Precision crop management
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This document summarizes an agricultural precision management tool that combines IoT ground data and satellite imagery to provide near real-time crop monitoring and intelligent nitrogen and water application maps. The tool includes a crop monitoring dashboard displaying daily maps of crop status, soil, and weather conditions. It also includes a water and nitrogen manager that generates application maps and schedules for variable rate application based on monitoring data. These products are aimed at helping farmers detect issues earlier, save inputs and time, and improve yields through optimized management.
Precision crop management
- 1. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement №731884 High precision crop maps & management tool for advanced plant growth & health UC1.2. PRECISION CROP MANAGEMENT Coordinators: Benoît De Solan
- 2. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement №731884 FARM ASSET PRODUCTION FARM PRODUCTION PROCESSING INDUSTRY TRANSPORT RETAILER & END-CONSUMER The Value Chain WATER & NITROGEN MANAGER CROP MONITORING DASHBOARD Here is for whom we are developing our services
- 3. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement №731884 To combine IOT ground data and satellite images to provide maps of biophysical variables on near real time and build a meaningful dashboard. Major Challenge Here is what we aim to improve (KPIs) Earlier detection for better actions High Resolution Maps – IOT data are available for real time monitoring through a user interface. Realtime Monitoring – IOT + Satellite data are generated as an input for services in near real time. Saving time Core Product Features Crop Monitoring Dashboard Customer & Provider Profession dashboard providing daily map of the crop status, soil and meteorological conditions. High precision crop maps for advanced plant growth & health Farmers These values derive from comparison of a standard farm’s performance prior to the installation of our system and after. Product Factsheet Describe your product and showcase its core benefits 500 € / system / year Service providers
- 4. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement №731884 Data management is a major challenge, to combine monitoring data with farmers practices, crop models and decision rules. Major Challenge Here is what we aim to improve (KPIs) Saving nitrogen Smart Scheduling – Maps for nitrogen management and time schedule for irrigation. Machine Automation – Application maps and time schedule for nitrogen and water management, based on IOT + satellite data. Saving water Core Product Features Water & Nitrogen Manager Customer & Provider Intelligent water and nitrogen application management by digital task maps for machine automation. Application maps for nitrogen and water for in season crop management These values derive from comparison of a standard farm’s performance prior to the installation of our system and after. Product Factsheet Describe your product and showcase its core benefits Farmers 20 € / system / ha Cooperatives 15 € / ha Better yield and quality +5% - 5% - 10%
- 5. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement №731884 IOT + SENTINEL2: high standard data acquisition systems CROP MONITORING DASHBOARD WATER & NITROGEN MANAGER Product Impressions High spatio-temporal monitoring dashboard
- 6. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement №731884 Here is the difference Better planning Saving of inputs Without our Product or Service With our Product or Service Farmer’s visual monitoring Low frequency of visit Time consuming Crop Monitoring Dashboard Daily measures are available for the fields. It enables early detection of problems Target User – Medium to large size farms (> 80 ha) Farmer’s decision Nitrogen and water management are decided using standard tools Farmer’s application Nitrogen and water are done uniformly in the field Water & Nitrogen Manager Farmer keeps high level of performance despite changing climate conditions. Farmer’s application map Farmer uses an application map for variable rate application. Farmer User Story Explain to your audience how your solution improves their activities Time saving Early detection
- 7. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement №731884 Here is the difference Time saving Cost optimization Large scale monitoring Without our Product or Service With our Product or Service Satellite and manual acquisition Timing of data acquisition is not regular, satellite alone provide a part the information Crop Monitoring Dashboard High spatial and temporal resolution monitoring of the whole collecting area Cooperative / Agri-business company Forecasting the business Estimation of harvest is done based on the climate only No analysis at large scale Forecasting the business Better forecast of harvest using crop monitoring observations Analytics for improvement Big data analysis of datasets to identify factors of success. Cooperative User Story Explain to your audience how your solution improves their activities Large scale monitoring
- 8. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement №731884 MVP Time Plan Please provide us with a plan of your MVP features and main KPIs by time Jun 2019 • Final version of certification tool Apr 2018 • 1st Version of crop dashboard • Growth stage • 1st of decision support based on localized data Feb 2019 • Real time nitrogen decision support tool • Real time irrigation decision support tool Oct 2018 • Combination between IOT and satellite • 2nd Version of Crop Dashboard • Visuali 2nd MVP 3rd MVP 4th MVP1st MVP All descriptions above are purely imaginary and only an example.