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IoT in Agriculture Market: Increasing Demand for Global Food Production to Drive

Internet of Things (IoT) consists of enhanced objects integrated with technology to enable operations such as sensing, processing, and sending data to other networks. Over the past few years, the application of IoT in agriculture has enables smart farming.

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IoT in Agriculture Market: Increasing Demand for Global Food Production to Drive

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  1. res Global IoT in Agriculture Market Table of Content Attribution: https://pixabay.com/photos/tire-rim-car-mechanic-114259/ Focus on System, Application, and Global IoT in Agriculture Market Country-Wise Analysis Analysis and Forecast: 2019-2026 January 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 the market estimations, technology analysis, emerging high- growth applications, deeply segmented granular country-level market data and other important market parameters useful in the strategic decision making for senior management. BIS Research provides multi-client reports, company profiles, databases, and custom research services. Global IoT in Agriculture 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 .......................................................................... 24 1.Markets ..................................................................................... 31 1.1 Industry Outlook .............................................................................................. 32 1.1.1Market Definition ......................................................................................... 32 1.1.2Emerging Trends in Global IoT in Agriculture Market .............................. 33 1.1.2.1 Artificial Intelligence (AI) in the Agricultural Industry .......................................... 33 1.1.2.2 Securing the Agriculture Value Chain with Blockchain Technology .................. 35 1.1.3Ecosystem/Ongoing Programs .................................................................. 36 1.1.3.1 Government Initiatives ....................................................................................... 36 1.1.3.2 Consortiums and Associations .......................................................................... 37 1.1.3.3 Regulatory Bodies ............................................................................................. 41 1.2 Supply Chain Analysis .................................................................................... 43 1.3 Patent Analysis ................................................................................................ 44 1.3.1Patent Analysis (by Status) ........................................................................ 45 1.3.2Patent Analysis (by Inventor Type) ............................................................ 46 1.3.2.1 Patents Analysis (by Patent Office) ................................................................... 46 1.4 Business Dynamics ......................................................................................... 47 1.4.1Business Drivers ......................................................................................... 47 1.4.1.1 Increasing Demand for Global Food Production ................................................ 47 1.4.1.2 Surging Use of Advanced Technologies in Agriculture ...................................... 50 1.4.1.3 Emerging Complexities in Data-Driven Farming ................................................ 53 Global IoT in Agriculture Market 1.4.1.4 Decreasing Workforce in Agricultural Sector ..................................................... 54 1.4.2Business Challenges .................................................................................. 55 1.4.2.1 Lack of Proper Internet and Network Connectivity ............................................ 55 1.4.2.2 Cyber and Online Data Security ........................................................................ 56 1.4.2.3 Huge Setup and Subscription Costs .................................................................. 58 3 All rights reserved at BIS Research Inc.

  4. 1.4.2.4 Reluctance to Adopt and Lack of Technical Awareness .................................... 59 1.4.3Business Strategies .................................................................................... 59 1.4.3.1 Product Development and Innovation ................................................................ 60 1.4.3.2 Market Developments ........................................................................................ 61 1.4.3.3 Other Strategies ................................................................................................. 62 1.4.4Corporate Strategies ................................................................................... 62 1.4.4.1 Mergers and Acquisitions .................................................................................. 62 1.4.4.2 Partnerships, Collaborations, and Joint Ventures .............................................. 63 1.4.5Business Opportunities .............................................................................. 64 1.4.5.1 Growing Trend of Agriculture Service Economy ................................................ 64 1.4.5.2 Increasing Investments in Agricultural Technology Sector ................................ 66 1.4.5.3 Increasing Market Opportunities in Developing Countries ................................. 68 1.4.5.4 Favorable Government Initiatives to Support IoT in Agriculture ........................ 68 1.4.6Impact of COVID-19 on the Global IoT in Agriculture Market .................. 69 2.Application ................................................................................ 71 2.1 Global IoT in Agriculture Market (by Application) ........................................ 72 2.1.1Precision Crop Farming .............................................................................. 72 2.1.2Livestock Monitoring and Management .................................................... 72 2.1.3Indoor Farming ............................................................................................ 73 2.1.4Aquaculture ................................................................................................. 73 2.1.5Others ........................................................................................................... 74 2.2 Demand Analysis of the Global IoT in Agriculture Market (by Global IoT in Agriculture Market Application) ...................................................................................................... 74 3.Products .................................................................................... 75 3.1 Global IoT in Agriculture Market (by System Type) ...................................... 76 3.1.1Sensing ........................................................................................................ 76 3.1.2Communication ........................................................................................... 78 3.1.3Cloud Computing ........................................................................................ 80 4 All rights reserved at BIS Research Inc.

