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Panu Somervuo

University of Helsinki

37H-index
165Paper Count
4.5KCitation Count
Published Papers 42
Publication Date
Discovering the unseen: A performance comparison of taxonomic classification methods for unknown DNA barcodes
err2026-08-03
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errJohanna Orsholm; Alessandro Zito; Panu Somervuo; Jesse P. Harrison; Markus Koskela; Otso Ovaskainen; Mariana P. Braga; Nicolas Chazot; Tomas Roslin; Brendan Furneaux
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Plant hormone and peptide signaling converge in the genetic network regulating cambium activation in Arabidopsis roots
err2026-03-13
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errTiina Blomster; Riccardo Siligato; Riikka Mäkilä; Wiktoria Fatz; Munan Lyu; Maria Angels de Luis Balaguer; Lingling Ye; Iris Gildea; Omid Safronov; Panu Somervuo; Kamil Růžička; Jarkko Salojärvi; Rossangela Sozzani; Melis Kucukoglu Topcu; Ari Pekka Mähönen; null
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A digital twin for real-time biodiversity forecasting with citizen science data
err2026-01-27
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errOtso Ovaskainen; Steven Winter; Gleb Tikhonov; Patrik Lauha; Ari Lehtiö; Ossi Nokelainen; Nerea Abrego; Anni Aroluoma; Jesse Patrick Harrison; Mikko Heikkinen; Aleksi Kallio; Anniina Koliseva; Aleksi Lehikoinen; Tomas Roslin; Panu Somervuo; Allan Tainá Souza; Jemal Tahir; Jussi Talaskivi; Alpo Turunen; Aurélie Vancraeyenest; Gabriela Zuquim; Hannu Autto; Jari Hänninen; Jasmin Inkinen; Outa Kalttopää; Janne Koskinen; Matti Kotakorpi; Kim Kuntze; John Loehr; Marko Mutanen; Mikko Oranen; Riku Paavola; Risto Renkonen; Pauliina Schiestl-Aalto; Mikko Sipilä; Maija Sujala; Janne Sundell; Saana Tepsa; Esa-Pekka Tuominen; Joni Uusitalo; Mikko Vallinmäki; Emma Vatka; Silja Veikkolainen; Phillip C. Watts; David Dunson
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BSG-BATS: An open-source data annotation portal and classifier for European bat vocalizations
err2025-12-01
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errMeramo, Katarina; Somervuo, Panu; Rannisto, Meeri; Lauha, Patrik; Lopez-baucells, Adria; Gili, Fabrizio; Roslin, Tomas; Lilley, Thomas M.; Ovaskainen, Otso
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Common to rare transfer learning (CORAL) enables inference and prediction for a quarter million rare Malagasy arthropods
err2025-09-23
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errOtso Ovaskainen; Steven Winter; Gleb Tikhonov; Nerea Abrego; Sten Anslan; Jeremy R. deWaard; Stephanie L. deWaard; Brian L. Fisher; Brendan Furneaux; Bess Hardwick; Deirdre Kerdraon; Mikko Pentinsaari; Dimby Raharinjanahary; Eric Tsiriniaina Rajoelison; Sujeevan Ratnasingham; Panu Somervuo; Jayme E. Sones; Evgeny V. Zakharov; Paul D. N. Hebert; Tomas Roslin; David Dunson
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Human contributions to global soundscapes are less predictable than the acoustic rhythms of wildlife
err2025-07-09
