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Review Sep 2026

From Foundation Models to Geospatial Intelligence: A Taxonomy and Comparative Analysis for Smart City Remote Sensing

Recent advances in foundation models have significantly reshaped remote sensing by enabling large-scale representation learning and improved transferability across a wide range of Earth observation tasks. However, previous reviews have largely focused on specific model families or applications, providing limited discus...

Chaima Ben Fraj, D. Omri, T. Bejaoui · 0 citations
Sep 2026

Graph Neural Networks for Groundwater Storage Prediction: A Comparative Analysis of Spatio-Temporal Modeling Approaches

Predicting groundwater storage (GWS) is a major challenge due to the inherently spatio-temporal nature of hydrogeological processes. Graph Neural Networks (GNNs), particularly spatio-temporal architectures (ST-GNNs), offer a promising framework for modeling these complex dependencies by jointly capturing the spatial re...

Eya Dridi, D. Omri, T. Bejaoui · 0 citations

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