  5. 3.1.4Data Management System .......................................................................... 81 3.2 Demand Analysis of the Global IoT in Agriculture Market (by System Type) ................................................................................................................. 82 4.Regions ..................................................................................... 83 4.1 North America .................................................................................................. 87 4.1.1Market ........................................................................................................... 88 4.1.1.1 Key IoT in Agriculture Systems Providers Operating in North America ............. 88 4.1.1.2 Business Drivers ................................................................................................ 88 4.1.1.3 Business Challenges ......................................................................................... 88 4.1.2Application ................................................................................................... 88 4.1.2.1 North America IoT in Agriculture Market (by Application), $Million, 2019- 2026 ................................................................................................................... 88 4.1.3Country ......................................................................................................... 89 4.1.3.1 North America IoT in Agriculture Market (by Country), $Million, 2019- 2026 ................................................................................................................... 89 4.1.3.2 U.S. .................................................................................................................... 89 4.1.3.2.1Market ...................................................................................................................... 90 4.1.3.2.1.1Buyer Attributes ................................................................................................ 90 4.1.3.2.1.2Key IoT in Agriculture Systems Providers Operating in the U.S. ..................... 90 4.1.3.2.1.3Business Drivers ............................................................................................... 90 4.1.3.2.1.4Business Challenges ........................................................................................ 90 4.1.3.3 Canada .............................................................................................................. 91 4.1.3.3.1Market ...................................................................................................................... 92 4.1.3.3.1.1Buyer Attributes ................................................................................................ 92 Global IoT in Agriculture Market 4.1.3.3.1.2Key IoT in Agriculture Systems Providers Operating in Canada ...................... 92 4.1.3.3.1.3Business Drivers ............................................................................................... 92 4.1.3.3.1.4Business Challenges ........................................................................................ 92 4.1.3.4 Mexico ............................................................................................................... 92 4.1.3.4.1Market ...................................................................................................................... 93 4.1.3.4.1.1Buyer Attributes ................................................................................................ 93 5 All rights reserved at BIS Research Inc.

  6. 4.1.3.4.1.2Key IoT in Agriculture Systems Providers Operating in Mexico ....................... 93 4.1.3.4.1.3Business Drivers ............................................................................................... 93 4.1.3.4.1.4Business Challenges ........................................................................................ 93 4.2 South America ................................................................................................. 95 4.2.1Market ........................................................................................................... 95 4.2.1.1 Key IoT in Agriculture Systems Providers in South America ............................. 95 4.2.1.2 Business Drivers ................................................................................................ 95 4.2.1.3 Business Challenges ......................................................................................... 95 4.2.2Application ................................................................................................... 96 4.2.2.1 South America IoT in Agriculture Market (by Application), $Million, 2019- 2026 ................................................................................................................... 96 4.2.3Country ......................................................................................................... 96 4.2.3.1 South America IoT in Agriculture Market (by Country), $Million, 2019- 2026 ................................................................................................................... 96 4.2.3.2 Brazil .................................................................................................................. 96 4.2.3.2.1Market ...................................................................................................................... 98 4.2.3.2.1.1Buyer Attributes ................................................................................................ 98 4.2.3.2.1.2Key IoT in Agriculture Systems Providers Operating in Brazil ......................... 98 4.2.3.2.1.3Business Drivers ............................................................................................... 98 4.2.3.2.1.4Business Challenges ........................................................................................ 98 4.2.3.3 Argentina ........................................................................................................... 98 4.2.3.3.1Market ...................................................................................................................... 99 4.2.3.3.1.1Buyer Attributes ................................................................................................ 99 4.2.3.3.1.2Key IoT in Agriculture Systems Providers Operating in Argentina ................... 99 Global IoT in Agriculture Market 4.2.3.3.1.3Business Drivers ............................................................................................... 99 4.2.3.3.1.4Business Challenges ........................................................................................ 99 4.2.3.4 Rest-of-South America ...................................................................................... 99 4.3 Europe ............................................................................................................ 101 4.3.1Market ......................................................................................................... 102 4.3.1.1 Key IoT in Agriculture Systems Providers Operating in Europe ...................... 102 6 All rights reserved at BIS Research Inc.

  7. 4.3.1.2 Business Drivers .............................................................................................. 102 4.3.1.3 Business Challenges ....................................................................................... 102 4.3.2Application ................................................................................................. 103 4.3.2.1 Europe IoT in Agriculture Market (by Application), $Million, 2019-2026 .......... 103 4.3.3Country ....................................................................................................... 103 4.3.3.1 Europe IoT in Agriculture Market (by Country), $ Million, 2019-2026 .............. 103 4.3.3.2 Germany .......................................................................................................... 104 4.3.3.2.1Market .................................................................................................................... 105 4.3.3.2.1.1Buyer Attributes .............................................................................................. 105 4.3.3.2.1.2Key IoT in Agriculture Systems Providers Operating in Germany.................. 105 4.3.3.2.1.3Business Drivers ............................................................................................. 105 4.3.3.2.1.4Business Challenges ...................................................................................... 105 4.3.3.3 U.K. .................................................................................................................. 105 4.3.3.3.1Market .................................................................................................................... 106 4.3.3.3.1.1Buyer Attributes .............................................................................................. 106 4.3.3.3.1.2Key IoT in Agriculture Systems Providers Operating in the U.K .................... 107 4.3.3.3.1.3Business Drivers ............................................................................................. 107 4.3.3.3.1.4Business Challenges ...................................................................................... 107 4.3.3.4 France .............................................................................................................. 107 4.3.3.4.1Market .................................................................................................................... 108 4.3.3.4.1.1Buyer Attributes .............................................................................................. 108 4.3.3.4.1.2Key IoT in Agriculture Systems Providers Operating in France ..................... 108 4.3.3.4.1.3Business Drivers ............................................................................................. 108 4.3.3.4.1.4Business Challenges ...................................................................................... 108 Global IoT in Agriculture Market 4.3.3.5 Italy .................................................................................................................. 109 4.3.3.5.1Market .................................................................................................................... 109 4.3.3.5.1.1Buyer Attributes .............................................................................................. 109 4.3.3.5.1.2Key IoT in Agriculture Systems Providers Operating in Italy .......................... 109 4.3.3.5.1.3Business Drivers ............................................................................................. 109 4.3.3.5.1.4Business Challenges ...................................................................................... 110 7 All rights reserved at BIS Research Inc.

