Published April 29, 2025 | Version v1
Dataset Open

PhenoVision machine annotations of phenology for iNaturalist plant photos

Authors/Creators

Description

Global phenology data on flower and fruit presence generated from machine labeling iNaturalist images through March 2024.  This dataset contains key record level information from the iNaturalist observation needed for phenology analyses, along with data and metadata about fruit and flower detection, the model used to generate machine labeling of phenology presence, and record level classification quality metrics.

Files

annotations_all_w_headers_9cf8ad8.csv

Files (12.9 GB)

Name Size Download all
md5:e838a6018eb69bc295b7af2b6ab00a52
12.9 GB Preview Download

Additional details

Dates

Accepted
2025

References

  • Dinnage et al., PhenoVision: A framework for automating and delivering research-ready plant phenology data from field images. Methods in Ecology and Evolution. 2025. https://doi.org/10.1111/2041-210X.70081