Global Spore Sampling Project : A global, standardized dataset of airborne fungal DNA

Novel methods for sampling and characterizing biodiversity hold great promise for re-evaluating patterns of life across the planet. The sampling of airborne spores with a cyclone sampler, and the sequencing of their DNA, have been suggested as an efficient and well-calibrated tool for surveying fung...

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Main Authors: Ovaskainen, Otso, Abrego, Nerea, Furneaux, Brendan, Hardwick, Bess, Somervuo, Panu, Palorinne, Isabella, Andrew, Nigel R., Babiy, Ulyana V., Bao, Tan, Bazzano, Gisela, Bondarchuk, Svetlana N., Bonebrake, Timothy C., Brennan, Georgina L., Bret-Harte, Syndonia, Bässler, Claus, Cagnolo, Luciano, Cameron, Erin K., Chapurlat, Elodie, Creer, Simon, D’Acqui, Luigi P., de Vere, Natasha, Desprez-Loustau, Marie Laure, Dongmo, Michel A.K., Dyrholm Jacobsen, Ida B., Fisher, Brian L., Flores de Jesus, Miguel, Gilbert, Gregory S., Griffith, Gareth W., Gritsuk, Anna A., Gross, Andrin, Grudd, Håkan, Halme, Panu, Hanna, Rachid, Hansen, Jannik, Hansen, Lars Holst, Hegbe, Apollon D.M.T., Hill, Sarah, Hogg, Ian D., Hultman, Jenni, Hyde, Kevin D., Hynson, Nicole A., Ivanova, Natalia, Karisto, Petteri, Kerdraon, Deirdre, Knorre, Anastasia, Krisai-Greilhuber, Irmgard, Kurhinen, Juri, Kuzmina, Masha, Lecomte, Nicolas, Lecomte, Erin, Loaiza, Viviana, Lundin, Erik, Meire, Alexander, Mešić, Armin, Miettinen, Otto, Monkhause, Norman, Mortimer, Peter, Müller, Jörg, Nilsson, R. Henrik, Nonti, Puani Yannick C., Nordén, Jenni, Nordén, Björn, Paz, Claudia, Pellikka, Petri, Pereira, Danilo, Petch, Geoff, Pitkänen, Juha Matti, Popa, Flavius, Potter, Caitlin, Purhonen, Jenna, Pätsi, Sanna, Rafiq, Abdullah, Raharinjanahary, Dimby, Rakos, Niklas, Rathnayaka, Achala R., Raundrup, Katrine, Rebriev, Yury A., Rikkinen, Jouko, Rogers, Hanna M.K., Rogovsky, Andrey, Rozhkov, Yuri, Runnel, Kadri, Saarto, Annika, Savchenko, Anton, Schlegel, Markus, Schmidt, Niels Martin, Seibold, Sebastian, Skjøth, Carsten, Stengel, Elisa, Sutyrina, Svetlana V., Syvänperä, Ilkka, Tedersoo, Leho, Timm, Jebidiah, Tipton, Laura, Toju, Hirokazu, Uscka-Perzanowska, Maria, van der Bank, Michelle, Herman van der Bank, F., Vandenbrink, Bryan, Ventura, Stefano, Vignisson, Solvi R., Wang, Xiaoyang, Weisser, Wolfgang W., Wijesinghe, Subodini N., Joseph Wright, S., Yang, Chunyan, Yorou, Nourou S., Young, Amanda, Yu, Douglas W., Zakharov, Evgeny V., Hebert, Paul D.N., Roslin, Tomas
Other Authors: Organismal and Evolutionary Biology Research Programme, Otso Ovaskainen / Principal Investigator, Department of Agricultural Sciences, Plant Production Sciences, Faculty of Biological and Environmental Sciences, The Academic Outreach Network, Spatial Foodweb Ecology Group, Department of Microbiology, Helsinki Institute of Sustainability Science (HELSUS), Botany and Mycology Unit, Department of Geosciences and Geography, Plant Biology, Teachers' Academy, Viikki Plant Science Centre (ViPS), Lichens
Format: Article in Journal/Newspaper
Language:English
Published: Nature Publishing Group 2024
Subjects:
Online Access:http://hdl.handle.net/10138/577342
id ftunivhelsihelda:oai:helda.helsinki.fi:10138/577342
record_format openpolar
institution Open Polar
collection HELDA – University of Helsinki Open Repository
op_collection_id ftunivhelsihelda
language English
topic Ecology
evolutionary biology
Agronomy
11831 Plant biology
11832 Microbiology and virology
Genetics
developmental biology
physiology
Geosciences
Environmental sciences
Computer and information sciences
spellingShingle Ecology
evolutionary biology
Agronomy
11831 Plant biology
11832 Microbiology and virology
Genetics
developmental biology
physiology
Geosciences
Environmental sciences
Computer and information sciences
Ovaskainen, Otso
Abrego, Nerea
Furneaux, Brendan
Hardwick, Bess
Somervuo, Panu
Palorinne, Isabella
Andrew, Nigel R.
