Biography
About me
I am a Research Scientist in the Earth & Environmental Sciences Area at Lawrence Berkeley National Lab (Berkeley Lab) with 15+ years of research in remote sensing (hyperspectral signal/image processing, LiDAR), data science, and machine learning applied to environmental applications. This includes:
- Ecosystem characterization and monitoring (species composition and biodiversity, multi-temporal analysis for vegetation phenology, crop monitoring, forest health)
- Investigation of soil-plant-atmosphere interactions, including GHG quantification and monitoring
- Machine learning approaches for data integration and scaling.
I was born in Italy, and I hold a joint Ph.D. degree (Cotutelle) in Electrical and Computer Engineering from the University of Iceland and in Information and Communication Technologies from the University of Trento (Italy). Before joining Berkeley Lab, I spent one year as a Postdoctoral Researcher at the Signal Processing Laboratory of the Electrical and Computer Engineering Faculty at the University of Iceland.
I am a Principal Investigator and leader of research teams with 30+ publications in international journals, and 60+ oral presentations to academic, business, and governmental venues.
I also mentor undergrad and grad students within STEM programs.
Experience
2020 - Present
Research Scientist, Lawrence Berkeley National Laboratory, Climate & Ecosystem Sciences Division
2020
Scientific Engineer Associate, Lawrence Berkeley National Laboratory, Climate & Ecosystem Sciences Division
2016-2020
Postdoctoral Fellow, Lawrence Berkeley National Laboratory, Climate & Ecosystem Sciences Division
2015-2016
Postdoctoral Researcher, University of Iceland, Faculty of Electrical and Computer Engineering
2011-2015
Ph.D. Student Researcher, University of Iceland and University of Trento
2011
Research Assistant, University of Iceland, Faculty Electrical and Computer Engineering
Education
2015
Ph.D. (joint degree - cotutelle) in Electrical and Computer Engineering (University of Iceland), and in Information and Communication Technology (University of Trento)
Thesis Title: Advanced spectral and spatial techniques for hyperspectral image analysis and classification
2011
M.Sc. in Telecommunication Engineering, University of Trento
Thesis Title: A novel technique based on morphological attribute profiles for change detection in multi-temporal very high resolution images
2007
B.Sc. in Telecommunication Engineering, University of Trento