dataset · Global

Landsat30-AU

Hugging Face dataset supermarkioner/Landsat30-AU

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Data offered llm-inferred: Landsat satellite image patches at 30 m resolution · Machine-generated text captions describing each patch (image-to-text pairs)
Coverage llm-inferred: Australia (inferred from dataset name 'AU' and Geoscience Australia / DEA sample image IDs; entry lists Global) · 2020 (inferred from sample image IDs)
Resolution docs-verified: 30 m pixel (Landsat)
Formats llm-inferred: PNG images · text captions
Access docs-verified: Licence apache-2.0 (Hugging Face dataset; no auth listed in entry)

Use cases llm-inferred: Early site reconnaissance: quick qualitative land-cover description of 30 m Landsat tiles · Benchmarking vision-language models on remote-sensing captions before using them for screening · Building image-text training pairs for an internal land-cover search or QA tool
Audience llm-inferred: GIS analysts · remote sensing / ML engineers · ecologists · planners

Constraints llm-inferred: Dataset card has no written description; content is known only from tags and sample rows · Entry lists regions as Global, but the name and sample IDs point to Australia; needs reconciling · Sample captions are machine-generated and include reasoning artefacts (e.g. '<think>' tags) and some internally inconsistent statements; caption accuracy not verified · No update frequency, version, file schema or split details documented · Resolution figure appears only inside caption text, not as a dataset specification

Verified 2026-10-15 via HF API: exists; 205 downloads/30d, 4 likes.

Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (Hugging Face datasets)