Sentinel-1
PulseAugur coverage of Sentinel-1 — every cluster mentioning Sentinel-1 across labs, papers, and developer communities, ranked by signal.
2 天有情绪数据
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ML ensemble predicts Bangladesh flash floods 72 hours ahead
Researchers have developed HaorFloodAlert, a machine learning ensemble designed to predict flash floods in Bangladesh's haor wetlands up to 72 hours in advance. This system addresses limitations of existing flood predic…
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New foundation model fuses hyperspectral imagery with other Earth observation data
Researchers have developed SpectralEarth-FM, a new foundation model designed to process and fuse hyperspectral imagery with other Earth observation data like multispectral, radar, and temperature readings. This model ut…
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New MorphoFormer AI model improves building height and footprint estimation
Researchers have developed MorphoFormer, a novel framework for jointly estimating building height and footprint using remote sensing data. This approach explicitly encodes the relationship between these two parameters, …
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FLoRA model fuses optical and SAR data for improved flood mapping
Researchers have developed FLoRA, a novel cross-modal multi-task framework designed to improve flood water mapping. This system fuses optical and Synthetic Aperture Radar (SAR) data to reconstruct high-fidelity optical …
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Deep learning models enhance satellite data for forecasting and image captioning
Researchers have introduced Sentinel2Cap, a new human-annotated dataset designed for multimodal remote sensing image captioning. This dataset includes Sentinel-1 SAR and Sentinel-2 multi-spectral image patches, addressi…