6 Agriculture Analytics Market, by Offering
6.1 Introduction
6.1.1 Offering: Agriculture Analytics Market Drivers
Figure 31 Services Segment to Record Higher CAGR During Forecast Period
Table 22 Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 23 Agriculture Analytics Market Size, by Offering, 2023-2028 (USD Million)
6.2 Solutions
Table 24 Solutions: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 25 Solutions: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3 Services
Figure 32 Managed Services Segment to Exhibit Higher CAGR in Agriculture Analytics Market During Forecast Period
Table 26 Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 27 Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 28 Services: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 29 Services: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.1 Professional Services
Figure 33 System Integration and Implementation to Register Highest CAGR During Forecast Period
Table 30 Professional Services: Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 31 Professional Services: Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 32 Professional Services: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 33 Professional Services: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.1.1 Training and Consulting
6.3.1.1.1 Plays Vital Role in Managing Operations and Technology Updates
Table 34 Training and Consulting: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 35 Training and Consulting: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.1.2 System Integration and Implementation
6.3.1.2.1 Rising Need to Ensure Effective System Communication to Augment Segment Growth
Table 36 System Integration and Implementation: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 37 System Integration and Implementation: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.1.3 Support and Maintenance
6.3.1.3.1 Rising Agriculture Analytics Deployment to Enhance Segment Growth
Table 38 Support and Maintenance: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 39 Support and Maintenance: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.2 Managed Services
Figure 34 Data Services Sub-Segment to Display Highest CAGR During Forecast Period
Table 40 Managed Services: Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 41 Managed Services: Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 42 Managed Services: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 43 Managed Services: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.2.1 Farm Operation Services
6.3.2.1.1 Generates Records and Integrates Unstructured Data into Single, Easy-To-Use Cloud-based or On-Premises System
Table 44 Farm Operation Services: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 45 Farm Operation Services: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.2.2 Data Services
6.3.2.2.1 Provides Real-Time Information and Intelligence Capabilities
Table 46 Data Services: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 47 Data Services: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
6.3.2.3 Analytics Services
6.3.2.3.1 Rising Demand for Mobile Technologies to Boost Segment Growth
Table 48 Analytics Services: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 49 Analytics Services: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
7 Agriculture Analytics Market, by Agriculture Type
7.1 Introduction
7.1.1 Agriculture Type: Agriculture Analytics Market Drivers
Figure 35 Livestock Farming to Record Highest CAGR During Forecast Period
Table 50 Agriculture Analytics Market, by Agriculture Type, 2017-2022 (USD Million)
Table 51 Agriculture Analytics Market, by Agriculture Type, 2023-2028 (USD Million)
7.2 Precision Farming
7.2.1 Increased Efficiency and Reduced Labor Costs
Table 52 Precision Farming: Agriculture Analytics Market, by Technology, 2017-2022 (USD Million)
Table 53 Precision Farming: Agriculture Analytics Market, by Technology, 2023-2028 (USD Million)
Table 54 Precision Farming: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 55 Precision Farming: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
7.2.2 Yield Monitoring and Prediction
7.2.3 Variable Rate Technology
7.2.4 Farm Labor Management
7.2.5 Decision Support Systems
7.2.6 Soil Health Analysis
7.2.7 Irrigation and Water Management
7.2.8 Weather Tracking & Forecasting
7.2.9 Financial and Risk Management
7.2.10 Supply Chain Management
7.2.10.1 Order Delivery and Invoice Management
7.2.10.2 Shipping Management
7.2.10.3 Inventory Management
7.2.11 Other Precision Farming
7.3 Livestock Farming
7.3.1 Optimizes Production Processes and Enhances Productivity
Table 56 Livestock Farming: Agriculture Analytics Market, by Application, 2017-2022 (USD Million)
Table 57 Livestock Farming: Agriculture Analytics Market, by Application, 2023-2028 (USD Million)
Table 58 Livestock Farming: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 59 Livestock Farming: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
7.3.2 Feeding Management
7.3.3 Heat Stress Management
7.3.4 Milk Harvesting
7.3.5 Breeding Management
7.3.6 Behavior Monitoring and Management
