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Research data keyboard_double_arrow_right Dataset 2022 NetherlandsPublisher:Wageningen University Tedersoo, Leho; Mikryukov, Vladimir; Zizka, Alexander; Bahram, Mohammad; Hagh-Doust, Niloufar; Anslan, Sten; Prylutskyi, Oleh; Delgado-Baquerizo, Manuel; Maestre, Fernando T.; Pärn, Jaan; Öpik, Maarja; Moora, Mari; Zobel, Martin; Espenberg, Mikk; Mander, Ülo; Khalid, Abdul Nasir; Corrales, Adriana; Agan, Ahto; Vasco-Palacios, Aída M.; Saitta, Alessandro; Rinaldi, Andrea C.; Verbeken, Annemieke; Sulistyo, Bobby P.; Tamgnoue, Boris; Furneaux, Brendan; Ritter, Camila Duarte; Nyamukondiwa, Casper; Sharp, Cathy; Marín, César; Gohar, Daniyal; Klavina, Darta; Sharmah, Dipon; Dai, Dong Qin; Nouhra, Eduardo; Biersma, Elisabeth Machteld; Rähn, Elisabeth; Cameron, Erin K.; De Crop, Eske; Otsing, Eveli; Davydov, Evgeny A.; Albornoz, Felipe E.; Brearley, Francis Q.; Buegger, Franz; Zahn, Geoffrey; Bonito, Gregory; Hiiesalu, Inga; Barrio, Isabel C.; Heilmann-Clausen, Jacob; Ankuda, Jelena; Kupagme, John Y.; Maciá-Vicente, Jose G.; Fovo, Joseph Djeugap; Geml, József; Alatalo, Juha M.; Alvarez-Manjarrez, Julieta; Põldmaa, Kadri; Runnel, Kadri; Adamson, Kalev; Bråthen, Kari Anne; Pritsch, Karin; Tchan, Kassim I.; Armolaitis, Kęstutis; Hyde, Kevin D.; Newsham, Kevin K.; Panksep, Kristel; Lateef, Adebola A.; Tiirmann, Liis; Hansson, Linda; Lamit, Louis J.; Saba, Malka; Tuomi, Maria; Gryzenhout, Marieka; Bauters, Marijn; Piepenbring, Meike; Wijayawardene, Nalin; Yorou, Nourou S.; Kurina, Olavi; Mortimer, Peter E.; Meidl, Peter; Kohout, Petr; Nilsson, Rolf Henrik; Puusepp, Rasmus; Drenkhan, Rein; Garibay-Orijel, Roberto; Godoy, Roberto; Alkahtani, Saad; Rahimlou, Saleh; Dudov, Sergey V.; Põlme, Sergei; Ghosh, Soumya; Mundra, Sunil; Ahmed, Talaat; Netherway, Tarquin; Henkel, Terry W.; Roslin, Tomas; Nteziryayo, Vincent; Fedosov, Vladimir E.; Onipchenko, Vladimir G.; Erandi Yasanthika, W.A.; Lim, Young Woon; Soudzilovskaia, Nadejda A.; Antonelli, Alexandre; Kõljalg, Urmas; Abarenkov, Kessy;This repository contains additional data associated to Tedersoo et al. (2022) (https://doi.org/10.1111/gcb.16398).This repository contains those data necessary to rerun the superecoregion design and the endemicity analyses as well as vector maps on the endemicity and OTU richness of individual superecoregions. Further data associated with the same publication, regarding the vulnerability analysis, can be found here: 10.5281/zenodo.6983158. input.zip - Input data needed to run the analysis scripts provided [here](https://github.com/Mycology-Microbiology-Center/Fungal_Endemicity_and_Vulnerability/superecoregions_and_endemicity). The entire folder is to be copied in the working directory to run the pipeline. output.zip - Further data needed to run the analysis scripts provided [here](https://github.com/Mycology-Microbiology-Center/Fungal_Endemicity_and_Vulnerability/superecoregions_and_endemicity). The entire folder is to be copied in the working directory to run the pipeline. maps_otu_numbers_and_se_characteristics - vector maps of the superecoregions and the number of OTUs and endemic OTUs per region for different functional groups maps_traits_endemism - vector maps of endemicity indices per region f different functional groups 01_super_Ecoregions_numbers.pdf - vector map of the superecoregions used in the study numbered from 1 - 174. legend_01_super_ecoregions_numbers.csv - legend with superecoregion names for 01_super_Ecoregions_numbers.pdf. super_eoregions_results - Superecoregions with number of OTUs, number of endemic OTUs and endemicity indices in R data format, for further analyses and visualization super_ecoregions.shp - Superecoregions with number of OTUs, number of endemic OTUs and endemicity indices as shape file, for further analyses and visualization This repository contains additional data associated to Tedersoo et al. (2022) (https://doi.org/10.1111/gcb.16398).This repository contains those data necessary to rerun the superecoregion design and the endemicity analyses as well as vector maps on the endemicity and OTU richness of individual superecoregions. Further data associated with the same publication, regarding the vulnerability analysis, can be found here: 10.5281/zenodo.6983158.
