Satellite Imaging for Agriculture Market is expected to reach $785.3 million with a CAGR of 7.50% by 2028. Satellite imagery plays a pivotal role in the monitoring of crop health. Read Report Overview: https://bisresearch.com/industry-report/satellite-imaging-agriculture-market.html

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Attribution: Please Provide Link of the Source.
Focus on, Application, End User, Product,
and Region
Analysis and Forecast: 2023-2028
May 2023
Satellite Imaging
for Agriculture
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 © 2023 BIS Research Inc.
All Rights Reserved. This document contains highly confidential information and is the sole property of BIS
Research. Disclosing, copying, circulating, quoting, or otherwise reproducing any or all contents of this
document is strictly prohibited. Access to this information is provided exclusively for the benefit of the people
or organization concerned. It may not be accessed by or offered whether for sale or otherwise to any third
party.

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Table of Content
Executive Summary..........................................................................40
Scope of the Study ...........................................................................48
1 Markets .....................................................................................50
1.1 Industry Outlook..............................................................................................51
1.1.1 Market Definition .........................................................................................51
1.1.2 Ongoing Trends...........................................................................................52
1.1.2.1 Development of Small Satellite Constellations .................................................. 52
1.1.2.2 Integration with other technologies.................................................................... 53
1.1.3 Ecosystem/Ongoing Programs ..................................................................54
1.1.3.1 Consortiums, Associations, and Regulatory Bodies .......................................... 54
1.1.3.2 Government Initiatives and Impacts .................................................................. 55
1.2 Business Dynamics.........................................................................................58
1.2.1 Business Drivers .........................................................................................58
1.2.1.1 Increasing Requirements from Insurance Sector .............................................. 58
1.2.1.2 Increasing Farm Consolidation.......................................................................... 58
1.2.1.3 High Benefits over Other Remote Sensing Technology and Infield
Monitoring Technology ...................................................................................... 60
1.2.1.4 Need for Sustainable Agriculture Practices ....................................................... 61
1.2.2 Business Challenges ..................................................................................61
1.2.2.1 Technical Challenges in Obtaining and Analyzing Satellite Imagery................. 61
1.2.2.1.1 Hindrance Due to Cloud Cover................................................................................ 61
1.2.2.1.2 Hindrance due to Spatial and Temporal Resolution ................................................ 62
1.2.2.2 Limited Awareness and Understanding across Developing Countries .............. 62
1.2.2.3 Geopolitical Issues............................................................................................. 63
1.2.3 Market Strategies and Developments........................................................63
1.2.3.1 Business Strategies........................................................................................... 64
1.2.3.1.1 Product Developments............................................................................................. 64
1.2.3.1.2 Market Developments.............................................................................................. 65

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1.2.3.2 Corporate Strategies.......................................................................................... 66
1.2.3.2.1 Mergers and Acquisitions......................................................................................... 66
1.2.3.2.2 Partnerships, Collaborations, and Joint Ventures.................................................... 67
1.2.3.2.3 Snapshot of Corporate Strategies Adopted by the Key Players in the Market........ 69
1.2.3.3 Case Study ........................................................................................................ 70
1.2.3.3.1 Airbus in Yield Optimization..................................................................................... 70
1.2.3.3.2 Planet Labs PBC in Irrigation Intelligence ............................................................... 70
1.2.3.3.3 EOS Data Analytics,Inc in Precision Agriculture...................................................... 71
1.2.4 Business Opportunities..............................................................................71
1.2.4.1 Rising Threat of Climate Risk ............................................................................ 71
1.2.4.2 Artificial Intelligence (AI) and Machine Learning (ML) in Action ........................ 72
1.2.4.3 Tapping Small Holding Farmer with Affordable Solutions ................................. 72
1.3 Start-Up Landscape.........................................................................................74
1.3.1 Key Start-Ups in the Ecosystem ................................................................75
1.3.2 Funding Analysis.........................................................................................79
1.3.2.1 Total Investment and Number of Funding Deals ............................................... 79
1.3.2.2 Top Funding Deals by the Start-ups.................................................................. 80
1.3.2.3 Funding Analysis (by Country)........................................................................... 81
1.3.2.4 Top Investors..................................................................................................... 82
1.4 Active Satellites for Digital Agriculture Application and their
Technicalities...................................................................................................83
1.5 Impact of Russia-Ukraine Crisis on the Global Satellite Imaging for
Agriculture Market...........................................................................................85
2 Application ................................................................................87
2.1 Global Satellite Imaging for Agriculture Market - by Application................88
2.1.1 Global Satellite Imaging for Agriculture Market (by Application)............88
2.1.1.1 Crop Health Monitoring...................................................................................... 88
2.1.1.2 Soil Mapping...................................................................................................... 89
2.1.1.3 Forestry.............................................................................................................. 90
2.1.1.4 Others................................................................................................................ 92

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2.2 Demand Analysis of Global Satellite Imaging for Agriculture Market
(by Application)................................................................................................93
2.2.1 Demand Analysis of Global Satellite Imaging for Agriculture Market
(by Application) ...........................................................................................93
2.3 Global Satellite Imaging for Agriculture Market - by End User....................93
2.3.1 Global Satellite Imaging for Agriculture Market (by End User) ...............93
2.3.1.1 Agribusiness ...................................................................................................... 93
2.3.1.2 Government and Non-Government Agencies.................................................... 94
2.3.1.3 Research Institutions ......................................................................................... 94
2.3.1.4 Others (Carbon Platforms and Financial Institutions) ........................................ 95
2.4 Demand Analysis of Global Satellite Imaging for Agriculture Market
(by End User) ...................................................................................................96
2.4.1 Demand Analysis of Global Satellite Imaging for Agriculture Market
(by End User) ...............................................................................................96
3 Products....................................................................................97
3.1 Global Satellite Imaging for Agriculture Market (by Product)......................98
3.1.1 Data Acquisition ..........................................................................................98
3.1.2 Processing...................................................................................................98
3.1.3 Analytics ......................................................................................................98
3.1.4 Integrated Delivery Platform.......................................................................99
3.2 Demand Analysis of Global Satellite Imaging for Agriculture (by
Product)............................................................................................................99
3.2.1 Demand Analysis of Global Satellite Imaging for Agriculture Market
(by Product) .................................................................................................99
3.3 Value Chain Analysis or Operational Analysis ...........................................100
3.4 Technology Adoption Scenario....................................................................102
3.5 Patent Analysis..............................................................................................103
3.5.1 Patent Analysis (by Application)..............................................................105
3.5.2 Patent Analysis (by Organization) ...........................................................106
3.5.3 Patent Analysis (by Patent Office) ...........................................................107
4 Region .....................................................................................109

