Scientific Research

Flowering phenology of 7,400 California native plant taxa

6.8 million iNaturalist images with flowering probability estimated by PhenoVision.

  • → 7,408 California native plant species from Calscape
  • → 6.83M flowering classifications by Vision Transformer
  • → 2.78M with flowering probability above 95%
  • → 266 geographies of 100 × 100 km, across 12 seasons
ALL · MAX · A–Z
Mean Flowering Probability
0%50%100%
Observations per 100 km²
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Imagery © Esri, Maxar, Earthstar Geographics
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