Dataset · Hugging Face

deepearth/california-flourishing-pollination

Name: california-flourishing-pollination
Creator: deepearth
License: mit
Keywords: task_categories:image-classification, task_categories:feature-extraction, annotations_creators:expert-generated, annotations_creators:crowdsourced, source_datasets:inaturalist-research-grade, source_datasets:gbif, source_datasets:global-biotic-interactions, source_datasets:cnps-calscape, language:en, license:mit, size_categories:10M<n<100M, modality:image, arxiv:2508.10104, region:us, ecology

California Flourishing & Pollination DeepEarth × UC Berkeley QED Lab — a self-supervised spatial-feature dataset of every iNaturalist Research-grade observation of every California-native plant and every California-observed flying pollinator, encoded with DINOv3 ViT-L/16 plus PhenoVision flowering/fruiting probabilities. Maintained by Ecological Intelligence, Inc. (Lance Legel, PI) in collaboration with the Quantitative Ecosystem Dynamics Lab at UC Berkeley (Trevor Keenan, PI).… See the full description on the dataset page: https://huggingface.co/datasets/deepearth/california-flourishing-polli

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Author / organization	deepearth
License (as declared)	mit
Downloads	2.5K (as reported by Hugging Face)
Likes	1
Created	22 May 2026
Last updated at source	30 May 2026

ecologybiodiversityphenologypollinationcaliforniadinov3phenovisioninaturalistgbifglobicnpscalscapedeepearth

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