7.3.7 Real-Time Monitoring
7.3.8 Calf Management
7.3.9 Supply Chain Management
7.3.9.1 Order Delivery and Invoice Management
7.3.9.2 Shipping Management
7.3.9.3 Inventory Management
7.3.10 Other Livestock Farming
7.4 Aquaculture Farming
7.4.1 Adoption of Data-Driven Decision-Making Processes Boosts Segmental Growth
Table 60 Aquaculture Farming: Agriculture Analytics Market, by Type, 2017-2022 (USD Million)
Table 61 Aquaculture Farming: Agriculture Analytics Market, by Type, 2023-2028 (USD Million)
Table 62 Aquaculture Farming: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 63 Aquaculture Farming: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
7.4.2 Fish Tracking and Fleet Navigation
7.4.3 Feeding Management
7.4.4 Water Quality Management
7.4.5 Quality Control and Traceability
7.4.6 Pest and Disease Management
7.4.7 Food Production
7.4.8 Aeration Systems
7.4.9 Supply Chain Management
7.4.9.1 Order Delivery and Invoice Management
7.4.9.2 Shipping Management
7.4.9.3 Inventory Management
7.4.10 Other Aquaculture Farming
7.5 Vertical Farming
7.5.1 Offers Solution by Maximizing Crop Yield in Limited Spaces
Table 64 Agriculture Analytics Market, by Vertical Farming Type, 2017-2022 (USD Million)
Table 65 Agriculture Analytics Market, by Vertical Farming Type, 2023-2028 (USD Million)
Table 66 Vertical Farming: Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 67 Vertical Farming: Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
7.5.2 Sustainability and Environmental Monitoring
7.5.3 Energy Optimization
7.5.4 Nutrient Management
7.5.5 Resource Planning and Optimization
7.5.6 Grading and Marketing
7.5.7 Planting and Seeding
7.5.8 Supply Chain Management
7.5.8.1 Order Delivery and Invoice Management
7.5.8.2 Shipping Management
7.5.8.3 Inventory Management
7.5.9 Other Vertical Farming
7.6 Other Agriculture Type
11 Agriculture Analytics Market, by Region
11.1 Introduction
Figure 39 Asia-Pacific to Record Highest CAGR During Forecast Period
Figure 40 India to Attain Fastest Growth During Forecast Period
Table 100 Agriculture Analytics Market, by Region, 2017-2022 (USD Million)
Table 101 Agriculture Analytics Market, by Region, 2023-2028 (USD Million)
11.2 North America
11.2.1 North America: Agriculture Analytics Market Drivers
11.2.2 North America: Impact of Recession
Figure 41 North America: Market Snapshot
Table 102 North America: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 103 North America: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 104 North America: Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 105 North America: Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 106 North America: Agriculture Analytics Market, by Professional Services, 2017-2022 (USD Million)
Table 107 North America: Agriculture Analytics Market, by Professional Services, 2023-2028 (USD Million)
Table 108 North America: Agriculture Analytics Market, by Managed Services, 2017-2022 (USD Million)
Table 109 North America: Agriculture Analytics Market, by Managed Services, 2023-2028 (USD Million)
Table 110 North America: Agriculture Analytics Market, by Agriculture Type, 2017-2022 (USD Million)
Table 111 North America: Agriculture Analytics Market, by Agriculture Type, 2023-2028 (USD Million)
Table 112 North America: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 113 North America: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
Table 114 North America: Agriculture Analytics Market, by Technology, 2017-2022 (USD Million)
Table 115 North America: Agriculture Analytics Market, by Technology, 2023-2028 (USD Million)
Table 116 North America: Agriculture Analytics Market, by End-users, 2017-2022 (USD Million)
Table 117 North America: Agriculture Analytics Market, by End-users, 2023-2028 (USD Million)
Table 118 North America: Agriculture Analytics Market, by Country, 2017-2022 (USD Million)
Table 119 North America: Agriculture Analytics Market, by Country, 2023-2028 (USD Million)
11.2.3 US
11.2.3.1 Increasing Application of Artificial Intelligence in Agriculture
Table 120 US: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 121 US: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 122 US: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 123 US: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.2.4 Canada
11.2.4.1 Growing Research on Predictive Analysis and Machine Learning
Table 124 Canada: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 125 Canada: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 126 Canada: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 127 Canada: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.3 Europe
11.3.1 Europe: Agriculture Analytics Market Drivers
11.3.2 Europe: Impact of Recession
Table 128 Europe: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 129 Europe: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 130 Europe: Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 131 Europe: Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 132 Europe: Agriculture Analytics Market, by Professional Services: 2017-2022 (USD Million)
Table 133 Europe: Agriculture Analytics Market, by Professional Services, 2023-2028 (USD Million)
