Smart Crop Monitoring Market by Mohit_BISresearch

1 All rights reserved at BIS Research Inc. MarketMonitoringCropSmartGlobal res Focus on Product and Application, Supply Chain Analysis, and Country Analysis Analysis and Forecast: 2022 2027 July 2022 Smart RegionalAMarketMonitoringCrop-GlobalandAnalysis Table of Content

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MarketMonitoringCropSmartGlobal

3 All rights reserved at BIS Research Inc. MarketMonitoringCropSmartGlobal Table of Content Executive Summary..........................................................................30 Scope of the Study ...........................................................................38 1. Market .......................................................................................41 1.1 Industry Outlook..............................................................................................42 1.1.1 Market Definition .........................................................................................42 1.1.2 Ongoing 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 1.1.3 Ecosystem/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 1.2.1 Business 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 1.2.2 Business Challenges ..................................................................................62 1.2.2.1 Cyber and Online Data Security 62 1.2.2.2 Lack of Connectivity and Technical Awareness ................................................63 1.2.2.3 High Set Up Costs 65 1.2.3 Market Strategies and Developments........................................................66 1.2.3.1 Business Strategies 67 1.2.3.1.1 Product Development and Innovation......................................................................67 1.2.3.1.2 Business Expansion 68 1.2.3.2 Corporate Strategies 69

4 All rights reserved at BIS Research Inc. MarketMonitoringCropSmartGlobal 1.2.3.2.1 Merger and Acquisition............................................................................................69 1.2.3.2.2 Partnership, Collaboration, Joint Venture, and Alliance 70 1.2.3.2.3 Investment 71 1.2.4 Business 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 1.2.5 Impact of COVID-19 on the Global Smart Crop Monitoring Market.........75 1.3 Startup Landscape ..........................................................................................77 1.3.1 Key Startups in the Ecosystem..................................................................77 1.3.2 Funding 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 2.1.1 Weather Forecasting 81 2.1.2 Yield Monitoring ..........................................................................................83 2.1.3 Soil Monitoring ............................................................................................84 2.1.4 Crop Protection ...........................................................................................85 2.1.5 Others...........................................................................................................87 2.2 Demand Analysis of Smart Crop Monitoring (by Application).....................88 3. Product......................................................................................89 3.1 Global Smart Crop Monitoring Market (by Product).....................................90 3.1.1 Global Smart Crop Monitoring Market (by Type)......................................90 3.1.1.1 Hardware 90 3.1.1.1.1 Sensors 91 3.1.1.1.2 Equipment 92 3.1.1.1.3 Robots and Drones..................................................................................................92

5 All rights reserved at BIS Research Inc. MarketMonitoringCropSmartGlobal 3.1.1.2 Software.............................................................................................................93 3.1.1.2.1 On Cloud Solutions 93 3.1.1.2.2 On Premises Solutions............................................................................................93 3.1.1.3 Services 94 3.1.1.3.1 Software as a Service 94 3.1.1.3.2 Equipment as a Service 94 3.1.1.3.3 General Advisory and Consultation 95 3.1.1.3.4 Crop Specific Services 95 3.1.2 Global 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 3.2.1 Global Smart Crop Monitoring Market (by Type)....................................100 3.2.2 Global Smart Crop Monitoring Market (by Technology) ........................101 3.3 Supply Chain Analysis..................................................................................103 3.4 Patent Analysis..............................................................................................104 3.4.1 Patent Analysis (by Status) ......................................................................105 3.4.2 Patent Analysis (by Inventor Type)..........................................................106 3.4.3 Patents Analysis (by Patent Office) 107 4. Region .....................................................................................108 4.1 North America................................................................................................111 4.1.1 Markets.......................................................................................................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 4.1.2 Application.................................................................................................112

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

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

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

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

10 All rights reserved at BIS Research Inc. MarketMonitoringCropSmartGlobal 4.3.4.5.1.4 Business Drivers............................................................................................. 145 4.3.4.5.2 Product 145 4.3.4.5.2.1 Rest of Europe Smart Crop Monitoring Market (by Type) 145 4.4 U.K. .................................................................................................................147 4.4.1 Markets.......................................................................................................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 4.4.2 Application.................................................................................................148 4.4.2.1 U.K. Smart Crop Monitoring Market (by Application) 148 4.4.3 Product.......................................................................................................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 4.5.1 Markets.......................................................................................................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 4.5.2 Application.................................................................................................152 4.5.2.1 Middle East and Africa Smart Crop Monitoring Market (by Application) 152 4.5.3 Product.......................................................................................................152 4.5.3.1 Middle East and Africa Smart Crop Monitoring Market (by Type) 152 4.5.3.1.1 Middle East and Africa Smart Crop Monitoring Market (by Hardware) 153 4.5.3.1.2 Middle East and Africa Smart Crop Monitoring Market (by Software) 153 4.5.3.1.3 Middle 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 4.5.4 Middle East and Africa (by Country)........................................................154 4.5.4.1 Middle East 154