Babiy, Ulyana V.
Bao, Tan
Bazzano, Gisela
Bondarchuk, Svetlana N.
Bonebrake, Timothy C.
Brennan, Georgina L.
Bret-Harte, Syndonia
Bässler, Claus
Cagnolo, Luciano
Cameron, Erin K.
Chapurlat, Elodie
Creer, Simon
D’Acqui, Luigi P.
de Vere, Natasha
Desprez-Loustau, Marie Laure
Dongmo, Michel A.K.
Dyrholm Jacobsen, Ida B.
Fisher, Brian L.
Flores de Jesus, Miguel
Gilbert, Gregory S.
Griffith, Gareth W.
Gritsuk, Anna A.
Gross, Andrin
Grudd, Håkan
Halme, Panu
Hanna, Rachid
Hansen, Jannik
Hansen, Lars Holst
Hegbe, Apollon D.M.T.
Hill, Sarah
Hogg, Ian D.
Hultman, Jenni
Hyde, Kevin D.
Hynson, Nicole A.
Ivanova, Natalia
Karisto, Petteri
Kerdraon, Deirdre
Knorre, Anastasia
Krisai-Greilhuber, Irmgard
Kurhinen, Juri
Kuzmina, Masha
Lecomte, Nicolas
Lecomte, Erin
Loaiza, Viviana
Lundin, Erik
Meire, Alexander
Mešić, Armin
Miettinen, Otto
Monkhause, Norman
Mortimer, Peter
Müller, Jörg
Nilsson, R. Henrik
Nonti, Puani Yannick C.
Nordén, Jenni
Nordén, Björn
Paz, Claudia
Pellikka, Petri
Pereira, Danilo
Petch, Geoff
Pitkänen, Juha Matti
Popa, Flavius
Potter, Caitlin
Purhonen, Jenna
Pätsi, Sanna
Rafiq, Abdullah
Raharinjanahary, Dimby
Rakos, Niklas
Rathnayaka, Achala R.
Raundrup, Katrine
Rebriev, Yury A.
Rikkinen, Jouko
Rogers, Hanna M.K.
Rogovsky, Andrey
Rozhkov, Yuri
Runnel, Kadri
Saarto, Annika
Savchenko, Anton
Schlegel, Markus
Schmidt, Niels Martin
Seibold, Sebastian
Skjøth, Carsten
Stengel, Elisa
Sutyrina, Svetlana V.
Syvänperä, Ilkka
Tedersoo, Leho
Timm, Jebidiah
Tipton, Laura
Toju, Hirokazu
Uscka-Perzanowska, Maria
van der Bank, Michelle
Herman van der Bank, F.
Vandenbrink, Bryan
Ventura, Stefano
Vignisson, Solvi R.
Wang, Xiaoyang
Weisser, Wolfgang W.
Wijesinghe, Subodini N.
Joseph Wright, S.
Yang, Chunyan
Yorou, Nourou S.
Young, Amanda
Yu, Douglas W.
Zakharov, Evgeny V.
Hebert, Paul D.N.