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For further information contact us at helpdesk@openaire.euResearch data keyboard_double_arrow_right Dataset 2022 NetherlandsPublisher:Zenodo Funded by:EC | LIFEPLAN, EC | BIODESERTEC| LIFEPLAN ,EC| BIODESERTTedersoo, Leho; Mikryukov, Vladimir; Zizka, Alexander; Bahram, Mohammad; Hagh-Doust, Niloufar; Anslan, Sten; Prylutskyi, Oleh; Delgado-Baquerizo, Manuel; Maestre, Fernando T.; Pärn, Jaan; Öpik, Maarja; SOUDZILOVSKAIA, Nadejda; SOUDZILOVSKAIA, Nadejda; SOUDZILOVSKAIA, Nadejda; SOUDZILOVSKAIA, Nadejda; Antonelli, Alexandre; Kõljalg, Urmas; Abarenkov, Kessy; Moora, Mari; Zobel, Martin; Espenberg, Mikk; Mander, Ülo; Khalid, Abdul Nasir; Corrales, Adriana; Agan, Ahto; Vasco-Palacios, Aída-M.; Saitta, Alessandro; Rinaldi, Andrea C.; Verbeken, Annemieke; Sulistyo, Bobby P.; Tamgnoue, Boris; Furneaux, Brendan; Ritter, Camila Duarte; Nyamukondiwa, Casper; Sharp, Cathy; Marín, César; Gohar, Daniyal; Klavina, Darta; Sharmah, Dipon; Dai, Dong Qin; Nouhra, Eduardo; Biersma, Elisabeth Machteld; Rähn, Elisabeth; Cameron, Erin K.; De Crop, Eske; Otsing, Eveli; Davydov, Evgeny A.; Albornoz, Felipe E.; Brearley, Francis Q.; Buegger, Franz; Zahn, Geoffrey; Bonito, Gregory; Hiiesalu, Inga; Barrio, Isabel C.; Heilmann-Clausen, Jacob; Ankuda, Jelena; Kupagme, John Y.; Maciá-Vicente, Jose G.; Fovo, Joseph Djeugap; Geml, József; Alatalo, Juha M.; Alvarez-Manjarrez, Julieta; Põldmaa, Kadri; Runnel, Kadri; Adamson, Kalev; Bråthen, Kari Anne; Pritsch, Karin; Tchan, Kassim I.; Armolaitis, Kęstutis; Hyde, Kevin D.; Newsham, Kevin K.; Panksep, Kristel; Lateef, Adebola A.; Tiirmann, Liis; Hansson, Linda; Lamit, Louis J.; Saba, Malka; Tuomi, Maria; Gryzenhout, Marieka; Bauters, Marijn; Piepenbring, Meike; Wijayawardene, Nalin; Yorou, Nourou S; Kurina, Olavi; Mortimer, Peter E.; Meidl, Peter; Kohout, Petr; Nilsson, Henrik R.; Puusepp, Rasmus; Drenkhan, Rein; Garibay-Orijel, Roberto; Godoy, Roberto; Alkahtani, Saad; Rahimlou, Saleh; Dudov, Sergey V.; Põlme, Sergei; Ghosh, Soumya; Mundra, Sunil; Ahmed, Talaat; Netherway, Tarquin; Henkel, Terry W.; Roslin, Tomas; Nteziryayo, Vincent; Fedosov, Vladimir E.; Onipchenko, Vladimir G.; Yasanthika, W. A. Erandi; Lim, Young Woon; Tedersoo, Leho; Tedersoo, Leho;handle: 1942/40339
This repository contains the data associated with the paper Tedersoo et al. (2022) Global patterns in endemicity and vulnerability of soil fungi // Global Change Biology. DOI:10.1111/gcb.16398 Fungi are highly diverse organisms and provide a wealth of ecosystem functions. However, distribution patterns and conservation needs of fungi have been very little explored compared to charismatic animals and plants. Here we assess endemicity patterns, global change vulnerability and conservation priority areas for functional groups of soil fungi based on six global surveys using a high-resolution, long-read metabarcoding approach. Endemicity of all fungi and most functional groups peaks in tropical habitats, including Amazonia, Yucatan, West-Central Africa, Sri Lanka and New Caledonia, with a negligible island effect compared with plants and animals. We also found that fungi are vulnerable mostly to drought, heat and land cover change, particularly in dry tropical regions with high human population density. Fungal conservation areas of highest priority include herbaceous wetlands, tropical forests and woodlands. We suggest that there should be more attention focused on the conservation of fungi, especially tropical root symbiotic arbuscular mycorrhizal and ectomycorrhizal fungi, unicellular early-diverging groups and macrofungi in general. Given the low overlap between endemicity of fungi and macroorganisms, but high matching in conservation needs, detailed analyses on distribution and conservation requirements are warranted for other microorganisms and soil organisms in general. This repository contains the following data associated with the publication: Supplementary tables S1 - S6 (`Tables_S1-S6.xlsx`): - Table S1. Definition of ecoregions and assignment of samples to ecoregions - Table S2. GSMc dataset used for endemicity analyses - Table S3. Dataset used for modeling endemicity values - Table S4. Dataset used for calculating and mapping vulnerability scores - Table S5. Dataset used for calculating and mapping conservation value - Table S6. Additional funding sources by authors OTU distribution by samples and ecoregions (`Data_taxon_assignment_to ecoregions.xlsx`) Gridded maps: Conservation priorities for all fungi and fungal groups - ConservationPriority_AllFungi.tif - ConservationPriority_AM.tif - ConservationPriority_EcM.tif - ConservationPriority_Moulds.tif - ConservationPriority_NonEcMAgaricomycetes.tif - ConservationPriority_OHPs.tif - ConservationPriority_Pathogens.tif - ConservationPriority_Unicellular.tif - ConservationPriority_Yeasts.tif The average vulnerability of all fungi and fungal groups and the model uncertainty estimates - AverageVulnerability_AllFungi.tif - AverageVulnerability_AM.tif - AverageVulnerability_EcM.tif - AverageVulnerability_Moulds.tif - AverageVulnerability_NonEcMAgaricomycetes.tif - AverageVulnerability_OHPs.tif - AverageVulnerability_Pathogens.tif - AverageVulnerabilityUncertainty_AllFungi.tif - AverageVulnerabilityUncertainty_AM.tif - AverageVulnerabilityUncertainty_EcM.tif - AverageVulnerabilityUncertainty_Moulds.tif - AverageVulnerabilityUncertainty_NonEcMAgaricomycetes.tif - AverageVulnerabilityUncertainty_OHPs.tif - AverageVulnerabilityUncertainty_Pathogens.tif - AverageVulnerabilityUncertainty_Unicellular.tif - AverageVulnerabilityUncertainty_Yeasts.tif - AverageVulnerability_Unicellular.tif - AverageVulnerability_Yeasts.tif The relative importance of predicted vulnerability of all fungi - RelativeImportanceOfVulnerability_AllFungi.tif Vulnerability to drought, heat, and land cover change for all fungi - Vulnerability_AllFungi_Heat-Drought-LandCoverChange.tif - VulnerabilityUncertainty_AllFungi_Heat-Drought-LandCoverChange.tif Human footprint index based on the Land-Use Harmonisation (LUH2; Hurtt et al., 2020, doi:10.5194/gmd-13-5425-2020) - `LandCoverChange_1960-2015.tif` MD5 checksums for all files (`MD5.md5`) Fungal groups: - AM, arbuscular mycorrhizal fungi (including all Glomeromycota but excluding all Endogonomycetes) - EcM, ectomycorrhizal fungi (excluding dubious lineages) - NonEcMAgaricomycetes, non-EcM Agaricomycetes (mostly saprotrophic fungi with usually macroscopic fruiting bodies) - Moulds (including Mortierellales, Mucorales, Umbelopsidales and Aspergillaceae and Trichocomaceae of Eurotiales and Trichoderma of Hypocreales) - Putative pathogens (including plant, animal and fungal pathogens as primary or secondary lifestyles) - OHPs, opportunistic human parasites (excluding Mortierellales) - Yeasts (excluding dimorphic yeasts) - Unicellular, other unicellular (non-yeast) fungi (including chytrids, aphids, rozellids and other early-diverging fungal lineages) Detailed processing steps can be found here: https://github.com/Mycology-Microbiology-Center/Fungal_Endemicity_and_Vulnerability This repository contains the data associated with the paper Tedersoo et al. (2022) Global patterns in endemicity and vulnerability of soil fungi // Global Change Biology. DOI:10.1111/gcb.16398 Fungi are highly diverse organisms and provide a wealth of ecosystem functions. However, distribution patterns and conservation needs of fungi have been very little explored compared to charismatic animals and plants. Here we assess endemicity patterns, global change vulnerability and conservation priority areas for functional groups of soil fungi based on six global surveys using a high-resolution, long-read metabarcoding approach. Endemicity of all fungi and most functional groups peaks in tropical habitats, including Amazonia, Yucatan, West-Central Africa, Sri Lanka and New Caledonia, with a negligible island effect compared with plants and animals. We also found that fungi are vulnerable mostly to drought, heat and land cover change, particularly in dry tropical regions with high human population density. Fungal conservation areas of highest priority include herbaceous wetlands, tropical forests and woodlands. We suggest that there should be more attention focused on the conservation of fungi, especially tropical root symbiotic arbuscular mycorrhizal and ectomycorrhizal fungi, unicellular early-diverging groups and macrofungi in general. Given the low overlap between endemicity of fungi and macroorganisms, but high matching in conservation needs, detailed analyses on distribution and conservation requirements are warranted for other microorganisms and soil organisms in general.
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For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2022 Spain, Belgium, United Kingdom, Qatar, Qatar, United Kingdom, Sweden, Italy, Netherlands, United Kingdom, Belgium, Denmark, Norway, Netherlands, Spain, Germany, Spain, United KingdomPublisher:Wiley Funded by:EC | BIODESERT, EC | LIFEPLANEC| BIODESERT ,EC| LIFEPLANTedersoo, Leho; Mikryukov, Vladimir; Zizka, Alexander; Bahram, Mohammad; Hagh-Doust, Niloufar; Anslan, Sten; Prylutskyi, Oleh; Delgado-Baquerizo, Manuel; Maestre, Fernando T.; Pärn, Jaan; Öpik, Maarja; Moora, Mari; Zobel, Martin; Espenberg, Mikk; Mander, Ülo; Khalid, Abdul Nasir; Corrales, Adriana; Agan, Ahto; Vasco-Palacios, Aída-M.; Saitta, Alessandro; Rinaldi, Andrea C.; Verbeken, Annemieke; Sulistyo, Bobby P.; Tamgnoue, Boris; Furneaux, Brendan; Ritter, Camila Duarte; Nyamukondiwa, Casper; Sharp, Cathy; Marín, César; Gohar, Daniyal; Klavina, Darta; Sharmah, Dipon; Dai, Dong Qin; Nouhra, Eduardo; Biersma, Elisabeth Machteld; Rähn, Elisabeth; Cameron, Erin K.; De Crop, Eske; Otsing, Eveli; Davydov, Evgeny A.; Albornoz, Felipe E.; Brearley, Francis Q.; Buegger, Franz; Zahn, Geoffrey; Bonito, Gregory; Hiiesalu, Inga; Barrio, Isabel C.; Heilmann-Clausen, Jacob; Ankuda, Jelena; Kupagme, John Y.; Maciá-Vicente, Jose G.; Djeugap Fovo, Joseph; Geml, József; Alatalo, Juha M.; Alvarez-Manjarrez, Julieta; Põldmaa, Kadri; Runnel, Kadri; Adamson, Kalev; Bråthen, Kari Anne; Pritsch, Karin; Tchan, Kassim I.; Armolaitis, Kęstutis; Hyde, Kevin D.; Newsham, Kevin K.; Panksep, Kristel; Lateef, Adebola A.; Tiirmann, Liis; Hansson, Linda; Lamit, Louis J.; Saba, Malka; Tuomi, Maria; Gryzenhout, Marieka; Bauters, Marijn; Piepenbring, Meike; Wijayawardene, Nalin; Yorou, Nourou S.; Kurina, Olavi; Mortimer, Peter E.; Meidl, Peter; Kohout, Petr; Nilsson, R. Henrik; Puusepp, Rasmus; Drenkhan, Rein; Garibay-Orijel, Roberto; Godoy, Roberto; Alkahtani, Saad; Rahimlou, Saleh; Dudov, Sergey V.; Põlme, Sergei; Ghosh, Soumya; Mundra, Sunil; Ahmed, Talaat; Netherway, Tarquin; Henkel, Terry W.; Roslin, Tomas; Nteziryayo, Vincent; Fedosov, Vladimir E.; Onipchenko, Vladimir G.; Yasanthika, W.A. Erandi; Lim, Young Woon; Soudzilovskaia, Nadejda A.; Antonelli, Alexandre; Kõljalg, Urmas; Abarenkov, Kessy;doi: 10.1111/gcb.16398 , 10.60692/3kpvp-f6v40 , 10.60692/pt973-hdd22 , 10.60692/dyqn2-f5v60 , 10.60692/sfjrq-25n71 , 10.60692/9j3bk-kdq11 , 10.60692/87b8y-5vv56
