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Author

Roberto Cilli

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Preprint Sep 2026

Topological Uncertainty and Higher-Order Interactions in Spatial Networks

Environmental systems are characterized by complex spatial interactions that cannot be fully described through pairwise relationships or local uncertainty measures. We propose a unified framework combining higher-order information theory and topological data analysis to characterize the organization and uncertainty of...

Domenico Pomarico, Alessandro Fania, Gabriel Ramirez Sanchez et al. · 0 citations
Open access Jul 2026

On the Use of SAR Images for Predicting Vegetation Indices: Challenges and Limitations

Optical vegetation and soil indices are widely used in Earth observation, although their estimation is strongly affected by cloud coverage and illumination variability. Synthetic-aperture radar (SAR) has therefore attracted increasing interest as an alternative source for spectral index prediction. Most existing studie...

Mirko Paolo Barbato, Roberto Cilli, Paolo Napoletano et al. · 0 citations

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