  8. 4.3.3.6 Netherlands ..................................................................................................... 110 4.3.3.6.1Market .................................................................................................................... 111 4.3.3.6.1.1Buyer Attributes .............................................................................................. 111 4.3.3.6.1.2Key IoT in Agriculture Systems Providers Operating in the Netherlands ....... 111 4.3.3.6.1.3Business Challenges ...................................................................................... 111 4.3.3.6.1.4Business Drivers ............................................................................................. 111 4.3.3.7 Spain ................................................................................................................ 112 4.3.3.7.1Market .................................................................................................................... 112 4.3.3.7.1.1Buyer Attributes .............................................................................................. 112 4.3.3.7.1.2Key IoT in Agriculture Systems Providers Operating in Spain ....................... 112 4.3.3.7.1.3Business Drivers ............................................................................................. 113 4.3.3.7.1.4Business Challenges ...................................................................................... 113 4.3.3.8 Denmark .......................................................................................................... 113 4.3.3.8.1Market .................................................................................................................... 114 4.3.3.8.1.1Buyer Attributes .............................................................................................. 114 4.3.3.8.1.2Key IoT in Agriculture Systems Providers Operating in Denmark .................. 114 4.3.3.8.1.3Business Drivers ............................................................................................. 114 4.3.3.8.1.4Business Challenges ...................................................................................... 114 4.3.3.9 Rest-of-Europe ................................................................................................ 114 4.4 Middle East and Africa .................................................................................. 117 4.4.1Market ......................................................................................................... 117 4.4.1.1 Key IoT in Agriculture Systems Providers in the Middle East and Africa ......... 117 4.4.1.2 Business Drivers .............................................................................................. 117 4.4.1.3 Business Challenges ....................................................................................... 117 Global IoT in Agriculture Market 4.4.2Application ................................................................................................. 118 4.4.2.1 Middle East and Africa IoT in Agriculture Market (by Application) ................... 118 4.4.3Middle East and Africa (by Country) ........................................................ 118 4.4.3.1 Middle East ...................................................................................................... 118 4.4.3.1.1Market .................................................................................................................... 119 4.4.3.1.1.1Buyer Attributes .............................................................................................. 119 8 All rights reserved at BIS Research Inc.

  9. 4.4.3.1.1.2Key IoT in Agriculture Systems Providers Operating in the Middle East ....... 119 4.4.3.1.1.3Business Challenges ...................................................................................... 119 4.4.3.2 Africa ................................................................................................................ 119 4.4.3.2.1Market .................................................................................................................... 119 4.4.3.2.1.1Buyer Attributes .............................................................................................. 119 4.4.3.2.1.2Key IoT in Agriculture Systems Providers Operating in Africa ....................... 119 4.4.3.2.1.3Business Challenges ...................................................................................... 120 4.4.3.2.1.4Business Drivers ............................................................................................. 120 4.5 Asia-Pacific and Japan .................................................................................. 122 4.5.1Market ......................................................................................................... 123 4.5.1.1 Key IoT in Agriculture Systems Providers Operating in Asia-Pacific and Japan ............................................................................................................... 123 4.5.1.2 Business Drivers .............................................................................................. 123 4.5.1.3 Business Challenges ....................................................................................... 123 4.5.2Application ................................................................................................. 124 4.5.2.1 Asia Pacific and Japan IoT in Agriculture Market (by Application), $Million, 2019-2026 ........................................................................................................ 124 4.5.3Country ....................................................................................................... 124 4.5.3.1 Asia-Pacific and Japan IoT in Agriculture Market (by Country), $Million, 2019-2026 ........................................................................................................ 124 4.5.3.2 India ................................................................................................................. 125 4.5.3.2.1Market .................................................................................................................... 126 4.5.3.2.1.1Buyer Attributes .............................................................................................. 126 4.5.3.2.1.2Key IoT in Agriculture Systems Providers Operating in India ......................... 126 Global IoT in Agriculture Market 4.5.3.2.1.3Business Drivers ............................................................................................. 126 4.5.3.2.1.4Business Challenges ...................................................................................... 126 4.5.3.3 Japan ............................................................................................................... 127 4.5.3.3.1Market .................................................................................................................... 128 4.5.3.3.1.1Buyer Attributes .............................................................................................. 128 4.5.3.3.1.2Key IoT in Agriculture Systems Providers Operating in Japan ....................... 128 9 All rights reserved at BIS Research Inc.