11 All rights reserved at BIS Research Inc. MarketMonitoringCropSmartGlobal 4.5.4.1.1 Saudi Arabia...........................................................................................................154 4.5.4.1.1.1 Market 155 4.5.4.1.1.1.1 Buyer Attributes 155 4.5.4.1.1.1.2 Key Smart Crop Monitoring Operators in Saudi Arabia 155 4.5.4.1.1.1.3 Business Drivers 155 4.5.4.1.1.1.4 Business Challenges 155 4.5.4.1.1.2 Product 156 4.5.4.1.1.2.1 Middle East Smart Crop Monitoring Market (by Type) 156 4.5.4.2 Africa 156 4.5.4.2.1 South Africa 156 4.5.4.2.1.1 Market 157 4.5.4.2.1.1.1 Buyer Attributes 157 4.5.4.2.1.1.2 Key Smart Crop Monitoring Operators in South Africa 157 4.5.4.2.1.1.3 Business Challenges 157 4.5.4.2.1.1.4 Business Drivers 157 4.5.4.2.1.2 Product............................................................................................................ 158 4.5.4.2.1.2.1 Africa Smart Crop Monitoring Market (by Type) 158 4.64.6.1China...............................................................................................................160Markets.......................................................................................................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 4.6.2 Application.................................................................................................162 4.6.2.1 China Smart Crop Monitoring Market (by Application) 162 4.6.3 Product.......................................................................................................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 4.7.1 Markets.......................................................................................................165

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

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

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

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

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

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

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

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

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

Figure Global Smart Crop Monitoring Market (by Region), $Million, 2021 Global Smart Crop Monitoring Market Coverage

Figure 14: Product Development and Innovation (by Company), 2018 2022 15: Business Expansion (by Company), 2018 2022 16: Merger and Acquisition (by Company), 2018 2022 Partnerships, Collaborations, and Joint Ventures (by Company), 2018 2022 Investments Raised by Various Agri Tech Startups in India (2010 2019) Global Smart Crop Monitoring Market (by Application)

Figure 26:

22:

12:

Figure Smart Crop Monitoring Market (by Product Type)

Figure 25:

Figure 7:

Figure Global Smart Crop Monitoring Market, $Billion, 2021 2027 Market Dynamics for Smart Crop Monitoring Market

10:

Figure

Figure 17:

Figure

Figure 21: Supply Chain Analysis of Global Smart Crop Monitoring Market

Figure

Figure 30:

Figure Smart Crop Monitoring Patent Trend, 2018 2022 23: Patent Analysis (by Status), January 2018-May 2022 24: Patent Analysis (by Status), January 2018 May 2022 Patent Analysis (by Inventor Type), January 2018 May 2022 Patents Analysis (by Patent Office), January 2018 May 2022 Competitive Benchmarking Matrix Data Triangulation

Figure 2:

Figure 19:

Figure Percentage of Population in Various Countries Affected by Cyber Crime and Data Breach (2020 2021) 13: Share of Key Market Strategies and Developments, 2018 2022

20:

Figure

Figure Smart Crop Monitoring Trend

Figure 28:

Figure 9: Smart Crop Monitoring Market, Business Dynamics

Figure Crop Yield Losses in India, 2019 Figure 11: Economic Losses to Major Crops Produced in India, 2019

Figure

Figure Global Smart Crop Monitoring Market (by Product)

Figure Smart Crop Monitoring Market (by Application) Smart Crop Monitoring Market (by Product Technology)

Figure 18:

Figure 27:

Figure Top Down and Bottom Up Approach Assumptions and Limitations

29:

Figure 4:

1: Key Consortiums and Associations in the Global

Monitoring Market Table 2: Key Regulatory Bodies on the Global

Table 11: Products Pertaining to Smart Crop Monitoring Market

Table 19: North America Smart Crop Monitoring Market (by Type), $Million, 2021 2027

Table Global Smart Crop Monitoring Market (by Application), $Million, 2021 2027

Table Smart Crop Smart Crop Smart Crop

Table Crop Protection in Global Smart Crop Monitoring Market

Monitoring Market

Table 23: North America Smart Crop Monitoring Market (by Technology), $Million, 2021 2027

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 30: South America Smart Crop Monitoring Market (by Software), $Million, 2021 2027

Companies in

Table 15: Global Smart Crop Monitoring Market (by Service), $Million, 2021 2027

Table 21: North America Smart Crop Monitoring Market (by Software), $Million, 2021 2027