Roslin, Tomas
Global Spore Sampling Project : A global, standardized dataset of airborne fungal DNA
topic_facet Ecology
evolutionary biology
Agronomy
11831 Plant biology
11832 Microbiology and virology
Genetics
developmental biology
physiology
Geosciences
Environmental sciences
Computer and information sciences
description Novel methods for sampling and characterizing biodiversity hold great promise for re-evaluating patterns of life across the planet. The sampling of airborne spores with a cyclone sampler, and the sequencing of their DNA, have been suggested as an efficient and well-calibrated tool for surveying fungal diversity across various environments. Here we present data originating from the Global Spore Sampling Project, comprising 2,768 samples collected during two years at 47 outdoor locations across the world. Each sample represents fungal DNA extracted from 24 m3 of air. We applied a conservative bioinformatics pipeline that filtered out sequences that did not show strong evidence of representing a fungal species. The pipeline yielded 27,954 species-level operational taxonomic units (OTUs). Each OTU is accompanied by a probabilistic taxonomic classification, validated through comparison with expert evaluations. To examine the potential of the data for ecological analyses, we partitioned the variation in species distributions into spatial and seasonal components, showing a strong effect of the annual mean temperature on community composition. Peer reviewed
author2 Organismal and Evolutionary Biology Research Programme
Otso Ovaskainen / Principal Investigator
Department of Agricultural Sciences
Plant Production Sciences
Faculty of Biological and Environmental Sciences
The Academic Outreach Network
Spatial Foodweb Ecology Group
Department of Microbiology
Helsinki Institute of Sustainability Science (HELSUS)
Botany and Mycology Unit
Department of Geosciences and Geography
Plant Biology
Teachers' Academy
Viikki Plant Science Centre (ViPS)
Lichens
format Article in Journal/Newspaper
author Ovaskainen, Otso
Abrego, Nerea
Furneaux, Brendan
Hardwick, Bess
Somervuo, Panu
Palorinne, Isabella
Andrew, Nigel R.
Babiy, Ulyana V.
Bao, Tan
Bazzano, Gisela
Bondarchuk, Svetlana N.
Bonebrake, Timothy C.
Brennan, Georgina L.
Bret-Harte, Syndonia
Bässler, Claus
Cagnolo, Luciano
Cameron, Erin K.
Chapurlat, Elodie
Creer, Simon
D’Acqui, Luigi P.
de Vere, Natasha
Desprez-Loustau, Marie Laure
Dongmo, Michel A.K.
Dyrholm Jacobsen, Ida B.
Fisher, Brian L.
Flores de Jesus, Miguel
Gilbert, Gregory S.
Griffith, Gareth W.
Gritsuk, Anna A.
Gross, Andrin
Grudd, Håkan
Halme, Panu
Hanna, Rachid
Hansen, Jannik
Hansen, Lars Holst
Hegbe, Apollon D.M.T.
Hill, Sarah
Hogg, Ian D.
Hultman, Jenni
Hyde, Kevin D.
Hynson, Nicole A.
Ivanova, Natalia
Karisto, Petteri
Kerdraon, Deirdre
Knorre, Anastasia
Krisai-Greilhuber, Irmgard
Kurhinen, Juri
Kuzmina, Masha
Lecomte, Nicolas
Lecomte, Erin
Loaiza, Viviana
Lundin, Erik
Meire, Alexander
Mešić, Armin
Miettinen, Otto
Monkhause, Norman
Mortimer, Peter
Müller, Jörg
Nilsson, R. Henrik
Nonti, Puani Yannick C.
Nordén, Jenni
Nordén, Björn
Paz, Claudia
Pellikka, Petri
Pereira, Danilo
Petch, Geoff
Pitkänen, Juha Matti
Popa, Flavius
Potter, Caitlin
Purhonen, Jenna
Pätsi, Sanna
Rafiq, Abdullah
Raharinjanahary, Dimby
Rakos, Niklas
Rathnayaka, Achala R.
Raundrup, Katrine
Rebriev, Yury A.
Rikkinen, Jouko
Rogers, Hanna M.K.
Rogovsky, Andrey
Rozhkov, Yuri
Runnel, Kadri
Saarto, Annika
Savchenko, Anton
Schlegel, Markus
Schmidt, Niels Martin
Seibold, Sebastian
Skjøth, Carsten
Stengel, Elisa
Sutyrina, Svetlana V.
