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LHRS‑Align is a large‑scale, semantically rich and feature‑diverse remote‑sensing image‑text alignment dataset. It leverages volunteer geographic information (VGI) from OpenStreetMap and remote‑sensing images from Google Earth, containing 1.15 million high‑quality RS image‑text pairs.