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msi-drone-crop-surveys

Hugging Face dataset su-fmi/msi-drone-crop-surveys

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What's in it

Data offered docs-verified
multispectral drone composite images (Blue, Green, Red, Red edge, NIR bands) · raw per-point drone images (1 JPG and 5 grayscale TIF per sensing point) · field_shape.geojson (bounding box of the sunflower field) · crop_details.txt (crop information)
Coverage docs-verified
2023-04-25 to 2023-09-04
Formats docs-verified
JPG · TIF · TFW (world file) · PRJ (projection file) · GeoJSON · TXT · imagefolder (Hugging Face)
Access docs-verified
Open download under CC BY 4.0 licence; no authentication listed

Useful for

Use cases llm-inferred
Cross-check drone multispectral NDVI/NDRE against Sentinel-2 for a crop-stress baseline · Test time-of-day and illumination sensitivity of drone vegetation indices · Prototype a vegetation-stress classifier on multi-date 5-band drone composites
Audience llm-inferred
GIS analysts · remote sensing specialists · agronomists · ecologists · computer vision and ML researchers

Limitations

Constraints docs-verified
Single sunflower field in one 2023 season; not a UK or water/civils dataset, and location is not stated · Dataset viewer unavailable for this split (parquet row groups too large) · Survey timing not constant: some surveys took 2 days and not all were in the morning/afternoon window · Band sensitivity differs from Sentinel-2 and atmospheric correction may cause index deviations · Very large download (447 GB total) · Docs list six CMOS sensors but only five band filters · Maintenance and update commitments are not stated
Licence
cc-by-4.0
Authentication
Unknown — review source docs
GitHub stars
Unknown
Last commit
Unknown
Last successful page check
14/10/2026
Page health
healthy
Package
Not recorded
Verification
Not independently verified

Provenance & evidence

Verified 2026-10-15 via HF API: exists; 31704 downloads/30d, 4 likes.

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