Syvänperä, Ilkka
Tedersoo, Leho
Timm, Jebidiah
Tipton, Laura
Toju, Hirokazu
Uscka-Perzanowska, Maria
van der Bank, Michelle
Herman van der Bank, F.
Vandenbrink, Bryan
Ventura, Stefano
Vignisson, Solvi R.
Wang, Xiaoyang
Weisser, Wolfgang W.
Wijesinghe, Subodini N.
Joseph Wright, S.
Yang, Chunyan
Yorou, Nourou S.
Young, Amanda
Yu, Douglas W.
Zakharov, Evgeny V.
Hebert, Paul D.N.
Roslin, Tomas
author_facet Ovaskainen, Otso
Abrego, Nerea
Furneaux, Brendan
Hardwick, Bess
Somervuo, Panu
Palorinne, Isabella
Andrew, Nigel R.
Babiy, Ulyana V.
Bao, Tan
Bazzano, Gisela
Bondarchuk, Svetlana N.
Bonebrake, Timothy C.
Brennan, Georgina L.
Bret-Harte, Syndonia
Bässler, Claus
Cagnolo, Luciano
Cameron, Erin K.
Chapurlat, Elodie
Creer, Simon
D’Acqui, Luigi P.
de Vere, Natasha
Desprez-Loustau, Marie Laure
Dongmo, Michel A.K.
Dyrholm Jacobsen, Ida B.
Fisher, Brian L.
Flores de Jesus, Miguel
Gilbert, Gregory S.
Griffith, Gareth W.
Gritsuk, Anna A.
Gross, Andrin
Grudd, Håkan
Halme, Panu
Hanna, Rachid
Hansen, Jannik
Hansen, Lars Holst
Hegbe, Apollon D.M.T.
Hill, Sarah
Hogg, Ian D.
Hultman, Jenni
Hyde, Kevin D.
Hynson, Nicole A.
Ivanova, Natalia
Karisto, Petteri
Kerdraon, Deirdre
Knorre, Anastasia
Krisai-Greilhuber, Irmgard
Kurhinen, Juri
Kuzmina, Masha
Lecomte, Nicolas
Lecomte, Erin
Loaiza, Viviana
Lundin, Erik
Meire, Alexander
Mešić, Armin
Miettinen, Otto
Monkhause, Norman
Mortimer, Peter
Müller, Jörg
Nilsson, R. Henrik
Nonti, Puani Yannick C.
Nordén, Jenni
Nordén, Björn
Paz, Claudia
Pellikka, Petri
Pereira, Danilo
Petch, Geoff
Pitkänen, Juha Matti
Popa, Flavius
Potter, Caitlin
Purhonen, Jenna
Pätsi, Sanna
Rafiq, Abdullah
Raharinjanahary, Dimby
Rakos, Niklas
Rathnayaka, Achala R.
Raundrup, Katrine
Rebriev, Yury A.
Rikkinen, Jouko
Rogers, Hanna M.K.
Rogovsky, Andrey
Rozhkov, Yuri
Runnel, Kadri
Saarto, Annika
Savchenko, Anton
Schlegel, Markus
Schmidt, Niels Martin
Seibold, Sebastian
Skjøth, Carsten
Stengel, Elisa
Sutyrina, Svetlana V.
Syvänperä, Ilkka
Tedersoo, Leho
Timm, Jebidiah
Tipton, Laura
Toju, Hirokazu
Uscka-Perzanowska, Maria
van der Bank, Michelle
Herman van der Bank, F.
Vandenbrink, Bryan
Ventura, Stefano
Vignisson, Solvi R.
Wang, Xiaoyang
Weisser, Wolfgang W.
Wijesinghe, Subodini N.
Joseph Wright, S.
Yang, Chunyan
Yorou, Nourou S.
Young, Amanda
Yu, Douglas W.
Zakharov, Evgeny V.
Hebert, Paul D.N.