pmid: 36056462
pmc: PMC9826061
handle: 10037/27530 , 10261/280731 , 10576/40043 , 11584/347819 , 1942/38645 , 1854/LU-01GMAVY50KHK1TGF2CSQ3B2ATF , 1959.7/uws:73751 , 2164/19582
doi: 10.1111/gcb.16398 , 10.60692/3kpvp-f6v40 , 10.60692/pt973-hdd22 , 10.60692/dyqn2-f5v60 , 10.60692/sfjrq-25n71 , 10.60692/9j3bk-kdq11 , 10.60692/87b8y-5vv56
pmid: 36056462
pmc: PMC9826061
handle: 10037/27530 , 10261/280731 , 10576/40043 , 11584/347819 , 1942/38645 , 1854/LU-01GMAVY50KHK1TGF2CSQ3B2ATF , 1959.7/uws:73751 , 2164/19582
AbstractFungi are highly diverse organisms, which provide multiple ecosystem services. However, compared with charismatic animals and plants, the distribution patterns and conservation needs of fungi have been little explored. Here, we examined endemicity patterns, global change vulnerability and conservation priority areas for functional groups of soil fungi based on six global surveys using a high‐resolution, long‐read metabarcoding approach. We found that the endemicity of all fungi and most functional groups peaks in tropical habitats, including Amazonia, Yucatan, West‐Central Africa, Sri Lanka, and New Caledonia, with a negligible island effect compared with plants and animals. We also found that fungi are predominantly vulnerable to drought, heat and land‐cover change, particularly in dry tropical regions with high human population density. Fungal conservation areas of highest priority include herbaceous wetlands, tropical forests, and woodlands. We stress that more attention should be focused on the conservation of fungi, especially root symbiotic arbuscular mycorrhizal and ectomycorrhizal fungi in tropical regions as well as unicellular early‐diverging groups and macrofungi in general. Given the low overlap between the endemicity of fungi and macroorganisms, but high conservation needs in both groups, detailed analyses on distribution and conservation requirements are warranted for other microorganisms and soil organisms.
NERC Open Research A... arrow_drop_down Aberdeen University Research Archive (AURA)Article . 2022License: CC BYFull-Text: https://hdl.handle.net/2164/19582Data sources: Bielefeld Academic Search Engine (BASE)Recolector de Ciencia Abierta, RECOLECTAArticle . 2022 . Peer-reviewedData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022Data sources: Recolector de Ciencia Abierta, RECOLECTAQatar University Institutional RepositoryArticle . 2022Data sources: Qatar University Institutional RepositoryCopenhagen University Research Information SystemArticle . 2022Data sources: Copenhagen University Research Information SystemPublication Server of Helmholtz Zentrum München (PuSH)Article . 2022Data sources: Publication Server of Helmholtz Zentrum München (PuSH)e-space at Manchester Metropolitan UniversityArticle . 2022Data sources: e-space at Manchester Metropolitan UniversityPublikationer från Uppsala UniversitetArticle . 2022 . Peer-reviewedData sources: Publikationer från Uppsala UniversitetWageningen Staff PublicationsArticle . 2022License: CC BYData sources: Wageningen Staff PublicationsDigitala Vetenskapliga Arkivet - Academic Archive On-lineArticle . 2022 . Peer-reviewedMunin - Open Research ArchiveArticle . 2022 . Peer-reviewedLicense: CC BYData sources: Munin - Open Research ArchiveRepositorio Institucional de la Universidad de AlicanteArticle . 2022Data sources: Repositorio Institucional de la Universidad de AlicanteUniversity of Copenhagen: ResearchArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)University of Western Sydney (UWS): Research DirectArticle . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Ghent University Academic BibliographyArticle . 2022Data sources: Ghent University Academic BibliographyAberdeen University Research Archive (AURA)Article . 2022Data sources: Bielefeld Academic Search Engine (BASE)Qatar University: QU Institutional RepositoryArticleData sources: Bielefeld Academic Search Engine (BASE)Natural Environment Research Council: NERC Open Research ArchiveArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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visibility 419visibility views 419 download downloads 148 Powered bymore_vert NERC Open Research A... arrow_drop_down Aberdeen University Research Archive (AURA)Article . 2022License: CC BYFull-Text: https://hdl.handle.net/2164/19582Data sources: Bielefeld Academic Search Engine (BASE)Recolector de Ciencia Abierta, RECOLECTAArticle . 2022 . Peer-reviewedData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022Data sources: Recolector de Ciencia Abierta, RECOLECTAQatar University Institutional RepositoryArticle . 2022Data sources: Qatar University Institutional RepositoryCopenhagen University Research Information SystemArticle . 2022Data sources: Copenhagen University Research Information SystemPublication Server of Helmholtz Zentrum München (PuSH)Article . 2022Data sources: Publication Server of Helmholtz Zentrum München (PuSH)e-space at Manchester Metropolitan UniversityArticle . 2022Data sources: e-space at Manchester Metropolitan UniversityPublikationer från Uppsala UniversitetArticle . 