  10. 4.5.3.3.1.3Business Drivers ............................................................................................. 128 4.5.3.3.1.4Business Challenges ...................................................................................... 128 4.5.3.4 China ............................................................................................................... 128 4.5.3.4.1Market .................................................................................................................... 129 4.5.3.4.1.1Buyer Attributes .............................................................................................. 129 4.5.3.4.1.2Key IoT in Agriculture Systems Providers Operating in China ....................... 130 4.5.3.4.1.3Business Drivers ............................................................................................. 130 4.5.3.4.1.4Business Challenges ...................................................................................... 130 4.5.3.5 Australia and New Zealand .............................................................................. 130 4.5.3.5.1Market .................................................................................................................... 131 4.5.3.5.1.1Buyer Attributes .............................................................................................. 131 4.5.3.5.1.2Key IoT in Agriculture Systems Providers Operating in Australia and New Zealand ................................................................................................................. 131 4.5.3.5.1.3Buyer Drivers .................................................................................................. 131 4.5.3.5.1.4Business Challenges ...................................................................................... 131 4.5.3.6 Vietnam ............................................................................................................ 132 4.5.3.6.1Market .................................................................................................................... 132 4.5.3.6.1.1Buyer Attributes .............................................................................................. 132 4.5.3.6.1.2Key IoT in Agriculture Systems Providers in Vietnam .................................... 132 4.5.3.6.1.3Business Drivers ............................................................................................. 132 4.5.3.6.1.4Business Challenges ...................................................................................... 133 4.5.3.7 Malaysia ........................................................................................................... 133 4.5.3.7.1Market .................................................................................................................... 133 4.5.3.7.1.1Buyer Attributes .............................................................................................. 133 4.5.3.7.1.2Key IoT in Agriculture Systems Providers in Malaysia ................................... 133 Global IoT in Agriculture Market 4.5.3.7.1.3Business Drivers ............................................................................................. 133 4.5.3.7.1.4Business Challenges ...................................................................................... 134 4.5.3.8 Indonesia ......................................................................................................... 134 4.5.3.8.1Market .................................................................................................................... 134 4.5.3.8.1.1Buyer Attributes .............................................................................................. 134 4.5.3.8.1.2Key IoT in Agriculture Systems Providers in Indonesia .................................. 134 10 All rights reserved at BIS Research Inc.

  11. 4.5.3.8.1.3Business Drivers ............................................................................................. 134 4.5.3.8.1.4Business Challenges ...................................................................................... 135 4.5.3.9 Rest-of-Asia-Pacific ......................................................................................... 135 5. Markets - Competitive Benchmarking & Company Profiles ...... 136 5.1 Competitive Benchmarking .......................................................................... 137 5.2 Precision Crop Farming ................................................................................ 140 5.3 Company Profiles .......................................................................................... 140 5.3.1DEERE & COMPANY ................................................................................. 140 5.3.1.1 Company Overview ......................................................................................... 140 5.3.1.2 Role of Deere & Company in the Global IoT in Agriculture Market ................. 140 5.3.1.3 Product Portfolio .............................................................................................. 141 5.3.1.4 Business Strategies ......................................................................................... 143 5.3.1.4.1Market Developments ............................................................................................ 143 5.3.1.4.2Product Developments ........................................................................................... 143 5.3.1.5 Corporate Strategies ........................................................................................ 143 5.3.1.5.1Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 143 5.3.1.5.2Mergers and Acquisitions ....................................................................................... 144 5.3.1.6 Strength and Weakness of Deere & Company ................................................ 144 5.3.2Microsoft Corporation ............................................................................... 145 5.3.2.1 Company Overview ......................................................................................... 145 5.3.2.2 Role of Microsoft Corporation in the Global IoT in Agriculture Market ............. 145 5.3.2.3 Service Portfolio ............................................................................................... 146 5.3.2.4 Business Strategies ......................................................................................... 146 Global IoT in Agriculture Market 5.3.2.4.1Market Developments ............................................................................................ 146 5.3.2.4.2Product Launch ...................................................................................................... 146 5.3.2.5 Corporate Strategies ........................................................................................ 147 5.3.2.5.1Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 147 5.3.2.6 Strength and Weakness of Microsoft Corporation ........................................... 147 5.3.3CNH Industrial NV ...................................................................................... 148 11 All rights reserved at BIS Research Inc.

