Dataset · Hugging Face

dcher95/PPE-Global

Name: PPE-Global
Creator: dcher95
License: cc-by-nc-4.0
Keywords: task_categories:image-classification, license:cc-by-nc-4.0, size_categories:100M<n<1B, format:parquet, modality:tabular, modality:text, modality:geospatial, library:datasets, library:dask, library:polars, library:mlcroissant, region:us, phenology, plants, biodiversity

PPE-Global Version 1.1 — changes from v1.0 (GIFT woodiness re-fetched against every species; observer-disjoint split_observer added; every other table identical) are itemised in PROVENANCE.md §6–7. A global plant-phenology dataset built from iNaturalist research-grade observations. Metadata only — imagery is referenced by photo_id and fetched from the public inaturalist-open-data S3 bucket (see Images below). Extends its predecessor Pheno3M/PPE (3,573,640 observations, 6,825… See the full description on the dataset page: https://huggingface.co/datasets/dcher95/PPE-Global.

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Author / organization	dcher95
License (as declared)	cc-by-nc-4.0
Downloads	178 (as reported by Hugging Face)
Likes	0
Created	6 September 2026
Last updated at source	16 September 2026

phenologyplantsbiodiversityinaturalistremote-sensing

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