The smart farming market is expected to reach $34.1 billion by 2026, with a CAGR of 18.5% during the forecast period 2021-2026. High growth in the Smart Agriculture Market is expected to be driven by the growing demand for precision agriculture and data analytics, which will further increase the demand for other digital technologies. View the report of Smart Farming Market, made by the highly qualified research team of Bis Research: https://bisresearch.com/industry-report/smart-farming-market.html Get the free sample of the Smart Farming reports exclusively on Bis Research’s Website: https://bisresearch.com/requestsample?id=1173&type=download

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https://stock.adobe.com/in/images/plant-sprout-growing-in-soil-with-smart-farm-technology-for-detection-and-control-system-innovation-technology-for-
agriculture/404286331
Focus on Solution, Application, Adoption
Framework and Country-Wise Analysis,
Startup Analysis, Patent Analysis, Value
Chain
Analysis and Forecast: 2020-2026
November 2021
Global Smart
Farming Market
– A Global and
Regional Analysis
Table of Content

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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.
Copyright © 2021 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.

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Table of Content
Executive Summary..........................................................................23
1 Markets .....................................................................................31
1.1 Industry Outlook..............................................................................................32
1.1.1 Market Definition .........................................................................................32
1.1.2 Market Trends..............................................................................................34
1.1.2.1 Current Trends................................................................................................... 34
1.1.2.1.1 Increasing Adoption of Precision Agriculture........................................................... 34
1.1.2.1.2 Increasing Deployment of Autonomous Equipment, Drones, and Robots .............. 35
1.1.2.1.3 Increased Awareness of Climate Smart Agriculture ................................................ 36
1.1.2.1.4 Adoption of Farm to Fork Strategy........................................................................... 36
1.1.2.1.5 Increased Penetration of Information and Communication Technology (ICT)
in Agriculture ........................................................................................................... 37
1.1.3 Ecosystem/Ongoing Programs ..................................................................38
1.1.3.1 Consortiums and Associations .......................................................................... 38
1.1.3.2 Regulatory Bodies ............................................................................................. 42
1.1.3.3 Government Programs ...................................................................................... 43
1.2 Business Dynamics.........................................................................................45
1.2.1 Business Drivers .........................................................................................45
1.2.1.1 Economic Drivers............................................................................................... 45
1.2.1.1.1 Growing Population.................................................................................................. 45
1.2.1.1.2 Decreasing Workforce in Agriculture ....................................................................... 46
1.2.1.1.3 Rapid Urbanization .................................................................................................. 47
1.2.1.2 Surging Use of Modern Technologies in Agriculture ......................................... 48
1.2.1.3 Growing Emphasis on Sustainability ................................................................. 49
1.2.2 Business Challenges ..................................................................................50
1.2.2.1.1 Lack of Compatible Infrastructure............................................................................ 50
1.2.2.1.2 Reluctance to Change Due to Large Capital Investments....................................... 51
1.2.2.1.3 Cyber Security Challenges ...................................................................................... 52
1.2.3 Business Strategies ....................................................................................54

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1.2.3.1 Product Development and Innovation................................................................ 54
1.2.3.2 Market Development.......................................................................................... 54
1.2.4 Corporate Strategies...................................................................................55
1.2.4.1 Mergers and Acquisitions .................................................................................. 55
1.2.4.2 Partnerships, Joint Ventures, Collaborations, and Alliances ............................. 56
1.2.5 Business Opportunities..............................................................................57
1.2.5.1 Increasing Market Opportunities in Developing Countries................................. 57
1.2.5.2 Increased Cloud Security................................................................................... 57
1.2.5.3 Securing the Agriculture Value Chain with Blockchain ...................................... 58
1.2.5.4 Impact of 3D Printing on Farming...................................................................... 59
1.3 Start-Up Landscape.........................................................................................60
1.3.1 Key Start-Ups in the Ecosystem ................................................................60
1.3.2 Funding Analysis.........................................................................................61
1.3.2.1 Major Investors .................................................................................................. 61
1.3.2.2 Funding (by Technology)................................................................................... 62
2 Application ................................................................................63
2.1 Global Smart Farming Market (by Application).............................................64
2.1.1 Precision Agriculture ..................................................................................64
2.1.1.1 Precision Irrigation............................................................................................. 66
2.1.1.2 Yield Monitoring and Forecasting ...................................................................... 67
2.1.1.3 Variable Rate Application .................................................................................. 68
2.1.1.4 Crop Scouting.................................................................................................... 69
2.1.1.5 Record Keeping................................................................................................. 70
2.1.1.6 Other.................................................................................................................. 70
2.1.2 Livestock Monitoring and Management ....................................................70
2.1.2.1 Milk Harvesting .................................................................................................. 72
2.1.2.2 Animal Health Monitoring and Comfort.............................................................. 72
2.1.2.3 Feeding Management........................................................................................ 73
2.1.2.4 Heat Stress and Fertility Monitoring................................................................... 74
2.1.2.5 Other.................................................................................................................. 75

