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Smart Agriculture Market

Smart Agriculture Market Size, Share & Trends Analysis Report By Agriculture Type (Precision farming, Livestock monitoring, Smart greenhouse, Others), By Offering (Hardware, Software, Services), By Application (Precision farming application, Livestock monitoring application, Smart greenhouse application) and By Region(North America, Europe, APAC, Middle East and Africa, LATAM) Forecasts, 2022-2030

Report Code: SRTE1581DR
Study Period 2018-2030 CAGR 13.5%
Historical Period 2018-2020 Forecast Period 2022-2030
Base Year 2021 Base Year Market Size USD XX Billion
Forecast Year 2030 Forecast Year Market Size USD 54.75 Billion
Largest Market North America Fastest Growing Market Europe
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Market Segmentation

  1. Smart Agriculture Market, By Agriculture Type (2020-2030)
    1. Precision farming
    2. Livestock monitoring
    3. Smart greenhouse
    4. Others
  2. Smart Agriculture Market, By Offering (2020-2030)
    1. Hardware
      1. Automation & control systems
        1. Drones
        2. Application control devices
        3. Guidance system
        4. Remote sensing
        5. Driverless tractors
        6. Mobile devices
        7. VRT
        8. Wireless modules
        9. Milking robots
      2. Sensing devices
        1. Soil sensor
        2. Water sensors
        3. Climate sensors
        4. Others
      3. HVAC system
      4. LED grow light
      5. RFID tags & readers
    2. Software
      1. Web-based
      2. Cloud-based
    3. Services
      1. System integration & consulting
      2. Maintenance & support
      3. Managed services
        1. Data services
        2. Analytics services
        3. Farm operation services
      4. Assisted professional services
        1. Supply chain management services
        2. Climate information services
  3. Smart Agriculture Market, By Application (2020-2030)
    1. Precision farming application
      1. Yield monitoring
        1. On-farm
        2. Off-farm
      2. Field mapping
      3. Crop scouting
      4. Weather tracking & forecasting
      5. Irrigation management
      6. Inventory management
      7. Farm labor management
    2. Livestock monitoring application
      1. Milk harvesting
      2. Breeding management
      3. Feeding management
      4. Animal comfort management
      5. Others
    3. Smart greenhouse application
      1. Water & fertilizer management
      2. HVAC management
      3. Yield monitoring
      4. Others
    1. North America
      1. North America Smart Agriculture Market, By Agriculture Type
        1. Precision farming
          1. Livestock monitoring
            1. Smart greenhouse
              1. Others
              2. North America Smart Agriculture Market, By Offering
                1. Hardware
                  1. Automation & control systems
                    1. Drones
                    2. Application control devices
                    3. Guidance system
                    4. Remote sensing
                    5. Driverless tractors
                    6. Mobile devices
                    7. VRT
                    8. Wireless modules
                    9. Milking robots
                  2. Sensing devices
                    1. Soil sensor
                    2. Water sensors
                    3. Climate sensors
                    4. Others
                  3. HVAC system
                    1. LED grow light
                      1. RFID tags & readers
                      2. Software
                        1. Web-based
                          1. Cloud-based
                          2. Services
                            1. System integration & consulting
                              1. Maintenance & support
                                1. Managed services
                                  1. Data services
                                  2. Analytics services
                                  3. Farm operation services
                                2. Assisted professional services
                                  1. Supply chain management services
                                  2. Climate information services
                            2. North America Smart Agriculture Market, By Application
                              1. Precision farming application
                                1. Yield monitoring
                                  1. On-farm
                                  2. Off-farm
                                2. Field mapping
                                  1. Crop scouting
                                    1. Weather tracking & forecasting
                                      1. Irrigation management
                                        1. Inventory management
                                          1. Farm labor management
                                          2. Livestock monitoring application
                                            1. Milk harvesting
                                              1. Breeding management
                                                1. Feeding management
                                                  1. Animal comfort management
                                                    1. Others
                                                    2. Smart greenhouse application
                                                      1. Water & fertilizer management
                                                        1. HVAC management
                                                          1. Yield monitoring
                                                            1. Others
                                                          2. U.S.
                                                            1. U.S. Smart Agriculture Market, By Agriculture Type
                                                              1. Precision farming
                                                                1. Livestock monitoring
                                                                  1. Smart greenhouse
                                                                    1. Others
                                                                    2. U.S. Smart Agriculture Market, By Offering
                                                                      1. Hardware
                                                                        1. Automation & control systems
                                                                          1. Drones
                                                                          2. Application control devices
                                                                          3. Guidance system
                                                                          4. Remote sensing
                                                                          5. Driverless tractors
                                                                          6. Mobile devices
                                                                          7. VRT
                                                                          8. Wireless modules
                                                                          9. Milking robots
                                                                        2. Sensing devices
                                                                          1. Soil sensor
                                                                          2. Water sensors
                                                                          3. Climate sensors
                                                                          4. Others
                                                                        3. HVAC system
                                                                          1. LED grow light
                                                                            1. RFID tags & readers
                                                                            2. Software
                                                                              1. Web-based
                                                                                1. Cloud-based
                                                                                2. Services
                                                                                  1. System integration & consulting
                                                                                    1. Maintenance & support
                                                                                      1. Managed services
                                                                                        1. Data services
                                                                                        2. Analytics services
                                                                                        3. Farm operation services
                                                                                      2. Assisted professional services
                                                                                        1. Supply chain management services
                                                                                        2. Climate information services
                                                                                  2. U.S. Smart Agriculture Market, By Application
                                                                                    1. Precision farming application
                                                                                      1. Yield monitoring
                                                                                        1. On-farm
                                                                                        2. Off-farm
                                                                                      2. Field mapping
                                                                                        1. Crop scouting
                                                                                          1. Weather tracking & forecasting
                                                                                            1. Irrigation management
                                                                                              1. Inventory management
                                                                                                1. Farm labor management
                                                                                                2. Livestock monitoring application
                                                                                                  1. Milk harvesting
                                                                                                    1. Breeding management
                                                                                                      1. Feeding management
                                                                                                        1. Animal comfort management
                                                                                                          1. Others
                                                                                                          2. Smart greenhouse application
                                                                                                            1. Water & fertilizer management
                                                                                                              1. HVAC management
                                                                                                                1. Yield monitoring
                                                                                                                  1. Others
                                                                                                              2. Canada
                                                                                                            2. Europe
                                                                                                              1. Europe Smart Agriculture Market, By Agriculture Type
                                                                                                                1. Precision farming
                                                                                                                  1. Livestock monitoring
                                                                                                                    1. Smart greenhouse
                                                                                                                      1. Others
                                                                                                                      2. Europe Smart Agriculture Market, By Offering
                                                                                                                        1. Hardware
                                                                                                                          1. Automation & control systems
                                                                                                                            1. Drones
                                                                                                                            2. Application control devices
                                                                                                                            3. Guidance system
                                                                                                                            4. Remote sensing
                                                                                                                            5. Driverless tractors
                                                                                                                            6. Mobile devices
                                                                                                                            7. VRT
                                                                                                                            8. Wireless modules
                                                                                                                            9. Milking robots
                                                                                                                          2. Sensing devices
                                                                                                                            1. Soil sensor
                                                                                                                            2. Water sensors
                                                                                                                            3. Climate sensors
                                                                                                                            4. Others
                                                                                                                          3. HVAC system
                                                                                                                            1. LED grow light
                                                                                                                              1. RFID tags & readers
                                                                                                                              2. Software
                                                                                                                                1. Web-based
                                                                                                                                  1. Cloud-based
                                                                                                                                  2. Services
                                                                                                                                    1. System integration & consulting
                                                                                                                                      1. Maintenance & support
                                                                                                                                        1. Managed services
                                                                                                                                          1. Data services