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4.1 Global Satellite Imaging for Agriculture Market - by Region .....................110
4.2 North America................................................................................................112
4.2.1 Markets.......................................................................................................112
4.2.1.1 Key Providers in North America....................................................................... 112
4.2.1.2 Buyer Attributes ............................................................................................... 112
4.2.1.2.1 Farm Size, Number of Farms, and State of Digitalization ..................................... 113
4.2.1.2.2 Crop Pattern, Biotic, and Abiotic Stress Factors.................................................... 113
4.2.1.3 Business Challenges ....................................................................................... 114
4.2.1.4 Business Drivers.............................................................................................. 114
4.2.2 Applications...............................................................................................114
4.2.2.1 North America Satellite Imaging for Agriculture Market (by Application) ......... 114
4.2.2.2 North America Satellite Imaging for Agriculture Market (by End User)............ 115
4.2.3 Products.....................................................................................................115
4.2.3.1 North America Satellite Imaging for Agriculture Market (by Product) ............. 115
4.2.4 North America (by Country) .....................................................................116
4.2.4.1 U.S................................................................................................................... 116
4.2.4.1.1 Markets .................................................................................................................. 117
4.2.4.1.1.1 Buyer Attributes .............................................................................................. 117
4.2.4.1.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................117
4.2.4.1.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................118
4.2.4.1.1.2 Business Challenges ...................................................................................... 118
4.2.4.1.1.3 Business Drivers............................................................................................. 118
4.2.4.1.2 Application.............................................................................................................. 119
4.2.4.1.2.1 U.S. Satellite Imaging for Agriculture Market (by Application)........................ 119
4.2.4.1.2.2 U.S. Satellite Imaging for Agriculture Market (by End User) .......................... 119
4.2.4.1.3 Product................................................................................................................... 120
4.2.4.1.3.1 U.S. Satellite Imaging for Agriculture Market (by Product)............................. 120
4.2.4.2 Canada ............................................................................................................ 120
4.2.4.2.1 Markets .................................................................................................................. 121

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4.2.4.2.1.1 Buyer Attributes .............................................................................................. 121
4.2.4.2.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................121
4.2.4.2.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................122
4.2.4.2.1.2 Business Challenges ...................................................................................... 122
4.2.4.2.1.3 Business Drivers............................................................................................. 122
4.2.4.2.2 Application.............................................................................................................. 123
4.2.4.2.2.1 Canada Satellite Imaging for Agriculture Market (by Application).................. 123
4.2.4.2.2.2 Canada Satellite Imaging for Agriculture Market (by End User)..................... 123
4.2.4.2.3 Product................................................................................................................... 124
4.2.4.2.3.1 Canada Satellite Imaging for Agriculture Market (by Product) ....................... 124
4.2.4.3 Mexico ............................................................................................................. 124
4.2.4.3.1 Markets .................................................................................................................. 124
4.2.4.3.1.1 Buyer Attributes .............................................................................................. 124
4.2.4.3.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................125
4.2.4.3.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................125
4.2.4.3.1.2 Business Challenges ...................................................................................... 126
4.2.4.3.1.3 Business Drivers............................................................................................. 126
4.2.4.3.2 Application.............................................................................................................. 126
4.2.4.3.2.1 Mexico Satellite Imaging for Agriculture Market (by Application) ................... 126
4.2.4.3.2.2 Mexico Satellite Imaging for Agriculture Market (by End User)...................... 127
4.2.4.3.3 Product................................................................................................................... 127
4.2.4.3.3.1 Mexico Satellite Imaging for Agriculture Market (by Product) ........................ 127
4.3 South America ...............................................................................................129
4.3.1 Markets.......................................................................................................129
4.3.1.1 Buyer Attributes ............................................................................................... 129
4.3.1.1.1 Farm Size, Number of Farms, and State of Digitalization ..................................... 129
4.3.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors.................................................... 130
4.3.1.2 Business Challenges ....................................................................................... 130
4.3.1.3 Business Drivers.............................................................................................. 130

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4.3.2 Applications...............................................................................................131
4.3.2.1 South America Satellite Imaging for Agriculture Market (by Application) ........ 131
4.3.2.2 South America Satellite Imaging for Agriculture Market (by End User) ........... 131
4.3.3 Products.....................................................................................................132
4.3.3.1 South America Satellite Imaging for Agriculture Market (by Product)............. 132
4.3.4 South America (by Country).....................................................................132
4.3.4.1 Brazil................................................................................................................ 132
4.3.4.1.1 Markets .................................................................................................................. 133
4.3.4.1.1.1 Buyer Attributes .............................................................................................. 133
4.3.4.1.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................133
4.3.4.1.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................134
4.3.4.1.1.2 Business Challenges ...................................................................................... 134
4.3.4.1.1.3 Business Drivers............................................................................................. 134
4.3.4.1.2 Application.............................................................................................................. 135
4.3.4.1.2.1 Brazil Satellite Imaging for Agriculture Market (by Application)...................... 135
4.3.4.1.2.2 Brazil Satellite Imaging for Agriculture Market (by End User) ........................ 135
4.3.4.1.3 Product................................................................................................................... 136
4.3.4.1.3.1 Brazil Satellite Imaging for Agriculture Market (by Product)........................... 136
4.3.4.1 Argentina ......................................................................................................... 136
4.3.4.1.1 Markets .................................................................................................................. 136
4.3.4.1.1.1 Buyer Attributes .............................................................................................. 136
4.3.4.1.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................137
4.3.4.1.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................137
4.3.4.1.1.2 Business Challenges ...................................................................................... 138
4.3.4.1.1.3 Business Drivers............................................................................................. 138
4.3.4.1.2 Application.............................................................................................................. 138
4.3.4.1.2.1 Argentina Satellite Imaging for Agriculture Market (by Application) ............... 138
4.3.4.1.2.2 Argentina. Satellite Imaging for Agriculture Market (by End User)................. 139
4.3.4.1.3 Product................................................................................................................... 139

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4.3.4.1.3.1 Argentina Satellite Imaging for Agriculture Market (by Product) .................... 139
4.3.4.2 Rest-of-South America .................................................................................... 140
4.3.4.2.1 Markets .................................................................................................................. 140
4.3.4.2.1.1 Buyer Attributes .............................................................................................. 140
4.3.4.2.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................140
4.3.4.2.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................141
4.3.4.2.1.2 Business Challenges ...................................................................................... 141
4.3.4.2.1.3 Business Drivers............................................................................................. 141
4.3.4.2.2 Application.............................................................................................................. 142
4.3.4.2.2.1 Rest-of-South America Satellite Imaging for Agriculture Market (by
Application)............................................................................................................ 142
4.3.4.2.2.2 Rest-of-South America Satellite Imaging for Agriculture Market (by End
User)...................................................................................................................... 142
4.3.4.2.3 Product................................................................................................................... 143
4.3.4.2.3.1 Rest-of-South America Satellite Imaging for Agriculture Market (by
Product)................................................................................................................. 143
4.4 Europe ............................................................................................................145
4.4.1 Markets.......................................................................................................145
4.4.1.1 Key Providers in Europe.................................................................................. 145
4.4.1.2 Buyer Attributes ............................................................................................... 145
4.4.1.2.1 Farm Size, Number of Farms, and State of Digitalization ..................................... 146
4.4.1.2.2 Crop Pattern, Biotic, and Abiotic Stress Factors.................................................... 146
4.4.1.3 Business Challenges ....................................................................................... 147
4.4.1.4 Business Drivers.............................................................................................. 147
4.4.2 Applications...............................................................................................147
4.4.2.1 Europe Satellite Imaging for Agriculture Market (by Application) .................... 147
4.4.2.2 Europe Satellite Imaging for Agriculture Market (by End User) ....................... 148
4.4.3 Products.....................................................................................................148
4.4.3.1 Europe Satellite Imaging for Agriculture Market (by Product)......................... 148
4.4.4 Europe (by Country)..................................................................................149