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errPanu Somervuo; Tomas Roslin; Brian L. Fisher; Bess Hardwick; Deirdre Kerdraon; Dimby Raharinjanahary; Eric Tsiriniaina Rajoelison; Patrik Lauha; Lukas Griem; Petteri Lehikoinen; Pekka Niittynen; Esko Piirainen; Markus Lumme; Ville-Matti Riihikoski; Orlando Acevedo-Charry; Solny A. Adalsteinsson; Maaz Ahmad; Sandra Alcobia; Jón Aldará; Nigel R. Andrew; Sten Anslan; Alexandre Antonelli; Julieta Soledad Arena; Santiago Arroyo Almeida; Ines Aster; Hannu Autto; Anahi Aviles Gamboa; Joaquín Baixeras; Mario Baldauf; Rosario Balestrieri; Gaia Giedre Banelyte; Adrian Barrett; Pedro Beja; Thomas Olof Berg; Benjamin Bergerot; Elizabeth G. Biro; Pedro G. Blendinger; Loïc Bollache; Magda Bou Dagher Kharrat; Stephane Boyer; Erika Bridell; Martyn Brotherson; Leslie Robert Brown; Hannah L. Buckley; Erika Buscardo; Nokuphila Buthelezi; Luciano Cagnolo; Alice Calvente; Giovanni Capobianco; Laura Carreón-Palau; Suzanne Carriere; Bradley S. Case; Jenyu Chang; Juan Matías Chaparro; Chi-Ling Chen; Christine Chicoine; Madeleine Christensson; Francisco Collado Rosique; William Colom Montero; Ricardo do Sacramento da Fonseca; Luís P. Da Silva; Anamaria Dal Molin; Tad Dallas; Maria Carla de Francesco; Jorge Arturo Del Ángel-Rodríguez; Ricardo Díaz-Delgado; Thomas Dirnböck; Ika Djukic; Philile Dladla; Jeremías Domínguez Masciale; Thiago Dorigo; Errol Douwes; Torbjørn Ekrem; Helena Enderskog; Charlotta Erefur; Muhammad Fahad; Mohsen Falahati-Anbaran; Arielle Farrell; Gabriel Ferland; Emanuele Ferrari; Axa Figueiredo; Fernando Forero; Inga Freiberga; Andrea Frosch-Radivo; Luis Alberto Ganchozo Intriago; Laura Garzoli; Paola Giacomotti; Andros T. Gianuca; Olivier Gilg; Vladimir Gilg; Fanney Gísladóttir; Ryan Glowacki; Brigitte Gottsberger; Jocelyn Gregoire; Elli Groner; Patrícia Guedes; Aimee Michelle Guile; Peter Haase; Fazal Hadi; Magdalena Haidegger; Leivur Janus Hansen; Lars Holst Hansen; Reid Harrop; Harald Havnås; David Herrera Báez; Chris C. Y. Ho; Denise Hohenbühel; Marketa Houska Tahadlova; Jari Hänninen; Linda Höglund; Kolbrún Í Haraldsstovu; Elise Imbeau; Jasmin Inkinen; Masae Iwamoto Ishihara; Abigail C. Jackson; Gunnar Jansson; Rohit Jha; Gerald Kager; Rhea Kahale; Oula Kalttopää; Elizabeth Wanjiru Karai; Dave Karlsson; Andrea Kaus-Thiel; Asghar Khan; Qaisar Khan; Keishi Kimoto; Shadrack Chumo Kipngetich; Clemens Klante; Leif Klemedtsson; Mårten Klinth; Janne Koskinen; Matti Kotakorpi; Agnes-Katharina Kreiling; Irmgard Krisai-Greilhuber; Erik Kristensen; Sebastian König; Silke Langenheder; Kalevi Laurila; Pascaline Le Gouar; Nicolas Lecomte; Erin Lecomte; Paula Moraes Leitman; Jorge L. León-Cortés; Daijiang Li; John Loehr; Carlos Lopez-Vaamonde; Mehsen Makari; Gabriela Giselle Mangini; Michael Maroschek; Vanessa A. Mata; Shunsuke Matsuoka; Thais Mazzafera; Paul G. McDonald; Laura Meinert; Mayra Meléndez-González; Angela M. Mendoza-Henao; Sebastien Moreau; Jérôme Moreau; Jesper Mosbacher; Esteban Moyer; Anna Mrazova; Samantha Mteshane; Nancy Wangari Mungai; Gema Muñoz Herraiz; Andrea Murillo-Vázquez; Simona Musazzi; Marko Mutanen; Jörg Müller; Rebeca Navarro Canales; Monica Ndlovu; Annegret Nicolai; Armin Niessner; Jenni Nordén; Paweł Nowak; Erin O’Connell; Arianna Orru; Thomas