... 239 19 All rights reserved at BIS Research Inc.

  20. 6.2 Market Estimation and Forecast ................................................................... 240 6.2.1Factors for Data Prediction and Modeling .............................................. 240 Global Smart Crop Monitoring Market 20 All rights reserved at BIS Research Inc.

  21. List of Figures Figure 1:Global Smart Crop Monitoring Market, $Billion, 2021-2027 Figure 2:Market Dynamics for Smart Crop Monitoring Market Figure 3:Smart Crop Monitoring Market (by Application) Figure 4:Smart Crop Monitoring Market (by Product Technology) Figure 5:Smart Crop Monitoring Market (by Product Type) Figure 6:Global Smart Crop Monitoring Market (by Region), $Million, 2021 Figure 7:Global Smart Crop Monitoring Market Coverage Figure 8:Smart Crop Monitoring Trend Figure 9:Smart Crop Monitoring Market, Business Dynamics Figure 10:Crop Yield Losses in India, 2019 Figure 11:Economic Losses to Major Crops Produced in India, 2019 Figure 12:Percentage of Population in Various Countries Affected by Cyber Crime and Data Breach (2020- 2021) Figure 13:Share of Key Market Strategies and Developments, 2018-2022 Figure 14:Product Development and Innovation (by Company), 2018-2022 Figure 15:Business Expansion (by Company), 2018-2022 Figure 16:Merger and Acquisition (by Company), 2018-2022 Figure 17:Partnerships, Collaborations, and Joint Ventures (by Company), 2018-2022 Figure 18:Investments Raised by Various Agri-Tech Startups in India (2010-2019) Figure 19:Global Smart Crop Monitoring Market (by Application) Figure 20:Global Smart Crop Monitoring Market (by Product) Figure 21:Supply Chain Analysis of Global Smart Crop Monitoring Market Figure 22:Smart Crop Monitoring Patent Trend, 2018-2022 Figure 23:Patent Analysis (by Status), January 2018-May 2022 Global Smart Crop Monitoring Market Figure 24:Patent Analysis (by Status), January 2018-May 2022 Figure 25:Patent Analysis (by Inventor Type), January 2018-May 2022 Figure 26:Patents Analysis (by Patent Office), January 2018-May 2022 Figure 27:Competitive Benchmarking Matrix Figure 28:Data Triangulation Figure 29:Top-Down and Bottom-Up Approach Figure 30:Assumptions and Limitations 21 All rights reserved at BIS Research Inc.

  22. List of Tables Table 1: Key Consortiums and Associations in the Global Smart Crop Monitoring Market Table 2: Key Regulatory Bodies on the Global Smart Crop Monitoring Market Table 3: Global Access to Basic Infrastructure Table 4: Top Investors in Smart Crop Monitoring Market Table 5: Top Innovations by Key Companies in the Global Smart Crop Monitoring Market Table 6: Key Weather Forecasting Systems and their Applications Table 7: Key Yield Monitoring Systems and their Applications Table 8: Types of Soil Monitoring Systems and their Applications Table 9: Key Crop Protection Products in Global Smart Crop Monitoring Market Table 10:Global Smart Crop Monitoring Market (by Application), $Million, 2021-2027 Table 11:Products Pertaining to Smart Crop Monitoring Market Table 12:Global Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 13:Global Smart Crop Monitoring Market (by Hardware), $Million, 2021-2027 Table 14:Global Smart Crop Monitoring Market (by Software), $Million, 2021-2027 Table 15:Global Smart Crop Monitoring Market (by Service), $Million, 2021-2027 Table 16:Global Smart Crop Monitoring Market (by Technology), $Million, 2021-2027 Table 17:Global Smart Crop Monitoring Market (by Region), $Million, 2021-2027 Table 18:North America Smart Crop Monitoring Market (by Application), $Million, 2021-2027 Table 19:North America Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 20:North America Smart Crop Monitoring Market (by Hardware), $Million, 2021-2027 Table 21:North America Smart Crop Monitoring Market (by Software), $Million, 2021-2027 Table 22:North America Smart Crop Monitoring Market (by Service), $Million, 2021-2027 Table 23:North America Smart Crop Monitoring Market (by Technology), $Million, 2021-2027 Table 24:U.S. Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Global Smart Crop Monitoring Market Table 25:Canada Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 26:Mexico Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 27:South America Smart Crop Monitoring Market (by Application), $Million, 2021-2027 Table 28:South America Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 29:South America Smart Crop Monitoring Market (by Hardware), $Million, 2021-2027 Table 30:South America Smart Crop Monitoring Market (by Software), $Million, 2021-2027 Table 31:South America Smart Crop Monitoring Market (by Service), $Million, 2021-2027 Table 32:South America Smart Crop Monitoring Market (by Technology), $Million, 2021-2027 22 All rights reserved at BIS Research Inc.