                                                                                                                                          2. Analytics services
                                                                                                                                          3. Farm operation services
                                                                                                                                        2. Assisted professional services
                                                                                                                                          1. Supply chain management services
                                                                                                                                          2. Climate information services
                                                                                                                                    2. Europe Smart Agriculture Market, By Application
                                                                                                                                      1. Precision farming application
                                                                                                                                        1. Yield monitoring
                                                                                                                                          1. On-farm
                                                                                                                                          2. Off-farm
                                                                                                                                        2. Field mapping
                                                                                                                                          1. Crop scouting
                                                                                                                                            1. Weather tracking & forecasting
                                                                                                                                              1. Irrigation management
                                                                                                                                                1. Inventory management
                                                                                                                                                  1. Farm labor management
                                                                                                                                                  2. Livestock monitoring application
                                                                                                                                                    1. Milk harvesting
                                                                                                                                                      1. Breeding management
                                                                                                                                                        1. Feeding management
                                                                                                                                                          1. Animal comfort management
                                                                                                                                                            1. Others
                                                                                                                                                            2. Smart greenhouse application
                                                                                                                                                              1. Water & fertilizer management
                                                                                                                                                                1. HVAC management
                                                                                                                                                                  1. Yield monitoring
                                                                                                                                                                    1. Others
                                                                                                                                                                  2. U.K.
                                                                                                                                                                    1. U.K. Smart Agriculture Market, By Agriculture Type
                                                                                                                                                                      1. Precision farming
                                                                                                                                                                        1. Livestock monitoring
                                                                                                                                                                          1. Smart greenhouse
                                                                                                                                                                            1. Others
                                                                                                                                                                            2. U.K. Smart Agriculture Market, By Offering
                                                                                                                                                                              1. Hardware
                                                                                                                                                                                1. Automation & control systems
                                                                                                                                                                                  1. Drones
                                                                                                                                                                                  2. Application control devices
                                                                                                                                                                                  3. Guidance system
                                                                                                                                                                                  4. Remote sensing
                                                                                                                                                                                  5. Driverless tractors
                                                                                                                                                                                  6. Mobile devices
                                                                                                                                                                                  7. VRT
                                                                                                                                                                                  8. Wireless modules
                                                                                                                                                                                  9. Milking robots
                                                                                                                                                                                2. Sensing devices
                                                                                                                                                                                  1. Soil sensor
                                                                                                                                                                                  2. Water sensors
                                                                                                                                                                                  3. Climate sensors
                                                                                                                                                                                  4. Others
                                                                                                                                                                                3. HVAC system
                                                                                                                                                                                  1. LED grow light
                                                                                                                                                                                    1. RFID tags & readers
                                                                                                                                                                                    2. Software
                                                                                                                                                                                      1. Web-based
                                                                                                                                                                                        1. Cloud-based
                                                                                                                                                                                        2. Services
                                                                                                                                                                                          1. System integration & consulting
                                                                                                                                                                                            1. Maintenance & support
                                                                                                                                                                                              1. Managed services
                                                                                                                                                                                                1. Data services
                                                                                                                                                                                                2. Analytics services
                                                                                                                                                                                                3. Farm operation services
                                                                                                                                                                                              2. Assisted professional services
                                                                                                                                                                                                1. Supply chain management services
                                                                                                                                                                                                2. Climate information services
                                                                                                                                                                                          2. U.K. Smart Agriculture Market, By Application
                                                                                                                                                                                            1. Precision farming application
                                                                                                                                                                                              1. Yield monitoring
                                                                                                                                                                                                1. On-farm
                                                                                                                                                                                                2. Off-farm
                                                                                                                                                                                              2. Field mapping
                                                                                                                                                                                                1. Crop scouting
                                                                                                                                                                                                  1. Weather tracking & forecasting
                                                                                                                                                                                                    1. Irrigation management
                                                                                                                                                                                                      1. Inventory management
                                                                                                                                                                                                        1. Farm labor management
                                                                                                                                                                                                        2. Livestock monitoring application
                                                                                                                                                                                                          1. Milk harvesting
                                                                                                                                                                                                            1. Breeding management
                                                                                                                                                                                                              1. Feeding management
                                                                                                                                                                                                                1. Animal comfort management
                                                                                                                                                                                                                  1. Others
                                                                                                                                                                                                                  2. Smart greenhouse application
                                                                                                                                                                                                                    1. Water & fertilizer management
                                                                                                                                                                                                                      1. HVAC management
                                                                                                                                                                                                                        1. Yield monitoring