Pagnon; Yurani Nayive Pantoja-Diaz; Mikko Pentinsaari; Sebastian Pilloni; Adrian Pinder; Thiago A. Pinheiro; Sergei Põlme; Luke L. Powell; Gisela Pröll; Paola Pulido-Santacruz; Enrique Queralt; Mark Tristan Quilantang; Kirsty Quinlan; Ricardo Ramirez; Juha Rankinen; Micaela Del Valle Rasino; Rui Rebelo; Wolfram Remmers; Franziska Retz; Evelin Reyes; Gonzalo Rivas Torres; Hanna M. K. Rogers; Inês T. Rosário; Sidney Rosário Da Rosàrio da Costa; Tobias Rütting; Johannes Sahlstén; Carole Saliba; Teppo Salmirinne; Katerina Sam; Douglas Santos; Margarida Santos-Reis; Michel Sawan; Benjamin Schattanek-Wiesmair; Pauliina Schiestl-Aalto; Niels Martin Schmidt; Sebastian Seibold; Rupert Seidl; Linda Seifert; Malibongwe Sithole; Elise Sivault; Jessica Smart; Ireneusz Smerczyński; Ayaka Soda; Renata S. Sousa-Lima; Angela Stanisci; Margaret C. Stanley; Daleen Steenkamp; Elisa Stengel; Stefan Stoll; Willem Maartin Strauss; Elisabeth Stur; Maija Sujala; Janne Sundell; Jónína Svavarsdóttir; Leho Tedersoo; Saana Tepsa; Maor Tiko Tikochinsky; Esa-Pekka Tuominen; Stefanie Tweraser; Catalina Ulloa Espinosa; Joni Uusitalo; Mikko Vallinmäki; Fabrice Vannier; Abigail Varela; Emma Vatka; Silja Veikkolainen; Karl Vernes; Phillip C. Watts; Per Weslien; Ciara Wirth; Jana Helga Wisniewski; Amanda B. Young; Robyn Övergaard; Otso Ovaskainen
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Global arthropod beta-diversity is spatially and temporally structured by latitude
err2024-05-08
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errSeymour, Mathew; Roslin, Tomas; Dewaard, Jeremy R.; Perez, Kate H. J.; D'Souza, Michelle L.; Ratnasingham, Sujeevan; Ashfaq, Muhammad; Levesque-Beaudin, Valerie; Blagoev, Gergin A.; Bukowski, Belen; Cale, Peter; Crosbie, Denise; Decaens, Thibaud; Dewaard, Stephanie L.; Ekrem, Torbjorn; El-Ansary, Hosam O.; Evouna Ondo, Fidele; Fraser, David; Geiger, Matthias F.; Hajibabaei, Mehrdad; Hallwachs, Winnie; Hanisch, Priscila E.; Hausmann, Axel; Heath, Mark; Hogg, Ian D.; Janzen, Daniel H.; Kinnaird, Margaret; Kohn, Joshua R.; Larrivee, Maxim; Lees, David C.; Leon-Regagnon, Virginia; Liddell, Michael; Lijtmaer, Dario A.; Lipinskaya, Tatsiana; Locke, Sean A.; Manjunath, Ramya; Martins, Dino J.; Martins, Marlucia B.; Mazumdar, Santosh; Mckeown, Jaclyn T. A.; Anderson-Teixeria, Kristina; Miller, Scott E.; Milton, Megan A.; Miskie, Renee; Moriniere, Jerome; Mutanen, Marko; Naik, Suresh; Nichols, Becky; Noguera, Felipe A.; Novotny, Vojtech; Penev, Lyubomir; Pentinsaari, Mikko; Quinn, Jenna; Ramsay, Leah; Rochefort, Regina; Schmidt, Stefan; Smith, M. Alex; Sobel, Crystal N.; Somervuo, Panu; Sones, Jayme E.; Staude, Hermann S.; St. Jaques, Brianne; Stur, Elisabeth; Telfer, Angela C.; Tubaro, Pablo L.; Wardlaw, Tim J.; Worcester, Robyn; Yang, Zhaofu; Young, Monica R.; Zemlak, Tyler; Zakharov, Evgeny V.; Zlotnick, Bradley; Ovaskainen, Otso; Hebert, Paul D. N.
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PROTAX-GPU: a scalable probabilistic taxonomic classification system for DNA barcodes
err2024-05-06
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errLi, Roy; Ratnasingham, Sujeevan; Zarubiieva, Iuliia; Somervuo, Panu; Taylor, Graham W.