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4.4.4.1 Italy .................................................................................................................. 149
4.4.4.1.1 Markets .................................................................................................................. 149
4.4.4.1.1.1 Buyer Attributes .............................................................................................. 149
4.4.4.1.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................150
4.4.4.1.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................150
4.4.4.1.1.2 Business Challenges ...................................................................................... 151
4.4.4.1.1.3 Business Drivers............................................................................................. 151
4.4.4.1.2 Application.............................................................................................................. 151
4.4.4.1.2.1 Italy Satellite Imaging for Agriculture Market (by Application)........................ 151
4.4.4.1.2.2 Italy Satellite Imaging for Agriculture Market (by End User)........................... 152
4.4.4.1.3 Product................................................................................................................... 152
4.4.4.1.3.1 Italy Satellite Imaging for Agriculture Market (by Product) ............................. 152
4.4.4.2 France.............................................................................................................. 152
4.4.4.2.1 Markets .................................................................................................................. 153
4.4.4.2.1.1 Buyer Attributes .............................................................................................. 153
4.4.4.2.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................153
4.4.4.2.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................154
4.4.4.2.1.2 Business Challenges ...................................................................................... 154
4.4.4.2.1.3 Business Drivers............................................................................................. 155
4.4.4.2.2 Application.............................................................................................................. 155
4.4.4.2.2.1 France Satellite Imaging for Agriculture Market (by Application) ................... 155
4.4.4.2.2.2 France Satellite Imaging for Agriculture Market (by End User)...................... 155
4.4.4.2.3 Product................................................................................................................... 156
4.4.4.2.3.1 France Satellite Imaging for Agriculture Market (by Product)......................... 156
4.4.4.3 Netherlands ..................................................................................................... 156
4.4.4.3.1 Markets .................................................................................................................. 156
4.4.4.3.1.1 Buyer Attributes .............................................................................................. 156
4.4.4.3.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................157
4.4.4.3.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................157

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4.4.4.3.1.2 Business Challenges ...................................................................................... 158
4.4.4.3.1.3 Business Drivers............................................................................................. 158
4.4.4.3.2 Application.............................................................................................................. 158
4.4.4.3.2.1 Netherlands Satellite Imaging for Agriculture Market (by Application)........... 158
4.4.4.3.2.2 Netherlands Satellite Imaging for Agriculture Market (by End User).............. 158
4.4.4.3.3 Product................................................................................................................... 159
4.4.4.3.3.1 Netherlands Satellite Imaging for Agriculture Market (by Product) ................ 159
4.4.4.4 Germany.......................................................................................................... 159
4.4.4.4.1 Markets .................................................................................................................. 159
4.4.4.4.1.1 Buyer Attributes .............................................................................................. 159
4.4.4.4.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................160
4.4.4.4.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................160
4.4.4.4.1.2 Business Challenges ...................................................................................... 161
4.4.4.4.1.3 Business Drivers............................................................................................. 161
4.4.4.4.2 Application.............................................................................................................. 161
4.4.4.4.2.1 Germany Satellite Imaging for Agriculture Market (by Application)................ 161
4.4.4.4.2.2 Germany Satellite Imaging for Agriculture Market (by End User) .................. 162
4.4.4.4.3 Product................................................................................................................... 162
4.4.4.4.3.1 Germany Satellite Imaging for Agriculture Market (by Product)..................... 162
4.4.4.5 Switzerland ...................................................................................................... 163
4.4.4.5.1 Markets .................................................................................................................. 163
4.4.4.5.1.1 Buyer Attributes .............................................................................................. 163
4.4.4.5.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................163
4.4.4.5.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................164
4.4.4.5.1.2 Business Challenges ...................................................................................... 164
4.4.4.5.1.3 Business Drivers............................................................................................. 164
4.4.4.5.2 Application.............................................................................................................. 165
4.4.4.5.2.1 Switzerland Satellite Imaging for Agriculture Market (by Application)............ 165
4.4.4.5.2.2 Switzerland Satellite Imaging for Agriculture Market (by End User) .............. 165

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4.4.4.5.3 Product................................................................................................................... 166
4.4.4.5.3.1 Switzerland Satellite Imaging for Agriculture Market (by Product) ................. 166
4.4.4.6 Belgium............................................................................................................ 166
4.4.4.6.1 Markets .................................................................................................................. 166
4.4.4.6.1.1 Buyer Attributes .............................................................................................. 166
4.4.4.6.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................167
4.4.4.6.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................168
4.4.4.6.1.2 Business Challenges ...................................................................................... 168
4.4.4.6.1.3 Business Drivers............................................................................................. 169
4.4.4.6.2 Application.............................................................................................................. 169
4.4.4.6.2.1 Belgium Satellite Imaging for Agriculture Market (by Application) ................. 169
4.4.4.6.2.2 Belgium Satellite Imaging for Agriculture Market (by End User) .................... 169
4.4.4.6.3 Product................................................................................................................... 170
4.4.4.6.3.1 Belgium Satellite Imaging for Agriculture Market (by Product)....................... 170
4.4.4.7 Spain................................................................................................................ 170
4.4.4.7.1 Markets .................................................................................................................. 170
4.4.4.7.1.1 Buyer Attributes .............................................................................................. 170
4.4.4.7.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................171
4.4.4.7.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................171
4.4.4.7.1.2 Business Challenges ...................................................................................... 172
4.4.4.7.1.3 Business Drivers............................................................................................. 172
4.4.4.7.2 Application.............................................................................................................. 172
4.4.4.7.2.1 Spain Satellite Imaging for Agriculture Market (by Application) ..................... 172
4.4.4.7.2.2 Spain Satellite Imaging for Agriculture Market (by End User)........................ 173
4.4.4.7.3 Product................................................................................................................... 173
4.4.4.7.3.1 Spain Satellite Imaging for Agriculture Market (by Product)........................... 173
4.4.4.8 Rest-of-Europe ................................................................................................ 173
4.4.4.8.1 Markets .................................................................................................................. 174
4.4.4.8.1.1 Buyer Attributes .............................................................................................. 174

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4.4.4.8.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................174
4.4.4.8.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................175
4.4.4.8.1.2 Business Challenges ...................................................................................... 175
4.4.4.8.1.3 Business Drivers............................................................................................. 175
4.4.4.8.2 Application.............................................................................................................. 176
4.4.4.8.2.1 Rest-of-Europe Satellite Imaging for Agriculture Market (by Application)...... 176
4.4.4.8.2.2 Rest-of-Europe Satellite Imaging for Agriculture Market (by End User)......... 176
4.4.4.8.3 Product................................................................................................................... 177
4.4.4.8.3.1 Rest-of-Europe Satellite Imaging for Agriculture Market (by Product) ........... 177
4.5 U.K. .................................................................................................................179
4.5.1 Markets.......................................................................................................179
4.5.1.1 Buyer Attributes ............................................................................................... 179
4.5.1.1.1 Farm Size, Number of Farms, and State of Digitalization ..................................... 180
4.5.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors.................................................... 180
4.5.1.2 Business Challenges ....................................................................................... 181
4.5.1.3 Business Drivers.............................................................................................. 181
4.5.2 Applications...............................................................................................181
4.5.2.1 U.K. Satellite Imaging for Agriculture Market (by Application) ......................... 181
4.5.2.2 U.K. Satellite Imaging for Agriculture Market (by End User)............................ 182
4.5.3 Products.....................................................................................................182
4.5.3.1 U.K. Satellite Imaging for Agriculture Market, (by Product) (in terms of
Volume and Value) .......................................................................................... 182
4.6 Middle East and Africa ..................................................................................184
4.6.1 Markets.......................................................................................................184
4.6.1.1 Buyer Attributes ............................................................................................... 184
4.6.1.1.1 Farm Size, Number of Farms, and State of Digitalization ..................................... 184
4.6.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors.................................................... 185
4.6.1.2 Business Challenges ....................................................................................... 185
4.6.1.3 Business Drivers.............................................................................................. 186