                                                                                                                                                                                                                          1. Others
                                                                                                                                                                                                                      2. Germany
                                                                                                                                                                                                                      3. France
                                                                                                                                                                                                                      4. Spain
                                                                                                                                                                                                                      5. Italy
                                                                                                                                                                                                                      6. Russia
                                                                                                                                                                                                                      7. Nordic
                                                                                                                                                                                                                      8. Benelux
                                                                                                                                                                                                                      9. Rest of Europe
                                                                                                                                                                                                                    2. APAC
                                                                                                                                                                                                                      1. APAC Smart Agriculture Market, By Agriculture Type
                                                                                                                                                                                                                        1. Precision farming
                                                                                                                                                                                                                          1. Livestock monitoring
                                                                                                                                                                                                                            1. Smart greenhouse
                                                                                                                                                                                                                              1. Others
                                                                                                                                                                                                                              2. APAC Smart Agriculture Market, By Offering
                                                                                                                                                                                                                                1. Hardware
                                                                                                                                                                                                                                  1. Automation & control systems
                                                                                                                                                                                                                                    1. Drones
                                                                                                                                                                                                                                    2. Application control devices
                                                                                                                                                                                                                                    3. Guidance system
                                                                                                                                                                                                                                    4. Remote sensing
                                                                                                                                                                                                                                    5. Driverless tractors
                                                                                                                                                                                                                                    6. Mobile devices
                                                                                                                                                                                                                                    7. VRT
                                                                                                                                                                                                                                    8. Wireless modules
                                                                                                                                                                                                                                    9. Milking robots
                                                                                                                                                                                                                                  2. Sensing devices
                                                                                                                                                                                                                                    1. Soil sensor
                                                                                                                                                                                                                                    2. Water sensors
                                                                                                                                                                                                                                    3. Climate sensors
                                                                                                                                                                                                                                    4. Others
                                                                                                                                                                                                                                  3. HVAC system
                                                                                                                                                                                                                                    1. LED grow light
                                                                                                                                                                                                                                      1. RFID tags & readers
                                                                                                                                                                                                                                      2. Software
                                                                                                                                                                                                                                        1. Web-based
                                                                                                                                                                                                                                          1. Cloud-based
                                                                                                                                                                                                                                          2. Services
                                                                                                                                                                                                                                            1. System integration & consulting
                                                                                                                                                                                                                                              1. Maintenance & support
                                                                                                                                                                                                                                                1. Managed services
                                                                                                                                                                                                                                                  1. Data services
                                                                                                                                                                                                                                                  2. Analytics services
                                                                                                                                                                                                                                                  3. Farm operation services
                                                                                                                                                                                                                                                2. Assisted professional services
                                                                                                                                                                                                                                                  1. Supply chain management services
                                                                                                                                                                                                                                                  2. Climate information services
                                                                                                                                                                                                                                            2. APAC Smart Agriculture Market, By Application
                                                                                                                                                                                                                                              1. Precision farming application
                                                                                                                                                                                                                                                1. Yield monitoring
                                                                                                                                                                                                                                                  1. On-farm
                                                                                                                                                                                                                                                  2. Off-farm
                                                                                                                                                                                                                                                2. Field mapping
                                                                                                                                                                                                                                                  1. Crop scouting
                                                                                                                                                                                                                                                    1. Weather tracking & forecasting
                                                                                                                                                                                                                                                      1. Irrigation management
                                                                                                                                                                                                                                                        1. Inventory management
                                                                                                                                                                                                                                                          1. Farm labor management
                                                                                                                                                                                                                                                          2. Livestock monitoring application
                                                                                                                                                                                                                                                            1. Milk harvesting
                                                                                                                                                                                                                                                              1. Breeding management
                                                                                                                                                                                                                                                                1. Feeding management
                                                                                                                                                                                                                                                                  1. Animal comfort management
                                                                                                                                                                                                                                                                    1. Others
                                                                                                                                                                                                                                                                    2. Smart greenhouse application
                                                                                                                                                                                                                                                                      1. Water & fertilizer management
                                                                                                                                                                                                                                                                        1. HVAC management
