Alberto Manuel Garcia Navarro

Tutors

• Vera Rocca
• Francesca Verga

• Machine learning and Big Data Analytics tools applications for anthropic-related subsidence, both characterization and study. Focus on the injection/production of fluids in the underground (H2, water and hydrocarbons) over the Po Plain, Italy.

We study how machine learning and big data analytics, using InSAR data, can help us to better understand the subsidence-related effects.

• Eid, Celine; Garcia Navarro, Alberto Manuel; Benetatos, Christoforos; Rocca, Vera (2024)
  Cluster analysis of InSAR data for the investigation of groundwater production effects. In: EGU General Assembly 2024, Vienna, Austria, 15-19 Aprile 2024
  Contributo in Atti di Convegno (Proceeding)
• Garcia Navarro, Alberto Manuel; Rocca, Vera; Capozzoli, Alfonso; Chiosa, Roberto; Verga, ... (2024)
  Investigation of ground movements induced by underground gas storages via unsupervised ML methodology applied to InSAR data. In: GAS SCIENCE AND ENGINEERING, vol. 125, pp. 1-20. ISSN 2949-9089
  Contributo su Rivista
• Garcia Navarro, Alberto Manuel; Capozzoli, Alfonso; Rocca, Vera; Romagnoli, Raffaele (2020)
  A glance about the Big Data Analytics in the Oil&Gas industry. In: GEAM. GEOINGEGNERIA AMBIENTALE E MINERARIA, vol. 2, pp. 36-43. ISSN 1121-9041
  Contributo su Rivista

• KLUSTER MAPPING. national Software
  Inventors: Alfonso Capozzoli Roberto Chiosa Alberto Manuel Garcia Navarro Vera Rocca