Use cases
Use cases of the COSA Project.
Use cases of COSA
The COSA framework is validated through three complementary use cases that cover land evaluation, aerial monitoring and an interactive demonstrator.
Use Case 1 — Crop Yield Prediction & Land Bonitation
Combining soil studies, GIS and machine learning to evaluate land potential and forecast agricultural yields.
Use Case 2 — Aerial Crop Monitoring & Precision Treatment
Using drones and aerial imagery to detect crop conditions and apply precise, targeted treatments.
Use Case 3 — Interactive Demonstrator
Open the COSA Use Case 3 platform in a dedicated environment.
A Vulnerable-by-Design IoT Sensor Framework for Cybersecurity in Smart Agriculture
A Vulnerable-by-Design IoT Sensor Framework for Cybersecurity in Smart AgricultureEmil Marian Pasca, Daniela Delinschi, Rudolf Erdei, Iulia Băărăian, Oliviu Matei Abstract. As farms become increasingly connected, the sensors monitoring crops, soil and machinery become...
A Privacy Assessment Framework For Data Tiers In Multilayered Ecosystem Architectures
A Privacy Assessment Framework For Data Tiers In Multilayered Ecosystem ArchitecturesIonela Chereja, Rudolf Erdei, Emil Pasca, Daniela Delinschi, Anca Avram, Oliviu Matei Abstract. As smart agriculture evolves into an interconnected Internet of Fields, massive amounts...
LLM-Driven, Self-Improving Framework for Security Test Automation: Leveraging Karate DSL for Augmented API Resilience
LLM-Driven, Self-Improving Framework for Security Test Automation: Leveraging Karate DSL for Augmented API ResilienceEmil Marian Pasca, Daniela Delinschi, Rudolf Erdei, Oliviu Matei Abstract. This paper introduces Karate-BOLA-Guard, an LLM-driven, self-improving...
Sustainability of the Integrated Waste Management System: A Case Study of Bihor County, Romania
Sustainability of the Integrated Waste Management System: A Case Study of Bihor County, RomaniaOlimpia Smaranda Mintas, Daniela Camelia Marele, Alina Stefania Stanciu, Adrian Gheorghe Osicianu, Alina Stanca Osiceanu, Horia Pop, Teodor Rusu Abstract. Integrated waste...
Optimizing fertilization and crop management for triticale in the Lăpuș depression, Romania
Optimizing fertilization and crop management for triticale in the Lăpuș depression, RomaniaI. Cionca, A. D. Costin, T. Rusu Abstract. Triticale is an important cereal crop in mountainous and hilly areas of Romania, where soil and climatic conditions can limit the...
Using Automation and Artificial Intelligence in the Management of European Social Fund Projects
Using Automation and Artificial Intelligence in the Management of European Social Fund ProjectsMatei Oliviu, Laura Andreica, Faragău Tudor Abstract. The management of European Social Fund (ESF) projects is characterized by complex reporting, monitoring and compliance...