                                                                                                                                                                                                                                                                          1. Yield monitoring
                                                                                                                                                                                                                                                                            1. Others
                                                                                                                                                                                                                                                                          2. China
                                                                                                                                                                                                                                                                            1. China Smart Agriculture Market, By Agriculture Type
                                                                                                                                                                                                                                                                              1. Precision farming
                                                                                                                                                                                                                                                                                1. Livestock monitoring
                                                                                                                                                                                                                                                                                  1. Smart greenhouse
                                                                                                                                                                                                                                                                                    1. Others
                                                                                                                                                                                                                                                                                    2. China Smart Agriculture Market, By Offering
                                                                                                                                                                                                                                                                                      1. Hardware
                                                                                                                                                                                                                                                                                        1. Automation & control systems
                                                                                                                                                                                                                                                                                          1. Drones
                                                                                                                                                                                                                                                                                          2. Application control devices
                                                                                                                                                                                                                                                                                          3. Guidance system
                                                                                                                                                                                                                                                                                          4. Remote sensing
                                                                                                                                                                                                                                                                                          5. Driverless tractors
                                                                                                                                                                                                                                                                                          6. Mobile devices
                                                                                                                                                                                                                                                                                          7. VRT
                                                                                                                                                                                                                                                                                          8. Wireless modules
                                                                                                                                                                                                                                                                                          9. Milking robots
                                                                                                                                                                                                                                                                                        2. Sensing devices
                                                                                                                                                                                                                                                                                          1. Soil sensor
                                                                                                                                                                                                                                                                                          2. Water sensors
                                                                                                                                                                                                                                                                                          3. Climate sensors
                                                                                                                                                                                                                                                                                          4. Others
                                                                                                                                                                                                                                                                                        3. HVAC system
                                                                                                                                                                                                                                                                                          1. LED grow light
                                                                                                                                                                                                                                                                                            1. RFID tags & readers
                                                                                                                                                                                                                                                                                            2. Software
                                                                                                                                                                                                                                                                                              1. Web-based
                                                                                                                                                                                                                                                                                                1. Cloud-based
                                                                                                                                                                                                                                                                                                2. Services
                                                                                                                                                                                                                                                                                                  1. System integration & consulting
                                                                                                                                                                                                                                                                                                    1. Maintenance & support
                                                                                                                                                                                                                                                                                                      1. Managed services
                                                                                                                                                                                                                                                                                                        1. Data services
                                                                                                                                                                                                                                                                                                        2. Analytics services
                                                                                                                                                                                                                                                                                                        3. Farm operation services
                                                                                                                                                                                                                                                                                                      2. Assisted professional services
                                                                                                                                                                                                                                                                                                        1. Supply chain management services
                                                                                                                                                                                                                                                                                                        2. Climate information services
                                                                                                                                                                                                                                                                                                  2. China Smart Agriculture Market, By Application
                                                                                                                                                                                                                                                                                                    1. Precision farming application
                                                                                                                                                                                                                                                                                                      1. Yield monitoring
                                                                                                                                                                                                                                                                                                        1. On-farm
                                                                                                                                                                                                                                                                                                        2. Off-farm
                                                                                                                                                                                                                                                                                                      2. Field mapping
                                                                                                                                                                                                                                                                                                        1. Crop scouting
                                                                                                                                                                                                                                                                                                          1. Weather tracking & forecasting
                                                                                                                                                                                                                                                                                                            1. Irrigation management
                                                                                                                                                                                                                                                                                                              1. Inventory management
                                                                                                                                                                                                                                                                                                                1. Farm labor management
                                                                                                                                                                                                                                                                                                                2. Livestock monitoring application
                                                                                                                                                                                                                                                                                                                  1. Milk harvesting
                                                                                                                                                                                                                                                                                                                    1. Breeding management
                                                                                                                                                                                                                                                                                                                      1. Feeding management