  12. 5.3.3.1 Company Overview ......................................................................................... 148 5.3.3.2 Role of CNH Industrial NV in the Global IoT in Agriculture Market .................. 148 5.3.3.3 Service Portfolio ............................................................................................... 148 5.3.3.4 Corporate Strategies ........................................................................................ 149 5.3.3.4.1Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 149 5.3.3.4.2Mergers and Acquisitions ....................................................................................... 149 5.3.3.5 Strength and Weakness of CNH Industrial NV ................................................ 150 5.3.4Robert Bosch GmbH ................................................................................. 151 5.3.4.1 Company Overview ......................................................................................... 151 5.3.4.2 Role of Robert Bosch GmbH in the Global IoT in Agriculture Market .............. 151 5.3.4.3 Service Portfolio ............................................................................................... 152 5.3.4.4 Business Strategies ......................................................................................... 152 5.3.4.4.1Product Launch ...................................................................................................... 152 5.3.4.5 Corporate Strategies ........................................................................................ 152 5.3.4.5.1Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 152 5.3.4.6 Strength and Weakness of Robert Bosch GmbH ............................................ 153 5.3.5Agrivi .......................................................................................................... 154 5.3.5.1 Company Overview ......................................................................................... 154 5.3.5.2 Role of Agrivi in the Global IoT in Agriculture Market ...................................... 154 5.3.5.3 Service Portfolio ............................................................................................... 154 5.3.5.4 Business Strategies ......................................................................................... 155 5.3.5.4.1Product Launch ...................................................................................................... 155 5.3.5.5 Corporate Strategies ........................................................................................ 155 Global IoT in Agriculture Market 5.3.5.5.1Partnership, Collaborations, Joint Ventures, and Alliances ................................... 155 5.3.5.6 Strength and Weakness of Agrivi .................................................................... 156 5.3.6The Climate Corporation ........................................................................... 157 5.3.6.1 Company Overview ......................................................................................... 157 5.3.6.2 Role of The Climate Corporation in the Global IoT in Agriculture Market ........ 157 5.3.6.3 Service Portfolio ............................................................................................... 158 12 All rights reserved at BIS Research Inc.

  13. 5.3.6.4 Corporate Strategies ........................................................................................ 158 5.3.6.4.1Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 158 5.3.6.5 Strength and Weakness of The Climate Corporation ...................................... 159 5.4 Indoor Farming .............................................................................................. 160 5.4.1Granular Inc. .............................................................................................. 160 5.4.1.1 Company Overview ......................................................................................... 160 5.4.1.2 Role of Granular Inc. in the Global IoT in Agriculture Market .......................... 160 5.4.1.3 Service Portfolio ............................................................................................... 160 5.4.1.4 Corporate Strategies ........................................................................................ 161 5.4.1.4.1Partnerships, Collaborations, Joint Ventures, and Alliances ................................. 161 5.4.1.5 Strength and Weakness Granular Inc. ............................................................. 161 5.4.2Harvest Croo Robotics, LLC ..................................................................... 162 5.4.2.1 Company Overview ......................................................................................... 162 5.4.2.2 Role of Harvest Croo Robotics, LLC in the Global IoT in Agriculture Market .............................................................................................................. 162 5.4.2.3 Service Portfolio ............................................................................................... 163 5.4.2.4 Strength and Weakness of Harvest Croo Robotics, LLC ................................. 163 5.4.3AeroFarms ................................................................................................. 164 5.4.3.1 Company Overview ......................................................................................... 164 5.4.3.2 Role of AeroFarms in the Global IoT in Agriculture Market ............................. 164 5.4.3.3 Service Portfolio ............................................................................................... 164 5.4.3.4 Business Strategies ......................................................................................... 165 5.4.3.4.1Product Developments ........................................................................................... 165 Global IoT in Agriculture Market 5.4.3.5 Corporate Strategies ........................................................................................ 166 5.4.3.5.1Partnerships, Collaborations, Joint Ventures, and Alliances ................................. 166 5.4.3.5.2Mergers and Acquisitions ....................................................................................... 166 5.4.3.6 Strength and Weakness of AeroFarms ............................................................ 166 5.4.4OSRAM GmbH. .......................................................................................... 168 5.4.4.1 Company Overview ......................................................................................... 168 13 All rights reserved at BIS Research Inc.

  14. 5.4.4.2 Role of OSRAM GmbH. in the Global IoT in Agriculture Market ..................... 168 5.4.4.3 Product Portfolio .............................................................................................. 168 5.4.4.4 Business Strategies ......................................................................................... 169 5.4.4.4.1Business Expansion ............................................................................................... 169 5.4.4.4.2Product Developments ........................................................................................... 169 5.4.4.5 Corporate Strategies ........................................................................................ 169 5.4.4.5.1Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 169 5.4.4.5.2Mergers and Acquisitions ....................................................................................... 170 5.4.4.6 Strength and Weakness of OSRAM GmbH. .................................................... 170 5.4.5AmHydro. ................................................................................................... 171 5.4.5.1 Company Overview ......................................................................................... 171 5.4.5.2 Role of AmHydro. in the Global IoT in Agriculture Market ............................... 171 5.4.5.3 Product Portfolio .............................................................................................. 171 5.4.5.4 Business Strategies ......................................................................................... 171 5.4.5.4.1Business Expansion ............................................................................................... 171 5.4.5.5 Corporate Strategies ........................................................................................ 172 5.4.5.5.1Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 172 5.4.5.6 Strength and Weekness of AmHydro .............................................................. 172 5.4.6Kalera ......................................................................................................... 173 5.4.6.1 Company Overview ......................................................................................... 173 5.4.6.2 Role of Kalera in the Global IoT in Agriculture Market ..................................... 173 5.4.6.3 Service Portfolio ............................................................................................... 173 5.4.6.4 Business Strategies ......................................................................................... 174 5.4.6.4.1Business Expansion ............................................................................................... 174 Global IoT in Agriculture Market 5.4.6.5 Corporate Strategies ........................................................................................ 174 5.4.6.5.1Mergers and Acquisitions ....................................................................................... 174 5.4.6.6 Strength and Weakness of Kalera ................................................................... 174 5.4.7Heliospectra AB ......................................................................................... 175 5.4.7.1 Company Overview ......................................................................................... 175 14 All rights reserved at BIS Research Inc.