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2.1.3 Indoor Farming ............................................................................................76
2.1.3.1 HVAC Management........................................................................................... 77
2.1.3.2 Lighting Management ........................................................................................ 78
2.1.3.3 Plant Development Monitoring........................................................................... 79
2.1.3.4 Other.................................................................................................................. 80
2.1.4 Aquaculture .................................................................................................80
2.1.4.1 Feed Management............................................................................................. 81
2.1.4.2 Aquatic Species Tracking and Navigation ......................................................... 82
2.1.4.3 Water Quality Management............................................................................... 83
2.1.4.4 Other.................................................................................................................. 83
2.1.5 Other Applications ......................................................................................83
2.2 Demand Analysis Global Smart Farming Market (by Application) ..............84
3 Products....................................................................................87
3.1 Global Smart Farming Market (by Solution)..................................................88
3.1.1 Hardware Systems ......................................................................................90
3.1.1.1 Automation and Control Systems ...................................................................... 90
3.1.1.1.1 Displays/Yield Monitors............................................................................................ 91
3.1.1.1.2 Flow and Application Rate Control Valves............................................................... 91
3.1.1.1.3 Handheld Computers/Mobile Devices ..................................................................... 92
3.1.1.1.4 Agricultural Cameras ............................................................................................... 93
3.1.1.1.5 Others ...................................................................................................................... 93
3.1.1.2 Sensing and Navigation Systems...................................................................... 94
3.1.1.2.1 Sensing Systems ..................................................................................................... 94
3.1.1.2.2 GPS/GNSS Systems ............................................................................................... 95
3.1.1.2.3 Guidance and Steering Systems ............................................................................. 95
3.1.1.2.4 RFID Tags and Readers.......................................................................................... 96
3.1.1.3 Indoor Farming Equipment ................................................................................ 97
3.1.1.3.1 Climate Control Systems ......................................................................................... 97
3.1.1.3.2 LED Grow Lights...................................................................................................... 98
3.1.1.3.3 Others ...................................................................................................................... 99

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3.1.1.4 Other Hardware Systems .................................................................................. 99
3.1.2 Software .....................................................................................................100
3.1.2.1 On-Cloud Delivery Model................................................................................. 101
3.1.2.2 On-Premise Delivery Model............................................................................. 101
3.1.3 Services......................................................................................................101
3.1.3.1 Integration and Deployment............................................................................. 102
3.1.3.2 Maintenance and Support................................................................................ 102
3.1.3.3 Other Services................................................................................................. 103
3.2 Demand Analysis Global Smart Farming Market (by Solution) .................103
3.3 Patent Analysis..............................................................................................105
3.3.1.1 Patent Analysis (by Solution Type).................................................................. 106
3.3.1.2 Patent Analysis (by Application) ...................................................................... 106
3.3.1.3 Patent Analysis (by Patent Office)................................................................... 107
3.3.1.4 Patent Analysis (by Organization) ................................................................... 108
3.4 Adoption Analysis .........................................................................................109
3.4.1 Trends in Agriculture Industry .................................................................109
3.4.2 Gap Analysis..............................................................................................110
3.4.3 Adoption Scenarios...................................................................................112
3.5 Technology Roadmap ...................................................................................114
3.5.1 Timeline of Agricultural Evolution ...........................................................114
3.6 Value Chain Analysis ....................................................................................115
4 Region .....................................................................................116
4.1 North America................................................................................................119
4.1.1 Market.........................................................................................................119
4.1.1.1 Key Companies in North America.................................................................... 119
4.1.1.2 Business Drivers.............................................................................................. 119
4.1.1.3 Business Challenges ....................................................................................... 120
4.1.2 Application.................................................................................................120
4.1.2.1 North America Smart Farming Market (by Application) ................................... 120
4.1.3 Product.......................................................................................................121