Table 134 Europe: Agriculture Analytics Market, by Managed Services, 2017-2022 (USD Million)
Table 135 Europe: Agriculture Analytics Market, by Managed Services, 2023-2028 (USD Million)
Table 136 Europe: Agriculture Analytics Market, by Agriculture Type, 2017-2022 (USD Million)
Table 137 Europe: Agriculture Analytics Market, by Agriculture Type, 2023-2028 (USD Million)
Table 138 Europe: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 139 Europe: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
Table 140 Europe: Agriculture Analytics Market, by Technology, 2017-2022 (USD Million)
Table 141 Europe: Agriculture Analytics Market, by Technology, 2023-2028 (USD Million)
Table 142 Europe: Agriculture Analytics Market, by End-users, 2017-2022 (USD Million)
Table 143 Europe: Agriculture Analytics Market, by End-users, 2023-2028 (USD Million)
Table 144 Europe: Agriculture Analytics Market, by Country, 2017-2022 (USD Million)
Table 145 Europe: Agriculture Analytics Market, by Country, 2023-2028 (USD Million)
11.3.3 UK
11.3.3.1 Several Government Initiatives and Laws in Favor of Agriculture Analytics to Boost Market Growth
Table 146 UK: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 147 UK: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 148 UK: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 149 UK: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.3.4 Germany
11.3.4.1 Farming 4.0 and Increased Funding from Established Players to Expand Market Size
Table 150 Germany: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 151 Germany: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 152 Germany: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 153 Germany: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.3.5 France
11.3.5.1 Growing Application of GIS in Agriculture Analytics
Table 154 France: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 155 France: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 156 France: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 157 France: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.3.6 Italy
11.3.6.1 Shift to AI-based Farming to Promote Market Growth
Table 158 Italy: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 159 Italy: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 160 Italy: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 161 Italy: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.3.7 Netherlands
11.3.7.1 Increased Usage of Advanced Agricultural Practices to Favor Market Expansion
Table 162 Netherlands: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 163 Netherlands: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 164 Netherlands: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 165 Netherlands: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.3.8 Rest of Europe
11.4 Asia-Pacific
11.4.1 Asia-Pacific: Agriculture Analytics Market Drivers
11.4.2 Asia-Pacific: Impact of Recession
Figure 42 Asia-Pacific: Market Snapshot
Table 166 Asia-Pacific: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 167 Asia-Pacific: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 168 Asia-Pacific: Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 169 Asia-Pacific: Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 170 Asia-Pacific: Agriculture Analytics Market, by Professional Services: 2017-2022 (USD Million)
Table 171 Asia-Pacific: Agriculture Analytics Market, by Professional Services, 2023-2028 (USD Million)
Table 172 Asia-Pacific: Agriculture Analytics Market, by Managed Services, 2017-2022 (USD Million)
Table 173 Asia-Pacific: Agriculture Analytics Market, by Managed Services, 2023-2028 (USD Million)
Table 174 Asia-Pacific: Agriculture Analytics Market, by Agriculture Type, 2017-2022 (USD Million)
Table 175 Asia-Pacific: Agriculture Analytics Market, by Agriculture Type, 2023-2028 (USD Million)
Table 176 Asia-Pacific: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 177 Asia-Pacific: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
Table 178 Asia-Pacific: Agriculture Analytics Market, by Technology, 2017-2022 (USD Million)
Table 179 Asia-Pacific: Agriculture Analytics Market, by Technology, 2023-2028 (USD Million)
Table 180 Asia-Pacific: Agriculture Analytics Market, by End-users, 2017-2022 (USD Million)
Table 181 Asia-Pacific: Agriculture Analytics Market, by End-users, 2023-2028 (USD Million)
Table 182 Asia-Pacific: Agriculture Analytics Market, by Country, 2017-2022 (USD Million)
Table 183 Asia-Pacific: Agriculture Analytics Market, by Country, 2023-2028 (USD Million)
11.4.3 China
11.4.3.1 Implementation of “Digital Village” to Enhance Market Growth
Table 184 China: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 185 China: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 186 China: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 187 China: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.4.4 Japan
11.4.4.1 Rise of Innovative Technologies and Government Initiatives to Drive Use of Analytics Technologies