  15. 5.4.7.2 Role of Heliospectra AB in the Global IoT in Agriculture Market ..................... 175 5.4.7.3 Product Portfolio .............................................................................................. 175 5.4.7.4 Corporate Strategies ........................................................................................ 176 5.4.7.4.1Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 176 5.4.7.5 Strength and Weakness of Heliospectra AB .................................................... 177 5.4.8Signify Holding (Koninklijke Philips N.V.) ............................................... 178 5.4.8.1 Company Overview ......................................................................................... 178 5.4.8.2 Role of Signify Holding (Koninklijke Philips N.V.) in the Global IoT in Agriculture Market ............................................................................................ 178 5.4.8.3 Product Portfolio .............................................................................................. 178 5.4.8.4 Business Strategies ......................................................................................... 179 5.4.8.4.1Business Expansion ............................................................................................... 179 5.4.8.5 Corporate Strategies ........................................................................................ 179 5.4.8.5.1Mergers and Acquisitions ....................................................................................... 179 5.4.8.6 Strength and Weakness of Signify Holding (Koninklijke Philips N.V.) ............. 179 5.5 Livestock Monitoring and Management....................................................... 180 5.5.1Connecterra B.V. ....................................................................................... 180 5.5.1.1 Company Overview ......................................................................................... 180 5.5.1.2 Role of Connecterra B.V. in the Global IoT in Agriculture Market ................... 180 5.5.1.3 Service Portfolio ............................................................................................... 180 5.5.1.4 Business Strategies ......................................................................................... 181 5.5.1.4.1Market Developments ............................................................................................ 181 5.5.1.5 Corporate Strategies ........................................................................................ 181 5.5.1.5.1Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 181 Global IoT in Agriculture Market 5.5.1.6 Strength and Weakness Connecterra B.V. ...................................................... 181 5.5.2DeLaval ....................................................................................................... 182 5.5.2.1 Company Overview ......................................................................................... 182 5.5.2.2 Role of DeLaval in the Global IoT in Agriculture Market .................................. 182 5.5.2.3 Service Portfolio ............................................................................................... 182 15 All rights reserved at BIS Research Inc.

  16. 5.5.2.4 Business Strategies ......................................................................................... 183 5.5.2.4.1Product Developments ........................................................................................... 183 5.5.2.4.2Market Developments ............................................................................................ 183 5.5.2.5 Corporate Strategies ........................................................................................ 183 5.5.2.5.1Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 183 5.5.2.5.2Mergers and Acquisitions ....................................................................................... 183 5.5.2.6 Strength and Weakness DeLaval .................................................................... 184 5.5.3Allflex USA Inc. .......................................................................................... 185 5.5.3.1 Company Overview ......................................................................................... 185 5.5.3.2 Role of Allflex USA Inc. in the Global IoT in Agriculture Market ...................... 185 5.5.3.3 Service Portfolio ............................................................................................... 185 5.5.3.4 Business Strategies ......................................................................................... 186 5.5.3.4.1Market Developments ............................................................................................ 186 5.5.3.4.2Product Developments ........................................................................................... 186 5.5.3.5 Corporate Strategies ........................................................................................ 187 5.5.3.5.1Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 187 5.5.3.5.2Mergers and Acquisitions ....................................................................................... 187 5.5.3.6 Strength and Weakness of Allflex USA Inc. ..................................................... 187 5.5.4Boumatic LLC ............................................................................................ 188 5.5.4.1 Company Overview ......................................................................................... 188 5.5.4.2 Role of Boumatic LLC in the Global IoT in Agriculture Market ........................ 188 5.5.4.3Service Portfolio ............................................................................................ 188 5.5.4.4 Corporate Strategies ........................................................................................ 189 5.5.4.4.1Mergers and Acquisitions ....................................................................................... 189 Global IoT in Agriculture Market 5.5.4.5 Strength and Weakness Boumatic LLC ........................................................... 189 5.6 Aquaculture .................................................................................................... 190 5.6.1Aquabyte, Inc. ............................................................................................ 190 5.6.1.1 Company Overview ......................................................................................... 190 5.6.1.2 Role of Aquabyte, Inc. in the Global IoT in Agriculture Market ........................ 190 16 All rights reserved at BIS Research Inc.

