
SAMA Operational Group: Andalusian Rice Monitoring Service based on satellite images, IoT, and artificial intelligence
- Type Operational group
- Status In progress
- Execution 2021 -2024
- Assigned Budget 255.800,34 €
- Scope Autonómico
- Autonomous community Andalucía
- Project website GO SAMA
The SAMA project will contribute to meeting the challenge of sustainable agriculture by developing operational services capable of monitoring the condition of rice, facilitating its management for farmers. These crop monitoring and automation systems have a direct impact on the productivity and sustainability of end users, improving crop production and quality and enabling efficient management of natural resources. Another added benefit of monitoring systems is that they reduce the use of environmentally polluting products, such as fertilizers and plant protection products.
From an economic perspective, the project aims to contribute to: Reducing sampling costs by around 20%. Modernizing and using resources more efficiently, saving up to 20% on available treatments, reducing their impact on the soil and the environment. Saving 15% on the cost of fertilizer application by evaluating different types of selective fertilization. Monitoring flooding of plots to optimize water resource management.
The proposed research could be a decisive step in the widespread implementation of this variable-rate agriculture, by providing a diagnostic tool that allows for spatial and temporal knowledge of the crop's water and nitrogen demands. This provides the necessary "intelligence" so that, either through specific variable-rate technology or by adapting current irrigation and fertilization systems, the appropriate amounts of water and nitrogen are applied at the right place and time to obtain optimal yield.
The agro-monitoring system based on IoT (Internet of Things), AI (Artificial Intelligence), BigData and Geospatial Analysis technologies, will integrate data from Earth Observation programs (satellite images) of different resolutions (10, 20 and 250 m) every 5 days and daily in situ data from smart sensors, in a Unified Platform that will provide two monitoring services (downstream service), aimed at FAS (SRD), with large areas of rice fields in the province of Seville and Cádiz, and to the individual rice grower as end users (SLM).
The project has two general objectives:
- Develop a Regional Rice Development Service (RDS) aimed at providing information on the performance of the current campaign, comparing it with previous campaigns, at the FAS level, and at the SIGPAC site level.
- Develop a Local Rice Management Service (SLM) at the SIGPAC plot level, dedicated to characterizing rice flooding, vigor, and chlorophyll and nitrogen content in space and time at the SIGPAC site level. This will allow for better adjustments to flooding, reseeding, fertilization, and pesticide application to optimize yield and improve the sustainability of the marsh and the associated Doñana ecosystem.
The agricultural monitoring system based on IoT (Internet of Things), AI (Artificial Intelligence), BigData and Geospatial Analysis technologies, will integrate data from Earth Observation programs (satellite images) of different resolutions (10, 20 and 250 m) every 5 days and daily in situ data from smart sensors, in a Unified Platform that will provide two monitoring services (downstream service), aimed at FAS (SRD), with large rice fields in the province of Seville and Cadiz, and the individual rice farmer as end users (SLM).
Reducing sampling costs by around 20%. Modernizing and using resources more efficiently, saving up to 20% on available treatments, reducing their impact on the soil and the environment. Saving 15% on fertilizer application costs by evaluating different types of selective fertilization. Monitoring flooding of plots to optimize water resource management.
- Coordinator/entity name: Víctor Rodríguez Galiano
- Postal address: C/Doña María de Padilla, s/n
- Coordinator/entity email: vrodriguez8@us.es
- Telephone: 636501129
- Víctor Rodríguez Galiano
- EMERGYA (mgimenez@emergya.com )
- FAS (eduardo.vera@federaciondearroceros.es )
- CTA (marta.gonzalez@corporaciontecnologica.com)
- BIOQUALIS (info@bioqualis.com)
- Víctor Rodríguez Galiano