PhenoVision: A framework for automating and delivering research-ready plant phenology data from field images Article

Dinnage, Russell, Grady, Erin, Neal, Nevyn et al. (2025). PhenoVision: A framework for automating and delivering research-ready plant phenology data from field images . METHODS IN ECOLOGY AND EVOLUTION, 16(8), 1763-1780. 10.1111/2041-210X.70081

Open Access

cited authors

  • Dinnage, Russell; Grady, Erin; Neal, Nevyn; Deck, Jonn; Denny, Ellen; Walls, Ramona; Seltzer, Carrie; Guralnick, Robert; Li, Daijiang

sustainable development goals

authors

publication date

  • August 1, 2025

published in

keywords

  • Ecology
  • Environmental Sciences & Ecology
  • Life Sciences & Biomedicine
  • Science & Technology
  • automated annotation
  • community science data
  • computer vision
  • data integration
  • machine learning
  • masked autoencoders
  • plant phenology
  • vision transformers

Digital Object Identifier (DOI)

publisher

  • WILEY

start page

  • 1763

end page

  • 1780

volume

  • 16

issue

  • 8