                                                                                                                                                                                                                                                                                                                        1. Animal comfort management
                                                                                                                                                                                                                                                                                                                          1. Others
                                                                                                                                                                                                                                                                                                                          2. Smart greenhouse application
                                                                                                                                                                                                                                                                                                                            1. Water & fertilizer management
                                                                                                                                                                                                                                                                                                                              1. HVAC management
                                                                                                                                                                                                                                                                                                                                1. Yield monitoring
                                                                                                                                                                                                                                                                                                                                  1. Others
                                                                                                                                                                                                                                                                                                                              2. Korea
                                                                                                                                                                                                                                                                                                                              3. Japan
                                                                                                                                                                                                                                                                                                                              4. India
                                                                                                                                                                                                                                                                                                                              5. Australia
                                                                                                                                                                                                                                                                                                                              6. Taiwan
                                                                                                                                                                                                                                                                                                                              7. South East Asia
                                                                                                                                                                                                                                                                                                                              8. Rest of Asia-Pacific
                                                                                                                                                                                                                                                                                                                            2. Middle East and Africa
                                                                                                                                                                                                                                                                                                                              1. Middle East and Africa Smart Agriculture Market, By Agriculture Type
                                                                                                                                                                                                                                                                                                                                1. Precision farming
                                                                                                                                                                                                                                                                                                                                  1. Livestock monitoring
                                                                                                                                                                                                                                                                                                                                    1. Smart greenhouse
                                                                                                                                                                                                                                                                                                                                      1. Others
                                                                                                                                                                                                                                                                                                                                      2. Middle East and Africa Smart Agriculture Market, By Offering
                                                                                                                                                                                                                                                                                                                                        1. Hardware
                                                                                                                                                                                                                                                                                                                                          1. Automation & control systems
                                                                                                                                                                                                                                                                                                                                            1. Drones
                                                                                                                                                                                                                                                                                                                                            2. Application control devices
                                                                                                                                                                                                                                                                                                                                            3. Guidance system
                                                                                                                                                                                                                                                                                                                                            4. Remote sensing
                                                                                                                                                                                                                                                                                                                                            5. Driverless tractors
                                                                                                                                                                                                                                                                                                                                            6. Mobile devices
                                                                                                                                                                                                                                                                                                                                            7. VRT
                                                                                                                                                                                                                                                                                                                                            8. Wireless modules
                                                                                                                                                                                                                                                                                                                                            9. Milking robots
                                                                                                                                                                                                                                                                                                                                          2. Sensing devices
                                                                                                                                                                                                                                                                                                                                            1. Soil sensor
                                                                                                                                                                                                                                                                                                                                            2. Water sensors
                                                                                                                                                                                                                                                                                                                                            3. Climate sensors
                                                                                                                                                                                                                                                                                                                                            4. Others
                                                                                                                                                                                                                                                                                                                                          3. HVAC system
                                                                                                                                                                                                                                                                                                                                            1. LED grow light
                                                                                                                                                                                                                                                                                                                                              1. RFID tags & readers
                                                                                                                                                                                                                                                                                                                                              2. Software
                                                                                                                                                                                                                                                                                                                                                1. Web-based
                                                                                                                                                                                                                                                                                                                                                  1. Cloud-based
                                                                                                                                                                                                                                                                                                                                                  2. Services
                                                                                                                                                                                                                                                                                                                                                    1. System integration & consulting
                                                                                                                                                                                                                                                                                                                                                      1. Maintenance & support
                                                                                                                                                                                                                                                                                                                                                        1. Managed services
                                                                                                                                                                                                                                                                                                                                                          1. Data services
                                                                                                                                                                                                                                                                                                                                                          2. Analytics services