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4.6.2 Applications...............................................................................................186
4.6.2.1 Middle East and Africa Satellite Imaging for Agriculture Market (by
Application)...................................................................................................... 186
4.6.2.2 Middle East and Africa Satellite Imaging for Agriculture Market (by End
User)................................................................................................................ 186
4.6.3 Products.....................................................................................................187
4.6.3.1 Middle East and Africa Satellite Imaging for Agriculture Market (by
Product) ........................................................................................................... 187
4.6.4 Middle East and Africa (by Country)........................................................187
4.6.4.1 South Africa ..................................................................................................... 188
4.6.4.1.1 Markets .................................................................................................................. 188
4.6.4.1.1.1 Buyer Attributes .............................................................................................. 188
4.6.4.1.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................188
4.6.4.1.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................189
4.6.4.1.1.2 Business Challenges ...................................................................................... 189
4.6.4.1.1.3 Business Drivers............................................................................................. 189
4.6.4.1.2 Application.............................................................................................................. 190
4.6.4.1.2.1 South Africa Satellite Imaging for Agriculture Market (by Application)........... 190
4.6.4.1.2.2 South Africa Satellite Imaging for Agriculture Market (by End User) ............. 190
4.6.4.1.3 Product................................................................................................................... 191
4.6.4.1.3.1 South Africa Satellite Imaging for Agriculture Market (by Product) ................ 191
4.6.4.2 Turkey.............................................................................................................. 191
4.6.4.2.1 Markets .................................................................................................................. 191
4.6.4.2.1.1 Buyer Attributes .............................................................................................. 191
4.6.4.2.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................192
4.6.4.2.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................192
4.6.4.2.1.2 Business Challenges ...................................................................................... 193
4.6.4.2.1.3 Business Drivers............................................................................................. 193
4.6.4.2.2 Application.............................................................................................................. 193
4.6.4.2.2.1 Turkey Satellite Imaging for Agriculture Market (by Application) ................... 193

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4.6.4.2.2.2 Turkey Satellite Imaging for Agriculture Market (by End User) ...................... 194
4.6.4.2.3 Product................................................................................................................... 194
4.6.4.2.3.1 Turkey Satellite Imaging for Agriculture Market (by Product)......................... 194
4.6.4.3 Israel................................................................................................................ 195
4.6.4.3.1 Markets .................................................................................................................. 195
4.6.4.3.1.1 Buyer Attributes .............................................................................................. 195
4.6.4.3.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................195
4.6.4.3.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................196
4.6.4.3.1.2 Business Challenges ...................................................................................... 196
4.6.4.3.1.3 Business Drivers............................................................................................. 196
4.6.4.3.2 Application.............................................................................................................. 197
4.6.4.3.2.1 Israel Satellite Imaging for Agriculture Market (by Application)...................... 197
4.6.4.3.2.2 Israel Satellite Imaging for Agriculture Market (by End User) ........................ 197
4.6.4.3.3 Product................................................................................................................... 198
4.6.4.3.3.1 Israel Satellite Imaging for Agriculture Market (by Product)........................... 198
4.6.4.4 Rest-of-Middle East and Africa........................................................................ 198
4.6.4.4.1 Markets .................................................................................................................. 198
4.6.4.4.1.1 Buyer Attributes .............................................................................................. 198
4.6.4.4.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................199
4.6.4.4.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................199
4.6.4.4.1.2 Business Challenges ...................................................................................... 200
4.6.4.4.1.3 Business Drivers............................................................................................. 200
4.6.4.4.2 Application.............................................................................................................. 201
4.6.4.4.2.1 Rest-of-Middle East and Africa Satellite Imaging for Agriculture Market
(by Application)...................................................................................................... 201
4.6.4.4.2.2 Rest-of-Middle East and Africa Satellite Imaging for Agriculture Market
(by End User) ........................................................................................................ 201
4.6.4.4.3 Product................................................................................................................... 202
4.6.4.4.3.1 Rest-of-Middle East and Africa Satellite Imaging for Agriculture Market
(by Product)........................................................................................................... 202

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4.7 China...............................................................................................................204
4.7.1 Markets.......................................................................................................204
4.7.1.1 Buyer Attributes ............................................................................................... 204
4.7.1.1.1 Farm Size, Number of Farms, and State of Digitalization ..................................... 204
4.7.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors.................................................... 205
4.7.1.2 Business Challenges ....................................................................................... 205
4.7.1.3 Business Drivers.............................................................................................. 205
4.7.2 Applications...............................................................................................206
4.7.2.1 China Satellite Imaging for Agriculture Market (by Application)....................... 206
4.7.2.2 China Satellite Imaging for Agriculture Market (by End User) ......................... 206
4.7.3 Products.....................................................................................................207
4.7.3.1 China Satellite Imaging for Agriculture Market (by Product)........................... 207
4.8 Asia-Pacific ....................................................................................................209
4.8.1 Markets.......................................................................................................209
4.8.1.1 Key Providers in Asia-Pacific........................................................................... 209
4.8.1.2 Buyer Attributes ............................................................................................... 209
4.8.1.2.1 Farm Size, Number of Farms, and State of Digitalization ..................................... 210
4.8.1.2.2 Crop Pattern, Biotic, and Abiotic Stress Factors.................................................... 210
4.8.1.3 Business Challenges ....................................................................................... 211
4.8.1.4 Business Drivers.............................................................................................. 211
4.8.2 Applications...............................................................................................211
4.8.2.1 Asia-Pacific Satellite Imaging for Agriculture Market (by Application) ............. 211
4.8.2.2 Asia-Pacific Satellite Imaging for Agriculture Market (by End User)................ 212
4.8.3 Products.....................................................................................................212
4.8.3.1 Asia-Pacific Satellite Imaging for Agriculture Market (by Product) ................. 212
4.8.4 Asia-Pacific (by Country)..........................................................................213
4.8.4.1 Japan............................................................................................................... 213
4.8.4.1.1 Markets .................................................................................................................. 213
4.8.4.1.1.1 Buyer Attributes .............................................................................................. 213