2022 . Peer-reviewedData sources: Publikationer från Uppsala UniversitetWageningen Staff PublicationsArticle . 2022License: CC BYData sources: Wageningen Staff PublicationsDigitala Vetenskapliga Arkivet - Academic Archive On-lineArticle . 2022 . Peer-reviewedMunin - Open Research ArchiveArticle . 2022 . Peer-reviewedLicense: CC BYData sources: Munin - Open Research ArchiveRepositorio Institucional de la Universidad de AlicanteArticle . 2022Data sources: Repositorio Institucional de la Universidad de AlicanteUniversity of Copenhagen: ResearchArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)University of Western Sydney (UWS): Research DirectArticle . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Ghent University Academic BibliographyArticle . 2022Data sources: Ghent University Academic BibliographyAberdeen University Research Archive (AURA)Article . 2022Data sources: Bielefeld Academic Search Engine (BASE)Qatar University: QU Institutional RepositoryArticleData sources: Bielefeld Academic Search Engine (BASE)Natural Environment Research Council: NERC Open Research ArchiveArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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Research data keyboard_double_arrow_right Dataset 2022 NetherlandsPublisher:Wageningen University Tedersoo, Leho; Mikryukov, Vladimir; Zizka, Alexander; Bahram, Mohammad; Hagh-Doust, Niloufar; Anslan, Sten; Prylutskyi, Oleh; Delgado-Baquerizo, Manuel; Maestre, Fernando T.; Pärn, Jaan; Öpik, Maarja; Moora, Mari; Zobel, Martin; Espenberg, Mikk; Mander, Ülo; Khalid, Abdul Nasir; Corrales, Adriana; Agan, Ahto; Vasco-Palacios, Aída M.; Saitta, Alessandro; Rinaldi, Andrea C.; Verbeken, Annemieke; Sulistyo, Bobby P.; Tamgnoue, Boris; Furneaux, Brendan; Ritter, Camila Duarte; Nyamukondiwa, Casper; Sharp, Cathy; Marín, César; Gohar, Daniyal; Klavina, Darta; Sharmah, Dipon; Dai, Dong Qin; Nouhra, Eduardo; Biersma, Elisabeth Machteld; Rähn, Elisabeth; Cameron, Erin K.; De Crop, Eske; Otsing, Eveli; Davydov, Evgeny A.; Albornoz, Felipe E.; Brearley, Francis Q.; Buegger, Franz; Zahn, Geoffrey; Bonito, Gregory; Hiiesalu, Inga; Barrio, Isabel C.; Heilmann-Clausen, Jacob; Ankuda, Jelena; Kupagme, John Y.; Maciá-Vicente, Jose G.; Fovo, Joseph Djeugap; Geml, József; Alatalo, Juha M.; Alvarez-Manjarrez, Julieta; Põldmaa, Kadri; Runnel, Kadri; Adamson, Kalev; Bråthen, Kari Anne; Pritsch, Karin; Tchan, Kassim I.; Armolaitis, Kęstutis; Hyde, Kevin D.; Newsham, Kevin K.; Panksep, Kristel; Lateef, Adebola A.; Tiirmann, Liis; Hansson, Linda; Lamit, Louis J.; Saba, Malka; Tuomi, Maria; Gryzenhout, Marieka; Bauters, Marijn; Piepenbring, Meike; Wijayawardene, Nalin; Yorou, Nourou S.; Kurina, Olavi; Mortimer, Peter E.; Meidl, Peter; Kohout, Petr; Nilsson, Rolf Henrik; Puusepp, Rasmus; Drenkhan, Rein; Garibay-Orijel, Roberto; Godoy, Roberto; Alkahtani, Saad; Rahimlou, Saleh; Dudov, Sergey V.; Põlme, Sergei; Ghosh, Soumya; Mundra, Sunil; Ahmed, Talaat; Netherway, Tarquin; Henkel, Terry W.; Roslin, Tomas; Nteziryayo, Vincent; Fedosov, Vladimir E.; Onipchenko, Vladimir G.; Erandi Yasanthika, W.A.; Lim, Young Woon; Soudzilovskaia, Nadejda A.; Antonelli, Alexandre; Kõljalg, Urmas; Abarenkov, Kessy;This repository contains additional data associated to Tedersoo et al. (2022) (https://doi.org/10.1111/gcb.16398).This repository contains those data necessary to rerun the superecoregion design and the endemicity analyses as well as vector maps on the endemicity and OTU richness of individual superecoregions. Further data associated with the same publication, regarding the vulnerability analysis, can be found here: 10.5281/zenodo.6983158. input.zip - Input data needed to run the analysis scripts provided [here](https://github.com/Mycology-Microbiology-Center/Fungal_Endemicity_and_Vulnerability/superecoregions_and_endemicity). The entire folder is to be copied in the working directory to run the pipeline. output.zip - Further data needed to run the analysis scripts provided [here](https://github.com/Mycology-Microbiology-Center/Fungal_Endemicity_and_Vulnerability/superecoregions_and_endemicity). The entire folder is to be copied in the working directory to run the pipeline. maps_otu_numbers_and_se_characteristics - vector maps of the superecoregions and the number of OTUs and endemic OTUs per region for different functional groups maps_traits_endemism - vector maps of endemicity indices per region f different functional groups 01_super_Ecoregions_numbers.pdf - vector map of the superecoregions used in the study numbered from 1 - 174. legend_01_super_ecoregions_numbers.csv - legend with superecoregion names for 01_super_Ecoregions_numbers.pdf. super_eoregions_results - Superecoregions with number of OTUs, number of endemic OTUs and endemicity indices in R data format, for further analyses and visualization super_ecoregions.shp - Superecoregions with number of OTUs, number of endemic OTUs and endemicity indices as shape file, for further analyses and visualization This repository contains additional data associated to Tedersoo et al. (2022) (https://doi.org/10.1111/gcb.16398).This repository contains those data necessary to rerun the superecoregion design and the endemicity analyses as well as vector maps on the endemicity and OTU richness of individual superecoregions. Further data associated with the same publication, regarding the vulnerability analysis, can be found here: 10.5281/zenodo.6983158.