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4.1.3.1 North America Smart Farming Market (by Solution)........................................ 121
4.1.4 North America Smart Farming Market (by Country)...............................121
4.1.4.1 U.S................................................................................................................... 122
4.1.4.1.1 Market .................................................................................................................... 122
4.1.4.1.1.1 Buyer Attributes .............................................................................................. 122
4.1.4.1.1.2 Business Challenges ...................................................................................... 122
4.1.4.1.1.3 Business Drivers............................................................................................. 123
4.1.4.2 Canada ............................................................................................................ 123
4.1.4.2.1 Market .................................................................................................................... 123
4.1.4.2.1.1 Buyer Attributes .............................................................................................. 123
4.1.4.2.1.2 Business Challenges ...................................................................................... 123
4.1.4.2.1.3 Business Drivers............................................................................................. 124
4.1.4.3 Mexico ............................................................................................................. 124
4.1.4.3.1 Market .................................................................................................................... 124
4.1.4.3.1.1 Buyer Attributes .............................................................................................. 124
4.1.4.3.1.2 Business Challenges ...................................................................................... 124
4.1.4.3.1.3 Business Drivers............................................................................................. 125
4.2 Europe ............................................................................................................127
4.2.1 Market.........................................................................................................127
4.2.1.1 Key Companies in Europe............................................................................... 127
4.2.1.2 Business Drivers.............................................................................................. 127
4.2.1.3 Business Challenges ....................................................................................... 128
4.2.2 Application.................................................................................................128
4.2.2.1 Europe Smart Farming Market (by Application)............................................... 128
4.2.3 Product.......................................................................................................128
4.2.3.1 Europe Smart Farming Market (by Solution) ................................................... 128
4.2.4 Europe Smart Farming Market (by Country) ...........................................129
4.2.4.1 Germany.......................................................................................................... 130
4.2.4.1.1 Market .................................................................................................................... 130
4.2.4.1.1.1 Buyer Attributes .............................................................................................. 130

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4.2.4.1.1.2 Business Challenges ...................................................................................... 130
4.2.4.1.1.3 Business Drivers............................................................................................. 130
4.2.4.2 France.............................................................................................................. 131
4.2.4.2.1 Market .................................................................................................................... 131
4.2.4.2.1.1 Buyer Attributes .............................................................................................. 131
4.2.4.2.1.2 Business Challenges ...................................................................................... 131
4.2.4.2.1.3 Business Drivers............................................................................................. 131
4.2.4.3 Netherlands ..................................................................................................... 132
4.2.4.3.1 Market .................................................................................................................... 132
4.2.4.3.1.1 Buyer Attributes .............................................................................................. 132
4.2.4.3.1.2 Business Challenges ...................................................................................... 132
4.2.4.3.1.3 Business Drivers............................................................................................. 132
4.2.4.4 Italy .................................................................................................................. 133
4.2.4.4.1 Market .................................................................................................................... 133
4.2.4.4.1.1 Buyer Attributes .............................................................................................. 133
4.2.4.4.1.2 Business Challenges ...................................................................................... 133
4.2.4.4.1.3 Business Drivers............................................................................................. 133
4.2.4.5 Spain................................................................................................................ 134
4.2.4.5.1 Market .................................................................................................................... 134
4.2.4.5.1.1 Buyer Attributes .............................................................................................. 134
4.2.4.5.1.2 Business Challenges ...................................................................................... 134
4.2.4.5.1.3 Business Drivers............................................................................................. 134
4.2.4.6 Rest-of- Europe ............................................................................................... 135
4.2.4.6.1 Market .................................................................................................................... 135
4.2.4.6.1.1 Buyer Attributes .............................................................................................. 135
4.3 U.K. .................................................................................................................137
4.3.1 Market.........................................................................................................137
4.3.1.1 Buyer Attributes ............................................................................................... 137
4.3.1.2 Key Companies in the U.K............................................................................... 137
4.3.1.3 Business Drivers.............................................................................................. 137