  17. 5.6.1.3 Service Portfolio ............................................................................................... 190 5.6.1.4 Corporate Strategies ........................................................................................ 191 5.6.1.4.1Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 191 5.6.2Strength and Weakness of Aquabyte, Inc. .............................................. 191 5.6.3AKVA Group ASA ...................................................................................... 192 5.6.3.1 Company Overview ......................................................................................... 192 5.6.3.2 Role of AKVA Group ASA in the Global IoT in Agriculture Market .................. 192 5.6.3.3 Service Portfolio ............................................................................................... 192 5.6.3.4 Business Strategies ......................................................................................... 193 5.6.3.4.1Product Developments ........................................................................................... 193 5.6.3.5 Corporate Strategies ........................................................................................ 193 5.6.3.5.1Partnerships, Joint Ventures, Collaborations, and Alliances ................................. 193 5.6.3.5.2Mergers and Acquisitions ....................................................................................... 193 5.6.3.6 Strength and Weakness of AKVA Group ASA ................................................. 194 5.6.4Eruvaka Technologies .............................................................................. 195 5.6.4.1 Company Overview ......................................................................................... 195 5.6.4.2 Role of Eruvaka Technologies in the Global IoT in Agriculture Market ........... 195 5.6.4.3 Service Portfolio ............................................................................................... 195 5.6.4.4 Strength and Weakness Eruvaka Technologies .............................................. 195 5.7 List of Other Players ...................................................................................... 196 6.Research Methodology ............................................................ 198 6.1 Data Sources .................................................................................................. 198 6.1.1Primary Data Sources ............................................................................... 198 Global IoT in Agriculture Market 6.1.2Secondary Data Sources .......................................................................... 198 6.1.3Data Triangulation ..................................................................................... 199 6.2 Market Estimation and Forecast ................................................................... 200 6.2.1Factors for Data Prediction and Modelling ............................................. 201 17 All rights reserved at BIS Research Inc.

  18. List of Figures Figure 1:Global IoT in Agriculture Market, $Billion, 2019-2026 Figure 2:Global IoT in Agriculture Market Dynamics Figure 3:Global IoT in Agriculture Market (by Application), $Million, 2020, 2021 and-2026 Figure 4:Global IoT in Agriculture Market (by Region), $Billion, 2020 Figure 5:Global IoT in Agriculture Market Coverage Figure 6:Applications of Blockchain Technology in Agriculture Figure 7:Supply Chain Analysis of the Global IoT in Agriculture Market Figure 8:Global IoT in Agriculture Patent Trend Analysis (by Year), 2016-2021 Figure 9:Patent Analysis (by Status), January 2016-December 2021 Figure 10:Patent Analysis (by Status), January 2016-December 2021 Figure 11:Patent Analysis (by Inventor Type), January 2016-December 2021 Figure 12:Patent Analysis (by Patent Office), January 2016-December 2021 Figure 13:Global Agricultural Productivity Index, 2005-2050 Figure 14:Sources of Growth in Food Production Figure 15:Number of People Living in Urban and Rural Areas of the World, 1960-2020 Figure 16:Long-Term Evolution of Commodity Prices Figure 17:FAO Food Price Index Figure 18:USDA Investments for Development of Autonomous Services and Equipment in Agricultural Sector Figure 19:Average Data Points Generated from Agricultural IoT Devices Daily, 2014 and 2050 Figure 20:Number of People Employed in Agriculture, 2000-2015 Figure 21:Share of Agriculture in Total Employment in Various Countries, 2000-2015 Figure 22:Percentage of Population in Various Countries Affected by Cyber Crime and Data Breach, 2020- 2021 Figure 23:Share of Key Market Strategies and Developments, 2017-2021 Figure 24:Product Development and Innovation (by Company), 2017-2021 Global IoT in Agriculture Market Figure 25:Market Developments (by Company), 2017-2021 Figure 26:Mergers and Acquisitions (by Company), 2017-2021 Figure 27:Partnerships, Collaborations, and Joint Ventures (by Company), 2017-2021 Figure 28:Investments Raised by Various Agritech Start-Ups in India, 2010-2019 Figure 29:Amount in Investments Raised by Agritech Start-Ups in India, 2014-2019 Figure 30:Global IoT in Agriculture Market (by Application) 18 All rights reserved at BIS Research Inc.

  19. Figure 31:Global IoT in Agriculture Market (by System Type) Figure 32:Global IoT in Agriculture Market, Market Share (by Region), $Billion, 2020 Figure 33:Competitive Benchmarking Matrix Figure 34:Market Share Analysis (by Company), 2020 Figure 35:Data Triangulation Figure 36:Top-Down and Bottom-Up Approach Figure 37:Assumptions and Limitations Global IoT in Agriculture Market 19 All rights reserved at BIS Research Inc.