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4.8.4.1.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................214
4.8.4.1.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................214
4.8.4.1.1.2 Business Challenges ...................................................................................... 215
4.8.4.1.1.3 Business Drivers............................................................................................. 215
4.8.4.1.2 Application.............................................................................................................. 215
4.8.4.1.2.1 Japan Satellite Imaging for Agriculture Market (by Application)..................... 215
4.8.4.1.2.2 Japan Satellite Imaging for Agriculture Market (by End User) ....................... 216
4.8.4.1.3 Product................................................................................................................... 216
4.8.4.1.3.1 Japan Satellite Imaging for Agriculture Market (by Product).......................... 216
4.8.4.2 Australia and New Zealand.............................................................................. 216
4.8.4.2.1 Markets .................................................................................................................. 217
4.8.4.2.1.1 Buyer Attributes .............................................................................................. 217
4.8.4.2.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................217
4.8.4.2.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................218
4.8.4.2.1.2 Business Challenges ...................................................................................... 219
4.8.4.2.1.3 Business Drivers............................................................................................. 219
4.8.4.2.2 Application.............................................................................................................. 219
4.8.4.2.2.1 Australia and New Zealand Satellite Imaging for Agriculture Market (by
Application)............................................................................................................ 219
4.8.4.2.2.2 Australia and New Zealand Satellite Imaging for Agriculture Market (by
End User) .............................................................................................................. 220
4.8.4.2.3 Product................................................................................................................... 220
4.8.4.2.3.1 Australia and New Zealand Satellite Imaging for Agriculture Market (by
Product)................................................................................................................. 220
4.8.4.3 South Korea..................................................................................................... 220
4.8.4.3.1 Markets .................................................................................................................. 221
4.8.4.3.1.1 Buyer Attributes .............................................................................................. 221
4.8.4.3.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................221
4.8.4.3.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................222
4.8.4.3.1.2 Business Challenges ...................................................................................... 222

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4.8.4.3.1.3 Business Drivers............................................................................................. 222
4.8.4.3.2 Application.............................................................................................................. 223
4.8.4.3.2.1 South Korea Satellite Imaging for Agriculture Market (by Application) .......... 223
4.8.4.3.2.2 South Korea Satellite Imaging for Agriculture Market (by End User)............. 223
4.8.4.3.3 Product................................................................................................................... 224
4.8.4.3.3.1 South Korea Satellite Imaging for Agriculture Market (by Product)................ 224
4.8.4.4 India................................................................................................................. 224
4.8.4.4.1 Markets .................................................................................................................. 224
4.8.4.4.1.1 Buyer Attributes .............................................................................................. 224
4.8.4.4.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................225
4.8.4.4.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................225
4.8.4.4.1.2 Business Challenges ...................................................................................... 226
4.8.4.4.1.3 Business Drivers............................................................................................. 226
4.8.4.4.2 Application.............................................................................................................. 226
4.8.4.4.2.1 India Satellite Imaging for Agriculture Market (by Application)....................... 226
4.8.4.4.2.2 India Satellite Imaging for Agriculture Market (by End User) ......................... 227
4.8.4.4.3 Product................................................................................................................... 227
4.8.4.4.3.1 India Satellite Imaging for Agriculture Market (by Product)............................ 227
4.8.4.5 Rest-of-Asia-Pacific ......................................................................................... 227
4.8.4.5.1 Markets .................................................................................................................. 228
4.8.4.5.1.1 Buyer Attributes .............................................................................................. 228
4.8.4.5.1.1.1 Farm Size, Number of Farms, and State of Digitalization......................................228
4.8.4.5.1.1.2 Crop Pattern, Biotic, and Abiotic Stress Factors....................................................229
4.8.4.5.1.2 Business Challenges ...................................................................................... 229
4.8.4.5.1.3 Business Drivers............................................................................................. 230
4.8.4.5.2 Application.............................................................................................................. 230
4.8.4.5.2.1 Rest-of-Asia-Pacific Satellite Imaging for Agriculture Market (by
Application)............................................................................................................ 230
4.8.4.5.2.2 Rest-of-Asia-Pacific Satellite Imaging for Agriculture Market (by End
User)...................................................................................................................... 230

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4.8.4.5.3 Product................................................................................................................... 231
4.8.4.5.3.1 Rest-of-Asia-Pacific Satellite Imaging for Agriculture Market (by
Product)................................................................................................................. 231
5 Markets - Competitive Benchmarking & Company Profiles .......232
5.1 Competitive Benchmarking ..........................................................................233
5.2 Market Share Analysis ..................................................................................235
5.3 Company Profiles ..........................................................................................237
5.3.1 Airbus.........................................................................................................237
5.3.1.1 Company Overview ......................................................................................... 237
5.3.1.1.1 Role of Airbus in the Global Satellite Imaging for Agriculture Market.................... 237
5.3.1.1.2 Product Portfolio..................................................................................................... 238
5.3.1.2 Business Strategies......................................................................................... 238
5.3.1.2.1 Product Development ............................................................................................ 238
5.3.1.3 Corporate Strategies........................................................................................ 239
5.3.1.3.1 Partnership, Joint Venture, Collaboration and Alliance ......................................... 239
5.3.1.4 Customer Profile.............................................................................................. 239
5.3.1.4.1 Target Customer Segment..................................................................................... 239
5.3.1.4.2 Key Clients............................................................................................................. 240
5.3.1.5 Analyst View .................................................................................................... 240
5.3.1.5.1 Regional Growth .................................................................................................... 241
5.3.2 Descartes Labs, Inc...................................................................................242
5.3.2.1 Company Overview ......................................................................................... 242
5.3.2.1.1 Role of Descartes Labs, Inc in the Global Satellite Imaging for Agriculture
Market ................................................................................................................... 242
5.3.2.1.2 Product Portfolio..................................................................................................... 243
5.3.2.2 Business Strategies......................................................................................... 243
5.3.2.2.1 Product Development ............................................................................................ 243
5.3.2.2.2 Market Development.............................................................................................. 243
5.3.2.3 Corporate Strategies........................................................................................ 244
5.3.2.3.1 Merger and Acquisition .......................................................................................... 244

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5.3.2.4 Customer Profile.............................................................................................. 244
5.3.2.4.1 Target Customer Segment..................................................................................... 244
5.3.2.5 Analyst View .................................................................................................... 244
5.3.2.5.1 Regional Growth .................................................................................................... 245
5.3.3 EOS Data Analytics,Inc.............................................................................246
5.3.3.1 Company Overview ......................................................................................... 246
5.3.3.1.1 Role of EOS Data Analytics,Inc in the Global Satellite Imaging for Agriculture
Market ................................................................................................................... 246
5.3.3.1.2 Product Portfolio..................................................................................................... 247
5.3.3.2 Corporate Strategies........................................................................................ 247
5.3.3.2.1 Partnership, Joint Venture, Collaboration and Alliance ......................................... 247
5.3.3.3 Customer Profile.............................................................................................. 249
5.3.3.3.1 Target Customer Segment..................................................................................... 249
5.3.3.4 Analyst View .................................................................................................... 249
5.3.3.4.1 Regional Growth .................................................................................................... 249
5.3.4 Esri..............................................................................................................250
5.3.4.1 Company Overview ......................................................................................... 250
5.3.4.1.1 Role of Esri in the Global Satellite Imaging for Agriculture Market........................ 250
5.3.4.1.2 Product Portfolio..................................................................................................... 250
5.3.4.2 Corporate Strategies........................................................................................ 251
5.3.4.2.1 Partnership, Joint Venture, Collaboration and Alliance ......................................... 251
5.3.4.3 Customer Profile.............................................................................................. 252
5.3.4.3.1 Target Customer Segment..................................................................................... 252
5.3.4.4 Analyst View .................................................................................................... 252
5.3.4.4.1 Regional Growth .................................................................................................... 252
5.3.5 European Space Imaging..........................................................................254
5.3.5.1 Company Overview ......................................................................................... 254
5.3.5.1.1 Role of European Space Imaging in the Global Satellite Imaging for
Agriculture Market ................................................................................................. 254
5.3.5.1.2 Product Portfolio..................................................................................................... 254