                                                                                                                                                                                                                                                                                                                                                          3. Farm operation services
                                                                                                                                                                                                                                                                                                                                                        2. Assisted professional services
                                                                                                                                                                                                                                                                                                                                                          1. Supply chain management services
                                                                                                                                                                                                                                                                                                                                                          2. Climate information services
                                                                                                                                                                                                                                                                                                                                                    2. Middle East and Africa Smart Agriculture Market, By Application
                                                                                                                                                                                                                                                                                                                                                      1. Precision farming application
                                                                                                                                                                                                                                                                                                                                                        1. Yield monitoring
                                                                                                                                                                                                                                                                                                                                                          1. On-farm
                                                                                                                                                                                                                                                                                                                                                          2. Off-farm
                                                                                                                                                                                                                                                                                                                                                        2. Field mapping
                                                                                                                                                                                                                                                                                                                                                          1. Crop scouting
                                                                                                                                                                                                                                                                                                                                                            1. Weather tracking & forecasting
                                                                                                                                                                                                                                                                                                                                                              1. Irrigation management
                                                                                                                                                                                                                                                                                                                                                                1. Inventory management
                                                                                                                                                                                                                                                                                                                                                                  1. Farm labor management
                                                                                                                                                                                                                                                                                                                                                                  2. Livestock monitoring application
                                                                                                                                                                                                                                                                                                                                                                    1. Milk harvesting
                                                                                                                                                                                                                                                                                                                                                                      1. Breeding management
                                                                                                                                                                                                                                                                                                                                                                        1. Feeding management
                                                                                                                                                                                                                                                                                                                                                                          1. Animal comfort management
                                                                                                                                                                                                                                                                                                                                                                            1. Others
                                                                                                                                                                                                                                                                                                                                                                            2. Smart greenhouse application
                                                                                                                                                                                                                                                                                                                                                                              1. Water & fertilizer management
                                                                                                                                                                                                                                                                                                                                                                                1. HVAC management
                                                                                                                                                                                                                                                                                                                                                                                  1. Yield monitoring
                                                                                                                                                                                                                                                                                                                                                                                    1. Others
                                                                                                                                                                                                                                                                                                                                                                                  2. UAE
                                                                                                                                                                                                                                                                                                                                                                                    1. UAE Smart Agriculture Market, By Agriculture Type
                                                                                                                                                                                                                                                                                                                                                                                      1. Precision farming
                                                                                                                                                                                                                                                                                                                                                                                        1. Livestock monitoring
                                                                                                                                                                                                                                                                                                                                                                                          1. Smart greenhouse
                                                                                                                                                                                                                                                                                                                                                                                            1. Others
                                                                                                                                                                                                                                                                                                                                                                                            2. UAE Smart Agriculture Market, By Offering
                                                                                                                                                                                                                                                                                                                                                                                              1. Hardware
                                                                                                                                                                                                                                                                                                                                                                                                1. Automation & control systems
                                                                                                                                                                                                                                                                                                                                                                                                  1. Drones
                                                                                                                                                                                                                                                                                                                                                                                                  2. Application control devices
                                                                                                                                                                                                                                                                                                                                                                                                  3. Guidance system
                                                                                                                                                                                                                                                                                                                                                                                                  4. Remote sensing
                                                                                                                                                                                                                                                                                                                                                                                                  5. Driverless tractors
                                                                                                                                                                                                                                                                                                                                                                                                  6. Mobile devices
                                                                                                                                                                                                                                                                                                                                                                                                  7. VRT
                                                                                                                                                                                                                                                                                                                                                                                                  8. Wireless modules
                                                                                                                                                                                                                                                                                                                                                                                                  9. Milking robots