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4.3.1.4 Business Challenges ....................................................................................... 138
4.3.2 Application.................................................................................................138
4.3.2.1 U.K. Smart Farming Market (by Application) ................................................... 138
4.3.3 Product.......................................................................................................138
4.3.3.1 U.K. Smart Farming Market (by Solution)........................................................ 138
4.4 China...............................................................................................................141
4.4.1 Market.........................................................................................................141
4.4.1.1 Buyer Attributes ............................................................................................... 141
4.4.1.2 Key Companies in China ................................................................................. 141
4.4.1.3 Business Drivers.............................................................................................. 141
4.4.1.4 Business Challenges ....................................................................................... 142
4.4.2 Application.................................................................................................142
4.4.2.1 China Smart Farming Market (by Application)................................................. 142
4.4.3 Product.......................................................................................................143
4.4.3.1 China Smart Farming Market (by Solution) ..................................................... 143
4.5 Asia-Pacific and Japan..................................................................................145
4.5.1 Market.........................................................................................................145
4.5.1.1 Key Companies in the Asia-Pacific and Japan................................................ 145
4.5.1.2 Business Drivers.............................................................................................. 145
4.5.1.3 Business Challenges ....................................................................................... 145
4.5.2 Application.................................................................................................146
4.5.2.1 Asia-Pacific and Japan Smart Farming Market (by Application)...................... 146
4.5.3 Product.......................................................................................................146
4.5.3.1 Asia-Pacific and Japan Smart Farming Market (by Solution) .......................... 146
4.5.4 Asia-Pacific and Japan Smart Farming Market (by Country) ................147
4.5.4.1 Japan............................................................................................................... 148
4.5.4.1.1 Market .................................................................................................................... 148
4.5.4.1.1.1 Buyer Attributes .............................................................................................. 148
4.5.4.1.1.2 Business Challenges ...................................................................................... 148
4.5.4.1.1.3 Business Drivers............................................................................................. 148

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4.5.4.2 India................................................................................................................. 149
4.5.4.2.1 Market .................................................................................................................... 149
4.5.4.2.1.1 Buyer Attributes .............................................................................................. 149
4.5.4.2.1.2 Business Challenges ...................................................................................... 149
4.5.4.2.1.3 Business Drivers............................................................................................. 149
4.5.4.3 Australia and New Zealand.............................................................................. 150
4.5.4.3.1 Market .................................................................................................................... 150
4.5.4.3.1.1 Buyer Attributes .............................................................................................. 150
4.5.4.3.1.2 Business Challenges ...................................................................................... 150
4.5.4.3.1.3 Business Drivers............................................................................................. 150
4.5.4.4 Thailand........................................................................................................... 151
4.5.4.4.1 Market .................................................................................................................... 151
4.5.4.4.1.1 Buyer Attributes .............................................................................................. 151
4.5.4.4.1.2 Business Challenges ...................................................................................... 151
4.5.4.4.1.3 Business Drivers............................................................................................. 151
4.5.4.5 South Korea..................................................................................................... 152
4.5.4.5.1 Market .................................................................................................................... 152
4.5.4.5.1.1 Buyer Attributes .............................................................................................. 152
4.5.4.5.1.2 Business Challenges ...................................................................................... 152
4.5.4.5.1.3 Business Drivers............................................................................................. 152
4.5.4.6 Rest-of-Asia-Pacific and Japan ....................................................................... 153
4.5.4.6.1 Market .................................................................................................................... 153
4.5.4.6.1.1 Buyer Attributes .............................................................................................. 153
4.5.4.6.1.2 Business Challenges ...................................................................................... 153
4.5.4.6.1.3 Business Drivers............................................................................................. 153
4.6 Rest-of-the-World ..........................................................................................155
4.6.1 Market.........................................................................................................155
4.6.1.1 Key Companies in Rest-of-the-World .............................................................. 155
4.6.1.2 Business Drivers.............................................................................................. 155
4.6.1.3 Business Challenges ....................................................................................... 156

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4.6.2 Application.................................................................................................156
4.6.2.1 Rest-of-the-World Smart Farming Market (by Application).............................. 156
4.6.3 Product.......................................................................................................156
4.6.3.1 Rest-of-the-World Smart Farming Market (by Solution) .................................. 156
4.6.4 Rest-of-the-World Smart Farming Market (by Country) .........................157
5 Markets - Competitive Benchmarking and Company Profiles....158
5.1 Competitive Benchmarking ..........................................................................159
5.2 Company Profiles ..........................................................................................161
5.2.1 Precision Crop Farming and Farm Management....................................161
5.2.1.1 Ag Leader Technology..................................................................................... 161
5.2.1.1.1 Company Overview................................................................................................ 161
5.2.1.1.2 Role of Ag Leader Technology in the Smart Farming Market ............................... 161
5.2.1.1.3 Product Portfolio..................................................................................................... 161
5.2.1.1.4 Strengths and Weaknesses of Ag Leader Technology ......................................... 162
5.2.1.2 AGCO Corporation .......................................................................................... 163
5.2.1.2.1 Company Overview................................................................................................ 163
5.2.1.2.2 Role of AGCO Corporation in the Smart Farming Market ..................................... 163
5.2.1.2.3 Product Portfolio..................................................................................................... 163
5.2.1.2.4 Business Strategies ............................................................................................... 164
5.2.1.2.4.1 Product Developments ................................................................................... 164
5.2.1.2.5 Corporate Strategies.............................................................................................. 164
5.2.1.2.5.1 Mergers and Acquisitions ............................................................................... 164
5.2.1.2.5.2 Partnerships, Joint Ventures, Collaborations, and Alliances.......................... 165
5.2.1.2.6 Strengths and Weaknesses of AGCO Corporation ............................................... 165
5.2.1.3 CNH Industrial ................................................................................................. 166
5.2.1.3.1 Company Overview................................................................................................ 166
5.2.1.3.2 Role of CNH Industrial in the Smart Farming Market ............................................ 166
5.2.1.3.3 Product Portfolio..................................................................................................... 166
5.2.1.3.4 Business Strategies ............................................................................................... 167
5.2.1.3.4.1 Product Developments ................................................................................... 167