Roslin, Tomas
author_sort Ovaskainen, Otso
title Global Spore Sampling Project : A global, standardized dataset of airborne fungal DNA
title_short Global Spore Sampling Project : A global, standardized dataset of airborne fungal DNA
title_full Global Spore Sampling Project : A global, standardized dataset of airborne fungal DNA
title_fullStr Global Spore Sampling Project : A global, standardized dataset of airborne fungal DNA
title_full_unstemmed Global Spore Sampling Project : A global, standardized dataset of airborne fungal DNA
title_sort global spore sampling project : a global, standardized dataset of airborne fungal dna
publisher Nature Publishing Group
publishDate 2024
url http://hdl.handle.net/10138/577342
genre Polar Science
Polar Science
genre_facet Polar Science
Polar Science
op_relation 10.1038/s41597-024-03410-0
We acknowledge Hanna Aho, Julian Frietsch, Tuomas Kankaanp\u00E4\u00E4, Janne Koskinen, Terrance McDermott, Evgeniy Meyke, Mwadime Mjomba, Pascal A. Niklaus, T\u00E4he Helk Rosenvald, Gilles Saint-Jean, Mikko Tiusanen, Helena Wirta, Veronika Zengerer, and several UCSC students for their contributions in data sampling and for many kinds of technical assistance. This study was supported by funding from Academy of Finland (grant no. 336212, 345110, 322266, 335354), the European Research Council (ERC) under the European Union\u2019s Horizon 2020 research and innovation programme (grant agreement No 856506; ERC-synergy project LIFEPLAN), EU Horizon 2020 project INTERACT, under grant agreements no. 730938 and 871120, Jane and Aatos Erkko Foundation, Research Council of Norway through its Centres of Excellence Funding Scheme (223257), Estonian Research Council (grant no. PRG1170, PRG632), FORMAS (grant no. 215-2011-498, 226-2014-1109), Polar Knowledge Canada, Natural Sciences and Engineering Research Council of Canada (NSERC Discovery grant to NL), Bruce McDonald, Natural Environment Research Council (NERC) U.K. (grant no. NE/N001710/1, NE/N002431/1), BBSRC (grant no. BB/L012286/1), Novo Nordisk Foundation (Project ID NNF22OC0071701), Austrian ministry of Science (the ABOL-HRSM project), municipality of Vienna (division Environmental protection), the Southern Scientific Centre RAS (project no. 122020100332-8), the Croatian Science Foundation under the project FunMed (grant no. HRZZ-IP-2022-10-5219), the US National Science Foundation (grant no. DEB-1655896, DEB-1655076, DEB-1932467), the Pepper-Giberson Chair Fund, the National Science Foundation of China (grant no. 41761144055, 41771063), Dirigibile Italia Station, Institute of Polar Science (ISP) - National Research Council (CNR), S\u00E3o Paulo Research Foundation (FAPESP 2016/25197-0) and Legado das \u00C1guas-Brazil, Hong Kong\u2019s Research Grants Council (General Research Fund 17118317), the Norwegian Institute for Nature Research (NINA), the Canada Research Chair program, the International Institute of Tropical Agriculture, the Mushroom Research Foundation (MRF), Thailand, the Swedish Research Council\u2019s support (grant no. 4.3-2021-00164) to SITES and Abisko Scientific Research Station, the Danish Environmental Protection Agency, and the Italian National Biodiversity Future Center (MUR-PNRR, Mission 4.2. Investment 1.4, Project CN00000033).