  20. List of Tables Table 1: Key Consortiums and Associations in the Global IoT in Agriculture Market Table 2: Key Regulatory Bodies on the Global IoT in Agriculture Market Table 3: Infrastructure for IoT Systems in Developed, Developing, and Underdeveloped Nations Table 4: Global IoT in Agriculture Market (by Application), $Million, 2019-2026 Table 5: Types of Sensors and Their Applications Table 6: Communication System Companies and Their Innovations Table 7: Cloud Computing Companies and Innovations Table 8: Global IoT in Agriculture Market (by System Type), $Million, 2019-2026 Table 9: Global IoT in Agriculture Market (by Region), $Million, 2019-2026 Table 10:North America IoT in Agriculture Market (by Application), $Million, 2019-2026 Table 11:North America IoT in Agriculture Market (by Country), $Million, 2019-2026 Table 12:South America IoT in Agriculture Market (by Application), $Million, 2019-2026 Table 13:South America IoT in Agriculture Market (by Country), $Million, 2019-2026 Table 14:Europe IoT in Agriculture Market (by Application), $Million, 2019-2026 Table 15:Europe IoT in Agriculture Market (by Country), $Million, 2019-2026 Table 16:Middle East and Africa IoT in Agriculture Market (by Application), $Million, 2019-2026 Table 17:Middle East and Africa IoT in Agriculture Market (by Country), $Million, 2019-2026 Table 18:Asia Pacific and Japan IoT in Agriculture Market (by Application), $Million, 2019-2026 Table 19:Asia-Pacific and Japan IoT in Agriculture Market (by Country), $Million, 2019-2026 Table 20:Deere & Company: Product Portfolio Table 21:Deere & Company: Market Developments Table 22:Deere & Company: Product Developments Table 23:Deere & Company: Partnerships, Joint Ventures, Collaborations, and Alliances Table 24:Deere & Company: Mergers and Acquisitions Table 25:Microsoft Corporation: Service Portfolio Global IoT in Agriculture Market Table 26:Microsoft Corporation: Market Developments Table 27:Microsoft Corporation: Product Launch Table 28:Microsoft Corporation: Partnerships, Joint Ventures, Collaborations and Alliances Table 29:CNH Industrial NV: Service Portfolio Table 30:CNH Industrial NV: Partnerships, Joint Ventures, Collaborations and Alliances Table 31:CNH Industrial NV: Mergers and Acquisitions Table 32:Robert Bosch GmbH: Service Portfolio 20 All rights reserved at BIS Research Inc.

  21. Table 33:Robert Bosch GmbH: Product Launch Table 34:Robert Bosch GmbH: Partnerships, Joint Ventures, Collaborations and Alliances Table 35:Agrivi: Service Portfolio Table 36:Agrivi: Product Launch Table 37:Agrivi: Partnership, Collaboration, Joint Ventures, and Alliances Table 38:The Climate Corporation: Service Portfolio Table 39:The Climate Corporation: Partnerships, Joint Ventures, Collaborations, and Alliances Table 40:Granular Inc.: Service Portfolio Table 41:Granular Inc.: Partnerships, Collaborations, Joint Ventures, and Alliances Table 42:Harvest Croo Robotics, LLC: Service Portfolio Table 43:AeroFarms: Service Portfolio Table 44:AeroFarms: Business Expansion Table 45:AeroFarms: Product Developments Table 46:AeroFarms: Partnerships, Collaborations, Joint Ventures, and Alliances Table 47:AeroFarms: Mergers and Acquisitions Table 48:OSRAM GmbH.: Product Portfolio Table 49:OSRAM GmbH.: Business Expansion Table 50:OSRAM GmbH.: Product Developments Table 51:OSRAM GmbH.: Partnerships, Joint Ventures, Collaborations, and Alliances Table 52:OSRAM GmbH.: Mergers and Acquisitions Table 53:AmHydro.: Product Portfolio Table 54:AmHydro.: Business Expansion Table 55:AmHydro.: Partnerships, Joint Ventures, Collaborations, and Alliances Table 56:Kalera: Service Portfolio Table 57:Kalera: Business Expansion Table 58:Kalera: Mergers and Acquisitions Table 59:Heliospectra AB: Product Portfolio Global IoT in Agriculture Market Table 60:Heliospectra AB: Partnerships, Joint Ventures, Collaborations, and Alliances Table 61:Signify Holding (Koninklijke Philips N.V.): Product Portfolio Table 62:Signify Holding (Koninklijke Philips N.V.): Business Expansion Table 63:Signify Holding (Koninklijke Philips N.V.): Mergers and Acquisitions Table 64:Connecterra B.V.: Service Portfolio Table 65:Connecterra B.V.: Market Developments Table 66:Connecterra B.V.: Partnerships, Joint Ventures, Collaborations and Alliances 21 All rights reserved at BIS Research Inc.

  22. Table 67:DeLaval: Service Portfolio Table 68:DeLaval: Product Developments Table 69:DeLaval: Market Developments Table 70:DeLaval: Partnerships, Joint Ventures, Collaborations, and Alliances Table 71:DeLaval: Mergers and Acquisitions Table 72:Allflex USA Inc.: Service Portfolio Table 73:Allflex USA Inc.: Market Developments Table 74:Allflex USA Inc.: Product Developments Table 75:Allflex USA Inc.: Partnerships, Joint Ventures, Collaborations and Alliances Table 76:Allflex USA Inc.: Mergers and Acquisitions Table 77:Boumatic LLC: Service Portfolio Table 78:Boumatic LLC: Mergers and Acquisitions Table 79:Aquabyte, Inc.: Service Portfolio Table 80:Aquabyte, Inc.: Partnerships, Joint Ventures, Collaborations and Alliances Table 81:AKVA Group ASA: Service Portfolio Table 82:AKVA Group ASA: Product Developments Table 83:AKVA Group ASA: Partnerships, Joint Ventures, Collaborations, and Alliances Table 84:AKVA Group ASA: Mergers and Acquisitions Table 85:Eruvaka Technologies: Service Portfolio Global IoT in Agriculture Market 22 All rights reserved at BIS Research Inc.

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