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5.2.1.3.5 Corporate Strategies.............................................................................................. 167
5.2.1.3.5.1 Mergers and Acquisitions ............................................................................... 167
5.2.1.3.5.2 Partnerships, Joint Ventures, Collaborations, and Alliances.......................... 168
5.2.1.3.6 Strengths and Weaknesses of CNH Industrial ...................................................... 168
5.2.1.4 Deere & Company ........................................................................................... 169
5.2.1.4.1 Company Overview................................................................................................ 169
5.2.1.4.2 Role of Deere & Company in the Smart Farming Market ...................................... 169
5.2.1.4.3 Product Portfolio..................................................................................................... 170
5.2.1.4.4 Business Strategies ............................................................................................... 170
5.2.1.4.4.1 Product Developments ................................................................................... 170
5.2.1.4.5 Corporate Strategies.............................................................................................. 171
5.2.1.4.5.1 Mergers and Acquisitions ............................................................................... 171
5.2.1.4.5.2 Partnerships, Joint Ventures, Collaborations, and Alliances.......................... 171
5.2.1.4.6 Strengths and Weaknesses of Deere & Company ................................................ 172
5.2.1.5 Hexagon Agriculture ........................................................................................ 173
5.2.1.5.1 Company Overview................................................................................................ 173
5.2.1.5.2 Role of Hexagon Agriculture in the Smart Farming Market ................................... 173
5.2.1.5.3 Product Portfolio..................................................................................................... 173
5.2.1.5.4 Corporate Strategies.............................................................................................. 174
5.2.1.5.4.1 Mergers and Acquisitions ............................................................................... 174
5.2.1.5.4.2 Partnerships, Joint Ventures, Collaborations, and Alliances.......................... 174
5.2.1.5.5 Strengths and Weaknesses of Hexagon Agriculture ............................................. 174
5.2.1.6 Kubota Corporation.......................................................................................... 175
5.2.1.6.1 Company Overview................................................................................................ 175
5.2.1.6.2 Role of Kubota Corporation in the Smart Farming Market .................................... 175
5.2.1.6.3 Product Portfolio..................................................................................................... 175
5.2.1.6.4 Corporate Strategies.............................................................................................. 176
5.2.1.6.4.1 Mergers and Acquisitions ............................................................................... 176
5.2.1.6.4.2 Partnerships, Joint Ventures, Collaborations, and Alliances.......................... 176
5.2.1.6.5 Strengths and Weaknesses of Kubota Corporation............................................... 176

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5.2.2 Livestock Monitoring and Management ..................................................177
5.2.2.1 Afimilk Ltd. ....................................................................................................... 177
5.2.2.1.1 Company Overview................................................................................................ 177
5.2.2.1.2 Role of Afimilk Ltd. in the Smart Farming Market .................................................. 177
5.2.2.1.3 Product Portfolio..................................................................................................... 177
5.2.2.1.4 Business Strategies ............................................................................................... 178
5.2.2.1.4.1 Product Developments ................................................................................... 178
5.2.2.1.5 Corporate Strategies.............................................................................................. 178
5.2.2.1.5.1 Partnerships, Joint Ventures, Collaborations, and Alliances.......................... 178
5.2.2.1.6 Strengths and Weaknesses of Afimilk Ltd. ............................................................ 178
5.2.2.2 Allflex USA Inc................................................................................................. 179
5.2.2.2.1 Company Overview................................................................................................ 179
5.2.2.2.2 Role of Allflex USA Inc. in the Smart Farming Market........................................... 179
5.2.2.2.3 Product Portfolio..................................................................................................... 179
5.2.2.2.4 Business Strategies ............................................................................................... 180
5.2.2.2.4.1 Product Developments ................................................................................... 180
5.2.2.2.5 Corporate Strategies.............................................................................................. 180
5.2.2.2.5.1 Mergers and Acquisitions ............................................................................... 180
5.2.2.2.6 Strengths and Weaknesses of Allflex USA Inc...................................................... 180
5.2.2.3 Nedap N.V. ...................................................................................................... 181
5.2.2.3.1 Company Overview................................................................................................ 181
5.2.2.3.2 Role of Nedap N.V. in the Smart Farming Market ................................................. 181
5.2.2.3.3 Product Portfolio..................................................................................................... 181
5.2.2.3.4 Strengths and Weaknesses of Nedap N.V. ........................................................... 182
5.2.3 Indoor Farming ..........................................................................................183
5.2.3.1 General Hydroponics....................................................................................... 183
5.2.3.1.1 Company Overview................................................................................................ 183
5.2.3.1.2 Role of General Hydroponics in the Smart Farming Market.................................. 183
5.2.3.1.3 Product Portfolio..................................................................................................... 183
5.2.3.1.4 Strengths and Weaknesses of General Hydroponics............................................ 184