                                                                                                                                                                                                                                                                                                                                                                                                2. Sensing devices
                                                                                                                                                                                                                                                                                                                                                                                                  1. Soil sensor
                                                                                                                                                                                                                                                                                                                                                                                                  2. Water sensors
                                                                                                                                                                                                                                                                                                                                                                                                  3. Climate sensors
                                                                                                                                                                                                                                                                                                                                                                                                  4. Others
                                                                                                                                                                                                                                                                                                                                                                                                3. HVAC system
                                                                                                                                                                                                                                                                                                                                                                                                  1. LED grow light
                                                                                                                                                                                                                                                                                                                                                                                                    1. RFID tags & readers
                                                                                                                                                                                                                                                                                                                                                                                                    2. Software
                                                                                                                                                                                                                                                                                                                                                                                                      1. Web-based
                                                                                                                                                                                                                                                                                                                                                                                                        1. Cloud-based
                                                                                                                                                                                                                                                                                                                                                                                                        2. Services
                                                                                                                                                                                                                                                                                                                                                                                                          1. System integration & consulting
                                                                                                                                                                                                                                                                                                                                                                                                            1. Maintenance & support
                                                                                                                                                                                                                                                                                                                                                                                                              1. Managed services
                                                                                                                                                                                                                                                                                                                                                                                                                1. Data services
                                                                                                                                                                                                                                                                                                                                                                                                                2. Analytics services
                                                                                                                                                                                                                                                                                                                                                                                                                3. Farm operation services
                                                                                                                                                                                                                                                                                                                                                                                                              2. Assisted professional services
                                                                                                                                                                                                                                                                                                                                                                                                                1. Supply chain management services
                                                                                                                                                                                                                                                                                                                                                                                                                2. Climate information services
                                                                                                                                                                                                                                                                                                                                                                                                          2. UAE Smart Agriculture Market, By Application
                                                                                                                                                                                                                                                                                                                                                                                                            1. Precision farming application
                                                                                                                                                                                                                                                                                                                                                                                                              1. Yield monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                1. On-farm
                                                                                                                                                                                                                                                                                                                                                                                                                2. Off-farm
                                                                                                                                                                                                                                                                                                                                                                                                              2. Field mapping
                                                                                                                                                                                                                                                                                                                                                                                                                1. Crop scouting
                                                                                                                                                                                                                                                                                                                                                                                                                  1. Weather tracking & forecasting
                                                                                                                                                                                                                                                                                                                                                                                                                    1. Irrigation management
                                                                                                                                                                                                                                                                                                                                                                                                                      1. Inventory management
                                                                                                                                                                                                                                                                                                                                                                                                                        1. Farm labor management
                                                                                                                                                                                                                                                                                                                                                                                                                        2. Livestock monitoring application
                                                                                                                                                                                                                                                                                                                                                                                                                          1. Milk harvesting
                                                                                                                                                                                                                                                                                                                                                                                                                            1. Breeding management
                                                                                                                                                                                                                                                                                                                                                                                                                              1. Feeding management
                                                                                                                                                                                                                                                                                                                                                                                                                                1. Animal comfort management
                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                  2. Smart greenhouse application
                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Water & fertilizer management
                                                                                                                                                                                                                                                                                                                                                                                                                                      1. HVAC management
                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Yield monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                      2. Turkey
                                                                                                                                                                                                                                                                                                                                                                                                                                      3. Saudi Arabia
                                                                                                                                                                                                                                                                                                                                                                                                                                      4. South Africa
                                                                                                                                                                                                                                                                                                                                                                                                                                      5. Egypt
