Andrea Marinoni

University of Cambridge — United Kingdom

Engineering · Physical Sciences

21h-index2.0kcitations128works1.32yr avg
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Research Topics

Remote-Sensing Image Classification(56), Advanced Image Fusion Techniques(28), Remote Sensing and Land Use(28), Remote Sensing in Agriculture(15), Error Correcting Code Techniques(8)

Publications128 total

Improving Embedding of Graphs With Missing Data by Soft Manifolds.
Apollo (University of Cambridge)·2026Open Access
Hyperspectral Anomaly Detection With Adaptive Parameter Determination via Topological Disassembly Guided Pixel-Level Self-Information
IEEE Transactions on Geoscience and Remote Sensing·2026
Spatiotemporal variability and large-scale drivers of extreme sea level in the northwest European Shelf
2025
Improving Embedding of Graphs With Missing Data by Soft Manifolds
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
Assessment of Coastal Winds in Iceland Using Sentinel-1, Reanalysis, and MET Observations
Applied Sciences·2025Open Access
Coastal Wind in East Iceland Using Sentinel-1 and Model Data Reanalysis
Atmosphere·2025· 2 citedOpen Access
Linking regional extreme sea level variability in North-Western Europe to large scale climate modes
2025Open Access
Machine Learning for Reconstructing Streamflow Time Series: An Application to the Nile River
2025Open Access
Responsible Artificial Intelligence for Earth Observation: Achievable and realistic paths to serve the collective good
IEEE Geoscience and Remote Sensing Magazine·2025· 9 citedOpen Access
Joint Despeckling and Thermal Noise Compensation: Application to Sentinel-1 Images of the Arctic
IEEE Transactions on Geoscience and Remote Sensing·2025Open Access
Similar Category Enhancement Network for Discrimination on Small Object Detection
IEEE Transactions on Geoscience and Remote Sensing·2025· 1 cited
Graph-Based Propagation for Multispectral Remote Sensing Image Completion
IEEE Transactions on Geoscience and Remote Sensing·2025
Improving operational use of post-disaster damage assessment for Urban Search and Rescue by integrated graph-based multimodal remote sensing data analysis
Progress in Disaster Science·2025· 1 citedOpen Access
Improving Land Surface Temperature Estimation in Cloud Cover Scenarios Using Graph‐Based Propagation
Geophysical Research Letters·2024· 2 citedOpen Access
Enhancing assessment of direct and indirect exposure of settlement-transportation systems to mass movements by intergraph representation learning
Environmental Research Letters·2024Open Access
Machine learning for gap‐filling in greenhouse gas emissions databases
Journal of Industrial Ecology·2024· 10 citedOpen Access
Responsible AI for Earth Observation
arXiv (Cornell University)·2024· 1 citedOpen Access
Improving Land Surface Temperature Estimation in Cloud Cover Scenarios using Graph-Based Propagation
2024Open Access
Near-real-time Country-wide Estimation of Susceptibility and Settlement Exposure from Norwegian Mass Movements via Inter-graph Representation Learning
2024Open Access
Improving Operational Use of Post-Disaster Damage Assessment for Urban Search and Rescue by Integrated Graph-Based Multimodal Remote Sensing Data Analysis
SSRN Electronic Journal·2024Open Access
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Frequent Co-authors

Paolo Gamba(26), Lianru Gao(9), Antonio Plaza(8), Jun Li(5), Torbjørn Eltoft(5), Yuanchao Su(4), Qian Shi(4), Salman Khaleghian(4), Bing Zhang(4), Bing Zhang(4), Saloua Chlaily(4), Mengxi Liu(3), Javier Plaza(3), Thomas F. Kraemer(3), Sivasakthy Selvakumaran(3), Liangpei Zhang(2), Xiaoping Liu(2), Habib Ullah(2), Nick Hughes(2), Campbell Middleton(2)