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5.2.3.2 Osram Licht AG ............................................................................................... 185
5.2.3.2.1 Company Overview................................................................................................ 185
5.2.3.2.2 Role of Osram Licht AG in the Smart Farming Market .......................................... 185
5.2.3.2.3 Product Portfolio..................................................................................................... 185
5.2.3.2.4 Business Strategies ............................................................................................... 186
5.2.3.2.4.1 Product Developments ................................................................................... 186
5.2.3.2.5 Strengths and Weaknesses of Osram Licht AG .................................................... 186
5.2.4 Aquaculture ...............................................................................................187
5.2.4.1 AKVA Group ASA............................................................................................ 187
5.2.4.1.1 Company Overview................................................................................................ 187
5.2.4.1.2 Role of AKVA Group ASA in the Smart Farming Market....................................... 187
5.2.4.1.3 Product Portfolio..................................................................................................... 187
5.2.4.1.4 Corporate Strategies.............................................................................................. 188
5.2.4.1.4.1 Mergers and Acquisitions ............................................................................... 188
5.2.4.1.5 Strengths and Weaknesses of AKVA Group ASA................................................. 188
5.2.4.2 Eruvaka Technologies ..................................................................................... 189
5.2.4.2.1 Company Overview................................................................................................ 189
5.2.4.2.2 Role of Eruvaka Technologies in the Smart Farming Market ................................ 189
5.2.4.2.3 Product Portfolio..................................................................................................... 189
5.2.4.2.4 Strengths and Weaknesses of Eruvaka Technologies .......................................... 190
5.2.5 Agricultural Robotics................................................................................191
5.2.5.1 Naïo Technologies........................................................................................... 191
5.2.5.1.1 Company Overview................................................................................................ 191
5.2.5.1.2 Role of Naïo Technologies in the Smart Farming Market...................................... 191
5.2.5.1.3 Product Portfolio..................................................................................................... 191
5.2.5.1.4 Corporate Strategies.............................................................................................. 192
5.2.5.1.4.1 Partnerships, Joint Ventures, Collaborations, and Alliances.......................... 192
5.2.5.1.5 Strengths and Weaknesses of Naïo Technologies................................................ 192
5.2.5.2 DJI Innovations................................................................................................ 193
5.2.5.2.1 Company Overview................................................................................................ 193

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5.2.5.2.2 Role of DJI Innovations in the Smart Farming Market........................................... 193
5.2.5.2.3 Product Portfolio..................................................................................................... 193
5.2.5.2.4 Strengths and Weaknesses of DJI Innovations..................................................... 194
6 Research Methodology.............................................................195
6.1 Data Sources..................................................................................................195
6.1.1 Primary Data Sources ...............................................................................195
6.1.2 Secondary Data Sources ..........................................................................195
6.1.3 Data Triangulation.....................................................................................196
6.2 Market estimation and Forecast...................................................................197