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For further information contact us at helpdesk@openaire.euResearch data keyboard_double_arrow_right Dataset 2022 NetherlandsPublisher:Zenodo Funded by:EC | LIFEPLAN, EC | BIODESERTEC| LIFEPLAN ,EC| BIODESERTTedersoo, Leho; Mikryukov, Vladimir; Zizka, Alexander; Bahram, Mohammad; Hagh-Doust, Niloufar; Anslan, Sten; Prylutskyi, Oleh; Delgado-Baquerizo, Manuel; Maestre, Fernando T.; Pärn, Jaan; Öpik, Maarja; SOUDZILOVSKAIA, Nadejda; SOUDZILOVSKAIA, Nadejda; SOUDZILOVSKAIA, Nadejda; SOUDZILOVSKAIA, Nadejda; Antonelli, Alexandre; Kõljalg, Urmas; Abarenkov, Kessy; Moora, Mari; Zobel, Martin; Espenberg, Mikk; Mander, Ülo; Khalid, Abdul Nasir; Corrales, Adriana; Agan, Ahto; Vasco-Palacios, Aída-M.; Saitta, Alessandro; Rinaldi, Andrea C.; Verbeken, Annemieke; Sulistyo, Bobby P.; Tamgnoue, Boris; Furneaux, Brendan; Ritter, Camila Duarte; Nyamukondiwa, Casper; Sharp, Cathy; Marín, César; Gohar, Daniyal; Klavina, Darta; Sharmah, Dipon; Dai, Dong Qin; Nouhra, Eduardo; Biersma, Elisabeth Machteld; Rähn, Elisabeth; Cameron, Erin K.; De Crop, Eske; Otsing, Eveli; Davydov, Evgeny A.; Albornoz, Felipe E.; Brearley, Francis Q.; Buegger, Franz; Zahn, Geoffrey; Bonito, Gregory; Hiiesalu, Inga; Barrio, Isabel C.; Heilmann-Clausen, Jacob; Ankuda, Jelena; Kupagme, John Y.; Maciá-Vicente, Jose G.; Fovo, Joseph Djeugap; Geml, József; Alatalo, Juha M.; Alvarez-Manjarrez, Julieta; Põldmaa, Kadri; Runnel, Kadri; Adamson, Kalev; Bråthen, Kari Anne; Pritsch, Karin; Tchan, Kassim I.; Armolaitis, Kęstutis; Hyde, Kevin D.; Newsham, Kevin K.; Panksep, Kristel; Lateef, Adebola A.; Tiirmann, Liis; Hansson, Linda; Lamit, Louis J.; Saba, Malka; Tuomi, Maria; Gryzenhout, Marieka; Bauters, Marijn; Piepenbring, Meike; Wijayawardene, Nalin; Yorou, Nourou S; Kurina, Olavi; Mortimer, Peter E.; Meidl, Peter; Kohout, Petr; Nilsson, Henrik R.; Puusepp, Rasmus; Drenkhan, Rein; Garibay-Orijel, Roberto; Godoy, Roberto; Alkahtani, Saad; Rahimlou, Saleh; Dudov, Sergey V.; Põlme, Sergei; Ghosh, Soumya; Mundra, Sunil; Ahmed, Talaat; Netherway, Tarquin; Henkel, Terry W.; Roslin, Tomas; Nteziryayo, Vincent; Fedosov, Vladimir E.; Onipchenko, Vladimir G.; Yasanthika, W. A. Erandi; Lim, Young Woon; Tedersoo, Leho; Tedersoo, Leho;handle: 1942/40339
This repository contains the data associated with the paper Tedersoo et al. (2022) Global patterns in endemicity and vulnerability of soil fungi // Global Change Biology. DOI:10.1111/gcb.16398 Fungi are highly diverse organisms and provide a wealth of ecosystem functions. However, distribution patterns and conservation needs of fungi have been very little explored compared to charismatic animals and plants. Here we assess endemicity patterns, global change vulnerability and conservation priority areas for functional groups of soil fungi based on six global surveys using a high-resolution, long-read metabarcoding approach. Endemicity of all fungi and most functional groups peaks in tropical habitats, including Amazonia, Yucatan, West-Central Africa, Sri Lanka and New Caledonia, with a negligible island effect compared with plants and animals. We also found that fungi are vulnerable mostly to drought, heat and land cover change, particularly in dry tropical regions with high human population density. Fungal conservation areas of highest priority include herbaceous wetlands, tropical forests and woodlands. We suggest that there should be more attention focused on the conservation of fungi, especially tropical root symbiotic arbuscular mycorrhizal and ectomycorrhizal fungi, unicellular early-diverging groups and macrofungi in general. Given the low overlap between endemicity of fungi and macroorganisms, but high matching in conservation needs, detailed analyses on distribution and conservation requirements are warranted for other microorganisms and soil organisms in general. This repository contains the following data associated with the publication: Supplementary tables S1 - S6 (`Tables_S1-S6.xlsx`): - Table S1. Definition of ecoregions and assignment of samples to ecoregions - Table S2. GSMc dataset used for endemicity analyses - Table S3. Dataset used for modeling endemicity values - Table S4. Dataset used for calculating and mapping vulnerability scores - Table S5. Dataset used for calculating and mapping conservation value - Table S6. Additional funding sources by authors OTU distribution by samples and ecoregions (`Data_taxon_assignment_to ecoregions.xlsx`) Gridded maps: Conservation priorities for all fungi and fungal groups - ConservationPriority_AllFungi.tif - ConservationPriority_AM.tif - ConservationPriority_EcM.tif - ConservationPriority_Moulds.tif - ConservationPriority_NonEcMAgaricomycetes.tif - ConservationPriority_OHPs.tif - ConservationPriority_Pathogens.tif - ConservationPriority_Unicellular.tif - ConservationPriority_Yeasts.tif The average vulnerability of all fungi and fungal groups and the model uncertainty estimates - AverageVulnerability_AllFungi.tif - AverageVulnerability_AM.tif - AverageVulnerability_EcM.tif - AverageVulnerability_Moulds.tif - AverageVulnerability_NonEcMAgaricomycetes.tif - AverageVulnerability_OHPs.tif - AverageVulnerability_Pathogens.tif - AverageVulnerabilityUncertainty_AllFungi.tif - AverageVulnerabilityUncertainty_AM.tif - AverageVulnerabilityUncertainty_EcM.tif - AverageVulnerabilityUncertainty_Moulds.tif - AverageVulnerabilityUncertainty_NonEcMAgaricomycetes.tif - AverageVulnerabilityUncertainty_OHPs.tif - AverageVulnerabilityUncertainty_Pathogens.tif - AverageVulnerabilityUncertainty_Unicellular.tif - AverageVulnerabilityUncertainty_Yeasts.tif - AverageVulnerability_Unicellular.tif - AverageVulnerability_Yeasts.tif The relative importance of predicted vulnerability of all fungi - RelativeImportanceOfVulnerability_AllFungi.tif Vulnerability to drought, heat, and