Umberto Andriolo

Mapping marine litter using UAS on a beach-dune system: a multidisciplinary approach

Gil Gonçalves, Umberto Andriolo, Luís Pinto et al. · The Science of The Total Environment · 2019 · 135 citations

Engineering, Multidisciplinary Approach, Geography +10

Mapping marine litter on coastal dunes with unmanned aerial systems: A showcase on the Atlantic Coast

Umberto Andriolo, Gil Gonçalves, Filipa Bessa et al. · The Science of The Total Environment · 2020 · 91 citations

Cartography, Engineering, Geography +10

Mapping marine litter with Unmanned Aerial Systems: A showcase comparison among manual image screening and machine learning techniques

Gil Gonçalves, Umberto Andriolo, Luís Pinto et al. · Marine Pollution Bulletin · 2020 · 83 citations

Image Classification, Machine Vision, Image Analysis +14

Quantifying Marine Macro Litter Abundance on a Sandy Beach Using Unmanned Aerial Systems and Object-Oriented Machine Learning Methods

Gil Gonçalves, Umberto Andriolo, Luísa Gonçalves et al. · Remote Sensing · 2020 · 82 citations · Full text

Aerial Systems, Environmental Monitoring, Machine Learning +23

Is coastal erosion a source of marine litter pollution? Evidence of coastal dunes being a reservoir of plastics

Umberto Andriolo, Gil Gonçalves · Marine Pollution Bulletin · 2022 · 76 citations

Engineering, Coastal Erosion, Marine Pollution +10