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List of Figures
Figure 1: Microeconomic Indicators Impacting Smart Farming Market
Figure 2: Market Dynamics of the Global Smart Farming Market, Drivers, and Challenges
Figure 3: Global Smart Farming Market, $Billion, 2020-2026
Figure 4: Global Smart Farming Market (by Application), $Billion, 2020 and 2026
Figure 5: Global Smart Farming Market (by Solution), $Million, 2020-2026
Figure 6: Global Smart Farming Market (by Region), $Million, 2020
Figure 7: Global Smart Farming Market Coverage
Figure 8: Characteristics of Smart Farming
Figure 9: Smart Farming Architecture
Figure 10: Precision Agriculture Application
Figure 11: Precision Agriculture Market in $Million and Patent Analysis, 2018-2021
Figure 12: Pillars of Farm to Fork
Figure 13: Role of ICT in Agriculture
Figure 14: Impact of Economic Drivers on Smart Farming
Figure 15: Agriculture Workforce Share in Global Employment, 2010-2019
Figure 16: Agriculture Workforce Share in Global Employment, 2010-2020
Figure 17: Growing Agtech Investments, $Billion, 2012-2020
Figure 18: Agriculture Sector Emissions
Figure 19: Basic Infrastructural Requirements of Smart Farming Ecosystem
Figure 20: Agriculture Revenue Per Labour
Figure 21: Malware Attacks Globally, Million, 2009-2018
Figure 22: Product Development and Innovation (by Company), January 2017-October 2021
Figure 23: Business Expansion and Investments (by Company), January 2017- October 2021
Figure 24: Mergers and Acquisitions (by Company), January 2017-October 2021
Figure 25: Partnerships, Joint Ventures, Collaborations, and Alliances (by Company), January 2017-
October 2021
Figure 26: Applications of Blockchain in Agricultural Operations
Figure 27: Major Investors (by Number of Deals), 2019-2021
Figure 28: Funding (by Technology), 2019-2021
Figure 29: Funding (by Year), 2019-2021
Figure 30: Smart Farming Applications

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Figure 31: Precision Agriculture Segments
Figure 32: Precision Agriculture Cycle
Figure 33: Livestock Management Cycle
Figure 34: Components of Indoor Farming
Figure 35: Smart Aquaculture Cycle
Figure 36: Smart Farming Market (by Solution)
Figure 37: Smart Farming Solution Structure
Figure 38: Patents Filed or Granted for the Global Smart Farming Market, January 2018-October 2021
Figure 39: Patent Analysis (by Solution Type), January 2018-October 2021
Figure 40: Patent Analysis (by Application), January 2018-October 2021
Figure 41: Patent Analysis (by Patent Office), January 2017-October 2021
Figure 42: Patent Analysis (by Organization), January 2017-October 2021
Figure 43: Market for Various Technologies and Methods in Agriculture
Figure 44: Step-1: Gaps Found in Smart Farming Adoption
Figure 45: Step-2: Gap Analysis for Smart Farming Adoption
Figure 46: Step-3: Procedure to Overcome Gaps in Smart Farming Adoption
Figure 47: Global Agriculture Goals Achieved through Smart Farming
Figure 48: History of Agricultural Evolution
Figure 49: Smart Farming Technologies in Agricultural Value Chain
Figure 50: North America Smart Farming Market (by Country), $Billion, 2020-2026
Figure 51: Europe Smart Farming Market (by Country), $Billion, 2020-2026
Figure 52: U.K Smart Farming Market (by Country), $Billion, 2020-2026
Figure 53: China Smart Farming Market (by Country), $Billion, 2020-2026
Figure 54: Asia-Pacific and Japan Smart Farming Market (by Country), $Billion, 2020-2026
Figure 55: Rest-of-the-World Smart Farming Market (by Country), $Billion, 2020-2026
Figure 56: Competitive Market High & Low Matrix
Figure 57: Data Triangulation
Figure 58: Top-Down and Bottom-Up Approach
Figure 59: Assumptions and Limitations

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List of Tables
Table 1: Key Consortiums and Associations in the Global Smart Farming Market
Table 2: Key Regulatory Bodies
Table 3: Key Government Programs
Table 4: Internet and Electricity Access in Key Countries
Table 5: Key Precision Irrigation Companies
Table 6: Key Yield Monitoring and Forecasting Companies
Table 7: Key Variable Rate Application Companies
Table 8: Key Crop Scouting Companies
Table 9: Key Record Keeping Companies
Table 10: Key Milk Harvesting System Companies
Table 11: Key Animal Health Monitoring and Comfort Companies
Table 12: Key Feeding Management Companies
Table 13: Key Heat Stress and Fertility Monitoring Companies
Table 14: Key HVAC Management Companies
Table 15: Key Lighting Management Companies
Table 16: Key Plant Development Monitoring Companies
Table 17: Key Feed Management Companies
Table 18: Key Aquatic Species Tracking and Navigation Companies
Table 19: Key Water Quality Management Companies
Table 20: Key Other Applications Companies
Table 21: Global Smart Agriculture Market (by Application), $Million, 2020-2026
Table 22: Global Smart Agriculture Market (by Application Subtype), $Million, 2020-2026
Table 23: Global Smart Agriculture Market (by Application Subtype), $Million, 2020-2026
Table 24: Global Smart Agriculture Market (by Application Subtype), $Million, 2020-2026
Table 25: Global Smart Agriculture Market (by Application Subtype), $Million, 2020-2026
Table 26: Key Displays/Yield Monitor Companies
Table 27: Key Flow and Application Rate Control Valves Companies
Table 28: Key Handheld Computers/Mobile Devices Companies
Table 29: Key Agricultural Cameras Companies
Table 30: Key Sensing Systems Companies
Table 31: Key GPS/GNSS Systems Companies

