home.social

#cropimprovement — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #cropimprovement, aggregated by home.social.

  1. !!! NEW DATASET !!!

    The Field Phenotyping Platform (FIP) 1.0 dataset is now available - a massive open dataset for winter #wheat research combining imaging, trait, environmental & genetic data!

    📊 What's included:

    - 4,000+ wheat plots across 6 years
    - 153,000+ high-resolution aligned images
    - 8 key traits: canopy cover, plant height, head counts, senescence, heading date, yield & protein content
    - Genetic markers + environmental data
    - Time-series format perfect for modeling

    🎯 What it can be used for:

    - #CropModeling & phenotyping method development
    - Genotype-environment interaction studies
    - Growth dynamics analysis
    - #MachineLearning applications in agriculture
    - Genomic prediction research

    This comprehensive resource bridges #PlantScience and #AI communities, accelerating research in climate-adaptive agriculture 🌱

    Open access paper: doi.org/10.1093/gigascience/gi

    #OpenScience #Agriculture #DataScience #ClimateChange #CropImprovement #Phenotyping #OpenData