Table 28: South America Smart Crop Monitoring Market (by Type), $Million, 2021 2027

Table 20: North America Smart Crop Monitoring Market (by Hardware), $Million, 2021 2027

Table 18: North America Smart Crop Monitoring Market (by Application), $Million, 2021 2027

Table 31: South America Smart Crop Monitoring Market (by Service), $Million, 2021 2027

Table 17: Global Smart Crop Monitoring Market (by Region), $Million, 2021 2027

10:

Table 16: Global Smart Crop Monitoring Market (by Technology), $Million, 2021 2027

5: Top Innovations by

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

Table 12: Global Smart Crop Monitoring Market (by Type), $Million, 2021 2027

Table 22: North America Smart Crop Monitoring Market (by Service), $Million, 2021 2027

Table 24: U.S. Smart Crop Monitoring Market (by Type), $Million, 2021 2027

Table 29: South America Smart Crop Monitoring Market (by Hardware), $Million, 2021 2027

Monitoring Market Table 3: Global Access to Basic Infrastructure Table 4: Top Investors in

Table 32: South America Smart Crop Monitoring Market (by Technology), $Million, 2021-2027

Table Key the Global Smart Crop Monitoring Market

Products

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 27: South America Smart Crop Monitoring Market (by Application), $Million, 2021 2027

Table 42: Germany Smart Crop Monitoring Market (by Type), $Million, 2021-2027

Table Argentina Smart Crop Monitoring Market (by Type), $Million, 2021 2027

39:

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 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 60: China Smart Crop Monitoring Market (by Technology), $Million, 2021 2027

Table Middle East and Africa Smart Crop Monitoring Market (by Hardware), $Million, 2021 2027

Table 66: Asia Pacific Smart Crop Monitoring Market (by Technology), $Million, 2021 2027

Table 56: Middle East Smart Crop Monitoring Market (by Type), $Million, 2021 2027

Table Brazil Smart Crop Monitoring Market (by Type), $Million, 2021 2027

Table 51: Middle East and Africa Smart Crop Monitoring Market (by Type), $Million, 2021 2027

34:

33:

36:

37:

Table 48: U.K. Smart Crop Monitoring Market (by Type), $Million, 2021 2027

Table Europe Smart Crop Monitoring Market (by Software), $Million, 2021 2027

Table Europe Smart Crop Monitoring Market (by Hardware), $Million, 2021 2027

Table Middle East and Africa Smart Crop Monitoring Market (by Application), $Million, 2021 2027

46:

50:

52:

Table Europe Smart Crop Monitoring Market (by Application), $Million, 2021 2027

63:

45:

Table 58: China Smart Crop Monitoring Market (by Application), $Million, 2021 2027

Table 49: U.K. Smart Crop Monitoring Market (by Technology), $Million, 2021 2027

Table 59: China Smart Crop Monitoring Market (by Type), $Million, 2021 2027

40:

Table 47: U.K. Smart Crop Monitoring Market (by Application), $Million, 2021 2027

Table 53: Middle East and Africa Smart Crop Monitoring Market (by Software), $Million, 2021 2027

Table 57: Africa 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 Italy Smart Crop Monitoring Market (by Type), $Million, 2021 2027

Table 54: Middle East and Africa Smart Crop Monitoring Market (by Service), $Million, 2021 2027

Table 41: Europe Smart Crop Monitoring Market (by Technology), $Million, 2021 2027

Table 65: Asia Pacific Smart Crop Monitoring Market (by Service), $Million, 2021 2027

35:

Table 55: Middle East and Africa Smart Crop Monitoring Market (by Technology), $Million, 2021 2027

Table Europe Smart Crop Monitoring Market (by Type), $Million, 2021 2027

Table Rest of Europe Smart Crop Monitoring Market (by Type), $Million, 2021 2027

Table Europe Smart Crop Monitoring Market (by Service), $Million, 2021 2027

Table Rest of South America Smart Crop Monitoring Market (by Type), $Million, 2021 2027

38:

24 All rights reserved at BIS Research Inc. MarketMonitoringCropSmartGlobal 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 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

25 All rights reserved at BIS Research Inc. MarketMonitoringCropSmartGlobal 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 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

26 All rights reserved at BIS Research Inc. MarketMonitoringCropSmartGlobal 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

27 All rights reserved at BIS Research Inc. MarketMonitoringCropSmartGlobal BIS Research Offerings: We are on a mission to harness the potential of disruptive technologies to make businesses thrive in today’s digital age. We have the vision to be a leading and preferred knowledge partner for corporates and institutions worldwide and assist them with market intelligence in the area of emerging technologies, advisories, and other innovative solutions. Know More Know KnowMoreMore Know More

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