High-Resolution Flood Monitoring Based on Advanced Statistical Modeling of Sentinel-1 Multi-Temporal Stacks - Colacicco, Rosa; Refice, Alberto; Nutricato, Raffaele; Bovenga, Fabio; Caporusso, Giacomo; D’Addabbo, Annarita; La Salandra, Marco; Lovergine, Francesco Paolo; Nitti, Davide Oscar; Capolongo, Domenico (Remote Sensing, 2024)
Keywords: Algorithms; Artificial satellites in remote sensing; Basilicata region; Bayesian analysis; Bayesian framework; Bayesian theory; Coastal plains; Cubes; Digital Elevation Models; drainage; flood mapping; flood monitoring; Flooding; Floods; Floodwater; Fuzzy sets; Gaussian process; Gaussian processes; High resolution; Identification and classification; Image acquisition; Italy; Land cover; Mathematical models; Measurement; Monitoring; Outliers (statistics); Periodic functions; Probabilistic inference; Q; Remote sensing; satellite imagery; Satellites; Science; Sentinel-1; Statistical analysis; Statistical inference; Statistical models; Synthetic aperture radar; Temporal resolution; Time series; Time-series analysis; Trends; Italy