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Table 32: Key Guidance and Steering Systems Companies
Table 33: Key RFID Tags and Readers Companies
Table 34: Key Climate Control Systems Companies
Table 35: Key LED Grow Lights Companies
Table 36: Key Other Indoor Farming Equipment Companies
Table 37: Key Other Hardware Systems Companies
Table 38: Key Smart Farming Software Companies
Table 39: Global Smart Agriculture Market (by Solution), $Million, 2020-2026
Table 40: Global Smart Agriculture Market (by Solution Subtype), $Million, 2020-2026
Table 41: Global Smart Agriculture Market (by Solution Subtype), $Million, 2020-2026
Table 42: Global Smart Agriculture Market (by Solution Subtype), $Million, 2020-2026
Table 43: Global Smart Farming Market (by Region), $Millions, 2020-2026
Table 44: North America Smart Farming Market (by Application), $Million, 2020-2026
Table 45: North America Smart Farming Market (by Solution), $Million, 2020-2026
Table 46: North America Smart Farming Market (by Country), $Million, 2020-2026
Table 47: Europe Smart Farming Market (by Application), $Million, 2020-2026
Table 48: Europe Smart Farming Market (by Solution), $Million, 2020-2026
Table 49: Europe Smart Farming Market (by Country), $Million, 2020-2026
Table 50: U.K. Smart Farming Market (by Application), $Million, 2020-2026
Table 51: U.K. Smart Farming Market (by Solution), $Million, 2020-2026
Table 52: China Smart Farming Market (by Application), $Million, 2020-2026
Table 53: China Smart Farming Market (by Solution), $Million, 2020-2026
Table 54: Asia-Pacific and Japan Smart Farming Market (by Application), $Million, 2020-2026
Table 55: Asia-Pacific and Japan Smart Farming Market (by Solution), $Million, 2020-2026
Table 56: Asia-Pacific and Japan Smart Farming Market (by Country), $Million, 2020-2026
Table 57: Rest-of-the-world Smart Farming Market (by Application), $Million, 2020-2026
Table 58: Rest-of-the-World Smart Farming Market (by Solution), $Million, 2020-2026
Table 59: Rest-of-the-World Smart Farming Market (by Country), $Million, 2020-2026
Table 60: Ag Leader Technology: Product Portfolio
Table 61: AGCO Corporation: Product Portfolio
Table 62: Product Developments
Table 63: Mergers and Acquisitions
Table 64: Partnership and Collaboration

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Table 65: CNH Industrial: Product Portfolio
Table 66: Product Developments
Table 67: Mergers and Acquisitions
Table 68: Partnership and Collaboration
Table 69: Deere & Company: Product Portfolio
Table 70: Product Developments
Table 71: Mergers and Acquisitions
Table 72: Partnership and Collaboration
Table 73: Hexagon Agriculture: Product Portfolio
Table 74: Mergers and Acquisitions
Table 75: Partnership and Collaboration
Table 76: Kubota Corporation: Product Portfolio
Table 77: Mergers and Acquisitions
Table 78: Partnership and Collaboration
Table 79: Afimilk Ltd.: Product Portfolio
Table 80: Product Developments
Table 81: Partnership and Collaboration
Table 82: Allflex USA Inc.: Product Portfolio
Table 83: Product Developments
Table 84: Mergers and Acquisitions
Table 85: Nedap N.V.: Product Portfolio
Table 86: General Hydroponics: Product Portfolio
Table 87: Osram Licht AG: Product Portfolio
Table 88: Product Developments
Table 89: AKVA Group ASA: Product Portfolio
Table 90: Mergers and Acquisitions
Table 91: Eruvaka Technologies: Product Portfolio
Table 92: Naïo Technologies: Product Portfolio
Table 93: Partnership and Collaboration
Table 94: DJI Innovations: Product Portfolio

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