                                                                                                                                                                                                                                                                                                                                                                                                                                      6. Nigeria
                                                                                                                                                                                                                                                                                                                                                                                                                                      7. Rest of MEA
                                                                                                                                                                                                                                                                                                                                                                                                                                    2. LATAM
                                                                                                                                                                                                                                                                                                                                                                                                                                      1. LATAM Smart Agriculture Market, By Agriculture Type
                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Precision farming
                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Livestock monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Smart greenhouse
                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                              2. LATAM Smart Agriculture Market, By Offering
                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Hardware
                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Automation & control systems
                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Drones
                                                                                                                                                                                                                                                                                                                                                                                                                                                    2. Application control devices
                                                                                                                                                                                                                                                                                                                                                                                                                                                    3. Guidance system
                                                                                                                                                                                                                                                                                                                                                                                                                                                    4. Remote sensing
                                                                                                                                                                                                                                                                                                                                                                                                                                                    5. Driverless tractors
                                                                                                                                                                                                                                                                                                                                                                                                                                                    6. Mobile devices
                                                                                                                                                                                                                                                                                                                                                                                                                                                    7. VRT
                                                                                                                                                                                                                                                                                                                                                                                                                                                    8. Wireless modules
                                                                                                                                                                                                                                                                                                                                                                                                                                                    9. Milking robots
                                                                                                                                                                                                                                                                                                                                                                                                                                                  2. Sensing devices
                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Soil sensor
                                                                                                                                                                                                                                                                                                                                                                                                                                                    2. Water sensors
                                                                                                                                                                                                                                                                                                                                                                                                                                                    3. Climate sensors
                                                                                                                                                                                                                                                                                                                                                                                                                                                    4. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                  3. HVAC system
                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. LED grow light
                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. RFID tags & readers
                                                                                                                                                                                                                                                                                                                                                                                                                                                      2. Software
                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Web-based
                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Cloud-based
                                                                                                                                                                                                                                                                                                                                                                                                                                                          2. Services
                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. System integration & consulting
                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Maintenance & support
                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Managed services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Data services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                  2. Analytics services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                  3. Farm operation services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                2. Assisted professional services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Supply chain management services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                  2. Climate information services
                                                                                                                                                                                                                                                                                                                                                                                                                                                            2. LATAM Smart Agriculture Market, By Application
                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Precision farming application
                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Yield monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. On-farm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                  2. Off-farm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                2. Field mapping
                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Crop scouting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Weather tracking & forecasting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Irrigation management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Inventory management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Farm labor management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                          2. Livestock monitoring application
                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Milk harvesting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Breeding management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Feeding management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Animal comfort management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    2. Smart greenhouse application
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Water & fertilizer management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. HVAC management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Yield monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          2. Brazil
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Brazil Smart Agriculture Market, By Agriculture Type
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Precision farming
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Livestock monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Smart greenhouse
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    2. Brazil Smart Agriculture Market, By Offering
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Hardware
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Automation & control systems
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Drones
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          2. Application control devices
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          3. Guidance system
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          4. Remote sensing
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          5. Driverless tractors
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          6. Mobile devices
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          7. VRT
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          8. Wireless modules
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          9. Milking robots
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        2. Sensing devices
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Soil sensor
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          2. Water sensors
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          3. Climate sensors
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          4. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        3. HVAC system
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. LED grow light
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. RFID tags & readers
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            2. Software
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Web-based
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Cloud-based
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                2. Services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. System integration & consulting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Maintenance & support
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Managed services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Data services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        2. Analytics services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        3. Farm operation services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      2. Assisted professional services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Supply chain management services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        2. Climate information services
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  2. Brazil Smart Agriculture Market, By Application
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Precision farming application
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Yield monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. On-farm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        2. Off-farm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      2. Field mapping
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Crop scouting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Weather tracking & forecasting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Irrigation management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. Inventory management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Farm labor management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                2. Livestock monitoring application
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Milk harvesting
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    1. Breeding management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1. Feeding management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        1. Animal comfort management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          2. Smart greenhouse application
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            1. Water & fertilizer management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              1. HVAC management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Yield monitoring
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              2. Mexico
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              3. Argentina
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              4. Chile
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              5. Colombia
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              6. Rest of LATAM

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