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5.3.5.2 Corporate Strategies........................................................................................ 255
5.3.5.2.1 Partnership, Joint Venture, Collaboration and Alliance ......................................... 255
5.3.5.3 Customer Profile.............................................................................................. 255
5.3.5.3.1 Target Customer Segment..................................................................................... 255
5.3.5.4 Analyst View .................................................................................................... 255
5.3.5.4.1 Regional Growth .................................................................................................... 256
5.3.6 Farmers Edge Inc ......................................................................................257
5.3.6.1 Company Overview ......................................................................................... 257
5.3.6.1.1 Role of Farmers Edge Inc in the Global Satellite Imaging for Agriculture
Market ................................................................................................................... 257
5.3.6.1.2 Product Portfolio..................................................................................................... 258
5.3.6.2 Corporate Strategies........................................................................................ 258
5.3.6.2.1 Partnership, Joint Venture, Collaboration and Alliance ......................................... 258
5.3.6.3 Customer Profile.............................................................................................. 259
5.3.6.3.1 Target Customer Segment..................................................................................... 259
5.3.6.4 Analyst View .................................................................................................... 260
5.3.6.4.1 Regional Growth .................................................................................................... 260
5.3.7 Gamaya ......................................................................................................261
5.3.7.1 Company Overview ......................................................................................... 261
5.3.7.1.1 Role of Gamaya in the Global Satellite Imaging for Agriculture Market ................ 261
5.3.7.1.2 Product Portfolio..................................................................................................... 261
5.3.7.2 Business Strategies......................................................................................... 262
5.3.7.2.1 Product Development ............................................................................................ 262
5.3.7.3 Customer Profile.............................................................................................. 262
5.3.7.3.1 Target Customer Segment..................................................................................... 262
5.3.7.4 Analyst View .................................................................................................... 262
5.3.7.4.1 Regional Growth .................................................................................................... 262
5.3.8 ICEYE..........................................................................................................263
5.3.8.1 Company Overview ......................................................................................... 263

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5.3.8.1.1 Role of ICEYE in the Global Satellite Imaging for Agriculture Market ................... 263
5.3.8.1.2 Product Portfolio..................................................................................................... 263
5.3.8.2 Business Strategies......................................................................................... 264
5.3.8.2.1 Market Development.............................................................................................. 264
5.3.8.3 Customer Profile.............................................................................................. 264
5.3.8.3.1 Target Customer Segment..................................................................................... 264
5.3.8.3.2 Key Clients............................................................................................................. 264
5.3.8.4 Analyst View .................................................................................................... 264
5.3.8.4.1 Regional Growth .................................................................................................... 265
5.3.9 NaraSpace Inc............................................................................................266
5.3.9.1 Company Overview ......................................................................................... 266
5.3.9.1.1 Role of NaraSpace Inc in the Global Satellite Imaging for Agriculture Market ...... 266
5.3.9.1.2 Product Portfolio..................................................................................................... 266
5.3.9.2 Corporate Strategies........................................................................................ 267
5.3.9.2.1 Partnership, Joint Venture, Collaboration and Alliance ......................................... 267
5.3.9.3 Customer Profile.............................................................................................. 267
5.3.9.3.1 Target Customer Segment..................................................................................... 267
5.3.9.4 Analyst View .................................................................................................... 267
5.3.9.4.1 Regional Growth .................................................................................................... 268
5.3.10 Open Cosmos Ltd......................................................................................269
5.3.10.1 Company Overview ......................................................................................... 269
5.3.10.1.1 Role of Open Cosmos Ltd in the Global Satellite Imaging for Agriculture
Market ................................................................................................................... 269
5.3.10.1.2 Product Portfolio..................................................................................................... 269
5.3.10.2 Business Strategies......................................................................................... 270
5.3.10.2.1 Product Development ............................................................................................ 270
5.3.10.3 Corporate Strategies........................................................................................ 270
5.3.10.3.1 Partnership, Joint Venture, Collaboration and Alliance ......................................... 270
5.3.10.4 Customer Profile.............................................................................................. 270

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5.3.10.4.1 Target Customer Segment..................................................................................... 270
5.3.10.5 Analyst View .................................................................................................... 271
5.3.10.5.1 Regional Growth .................................................................................................... 271
5.3.11 Planet Labs PBC........................................................................................272
5.3.11.1 Company Overview ......................................................................................... 272
5.3.11.1.1 Role of Planet Labs PBC in the Global Satellite Imaging for Agriculture
Market ................................................................................................................... 272
5.3.11.1.2 Product Portfolio..................................................................................................... 272
5.3.11.2 Business Strategies......................................................................................... 273
5.3.11.2.1 Product Development ............................................................................................ 273
5.3.11.3 Corporate Strategies........................................................................................ 273
5.3.11.3.1 Merger and Acquisition .......................................................................................... 273
5.3.11.3.2 Partnership, Joint Venture, Collaboration and Alliance ......................................... 274
5.3.11.4 Customer Profile.............................................................................................. 274
5.3.11.4.1 Target Customer Segment..................................................................................... 274
5.3.11.4.2 Key Clients............................................................................................................. 274
5.3.11.5 Analyst View .................................................................................................... 275
5.3.11.5.1 Regional Growth .................................................................................................... 275
5.3.12 Satellite Imaging Corporation ..................................................................276
5.3.12.1 Company Overview ......................................................................................... 276
5.3.12.1.1 Role of Satellite Imaging Corporation in the Global Satellite Imaging for
Agriculture Market ................................................................................................. 276
5.3.12.1.2 Product Portfolio..................................................................................................... 277
5.3.12.2 Customer Profile.............................................................................................. 277
5.3.12.2.1 Target Customer Segment..................................................................................... 277
5.3.12.3 Analyst View .................................................................................................... 278
5.3.12.3.1 Regional Growth .................................................................................................... 278
5.3.13 Satellogic ...................................................................................................279
5.3.13.1 Company Overview ......................................................................................... 279
5.3.13.1.1 Role of Satellogic in the Global Satellite Imaging for Agriculture Market .............. 279

