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AI to detect soil water response
May 8, 202408/05/2024
The innovation and research laboratory of the Barcelona Faculty of Computer Science (inLab FIB) at the Universitat Politècnica de Catalunya - BarcelonaTech (UPC) collaborated with ModpoW, a company specialised in wireless technologies, sensors and general electronics, to create a solution that optimises water and fertilizer usage in agriculture. This solution, which can potentially save over 30% of annual water and fertilizer consumption, monitors underground water data to draw up an irrigation recommendation for farmers, according to the real-time conditions of each plot.
To achieve this, inLab FIB developed a machine learning model that can detect the phases that occur naturally and at various depths when a field is irrigated. These phases are identified using data obtained from soil water content sensors installed by ModpoW at various depths in the fields.
The project was developed in 2023.

Related Projects
- The Visualisation, Virtual Reality and Graphic Interaction Research Group (ViRVIG) at the Universitat Politècnica de Catalunya - BarcelonaTech (UPC) has participated in the XR4ED project, an initiative that connects the educational technology (EdTech) and Extended Reality (XR) sectors, with the aim of transforming learning and training across Europe.
- The inLab FIB at the UPC has collaborated with Lizcore® for the development of a proof of concept based on artificial intelligence to improve safety in climbing with autobelay devices. The system allows the automatic and accurate detection of risk situations before starting a route.
- Researchers from the Centre for Image and Multimedia Technology of the UPC (CITM) and from the DiCode research group (Digital Culture and Creative Technologies Research Group) of the Universitat Politècnica de Catalunya – BarcelonaTech (UPC) have worked on the project The Eyes of History, an initiative of the Catalan Agency for Cultural Heritage that offers an immersive view of Catalan cultural heritage. It is especially aimed at the first and second cycles of secondary education and was created to bring heritage into the classroom. Its goal is to bring the history and monuments of Catalonia closer in a vivid and innovative way, using tools such as virtual reality and new museographic narratives.
- City and Play is a social action project coordinated by researchers from the Centre for Image and Multimedia Technology (CITM) and the DiCode research group (Digital Culture and Creative Technologies Research Group) of the Universitat Politècnica de Catalunya – BarcelonaTech (UPC), the Universitat Oberta de Catalunya (UOC) and the University of Barcelona (UB), and funded by Barcelona City Council. The aim of the project is to promote civic competences and reflection on the urban environment among adolescents through the creation of an open framework that uses methodologies based on play, co-creation and storytelling.