Ovaskainen , O , Abrego , N , Furneaux , B , Hardwick , B , Somervuo , P , Palorinne , I , Andrew , N R , Babiy , U V , Bao , T , Bazzano , G , Bondarchuk , S N , Bonebrake , T C , Brennan , G L , Bret-Harte , S , Bässler , C , Cagnolo , L , Cameron , E K , Chapurlat , E , Creer , S , D’Acqui , L P , de Vere , N , Desprez-Loustau , M L , Dongmo , M A K , Dyrholm Jacobsen , I B , Fisher , B L , Flores de Jesus , M , Gilbert , G S , Griffith , G W , Gritsuk , A A , Gross , A , Grudd , H , Halme , P , Hanna , R , Hansen , J , Hansen , L H , Hegbe , A D M T , Hill , S , Hogg , I D , Hultman , J , Hyde , K D , Hynson , N A , Ivanova , N , Karisto , P , Kerdraon , D , Knorre , A , Krisai-Greilhuber , I , Kurhinen , J , Kuzmina , M , Lecomte , N , Lecomte , E , Loaiza , V , Lundin , E , Meire , A , Mešić , A , Miettinen , O , Monkhause , N , Mortimer , P , Müller , J , Nilsson , R H , Nonti , P Y C , Nordén , J , Nordén , B , Paz , C , Pellikka , P , Pereira , D , Petch , G , Pitkänen , J M , Popa , F , Potter , C , Purhonen , J , Pätsi , S , Rafiq , A , Raharinjanahary , D , Rakos , N , Rathnayaka , A R , Raundrup , K , Rebriev , Y A , Rikkinen , J , Rogers , H M K , Rogovsky , A , Rozhkov , Y , Runnel , K , Saarto , A , Savchenko , A , Schlegel , M , Schmidt , N M , Seibold , S , Skjøth , C , Stengel , E , Sutyrina , S V , Syvänperä , I , Tedersoo , L , Timm , J , Tipton , L , Toju , H , Uscka-Perzanowska , M , van der Bank , M , Herman van der Bank , F , Vandenbrink , B , Ventura , S , Vignisson , S R , Wang , X , Weisser , W W , Wijesinghe , S N , Joseph Wright , S , Yang , C , Yorou , N S , Young , A , Yu , D W , Zakharov , E V , Hebert , P D N & Roslin , T 2024 , ' Global Spore Sampling Project : A global, standardized dataset of airborne fungal DNA ' , Scientific data , vol. 11 , no. 1 , 561 . https://doi.org/10.1038/s41597-024-03410-0
ORCID: /0000-0001-7502-710X/work/161720559
ORCID: /0000-0002-2957-4791/work/161720947
ORCID: /0000-0002-4615-6639/work/161723459
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spelling ftunivhelsihelda:oai:helda.helsinki.fi:10138/577342 2024-09-09T20:04:28+00:00 Global Spore Sampling Project : A global, standardized dataset of airborne fungal DNA Ovaskainen, Otso Abrego, Nerea Furneaux, Brendan Hardwick, Bess Somervuo, Panu Palorinne, Isabella Andrew, Nigel R. Babiy, Ulyana V. Bao, Tan Bazzano, Gisela Bondarchuk, Svetlana N. Bonebrake, Timothy C. Brennan, Georgina L. Bret-Harte, Syndonia Bässler, Claus Cagnolo, Luciano Cameron, Erin K. Chapurlat, Elodie Creer, Simon D’Acqui, Luigi P. de Vere, Natasha Desprez-Loustau, Marie Laure Dongmo, Michel A.K. Dyrholm Jacobsen, Ida B. Fisher, Brian L. Flores de Jesus, Miguel Gilbert, Gregory S. Griffith, Gareth W. Gritsuk, Anna A. Gross, Andrin Grudd, Håkan Halme, Panu Hanna, Rachid Hansen, Jannik Hansen, Lars Holst Hegbe, Apollon D.M.T. Hill, Sarah Hogg, Ian D. Hultman, Jenni Hyde, Kevin D. Hynson, Nicole A. Ivanova, Natalia Karisto, Petteri Kerdraon, Deirdre Knorre, Anastasia Krisai-Greilhuber, Irmgard Kurhinen, Juri Kuzmina, Masha Lecomte, Nicolas Lecomte, Erin Loaiza, Viviana Lundin, Erik Meire, Alexander Mešić, Armin Miettinen, Otto Monkhause, Norman Mortimer, Peter Müller, Jörg Nilsson, R. Henrik Nonti, Puani Yannick C. Nordén, Jenni Nordén, Björn Paz, Claudia Pellikka, Petri Pereira, Danilo Petch, Geoff Pitkänen, Juha Matti Popa, Flavius Potter, Caitlin Purhonen, Jenna Pätsi, Sanna Rafiq, Abdullah Raharinjanahary, Dimby Rakos, Niklas Rathnayaka, Achala R. Raundrup, Katrine Rebriev, Yury A. Rikkinen, Jouko Rogers, Hanna M.K. Rogovsky, Andrey Rozhkov, Yuri Runnel, Kadri Saarto, Annika