2 papers
cs.CV2026
Multi-Year Geospatial Reasoning using Interannually-Consistent Historical Predictions as a Free Input Modality
Syed Roshaan Ali Shah, Kasper Bonte, David Bekaert +2
Machine learning, and deep networks in particular, are increasingly used to derive higher-level Earth observation (EO) products such as annual land-cover and crop-type maps. Many a…
eess.SP2026
Near-Real-Time InSAR Phase Estimation for Large-Scale Surface Displacement Monitoring
Scott Staniewicz, Sara Mirzaee, Heresh Fattahi +12
Operational near-real-time monitoring of Earth's surface deformation using Interferometric Synthetic Aperture Radar (InSAR) requires processing algorithms that efficiently incorpor…