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Monitoring IoT and Robotics Data for Sustainable Agricultural Practices Using a New Edge–Fog–Cloud Architecture Open
Modern agricultural operations generate high-volume and diverse data (historical and stream) from various sources, including IoT devices, robots, and drones. This paper presents a novel smart farming architecture specifically designed to e…
View article: Data engineering for sustainable agriculture: developments, challenges, and case studies of a novel IoRT architecture
Data engineering for sustainable agriculture: developments, challenges, and case studies of a novel IoRT architecture Open
In recent years, the integration of Internet of Things (IoT) and Robotics has advanced agro-ecological practices. Despite numerous solutions for specific farming applications, a comprehensive reference architecture that addresses the diver…
On integrating robotic data with GIS tools in a cloud environment (Application paper) Open
International audience
Assessing recreationists’ preferences of the landscape and species using crowdsourced images and machine learning Open
International audience
An in-house solution for the integration of multispectral photogrammetry data and IoT for potato field monitoring Open
Both in Latvia, as well as in the whole Baltic Sea region, agriculture is one of the leading industries. Intensive work is underway in the field of crop research and cultivation is processed in the application with the latest data collecti…
Emotional data querying: The BI scenario Open
International audience
View article: Technological and Research Challenges in Data Engineering for Sustainable Agriculture
Technological and Research Challenges in Data Engineering for Sustainable Agriculture Open
This paper presents a concise exploration of the evolving landscape of sustainable agriculture through the lens of data engineering. The aim is to highlight the most important challenges in the field and sketch ideas for how to address the…
Requirements Engineering for Continuous Queries on IoRT Data: A Case Study in Agricultural Autonomous Robots Monitoring Open
The Internet of Robotic Things (IoRT) is an extension of the Internet of Things, where intelligent mobile devices acquire sensor data and physically act in the environment. IoRT devices produce huge data streams, typically analyzed using c…
Évaluation fine des performances énergétiques des exploitations agricoles par l’utilisation des NTIC. Open
Data needed for the calculation of energy performance indicators of the farms at different scales require a more precise collection and storage of more information to which only technological advances can answer. A census of the existing t…
Towards a Multi-Model Approach to Support User-Driven Extensibility in Data Warehouses: Agro-ecology Case Study Open
Information systems have evolved into complex data platforms supporting end-to-end data-intensive needs, aimed at coping with the different V's that characterize Big Data. In particular, multi-model databases (MMDBs) have been proposed to …
Data-centric UML profile for agroecology applications: Agricultural autonomous robots monitoring case study Open
The conceptual design of information systems is mandatory in several application domains. The advent of the Internet of Things (IoT) technologies pushes conceptual design tools and methodologies to consider the complexity of IoT data, arch…
On Designing and Implementing Agro-ecology IoT Applications: Issues from Applied Research Projects Open
The design and implementation of agro-ecology IoT applications is a non-trivial task since the data processed in such applications are typically complex and heterogeneous. Moreover, these applications are implemented using different system…
To Each His Own: Accommodating Data Variety by a Multimodel Star Schema Open
Recent approaches adopt multimodel databases (MMDBs) to natively handle the variety issues arising from the increasing amounts of heterogeneous data (structured, semi-structured, graph- based, etc.) made available. However, when it comes t…
A Semi-Automatic Design Methodology for (Big) Data Warehouse Transforming Facts into Dimensions Open
[Departement_IRSTEA]Ecotechnologies [ADD1_IRSTEA]Équiper l'agriculture
Data-Centric UML Profile for Wireless Sensors Open
Modelling WSN data behaviour is relevant since it would allow to evaluate the capacity of an application for supplying the user needs, moreover, it could enable a transparent integration with different data-centric information systems. The…
Focus - Un système OLAP pour l'analyse de données de lutte intégrée : application à la culture de l'olivier Open
The Agri-Food sector is facing global challenges. The first concerns feeding a world population that in 2050, according to UN projections, will reach 9.3 billion people. The second challenge is the request by consumers for high quality pro…
Volunteered multidimensional design to the test: The Farmland Biodiversity VGI4Bio project's experiment Open
Moving volunteers of VGI (Volunteer Geographic Information) from passive data producers to active data analysts in the context of Data Warehouses (DWs) and OLAP systems is an open issue. Indeed, volunteers have particular features that mak…