A conceptual diagram of the digital twin prototype. The core aim of this project is to test the feasibility of generating essentially real-time updating predictions on bird spatiotemporal distributions and singing activity by combining prior information, based on long-term monitoring data with continuously accumulating new information provided by citizen scientists.

 
  Part of: Ovaskainen O, Lauha P, Lopez Gordillo J, Nokelainen O, Rahman AU, Souza AT, Talaskivi J, Tikhonov G, Vancraeyenest A, Lehtiƶ A (2024) Prototype Biodiversity Digital Twin: Real-time bird monitoring with citizen-science data. Research Ideas and Outcomes 10: e125523. https://doi.org/10.3897/rio.10.e125523