  23. Table 33:Brazil Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 34:Argentina Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 35:Rest-of-South America Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 36:Europe Smart Crop Monitoring Market (by Application), $Million, 2021-2027 Table 37:Europe Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 38:Europe Smart Crop Monitoring Market (by Hardware), $Million, 2021-2027 Table 39:Europe Smart Crop Monitoring Market (by Software), $Million, 2021-2027 Table 40:Europe Smart Crop Monitoring Market (by Service), $Million, 2021-2027 Table 41:Europe Smart Crop Monitoring Market (by Technology), $Million, 2021-2027 Table 42:Germany Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 43:France Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 44:Spain Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 45:Italy Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 46:Rest-of-Europe Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 47:U.K. Smart Crop Monitoring Market (by Application), $Million, 2021-2027 Table 48:U.K. Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 49:U.K. Smart Crop Monitoring Market (by Technology), $Million, 2021-2027 Table 50:Middle East and Africa Smart Crop Monitoring Market (by Application), $Million, 2021-2027 Table 51:Middle East and Africa Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 52:Middle East and Africa Smart Crop Monitoring Market (by Hardware), $Million, 2021-2027 Table 53:Middle East and Africa Smart Crop Monitoring Market (by Software), $Million, 2021-2027 Table 54:Middle East and Africa Smart Crop Monitoring Market (by Service), $Million, 2021-2027 Table 55:Middle East and Africa Smart Crop Monitoring Market (by Technology), $Million, 2021-2027 Table 56:Middle East Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 57:Africa Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 58:China Smart Crop Monitoring Market (by Application), $Million, 2021-2027 Global Smart Crop Monitoring Market Table 59:China Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 60:China Smart Crop Monitoring Market (by Technology), $Million, 2021-2027 Table 61:Asia-Pacific Smart Crop Monitoring Market (by Application), $Million, 2021-2027 Table 62:Asia-Pacific Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 63:Asia-Pacific Smart Crop Monitoring Market (by Hardware), $Million, 2021-2027 Table 64:Asia-Pacific Smart Crop Monitoring Market (by Software), $Million, 2021-2027 Table 65:Asia-Pacific Smart Crop Monitoring Market (by Service), $Million, 2021-2027 Table 66:Asia-Pacific Smart Crop Monitoring Market (by Technology), $Million, 2021-2027 23 All rights reserved at BIS Research Inc.