Table 188 Japan: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 189 Japan: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 190 Japan: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 191 Japan: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.4.5 India
11.4.5.1 Digital Transformation of Indian Agriculture Sector to Provide Opportunities to AI Technology Providers
Table 192 India: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 193 India: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 194 India: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 195 India: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.4.6 South Korea
11.4.6.1 Increasing Investments in Aquaculture Industry to Create Lucrative Opportunities
Table 196 South Korea: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 197 South Korea: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 198 South Korea: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 199 South Korea: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.4.7 ANZ
11.4.7.1 Growing Adoption of Agriculture Robots in Farming to Strengthen Market
Table 200 ANZ: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 201 ANZ: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 202 ANZ: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 203 ANZ: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.4.8 Rest of Asia-Pacific
11.5 Middle East and Africa
11.5.1 Middle East and Africa: Agriculture Analytics Market Drivers
11.5.2 Middle East and Africa: Impact of Recession
Table 204 Middle East and Africa: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 205 Middle East and Africa: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 206 Middle East and Africa: Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 207 Middle East and Africa: Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 208 Middle East and Africa: Agriculture Analytics Market, by Professional Services: 2017-2022 (USD Million)
Table 209 Middle East and Africa: Agriculture Analytics Market, by Professional Services, 2023-2028 (USD Million)
Table 210 Middle East and Africa: Agriculture Analytics Market, by Managed Services, 2017-2022 (USD Million)
Table 211 Middle East and Africa: Agriculture Analytics Market, by Managed Services, 2023-2028 (USD Million)
Table 212 Middle East and Africa: Agriculture Analytics Market, by Agriculture Type, 2017-2022 (USD Million)
Table 213 Middle East and Africa: Agriculture Analytics Market, by Agriculture Type, 2023-2028 (USD Million)
Table 214 Middle East and Africa: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 215 Middle East and Africa: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
Table 216 Middle East and Africa: Agriculture Analytics Market, by Technology, 2017-2022 (USD Million)
Table 217 Middle East and Africa: Agriculture Analytics Market, by Technology, 2023-2028 (USD Million)
Table 218 Middle East and Africa: Agriculture Analytics Market, by End-users, 2017-2022 (USD Million)
Table 219 Middle East and Africa: Agriculture Analytics Market, by End-users, 2023-2028 (USD Million)
Table 220 Middle East and Africa: Agriculture Analytics Market, by Country, 2017-2022 (USD Million)
Table 221 Middle East and Africa: Agriculture Analytics Market, by Country, 2023-2028 (USD Million)
11.5.3 Saudi Arabia
11.5.3.1 Disburses Subsidies and Grants Interest-Free Loans to Farmers
Table 222 Saudi Arabia: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 223 Saudi Arabia: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 224 Saudi Arabia: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 225 Saudi Arabia: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.5.4 UAE
11.5.4.1 Advancement and Adoption of AI and ML Technologies to Boost Market
Table 226 UAE: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 227 UAE: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 228 UAE: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 229 UAE: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.5.5 Israel
11.5.5.1 Employment of Advanced Analytics Tools to Favor Market Growth
Table 230 Israel: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 231 Israel: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 232 Israel: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 233 Israel: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.5.6 South Africa
11.5.6.1 Government Initiatives to Boost Market
Table 234 South Africa: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 235 South Africa: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 236 South Africa: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 237 South Africa: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.5.7 Rest of Middle East & Africa
11.6 Latin America
11.6.1 Latin America: Agriculture Analytics Market Drivers
11.6.2 Latin America: Impact of Recession
Table 238 Latin America: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 239 Latin America: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 240 Latin America: Agriculture Analytics Market, by Services, 2017-2022 (USD Million)
Table 241 Latin America: Agriculture Analytics Market, by Services, 2023-2028 (USD Million)
Table 242 Latin America: Agriculture Analytics Market, by Professional Services: 2017-2022 (USD Million)
