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Phenology models using herbarium specimens are only slightly improved by using finer-scale stages of reproduction.

Elizabeth R EllwoodRichard B PrimackCharles G WillisJanneke HilleRisLambers
Published in: Applications in plant sciences (2019)
Our study suggests that detailed information on reproductive phenology provides a fuller understanding of potential climate change effects on flowering, fruiting, and leaf-out. However, classification schemes with fewer reproductive phenophases provided many similar insights and may be preferable in cases where resources are limited.
Keyphrases
  • climate change
  • machine learning
  • deep learning
  • human health
  • healthcare