  24. Table 67:Japan Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 68:India Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 69:Australia Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 70:Rest-of-Asia-Pacific Smart Crop Monitoring Market (by Type), $Million, 2021-2027 Table 71:Ceres Imaging: Service Portfolio Table 72:Ceres Imaging: Market Development Table 73:Ceres Imaging: Product Development Table 74:Ceres Imaging: Partnerships, Collaborations, Joint Ventures, and Alliances Table 75:CNH Industrial N.V.: Service Portfolio Table 76:CNH Industrial N.V.: Market Development Table 77:CNH Industrial N.V.: Product Development Table 78:CNH Industrial N.V.: Partnerships, Collaborations, Joint Ventures, and Alliances Table 79:CNH Industrial N.V.: Merger and Acquisition Table 80:CropIn Technology Solutions Private Limited: Service Portfolio Table 81:CropIn Technology Solutions Private Limited: Market Development Table 82:CropIn Technology Solutions Private Limited.: Partnerships, Collaborations, Joint Ventures, and Alliances Table 83:Deere & Company: Product Portfolio Table 84:Deere & Company: Market Development Table 85:Deere & Company: Product Development Table 86:Deere & Company: Partnerships, Collaborations, Joint Ventures, and Alliances Table 87:Deere & Company: Merger and Acquisition Table 88:PrecisionHawk, Inc.: Service Portfolio Table 89:PrecisionHawk, Inc.: Partnerships, Joint Ventures, Collaborations, and Alliances Table 90:Prospera Technologies: Service Portfolio Table 91:Partnerships, Collaborations, Joint Ventures, and Alliances Global Smart Crop Monitoring Market Table 92:Climate LLC: Service Portfolio Table 93:Climate LLC: Partnerships, Collaborations, Joint Ventures, and Alliances Table 94:AGRIVI: Service Portfolio Table 95:AGRIVI: Market Development Table 96:AGRIVI: Product Development Table 97:AGRIVI: Partnership, Collaboration, Joint Ventures, and Alliances Table 98:AGRIVI: Merger and Acquisition Table 99:Airbus: Service portfolio 24 All rights reserved at BIS Research Inc.

  25. Table 100:Airbus: Product Development Table 101:Airbus: Partnerships, Collaborations, Joint Ventures, and Alliances Table 102:Alibaba Group Holding Limited: Service Portfolio Table 103:Alibaba Group Holding Limited: Partnerships, Collaborations, Joint Ventures, and Alliances Table 104:IBM Corporation: Service Portfolio Table 105:IBM Corporation: Product Development Table 106:IBM Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances Table 107:Microsoft Corporation: Service Portfolio Table 108:Microsoft Corporation: Market Development Table 109:Microsoft Corporation: Product Development Table 110:Microsoft Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances Table 111:Kubota Corporation: Service portfolio Table 112:Kubota Corporation: Market Development Table 113:Kubota Corporation: Partnerships, Collaborations, Joint Ventures, and Alliances Table 114:Kubota Corporation: Merger and Acquisition Table 115:Raven Industries Inc.: Service Portfolio Table 116:Raven Industries Inc.: Market Development Table 117:Raven Industries Inc.: Product Development Table 118:Raven Industries Inc.: Merger and Acquisition Table 119:Robert Bosch GmbH: Service Portfolio Table 120:Robert Bosch GmbH: Product Development Table 121:Robert Bosch GmbH: Partnerships, Joint Ventures, Collaborations, and Alliances Table 122:Small Robot Company: Service Portfolio Table 123:Small Robot Company: Product Development Table 124:Trimble Inc.: Service Portfolio Table 125:Trimble Inc.: Market Development Global Smart Crop Monitoring Market Table 126:Trimble Inc.: Product Development Table 127:Trimble Inc.: Partnerships, Collaborations, Joint Ventures, and Alliances Table 128:Trimble Inc.: Merger and Acquisition Table 129:AGCO Corporation: Product Portfolio Table 130:AGCO Corporation: Market Development Table 131:AGCO Corporation: Product Development Table 132:AGCO Corporation: Partnerships, Collaborations, Joint Ventures, and Alliances Table 133:AGCO Corporation: Merger and Acquisition 25 All rights reserved at BIS Research Inc.

  26. Table 134:CLAAS KGaA mbH: Service Portfolio Table 135:CLAAS KGaA mbH: Market Development Table 136:CLAAS KGaA mbH: Product Development Table 137:CLAAS KGaA mbH: Partnerships, Collaborations, Joint Ventures, and Alliances Table 138:Granular, Inc.: Service Portfolio Table 139:Granular, Inc.: Partnerships, Collaborations, Joint Ventures, and Alliances Global Smart Crop Monitoring Market 26 All rights reserved at BIS Research Inc.

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