Table 243 Latin America: Agriculture Analytics Market, by Professional Services, 2023-2028 (USD Million)
Table 244 Latin America: Agriculture Analytics Market, by Managed Services, 2017-2022 (USD Million)
Table 245 Latin America: Agriculture Analytics Market, by Managed Services, 2023-2028 (USD Million)
Table 246 Latin America: Agriculture Analytics Market, by Agriculture Type, 2017-2022 (USD Million)
Table 247 Latin America: Agriculture Analytics Market, by Agriculture Type, 2023-2028 (USD Million)
Table 248 Latin America: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 249 Latin America: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
Table 250 Latin America: Agriculture Analytics Market, by Technology, 2017-2022 (USD Million)
Table 251 Latin America: Agriculture Analytics Market, by Technology, 2023-2028 (USD Million)
Table 252 Latin America: Agriculture Analytics Market, by End-users, 2017-2022 (USD Million)
Table 253 Latin America: Agriculture Analytics Market, by End-users, 2023-2028 (USD Million)
Table 254 Latin America: Agriculture Analytics Market, by Country, 2017-2022 (USD Million)
Table 255 Latin America: Agriculture Analytics Market, by Country, 2023-2028 (USD Million)
11.6.3 Brazil
11.6.3.1 Growing Initiatives to Digitize Agriculture Sector to Strengthen Market Expansion
Table 256 Brazil: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 257 Brazil: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 258 Brazil: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 259 Brazil: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.6.4 Mexico
11.6.4.1 Increasing Initiatives to Develop Smart Farming Technologies to Support Market Growth
Table 260 Mexico: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 261 Mexico: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 262 Mexico: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 263 Mexico: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.6.5 Argentina
11.6.5.1 Application of Satellite Imagery, Remote Sensing, and Data Analytics to Augment Market Size
Table 264 Argentina: Agriculture Analytics Market, by Offering, 2017-2022 (USD Million)
Table 265 Argentina: Agriculture Analytics Market, by Offering, 2023-2028 (USD Million)
Table 266 Argentina: Agriculture Analytics Market, by Farm Size, 2017-2022 (USD Million)
Table 267 Argentina: Agriculture Analytics Market, by Farm Size, 2023-2028 (USD Million)
11.6.6 Rest of Latin America
14 Adjacent and Related Markets
14.1 Introduction
14.2 Precision Farming Market - Global Forecast to 2030
14.2.1 Market Definition
14.2.2 Market Segment
14.2.2.1 By Offering
Table 316 Precision Farming Market, by Offering, 2018-2021 (USD Million)
Table 317 Precision Farming Market, by Offering, 2022-2030 (USD Million)
14.2.2.1.1 By Hardware
Table 318 Precision Farming Market, by Hardware, 2018-2021 (USD Million)
Table 319 Precision Farming Market, by Hardware, 2022-2030 (USD Million)
14.2.2.1.2 By Software
Table 320 Software: Precision Farming Market, by Deployment Type, 2018-2021 (USD Million)
Table 321 Software: Precision Farming Market, by Deployment Type, 2022-2030 (USD Million)
14.2.2.1.3 By Service
Table 322 Precision Farming Market for Services, by Service Type, 2018-2021 (USD Million)
Table 323 Precision Farming Market for Services, by Service Type, 2022-2030 (USD Million)
14.2.2.2 By Technology
Table 324 Precision Farming Market, by Technology, 2018-2021 (USD Million)
Table 325 Precision Farming Market, by Technology, 2022-2030 (USD Million)
14.2.2.3 By Application
Table 326 Precision Farming Market, by Application, 2018-2021 (USD Million)
14.2.2.4 By Region
14.2.2.4.1 Introduction
Table 327 Precision Farming Market, by Region, 2018-2021 (USD Million)
Table 328 Precision Farming Market, by Region, 2022-2030 (USD Million)
14.3 AI in Agriculture Market - Global Forecast to 2028
14.3.1 Market Definition
14.3.2 Market Overview
14.3.2.1 By Technology
Table 329 AI in Agriculture Market, by Technology, 2019-2022 (USD Million)
Table 330 AI in Agriculture Market, by Technology, 2023-2028 (USD Million)
14.3.2.2 By Offering
Table 331 AI in Agriculture Market, by Offering, 2019-2022 (USD Million)
Table 332 AI in Agriculture Market, by Offering, 2023-2028 (USD Million)
14.3.2.2.1 By Hardware
Table 333 Hardware: AI in Agriculture Market, by Type, 2019-2022 (USD Million)
Table 334 Hardware: AI in Agriculture Market, by Type, 2023-2028 (USD Million)
14.3.2.2.2 By Software
Table 335 Software: AI in Agriculture Market, by Type, 2019-2022 (USD Million)
Table 336 Software: AI in Agriculture Market, by Type, 2023-2028 (USD Million)
14.3.2.2.3 By Service
Table 337 Service: AI in Agriculture Market, by Type, 2019-2022 (USD Million)
Table 338 Service: AI in Agriculture Market, by Type, 2023-2028 (USD Million)
14.3.2.3 By Application
Table 339 AI in Agriculture Market, by Application, 2019-2022 (USD Million)
Table 340 AI in Agriculture Market, by Application, 2023-2028 (USD Million)
14.3.2.4 By Region
Table 341 AI in Agriculture Market, by Region, 2019-2022 (USD Million)
Table 342 AI in Agriculture Market, by Region, 2023-2028 (USD Million)