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Domain-specific neural networks improve automated bird sound recognition already with small amount of local data
err2022-10-17
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errLauha, Patrik; Somervuo, Panu; Lehikoinen, Petteri; Geres, Lisa; Richter, Tobias; Seibold, Sebastian; Ovaskainen, Otso
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A molecular-based identification resource for the arthropods of Finland
err2021-11-03
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errRoslin, Tomas; Somervuo, Panu; Pentinsaari, Mikko; Hebert, Paul D. N.; Agda, Jireh; Ahlroth, Petri; Anttonen, Perttu; Aspi, Jouni; Blagoev, Gergin; Blanco, Santiago; Chan, Dean; Clayhills, Tom; deWaard, Jeremy; deWaard, Stephanie; Elliot, Tyler; Elo, Riikka; Haapala, Sami; Helve, Eero; Ilmonen, Jari; Hirvonen, Petri; Ho, Chris; Itamies, Juhani; Ivanov, Vladislav; Jakovlev, Jevgeni; Juslen, Aino; Jussila, Reijo; Kahanpaa, Jere; Kaila, Lauri; Jari-PekkaKaitila; Kakko, Ari; Kakko, Iiro; Karhu, Ali; Karjalainen, Sami; Kjaerandsen, Jostein; Koskinen, Janne; Laasonen, Erkki M.; Laasonen, Leena; Laine, Erkka; Lampila, Petri; Levesque-Beaudin, Valerie; Lu, Liuqiong; Lahteenaro, Meri; Majuri, Pekka; Malmberg, Sampsa; Manjunath, Ramya; Martikainen, Petri; Mattila, Jaakko; McKeown, Jaclyn; Metsala, Petri; Miklasevskaja, Margarita; Miller, Meredith; Miskie, Renee; Muinonen, Arto; Veli-MattiMukkala; Naik, Suresh; Nikolova, Nadia; Nupponen, Kari; Ovaskainen, Otso; Osterblad, Ika; Paasivirta, Lauri; Pajunen, Timo; Parkko, Petri; Paukkunen, Juho; Penttinen, Ritva; Perez, Kate; Pohjoismaki, Jaakko; Prosser, Sean; Raekunnas, Martti; Rahulan, Miduna; Rannisto, Meeri; Ratnasingham, Sujeevan; Raukko, Pekka; Rinne, Aki; Rintala, Teemu; Miranda Romo, Susana; Salmela, Jukka; Salokannel, Juha; Savolainen, Riitta; Schulman, Leif; Sihvonen, Pasi; Soliman, Dina; Sones, Jayme; Steinke, Claudia; Stahls, Gunilla; Tabell, Jukka; Tiusanen, Mikko; Varkonyi, Gergely; Vesterinen, Eero J.; Viitanen, Esko; Vikberg, Veli; Viitasaari, Matti; Vilen, Jussi; Warne, Connor; Wei, Catherine; Winqvist, Kaj; Zakharov, Evgeny; Mutanen, Marko
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High resolution DNA barcode library for European butterflies reveals continental patterns of mitochondrial genetic diversity
err2021-03-09
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errDinca, Vlad; Dapporto, Leonardo; Somervuo, Panu; Voda, Raluca; Cuvelier, Sylvain; Gascoigne-Pees, Martin; Huemer, Peter; Mutanen, Marko; Hebert, Paul D. N.; Vila, Roger
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Fungal communities decline with urbanization-more in air than in soil
err2020-08-05
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errAbrego, Nerea; Crosier, Brittni; Somervuo, Panu; Ivanova, Natalia; Abrahamyan, Arusyak; Abdi, Amir; Hamalainen, Karoliina; Junninen, Kaisa; Maunula, Minna; Purhonen, Jenna; Ovaskainen, Otso
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A unified framework for analysis of individual-based models in ecology and beyond
err2019-10-17
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errCornell, Stephen J.; Suprunenko, Yevhen F.; Finkelshtein, Dmitri; Somervuo, Panu; Ovaskainen, Otso
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Scaling up the effects of inbreeding depression from individuals to metapopulations
err2019-06-26
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errNonaka, Etsuko; Siren, Jukka; Somervuo, Panu; Ruokolainen, Lasse; Ovaskainen, Otso; Hanski, Ilkka
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Effect of wet storage conditions on potato tuber transcriptome, phytohormones and growth
err2019-06-17
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errPeivastegan, Bahram; Hadizadeh, Iman; Nykyri, Johanna; Nielsen, Kare Lehmann; Somervuo, Panu; Sipari, Nina; Tran, Cuong; Pirhonen, Minna
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