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5.3.13.1.2 Product Portfolio..................................................................................................... 279
5.3.13.2 Business Strategies......................................................................................... 280
5.3.13.2.1 Market Development.............................................................................................. 280
5.3.13.3 Corporate Strategies........................................................................................ 280
5.3.13.3.1 Partnership, Joint Venture, Collaboration and Alliance ......................................... 280
5.3.13.4 Customer Profile.............................................................................................. 281
5.3.13.4.1 Target Customer Segment..................................................................................... 281
5.3.13.5 Analyst View .................................................................................................... 281
5.3.13.5.1 Regional Growth .................................................................................................... 281
5.3.14 SkyWatch ...................................................................................................282
5.3.14.1 Company Overview ......................................................................................... 282
5.3.14.1.1 Role of SkyWatch in the Global Satellite Imaging for Agriculture Market.............. 282
5.3.14.1.2 Product Portfolio..................................................................................................... 282
5.3.14.2 Business Strategies......................................................................................... 283
5.3.14.2.1 Product Development ............................................................................................ 283
5.3.14.3 Corporate Strategies........................................................................................ 283
5.3.14.3.1 Partnership, Joint Venture, Collaboration and Alliance ......................................... 283
5.3.14.4 Customer Profile.............................................................................................. 284
5.3.14.4.1 Target Customer Segment..................................................................................... 284
5.3.14.5 Analyst View .................................................................................................... 285
5.3.14.5.1 Regional Growth .................................................................................................... 285
5.3.15 SpaceKnow Inc..........................................................................................286
5.3.15.1 Company Overview ......................................................................................... 286
5.3.15.1.1 Role of SpaceKnow Inc. in the Global Satellite Imaging for Agriculture
Market ................................................................................................................... 286
5.3.15.1.2 Product Portfolio..................................................................................................... 287
5.3.15.2 Customer Profile.............................................................................................. 287
5.3.15.2.1 Target Customer Segment..................................................................................... 287
5.3.15.3 Analyst View .................................................................................................... 287

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5.3.15.3.1 Regional Growth .................................................................................................... 287
5.3.16 Syngenta ....................................................................................................288
5.3.16.1 Company Overview ......................................................................................... 288
5.3.16.2 Role of Syngenta in Global Satellite Imaging for Agriculture Market ............... 288
5.3.16.3 Product Portfolio .............................................................................................. 288
5.3.16.4 Business Strategies......................................................................................... 289
5.3.16.4.1 Market Developments............................................................................................ 289
5.3.16.4.2 Product Developments........................................................................................... 289
5.3.16.5 Customer Profile.............................................................................................. 290
5.3.16.5.1 Target Customers .................................................................................................. 290
5.3.16.6 Analyst View .................................................................................................... 290
5.4 Key Start-Ups in the Satellite Imaging for Agriculture Market...................291
5.4.1 EarthDaily Analytics..................................................................................291
5.4.1.1 Company Overview ......................................................................................... 291
5.4.1.1.1 Role of EarthDaily Analytics in the Global Satellite Imaging for Agriculture
Market ................................................................................................................... 291
5.4.1.1.2 Product Portfolio..................................................................................................... 292
5.4.1.2 Business Strategies......................................................................................... 292
5.4.1.2.1 Market Development.............................................................................................. 292
5.4.1.3 Customer Profile.............................................................................................. 292
5.4.1.3.1 Target Customer Segment..................................................................................... 292
5.4.1.3.2 Key Clients............................................................................................................. 293
5.4.1.4 Analyst View .................................................................................................... 293
5.4.1.4.1 Regional Growth .................................................................................................... 293
5.4.2 Maxar Technologies..................................................................................294
5.4.2.1 Company Overview ......................................................................................... 294
5.4.2.1.1 Role of Maxar Technologies in the Global Satellite Imaging for Agriculture
Market ................................................................................................................... 294
5.4.2.1.2 Product Portfolio..................................................................................................... 294
5.4.2.2 Business Strategies......................................................................................... 295

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5.4.2.2.1 Product Development ............................................................................................ 295
5.4.2.3 Corporate Strategies........................................................................................ 295
5.4.2.3.1 Merger and Acquisition .......................................................................................... 295
5.4.2.3.2 Partnership, Joint Venture, Collaboration and Alliance ......................................... 296
5.4.2.4 Customer Profile.............................................................................................. 296
5.4.2.4.1 Target Customer Segment..................................................................................... 296
5.4.2.5 Analyst View .................................................................................................... 296
5.4.2.5.1 Regional Growth .................................................................................................... 296
5.4.3 SatSure.......................................................................................................297
5.4.3.1 Company Overview ......................................................................................... 297
5.4.3.1.1 Role of SatSure in the Global Satellite Imaging for Agriculture Market................. 297
5.4.3.1.2 Product Portfolio..................................................................................................... 297
5.4.3.2 Business Strategies......................................................................................... 298
5.4.3.2.1 Product Development ............................................................................................ 298
5.4.3.3 Corporate Strategies........................................................................................ 298
5.4.3.3.1 Merger and Acquisition .......................................................................................... 298
5.4.3.3.2 Partnership, Joint Venture, Collaboration and Alliance ......................................... 299
5.4.3.4 Customer Profile.............................................................................................. 299
5.4.3.4.1 Target Customer Segment..................................................................................... 299
5.4.3.5 Analyst View .................................................................................................... 300
5.4.3.5.1 Regional Growth .................................................................................................... 300
5.4.4 SpaceSense ...............................................................................................301
5.4.4.1 Company Overview ......................................................................................... 301
5.4.4.1.1 Role of SpaceSense in the Global Satellite Imaging for Agriculture Market ......... 301
5.4.4.1.2 Product Portfolio..................................................................................................... 301
5.4.4.2 Corporate Strategies........................................................................................ 302
5.4.4.2.1 Partnership, Joint Venture, Collaboration and Alliance ......................................... 302
5.4.4.3 Customer Profile.............................................................................................. 302
5.4.4.3.1 Target Customer Segment..................................................................................... 302

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5.4.4.3.2 Key Clients............................................................................................................. 302
5.4.4.4 Analyst View .................................................................................................... 303
5.4.4.4.1 Regional Growth .................................................................................................... 303
5.4.5 Synspective ...............................................................................................304
5.4.5.1 Company Overview ......................................................................................... 304
5.4.5.1.1 Role of Synspective in the Global Satellite Imaging for Agriculture Market .......... 304
5.4.5.1.2 Product Portfolio..................................................................................................... 304
5.4.5.2 Corporate Strategies........................................................................................ 305
5.4.5.2.1 Partnership, Joint Venture, Collaboration and Alliance ......................................... 305
5.4.5.3 Customer Profile.............................................................................................. 305
5.4.5.3.1 Target Customer Segment..................................................................................... 305
5.4.5.3.2 Key Clients............................................................................................................. 305
5.4.5.4 Analyst View .................................................................................................... 306
5.4.5.4.1 Regional Growth .................................................................................................... 306
6 Research Methodology ............................................................307
6.1 Primary Data Sources ...................................................................................307
6.2 Secondary Data Sources ..............................................................................307
6.3 Market Estimation and Forecast...................................................................310