land cover change for all fungi - Vulnerability_AllFungi_Heat-Drought-LandCoverChange.tif - VulnerabilityUncertainty_AllFungi_Heat-Drought-LandCoverChange.tif Human footprint index based on the Land-Use Harmonisation (LUH2; Hurtt et al., 2020, doi:10.5194/gmd-13-5425-2020) - `LandCoverChange_1960-2015.tif` MD5 checksums for all files (`MD5.md5`) Fungal groups: - AM, arbuscular mycorrhizal fungi (including all Glomeromycota but excluding all Endogonomycetes) - EcM, ectomycorrhizal fungi (excluding dubious lineages) - NonEcMAgaricomycetes, non-EcM Agaricomycetes (mostly saprotrophic fungi with usually macroscopic fruiting bodies) - Moulds (including Mortierellales, Mucorales, Umbelopsidales and Aspergillaceae and Trichocomaceae of Eurotiales and Trichoderma of Hypocreales) - Putative pathogens (including plant, animal and fungal pathogens as primary or secondary lifestyles) - OHPs, opportunistic human parasites (excluding Mortierellales) - Yeasts (excluding dimorphic yeasts) - Unicellular, other unicellular (non-yeast) fungi (including chytrids, aphids, rozellids and other early-diverging fungal lineages) Detailed processing steps can be found here: https://github.com/Mycology-Microbiology-Center/Fungal_Endemicity_and_Vulnerability This repository contains the data associated with the paper Tedersoo et al. (2022) Global patterns in endemicity and vulnerability of soil fungi // Global Change Biology. DOI:10.1111/gcb.16398 Fungi are highly diverse organisms and provide a wealth of ecosystem functions. However, distribution patterns and conservation needs of fungi have been very little explored compared to charismatic animals and plants. Here we assess endemicity patterns, global change vulnerability and conservation priority areas for functional groups of soil fungi based on six global surveys using a high-resolution, long-read metabarcoding approach. Endemicity of all fungi and most functional groups peaks in tropical habitats, including Amazonia, Yucatan, West-Central Africa, Sri Lanka and New Caledonia, with a negligible island effect compared with plants and animals. We also found that fungi are vulnerable mostly to drought, heat and land cover change, particularly in dry tropical regions with high human population density. Fungal conservation areas of highest priority include herbaceous wetlands, tropical forests and woodlands. We suggest that there should be more attention focused on the conservation of fungi, especially tropical root symbiotic arbuscular mycorrhizal and ectomycorrhizal fungi, unicellular early-diverging groups and macrofungi in general. Given the low overlap between endemicity of fungi and macroorganisms, but high matching in conservation needs, detailed analyses on distribution and conservation requirements are warranted for other microorganisms and soil organisms in general.
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For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2022 Spain, Belgium, United Kingdom, Qatar, Qatar, United Kingdom, Sweden, Italy, Netherlands, United Kingdom, Belgium, Denmark, Norway, Netherlands, Spain, Germany, Spain, United KingdomPublisher:Wiley Funded by:EC | BIODESERT, EC | LIFEPLANEC| BIODESERT ,EC| LIFEPLANTedersoo, Leho; Mikryukov, Vladimir; Zizka, Alexander; Bahram, Mohammad; Hagh-Doust, Niloufar; Anslan, Sten; Prylutskyi, Oleh; Delgado-Baquerizo, Manuel; Maestre, Fernando T.; Pärn, Jaan; Öpik, Maarja; Moora, Mari; Zobel, Martin; Espenberg, Mikk; Mander, Ülo; Khalid, Abdul Nasir; Corrales, Adriana; Agan, Ahto; Vasco-Palacios, Aída-M.; Saitta, Alessandro; Rinaldi, Andrea C.; Verbeken, Annemieke; Sulistyo, Bobby P.; Tamgnoue, Boris; Furneaux, Brendan; Ritter, Camila Duarte; Nyamukondiwa, Casper; Sharp, Cathy; Marín, César; Gohar, Daniyal; Klavina, Darta; Sharmah, Dipon; Dai, Dong Qin; Nouhra, Eduardo; Biersma, Elisabeth Machteld; Rähn, Elisabeth; Cameron, Erin K.; De Crop, Eske; Otsing, Eveli; Davydov, Evgeny A.; Albornoz, Felipe E.; Brearley, Francis Q.; Buegger, Franz; Zahn, Geoffrey; Bonito, Gregory; Hiiesalu, Inga; Barrio, Isabel C.; Heilmann-Clausen, Jacob; Ankuda, Jelena; Kupagme, John Y.; Maciá-Vicente, Jose G.; Djeugap Fovo, Joseph; Geml, József; Alatalo, Juha M.; Alvarez-Manjarrez, Julieta; Põldmaa, Kadri; Runnel, Kadri; Adamson, Kalev; Bråthen, Kari Anne; Pritsch, Karin; Tchan, Kassim I.; Armolaitis, Kęstutis; Hyde, Kevin D.; Newsham, Kevin K.; Panksep, Kristel; Lateef, Adebola A.; Tiirmann, Liis; Hansson, Linda; Lamit, Louis J.; Saba, Malka; Tuomi, Maria; Gryzenhout, Marieka; Bauters, Marijn; Piepenbring, Meike; Wijayawardene, Nalin; Yorou, Nourou S.; Kurina, Olavi; Mortimer, Peter E.; Meidl, Peter; Kohout, Petr; Nilsson, R. Henrik; Puusepp, Rasmus; Drenkhan, Rein; Garibay-Orijel, Roberto; Godoy, Roberto; Alkahtani, Saad; Rahimlou, Saleh; Dudov, Sergey V.; Põlme, Sergei; Ghosh, Soumya; Mundra, Sunil; Ahmed, Talaat; Netherway, Tarquin; Henkel, Terry W.; Roslin, Tomas; Nteziryayo, Vincent; Fedosov, Vladimir E.; Onipchenko, Vladimir G.; Yasanthika, W.A. Erandi; Lim, Young Woon; Soudzilovskaia, Nadejda A.; Antonelli, Alexandre; Kõljalg, Urmas; Abarenkov, Kessy;doi: 10.1111/gcb.16398 , 10.60692/3kpvp-f6v40 , 10.60692/pt973-hdd22 , 10.60692/dyqn2-f5v60 , 10.60692/sfjrq-25n71 , 10.60692/9j3bk-kdq11 , 10.60692/87b8y-5vv56
pmid: 36056462
pmc: PMC9826061
handle: 10037/27530 , 10261/280731 , 10576/40043 , 11584/347819 , 1942/38645 , 1854/LU-01GMAVY50KHK1TGF2CSQ3B2ATF , 1959.7/uws:73751 , 2164/19582
doi: 10.1111/gcb.16398 , 10.60692/3kpvp-f6v40 , 10.60692/pt973-hdd22 , 10.60692/dyqn2-f5v60 , 10.60692/sfjrq-25n71 , 10.60692/9j3bk-kdq11 , 10.60692/87b8y-5vv56
pmid: 36056462
pmc: PMC9826061
handle: 10037/27530 , 10261/280731 , 10576/40043 , 11584/347819 , 1942/38645 , 1854/LU-01GMAVY50KHK1TGF2CSQ3B2ATF , 1959.7/uws:73751 , 2164/19582
