• Maximizing citizen scientists’ contribution to automated species recognition 

      Koch, Wouter; Hogeweg, Laurens; Nilsen, Erlend Birkeland; Finstad, Anders Gravbrøt (Peer reviewed; Journal article, 2022)
    • Open data practices among users of primary biodiversity data 

      Mandeville, Caitlin; Koch, Wouter; Nilsen, Erlend Birkeland; Finstad, Anders Gravbrøt (Peer reviewed; Journal article, 2021)
      Presence-only biodiversity data are increasingly relied on in biodiversity, ecology, and conservation research, driven by growing digital infrastructures that support open data sharing and reuse. Recent reviews of open ...
    • Recognizability bias in citizen science photographs 

      Koch, Wouter; Hogeweg, Laurens; Nilsen, Erlend Birkeland; O'Hara, Robert B.; Finstad, Anders Gravbrøt (Peer reviewed; Journal article, 2023)
      Citizen science and automated collection methods increasinglydepend on image recognition to provide the amountsof observational data research and management needs.Recognition models, meanwhile, also require large amounts ...