Savchenko, Anton Schlegel, Markus Schmidt, Niels Martin Seibold, Sebastian Skjøth, Carsten Stengel, Elisa Sutyrina, Svetlana V. Syvänperä, Ilkka Tedersoo, Leho Timm, Jebidiah Tipton, Laura Toju, Hirokazu Uscka-Perzanowska, Maria van der Bank, Michelle Herman van der Bank, F. Vandenbrink, Bryan Ventura, Stefano Vignisson, Solvi R. Wang, Xiaoyang Weisser, Wolfgang W. Wijesinghe, Subodini N. Joseph Wright, S. Yang, Chunyan Yorou, Nourou S. Young, Amanda Yu, Douglas W. Zakharov, Evgeny V. Hebert, Paul D.N. Roslin, Tomas Organismal and Evolutionary Biology Research Programme Otso Ovaskainen / Principal Investigator Department of Agricultural Sciences Plant Production Sciences Faculty of Biological and Environmental Sciences The Academic Outreach Network Spatial Foodweb Ecology Group Department of Microbiology Helsinki Institute of Sustainability Science (HELSUS) Botany and Mycology Unit Department of Geosciences and Geography Plant Biology Teachers' Academy Viikki Plant Science Centre (ViPS) Lichens 2024-06-14T08:00:03Z 17 application/pdf http://hdl.handle.net/10138/577342 eng eng Nature Publishing Group 10.1038/s41597-024-03410-0 We acknowledge Hanna Aho, Julian Frietsch, Tuomas Kankaanp\u00E4\u00E4, Janne Koskinen, Terrance McDermott, Evgeniy Meyke, Mwadime Mjomba, Pascal A. Niklaus, T\u00E4he Helk Rosenvald, Gilles Saint-Jean, Mikko Tiusanen, Helena Wirta, Veronika Zengerer, and several UCSC students for their contributions in data sampling and for many kinds of technical assistance. This study was supported by funding from Academy of Finland (grant no. 336212, 345110, 322266, 335354), the European Research Council (ERC) under the European Union\u2019s Horizon 2020 research and innovation programme (grant agreement No 856506; ERC-synergy project LIFEPLAN), EU Horizon 2020 project INTERACT, under grant agreements no. 730938 and 871120, Jane and Aatos Erkko Foundation, Research Council of Norway through its Centres of Excellence Funding Scheme (223257), Estonian Research Council (grant no. PRG1170, PRG632), FORMAS (grant no. 215-2011-498, 226-2014-1109), Polar Knowledge Canada, Natural Sciences and Engineering Research Council of Canada (NSERC Discovery grant to NL), Bruce McDonald, Natural Environment Research Council (NERC) U.K. (grant no. NE/N001710/1, NE/N002431/1), BBSRC (grant no. BB/L012286/1), Novo Nordisk Foundation (Project ID NNF22OC0071701), Austrian ministry of Science (the ABOL-HRSM project), municipality of Vienna (division Environmental protection), the Southern Scientific Centre RAS (project no. 122020100332-8), the Croatian Science Foundation under the project FunMed (grant no. HRZZ-IP-2022-10-5219), the US National Science Foundation (grant no. DEB-1655896, DEB-1655076, DEB-1932467), the Pepper-Giberson Chair Fund, the National Science Foundation of China (grant no. 41761144055, 41771063), Dirigibile Italia Station, Institute of Polar Science (ISP) - National Research Council (CNR), S\u00E3o Paulo Research Foundation (FAPESP 2016/25197-0) and Legado das \u00C1guas-Brazil, Hong Kong\u2019s Research Grants Council (General Research Fund 17118317), the Norwegian Institute for Nature Research (NINA), the Canada Research Chair program, the International Institute of Tropical Agriculture, the Mushroom Research Foundation (MRF), Thailand, the Swedish Research Council\u2019s support (grant no. 4.3-2021-00164) to SITES and Abisko Scientific Research Station, the Danish Environmental Protection Agency, and the Italian National Biodiversity Future Center (MUR-PNRR, Mission 4.2. Investment 1.4, Project CN00000033). Ovaskainen , O , Abrego , N , Furneaux , B , Hardwick , B , Somervuo , P , Palorinne , I , Andrew , N R , Babiy , U V , Bao , T , Bazzano , G , Bondarchuk , S N , Bonebrake , T C , Brennan , G L , Bret-Harte , S , Bässler , C , Cagnolo , L , Cameron , E K , Chapurlat , E , Creer , S , D’Acqui , L P , de Vere , N , Desprez-Loustau , M L , Dongmo , M A K , Dyrholm Jacobsen , I B , Fisher , B L , Flores de Jesus , M , Gilbert , G S , Griffith , G W , Gritsuk , A A , Gross , A , Grudd , H , Halme , P , Hanna , R , Hansen , J , Hansen , L H , Hegbe , A D M T , Hill , S , Hogg , I D , Hultman , J , Hyde , K D , Hynson , N A , Ivanova , N , Karisto , P , Kerdraon , D , Knorre , A , Krisai-Greilhuber , I , Kurhinen , J , Kuzmina , M , Lecomte , N , Lecomte , E , Loaiza , V , Lundin , E , Meire , A , Mešić , A , Miettinen , O , Monkhause , N , Mortimer , P , Müller , J , Nilsson , R H , Nonti , P Y C , Nordén , J , Nordén , B , Paz , C , Pellikka , P , Pereira , D , Petch , G , Pitkänen , J M , Popa , F , Potter , C , Purhonen , J , Pätsi , S , Rafiq , A , Raharinjanahary , D , Rakos , N , Rathnayaka , A R , Raundrup , K , Rebriev , Y A , Rikkinen , J , Rogers , H M K , Rogovsky , A , Rozhkov , Y , Runnel , K , Saarto , A , Savchenko , A , Schlegel , M , Schmidt , N M , Seibold , S , Skjøth , C , Stengel , E , Sutyrina , S V , Syvänperä , I , Tedersoo , L , Timm , J , Tipton , L , Toju , H , Uscka-Perzanowska , M , van der Bank , M , Herman van der Bank , F , Vandenbrink , B , Ventura , S , Vignisson , S R , Wang , X , Weisser , W W , Wijesinghe , S N , Joseph Wright , S , Yang , C , Yorou , N S , Young , A , Yu , D W , Zakharov , E V , Hebert , P D N & Roslin , T 2024 , ' Global Spore Sampling Project : A global, standardized dataset of airborne fungal DNA ' , Scientific data , vol. 11 , no. 1 , 561 . https://doi.org/10.1038/s41597-024-03410-0 ORCID: /0000-0001-7502-710X/work/161720559 ORCID: /0000-0002-2957-4791/work/161720947 ORCID: /0000-0002-4615-6639/work/161723459 http://hdl.handle.net/10138/577342 cd8beb39-9bd7-42dc-81de-6b9be20fe7fd 38816458 85194993972 cc_by info:eu-repo/semantics/openAccess openAccess Ecology evolutionary biology Agronomy 11831 Plant biology 11832 Microbiology and virology Genetics developmental biology physiology Geosciences Environmental sciences Computer and information sciences Article publishedVersion 2024 ftunivhelsihelda 2024-06-18T14:26:52Z Novel methods for sampling and characterizing biodiversity hold great promise for re-evaluating patterns of life across the planet. The sampling of airborne spores with a cyclone sampler, and the sequencing of their DNA, have been suggested as an efficient and well-calibrated tool for surveying fungal diversity across various environments. Here we present data originating from the Global Spore Sampling Project, comprising 2,768 samples collected during two years at 47 outdoor locations across the world. Each sample represents fungal DNA extracted from 24 m3 of air. We applied a conservative bioinformatics pipeline that filtered out sequences that did not show strong evidence of representing a fungal species. The pipeline yielded 27,954 species-level operational taxonomic units (OTUs). Each OTU is accompanied by a probabilistic taxonomic classification, validated through comparison with expert evaluations. To examine the potential of the data for ecological analyses, we partitioned the variation in species distributions into spatial and seasonal components, showing a strong effect of the annual mean temperature on community composition. Peer reviewed Article in Journal/Newspaper Polar Science Polar Science HELDA – University of Helsinki Open Repository