Review
Open access
Aug 2026
Closing the biodiversity observation-to-action loop
Citizen science observations are abundant, but conservation requires turning uneven records into reliable predictions and directing new surveys to where information is missing. We developed a biodiversity platform for Japan that is updated monthly and integrates 2.32 million records to predict 8,297 species across seve...
Keiji Yamaguchi, Kei Uchida, Masayoshi K. Hiraiwa et al.
· bioRxiv · 0 citations