AbstractFungi are highly diverse organisms, which provide multiple ecosystem services. However, compared with charismatic animals and plants, the distribution patterns and conservation needs of fungi have been little explored. Here, we examined endemicity patterns, global change vulnerability and conservation priority areas for functional groups of soil fungi based on six global surveys using a high‐resolution, long‐read metabarcoding approach. We found that the endemicity of all fungi and most functional groups peaks in tropical habitats, including Amazonia, Yucatan, West‐Central Africa, Sri Lanka, and New Caledonia, with a negligible island effect compared with plants and animals. We also found that fungi are predominantly vulnerable to drought, heat and land‐cover change, particularly in dry tropical regions with high human population density. Fungal conservation areas of highest priority include herbaceous wetlands, tropical forests, and woodlands. We stress that more attention should be focused on the conservation of fungi, especially root symbiotic arbuscular mycorrhizal and ectomycorrhizal fungi in tropical regions as well as unicellular early‐diverging groups and macrofungi in general. Given the low overlap between the endemicity of fungi and macroorganisms, but high conservation needs in both groups, detailed analyses on distribution and conservation requirements are warranted for other microorganisms and soil organisms.
NERC Open Research A... arrow_drop_down Aberdeen University Research Archive (AURA)Article . 2022License: CC BYFull-Text: https://hdl.handle.net/2164/19582Data sources: Bielefeld Academic Search Engine (BASE)Recolector de Ciencia Abierta, RECOLECTAArticle . 2022 . Peer-reviewedData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022Data sources: Recolector de Ciencia Abierta, RECOLECTAQatar University Institutional RepositoryArticle . 2022Data sources: Qatar University Institutional RepositoryCopenhagen University Research Information SystemArticle . 2022Data sources: Copenhagen University Research Information SystemPublication Server of Helmholtz Zentrum München (PuSH)Article . 2022Data sources: Publication Server of Helmholtz Zentrum München (PuSH)e-space at Manchester Metropolitan UniversityArticle . 2022Data sources: e-space at Manchester Metropolitan UniversityPublikationer från Uppsala UniversitetArticle . 2022 . Peer-reviewedData sources: Publikationer från Uppsala UniversitetWageningen Staff PublicationsArticle . 2022License: CC BYData sources: Wageningen Staff PublicationsDigitala Vetenskapliga Arkivet - Academic Archive On-lineArticle . 2022 . Peer-reviewedMunin - Open Research ArchiveArticle . 2022 . Peer-reviewedLicense: CC BYData sources: Munin - Open Research ArchiveRepositorio Institucional de la Universidad de AlicanteArticle . 2022Data sources: Repositorio Institucional de la Universidad de AlicanteUniversity of Copenhagen: ResearchArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)University of Western Sydney (UWS): Research DirectArticle . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Ghent University Academic BibliographyArticle . 2022Data sources: Ghent University Academic BibliographyAberdeen University Research Archive (AURA)Article . 2022Data sources: Bielefeld Academic Search Engine (BASE)Qatar University: QU Institutional RepositoryArticleData sources: Bielefeld Academic Search Engine (BASE)Natural Environment Research Council: NERC Open Research ArchiveArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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visibility 419visibility views 419 download downloads 148 Powered bymore_vert NERC Open Research A... arrow_drop_down Aberdeen University Research Archive (AURA)Article . 2022License: CC BYFull-Text: https://hdl.handle.net/2164/19582Data sources: Bielefeld Academic Search Engine (BASE)Recolector de Ciencia Abierta, RECOLECTAArticle . 2022 . Peer-reviewedData sources: Recolector de Ciencia Abierta, RECOLECTARecolector de Ciencia Abierta, RECOLECTAArticle . 2022Data sources: Recolector de Ciencia Abierta, RECOLECTAQatar University Institutional RepositoryArticle . 2022Data sources: Qatar University Institutional RepositoryCopenhagen University Research Information SystemArticle . 2022Data sources: Copenhagen University Research Information SystemPublication Server of Helmholtz Zentrum München (PuSH)Article . 2022Data sources: Publication Server of Helmholtz Zentrum München (PuSH)e-space at Manchester Metropolitan UniversityArticle . 2022Data sources: e-space at Manchester Metropolitan UniversityPublikationer från Uppsala UniversitetArticle . 2022 . Peer-reviewedData sources: Publikationer från Uppsala UniversitetWageningen Staff PublicationsArticle . 2022License: CC BYData sources: Wageningen Staff PublicationsDigitala Vetenskapliga Arkivet - Academic Archive On-lineArticle . 2022 . Peer-reviewedMunin - Open Research ArchiveArticle . 2022 . Peer-reviewedLicense: CC BYData sources: Munin - Open Research ArchiveRepositorio Institucional de la Universidad de AlicanteArticle . 2022Data sources: Repositorio Institucional de la Universidad de AlicanteUniversity of Copenhagen: ResearchArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)University of Western Sydney (UWS): Research DirectArticle . 2022License: CC BYData sources: Bielefeld Academic Search Engine (BASE)Ghent University Academic BibliographyArticle . 2022Data sources: Ghent University Academic BibliographyAberdeen University Research Archive (AURA)Article . 2022Data sources: Bielefeld Academic Search Engine (BASE)Qatar University: QU Institutional RepositoryArticleData sources: Bielefeld Academic Search Engine (BASE)Natural Environment Research Council: NERC Open Research ArchiveArticle . 2022Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
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