• A unified framework for analysis of individual-based models in ecology and beyond 

      Cornell, Stephen J; Suprunenko, Yevhen F; Finkelshtein, Dmitri; Somervuo, Panu; Ovaskainen, Otso (Journal article; Peer reviewed, 2019)
      Individual-based models,‘IBMs’, describe naturally the dynamics of interacting organisms orsocial orfinancial agents. They are considered too complex for mathematical analysis, butcomputer simulations of them cannot give ...
    • Monitoring Fungal Communities With the Global Spore Sampling Project 

      Ovaskainen, Otso; Abrego, Nerea; Somervuo, Panu; Palorinne, Isabella; Hardwick, Bess; Pitkänen, Juha-Matti; Andrew, Nigel R.; Niklaus, Pascal A.; Schmidt, Niels Martin; Seibold, Sebastian; Vogt, Juliane; Zakharov, Evgeny V.; Hebert, Paul D. N.; Roslin, Tomas; Ivanova, Natalia V. (Peer reviewed; Journal article, 2020)
      The kingdom Fungi is a megadiverse group represented in all ecosystem types. The global diversity and distribution of fungal taxa are poorly known, in part due to the limitations related to traditional fruit-body survey ...
    • PROTAX-Sound: A probabilistic framework for automated animal sound identification 

      De Camargo, Ulisses Moliterno; Somervuo, Panu; Ovaskainen, Otso (Journal article; Peer reviewed, 2017)
      Autonomous audio recording is stimulating new field in bioacoustics, with a great promise for conducting cost-effective species surveys. One major current challenge is the lack of reliable classifiers capable of multi-species ...