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List of Figures
Figure 1: Global Operational Stock of Active Agriculture Satellites for Digital Applications, 2000-2022
Figure 2: Global Satellite Imaging for Agriculture Market, $Million, 2022-2028
Figure 3: Market Dynamics of the Global Satellite Imaging for Agriculture Market
Figure 4: Global Satellite Imaging for Agriculture Market (by Application), $Million, 2022-2028
Figure 5: Global Satellite Imaging for Agriculture Market (by End User), $Million, 2022-2028
Figure 6: Global Satellite Imaging for Agriculture Market (by Product), $Million, 2022-2028
Figure 7: Global Satellite Imaging for Agriculture Market (by Region), $Million, 2022
Figure 8: Global Satellite Imaging for Agriculture Market Coverage
Figure 9: Features of the EOS SAT-1 Satellite
Figure 10: European Union (EU) Farm and Farmland by Land Size Class, 2018
Figure 11: Share of Key Market Strategies and Developments, January 2019-April 2023
Figure 12: Share of Product Developments and Innovations (by Company), January 2019-April 2023
Figure 13: Share of Market Developments (by Company), January 2019-April 2023
Figure 14: Share of Mergers and Acquisitions (by Company), January 2019-April 2023
Figure 15: Share of Partnerships, Collaborations, and Joint Ventures (by Company), January 2019-April
2023
Figure 16: Total Investment and Number of Funding Deals in the Global Satellite Imaging for Agriculture
Market, 2017-2022
Figure 17: Country-Wise Funding Share in the Global Satellite Imaging for Agriculture Market, 2017-
2022
Figure 18: Top Investors in the Global Satellite Imaging for Agriculture Market, 2017-2022
Figure 19: Technology Adoption Curve
Figure 20: Patents Filed or Granted for Global Satellite Imaging for Agriculture Market, January 2017-
April 2023
Figure 21: Patent Analysis (by Application), January 2017-April 2023
Figure 22: Patent Analysis (by Organization), January 2017-April 2023
Figure 23: Patent Analysis (by Patent Office), January 2017-April 2023
Figure 24: Farm Size, Number of Farms, and State of Digitalization in North America
Figure 25: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 26: Farm Size, Number of Farms, and State of Digitalization in the U.S.
Figure 27: Crop Pattern, Biotic, and Abiotic Stress Factors

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Figure 28: Farm Size, Number of Farms, and State of Digitalization in Canada
Figure 29: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 30: Farm Size, Number of Farms, and State of Digitalization in Mexico
Figure 31: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 32: Farm Size, Number of Farms, and State of Digitalization in South America
Figure 33: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 34: Farm Size, Number of Farms, and State of Digitalization in Brazil
Figure 35: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 36: Farm Size, Number of Farms, and State of Digitalization in Argentina
Figure 37: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 38: Farm Size, Number of Farms, and State of Digitalization in Rest-of-South America
Figure 39: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 40: Farm Size, Number of Farms, and State of Digitalization in Europe
Figure 41: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 42: Farm Size, Number of Farms, and State of Digitalization in Italy
Figure 43: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 44: Farm Size, Number of Farms, and State of Digitalization in France
Figure 45: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 46: Farm Size, Number of Farms, and State of Digitalization in the Netherlands
Figure 47: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 48: Farm Size, Number of Farms, and State of Digitalization in Germany
Figure 49: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 50: Farm Size, Number of Farms, and State of Digitalization in Switzerland
Figure 51: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 52: Farm Size, Number of Farms, and State of Digitalization in Belgium
Figure 53: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 54: Farm Size, Number of Farms, and State of Digitalization in Spain
Figure 55: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 56: Farm Size, Number of Farms, and State of Digitalization in Rest-of-Europe
Figure 57: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 58: Farm Size, Number of Farms, and State of Digitalization in the U.K.
Figure 59: Crop Pattern, Biotic, and Abiotic Stress Factors

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Figure 60: Farm Size, Number of Farms, and State of Digitalization in Middle East and Africa
Figure 61: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 62: Farm Size, Number of Farms, and State of Digitalization in South Africa
Figure 63: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 64: Farm Size, Number of Farms, and State of Digitalization in Turkey
Figure 65: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 66: Farm Size, Number of Farms, and State of Digitalization in Israel
Figure 67: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 68: Farm Size, Number of Farms, and State of Digitalization in Rest-of-Middle East and Africa
Figure 69: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 70: Funding Raised by Agritech Start-ups in Africa, 2015-2020
Figure 71: Farm Size, Number of Farms, and State of Digitalization in China
Figure 72: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 73: Farm Size, Number of Farms, and State of Digitalization in Asia-Pacific
Figure 74: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 75: Farm Size, Number of Farms, and State of Digitalization in Japan
Figure 76: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 77: Farm Size, Number of Farms, and State of Digitalization in Australia and New Zealand
Figure 78: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 79: Farm Size, Number of Farms, and State of Digitalization in South Korea
Figure 80: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 81: Farm Size, Number of Farms, and State of Digitalization in India
Figure 82: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 83: Farm Size, Number of Farms, and State of Digitalization in Rest-of-Asia-Pacific
Figure 84: Crop Pattern, Biotic, and Abiotic Stress Factors
Figure 85: Competitive Benchmarking Matrix for Key Satellite Imaging for Agriculture Providers
Figure 86: Market Share Analysis of Global Satellite Imaging for Agriculture Market, 2021
Figure 87: Global Satellite Imaging for Agriculture Market: Research Methodology
Figure 88: Data Triangulation
Figure 89: Top-Down and Bottom-Up Approach
Figure 90: Assumptions and Limitations

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List of Tables
Table 1: Key Consortiums, Associations, and Regulatory Bodies in the Global Satellite Imaging for
Agriculture Market
Table 2: Government Initiatives
Table 3: Benefits of Satellite Imaging vs. Drone
Table 4: Free Satellite Imagery Sources
Table 5: Key Startups in the Global Satellite Imaging for Agriculture Market, 2019-2023
Table 6: Top Funding by the Start-ups in the Global Satellite Imaging for Agriculture Market, 2022
Table 7: Active Agriculture Satellites Technical Information
Table 8: Key Companies Providing Satellite Imaging for Crop Monitoring
Table 9: Soil Mapping Company Examples
Table 10: Key Companies Providing Satellite Imaging Solutions for Forestry
Table 11: Key Companies Providing Harvest Dynamic Monitoring, Weather Monitoring, and Carbon
tracking
Table 12: Global Satellite Imaging for Agriculture Market (by Application), $Million, 2022-2028
Table 13: Global Satellite Imaging for Agriculture Market (by End User), $Million, 2022-2028
Table 14: Global Satellite Imaging for Agriculture Market (by Product), $Million, 2022-2028
Table 15: Sat2Farm Integrated Delivery Platform Solutions
Table 16: Global Satellite Imaging for Agriculture Market (by Region), $Million, 2022-2028
Table 17: North America Satellite Imaging for Agriculture Market (by Application), $Million, 2022-2028
Table 18: North America Satellite Imaging for Agriculture Market (by End User), $Million, 2022-2028
Table 19: North America Satellite Imaging for Agriculture Market (by Product), $Million, 2022-2028
Table 20: North America Satellite Imaging for Agriculture (by Country), $Million, 2022-2028
Table 21: U.S. Satellite Imaging for Agriculture Market (by Application), $Million, 2022-2028
Table 22: U.S. Satellite Imaging for Agriculture Market (by End User), $Million, 2022-2028
Table 23: U.S. Satellite Imaging for Agriculture Market (by Product), $Million, 2022-2028
Table 24: Canada Satellite Imaging for Agriculture Market (by Application), $Million, 2022-2028
Table 25: Canada Satellite Imaging for Agriculture Market (by End User), $Million, 2022-2028
Table 26: Canada Satellite Imaging for Agriculture Market (by Product), $Million, 2022-2028
Table 27: Mexico Satellite Imaging for Agriculture Market (by Application), $Million, 2022-2028
Table 28: Mexico Satellite Imaging for Agriculture Market (by End User), $Million, 2022-2028